Classification of congenital heart defects which become symptomatic in the neonatal period.
\\n\\n
Released this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\\n\\nWe wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
Note: Edited in March 2021
\\n"}]',published:!0,mainMedia:{caption:"Highly Cited",originalUrl:"/media/original/117"}},components:[{type:"htmlEditorComponent",content:'IntechOpen is proud to announce that 191 of our authors have made the Clarivate™ Highly Cited Researchers List for 2020, ranking them among the top 1% most-cited.
\n\nThroughout the years, the list has named a total of 261 IntechOpen authors as Highly Cited. Of those researchers, 69 have been featured on the list multiple times.
\n\n\n\nReleased this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\n\nWe wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
Note: Edited in March 2021
\n'}],latestNews:[{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"},{slug:"introducing-intechopen-book-series-a-new-publishing-format-for-oa-books-20210915",title:"Introducing IntechOpen Book Series - A New Publishing Format for OA Books"}]},book:{item:{type:"book",id:"6447",leadTitle:null,fullTitle:"Green Process of Three-Component Prostaglandin Synthesis and Rapid 11C Labelings for Short-Lived PET Tracers",title:"Green Process of Three-Component Prostaglandin Synthesis and Rapid 11C Labelings for Short-Lived PET Tracers",subtitle:null,reviewType:"peer-reviewed",abstract:"This book is devoted to highly polished and potentiated novel C couplings developed by our group (M. Suzuki) in the course of a long-term, tight collaboration of chemistry, biology, and medicine experts, focusing on advanced organometallic techniques for the construction of a whole prostaglandin (PG) framework and new methodology for introducing short-lived 11C radionuclide into carbon frameworks. The book is written to attract the interest of scientists working in chemistry and interdisciplinary research areas such as medicinal chemistry, radiochemistry, chemical biology, molecular imaging, and related industries.",isbn:"978-953-51-3765-8",printIsbn:"978-953-51-3764-1",pdfIsbn:"978-953-51-4096-2",doi:"10.5772/intechopen.70746",price:100,priceEur:109,priceUsd:129,slug:"green-process-of-three-component-prostaglandin-synthesis-and-rapid-sup-11-sup-c-labelings-for-short-lived-pet-tracers",numberOfPages:78,isOpenForSubmission:!1,isInWos:null,isInBkci:!1,hash:"5ee366cb4985fa50e7fbe67de4f77f1f",bookSignature:"Masaaki Suzuki, Hiroko Koyama, Hideki Ishii, Koichi Kato, Margareta Ögren and Hisashi Doi",publishedDate:"January 31st 2018",coverURL:"https://cdn.intechopen.com/books/images_new/6447.jpg",numberOfDownloads:1618,numberOfWosCitations:1,numberOfCrossrefCitations:0,numberOfCrossrefCitationsByBook:0,numberOfDimensionsCitations:1,numberOfDimensionsCitationsByBook:0,hasAltmetrics:1,numberOfTotalCitations:2,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"August 30th 2017",dateEndSecondStepPublish:"September 20th 2017",dateEndThirdStepPublish:"December 17th 2017",dateEndFourthStepPublish:"March 17th 2018",dateEndFifthStepPublish:"May 16th 2018",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6,7",editedByType:"Authored by",kuFlag:!1,featuredMarkup:null,editors:[{id:"180561",title:"Prof.",name:"Masaaki",middleName:null,surname:"Suzuki",slug:"masaaki-suzuki",fullName:"Masaaki Suzuki",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"National Center for Geriatrics and Gerontology",institutionURL:null,country:{name:"Japan"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:{id:"150109",title:"Dr.",name:"Hiroko",middleName:null,surname:"Koyama",slug:"hiroko-koyama",fullName:"Hiroko Koyama",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"Gifu University",institutionURL:null,country:{name:"Japan"}}},coeditorTwo:{id:"221331",title:"Dr.",name:"Hideki",middleName:null,surname:"Ishii",slug:"hideki-ishii",fullName:"Hideki Ishii",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"0",institution:null},coeditorThree:{id:"221332",title:"Dr.",name:"Koichi",middleName:null,surname:"Kato",slug:"koichi-kato",fullName:"Koichi Kato",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"0",institution:null},coeditorFour:{id:"221333",title:"Dr.",name:"Margareta",middleName:null,surname:"Ögren",slug:"margareta-ogren",fullName:"Margareta Ögren",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"0",institution:null},coeditorFive:{id:"150112",title:"Dr.",name:"Hisashi",middleName:null,surname:"Doi",slug:"hisashi-doi",fullName:"Hisashi Doi",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"0",institution:null},topics:[{id:"497",title:"Green Chemistry",slug:"organic-chemistry-green-chemistry"}],chapters:[{id:"58823",title:"Green Process of Three-Component Prostaglandin Synthesis and Rapid 11C Labelings for Short-Lived PET Tracers: Highly Polished C-Couplings Revolutionizing Advances in Bio- and Medical Sciences",doi:"10.5772/intechopen.72868",slug:"green-process-of-three-component-prostaglandin-synthesis-and-rapid-sup-11-sup-c-labelings-for-short-",totalDownloads:1618,totalCrossrefCites:0,totalDimensionsCites:1,hasAltmetrics:0,abstract:"General synthesis of prostaglandins (PGs) has been accomplished based on a one-pot three-component coupling using a combination of organocopper or organozincate conjugate addition to 4-hydroxy-2-cyclopentenone followed by trapping of resulting enolate with an organic halide. Based on the use of this synthetic methodology, biologically significant PG derivatives including ent-Δ7-PGA1, 15SAPNIC ([3H]APNIC), and 15R–TIC have also been synthesized. Ultimately, organozincate conjugate addition combined with the enolate trapping by an organic triflate results in practical green three-component coupling comprising the use of stoichiometric amounts of three components (enone, α- and ω-side chains in a nearly 1:1:1 ratio) without using HMPA and heavy metals. General methodology for introducing short-lived 11C and 18F radionuclides into carbon frameworks has been established by developing rapid C-[11C]methylation and C-[18F]fluoromethylation using Pd0-mediated rapid cross-coupling between [11C]methyl iodide and an organotributylstannane or organoboronate; or [18F]fluoromethyl bromide and organoboronate, respectively, allowing the synthesis of a wide variety of biologically significant and disease-oriented PET probes such as 15R-[11C]TIC. Moreover, PdII-mediated rapid C-[11C]carbonylation using [11C]CO and organoboronate at ambient temperature under atmospheric pressure using conventional helium carrier gas has been explored. 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Everybody should have an access towards adequate amount of food that can be ensured through food security. Therefore, the concept regarding the food security has utmost importance for developed and developing nations. It measures that every individual has access to the food that fulfils the food safety and quality standards. Food availability, access, utilization and stability are the pillars of the food security. These pillars are being affected due to various factors such as natural disasters, poor agricultural and post-harvest practices, climate change and poor manufacturing and marketing strategies. The role of all these factors will aim to fall in the scope of this book.
\r\n\tFood insecurity results in fear of hunger and starvation that ultimately affects one’s ability to work for sustainability and economic growth of the country. In addition to this, food insecurity results in various chronic diseases due to reduce immunity that ultimately, a burned on the county economy. Therefore, this book will intend to discuss in detail about the food insecurity challenges and their effect on the quality of life. This book will also aim to provide an overview about the new trends and future prospective that help to resolve the food security issues.
In the following paragraphs of this chapter, the general features of various congenital heart defects, their clinical symptoms and treatment principles for the management of congenital heart defects that become symptomatic in neonates will be discussed. In this context, the special measures for the initial treatment of the most common defects are presented [1–8, 11].
\nBased on many epidemiological studies, the actual incidence of congenital heart defects is 8–11 per 1000 live births independent of ethical background, social welfare or medical standards. As a rule thumb nearly half of these children require any form of surgical or interventional intervention within the first year of life. With adequate management, more than 90% of these children can reach adulthood and lead a relatively normal life.
It is typical for the different congenital heart defects to present and become manifest at different times in early life. Of most importance are the very early phase when the patent ductus arteriosus closes for all ductal-dependent cardiac defects; the next important timeframe of clinical manifestation is the reduction in pulmonary vascular resistance (PVR) for defects with left-to-right shunt.
Typical leading symptoms for the presentation of congenital heart defects in neonates are as follows:
\nHeart failure or cardiogenic shock (usually in the first or second week of life if there is left heart obstruction; for shunt defects typically not until after the drop in pulmonary resistance at the age of 2–8 weeks)
Cyanosis
Additional important clinical symptoms that may lead to the diagnosis of a congenital heart defect in neonates are the presence of a murmur on auscultation or any form of arrhythmia (rarely as the primary symptom of a congenital heart defect).
\nThe characteristic clinical signs of heart failure in neonates are as follows:
\nTachypnea, dyspnea, thoracic retractions
Rarely but possible pulmonary edema mainly due to overflow
Tachycardia
Hepatomegaly
Failure to thrive, difficulty in feeding, increased sweating, abnormal sleepiness
Pallor, prolonged capillary refill time
It is evident that the clinical symptoms of neonatal heart failure are unspecific and may be similar to the clinical symptoms of sepsis. Therefore, many neonates with heart failure are treated for suspected sepsis.
\nIn particular, cardiac defects with left-sided obstruction (coarctation of the aorta, critical aortic stenosis, hypoplastic left heart syndrome), or typically become manifest as early as the first 1–2 weeks of life with the clinical symptoms of cardiogenic shock caused by early duct closure.
Cyanosis is a clinical sign that becomes evident when about 5% of the hemoglobin is deoxygenated. In neonates with polycythemia (Hb >20 g/dl), this may be present even without hypoxemia, in patients with anemia this may be overseen. To avoid this, pulse oximetry at all four limbs is the standard of care.
Cardiac cyanosis can be the result of either reduced lung perfusion due to a right-to-left shunt, complete venous mixing in patients with total anomalous pulmonary venous return or intracardiac mixing of systemic and pulmonary venous blood. Methemoglobinemia is another rare cause for cyanosis. In addition, cyanosis can be caused by abnormality in the central nervous system (e.g., after cerebral hemorrhage or in cases with central apnea in premature neonates, etc.)
All newborns should have a neonatal screening for congenital heart defects immediately after birth and 12 h later. Today ECHO is the main diagnostic tool for secondary investigation and to rule out or confirm congenital heart defects.
\nIf the diagnosis can not be immediately confirmed by echocardiography, an attempt of treating the neonate with intravenous prostaglandin E1 is justified.
\nThe hyperoxia test is no longer standard of care. If there is no adequate increase in oxygen saturation in a cyanosed neonate, a congenital heart defect with ductal dependent lung perfusion must be assumed.
As innocent murmurs are unlikely in this age group, a heart murmur in a neonate is always suggestive of a congenital heart defect. Usually, stenosis of the semilunar valves or AV valve insufficiency present immediately after birth due to a loud systolic murmur, the typical VSD murmur in a large VSD, for example, can often be not auscultated until after the pulmonary resistance has dropped and the pressure gradient between the left and right ventricles increases. In addition, in many critical heart defects, there might be no indicative heart murmur at all (e.g., d-TGA simplex, coarctation of the aorta).
Arrhythmias often present in neonates without structural heart defects (i.e., atrial flutter, congenital AV block) and therefore are rarely the first symptom of a congenital heart defect. An AV block may occur in association with an l-TGA or heterotaxy syndromes. Supraventricular tachycardia due to accessory conduction pathways occurs more frequently with an Ebstein anomaly. The most common arrhythmia in a newborn is atrial flutter that requires immediate electrical cardioversion after diagnosis with adenosine but usually presents without additional defects.
The congenital heart defects that become symptomatic in neonates can be divided into five groups (Table 1).
Group | Examples |
---|---|
Cardiac defects with ductal-dependent systemic circulation (left heart obstructions) | Critical aortic stenosis, hypoplastic left heart syndrome, interrupted aortic arch, critical coarctation of the aorta |
Cardiac defect with ductal-dependent pulmonary circulation (right heart obstructions) | Critical pulmonary stenosis, pulmonary atresia with intact ventricular septum, pulmonary atresia with VSD, pronounced form of Tetralogy of Fallot, severe Ebstein’s anomaly, tricuspid atresia with pulmonary atresia or high-grade pulmonary stenosis |
Cardiac defects with parallel circulation | d-TGA—transposition of the great arteries |
Cardiac defects with complete intracardiac mixing of blood | Total anomalous pulmonary venous connection, univentricular heart |
Cardiac defects with a large left-to-right shunt symptomatic usually after 4–6 weeks | Large VSD, complete AVSD, large PDA, aortopulmonary window, Truncus arteriosus communis, univentricular hearts with unobstructed pulmonary blood flow |
Classification of congenital heart defects which become symptomatic in the neonatal period.
In a ductal-dependent defect survival depends on the persistence of a patent ductus arteriosus. In general, ductal-dependent systemic circulation must be distinguished from ductal-dependent pulmonary circulation. In patients with ductal-dependent systemic circulation, there is a high-grade obstruction of the structures of the left heart (mitral valve, aortic valve, arch and coarctation). To ensure sufficient systemic perfusion, the systemic circulation must be supplied with blood from the pulmonary circulation across the patent ductus arteriosus like in utero. In ductal-dependent pulmonary circulation, there is a high-grade right heart obstruction leading to cyanosis. Perfusion of the pulmonary circulation depends mainly on the blood supply from the aorta across the patent ductus arteriosus.
\nIn parallel circulations (d-TGA), survival depends on additional shunts (especially a sufficiently large atrial shunt) between the two circulations to enable mixing of the cyanosed and the arterialized blood.
\nIn cardiac defects with complete intracardiac mixing of blood, the resulting cyanosis is often only relatively mild; when excessive pulmonary blood flow due to the lack of pulmonary stenosis is often present simultaneously, this leads to pulmonary recirculation of the saturated blood. Heart failure usually develops as a result of the excessive pulmonary blood flow after 4–6 weeks.
\nBased on this principle, congenital heart defects with a large left-to-right shunt do not become clinically symptomatic until the age of about 4–6 weeks; at that time, the PVR has dropped and the shunt between the systemic and pulmonary circulation increases dramatically. If left-sided heart obstruction is, however, also present (e.g., VSD with CoA), the symptoms may develop as early as the first week of life.
As a standard of care, oxygen saturation should always be measured in children both preductally (right hand) and postductally (lower limb). If there is a defect with ductal-dependent systemic circulation, the (postductal) oxygen saturation measured in the feet may be lower than the (preductal) saturation in the right hand.
\nThe brachiocephalic trunk branches off from the aortic arch well before the ductus arteriosus; therefore, it is safe to assume that the saturation measured in the right hand is equivalent to preductal saturation (except in the rare cases of a lusoric artery).
As metabolic acidosis is the typical finding in severe heart failure and cardiogenic shock, routine (arterial) BGA is recommended on multiple occasions. In addition, all BGA should measure lactate as surrogate of cardiac output and thereby tissue perfusion.
As mentioned before, today echocardiography is the diagnostic method of choice in all patients with a presumed cardiac defect or impaired circulatory situation. ECHO allows an accurate diagnosis of all significant cardiac defects that become symptomatic in the neonatal period. As modern standard of care, every neonatal unit must have ECHO and support of a pediatric cardiologist available on a 24/7 basis.
In the time of ECHO, this test has only anecdotic relevance and lacks sensitivity and specificity. This test has been used to distinguish between cardiac or pulmonary central cyanosis. After breathing 100% oxygen for a few minutes, the cyanosis disappears or should be clearly reduced in pulmonary cyanosis and there is a relevant increase in arterial partial oxygen pressure. In cardiac cyanosis, the partial oxygen pressure should remain largely unchanged as the cardiac right-to-left shunt or inadequate pulmonary perfusion cannot be compensated by the administration of oxygen.
Today in any case, echocardiography examination is preferable to a hyperoxia test and must be available in every neonatal unit on a 24/7 basis.
All neonates with suspected cardiac defect should have a pulse and blood pressure measurement at all 4 limbs. If a difference in blood pressure between the right arm (preductal) and the lower limbs (postductal) is then manifest or the peripheral pulses in the lower limbs cannot be palpated, this is a hint and leading findings of coarctation of the aorta or an interrupted aortic arch. This examination is helpful to assess systemic circulation.
In a large patent ductus arteriosus, there may be no difference in blood pressure between the upper and lower halves of the body even with relevant coarctation of the aorta or interrupted aortic arch. The saturations, however, vary substantially.
According to the different anatomic variations and physiologic situation, there is a substantial difference in the management of these children. The treatment principles for the various groups of congenital heart defects are presented below and based on the pathophysiology, the specific treatments of the individual heart defects in the neonatal period are described in this context.
\nIn ductal-dependent systemic circulation, we should reestablish the prenatal circulation. Therefore, attempts must be made to provide as much blood as possible from the pulmonary circulation to supply the systemic circulation via the patent ductus arteriosus. As a result of this strategy, a saturation of 75–85% is adequate and saturations >85% that indicate excessive pulmonary blood flow should be avoided. The treatment principles of ductal-dependent systemic circulation are as follows:
\nProvide patency of the ductus arteriosus with a continuous prostaglandin E1 infusion (initial dosage 20–50 ng/kg/min, to be reduced after ECHO assessment; caveat: Apnoea).
Lower systemic vascular resistance:\n
By reducing afterload: i.e., with sodium nitroprusside infusion
If catecholamines are needed: Use preferably milrinone and/or dobutamine (vasodilatation effects); avoid vasoconstrictive effects of other catecholamines (dopamine, noradrenaline)
Increase pulmonary resistance, increase pulmonary artery pressure:\n
Avoid intubation, extubate early
Avoid additional oxygen
Aim for mild metabolic acidosis (pH 7.35)
Aim for mild hypoventilation (pCO2 around 60 mmHg)
In case of pulmonary edema caused by congestion and pulmonary overflow, give intravenous diuretics (1–2 mg/kg furosemide), ensure high PEEP (i.e., 10–15 cm H2O) and reduce prostaglandin E1 to a minimum (e.g., 10 ng/kg/min)
The administration of oxygen (SatO2 >85%) as a general measure and hyperventilation in children with ductal-dependent systemic circulation can lead to an acute decompensation of the hemodynamic situation.
The situation is reversed in ductal-dependent pulmonary circulation, but the prenatal situation should be achieved too. Again a saturation of 75–85% is adequate and saturations >85% should be avoided as they indicate inadequate pulmonary perfusion. The following measures can be useful to allow more blood to flow from the systemic circulation to the pulmonary circulation via the patent ductus arteriosus if needed:
\nSecure patency of the ductus arteriosus via a prostaglandin E1 infusion (initial dosage 20–50 ng/kg/min).
Lower pulmonary vascular resistance:\n
Aim for mild metabolic alkalosis (use buffering) (pH 7.45–7.5)
Adjust ventilation for mild hyperventilation (pCO2 around 35 mmHg)
Increase FiO2
Increase systemic vascular resistance and support systemic pressure by:\n
Noradrenaline infusion
Possibly also adrenaline infusion
Use volume more generously
Do not use dopamine
Maintain rather high dosage of prostaglandin E1.
Prostaglandin E1 is given to maintain patency or reopen the ductus arteriosus in neonates with ductal-dependent defect. Due to its short half-life, it must be administered continuously intravenous. The initial dosage in a patient with a nearly closed duct is between 50 and 100 ng/kg/min. Based on the actual effect, this dosage can be reduced gradually to a minimum of 5–10 ng/kg/min,
\nThe most common side effects are as follows:
\nApnea (administer in readiness for intubation)
Bradycadia
Vasodilatation (pulmonary and systemic), hypotension
Fever
Edema
(Cortical hyperostosis, periostitis only after long-term administration)
Practical tip: When a prostaglandin infusion is required, always a second venous access should be inserted to ensure safe prostaglandin administration immediately via other access if the first one is dislocated. The second access can also be used for volume substitution in case of acute hypotension.
The only example of this cardiac defect is a transposition of the great arteries (d-TGA) together with its variations. The management of this situation is described in the specific treatment section.
The different cardiac defects (i.e., univentricular hearts) in this group are also described in the following treatment section.
When the pulmonary resistance drops after the first 4–6 weeks of life, the left-to-right shunt and thereby pulmonary blood flow will increase dramatically. Consequently, heart failure may develop caused by increased volume load, which must be treated medically (diuretics, ACE inhibitors, beta blockers, possibly digoxin or cathecholamines) until corrective surgery is performed. As additional oxygen will lower the pulmonary resistance and increase excessive pulmonary blood flow, no additional oxygen should be administered.
The initial management of these children has some common features:
\nShock therapy, including intubation and ventilation (high PEEP (>10 cm H2O) if there is pulmonary edema)
Prostaglandin E1: initial dosage 50–100 ng/kg/min
Oxygen: avoid excessive administration, use PEEP to improve oxygenation. (note: oxygen lowers pulmonary resistance and thus increases pulmonary blood flow)
Use diuretics (furosemide), to manage pulmonary edema and lower preload
Use catecholamines (dobutamine, adrenaline, NOT dopamine), preferably milrinone depending on blood pressure and myocardial function. (If there is a subvalvular stenosis, catecholamines should be administered with particular caution due to a possible increase in the obstruction.)
Assess by ECHO and reduce afterload (e.g., sodium nitroprusside)
Aim for moderate metabolic acidosis (target pH 7.35)
Administer as little volume as possible; preferably only after cardiac function has recovered or is assessed to be stable in echocardiography
Due to the severe obstruction of the aortic valve, the left ventricular function usually is markedly impaired and cannot provide sufficient cardiac output for the systemic circulation which is supplied with blood from the pulmonary artery via the patent ductus arteriosus (i.e., prenatal situation). Left ventricular hypertrophy and possibly fibroelastosis have already developed in utero. This defect is often associated with other left heart obstructions (mitral stenosis, coarctation of the aorta, hypoplastic aortic arch—i.e., Shones complex). If a heart murmur is not already detected in the neonate, many patients with critical aortic stenosis present in severe cardiac shock. In addition, there is differential cyanosis.
\nIn critical AoS with PDA-dependent systemic circulation (prostaglandin infusion), a left-to-right shunt at the atrial level is necessary to allow mixing of the oxygenated pulmonary venous blood via the right atrium, the right ventricle, the pulmonary artery and then the patent ductus arteriosus. A balloon atrial septostomy (Rashkind maneuver) may be necessary, if the shunt at the atrial level is not large enough,
If suspected ensure prompt transfer to a pediatric cardiac center for interventional catheterization and performance of balloon valvuloplasty (method of choice) or surgical commissurotomy (rarely required); possibly carry out an emergency Rashkind maneuver if there is a restrictive foramen ovale and inadequate left ventricular function after balloon valvuloplasty.
In patients with critical CoA, the lower half of the body is supplied with deoxygenated blood from the pulmonary artery via the PDA (differential cyanosis). When the ductus arteriosus closes, dramatic hypoperfusion of the body distal to the aortic isthmus occurs. The left ventricle has now suddenly contract against the pronounced obstruction and rapid decompensation occurs. Associations with other left heart obstructions (bicuspid aortic valve) or a VSD are common.
Again organize prompt transfer to a pediatric cardiac center for surgical correction, which is generally attempted after the hemodynamic situation has been stabilized. In some special conditions (e.g., for patients in poor general condition or with necrotizing enterocolitis—NEC), primary interventional catheterization with balloon dilatation or implantation of a coronary stent may be indicated for stabilization until surgery.
There are different forms of an interrupted aortic arch and the perfusion of the lower half of the body depends however entirely on a patent ductus arteriosus (i.e., prostaglandin). A VSD is nearly always associated with this defect and other left heart obstructions occur occasionally. Again oxygen saturation should be measured preductally (right hand), as the preductal saturation reflects the situation of the perfusion and blood supply in the CNS and coronary arteries. The levels measured in the lower limbs correspond with pulmonary arterial saturation.
Prompt transfer to a pediatric cardiac center for surgical correction.
In patients with a hypoplastic left heart syndrome (HLHS), both the pulmonary and systemic systems are supplied by the right ventricle. Although there are four forms of HLHS (i.e., MA and AoA, MS and AoA, MS and AoS, MA and AoS with VSD), retrograde coronary perfusion takes place in all across the ductus arteriosus with mixed blood from the pulmonary artery and retrogradely across the coarctation and ascending aorta. Within the first few hours of life, the drop in pulmonary resistance together with the manifestation of a coarctation causes the blood from the pulmonary artery to flow primarily into the pulmonary circulation. Therefore, the systemic circulation—together with the coronary arteries—is increasingly less perfused. Severe heart failure develops, which if untreated usually results in shock. As a result, there is severe metabolic acidosis but due to pulmonary recirculation, the oxygen saturation is only moderately reduced. The higher the oxygen saturation is, the more the ratio of pulmonary to systemic perfusion changes are in favor of pulmonary over perfusion and systemic underperfusion. In addition, postnatal closure of the PDA enhances this fatal circulation with underperfusion of the systemic circulation and excessive pulmonary perfusion [9].
\nIt is important to note that oxygenated pulmonary venous blood from the left atrium can only reach the systemic circulation across a sufficiently large shunt to the right atrium (see above).
Shock treatment, including intubation and ventilation (but avoid ventilation if possible, as long as the pH is balanced); hyperventilation must be avoided
Prostaglandin E1: initial dosage 50–100 ng/kg/min
Avoid administering oxygen (additionally reduces pulmonary resistance and thus systemic perfusion), target saturation 70–85%
Administer some furosemide (1–2 mg/kg) to lower preload or for pulmonary edema
Catecholamine treatment is often required, but should be administered with restraint (can increase the myocardial oxygen consumption), give milrinoneor dobutamine if needed, do not use dopamine
Possibly reduce afterload (e.g., sodium nitroprusside)
For severe acidosis, large amounts of NaBic are often required to manage acidosis (doses up to 10 ml/kgbw of NaBic are common!)
Aim for moderate metabolic acidosis (target pH 7.35, avoid over-buffering)
As little volume as possible should be administered; preferably only after cardiac function has recovered or is assessed to be stable in echocardiography
If the atrial defect is restrictive (leading symptom: severe cyanosis, oxygen saturation <65%, seriously ill child), pulmonary congestion has developed and an emergency balloon atrial septostomy (Rashkind maneuver) may be needed.
\nThe patient should be transferred quickly to a pediatric cardiac center for surgery after stabilization (usually a Norwood procedure as the first step of three-stage Fontan palliation).
The initial treatment of this group of patients has some common features:
\nProstaglandin E1 infusion: initial dosage 50–100 ng/kg/min
Initially more generous oxygen therapy (lowers pulmonary resistance)
Initially more generous volume therapy (i.e., 20 ml/kg bw)
Try to achieve mild metabolic alkalosis (use over-buffering) (pH 7.45–7.5)
Possibly ventilation and mild hyperventilation (pCO2 around 35 mmHg)
Possibly use an increase in systemic resistance (noradrenaline)
A critical pulmonary stenosis is a high-grade obstruction of the pulmonary valve with subsequent hypoxemia. As the right ventricle cannot drain into the pulmonary circulation, secondary hypoxia occurs due to a right-to-left shunt across the foramen ovale/ASD. The musculature of the RV is severely hypertrophic and the RV and tricuspid valve may sometimes be hypoplastic. To ensure oxygenation, the pulmonary circulation is supplied with blood from the aorta via the PDA.
After diagnosis and prostaglandin infusion organize transfer to a pediatric cardiac center for interventional catheter balloon valvuloplasty.
In pulmonary atresia with intact ventricular septum, which can be judged as extreme form of pulmonary stenosis, the right ventricle cannot drain its blood normally to the PA. The majority of blood from the right ventricle either flows back into the right atrium due to tricuspid regurgitation. In addition in some cases, the right ventricle may be connected with the coronary arteries via myocardial sinusoids. In the latter case, the coronary arteries may have other problems and are stenotic so that coronary perfusion may depend on blood flow from the right ventricle (right ventricular dependent coronary circulation (RVDCC). Usually there is suprasystemic pressure in the right ventricle and the right ventricle is hypoplastictic various degrees. Again, the pulmonary circulation is supplied with blood from the aorta via the PDA to ensure oxygenation.
After stabilization, organize transfer to a pediatric cardiac center. In most cases, cardiac catheterization is needed to rule out myocardial sinusoids and coronary anomalies. In some cases, it is possible to open the right ventricular outflow tract by interventional catheterization or implant a stent into the PDA. Otherwise interim palliative surgery (opening the right ventricular outflow tract or aortopulmonary shunt) must be performed accordingly.
In tricuspid atresia, that may give an example for all univentricular heart defects, there is no continuity between the right atrium and ventricle, so the right atrium can drain into the left atrium only across a right-to-left shunt at atrial level. There are various forms of tricuspid atresia depending on the variations of obstructions of the right ventricular outflow tract or pulmonic valve. The RV is usually perfused from the LV across a VSD that is almost always present. The RV is hypoplastic to various extents. Oxygen saturation is identical in the aorta and pulmonary artery because of the complete mixing of blood.
\nFrequently stenosis and even atresia of the pulmonary artery occur and may have a negative effect on the blood flow to the pulmonary circulation. If there is atresia or a high grade stenosis of the pulmonary artery, perfusion of the lungs depends on a patent ductus arteriosus (see above). In addition, the great vessels can be in normal position or in transposition.
\nIf there is no pulmonary stenosis and blood flow to the pulmonary circulation is unobstructed, the main symptom that may develop later on is heart failure (tachypnea, hepatomegaly, pallor, possible pulmonary edema), but this constellation is much less common.
\nInitial treatment if there is no pulmonary stenosis (leading symptom: heart failure):
\nAnticongestive treatment (diuretics, milrinone, rarely catecholamines)
Restrictive volume therapy
Restrictive oxygen therapy
Transfer to a pediatric cardiac center should be organized. If there is a restrictive atrial shunt (rare), an interventional catheter balloon atrial septostomy (Rashkind maneuver) may be needed. If there is inadequate pulmonary perfusion, a palliative aortopulmonary shunt is placed. The separation of circulations is performed later as multistep procedure (Fontan procedure).
In tetralogy of Fallot, there is a typical combination of a large VSD with overriding of the aorta, a subpulmonary and pulmonary stenosis, often combined with supravalvular stenosis of various degrees and a marked hypertrophy of the right ventricle. Cyanosis is determined by the extent of the obstruction of the right ventricular outflow tract and thereby pulmonary blood flow. In most cases, this obstruction is only mild at birth, but becomes more significant during the first few weeks of life due to the increase in the infundibular stenosis. If there is pronounced stenosis of the right ventricular outflow tract (functional pulmonary atresia), the children may already develop symptoms with cyanosis or hypoxic spells even in the neonatal period. Hypercyanotic spells occur if there is a sudden increase in subpulmonary muscular obstruction of the RVOT (i.e., agitation) or an acute drop in peripheral vascular resistance (i.e., after feeding).
\nTreatment of a hypoxic-hypercyanotic spell:
\nImmediate sedation (e.g., ketamine IV 2–5 mg/kg, alternatively opiates, benzodiazepines)
Oxygen therapy
Increase in systemic resistance by\n
pressing the child’s flexed knee against the chest (“jack-knife position”)
if necessary infusion of vasoconstrictors (noradrenaline)
generous volume bolus (e.g., 20–50 ml/kg)
Compensation of metabolic acidosis by buffering
Possibly beta blockers (e.g., propranolol IV 0.01–0.1 mg/kg very slowly under monitor guidance)
Rapid transfer to a pediatric cardiac center is urgently needed. In most circumstances, interventional management can improve the hemodynamic situation (i.e., balloon dilatation of the pulmonary valve, stenting of the right ventricular outflow tract, stenting of a PDA). Only in few cases, early surgical correction is required today. In special situations (e.g., very small children), an aortopulmonary shunt is first placed as a palliative measure to ensure lung perfusion.
From the hemodynamic aspect, this disease is an extreme form of Tetralogy of Fallot. Pulmonary perfusion is, however, dependent on a patent ductus arteriosus (prostaglandin infusion) or aortopulmonary collaterals.
After stabilization with prostaglandin infusion, a rapid transfer to a pediatric cardiac center should be organized. In cases with only membranous valvular atresia, an attempt can be made to open the valve by interventional catheterization (or with stent placement). In addition placing a stent in the PDA may help to achieve catch-up growth of the pulmonary vessels, which are almost always hypoplastic. If this intervention is not possible, an aortopulmonary shunt is placed as surgical palliation. After catch-up growth of the pulmonary vascular system, a continuity between the pulmonary vessels and the right ventricle is created surgically later (e.g., with a valved conduit).
In Ebstein’s anomaly, there is apical displacement of the tricuspid valve into the right ventricle combined with moderate to severe tricuspid regurgitation and reduced flow from the small right ventricle to the pulmonary artery. The right atrium is markedly too massively dilated. A pronounced Ebstein’s anomaly can already be symptomatic in the neonatal period. Cyanosis occurs due to a right-to-left shunt at the atrial level caused by minimal antegrade flow to the pulmonary artery. In addition, the gross dilatation of the heart may compress the lungs and impair pulmonary function.
\nThe disease may often complicated by accessory pathways (Wolf-Parkinson-White syndrome).
\nBesides initial treatment stated above, in Ebstein’s anomaly:
\nIf there is heart failure, possibly catecholamines and diuretics
If there is supraventricular tachycardia, it should be terminated with a vagal maneuver, adenosine, amiodarone, possibly cardioversion
The goal of surgical treatment is to reconstruct the tricuspid valve and close the ASD. If there is insufficient lung perfusion, it may be necessary to place an aortopulmonary shunt. If there is pronounced hypoplasia of the right ventricle, the univentricular Fontan pathway may be the only option. The overall prognosis is unfavorable for children who become symptomatic already in the neonatal period. These children require urgent transfer to a pediatric cardiac center.
In d-TGA, there is parallel connection of the pulmonary and systemic circulations; the systemic venous blood is directed back into the aorta and the pulmonary venous blood is pumped back to the pulmonary artery. Survival is only possible if shunts between the two circulatory systems do exist. The most important is a patent foramen ovale or ASD as shunt at atrial level, so oxygenated blood can reach the systemic circulation via the right ventricle across this left-to-right shunt. A PDA has a favorable effect on oxygenation because PDA blood flow increases lung perfusion and as a result the volume load and pressure in the left atrium is increased, so the left-to-right shunt at atrial level increases and more oxygenated blood can reach the systemic circulation [10].
\nOxygen application may act indirectly by reducing pulmonary resistance and thus increasing pulmonary perfusion and thereby left atrial volume load and pressure (caution: uncontrolled administration of oxygen can also lead to closure of the ductus arteriosus when used without prostaglandin).
\nIn addition to improve mixing between the two circulations, especially in “poor mixers,” an attempt should be made to improve mixed venous saturation.
\nIf there is an associated large VSD, cyanosis is usually less pronounced.
\nInitial treatment:
\nProstaglandin E1 infusion: initial dosage 50 ng/kg/min
Generous volume therapy
Aim for mild metabolic alkalosis (over-buffering) (pH 7.45–7.5, lowers pulmonary resistance)
Oxygen therapy for severe cyanosis in neonates (caution: induces closure of the ductus arteriosus)
If possible avoid intubation, ventilation and relaxation (lowers oxygen consumption and therefore increases mixed venous saturation. On the other hand, ventilation increases the intrathoracic pressure, which can impair mixing of the blood)
Consider the improve cardiac output and thus mixed venous saturation by milrinone
Generous treatment of anemia (improves oxygen supply)
If there is a restrictive shunt at the atrial level, a bedside interventional catheter balloon atrial septostomy (Rashkind maneuver) should be performed as soon as possible before transfer to a pediatric cardiac center. The surgical standard treatment is an arterial switch operation (Jatene procedure) within the first 2 weeks of life.
In a truncus arteriosus communis (TAC), only one vessel (common trunk) arises from the heart. The systemic and pulmonary circulation and the coronaries are here supplied from this trunk only. A VSD is almost always present. Since the blood follows the path of least resistance and tends to flow into the pulmonary circulation, there is usually excessive pulmonary blood flow after the drop in pulmonary resistance between the second and eighth weeks of life. In this situation, clinical signs of heart failure are already present in the first weeks of life. Due to the significant pulmonary recirculation, there is often only astonishingly mild cyanosis, although the trunk vessel contains only mixed blood.
\nInitial treatment:
\nOxygen lowers pulmonary resistance and thus increases blood flow to the pulmonary circulation, leading to excessive pulmonary blood flow and increasing heart failure—therefore, use oxygen restrictively
Treatment of heart failure: diuretics, possibly catecholamines (dobutamine) or phosphodiesterase inhibitor (milrinone), afterload reducer (ACE inhibitor, possibly sodium nitroprusside)
If associated with an interrupted aortic arch: prostaglandin E1 infusion: initial dosage 50–100 ng/kg/min
Organize transfer to a pediatric cardiac center. The definitive correction with a Rastelli procedure is generally performed within the first weeks of life depending on the clinical signs of heart failure.
Depending on the location of the anomalous connection of the pulmonary veins, we distinguish between supracardiac, cardiac, infracardiac and mixed forms. Please note that an infracardiac total anomalous pulmonary venous connection is regularly associated with an obstruction at the connection site.
\nIn a total anomalous pulmonary venous connection, all pulmonary veins drain into the systemic venous system and oxygenated blood is guided from there into the right atrium. The perfusion of the systemic circulation thus depends on a right-to-left shunt at the atrial level that is necessary for survival.
\nIn a TAPVC without obstruction of the pulmonary vein, the hemodynamic situation is similar to that of a large ASD (volume overload of the right atrium, ventricle and pulmonary circulation).
\nInitial treatment:
\nTotal anomalous pulmonary venous connection with obstruction of the pulmonary vein:
\nOxygen therapy
Intubation and ventilation with a high PEEP (>10 cm H2O) for pulmonary edema
Lower PVR: hyperventilation, generous buffering (target pH 7.45–7.5), increase oxygen supply, possibly inhaled NO or prostacyclin IV
Diuretics, possibly catecholamines for low cardiac output (caution: catecholamines can exacerbate pulmonary edema)
A TAPVC with obstruction of the pulmonary vein is an absolute cardiac surgery emergency that must be surgically corrected immediately. Dilatation with or without stent implantation can treat the stenosis of the pulmonary vein in individual cases, so that the surgical repair can be performed after the child is stabilized.
\nIf there is a restrictive atrial shunt or if surgical correction is not possible immediately, an interventional catheter balloon atrial septostomy (Rashkind maneuver) may be considered.
In a complete atrioventricular septal defect (AVSD, AV canal), both segments of the ventricular and atrial septum in the region of the AV valves are absent and the development of the AV valves is also impaired. This malformation results in a large left-to-right shunt that increases when the pulmonary resistance drops within the first weeks of life. Children with a complete AVSD usually develop heart failure when the pulmonary resistance drops after 2–8 weeks of life. The situation can be complicated by (mainly systemic) AV valve insufficiency.
trisomy 21 is frequently associated with AVSD. All neonates with trisomy 21 must therefore have an ECHO examination at an early age.
Initial treatment:
\nAvoid oxygen (excessive pulmonary blood flow is increased)
Pharmacological treatment of heart failure: diuretics, ACE inhibitors, beta blockers, rarely catecholamines (possibly digoxin?)
The corrective surgery is generally performed at the age of 4–6 months and it may be necessary earlier if conservative heart failure treatment is unsuccessful.
The following remarks apply primarily to those patients that are transferred immediately after surgery from the surgical operating room and their early postoperative period in the pediatric cardiac intensive care unit (PCICU).
\nOne of the main requirements for providing good quality of care in a PCICU is to understand that the job of the intensive care physician starts far before the operated child is admitted to the PCICU. Detailed information on the case of the child is required in advance before the day of admission. The PCICU intensivist must be aware of and understand the hemodynamics of the cardiac defect (i.e., check the ECHO, cath data, etc.), possible complicating or concomitant diseases, the actual planned surgical repair or procedure and the usually possible perioperative and postoperative complications.
\nEvery intensive care physician should be familiar with the major steps of cardiac surgery in general and the specific steps and details of the case to be admitted. These steps include the whole process of surgery from opening the thorax and the mediastinum, thereafter arterial and venous cannulation for the cardiopulmonary bypass, initiation of cardiopulmonary bypass, cardioplegic arrest and finally, the restoration of cardiac function at the end of the operation including decannulation and closure of the thorax.
\nTo obtain this crucial understanding, every intensivist should visit the cardiac theatre on a regular basis and observe about 50 surgeries per year. In complex cases, the intensivist should work together in the time after decannulation or weaning of the bypass with the anesthetist before admission of the patient to the PCICU.
The majority of patients will be admitted on a planned and forseable basis. Before the patient is transferred to the PCICU, a careful and standardized preparation of the bed/place must be completed to avoid unnecessary misunderstanding and streamline the admission process. This preparation may vary from unit to unit but generally includes the following:
\nPreparation of the ventilation equipment, adjustment of the settings to the estimated patient-specific parameters, checking of the ventilation bag and mask, oxygen delivery, suction equipment and catheters. In addition, it must be determined by contacting the operating theatre or by assessment of the preoperative information whether iNO (nitric oxide) ventilation is required and possible with the ventilation equipment
Medication plan: The prepared medication plan should be tailored to the patients’ age and weight and include the medication and calculated dosages for the presumed standardized postoperative treatment (i.e., sedation, pain therapy, antibiotics, catecholamines, vasodilators, diuretics, fluid therapy and infusions). The perfusors and flushing solutions should be purged and primed before the patient is transferred to the PCICU
Monitoring: The bedside monitor is checked beforehand and the patient-specific alarms according to reference values for age and disease are set
Administrative tasks: Unit specific paperwork is prepared and an X-ray order for the first postoperative X-ray and laboratory order for the first laboratory tests should be prepared
In order to understand the physiology of the patient, a detailed handover from the different disciplines treating the patient during surgery is necessary. The checklist in Table 2 contains some common and useful questions that the intensive care physician should discuss with the surgeons, anesthesiologists and cardiac technicians/perfusionists at transfer. The information is crucial and may have direct impact on the subsequent PCICU management.
- What were the intraoperative findings? Compared to before? |
- What surgical technique was performed? Any problems? |
- What drainages were placed intraoperatively (e.g., pleural drainage, mediastinal drainage)? |
- What is the assessment of postoperative result? |
- Was an intraoperative transesophageal echocardiography performed and what were the findings (residual gradient, valve insufficiency, residual shunt, myocardial function)? |
- Did any intraoperative arrhythmias occur? How were they treated? |
- Did any intraoperative bleeding problems occur? How were they treated? |
- Tube size and brand, cuffed and uncuffed? |
- Ventilation settings (FiO2, tidal volume, rate, peak pressure and PEEP) |
- Central venous catheter: location of insertion, size |
- Arterial access: location, size |
- Was an LA or pulmonary artery catheter placed? |
- Anesthetics and cardiac medication used (cathecolamines, vasodilators, anti arrhythmics) and their dosages |
- Heparinization and current coagulation levels |
- Use of blood products (pack red cells, platelet concentrates, fresh frozen plasma) |
- Bypass time |
- Aortic cross clamp time |
- Cardiac arrest time |
- Minimum temperature during bypass |
- Was hemofiltration performed at the end of the bypass? |
Checklist for postoperative transfer.
Immediately after the patient is admitted to the ICU, the most important clinical parameters must be assessed by the admitting physician and the nurses involved to confirm that the patient is in a stable and safe situation:
\nRespiration: Is the chest moving? How are thorax/chest movements? Symmetrical lung expansion? Adequate expansion? How is the Oxygen saturation? FiO2?
Circulation: Palpation of peripheral pulses (femoral, brachial), visual check of pressure parameters on the monitor (arterial blood pressure, CVP, if inserted pulmonary artery pressure or LA pressure) and check of capillary filling time (normal<2–3 s)
Diuresis: Is the urine bag filled? How much? Is the bladder filled despite urine catheter? Does the urine look clear or hemolytic? Does the patient appear edematous (puffy) or rather dehydrated?
Bleeding: Are the drains connected to suction? How much is in the bag and how quick is it filling? Are the secretions dark red (venous blood), bright red (arterial blood), yellowish or clear (serous), warm (fresh) or cold (older)?
Neurology: is the patient sedated/anesthetized, what is the status of the pupils, are there spontaneous movements and is the patient breathing against the ventilator?
Body temperature
Assessment of catheters, lines and cables inserted
During this gross examination to assess the patient’s stability, the patient is connected to the bedside monitor system and other equipment. The arterial and central venous accesses are connected with the pressure transducers, set to zero and activated again. The patient is also connected to the ventilator and the drainages set to suction (in general, the suction pressure is set at around 15 cm H2O). In addition, the external pacemaker is checked for proper function.
\nIn parallel, the first blood samples are taken and include an arterial and central venous blood gas analysis, an ACT and a survey of different pathology markers to asses organ function. The first blood gas analysis including electrolyte status provides information on the ventilation situation, the hemodynamic status (lactate, central venous saturation) and electrolyte metabolism (especially potassium). A standard limb ECG is then recorded, a chest X-ray arranged and finally, an initial exploratory echocardiography (ECHO) performed as a standard in every patient.
As capillary leak is a normal reaction to bypass and the subsequent inflammatory process induces edema of all organs, the amount of free water intake should be limited postoperatively. Therefore, fluid intake is ideally reduced to 30–50% of the normal maintenance on the first postoperative day and then increased day by day to 75 and finally 100% on the following days.
\nPatients, however, who underwent cardiac surgery without cardiopulmonary bypass (e.g., resection of an aortic coarctation, PDA ligature) do not require any restriction of postoperative fluid intake.
\nAs soon as the children are able to drink, oral fluid intake should not be restricted any more.
The majority of patients are ventilated after cardiac surgery when they arrive in the PCICU. Pulmonary function is affected by a large variety of preoperative, intraoperative and postoperative factors. Important examples to be considered are listed below:
\nPreoperative factors:\n
Preexisting excessive pulmonary blood flow (wet lung, congestion)
Preexisting pulmonary hypertension (left-to-right shunt)
External compression of the airways, for example, due to vascular rings or prominent pulmonary arteries
Intraoperative factors:\n
Atelectasis due to surgical manipulation in the thorax or lack of ventilation during the bypass
Edema development due to the effect of cardiopulmonary bypass and SIRS\n
Trauma of the lung
Postoperative factors:\n
Swollen mucosa (SIRS)
Atelectasis
Lung edema as a result of a postoperative increased lung perfusion. Typical examples are after a shunt procedure or operative opening of circulation in the lungs in pulmonary atresia or severe stenosis (“reperfusion edema”)
Impaired respiratory mechanics due to postoperative diaphragmatic paresis
Pain-related reduction in respiratory capacity (surgery drains)
Respiratory depression caused by drugs
Pneumothorax, pleural effusions\n
Bleeding through MAPCAS
Volume-controlled ventilation is the ventilation of choice in every cardiac patient after cardiac surgery. In many ventilators, a setting with a pressure control combination (i.e., PRVC-mode) can be chosen. Hereby markedly, lower rates are usually used (e.g., 20/min for neonates) in the sedated patient. The tidal volume is usually set to 10–15 ml/kg. A relatively long inspiration time is usually selected initially. The PEEP is around 5–10 mmHg and an FiO2 value is selected at which oxygen saturation of over 95% can be achieved. When the patients waking up, the volume controlled mode is combine with a SIMV mode.
\nIn spontaneous breathing patients, the following values can be used as references for the age-specific respiratory rate:
\nNeonates: 40/min
Infants: 25–30/min
Toddlers: 25/min
School-age children: 20/min
Adolescents: 15/min
Again, in the controlled situation, the rate settings used are much slower.
\nThe following situations are important variants from these initial settings of the ventilator:
\nCardiopulmonary bypass reduces the capacity of the immune system to act against bacterial infections and so postoperative antibiotic prophylaxis is always given for children after cardiac surgery. The antibiotics used and the duration of antibiotic treatment are, however, subject of some controversy. First or second generation cephalosporins are frequently used, for example, cefazolin 30 mg/kg/dose every 8 hourly. For an uncomplicated postoperative course, many centers carry out antibiotic prophylaxis for 2–3 days (6–9 doses, until the drains are out) although hardly any evidence-based data for this procedure are available. For patients with an open sternum or peritoneal dialysis or ECMO, no additional management is required but prolonged treatment is often used in many centers. Antibiotic prophylaxis is then continued for 24 h post-chest closure or ECMO/PD removal.
In most centers, a combination of an opiate (morphine, fentanyl) and a benzodiazepine (midazolam) is administered intravenously continuously in the initial postoperative period. Propofol is often used in older children who are sedated for only a short period. No time (2–3 days) or dose (3–8 mg/kg/h) limitation applies in these cases. Lactate levels should be checked on a routine basis.
Surgery itself and the drains in the body after surgery is painful procedure. To reduce postoperative pain, a fixed and standardized combination of non-steroidal analgesics (i.e., paracetamol, ibuprofen) and opiates (morphine, fentanyl) is usually used for analgesia for the first 2–3 days. Patient-controlled analgesia with a PCA pump is also applicable for older children (who can already play a video game).
Kidney function nearly always deteriorates in patients who have undergone cardiac surgery. The use of cardiopulmonary bypass leads to renal impairment and intraoperative fluid loading and inflammatory reactions that result in fluid retention. A negative fluid balance is therefore targeted postoperatively.
\nUrine excretion reflects a combination of cardiac function and cardiac output in combination with kidney function. In general, a urine excretion of at least 2 ml/kg/h after cardiac surgery is a minimum to ensure adequate fluid balance. Patients most often have a combination of pre-renal kidney failure (low cardiac output, capillary leak, volume deficit) in combination with the direct effects of SIRS on the kidney itself. In addition, a low systemic blood pressure and, in case of ascites, a high intra-abdominal pressure leads to a low perfusion pressure in the kidneys (aggressive drainage of ascites). Other less common examples of renal kidney failure are renal vein thrombosis or iatrogenic kidney damage (aminoglycosides, cyclosporin A). Post-renal kidney failure can be caused by obstructions in the region of the efferent urinary tract (e.g., obstruction of the urinary catheter or the urethra) or simply by increased intra abdominal pressure caused by capillary leak and ascites.
\nSuitable diuretics in the postoperative phase are primarily loop diuretics (Furosemide, ethacrynic acid). They are administered as a bolus or as a continuous infusion if the response is inadequate. The combination with theophylline sometimes enhances the effect. If excretion is insufficient or the fluid balance is clearly positive, peritoneal fluid drainage, or peritoneal dialysis should be initiated early.
Typical postoperative problems and their most common causes are summarized in Table 3.
Problem | Common causes |
---|---|
Blood pressure too high | Pain, fear, catecholamines, excessive fluid volume, result of the abrupt drug discontinuation (beta blockers, ACE inhibitors); typical postoperative problem after correction of an aortic coarctation. Rare causes: cerebral seizures, hypoglycemia (counter regulation) |
Blood pressure too low | Hypovolemia, low cardiac output: limited myocardial function, pericardial effusion, arrhythmia (junctional ectopic tachycardia, AV block), excessive drainage loss, hemorrhage, excessive diuresis; vasodilators, anaphylaxis, sepsis, shock, pneumothorax |
Central venous pressure (CVP) too low | Fluid deficit (excessive drainage losses, hemorrhage, excessive diuresis, volume intake too low) |
Central venous pressure (CVP) too high | Tense/stiff patient (reaction to wake up, insufficient sedation in ventilation patients); impaired right ventricle function. In patients with univentricular heart, a high CVP suggests poor systemic ventricular or a relevant AV valve regurgitation. Other causes are a pericardial tamponade or pneumothorax |
Arterial saturation too low | Atelectasis, hypoventilation, technical problems with the ventilation device, disconnected/obstructed tube, pneumothorax, pleural effusion, pneumonia, pulmonary edema, pulmonary hemorrhage, secretion, right to left shunt |
Arterial saturation too high | In patients with univentricular hearts, saturation over 85% suggest an imbalance between pulmonary and systemic perfusion: excessive blood flow to the lungs and diminished supply to the systemic circulation |
Bradycardia | Sinus bradycardia, AV block |
Tachycardia | Narrow QRS complexes: sinus tachycardia, supraventricular tachycardia, JET Wide QRS complexes: ventricular tachycardia |
Increase in lactate | Poor systemic perfusion, seizures, gut ischemia |
Typical postoperative problems and the most common causes.
There is a variety of factors that can result in myocardial dysfunction and subsequent low cardiac output postoperatively. Typically, they include an inflammatory reaction to cardiopulmonary bypass, myocardial ischemia and inadequate myocardial function as a result of the intraoperative clamping of the aorta, intraoperative hypothermia, a reperfusion edema, or if a surgical procedure was performed using a ventriculotomy—direct myocardial damage, coronary ischemia, inadequate cardioplegia, mechanical alteration, or an infection.
\nTypical clinical signs of low cardiac output are as follows:
\nTachycardia
Oliguria
Delayed capillary filling time (>3–4 s)
Hypotension
Decreased pulse pressure
Reduced mixed venous saturation (Note: a difference between arterial and mixed venous saturation not <20–25% suggests sufficient cardiac output and adequate oxygen supply)
Metabolic acidosis (BE less than −5)
High lactate level (>3 mmol/l)
The treatment of low cardiac output has to focus on the underlying causes which should be eliminated if possible. The following measures depending on the hemodynamic situation are commonly used as follows:
\nVolume substitution (in case of hypovolemia)
Inotropic support (catecholamines (i.e., adrenaline, dobutamine), phosphodiesterase inhibitors, intravenous calcium)
Afterload reduction (sodium nitroprusside, phosphodiesterase inhibitors)
Consider hormonal therapy for hypotensive resistance to epinephrine and vasopressors: cortisol for suspected adrenal insufficiency, IV or oral triidothyronine (T3) for euthyroid sick syndrome (low T3 levels with LCOS symptoms)
Chronotropic support (pacemaker therapy, positive chronotropic drugs)
Treatment of arrhythmias (amiodarone)
Ventilation strategy
Reduction in oxygen consumption (sedation, cooling)
Mechanical circulatory support (ECMO, LVAD)
Based on the underlying anatomy and pathophysiology, many patients may have a significant elevation of pulmonary pressures or pulmonary vascular resistance before surgery. Typical heart defects for this are those with high flow and pressure driven left-to-right shunt defects (large VSD, AVSD, Truncus, etc.) and those with unrestricted flow over a long period (i.e., >6 or 12 months of age). Postoperatively, there may be a rapid and critical increase in pulmonary arterial pressure or pulmonary vascular resistance in certain situations (i.e., agitation, external stimulation such as suctioning, pain, etc.). The result of a rapid increase in PVR is a standstill of the trans-pulmonary blood flow with secondary congestion in the right atrium (high CVP) and ventricle and drop in pressure in the left atrium and ventricle (low CO and BP). Ultimately, cardiac output collapses and the coronaries are not perfused. The following patients are at a particularly high risk for this type of crisis:
\nPatients with already increased pulmonary vascular resistance preoperatively (primary pulmonary hypertension)
Neonates within the first week of life
Patients with pulmonary venous hypertension (e.g., within the context of a total anomalous pulmonary venous connection or mitral stenosis)
Older children with a still uncorrected high flow and pressure shunt defects that led to an increase in pulmonary vascular resistance (e.g., complete AV canal, large VSD, truncus)
The following factors may increase pulmonary vascular resistance:
\nHypoxia
Acidosis (pH <7.3, BE less than −5)
High partial pressure of carbon dioxide (paCO2 >50)
Polycythemia
Atelectasis
Agitation
The following factors may reduce pulmonary vascular resistance:
\nOxygen administration
Alkalosis
Hyperventilation
NO inhalation (nitric oxide)
Recruitment of atelectatic lung segments
Prophylaxis of a pulmonary hypertensive crisis is crucial, the acute management as well as the prophylaxis of a pulmonary hypertensive crisis includes the following measures:
\nSufficient analgesia and sedation or relaxation for 1–2 days
Oxygenation (paO2 >150)
Optimizing the ventilation (adequate PEEP)
Slightly alkalotic pH level (target pH 7.4–7.5) and mild hyperventilation (paCo2 30–35)
Pharmacological vasodilators (NO, iloprost, prostacyclin)
Avoidance of unnecessary manipulations such as too frequent suctioning
Cardiac defects or surgery-specific postoperative problems and complications are summarized in Table 4.
Cardiac defect/operation | Specific early postoperative problems and complications |
---|---|
ASD closure | Sinus node dysfunction, left heart failure/pulmonary edema in older children and adults |
VSD closure | Pulmonary hypertensive crisis, complete AV block, JET, residual shunt |
AV canal correction | Pulmonary hypertensive crisis, complete AV block, JET, AV valve stenosis or incompetence |
PDA ligation | Injury to the recurrent laryngeal nerve (vocal cord paralysis) or the thoracic duct (chylothorax), accidental ligation or injury to surrounding vessels (especially left pulmonary artery, aorta |
Truncus arterious correction | Pulmonary hypertensive crisis, truncus valve stenosis or incompetence, right ventricular dysfunction |
Aortopulmonary window (correction) | Pulmonary hypertensive crisis, coronary ischemia |
Anomalous pulmonary venous connection (correction) | Pulmonary hypertensive crisis, atrial arrhythmia, residual stenosis of the pulmonary veins or pulmonary vein anastomosis with the left ventricle, high left ventricular filling pressure due to the relatively small left atrium and ventricle |
Fallot correction | Right ventricular diastolic dysfunction (poor compliance of the hypertrophic ventricle), JET, complete AV block, residual pulmonary stenosis, residual VSD, pulmonary insufficiency after a transannular patch |
Pulmonary atresia with intact ventricular septum | Right ventricular dysfunction, myocardial ischemia due to right ventricle dependent coronary circulation, circular shunting due to creation of an aortopulmonary shunt and opening of right ventricular outflow tract |
Aortic stenosis correction | Residual stenosis, disruption of left ventricular diastolic function, aortic insufficiency, AV block |
Ross procedure | Coronary ischemia |
Konno procedure | Coronary ischemia, obstruction of the right ventricular outflow tract, arrhythmias (e.g., AV block), mitral regurgitation |
Subaortic stenosis (resection) | Residual stenosis, mitral valve injury, (ventricular) arrhythmia, AV block |
Coarctation of the aorta (resection) | Residual obstruction, paraplegia, post-coarctectomy syndrome, unmasking an aortic valve stenosis, injury to the recurrent laryngeal nerve, chylothorax |
Interrupted aortic arch (correction) | Residual obstruction, compression of the left main bronchus by the aorta, injury to the recurrent laryngeal nerve, chylothorax |
Mitral stenosis correction | Pulmonary hypertensive crisis, residual stenosis, mitral regurgitation, left ventricular dysfunction |
Creation of an aortopulmonary shunt | Imbalance between systemic and pulmonary perfusion, shunt leak, shunt thrombosis, pulmonary edema, coronary ischemia |
Pulmonary artery banding | Cyanosis, insufficient banding (excessive pulmonary blood flow), Qp-Qs mismatch |
Norwood procedure | Low cardiac output, imbalance between systemic and pulmonary perfusion, residual obstruction of the aortic arch, AV valve insufficiency, SIRS |
Superior cavopulmonary anastomosis (Glenn, Hemifontan) | Cyanosis, hypertension, edema/congestion of the upper half of the body, Chylothorax |
Fontan completion | Ascites, pleural effusions, edema, cyanosis, low cardiac output, arrhythmias |
TGA (switch operation) | Coronary ischemia, left ventricular dysfunction, neo aortic insufficiency, peripheral pulmonary stenosis |
TGA (Mustard/Senning atrial baffle procedure) | Pulmonary or systemic venous obstruction, atrial arrhythmias |
Bland-White-Garland syndrome (correction) | Myocardial dysfunction, mitral regurgitation |
Specific early postoperative problem and complications (modified from Schwartz and Millar 2009 in Roger’s Handbook of Pediatric Intensive care).
The large group of heart defects with a univentricular physiology may pose great challenges to postoperative intensive care in the PCICU. These patients include those with a hypoplastic left heart syndrome, tricuspid atresia, or a double inlet left ventricle. The most important principles in the postoperative treatment of these patients are presented below. As an example, the three-stage surgical procedure for patient with a hypoplastic left heart syndrome is explained. In general, palliation in a Fontan procedure is made with the goal of achieving complete separation of the pulmonary and systemic circulation to eliminate cyanosis. The lungs are perfused passively from the vena cavae without any pumping chamber in between. The single ventricle supplies only the systemic circulation and thereby has a reduced volume load.
\nThe three stages are as follows:
\nNorwood procedure or Damus-Kaye-Stansel procedure with a shunt
Upper cavopulmonary anastomosis (Glenn procedure, “hemi Fontan”)
Total cavopulmonary anastomosis (Fontan procedure)
The Norwood procedure is the first step for patients with a hypoplastic left heart syndrome toward separation of the circulatory systems by a Fontan procedure. There are several modifications of this surgical procedure (classical Norwood, Norwood-Sano-procedure). The principal goal is to form a neo-aorta from the pulmonary artery and the hypoplastic aorta that can supply the systemic circulation with blood without a pressure gradient (i.e., unobstructed systemic blood flow). To achieve this, the pulmonary artery and the hypoplastic aorta are anastomosed distal to the valves. Additional patch material is usually required for the reconstruction of the aortic arch and excision of the coarctation. In this manner, a strong vessel for systemic perfusion is created. The pulmonary artery is transected shortly before the pulmonary artery bifurcation and in most cases, pulmonary perfusion is ensured via an aortopulmonary shunt or Sano shunt (placement of a conduit through right ventricular to pulmonary artery).
\nTo achieve the unobstructed inflow to the heart and outflow from the pulmonary veins, an atrial septectomy is also performed. There is a balance between the pulmonary and systemic circulatory systems when arterial saturation is between 75 and 85% (Qp/Qs = 1).
\nTypical problems after a Norwood procedure are low cardiac output, capillary leak caused by SIRS and hypoxemia.
\nAs a typical result of the long bypass time required or even prolonged circulatory arrest, a systemic inflammatory response syndrome (SIRS) of various degrees occurs in these neonates. As a consequence, myocardial function is usually markedly impaired so that a certain and often higher amount of catecholamine support is always needed postoperatively. Other possible causes of inadequate systemic perfusion are increased pulmonary perfusion at the expense of systemic perfusion (Qp/Qs >1; leading symptoms: arterial saturation>85%, tachycardia, hypotension, oliguria, metabolic acidosis). To manage this situation, an attempt is made by reducing the afterload of the systemic circulation and increasing pulmonary resistance. AV valve insufficiency or arrhythmias can also cause or deteriorate low cardiac output.
Hypoxemia (i.e., saturation <70%) can be the result of an imbalance between pulmonary and systemic circulations to the detriment of the pulmonary circulation—for example, in an obstruction of the aortopulmonary shunt or increased pulmonary resistance.
\nOther causes are typical pulmonary problems such as atelectasis, a pleural effusion, edema, or pneumonia. Peripheral cyanosis occurs with low cardiac output or increased oxygen consumption (leading symptom: reduced systemic venous saturation).
The aim of a superior cavopulmonary anastomosis is to allow passive blood flow from the upper half of the body into the pulmonary circulation. The superior vena cava is anastomosed in an end-to side manor with the pulmonary artery and thereby the systemic venous blood from the upper half of the body then flows passively to the lungs without an intermediate pumping chamber and is oxygenated there. The systemic venous blood from the lower half of the body does not reach the lungs, but is mixed with the pulmonary venous blood in the heart and pumped into the systemic circulation. The systemic circulation thus contains mixed blood. The saturation of these children is usually about 80–85%.
\nThis step leads to a complete hemodynamic unloading of the univentricular heart as the pulmonary circulation and systemic circulation are now connected in series. The Qp/Qs ratio is then 0.6–0.7; oxygen saturation is 80–85%. In comparison with older children, the head and upper limbs in young children are relatively large and therefore, the overall ratio of pulmonary perfusion is still higher in younger children. The percentage of systemic venous blood from the upper half of the body, that reaches the lungs via the cavopulmonary anastomosis and is oxygenated there, is correspondingly higher.
\nTypical postoperative problems are increased pressure in the superior vena cava, hypertension and hypoxemia.
\nIn a superior cavopulmonary anastomosis, elevated pressure in the superior vena cava suggests an obstruction in the area of the cavopulmonary anastomosis or pulmonary circulation or elevated pulmonary vascular resistance.
\nThe difference in pressure between the superior vena cava and atrium (transpulmonary gradient) should be <10 mmHg. A high pressure in the superior vena cava can restrict cerebral outflow and lead to marked edema in the upper half of the body (superior vena cava syndrome).
\nAfter this operation, patients should be positioned with the upper body elevated (about 45°, half sitting position). Elevated intrathoracic pressure from mechanical ventilation additionally hinders passive blood flow from the superior vena cava into the pulmonary circulation and patients should therefore be quickly extubated.
Temporary hypertension during the first few postoperative days is not unusual in these patients. The elevation of intracranial pressure that is necessary to maintain adequate cerebral perfusion pressure may be one reason. Aggressive lowering of the blood pressure should therefore be avoided but normal arterial pressures should be obtained.
Saturation levels below 75% following a superior cavopulmonary anastomosis can be caused by many reasons all resulting in a reduction in pulmonary perfusion. This may be due to an obstruction in the area of the anastomosis or pulmonary vessels. Another possible explanation is that blood from the upper half of the body is conducted past the alveoli, for example, if there are venovenous collaterals (connections between the systemic and pulmonary veins), the azygos vein was not ligated by the surgeon, a left sided superior vena cava has reopened or arteriovenous collaterals (connections between the pulmonary arteries and veins) have gained importance.
\nIn the early postoperative phase, arterial saturation can often be improved by attempting mild hypoventilation. Slightly elevated pCO2 (>50 mmHg) causes vasodilatation of the cerebral vessels, so more blood flows to the brain. Since this allows relatively more blood to reach the upper half of the body, more blood is conducted through the SVC and into the lungs and becomes oxygenated. In addition, the blood can also be slightly alkalized by administering sodium bicarbonate (target pH >7.4).
In a Fontan procedure (total cavopulmonary anastomosis), the pulmonary and systemic circulation are finally completely separated by anastomosing the inferior vena cava also with the pulmonary circulation. A tunnel is created that connects the inferior vena cava with the pulmonary artery. This tunnel may pass either through the atrium (intracardiac Fontan) or alternatively outside the heart (extracardiac tunnel). It should be standard to leave a small shunt between the Fontan tunnel and the atrium (i.e., Fontan fenestration) that functions as an overflow (right-to-left shunt) if the resistance in the pulmonary circulation is too high and not all of the systemic venous blood can enter the pulmonary circulation. This may have the disadvantage of mild hypoxemia but the positive effects (improved systemic circulation, decompression of the venous side, less ascites, edema, etc.) clearly overweigh the disadvantage of lower saturations.
\nWhen the Fontan circulation is completed, all of the systemic venous blood (exception: coronary sinus) flows passively into the pulmonary circulation without passing through a pumping ventricle. The oxygenated blood is then pumped into the systemic circulation by the univentricular heart.
\nTypical postoperative problems are low cardiac output, hypoxemia, effusions, arrhythmias and thrombosis.
\nIn Fontan patients, low cardiac output can often occur due to low preload (hypovolemia), increased pulmonary resistance, or an obstruction in the area of the systemic venous outflow (tunnel stenosis, anastomosis stenosis). Therefore, higher volume requirements are often necessary in these patients. In addition, poor ventricular function or AV valve insufficiency and arrhythmias can also cause low cardiac output.
As the completion of the Fontan procedure require surgical manipulation at the atrium and the area of the sinus node, atrial arrhythmias may occur and sinus node dysfunction is typical. A pacemaker (atrial stimulation) sometimes becomes necessary.
Cyanosis can be the result of a relevant right-to-left shunt across a tunnel fenestration. In addition, the usual pulmonary problems (i.e., pleural effusion, atelectasis, pneumonia) can also lead to hypoxemia. Reduced pulmonary perfusion, caused by arteriovenous or venovenous collaterals can also cause hypoxemia in Fontan patients.
Pleural effusions and ascites are common immediately after surgery. They can be the result of elevated venous pressure and volume load required and may lead to considerable postoperative complications.
Based on the low flow in the Fontan circuit, these patients are at an increased risk of developing venous thrombosis. This risk is increased especially if there is low cardiac output. Most centers therefore recommend lifelong anticoagulation for Fontan patients. There is, however, no uniform opinion with respect to the duration or the form of anticoagulation (vitamin K antagonists or platelet aggregation inhibitors). While many different anticoagulation regimens are used in small children (no anticoagulation, aspirin, warfarin), there is a general consensus that anti-coagulation is obligatory in patients after puberty.
Parts of this book chapter are similar to a recent publication of the third author [11]. Based on the content of the scientific information, this is, however, current state-of-the-art knowledge and medical management; therefore, similarities in the text are logical necessity.
Wine is an interesting chemical reaction system, in part due to its tartaric acid content. The oxidation of wine is known to be autoxidative [1], stimulated by Fe and Cu ions [2], and is thought to involve Fenton chemistry [3], but neither the rate nor the extent of oxygen consumption can be predicted from a knowledge of pH, metal, phenolic or organic component concentrations. Autoxidation is a spontaneous reaction in air and a radical chain reaction sequence [4, 5].
What is known is that the rate of oxygen consumption in wine is relatively slow in the natural pH range between 3.0 and 4.0. The underlying tartaric oxidation with Fe(II) and oxygen can describe the autocatalytic radical chain reaction sequence, with a distinct initiation stage, a faster, accelerating oxygen consumption propagation stage and a termination stage due to the complete consumption of oxygen and/or Fe(II). It appears that during the propagation stage, ferryl ion, hydroxyl radicals, and/or potentially tartaric acid radicals that are the origins of generating hydroxyethyl radicals when ethanol is present. These hydroxyethyl radicals would lead to an array of selective downstream reactions leading to the collective aged composition of wine. The commonly accepted formation of acetaldehyde would only be one possible fate of this selective radical.
In the study of wine oxidation, the original work by Fenton should be considered as it involves major components found in wine and wine ageing: tartaric acid, iron, and oxygen. It is well known that Fenton used hydrogen peroxide, with Fe(II), to drive the oxidation of tartaric acid. However, he also qualitatively describes the oxidation of ferrous tartrate with air [6], without the addition of hydrogen peroxide, which is now described as autoxidation. It is this reaction and its kinetics with air that sparked further exploration and discussion of pH dependences and autocatalytic kinetics [7, 8]. The study of tartaric acid, iron, and oxygen kinetics under wine-like conditions adds yet another dimension to our understanding of this famous reaction.
Wine-like conditions, in this study [9, 10], restrict the pH to an experimental range from 2.5 to 4.5, while constraining reactants: tartaric acid to 4 g/L (26.7 μM), Fe(II) to 5 mg/L (89.5 μM), and oxygen to ∼8.5 mg/L (265 mM). In addition, wine is generally stored in the dark or in darkened bottles to prevent photooxidation. Fenton indicates that the colorimetric response from this fundamental reaction does not appreciably happen without light [11], however with current spectrophotometric instruments, the reaction can be followed without the acceleration from light. The work presented here will also explore a special condition where Fe(II) is equimolar to oxygen, 265 μM, which leads a deeper understanding of the chemical reaction, component limitation and the underlying kinetics.
The time course measurements of dissolved oxygen consumption and Fe(III) formation (Figure 1) show the autocatalytic nature of tartaric acid oxidation with three distinct phases: initiation, propagation, and termination. The initiation phase clearly shows a kinetic pH dependence. The work by Smythe [8], proposed the kinetic importance of pH and the Fe(II)-tartrate complex. Tartaric acid, a dicarboxylic acid, exists as three species in this pH range: tartrate (R--), bitartrate (RH-), and tartaric acid (RH2). With varying pH, the tartrate species concentration changes [12, 13, 14, 15], thus changing the free Fe(II), and more importantly Fe(II)-tartrate concentration which correlates with a kinetic role in the initiation. The free Fe(III) and Fe(III)-tartrate ligand(s) concentration also changes across this pH range which increases the intricacy of the reaction mechanics and the intermediate species.
Oxygen consumption and Fe(III) formation at pH 2.5 to 4.5. Initial conditions at 89.5 μM Fe(II) to initiate the autocatalytic reaction in air-saturated 26.7 mM tartaric acid at pH 2.5 (
The same time courses (Figure 1) show a distinct 1:1 molar relationship between oxygen consumption and Fe(III) formation. It would be expected that Fe(III) formation correlates with Fe(II) consumption. This relationship between iron and oxygen must be maintained when developing a kinetic mechanism for the reaction.
The propagation and termination phases vary with pH as it does with initiation. Increased pH reduces the initiation period, the rate of propagation and the extent to which oxygen is consumed. The termination phase will elucidate additional kinetic considerations when elevated Fe(II) concentrations (265 μM) at pH 2.5 and pH 3.0 (Figures 2 and 3) are evaluated. At these levels, the Fe(III) formation terminates as the oxygen concentration is depleted, however beyond this point Fe(III) is consumed, apparently returning to Fe(II). This would indicate a secondary reaction with Fe(III) and an intermediate, thus driving the conversion back to Fe(II).
Oxygen consumption at pH 2.5 to 4.5 with 256 μM Fe(II). Autocatalytic reaction in air-saturated 26.7 mM tartaric acid at pH 2.5 (
Fe(III) formation at pH 2.5 to 4.5 with 256 μM Fe(II). Autocatalytic reaction in air-saturated 26.7 mM tartaric acid at pH 2.5 (
Hydrogen peroxide has been proposed as a reactant for tartaric acid oxidation [6] and an intermediate in wine oxidation [1, 16]. The simultaneous measurements of hydrogen peroxide at elevated Fe(II) concentrations (265 μM) also show a pH dependency (Figure 4). The lower pH levels have a measurable hydrogen peroxide formation with a peak concentration roughly developing as oxygen is depleted. This peak timing can be clearly seen in modeling fitting figures (Figure 5). It appears that a more rapid propagation rate leads to a greater peak hydrogen peroxide concentration. In turn, this peak hydrogen peroxide concentration has a 1:2 molar ratio with the decomposition of Fe(III) (Figure 3 and 5). Such a decomposition has been previously explored [17], however oxygen does not appear to be regenerated from the decomposition of hydrogen peroxide in this reaction.
Hydrogen peroxide formation. Autocatalytic reaction initiated with 265 μM Fe(II) in air-saturated 26.7 mM tartaric acid at pH 2.5 (
Fitted consumption and formation curves with proposed mechanism. Dissolved oxygen (
Chemical mechanisms for the Fe(II) and oxygen reactions, Fe(II) and hydrogen peroxide reactions, and/or the oxidation of tartaric acid has been explored by several researchers [7, 8, 18, 19, 20, 21, 22, 23]. However, these researchers have not had simultaneous measurements of iron, oxygen, and hydrogen peroxide, and the corresponding constraints that come with these time course measurements. These constraints specifically are: pH dependency on all autocatalytic phases, 1:1 molar oxygen consumption to Fe(III) formation during all autocatalytic phases, and 1:2 molar hydrogen peroxide consumption to Fe(III) consumption during termination. The three simultaneous curves and the constraints have led to the proposed comprehensive mechanism in Figure 6.
Mechanism used for the modeling of the oxidation of tartaric acid (RH2).
The chemical reactions associated with k1/k−1 and k2 describe the two-electron transfer to oxygen to produce hydrogen peroxide in the initiation phase of the overall tartaric oxidation reaction. These reactions consider the Fe(II) speciation and utilize Fe(II)-tartrate as the oxygen activating species. As the pH increases the concentration of Fe(II)-tartrate increases [12, 13, 14], thus leading to a shorter lag time during the initiation phase.
Reactions associated with k3/k−3, k4, k5/k−5, k6, k7, k8, k9, and k12 describe the propagation phase. This scheme describes two alternative propagation pathways; one that utilizes a ferryl (FeO2+) intermediate and another that utilizes a hydroxyl radical (•OH) intermediate. The ferryl intermediate provides an opportunity to explore pH and iron dependency in the propagation phase as it has pKa ∼ 4.7 [24]. This pKa allows for pH varying species concentration in the range of wine pH, whereas the hydroxyl radical will be pH independent. The kinetic modeling work described below will only use the ferryl pathway to fit the Fe(III), oxygen, and hydrogen peroxide simultaneous measurements; the pathway described by hydroxyl radical, k12, will not be explored here.
The oxidation of tartaric acid leads to the formation of dihydroxymaleic acid (R) [6, 11]. The reactions associated with k8 and k9 produce dihydroxymaleic acid while continuing to propagate the oxidation cycle by regenerating hydrogen peroxide or regenerating the tartaric radical respectively.
Finally, the reactions described by k10 and k11 describe termination. The reaction associated with k10 terminates the propagation cycle by producing dihydroxymaleic acid, while also regenerating Fe(II) in the process. On the other hand, k11 terminates the tartaric radical by allowing for a dimerization to occur (RR). This scheme attempts to provide a mechanism that describes the various constraints provided by the experimental measurements. However, it should be recognized that these reactions may not produce distinct isolatable species as proposed, but reactions may happen within an iron-ligand complex and/or multiple iron-ligand complexes.
The stoichiometry indicates that autocatalytic propagation reaction can be described as follows:
(proton needed on the right to balance the charge not shown)
In this reaction, H2O2 is regenerated, one electron is taken from Fe(II) and three remaining electrons for O2 reduction are taken from the substrate: two molecules RH2 are oxidized with the generation of dihydroxymaleic acid, R, and a tartaric radical, RH•. The generation of a radical will result in the formation of peroxy species RHOO• that would undergo the following oxidation,
(again, a proton needed on the left to balance the charge)
which maintains the correct 1:1 oxidation stoichiometry and regenerates H2O2. The alternative process with correct stoichiometry is the dimerization of radicals in (Eq. 1) before peroxy radical formation. In addition, other processes such as catalytic reduction of Fe(III) in (Eq. 1) by oxidation of RH•, which would violate 1:1 Fe(II)/O2 stoichiometry, are possible; however, it appears such processes play only minor role at low pH, as experimental data indicate.
As written, in one cycle of the propagation reaction in (Eqs. 1) and (2),
In order to explore the condition of exponential growth we consider a simplified reduced description of the system, keeping track of only most important variables: hydrogen peroxide p1 (
Here, V0 is the rate of hydrogen peroxide production by the initiation phase, in the reaction of oxygen and Fe(II); k11 is combined rate of conversion of hydrogen peroxide to hydroxyl radical and to ferryl complexes, and also decomposition of hydrogen peroxide by Fe(II); k12 is the rate of regeneration of hydrogen peroxide by the reaction of tartaric radicals with oxygen; k21 is the rate of generation of tartaric radicals (it may not be exactly same as k11, but close to it); k22 is the rate of tartaric radicals removal due to oxidation by Fe(III) (and generation of dihydroxymaleic acid), reaction that competes with oxidation and generation of hydrogen peroxide; and k00 is the rate of radical dimerization (these should not be confused with the actual rate constants, k11 and k12, in mechanism in the previous section).
As seen, we do not account for all intermediates involved, counting only the initial and final products, partially on the basis that those intermediates are formed on a very short time-scale, such as conversion of hydroxyl radical to tartaric radical, or formation of peroxy-radicals in the reaction of tartaric radicals with oxygen, compared to slow reaction of formation of hydrogen peroxide. The cumulative rates correspond to rate-limiting reactions; for example, formation of hydrogen peroxide from tartaric radical is defined by the proton-coupled electron transfer to peroxy-radical RHOO•. These rates themselves depend on the condition of the reaction, such as pH, and concentration of the substrates; some of them changing significantly in the reaction (oxygen, Fe(II)/Fe(III)), and some do not such as tartaric acid which is in excess. At any given condition, we can assume specific values of these reaction rates and ask what is the kinetics of the system?
The stability of the kinetic system is defined by the linearized equations. Given the current state of the hydrogen peroxide and radicals concentrations, one can ask how a small variation of these concentrations would change the state of the system in time. For small concentrations it is sufficient to consider only a linear part of the system, defined by the kinetic matrix Kij = k11, k12, k21, k22; (or with a modified coefficient k22, k22 + 2k00
The populations are changing as combination of two exponentials:
where ci are some constants. When the product
As we already mentioned, the rate k21 is essentially the same as k11, thus the condition is k21 > k22, that is the rate of generation of radicals is higher than their dissipation. As the determinant of a matrix is a product of its eigenvalues,
which is equivalent to condition found in (Eq. 6). The rate coefficients, kij of the kinetic matrix K, are themselves functions of the conditions of the reaction, which change with time, thus, the above condition may or may not be satisfied at a given every stage of the reaction.
When the exponential growth of hydrogen peroxide and tartaric radicals begins, the dissipation/termination processes get activated and stationary concentrations will be established, until oxygen and Fe(II) diminish. The stationary (maximum) values are found from (Eq. 3) at the stationary conditions
here we assumed k21 to be about the same as k11, and thus in the exponential phase k12 > k22.
At low pH, the condition of exponential growth appears to be satisfied up to a very low concentration of oxygen; eventually, of course, it breaks down, as k12 – rate of regeneration of hydrogen, for which oxygen is needed, diminishes, and rate k22 – rate of removal of radicals, bypassing peroxidation, is increasing as Fe(III) increases. The initial lag before fully developed propagation stage is due to the absence of hydrogen peroxide initially, and the incubation period is simply an accumulation of hydrogen peroxide in the system; the exponential multiplication of the initially produced hydrogen peroxide results in the development of the chain reaction that is stabilized by various radical termination process. This fully developed and stabilized chain reaction is what forms the propagation stage of the reaction.
The transition to propagation stage therefore involves a competition between the chain multiplication of radicals and their dissipation. The negative eigenvalue in the kinetic coefficients is a signature of a condition when chain multiplication exceeds that of dissipation.
Given the proposed scheme (Figure 6), tartaric acid speciation, and iron speciation [12, 13], the experimental Fe(III), oxygen, and hydrogen peroxide simultaneous measurements were fitted using kinetic modeling software, Kintecus [25]. The fitting curves for pH 2.5, 3.5, and 4.5 are shown in Figure 5 and the resulting kinetic constants are shown in Table 1. The modeling provided a reasonable fit for all conditions, especially the highly complex pH 2.5 and 265 μM Fe(II) case where Fe(III) decomposes with a similar timing to hydrogen peroxide.
k1/k−1 | 2.4E+01 | M−1 |
---|---|---|
k2 | 1.4E+01 | M−1 s−1 |
k3/k−3 | 7.8E+01 | M−1 |
k4 | 8.4E+01 | s−1 |
k5/k−5 | 6.2E+02 | M−1 |
k6 | 4.9E+05 | s−1 |
k7/ k−7 | 7.9E+01 | M−1 |
k8 | 1.1E+02 | M−1 s−1 |
k9 | 6.6E+03 | M−1 s−1 |
k10 | 9.4E+00 | M−1 s−1 |
k11 | 1.2E+00 | M−1 s−1 |
Estimated kinetic constants for 265 μM initial Fe(II) in air-saturated 26.7 mM tartaric acid at pH 2.5.
The ability of the model to fit experimental data across pH provides directional confidence. It should be recognized that the k values are not constant across pH and further examination of species and pH dependent reactions is required, however the robustness of the model and k values within a single pH can be evaluated by making predictions and examining the resulting fit. Figure 7 shows two predicted curves against experimental measurements where the initial condition of hydrogen peroxide concentration is changed by adding 2.65 μM and 26.5 μM. The predicted and actual measurements are nearly identical, which speaks to the power of the modeling and mechanism.
Oxygen consumption dependence on addition of H2O2 and predictions. Time traces with 0 μM (
The characteristic sigmoid shape of oxygen consumption in the autoxidation of tartaric acid is observed at all pH conditions. The initiation step is due to oxygen activation to hydrogen peroxide by a Fe(II)-tartrate complex. It is rapid with a time scale of minutes to hours. This reaction step is pH sensitive, slower at lower pH (2.5) than higher (4.5). The extent of peroxide formation is limited to the pool of the Fe(II) state, free and complexed. Initiation is the critical feature of autoxidation, both in these solutions and in wine.
The propagation step is due to the free Fe(II) and hydrogen peroxide oxidation of tartaric acid to produce a tartaric radical which then goes further to form dihydroxymaleic acid, regenerating Fe(II) and consuming additional oxygen as hydrogen peroxide is reformed.
The termination step cannot be explained by the direct decomposition of residual hydrogen peroxide by Fe(III) since oxygen formation is not observed. This termination step may also involve intermediates and end products such as the tartaric acid radical and dihydroxymaleic acid, which adds to the complexity of tartaric oxidation and the accuracy of this model to explain the termination as observed at low pH.
The mechanism proposed here, (Figure 6), is slightly different from that previously presented [10]. The difference lies in the propagation steps leading to the exponential growth of one hydrogen peroxide leading to two. The current version does not as accurately fit the loss of Fe(III) observed at the end of oxygen consumption, in the 2.5 pH cases.
The reactivity of dihydroxymaleic acid and the initiation of subsequent radical chain reactions makes describing and interpreting of the termination stage in this system complicated; however, it can be linked to termination of the chain propagation conditions (a negative eigen-value of the kinetic matrix) of our pseudo-first order reaction analysis of Section 3.
The unique properties of tartaric acid in these autoxidation reactions can be seen if other major organic acids are substituted for it in the same reaction medium. Figure 8 shows the individual oxidation of malic, citric and succinic acids at pH 2.5 and 4.5. At low pH none of these acid show any significant propagation stage while at high pH malic and citric acid show a slow propagation stage but still much slower than tartaric.
Wine acids and oxygen consumption. Autocatalytic reaction initiated with 265 μM Fe(II)n air-saturated 26.7 mM tartaric acid (
The propagation kinetic phase is associated with a chain reaction that requires regeneration of radicals with multiplicity factor greater than one. In our scheme,
Wine acids and oxygen consumption initiated with hydrogen peroxide. Autocatalytic reaction initiated with 265 μM Fe(II) and addition of 26.5 μM hydrogen peroxide in air-saturated 26.7 mM tartaric acid (
Indeed, the reaction overall oxygen consumption is given by the sum of probabilities of the chain, where the multiplicity factor q (probability of radical generation):
For malic acid, interestingly,
For tartaric acid the multiplicity factor is obviously greater than one and the overall oxygen consumption is as much as 10 in this trial, and the chain could run without stopping until all oxygen or Fe(II) is consumed. That is what we observe indeed for tartaric acid at low pH.
By comparison in case of succinic and citric acids, the overall probability of oxygen consumption equals to 1.
The addition of ethanol to this system (Figure 10), shows that even at concentrations of 26.5 mM and both pH of 2.5 and 4.5, the propagation reaction is not established, even when oxygen and Fe(II) are available. This effect, due to ethanol at 100 times the Fe(II) concentration is similar across pH. This can be interpreted as a competition of ferryl ion or hydroxyl radical for ethanol over tartaric acid or the depletion of tartaric radicals in the proposed cycle due to hydroxyethyl radical formation rather than a solvent dielectric effect.
Ethanol and tartaric acid. Autocatalytic reaction with 0 mM (
This indicates that the hydrogen peroxide is limiting the propagation stage but the external addition overcomes this limitation in rate (Figure 11). The extent of reaction when hydrogen peroxide is available, is independent of pH. In the absence of ethanol, 100% of the oxygen would be consumed within 15 minutes and this result is also pH independent.
Ethanol and tartaric acid initiated with hydrogen peroxide. Autocatalytic reaction with 0 mM ethanol and 0 μM H2O2 (
The addition of sulfur dioxide at 46.9 μM (30 mg/L) prevents significant development of the propagation stage, at pH 2.5 and 4.5. This is due to the reaction of bisulfite with the hydrogen peroxide formed during initiation, preventing it from accumulating to the level required for a significant propagation reaction to develop. This reaction is known to be rapid [26] at pH 2.5 and 4.5; it is essentially complete within seconds. When the addition is made during the propagation stage, the reaction is terminated even when oxygen and Fe(II) are still present. The implication for wine making is that sulfur dioxide is acting on the hydrogen peroxide production at the point of its formation in the initiation step, essentially preventing the downstream chain reactions that would normally occur (Figure 12).
Oxygen consumption with SO2 additions. Autocatalytic reaction with 0 μM (
The addition of copper(II) as CuSO4 displays very different responses at pH 2.5 and 4.5. At pH 2.5 the addition at the beginning of the reaction prevents the development of a propagation stage, suggesting that it is reacting with hydrogen peroxide formed in the initiation stage. This can be overcome by a late addition of hydrogen peroxide wherein the reaction quickly goes to completion – data not shown [9]. A similar result occurs when the addition is in mid-propagation, causing subsequent termination due to its reaction with hydrogen peroxide. In contrast, at pH 4.5 the addition at the beginning results in an enhanced initiation reaction, presumably due to the action of Cu(II)-tartaric complex providing additional oxygen activation and diminished free Cu(II) availability. A late addition of hydrogen peroxide allows the reaction to go to essentially the same level of completion as when no addition is made [9]. The oxidation of tartaric acid in the presence of Cu(II) is known to occur [27] (Figure 13).
Oxygen consumption with copper additions. Time traces with 0 μM (
The connection between the classic tartaric acid oxidation studies of Fenton, Warburg, Wieland and Franke, and Smythe and those occurring in wine comes from investigations of the oxidation of dihydroxymaleic and tartaric acids in the presence of iron (II) salts in wines [28]. Rodopulo [29] described oxidation and rearrangements resulting from tartaric oxidation into intermediates of dioxytartaric, dioxosuccinic, mesoxalic acids and glycolaldehyde and likely final products as glyoxalic and oxalic acids. He noted that in the presence of air dihydroxymaleic spontaneously oxidizes to dioxosuccinic acid, which in the absence of oxygen will react with tartaric acid forming two dihydroxymaleic acids. His opinion was that wines in an anaerobic state would contain dioxosuccinic while those with exposure to air would likely contain traces of glyoxylic and oxalic acids. A key contribution of his work was the demonstration that the addition of a ferrous tartrate precipitate to wine caused further oxygen consumption than that of ferrous sulfate, suggesting the importance of the Fe(II)-tartrate complex in wine oxidation. More accessible descriptions of this finding can be found elsewhere [30, 31]. Baraud [32] further investigated the oxidation of tartaric and dihydroxymaleic acids in wine-like conditions and tried to identify all of the products, including one of the unknown intermediates from these reactions. The relationship between these components has recently been summarized by Duca [27] and referred to as the Baraud cycle.
The proposed (Figure 6) incorporates the formation of ferryl ions and radicals, such as the hydroxyl and the tartaric radical, that are expected to be able to extract the α-hydrogen from ethanol to form the 1-hydroxyethyl radical in the presence of even small concentrations of ethanol. Hydroxyethyl radical was identified as the most important radical in beer by Andersen and Skibsted [33] and shown to be the active intermediate in the oxidation of linoleic acid to (E)-2-nonenal, a key impact volatile in “staling” character of beer [34]. It is now known to be the central radical responsible for the selective oxidation of humulones and hop acid components rather than the hydroxyl radical during the oxidation of beer [35].
Hydroxyethyl radical has been shown to react selectively with the flavonols quercetin and kaempferol, but not with epicatechin [36], and while others found that most flavonoids with a Cn-Cn+1 double bond and caffeic acid were all reactive with the hydroxyethyl radical [37]. The hydroxyethyl radical has been found in a wine held at 55°C, [38] and its selective reaction with some phenol and thiol entities in model wine has been demonstrated [39]. It is known to react with glutathione [40] as well and cinnamates in wine conditions [41]. We propose hydroxyethyl to be the major and more selective oxidizing agent, whose reactivity is likely to be determining the identity and concentrations of the downstream radical products in wine. For this reason we expect there to be little involvement of dihydroxy phenols and tannin in such reactions. As such, hydroxyethyl radical will have a selective influence on specific phenols and glutathione in determining the oxidation outcomes in wine.
The action of sulfur dioxide is to interact with hydrogen peroxide concentrations at the point of initiation and to prevent propagation. The role of ethanol is to divert ferryl ion and/or other radicals into hydroxyethyl radicals and the subsequent radical chain reactions are likely influenced more by reduced glutathione levels and the cinnamates and flavones (but not due to their dihydroxy patterns). As such many of the subsequent reactions associated with oxidation may have little if anything to do with the dissolved oxygen concentration or the quantity of oxygen it has been exposed to.
The autoxidation sequence in wine can be classified into at least 3 periods, those reactions that take place within hours and days, those resulting from that which continue to interact in the days and weeks after, and those that continue to react and rearrange in the subsequent months and years. The first period is the activation of oxygen, the autoxidation described here and the generation of tartaric acid and related radicals. The second period would be the further reactions associated with more stable and long-lived radicals not necessarily in the presence of oxygen and would be selective radical transfer reactions between different wine components, typically not ethanol. The third period would be the long-term aging reactions. These reactions would be disturbed or interspersed with periodic and/or slow diffusional delivery of oxygen, generally in bottles. It is common for wines to be exposed to some oxygen within the winery during transfers, aging and bottling and there can be abrupt increases in concentration of dissolved oxygen or slow diffusional delivery such as though barrels and porous bottle closures.
There appears to be some confusion around the role of certain wine components involved in the initiation reactions compared with those involved in the propagation and termination reactions as well as the time scales involved. It is expected that subsequent radical reactions will continue after the first stage reaction is completed. These will include redox reactions, polymerization reactions and condensation reactions but all would involve relatively stable radicals and are not expected to require additional oxygen. This makes attempts to correlate the extent of product formation in wine with the rate, the extent of oxygen consumption, or the initial wine composition of major components likely to be unsuccessful.
Existing reaction pathways that have been proposed for wine oxidation use mostly free Fe(II) ions as the initial reactive species and all suggest the formation of the hydroxyl radical as the high oxidation state radical [42, 43]. Most of these proposed pathways have a coupled oxidation of a dihydroxy phenol for Fe(II) regeneration but none account for pH or the fact that almost half of the total Fe(II) in wine is in the Fe(II)-tartrate complex form. None of these proposed pathways can be used to describe the observed autoxidation of tartaric acid in wine conditions. Most propose the formation of acetaldehyde from ethanol as the major oxidation product. The indiscriminate and almost instantaneous reactions with hydroxyl radicals should result in acetaldehyde (and glyceraldehyde) formation directly coupled to oxygen consumption and in a ratio of products proportional to their initial concentrations. Formation of acetaldehyde involving dihydroxy phenols does occur but only at elevated temperatures, 50°C [1]. Such formation has not been shown to be related to either the extent or rate of oxygen consumption at ambient or wine storage temperatures.
The role of other transition metal complexes in the initiation and propagation reactions needs to be investigated further. Here, there are effects due to the presence of malic acid and copper (II) which will vary between wines, especially before and after the malolactic fermentation and as a result of copper additions during winemaking. We expect their effects to be related to the concentrations of their complexes.
Lastly, the recovery of wines to an initial state after exposure to oxygen was reported to take several days [16]. This might be interpreted as being due to a slower return of Fe(II) for further initiation and or propagation reactions due to certain wine constituents that are absent in these model solutions studies. This deserves further research attention.
The autoxidation of tartaric acid in the presence of Fe(II) has been demonstrated in solution over the pH range 2.5 to 4.5. A mechanism that can describe the observations is proposed and fitted to a kinetic model. Preliminary estimates of the rate constants are presented. The effects on these reactions due to additions of ethanol, sulfur dioxide and copper at wine-like conditions are described. The implications of this radical chain reactions sequence to describe the autoxidation of wine and idea of radical chain propagation in wine are discussed.
This work was supported in part by Treasury Wine Estates (REC), by NIH grant GM054052 (AAS) and the Stephen Sinclair Scott Endowment (RBB).
The authors declare no conflict of interest.
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His studies in robotics lead him not only to a PhD degree but also inspired him to co-found and build the International Journal of Advanced Robotic Systems - world's first Open Access journal in the field of robotics.",institutionString:null,institution:{name:"TU Wien",country:{name:"Austria"}}},{id:"441",title:"Ph.D.",name:"Jaekyu",middleName:null,surname:"Park",slug:"jaekyu-park",fullName:"Jaekyu Park",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/441/images/1881_n.jpg",biography:null,institutionString:null,institution:{name:"LG Corporation (South Korea)",country:{name:"Korea, South"}}},{id:"465",title:"Dr",name:"Christian",middleName:null,surname:"Martens",slug:"christian-martens",fullName:"Christian Martens",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"479",title:"Dr.",name:"Valentina",middleName:null,surname:"Colla",slug:"valentina-colla",fullName:"Valentina Colla",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/479/images/358_n.jpg",biography:null,institutionString:null,institution:{name:"Sant'Anna School of Advanced Studies",country:{name:"Italy"}}},{id:"494",title:"PhD",name:"Loris",middleName:null,surname:"Nanni",slug:"loris-nanni",fullName:"Loris Nanni",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/494/images/system/494.jpg",biography:"Loris Nanni received his Master Degree cum laude on June-2002 from the University of Bologna, and the April 26th 2006 he received his Ph.D. in Computer Engineering at DEIS, University of Bologna. 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His current research interests are in the fields of intelligent control and robotics.",institutionString:null,institution:{name:"Technical University of Sofia",country:{name:"Bulgaria"}}},{id:"585",title:"Prof.",name:"Munir",middleName:null,surname:"Merdan",slug:"munir-merdan",fullName:"Munir Merdan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/585/images/system/585.jpg",biography:"Munir Merdan received the M.Sc. degree in mechanical engineering from the Technical University of Sarajevo, Bosnia and Herzegovina, in 2001, and the Ph.D. degree in electrical engineering from the Vienna University of Technology, Vienna, Austria, in 2009.Since 2005, he has been at the Automation and Control Institute, Vienna University of Technology, where he is currently a Senior Researcher. 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Aalborg University has Two Satellite Campuses, one in Copenhagen (Aalborg University Copenhagen) and the other in Esbjerg (Aalborg University Esbjerg).\n· He is a member of prestigious IEEE (Institute of Electrical and Electronics Engineers), and IAENG (International Association of Engineers) organizations. \n· He is the chief Editor of the Journal of Software Engineering.\n· He is the member of the Editorial Board of International Journal of Computer Science and Software Technology (IJCSST) and International Journal of Computer Engineering and Information Technology. \n· He is also the Editor of Communication in Computer and Information Science CCIS-20 by Springer.\n· Reviewer For Many Conferences\nHe is the lead person in making collaboration agreements between Aalborg University and many universities of Pakistan, for which the MOU’s (Memorandum of Understanding) have been signed.\nProfessor Akbar is working in Academia since 1990, he started his career as a Lab demonstrator/TA at the University of Sussex. After finishing his P. hD degree in 1992, he served in the Industry as a Scientific Officer and continued his academic career as a visiting scholar for a number of educational institutions. In 1996 he joined National University of Science & Technology Pakistan (NUST) as an Associate Professor; NUST is one of the top few universities in Pakistan. In 1999 he joined an International Company Lineo Inc, Canada as Manager Compiler Group, where he headed the group for developing Compiler Tool Chain and Porting of Operating Systems for the BLACKfin processor. The processor development was a joint venture by Intel and Analog Devices. In 2002 Lineo Inc., was taken over by another company, so he joined Aalborg University Denmark as an Assistant Professor.\nProfessor Akbar has truly a multi-disciplined career and he continued his legacy and making progress in many areas of his interests both in teaching and research. 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It often results in high productivity and requires large capital investments, low operating costs, and good safety conditions. The main topics that will be discussed in this chapter will include an introduction into the general features of open pit mining, ore body characteristics and configurations, stripping ratios and stripping overburden methods, mine elements and parameters, open pit operation cycle, pit slope angle, stability of mine slopes, types of highwall failures, mine closure and reclamation, and different variants of surface mining methods including opencast mining, mountainous mining, and artisan mining.",book:{id:"8620",slug:"mining-techniques-past-present-and-future",title:"Mining Techniques",fullTitle:"Mining Techniques - Past, Present and Future"},signatures:"Awwad H. Altiti, Rami O. Alrawashdeh and Hani M. Alnawafleh",authors:[{id:"313182",title:"Prof.",name:"Rami",middleName:null,surname:"Alrawashdeh",slug:"rami-alrawashdeh",fullName:"Rami Alrawashdeh"},{id:"313522",title:"Dr.",name:"Awwad",middleName:null,surname:"Altiti",slug:"awwad-altiti",fullName:"Awwad Altiti"},{id:"313523",title:"Prof.",name:"Hani",middleName:null,surname:"Alnawafleh",slug:"hani-alnawafleh",fullName:"Hani Alnawafleh"}]},{id:"64027",title:"Stages of a Integrated Geothermal Project",slug:"stages-of-a-integrated-geothermal-project",totalDownloads:4341,totalCrossrefCites:2,totalDimensionsCites:3,abstract:"A geothermal project constitutes two big stages: the exploration and the exploitation. Each one has a single task whose results allow defining the feasibility of a geothermal project, until achieving the construction and operation stage of the power generation plant. The first stage contains the area recognition, its limitation to the target, and elimination of external factors until defining a geothermal zone with characteristics to be commercially exploited. The main studies and analysis that can be applied during the exploration stage are listed, and the major indicator to continue with the project or suspend is the prefeasibility report. The major risks in the exploration stage are due to studies that are carried out on the surface; at this stage, the costs can be considered low. The main results of the exploration are the selection of sites to drill three or four initial wells. Each well provides a direct overview of the reservoir: depth, production thicknesses, thermodynamic parameters, and production characteristics. The drilling of three to four exploratory wells is recommended, as far as there is certainty of the feasibility of the project, and the development of the field begins with drilling of sufficient wells to feed the plant. In this stage, the cost increases, but the risks decrease.",book:{id:"7504",slug:"renewable-geothermal-energy-explorations",title:"Renewable Geothermal Energy Explorations",fullTitle:"Renewable Geothermal Energy Explorations"},signatures:"Alfonso Aragón-Aguilar, Georgina Izquierdo-Montalvo,\nDaniel Octavio Aragón-Gaspar and Denise N. Barreto-Rivera",authors:[{id:"258358",title:"Dr.",name:"Alfonso",middleName:null,surname:"Aragón-Aguilar",slug:"alfonso-aragon-aguilar",fullName:"Alfonso Aragón-Aguilar"}]},{id:"63059",title:"Generation, Evolution, and Characterization of Turbulence Coherent Structures",slug:"generation-evolution-and-characterization-of-turbulence-coherent-structures",totalDownloads:3618,totalCrossrefCites:3,totalDimensionsCites:4,abstract:"Turbulence stands as one of the most complicated and attractive physical phenomena. The accumulated knowledge has shown turbulent flow to be composed of islands of vortices and uniform-momentum regions, which are coherent in both time and space. Research has been concentrated on these structures, their generation, evolution, and interaction with the mean flow. Different theories and conceptual models were proposed with the aim of controlling the boundary layer flow and improving numerical simulations. Here, we review the different classes of turbulence coherent structures and the presumable generation mechanisms for each. The conceptual models describing the generation of turbulence coherent structures are generally classified under two categories, namely, the bottom-up mechanisms and the top-down mechanisms. The first assumes turbulence to be generated near the surface by some sort of instabilities, whereas the second assigns an active role to the large outer layer structures, perhaps the turbulent bulges. Both categories of models coexist in the flow with the first dominating turbulence generation at low Reynolds number and the second at high Reynolds number, such as the case in the atmospheric boundary layer.",book:{id:"7214",slug:"turbulence-and-related-phenomena",title:"Turbulence and Related Phenomena",fullTitle:"Turbulence and Related Phenomena"},signatures:"Zambri Harun and Eslam Reda Lotfy",authors:[{id:"243152",title:"Dr.",name:"Zambri",middleName:null,surname:"Harun",slug:"zambri-harun",fullName:"Zambri Harun"},{id:"252195",title:"Dr.",name:"Eslam",middleName:null,surname:"Reda",slug:"eslam-reda",fullName:"Eslam Reda"}]},{id:"64562",title:"Electrical Resistivity Tomography: A Subsurface-Imaging Technique",slug:"electrical-resistivity-tomography-a-subsurface-imaging-technique",totalDownloads:3182,totalCrossrefCites:7,totalDimensionsCites:10,abstract:"Electrical resistivity tomography (ERT) is a popular geophysical subsurface-imaging technique and widely applied to mineral prospecting, hydrological exploration, environmental investigation and civil engineering, as well as archaeological mapping. This chapter offers an overall review of technical aspects of ERT, which includes the fundamental theory of direct-current (DC) resistivity exploration, electrode arrays for data acquisition, numerical modelling methods and tomographic inversion algorithms. The section of fundamental theory shows basic formulae and principle of DC resistivity exploration. The section of electrode arrays summarises the previous study on all traditional-electrode arrays and recommends 4 electrode arrays for data acquisition of surface ERT and 3 electrode arrays for cross-hole ERT. The section of numerical modelling demonstrates an advanced version of finite-element method, called Gaussian quadrature grid approach, which is advantageous to a numerical simulation of ERT for complex geological models. The section of tomographic inversion presents the generalised standard conjugate gradient algorithms for both the l1- and l2-normed inversions. After that, some synthetic and real imaging examples are given to show the near-surface imaging capabilities of ERT.",book:{id:"8361",slug:"applied-geophysics-with-case-studies-on-environmental-exploration-and-engineering-geophysics",title:"Applied Geophysics with Case Studies on Environmental, Exploration and Engineering Geophysics",fullTitle:"Applied Geophysics with Case Studies on Environmental, Exploration and Engineering Geophysics"},signatures:"Bing Zhou",authors:null},{id:"17670",title:"The Qatar–South Fars Arch Development (Arabian Platform, Persian Gulf): Insights from Seismic Interpretation and Analogue Modelling",slug:"the-qatar-south-fars-arch-development-arabian-platform-persian-gulf-insights-from-seismic-interpreta",totalDownloads:8964,totalCrossrefCites:16,totalDimensionsCites:40,abstract:null,book:{id:"1297",slug:"new-frontiers-in-tectonic-research-at-the-midst-of-plate-convergence",title:"New Frontiers in Tectonic Research",fullTitle:"New Frontiers in Tectonic Research - At the Midst of Plate Convergence"},signatures:"C.R. Perotti, S. Carruba, M. Rinaldi, G. Bertozzi, L. Feltre and M. Rahimi",authors:[{id:"38310",title:"Dr.",name:"Stefano",middleName:null,surname:"Carruba",slug:"stefano-carruba",fullName:"Stefano Carruba"},{id:"42459",title:"Prof.",name:"Cesare",middleName:null,surname:"Perotti",slug:"cesare-perotti",fullName:"Cesare Perotti"},{id:"42460",title:"Dr.",name:"Marco",middleName:null,surname:"Rinaldi",slug:"marco-rinaldi",fullName:"Marco Rinaldi"},{id:"42465",title:"Dr.",name:"Giuseppe",middleName:null,surname:"Bertozzi",slug:"giuseppe-bertozzi",fullName:"Giuseppe Bertozzi"},{id:"42466",title:"Dr.",name:"Luca",middleName:null,surname:"Feltre",slug:"luca-feltre",fullName:"Luca Feltre"},{id:"42467",title:"Dr.",name:"Mashallah",middleName:null,surname:"Rahimi",slug:"mashallah-rahimi",fullName:"Mashallah Rahimi"}]}],onlineFirstChaptersFilter:{topicId:"104",limit:6,offset:0},onlineFirstChaptersCollection:[{id:"81626",title:"Use of Natural Safiot Clay for the Removal of Chemical Substances from Aqueous Solutions by Adsorption: A Combined Experimental and Theoretical Study",slug:"use-of-natural-safiot-clay-for-the-removal-of-chemical-substances-from-aqueous-solutions-by-adsorpti",totalDownloads:24,totalDimensionsCites:0,doi:"10.5772/intechopen.101605",abstract:"The main objective of this work was to investigate the potential of Natural Safiot Clay (NSC), as an adsorbent for the removal of two cationic dyes such as Basic Blue 9 (BB9) and Basic Yellow 28 (BY28) from single and binary systems in aqueous solutions. For this, the effects of three factors controlling the adsorption process, such as initial dye concentration, adsorbent dose, and initial pH on the adsorption extent, were investigated and examined. The natural safiot clay was characterized using the following technique: energy-dispersive X-ray spectroscopy (EDX), scanning electron microscopy (SEM), DRX, and Fourier transform infrared (FT-IR) and pH of the point of zero charge (pHZPC). Energy-dispersive X-ray spectroscopy results indicate high percentages of Silica and Alumina. FT-IR spectrum identified kaolinite as the major mineral phase in the presence of quartz, calcite, and dolomite. The quantum theoretical study confirms the experimental results, through the study of the global and local reactivity and the electrophilicity power of the dyes. The electrophilicity power of dyes affects the removal efficiency. The theoretical study proves that BB9 (ω = 6.178) is more electrophilic than BY28 (ω = 2.480) and more interactions with surface sites. The results of the molecular dynamics simulation indicate that the dyes are adsorbed parallel to the surface of natural Safi clay (kaolinite), implying the strong interaction with the kaolinite atoms. All the results of quantum chemistry calculations and simulations of molecular dynamics are in perfect agreement with the results of the experimental study.",book:{id:"11137",title:"Mineralogy",coverURL:"https://cdn.intechopen.com/books/images_new/11137.jpg"},signatures:"Aziz El Kassimi, Mohammadine El Haddad, Rachid Laamari, Mamoune El Himri, Youness Achour and Hicham Yazid"},{id:"80866",title:"Normative Mineralogy Especially for Shales, Slates, and Phyllites",slug:"normative-mineralogy-especially-for-shales-slates-and-phyllites",totalDownloads:44,totalDimensionsCites:0,doi:"10.5772/intechopen.102346",abstract:"First, an insight into normative mineralogy and the most important methods for calculating the standard or norm minerals, such as the CIPW norm, is given. This is followed by a more detailed explanation of “slatenorm” and “slatecalculation” for low and very low metamorphic rocks, such as phyllites, slates, and shales. They are particularly suitable for fine-grained rocks where the mineral content is difficult to determine. They enable the determination of a virtual mineral inventory from full chemical analysis, including the values of carbon dioxide (CO2), carbon (C), and sulfur (S). The determined norm or standard minerals include the minerals—feldspars, carbonates, micas, hydro-micas, chlorites, ore minerals, and quartz. The advantages of slatenorm and slatecalculation compared to other methods for calculating normal minerals of sedimentary rocks are discussed.",book:{id:"11137",title:"Mineralogy",coverURL:"https://cdn.intechopen.com/books/images_new/11137.jpg"},signatures:"Hans Wolfgang Wagner"},{id:"80770",title:"Mg-Ilmenite from Kimberlites, Its Origin",slug:"mg-ilmenite-from-kimberlites-its-origin",totalDownloads:57,totalDimensionsCites:0,doi:"10.5772/intechopen.102676",abstract:"The main regularities of the saturation of kimberlite rocks with the accessory mineral Mg-ilmenite (Ilm), the peculiarities of the distribution of Ilm compositions in individual pipes, in different clusters of pipes, in diamondiferous kimberlite fields, are considered as the example of studies carried out within the Yakutian kimberlite province (Siberian Craton). Interpretation of different crystallization trends in MgO-Cr2O3 coordinates (conventionally named “Haggerty’s parabola”, “Steplike”, “Hockey stick”, as well as the peculiarities of heterogeneity of individual zonal and polygranular Ilm macrocrysts made it possible to propose a three-stage model of crystallization Ilm: (1) Mg-Cr poor ilmenite crystallizing from a primitive asthenospheric melt; (2) Continuing crystallization in the lithospheric contaminated melt by MgO and Cr2O3; (3) Ilmenite subsequently underwent sub-solidus recrystallization in the presence of an evolved kimberlite melt under increasing oxygen fugacity (ƒO2) conditions.",book:{id:"11137",title:"Mineralogy",coverURL:"https://cdn.intechopen.com/books/images_new/11137.jpg"},signatures:"Sergey I. Kostrovitsky"},{id:"80553",title:"Investigation of Accessory Minerals from the Blatná Granodiorite Suite, Bohemian Massif, Czech Republic",slug:"investigation-of-accessory-minerals-from-the-blatn-granodiorite-suite-bohemian-massif-czech-republic",totalDownloads:48,totalDimensionsCites:0,doi:"10.5772/intechopen.102628",abstract:"The Central Bohemian magmatic complex belongs to the Central European Variscan belt. The granitic rocks of this plutonic complex are formed by several suites of granites, granodiorites, and tonalites, together with small bodies of gabbros, gabbro diorites, and diorites. The granodiorites of the Blatná suite are high-K, calc-alkaline to shoshonitic, and metaluminous to slightly peraluminous granitic rocks. Compared to the common I-type granites, granodiorites of the Blatná suite are enriched in Mg (1.0–3.4 wt.% MgO), Ba (838–2560 ppm), Sr. (257–506 ppm), and Zr (81–236 ppm). For granodiorites of the Blatná suite is assemblage of apatite, zircon, titanite, and allanite significant. Zircon contains low Hf concentrations (1.1–1.7 wt.% HfO2). The composition of titanite ranges from 83 to 92 mol.% titanite end-member. Allanite is relatively Al-poor and displays Feox. ratio 0.2–0.5.",book:{id:"11137",title:"Mineralogy",coverURL:"https://cdn.intechopen.com/books/images_new/11137.jpg"},signatures:"Miloš René"},{id:"80423",title:"Minerals as Prebiotic Catalysts for Chemical Evolution towards the Origin of Life",slug:"minerals-as-prebiotic-catalysts-for-chemical-evolution-towards-the-origin-of-life",totalDownloads:104,totalDimensionsCites:0,doi:"10.5772/intechopen.102389",abstract:"A transition from geochemistry to biochemistry has been considered as a necessary step towards the emergence of primordial life. Nevertheless, how did this transition occur is still elusive. The chemistry underlying this transition is likely not a single event, but involves many levels of creation and reconstruction, finally reaching the molecular, structural, and functional buildup of complexity. Among them, one apparent question is: how the biochemical catalytic system emerged from the mineral-based geochemical system? Inspired by the metal–ligand structures in metalloenzymes, many researchers have proposed that transition metal sulfide minerals could have served as structural analogs of metalloenzymes for catalyzing prebiotic redox conversions. This assumption has been tested and verified to some extent by several studies, which focused on using Earth-abundant transition metal sulfides as catalysts for multi-electron C and N conversions. The progress in this field will be introduced, with a focus on the CO2 fixation and ammonia synthesis from nitrate/nitrite reduction and N2 reduction. Recently developed methods for screening effective mineral catalysts were also reviewed.",book:{id:"11137",title:"Mineralogy",coverURL:"https://cdn.intechopen.com/books/images_new/11137.jpg"},signatures:"Yamei Li"},{id:"80338",title:"Ionic Conductivity of Strontium Fluoroapatites Co-doped with Lanthanides",slug:"ionic-conductivity-of-strontium-fluoroapatites-co-doped-with-lanthanides",totalDownloads:53,totalDimensionsCites:0,doi:"10.5772/intechopen.102410",abstract:"Britholites derivatives of apatite’s that contain lanthanium and neodymium in the serial compounds Sr8La2−xNdx(PO4)4(SiO4)2F2 with 0 ≤ x ≤ 2 were subject of the present investigation. The solid state reaction was the route of preparing these materials. Several techniques were employed for the analysis and characterization of the synthesized powders. The chemical analysis results indicated that molar ratio Sr+La+NdP+Si was of about 1.67 value of a stoichiometric powder. The X-ray diffraction data showed single-phase apatites crystallizing in hexagonal structure with P63/m space group were successively obtained. Moreover, the substitution of lanthanium by neodymium in strontium phosphosilicated fluorapatite was total. This was confirmed by the a and c lattice parameters contraction when (x) varies coherently to the sizes of the two cations. The infrared spectroscopy and the 31P NMR (MAS) exhibited the characteristic bands of phosphosilicated fluorapatite. The pressureless sintering of the material achieved a maximum of 89% relative density. The sintered specimens indicated that the Nd content as well as the heating temperature affected the ionic conduction of the materials and the maximum was 1.73 × 10−6 S cm−1 obtained at 1052 K for x = 2.",book:{id:"11137",title:"Mineralogy",coverURL:"https://cdn.intechopen.com/books/images_new/11137.jpg"},signatures:"Khouloud Kthiri, Mohammed Mehnaoui, Samira Jebahi, Khaled Boughzala and Mustapha Hidouri"}],onlineFirstChaptersTotal:10},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:8,limit:8,total:0},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:9,numberOfPublishedChapters:89,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:104,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:31,numberOfPublishedChapters:314,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:11,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:141,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:129,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:113,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:105,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:18,numberOfOpenTopics:2,numberOfUpcomingTopics:1,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:5,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:14,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}},{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}}]},series:{item:{id:"14",title:"Artificial Intelligence",doi:"10.5772/intechopen.79920",issn:"2633-1403",scope:"Artificial Intelligence (AI) is a rapidly developing multidisciplinary research area that aims to solve increasingly complex problems. In today's highly integrated world, AI promises to become a robust and powerful means for obtaining solutions to previously unsolvable problems. This Series is intended for researchers and students alike interested in this fascinating field and its many applications.",coverUrl:"https://cdn.intechopen.com/series/covers/14.jpg",latestPublicationDate:"June 11th, 2022",hasOnlineFirst:!0,numberOfPublishedBooks:9,editor:{id:"218714",title:"Prof.",name:"Andries",middleName:null,surname:"Engelbrecht",slug:"andries-engelbrecht",fullName:"Andries Engelbrecht",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRNR8QAO/Profile_Picture_1622640468300",biography:"Andries Engelbrecht received the Masters and PhD degrees in Computer Science from the University of Stellenbosch, South Africa, in 1994 and 1999 respectively. He is currently appointed as the Voigt Chair in Data Science in the Department of Industrial Engineering, with a joint appointment as Professor in the Computer Science Division, Stellenbosch University. Prior to his appointment at Stellenbosch University, he has been at the University of Pretoria, Department of Computer Science (1998-2018), where he was appointed as South Africa Research Chair in Artifical Intelligence (2007-2018), the head of the Department of Computer Science (2008-2017), and Director of the Institute for Big Data and Data Science (2017-2018). In addition to a number of research articles, he has written two books, Computational Intelligence: An Introduction and Fundamentals of Computational Swarm Intelligence.",institutionString:null,institution:{name:"Stellenbosch University",institutionURL:null,country:{name:"South Africa"}}},editorTwo:null,editorThree:null},subseries:{paginationCount:6,paginationItems:[{id:"22",title:"Applied Intelligence",coverUrl:"https://cdn.intechopen.com/series_topics/covers/22.jpg",isOpenForSubmission:!0,annualVolume:11418,editor:{id:"27170",title:"Prof.",name:"Carlos",middleName:"M.",surname:"Travieso-Gonzalez",slug:"carlos-travieso-gonzalez",fullName:"Carlos Travieso-Gonzalez",profilePictureURL:"https://mts.intechopen.com/storage/users/27170/images/system/27170.jpeg",biography:"Carlos M. Travieso-González received his MSc degree in Telecommunication Engineering at Polytechnic University of Catalonia (UPC), Spain in 1997, and his Ph.D. degree in 2002 at the University of Las Palmas de Gran Canaria (ULPGC-Spain). He is a full professor of signal processing and pattern recognition and is head of the Signals and Communications Department at ULPGC, teaching from 2001 on subjects on signal processing and learning theory. His research lines are biometrics, biomedical signals and images, data mining, classification system, signal and image processing, machine learning, and environmental intelligence. He has researched in 52 international and Spanish research projects, some of them as head researcher. He is co-author of 4 books, co-editor of 27 proceedings books, guest editor for 8 JCR-ISI international journals, and up to 24 book chapters. He has over 450 papers published in international journals and conferences (81 of them indexed on JCR – ISI - Web of Science). He has published seven patents in the Spanish Patent and Trademark Office. He has been a supervisor on 8 Ph.D. theses (11 more are under supervision), and 130 master theses. He is the founder of The IEEE IWOBI conference series and the president of its Steering Committee, as well as the founder of both the InnoEducaTIC and APPIS conference series. He is an evaluator of project proposals for the European Union (H2020), Medical Research Council (MRC, UK), Spanish Government (ANECA, Spain), Research National Agency (ANR, France), DAAD (Germany), Argentinian Government, and the Colombian Institutions. He has been a reviewer in different indexed international journals (<70) and conferences (<250) since 2001. He has been a member of the IASTED Technical Committee on Image Processing from 2007 and a member of the IASTED Technical Committee on Artificial Intelligence and Expert Systems from 2011. \n\nHe has held the general chair position for the following: ACM-APPIS (2020, 2021), IEEE-IWOBI (2019, 2020 and 2020), A PPIS (2018, 2019), IEEE-IWOBI (2014, 2015, 2017, 2018), InnoEducaTIC (2014, 2017), IEEE-INES (2013), NoLISP (2011), JRBP (2012), and IEEE-ICCST (2005)\n\nHe is an associate editor of the Computational Intelligence and Neuroscience Journal (Hindawi – Q2 JCR-ISI). He was vice dean from 2004 to 2010 in the Higher Technical School of Telecommunication Engineers at ULPGC and the vice dean of Graduate and Postgraduate Studies from March 2013 to November 2017. He won the “Catedra Telefonica” Awards in Modality of Knowledge Transfer, 2017, 2018, and 2019 editions, and awards in Modality of COVID Research in 2020.\n\nPublic References:\nResearcher ID http://www.researcherid.com/rid/N-5967-2014\nORCID https://orcid.org/0000-0002-4621-2768 \nScopus Author ID https://www.scopus.com/authid/detail.uri?authorId=6602376272\nScholar Google https://scholar.google.es/citations?user=G1ks9nIAAAAJ&hl=en \nResearchGate https://www.researchgate.net/profile/Carlos_Travieso",institutionString:null,institution:{name:"University of Las Palmas de Gran Canaria",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"23",title:"Computational Neuroscience",coverUrl:"https://cdn.intechopen.com/series_topics/covers/23.jpg",isOpenForSubmission:!0,annualVolume:11419,editor:{id:"14004",title:"Dr.",name:"Magnus",middleName:null,surname:"Johnsson",slug:"magnus-johnsson",fullName:"Magnus Johnsson",profilePictureURL:"https://mts.intechopen.com/storage/users/14004/images/system/14004.png",biography:"Dr Magnus Johnsson is a cross-disciplinary scientist, lecturer, scientific editor and AI/machine learning consultant from Sweden. \n\nHe is currently at Malmö University in Sweden, but also held positions at Lund University in Sweden and at Moscow Engineering Physics Institute. \nHe holds editorial positions at several international scientific journals and has served as a scientific editor for books and special journal issues. \nHis research interests are wide and include, but are not limited to, autonomous systems, computer modeling, artificial neural networks, artificial intelligence, cognitive neuroscience, cognitive robotics, cognitive architectures, cognitive aids and the philosophy of mind. \n\nDr. Johnsson has experience from working in the industry and he has a keen interest in the application of neural networks and artificial intelligence to fields like industry, finance, and medicine. \n\nWeb page: www.magnusjohnsson.se",institutionString:null,institution:{name:"Malmö University",institutionURL:null,country:{name:"Sweden"}}},editorTwo:null,editorThree:null},{id:"24",title:"Computer Vision",coverUrl:"https://cdn.intechopen.com/series_topics/covers/24.jpg",isOpenForSubmission:!0,annualVolume:11420,editor:{id:"294154",title:"Prof.",name:"George",middleName:null,surname:"Papakostas",slug:"george-papakostas",fullName:"George Papakostas",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002hYaGbQAK/Profile_Picture_1624519712088",biography:"George A. Papakostas has received a diploma in Electrical and Computer Engineering in 1999 and the M.Sc. and Ph.D. degrees in Electrical and Computer Engineering in 2002 and 2007, respectively, from the Democritus University of Thrace (DUTH), Greece. Dr. Papakostas serves as a Tenured Full Professor at the Department of Computer Science, International Hellenic University, Greece. Dr. Papakostas has 10 years of experience in large-scale systems design as a senior software engineer and technical manager, and 20 years of research experience in the field of Artificial Intelligence. Currently, he is the Head of the “Visual Computing” division of HUman-MAchines INteraction Laboratory (HUMAIN-Lab) and the Director of the MPhil program “Advanced Technologies in Informatics and Computers” hosted by the Department of Computer Science, International Hellenic University. He has (co)authored more than 150 publications in indexed journals, international conferences and book chapters, 1 book (in Greek), 3 edited books, and 5 journal special issues. His publications have more than 2100 citations with h-index 27 (GoogleScholar). His research interests include computer/machine vision, machine learning, pattern recognition, computational intelligence. \nDr. Papakostas served as a reviewer in numerous journals, as a program\ncommittee member in international conferences and he is a member of the IAENG, MIR Labs, EUCogIII, INSTICC and the Technical Chamber of Greece (TEE).",institutionString:null,institution:{name:"International Hellenic University",institutionURL:null,country:{name:"Greece"}}},editorTwo:null,editorThree:null},{id:"25",title:"Evolutionary Computation",coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",isOpenForSubmission:!0,annualVolume:11421,editor:{id:"136112",title:"Dr.",name:"Sebastian",middleName:null,surname:"Ventura Soto",slug:"sebastian-ventura-soto",fullName:"Sebastian Ventura Soto",profilePictureURL:"https://mts.intechopen.com/storage/users/136112/images/system/136112.png",biography:"Sebastian Ventura is a Spanish researcher, a full professor with the Department of Computer Science and Numerical Analysis, University of Córdoba. 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