List of some plants beneficial to diabetic patients.
\r\n\t
",isbn:"978-1-83968-388-6",printIsbn:"978-1-83968-387-9",pdfIsbn:"978-1-83968-389-3",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!1,hash:"61ec2bad4fc3f7060fd64b91fa12e82c",bookSignature:"Ph.D. Vicente Vanaclocha",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/10574.jpg",keywords:"Prevalence, Incidence, Worldwide Differences, Red Flags, Moyamoya and School Performance, Medical Treatment, Surgical Treatment, Genetic Markers, Immunologic Factors, Recommended Anesthetic Agents, Source of Intraoperative Complications, Post-Operative ICU Management",numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:null,numberOfDimensionsCitations:null,numberOfTotalCitations:null,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"September 23rd 2020",dateEndSecondStepPublish:"October 21st 2020",dateEndThirdStepPublish:"December 20th 2020",dateEndFourthStepPublish:"March 10th 2021",dateEndFifthStepPublish:"May 9th 2021",remainingDaysToSecondStep:"3 months",secondStepPassed:!0,currentStepOfPublishingProcess:4,editedByType:null,kuFlag:!1,biosketch:"Dr. Vicente Vanaclocha is a Chief of Neurosurgery at the University Hospital of Navarra and head of Neurosurgery Service of San Jaime Hospital in Torrevieja. He has over 25 years of experience in neuro-oncology and minimally invasive surgery techniques. He is a pioneer in many areas in neurosurgery (treatment of brain tumors, Chiari Malformation, and sacroiliac joint disorders).",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"199099",title:"Ph.D.",name:"Vicente",middleName:null,surname:"Vanaclocha",slug:"vicente-vanaclocha",fullName:"Vicente Vanaclocha",profilePictureURL:"https://mts.intechopen.com/storage/users/199099/images/system/199099.jpeg",biography:"Vicente Vanaclocha is Chief of Neurosurgery. Doctor of Medicine from the University of Valencia, he has over 25 years experience in neuro-oncology, minimally invasive and minimally invasive surgery techniques. Specialist in neurosurgery both nationally and internationally (including the General Medical Register of England and stay at the Groote Schuur Hospital in Cape Town, South Africa) has been Chief of Neurosurgery at the University Hospital of Navarra and head of Neurosurgery Service of San Jaime Hospital in Torrevieja. He was also associate professor of neurosurgery at the Faculty of Medicine of the University of Navarra and is a professor of neuroanatomy at the Catholic University of Valencia also serving as an editorial board member of repute.\nCurrently he is Associate Professor at the University of Valencia.",institutionString:"University of Valencia",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"7",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"University of Valencia",institutionURL:null,country:{name:"Spain"}}}],coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"16",title:"Medicine",slug:"medicine"}],chapters:null,productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},personalPublishingAssistant:{id:"297737",firstName:"Mateo",lastName:"Pulko",middleName:null,title:"Mr.",imageUrl:"https://mts.intechopen.com/storage/users/297737/images/8492_n.png",email:"mateo.p@intechopen.com",biography:"As an Author Service Manager my responsibilities include monitoring and facilitating all publishing activities for authors and editors. From chapter submission and review, to approval and revision, copyediting and design, until final publication, I work closely with authors and editors to ensure a simple and easy publishing process. I maintain constant and effective communication with authors, editors and reviewers, which allows for a level of personal support that enables contributors to fully commit and concentrate on the chapters they are writing, editing, or reviewing. I assist authors in the preparation of their full chapter submissions and track important deadlines and ensure they are met. I help to coordinate internal processes such as linguistic review, and monitor the technical aspects of the process. As an ASM I am also involved in the acquisition of editors. Whether that be identifying an exceptional author and proposing an editorship collaboration, or contacting researchers who would like the opportunity to work with IntechOpen, I establish and help manage author and editor acquisition and contact."}},relatedBooks:[{type:"book",id:"6546",title:"Treatment of Brachial Plexus Injuries",subtitle:null,isOpenForSubmission:!1,hash:"24a8e7c7430e86f76fb29df39582855a",slug:"treatment-of-brachial-plexus-injuries",bookSignature:"Vicente Vanaclocha and Nieves Sáiz-Sapena",coverURL:"https://cdn.intechopen.com/books/images_new/6546.jpg",editedByType:"Edited by",editors:[{id:"199099",title:"Ph.D.",name:"Vicente",surname:"Vanaclocha",slug:"vicente-vanaclocha",fullName:"Vicente Vanaclocha"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6550",title:"Cohort Studies in Health Sciences",subtitle:null,isOpenForSubmission:!1,hash:"01df5aba4fff1a84b37a2fdafa809660",slug:"cohort-studies-in-health-sciences",bookSignature:"R. Mauricio Barría",coverURL:"https://cdn.intechopen.com/books/images_new/6550.jpg",editedByType:"Edited by",editors:[{id:"88861",title:"Dr.",name:"René Mauricio",surname:"Barría",slug:"rene-mauricio-barria",fullName:"René Mauricio Barría"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1591",title:"Infrared Spectroscopy",subtitle:"Materials Science, Engineering and Technology",isOpenForSubmission:!1,hash:"99b4b7b71a8caeb693ed762b40b017f4",slug:"infrared-spectroscopy-materials-science-engineering-and-technology",bookSignature:"Theophile Theophanides",coverURL:"https://cdn.intechopen.com/books/images_new/1591.jpg",editedByType:"Edited by",editors:[{id:"37194",title:"Dr.",name:"Theophanides",surname:"Theophile",slug:"theophanides-theophile",fullName:"Theophanides Theophile"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3092",title:"Anopheles mosquitoes",subtitle:"New insights into malaria vectors",isOpenForSubmission:!1,hash:"c9e622485316d5e296288bf24d2b0d64",slug:"anopheles-mosquitoes-new-insights-into-malaria-vectors",bookSignature:"Sylvie Manguin",coverURL:"https://cdn.intechopen.com/books/images_new/3092.jpg",editedByType:"Edited by",editors:[{id:"50017",title:"Prof.",name:"Sylvie",surname:"Manguin",slug:"sylvie-manguin",fullName:"Sylvie Manguin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3161",title:"Frontiers in Guided Wave Optics and Optoelectronics",subtitle:null,isOpenForSubmission:!1,hash:"deb44e9c99f82bbce1083abea743146c",slug:"frontiers-in-guided-wave-optics-and-optoelectronics",bookSignature:"Bishnu Pal",coverURL:"https://cdn.intechopen.com/books/images_new/3161.jpg",editedByType:"Edited by",editors:[{id:"4782",title:"Prof.",name:"Bishnu",surname:"Pal",slug:"bishnu-pal",fullName:"Bishnu Pal"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"72",title:"Ionic Liquids",subtitle:"Theory, Properties, New Approaches",isOpenForSubmission:!1,hash:"d94ffa3cfa10505e3b1d676d46fcd3f5",slug:"ionic-liquids-theory-properties-new-approaches",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/72.jpg",editedByType:"Edited by",editors:[{id:"19816",title:"Prof.",name:"Alexander",surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1373",title:"Ionic Liquids",subtitle:"Applications and Perspectives",isOpenForSubmission:!1,hash:"5e9ae5ae9167cde4b344e499a792c41c",slug:"ionic-liquids-applications-and-perspectives",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/1373.jpg",editedByType:"Edited by",editors:[{id:"19816",title:"Prof.",name:"Alexander",surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"57",title:"Physics and Applications of Graphene",subtitle:"Experiments",isOpenForSubmission:!1,hash:"0e6622a71cf4f02f45bfdd5691e1189a",slug:"physics-and-applications-of-graphene-experiments",bookSignature:"Sergey Mikhailov",coverURL:"https://cdn.intechopen.com/books/images_new/57.jpg",editedByType:"Edited by",editors:[{id:"16042",title:"Dr.",name:"Sergey",surname:"Mikhailov",slug:"sergey-mikhailov",fullName:"Sergey Mikhailov"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"371",title:"Abiotic Stress in Plants",subtitle:"Mechanisms and Adaptations",isOpenForSubmission:!1,hash:"588466f487e307619849d72389178a74",slug:"abiotic-stress-in-plants-mechanisms-and-adaptations",bookSignature:"Arun Shanker and B. Venkateswarlu",coverURL:"https://cdn.intechopen.com/books/images_new/371.jpg",editedByType:"Edited by",editors:[{id:"58592",title:"Dr.",name:"Arun",surname:"Shanker",slug:"arun-shanker",fullName:"Arun Shanker"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"878",title:"Phytochemicals",subtitle:"A Global Perspective of Their Role in Nutrition and Health",isOpenForSubmission:!1,hash:"ec77671f63975ef2d16192897deb6835",slug:"phytochemicals-a-global-perspective-of-their-role-in-nutrition-and-health",bookSignature:"Venketeshwer Rao",coverURL:"https://cdn.intechopen.com/books/images_new/878.jpg",editedByType:"Edited by",editors:[{id:"82663",title:"Dr.",name:"Venketeshwer",surname:"Rao",slug:"venketeshwer-rao",fullName:"Venketeshwer Rao"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},chapter:{item:{type:"chapter",id:"70048",title:"Cross-Modality Dysfunction between the Visual and Olfactory Systems in Parkinson’s Disease",doi:"10.5772/intechopen.90116",slug:"cross-modality-dysfunction-between-the-visual-and-olfactory-systems-in-parkinson-s-disease",body:'Sensory organs independently process the corresponding external stimuli such as light, sound, pressure, taste, and smell. However, one sense rarely acts alone during the perception/cognition of a given event in daily life. Our experiences are dependent on the integration of the visual, auditory, somesthetic, gustatory, and olfactory systems. For example, during the act of smelling a strawberry, the sense of smell may vary according to the color of the strawberry (whether it is bright red or green-tinged), even if the physical odorant is the same (Figure 1). This example demonstrates that cognition is built upon cross-modality of function. The regions associated with cross-modality are spread throughout a wide area in brain [1]. For example, the integration of vision and touch is mainly associated with the right posterior fusiform gyrus and primary somatosensory cortices [2], whereas the integration of vision and audition is mainly associated with the right frontal lobe and right superior temporal gyrus [3].
An example of the effect of color effect on smell recognition. The red strawberry on the left may seem to have a more pleasant odor than the green strawberry on the right.
The accuracy of each of the senses is different, and vision is often prioritized over other senses during integration. Several studies have demonstrated that visual input strongly influences hearing [4] touch [5], taste [6], and smell [7, 8] (Figure 2); however, the reverse, in which other senses influence vision, is a rare phenomenon, excluding the auditory-vision relationships such as the McGurk effect [9] or double flash illusion [10]. For the McGurk effect, on a video of audiovisual speech, if a lip movements show a “ba-ba” sound, whereas an auditory information is that of “ga-ga”, most people experiences an illusory sound “da-da”. For the double flash illusion, if one dot flashes on the display when two beeps are sounded, most people reports experiencing two flashes. Thus, vision dominates the other senses in many cases. Although the mechanism of cross-modality has become increasingly clear in healthy persons [1, 2, 3, 4, 5, 6, 7, 8, 9, 10], a function in disease states remains unclear.
Diagram representing the effective relationship among the five senses. Vision is often prioritized over the other senses during integration.
Parkinson’s disease (PD) causes tremors of the hands, stiffness, akinesia, or inability to maintain posture. Patients with PD have decreased levels of dopamine in the striatum, which consists of the putamen and caudate nucleus, which are a part of the basal ganglia [11]. They may further develop protein-related disorders, such as the presynaptic dopamine transporter (DaT), which is responsible for the incorporation and transmission of dopamine components [12]. DaT scanning is performed with ioflupane (123I-FP-CIT), a radio-iodinated cocaine analogue [13, 14]. It has a high affinity for the DaT protein located on presynaptic nerve endings in the striatum. These nerve endings are projections of dopaminergic neurons from the substantia nigra. Binding of a radiopharmaceutical agent to DaT reflects number of striatal dopaminergic neurons. The accumulation of DaT is expressed in proportion to the occipital lobe (Figure 3). The degree of DaT deficit is associated with the severity of the movement disorder [15].
Striatal DaT deficit in Parkinson’s disease (coronal view). The left panel shows a binding radiopharmaceutical agent accumulation in a healthy person. The right panel shows a binding radiopharmaceutical agent accumulation in a patient with Parkinson’s disease. The numbers indicate binding radiopharmaceutical agent counts on the striatum per pixel.
The principal symptoms of PD are related to movement, although the non-motor symptoms are also noteworthy. For example, attention function, which demands a response speed or switching [16]; executive function, which is related to action planning or problem solving [17]; working memory function, which holds information temporarily and allocates attentional resources [18, 19]; social cognition function, which involves interpreting emotions based on others’ facial expressions [20, 21]; and temporal function, which estimates duration [22, 23] were shown to be impaired in PD.
Impairment of olfaction has also been reported in patients with PD and may be a biomarker for cognitive dysfunction and early PD [24, 25, 26]. Olfactory information is projected directly to the limbic system, including the piriform (PIR), amygdala (AMG), hippocampus (HI), and entorhinal cortex (ENT). These areas determine odor detection, its emotional evaluation (pleasant or unpleasant), and memory retrieval [27]. Olfactory information finally ascends to the orbitofrontal cortex (OFC). The OFC participates in the identification or recognition of odor, filtered through emotion and memory via activation of the AMG and HI [28]. Olfactory dysfunction in PD may occur due to deficiency of dopamine and pathological changes in the ENT, AMG and HI, especially in the areas affected by early onset of PD [29].
Furthermore, the striatum is involved in various functions, which include an integration of sensory information [30, 31, 32]. Studies have demonstrated that the striatum (putamen and caudate) acts as a “hub,” with specialized functional roles for different neuron types in mice [33] and humans [34, 35]. However, it was unclear whether PD affects cross-modal function.
Recently, a study showed that PD causes a decline in the cross-modal function of vision and olfaction [36]. This study conducted behavioral experiments to identify the influence of PD on cross-modal function by comparing the behavior of patients with PD with that of healthy controls. The principal aim of this study was to measure odor-strength perception and preference, while presenting smells paired with visual information, to characterize vision/olfaction integration in patients with PD.
In the experiment, odor detection thresholds in each participant were first determined using an olfactometer, which has five odorants (β-phenylethyl alcohol, methyl cyclopentenolone, isovaleric acid, γ-undecalactone, and skatole). For example, methyl cyclopentenolone smells like caramel pudding (pleasant) and skatole smells like rotten vegetables (unpleasant). The study employed detectable odorant thresholds in each of five categories and prepared five original pictures associated with the five odorants of each category. For example, the category “caramel pudding” consisted of a picture of “pudding” and the odorant “methyl cyclopentenolone,” whereas “rotten vegetables” consisted of “rotten vegetables” and the odorant “skatole” (Figure 4). The “control” category consisted of a noise picture and an odorless liquid. Four combinations were arranged: the original picture with the original odorant (combination “A”), the control picture with the original odorant (combination “B”), and the original picture with the control odorant (combination “C”). A control combination was added: the control picture with the control odorant (combination “D”) (Figure 5). Participants were asked take a sniff while viewing the picture, and were subsequently asked to evaluate the strength (weak – strong) and preference (pleasant – unpleasant) of each odor on a visual analog scale (VAS).
Examples of the category type. Each category consists of an original odorant and an original picture corresponding to the odorant, and a control category consisting of a noise picture and an odorless liquid (this figure is cited with edit from a part of Honma et al. [36]).
Combinations of the pictures and odorants. Combination a includes the original picture and original odorant. Combination B includes the control picture and original odorant. Combination C includes the original picture and the control odorant. Combination D includes the control picture and control odorant (this figure is cited with edit from a part of Honma et al. [36]).
In the caramel pudding category, healthy controls overestimated the odor strength compared with patients with PD, when the original picture was presented (combinations A and C). Furthermore, healthy controls negatively estimated odor preference in combinations A and C in the “rotten vegetables” category (Figure 6). The results indicate that patients with PD accurately judged odor strength, without being distracted by visual appearance whereas odor strength/preference in healthy controls was influenced by visual appearance.
(A) Strength of the odor represented on the visual analog scale. (B) Preference for odor on the visual analog scale. The visual analog scale scores of the groups (healthy controls and participants with PD) and combinations (A, B, and C) were compared for each category. The control category (combination D) was analyzed independently. Asterisks indicate significant differences. These results show that the visual input affects odor estimation in healthy controls, with little effect in PD (this figure is cited with edit from a part of Honma et al. [36]).
Furthermore, the study reported a possible effect of striatal DaT deficits in patients with PD on the olfaction-vision cross-modality. DaT imaging indicated that striatal DaT deficit in PD, especially that in the posterior putamen, is associated with the cross-modal effect of perception on odor preference, and the laterality may depend on the emotional category (pleasant or unpleasant) (Figure 7).
Regression analysis identified the left posterior putamen as the independent variable for the cross-modal effects of pleasant categories (caramel pudding, fresh roses, and canned peaches). The right posterior putamen was identified as the independent variable for the cross-modal effects of unpleasant categories (rotten vegetables and dirty socks). The laterality in putamen may depend on emotionality.
Honma et al. [36] showed that the olfactory function was unaffected by visual information in patients with PD, supporting the hypothesis that PD impairs cross-modality between vision and olfaction [36]. Healthy participants tend to overestimate odor when presented with an original picture, for example, a picture of caramel pudding without the methyl cyclopentenolone odorant, will be perceived as pleasant. In contrast, patients with PD tend to concentrate more on smell, rather than the influence of visual stimuli. The odor estimate is independent of vision in patients with PD.
Olfactory perception is ambiguous, and a smell may be hard to identify without verbal or visual assistance. It is true that olfaction is modulated by visual elements [7, 8]. This multimodal integration is responsible for the OFC, which receives information from visual association, and the olfactory, gustatory, somatosensory and, auditory areas [37]. Recent brain imaging studies showed that the OFC participates in vision-olfaction integration in healthy individuals [7]. Gottfried and Dolan (2003) noted higher activation of the OFC when a smell is presented with a word label [7]. Cognitive factors, such as visual stimuli modulate representations of odor at a relatively early level of cortical processing, known as the top-down cognitive influence, which directly affects emotion [38]. Healthy participants exhibited dominance of the visual sense in this study. On the other hand, patients with PD exhibited decrease dominance of visual information. They concentrated more on olfactory perception, without modulation from visual input. The OFC in patients with PD is known to be less active for all modalities during stimulation, including olfaction [39]. Decreased activation of the OFC in patients with PD may partly account for declining cross-modality. Moreover, detection and cognition levels for odor were lower than those in the controls. During olfaction, the OFC also integrates information from the AMG and HI, which play a role in emotional evaluation and memory retrieval [37]. Reduction of OFC function may lead to deficits in recognition and identification of odor. Thus, patients with PD may tend to focus more on smell detection, which may need activation of the basic primary olfactory areas, such as the ENT and PIR.
The relationship of DaT levels in PD with odor preferences demonstrated by the study is significant. However, it has been reported that administration of dopamine agonists (levodopa) does not influence the olfactory deficit. Thus, dopamine loss may not affect olfaction [40]. Here, it was not possible to establish a direct link between olfaction and dopamine levels, as measured by DaT in the putamen. However, earlier findings suggest that the putamen may play a role in sensory integration [34, 35]. Lack of dopamine linked to deficient DaT protein in the striatum leads to a decline in dopamine levels in several regions [41]. The corticostriatal loop sends signals that pass through brain regions, such as the striatum–pallidus–thalamic–cortex [42]. Dopamine regulates the prefrontal-AMG circuit, which plays an important role in emotion processing [43]. This suggests that vision-olfaction integration may be influenced by dopamine signals, via a striatum-centered network. Dopamine deficiency in PD may affect vision-olfaction integration, including emotion and cognitive processing.
The laterality of DaT level in the putamen related to odor preference is of further interest. That is, the left is associated with pleasant smells and the right is associated with unpleasant smells. A recent study has shown that a pleasant odor is associated with bilateral or left AMG activation, and an unpleasant odor is associated with activation of the right AMG [27]. The left/right difference for smell-evoked emotion may be linked to AMG processing, because these regions are strongly connected at a fiber level [44].
It is essential to investigate the onset of cross-modality dysfunction in the future. Studies are currently focusing on early detection of PD, including signs of declining olfactory ability and rapid eye movement-related sleep disorders, as precursory biomarkers for PD [24, 25, 26, 45]. This approach may provide a new view of precursors, if the dysfunction develops before onset of movement disorders in PD (Figure 8). Furthermore, it is necessary to examine whether cross-modal dysfunction occurs in other diseases with striatum deficit, such as multiple system atrophy [46] and Huntington’s disease [47]. Cross-modal dysfunction may also lead to diagnoses of other diseases.
Conceivable onsets of cross-modality dysfunction. Declining olfactory ability and rapid eye movement-related sleep disorder are known to be precursory biomarkers for Parkinson’s disease. Cross-modality dysfunction also has the potential of becoming a novel biomarker.
The author thanks his original collaborators, Dr. Masaoka, Dr. Kuroda, Dr. Futamura, Dr. Shiromaru, Dr. Izumizaki, and Dr. Kawamura (Showa University School of Medicine). This paper was supported by Grant-in-aids for Scientific Research (C) (No. 18 K03185).
The author of this manuscript has no conflict of interest.
Diabetes Mellitus (DM) is a chronic metabolic medical condition that is diagnosed in 422 million people globally and every year 1.6 million deaths are attributed to this condition [1]. It is a disease that can lead to many other severe medical problems and affects almost all the different systems in the body. Diabetes as a result of autoimmune condition, where the pancreatic β-cells are destroyed compromising insulin production, is referred to as Type 1 Diabetes Mellitus (T1DM), while diabetes caused by several other factors including increasing insulin resistance is referred to as Type 2 Diabetes Mellitus (T2DM). As the classic symptom of diabetes is increase in circulating blood glucose, one of the important treatment criteria is focused on food consumption and the type of nutrients consumed. Several diets have been advocated to patients, in addition to life style changes such as increased physical activity and an organized exercise regimen. As carbohydrates are the main source of glucose, diets closely look at reducing carbohydrate intake followed by fat consumption. A major risk factor for developing diabetes is being obese. So many diet plans for diabetic patients focus on weight loss. We will discuss the different diets, nutritional supplements and any alternative and complementary medical choices the patients can opt for.
Several diets have been available for patients with diabetes. Some of them are tested in randomized clinical trials while others have been put forth by nutritionists or other professionals. The main focus of these diets is weight loss as obesity is also a growing global pandemic and is a major risk factor for several severe medical conditions including T2DM. Large randomized controlled studies such as Look Action for Health in Diabetes (Look AHEAD) study, Finnish Diabetes Prevention study and Diabetes Prevention Program Research group had focused on reducing body weight and incidence of diabetes.
This study included 5145 patients and continued for eleven years (2001–2012) in the US [2]. The major goals for this study were to reduce body weight by 7% and increasing physical activity to ≥175 mins/week. Participants of this study were ethnically diverse (African Americans, Hispanic and Native American/Alaskan native) and were diabetic. Co morbidities included hypertension and cardiovascular disease (CVD) [2]. There were three phases of the study with nutritional interventions, lifestyle and behavioral modifications. The nutritional interventions were as follows: Phase I (1–12 months) patients were encouraged to replace two of their meals with shakes, one snack with a bar and consume low energy dense foods. The energy goals were dependent on the body weight of the individuals: <250 lbs. were limited to 1200-1500Kcal and those ≥250 lbs. were limited to 1500-1800 kcal/day [2]. Medications were given to patients who failed to show weight reduction in the first 6 months. Physical activity goals were set at moderately intense activity for 175 minutes/week. Either self monitoring or in person monitoring was conducted at regular intervals. Weight regain was addressed by further counseling and replanning the diet. In Phase 2 (2 years −4 years) and Phase 3 (5 years and above) patients were monitored and were expected to maintain the goal of 10% body weight loss following the diet and activity [2]. Patients successfully lost weight and were physically fit with this diet lifestyle change, however, they could not maintain the weight loss [3]. Patients also improved some of the conditions for diabetic patients [3].
This study was started in 1998 to determine if an intensive exercise-diet program can prevent or delay the onset of T2DM [4]. A total of 522 patients were in the study and divided into the control and intervention groups. The diet modification included reduction of total fat consumption to <30% with less than 10% saturated fats and high fiber intake [4]. The physical activity goal was 4 hours/week of walking, bicycling or other exercise [5]. The focus of this study was to follow patients to see if there was decrease in the development of diabetes and reported that there was 43% decrease in the risk of development of diabetes. After thirteen years, this study reported that the recommended interventions successfully prevented the progression of T2DM on a long term basis [6].
This study was conducted across 27 clinics in the US. There were 1079 ethnically diverse patients [7]. The goal was to reduce body weight by 7% in the first 6 months by increasing physical activity and consuming a diet with less fats and saturated fats. They reported a 58% reduction in the incidence rate of diabetes [7].
Other long term randomized clinical trials like Da Qing IGT and Diabetes Study have also shown that diet and exercise interventions are very efficient in reducing the risk of developing diabetes [8].
The recommended intake of carbohydrate is 45% - 65% per day. Choices with decreased refined carbohydrates, no added sugar, increased intake of grains, legumes, vegetables and fruits were recommended along with limiting high fructose syrup and sucrose. The sources of carbohydrates are not a major factor in the glycemic response as randomized trials showed no difference in glycemic response when sources of carbohydrates was substituted [9]. However, it is important to note that complex sources of carbohydrates are beneficial in determining the circulating glucose levels after meals. Post prandial glucose levels are reflective of the amount of sugar not the type of sugar [10, 11]. Fructose is metabolized in the liver and can affect lipid metabolism so limiting fructose consumption is recommended. Low carbohydrate diet is very effective in decreasing body weight [12, 13]. Patients on this diet not only lost body weight but also decreased HbA1C, however, they were prone to gain weight very quickly. Low carbohydrate diet maybe a short term solution to manage T2DM and can comprise of fiber, vitamins and minerals. Patients on such diet have to be checked for their lipid profile, renal function and protein intake regularly [14].
Glycemic Index (GI) rises with increase in glucose levels [10]. Factors affecting GI are rate of digestion, cooking method, type of carbohydrate, fat content, protein content and acidity of the food. High starchy foods digest faster so there is high and quick release of glucose. Lower GI foods does not rise the blood glucose levels as quickly. Insulin response and glucagon inhibitors are also affected. High fiber delays the digestion process, increases CCK, incretins and satiety. Lower glycemic diet does not reduce body weight but reduces HbA1c and improves insulin sensitivity [15, 16]. This diet can only have moderate effects in controlling postprandial hyperglycemia. It did not have any effect on the body weight but decreased HbA1C by 0.5% [10].
Fat consumption is targeted by this diet as diets high in fats can reduce insulin sensitivity and increase endogenous production of glucose by the liver and production of proinflammatory cytokines [10, 17]. This diet focuses more on consumption of ≤30% calories from fat which would be around 50 g of fat for 1500Kcal/day diet. The type of fat consumed determines the damage caused more than the quantity of fat especially with respect to glycemic control [18]. It induced weight loss and had very little effect on glycemic control [10]. However, the long term effects of weight loss may reduce or delay the onset of T2DM.
Decreasing calories is another method to reduce body weight, thereby, decreasing the risk of developing T2DM. The recommendation for those seeking this diet option consumed 400 to 800 calories/d of high quality protein and carbohydrates fortified with vitamins, minerals and trace elements. Decreased body weight and HbA1C were reported with high rate of body weight regain [10].
This diet is more popular and 30–40% of the diet consists of monounsaturated fats. Legumes, fruits, vegetables, nuts, whole grain, fish and moderate ingestion of wine. Has a positive effect on glycemic control and reduces the incidence of diabetes by 52% (Figure 1). The body weight regain with this diet was low. The major problem is that adherence rate was low [10].
Mediterranean diet: Recommends consumption of mainly whole grains, vegetables, fruits, nuts and legumes. Limiting animal protein to 0–2 servings and one serving of dairy (as a source of calcium). Consumption of red meat, saturated fats and processed foods is not encouraged and recommended to consume only sparingly. Moderate consumption of wine is now recognized as part of this diet.
Combination of low carbohydrate ketogenic diet and very low calorie diet. Patients prescribed this diet are started off on a very low calorie diet (800 calories/day) for the first six months and then the calories are increased gradually. At the beginning carbohydrate intake is limited to 20-50 g/day with 1.2–1.5 g/Kg of proteins [19]. Successful in weight loss and lowering HbA1C and fasting glucose. However, there is a low adherence rate among patients and they may increase weight regain quickly [10].
Both vegetarian and vegan diets are centered around cereal, fruits, vegetables, legume and nuts. However, vegetarian diets may include dairy products and/or eggs. It reduced body weight, but reduction of HbA1C was not significant. There is very little research on the long term effects of these diets. And it is known that patients on these diets may lack in essential nutrients [10].
A major portion of the calories in this diet is protein with 30% of energy from proteins. Weight loss occurred with females losing total fat and abdominal fat mass. But total lean mass also decreased. Although it improved glucose control and decreased HbA1C (0.28%) [20]. Low fat cottage cheese, cheese tofu, red meat, chicken, peanut butter, fish and lentils were some of the constituents of this diet. Diet should be individualized and patients must account for cardiometabolic risk and renal profile, long term effects are not known [10].
Based on the knowledge about the effects of different macronutrients on circulating glucose levels many other popular diets have been introduced. These diets have not been studied using controlled trials so the outcomes are not authenticated. These diets include the Paleo diet, Atkins diet/keto diet, Nutrisystems etc. They are all focused on weight loss. It is important to account for the different macro and micronutrients on maintaining normal metabolism in the body. Therefore, a carbohydrate free or a fat free diet or vegan diet can be very deleterious to health, unless there is a balance in the nutrient intake.
Paleo diet also referred to as the Hunter-Gatherer diet or Stone Age diet became popular as the evolution of human diets was recognized from simple diets to complex highly processed diets in the modern world. The Paleo diet simulates diet eaten by the Stone Age humans who were hunters and collected food that was readily available in nature like meat (mainly lean), organ meats, fish, vegetables, fruits, nuts and seeds [21]. This diet is reported to improve insulin resistance and showed significant decrease in HbA1C, body weight and BMI is a small clinical trial [22, 23]. The main issues with this diet is that patients have low vitamin D and calcium [24].
The Atkins diet was promoted by Dr. Robert C Atkins, a cardiologist and recommended a low carbohydrate with high protein and fat diet. There are several modifications now available and are referred to as Keto diet. This diet shifts the energy needs of the body from carbohydrate to fats, therefore, The diet includes sources of high fat content like butter, nuts and cream [25]. The low carbohydrate diet recommends the use of 100 g/d of carbohydrates with 50–60% fat and 20–30% protein and the very low carbohydrate diet recommends <50 g/d of carbohydrates. Weight loss, low insulin levels, deceased hunger are some of the benefits reported [26, 27]. In T1DM patients the carbohydrate levels have to be adjusted to the insulin levels to maintain post prandial glucose levels and reduce hypoglycemia [28]. The preferred source of energy in the body is glucose, restricting this macronutrient forces the body to use fats for energy production. Unfortunately, when this happens many ketone bodies are produced and this is deleterious to the metabolism especially in the long run.
A meal plan for losing weight was proposed by Nutrisystems. This diet is customized to individuals for three meals and snacks per day. These diets are balanced and claims to be easy to prepare. The foods used are low glycemic carbohydrates, high fiber and lean proteins with no artificial sweeteners or flavors. Customers are expected to pick from basic, vegetarian, uniquely your, uniquely your ultimate, basic diabetss, diabetes-uniquely yours, ultimate diabetes as well as diet for men. Customers are given the option of picking their own meals or from customized meals. A couple of small (10 and 69 participants) short term (three months) studies used a portion controlled Nutrisystem diabetic diet to determine the effects on weight loss and diabetes. They reported that obese T2DM patients may show significant improvements in weight and glycemic control [29, 30]. A slightly larger study (100 participants) conducted for six months using Nutrisystem diabetes diet reported significantly increased weight loss with statistically insignificant reduction of HbA1C [31]. As this diet is more flexible than the other diets, it may be beneficial to individuals who carefully adhere to the diet and instructions.
Many other modified diets such as South Beach Diet, Zone diet, Macrobiotics, Blood group diet, Ayurvedic diets, Raw food diets, Cleansing diet, Crash diets, Calorie restricted diet are also available. These diets focus on reducing body weight and the major recommendations include decreased or no processed foods, more fiber, vegetables and fruits and decreased total fat intake [32, 33]. Care has to be taken to avoid any vitamins and mineral deficiencies.
The use of natural products as therapy was in practice for many centuries in different parts of the world. This practice relates very well with the idea that food is medicine. Some of these practices are classified as traditional medicine. Around the world there is an increase interest in using these medicines which are categorized under complementary and alternative medicines. In developing countries, 90% of the population seek plant products as alternative treatment options [34]. The most important benefit could be that there are less or even no side effects and is cost effective. However, the main constraint for these products not being popularly recommended, is the limited scientific evidence about the efficacy, mechanism and side effects. But this is slowly changing as in the past few decades, scientific literature with information on the efficacy, side effects and mechanism of action of several natural products and their compounds has increased. Some of these different natural products that are not only implicated in controlling diabetes but also decrease other medical complications that arise due to diabetes [35].
Plant products are unique in that they have several ingredients and the active ingredient(s)/compound(s) are attributed to having the main effect. This has led the pharmaceutical industry to use some of these active ingredients in currently available allopathic drugs [36]. It is important to identify these active ingredients and study their effects to understand their mechanisms of action. However, it has been observed that when these compounds are isolated, they are sometimes not as efficient when compared to the whole extracts and this maybe because the other ingredients, although in small quantities, may influence the activity of the main compound.
High blood glucose can be due to several different factors apart from consumption of high levels of carbohydrates and inactivity. When the patient is diagnosed with hyperglycemia, they are advised about food intake and increasing physical activity by entering an exercise program. There are drugs and nutritional supplements that will reduce the absorption of glucose in the intestines by inhibiting enzymes such as α amylase and α glucosidase, thereby, lowering postprandial glucose [37]. However, it has been recognized that there are many other factors such as pancreatic dysfunction, insulin resistance, imbalanced rate of glycogenolysis and gluconeogenesis and increased glucagon production result in increased production of endogenous glucose [38]. In addition, these patients may also have less insulin production with progressive β-cell dysfunction [39]. Therefore, diabetic patients may benefit more with plant products as these have multiple compounds that may affect multiple targets [40, 41, 42, 43].
Traditional medicines have been popular in different parts of the world and some of them have been traced back to thousands of years - Chinese traditional medicine and Ayurveda. Many cultures around the world such as the American Indians, Mexican, Chinese, Indian subcontinent, various parts of Europe, Africans, Australians have incorporated locally available plants to treat diabetes [36]. Chinese traditional medicine describes bitter flavor and plants that release heat as the most important factors for treating T2DM [44]. Bitter flavor can consolidate the body, remove dampness and purge heat while cold property removes heat syndrome which is seen in T2DM patients during the initial and middle stages of the condition [44]. Ayurvedic treatment uses different approaches including plant medicines incorporated in the diet, exercise, medications, massage, sunlight, controlled breathing and detoxification [45].
There are hundreds of plants that are used in different traditional medicines to treat diabetes. We have listed a few of the most promising common plants that have anti-diabetic activity in animal models and human studies with minimum side effects in Table 1. A commonly used vegetable in Asia and Africa is bitter melon (Momordica charantia) (Figure 2A). This has multiple anti diabetic properties when consumed as fresh juice or eaten regularly. Side effects reported so far is diarrhea [44, 46, 47, 48, 49, 50, 51]. Spices used in a wide variety of cuisines around the world like cinnamon (Cinnamomum) and some used in the Indian subcontinent such as fenugreek (Trigonella foenum) are also implicated in controlling hyperglycemia (Figure 2B and C). They are widely used in North Africa, Asia and South Europe to treat diabetes. Prolonged use of cinnamon may cause gastrointestinal problems, allergic reactions and liver disease in sensitive people due to the presence of coumarin. Little is known about the side-effects of fenugreek and is safe in amounts that are used for cooking, however, large doses may cause diarrhea, nausea and gastrointestinal issues [46, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64]. Green tea (Camellia sinensis) is now a common beverage around the world, although it has been used in East Asia for centuries. It has some benefits to diabetic patients and the side effects include insomnia, nausea and heartburn [65, 66] (Figure 2D). Basil (Oscimum basilicum) and gurmar (Gymnema sylvestre) are used in Ayurvedic medicine. Gurmar has many anti-diabetic properties compared to basil. Consumption of high levels of basil may cause liver damage, while Gurmar may cause hypoglycemia headache and nausea [46, 67, 68, 69, 70, 71, 72]. Prickly pear (Opuntia ficus-indica, Opuntia matudae) is used widely in Central and South America as a vegetable. The health benefits of this fruit include anti-diabetic properties. Mild diarrhea with nausea when consumed in large quantities are the reported side-effects [73, 74, 75, 76]. Chinese rhubarb (Rheum palmatum) has been studied for its anti-diabetic properties and has been in use in Chinese traditional medicine for a long time. Side effects reported are constipation, diarrhea, stomach pain and inflammation of the pancreas. [44, 77]. Overall, these plants have been part of cuisines for centuries. More long term randomized trials in different ethnic populations will be more informative. The side-effects should be considered, as understanding and keeping track of the side-effects will help in dose determination and sensitivity among patients. Another important factor to consider is the ethnic background of the patient and their family history. This is very critical, as the response of patients to any therapy is dependent on these factors. This also calls for any medicine or diet prescription/counseling to be more individual specific.
Plant | Common name | Part of the plant used | Anti-diabetic properties | Area traditionally used as medicine | References |
---|---|---|---|---|---|
Momordica charantia | Bitter melon | Fruit |
| Africa, China, India, | [26, 28, 29, 30, 31, 32, 33] |
Cinnamomum sp. | Cinnamon | Bark |
| China, India, Persia | [36, 37, 38, 39, 40, 42, 46] |
Trigonella fienum-graecum | Fenugreek | Seeds, Leaves |
| India, South Europe, Mediterranean | [34, 35, 41, 43, 44, 45] |
Camellia sinensis | Tea- green | Leaves |
| Global | [47, 48] |
Gymnea sylvestre | Gurmar | Leaves |
| India | [28, 52, 53, 54] |
Opuntia ficus-indica, O. matudkae | Nopal | Fruit |
| Central and South America | [55, 56, 57, 58] |
Oscimum basilicum | Basil, Tulsi | Leaves |
| South East Asia | [49, 50, 51] |
Rheum palmatum | Chinese Rhubarb | Root |
| Chinese | [26, 59] |
List of some plants beneficial to diabetic patients.
PP = post prandial, HbA1C = Hemoglobin A1C, GLUT4 = Glucose transporter 4, PEPCK = Phosphoenol pyruvate carboxy kinase, PI3K = Phosphoinositide 3-kinase, PPAR = Peroxisome proliferator-activated receptor. ↓ = decrease, ↑ = increase.
Some herbal products beneficial to diabetic patients. (A) Bitter melon, (B) Fenogreekseeds and leaves, (C) cinnamon sticks, (D) driedgreentea.
Different parts of the plants are used – roots, stem, flowers, fruits and seeds. Each part of the plant may have different concentrations of phytochemicals which are the main players in the health benefits they show. Different compounds have been isolated from the potential medicinal plants and studied for their effects on the different pathways that are involved in the medical condition of interest.
Some of the active ingredients have been characterized in either in vitro or in vivo studies including randomized control trials (RCT) for their anti-diabetic properties. Some of the common compounds studied are saponins, flavones, and polyphenols.
Saponins increase liver glycogen synthesis, inhibit glycogen breakdown and promote insulin sensitivity in the peripheral tissues by increasing Glut 4 expression [78, 79]. Saponins also decrease body weight and inhibit enzymes that breakdown glucose [79, 80]. Found in legumes such as broad beans and lentils, bitter melon, asparagus, spinach and tea.
Flavonoids are a group of compounds that are widely found in plant products and are implicated in several health benefits including T2DM. They inhibit enzymes that breakdown glucose and protect pancreatic β-cell damage, stimulate insulin secretion, promote glucose uptake in peripheral tissues, inhibit α amylase and α glucosidase and stimulate glycogenesis [43, 46, 80, 81]. Kaempferol inhibits hepatic inflammation, protects β cells by inhibiting apoptosis, lowers fasting glucose and improves insulin sensitivity [82, 83, 84]. They exhibit anti oxidative and anti-inflammatory properties as well [85]. Present in Gingko biloba, grapefruit broccoli, kale and tea. Anthocyanin also improves insulin sensitivity, decrease fasting sugar, in addition, it increases adiponectin and regulates glucose internalization via PPARγ, upregulates Glut4 and translocates Glut4 to membrane [86, 87]. It also increases AMPK in liver and muscle to increase glucose uptake and inhibit gluconeogenesis [88]. Found in tea, honey, nuts and many vegetables and fruits.
Polyphenols are another group of compounds which include resveratrol, quercetin, epigallocathechin-3 gallate and triterpenoids have multiple targets in reducing hyperglycemia. Resveratrol reduces blood glucose, increases insulin secretion and modulates the enzymes of carbohydrate metabolism [89, 90, 91]. It also has anti-oxidative and by decreasing the production of proinflammatory cytokines it is anti-inflammatory as well [82]. Resveratrol is found in the skin of grapes, peanuts, coca, and berries like blueberries, bilberries and cranberries. Quercetin lowers body weight and decreases proinflammatory cytokines [92, 93, 94]. Onion has high quantities of quercetin but is also found in a variety of other vegetables and fruits including green leafy vegetable, apples, raspberries, red grapes and cherries. Epigallocathechin 3 gallate alters insulin secretion by increasing it and lowers glucose levels and body weight [95]. High levels are found in tea especially green tea. Triterpenoids can modulate insulin resistance [46, 49]. Found in bitter melon, olives, grapes, mango, apples, tomatoes and many other vegetables.
Alkaloids and polysaccharides present in plants may also control hyperglycemia [96].
Minerals like chromium magnesium and vanadium can influence hyperglycemia and are used in medications to treat T2DM. Chromium is poorly absorbed with age and T2DM patients have decreased levels of chromium [97]. Studies have shown that chromium deficiency causes reversible insulin resistance and when supplemented improves glycemic control [57]. Another mineral that most T2DM patients show low levels is magnesium [36]. Magnesium is a cofactor for many enzymes in glucose oxidation and it modulates glucose across cell membranes. Mg deficiency causes insulin resistance. It may increase insulin secretion and increase uptake of glucose in peripheral tissues [36]. Vanadium was used in certain insulin preparations and in animal models has shown increased uptake of glucose and its metabolism. It is also reported to increase insulin sensitivity. It may modulate glucose oxidation, glycogen synthesis and hepatic glucose output modulation [98].
Several diets have been studied to reduce the risk of developing diabetes and to control hyperglycemia. Almost all of them focus on decreasing body weight so they reduce body fat content as well. Many of the diets are beneficial in delaying the onset of diabetes and to diabetic patients. However, some of the diets require for the patients to be monitored constantly. Many plant products used in traditional medicine around the world have been scientifically studied to determine the efficacy, mechanism and side effects with focus of their effects on hyperglycemia. Diabetes being a complicated disease, T2DM patients may benefit more if multi targeted therapy is given. In addition to diet, another important factor that will help T2DM is the level of physical activity and exercise. Any diet with exercise is more beneficial than either one alone.
Mayo clinic recommends diet rich in fiber, vegetables, fruits and whole grain with low fat dairy products [100]. The American Diabetic Association and The American Heart Association recommend a balanced plate similar to that of USDA (Figures 3 and 4) with half plate of vegetables, a quarter plate of healthy carbohydrates such as brown rice, whole wheat couscous, whole grain pasta or plain sweet potato and some less than a quarter plate of protein [101, 102]. Fats are essential to the body as they are integral part of the cell membrane and hormones. They are required to digest any fat that is consumed. However, there has been a debate whether saturated fats are required for the body or not. The importance of having less than 10% saturated fat in the diet is now recognized although instead of saturated fatty acids, mono and poly unsaturated fatty acids are recommended. With respect to nutritional supplements there is no recommendation from American Diabetes Association. However, there is an increase in the number of patients seeking complementary and alternative medicine due to lower side effects and cost effectiveness. With a steady increase in scientific authentication of plant products for preventing and treating medical conditions nutritional supplements may become more popular. Interestingly, many of the plant products are consumed almost everyday in many cultures and these population also report diabetes. One reason maybe because they do not eat it everyday at the required dosage in addition to major change in lifestyle from an active on to a more sedentary one, as seen in any developed societies.
USDA recommended ‘my plate’ showing recommended portions of each macronutrients: Carbohydrates (40–60%); proteins (10–35% for males; 13–15% for females), fats (20–35%). (fiber 25 g) https://www.fns.usda.gov/cnpp.
ADA recommended plate model for balanced food intake. %0% vegetables, 25% protein and 25% carbohydrate is recommended with a glass of water or no calories drink. https://diabetes.org/nutrition.
With many options for diets to choose from for patients, it is important to remember that as individuals differ among themselves, a individualized diet is important and equally important is adhering to the diet [103]. For diabetic patients to help control the progression of the disease, it is important to consider bio individual needs of each patients. Whether it is the choice of drugs, nutrition therapy or life style changes, it is important to have individually tailored treatment regimens for diabetic patients based on several factors including the ethnicity, life style, choice of foods etc. Other important factors to consider, in T2DM patients, are how much endogenous insulin is produced, and the level of insulin resistance to recommend diets that can target β-cell function and tissue-specific insulin sensitivity [104]. In T1DM patients it is critical to monitor the insulin that is administered and adjust the macronutrients to avoid hypoglycemic condition. Most of the time carbohydrate counting in the diet is recommended for T1DM patients.
The author declares no conflict of interest.
You have been successfully unsubscribed.
",metaTitle:"Unsubscribe Successful",metaDescription:"You have been successfully unsubscribed.",metaKeywords:null,canonicalURL:"/page/unsubscribe-successful",contentRaw:'[{"type":"htmlEditorComponent","content":""}]'},components:[{type:"htmlEditorComponent",content:""}]},successStories:{items:[]},authorsAndEditors:{filterParams:{sort:"featured,name"},profiles:[{id:"6700",title:"Dr.",name:"Abbass A.",middleName:null,surname:"Hashim",slug:"abbass-a.-hashim",fullName:"Abbass A. Hashim",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/6700/images/1864_n.jpg",biography:"Currently I am carrying out research in several areas of interest, mainly covering work on chemical and bio-sensors, semiconductor thin film device fabrication and characterisation.\nAt the moment I have very strong interest in radiation environmental pollution and bacteriology treatment. The teams of researchers are working very hard to bring novel results in this field. I am also a member of the team in charge for the supervision of Ph.D. students in the fields of development of silicon based planar waveguide sensor devices, study of inelastic electron tunnelling in planar tunnelling nanostructures for sensing applications and development of organotellurium(IV) compounds for semiconductor applications. I am a specialist in data analysis techniques and nanosurface structure. I have served as the editor for many books, been a member of the editorial board in science journals, have published many papers and hold many patents.",institutionString:null,institution:{name:"Sheffield Hallam University",country:{name:"United Kingdom"}}},{id:"54525",title:"Prof.",name:"Abdul Latif",middleName:null,surname:"Ahmad",slug:"abdul-latif-ahmad",fullName:"Abdul Latif Ahmad",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"20567",title:"Prof.",name:"Ado",middleName:null,surname:"Jorio",slug:"ado-jorio",fullName:"Ado Jorio",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Universidade Federal de Minas Gerais",country:{name:"Brazil"}}},{id:"47940",title:"Dr.",name:"Alberto",middleName:null,surname:"Mantovani",slug:"alberto-mantovani",fullName:"Alberto Mantovani",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"12392",title:"Mr.",name:"Alex",middleName:null,surname:"Lazinica",slug:"alex-lazinica",fullName:"Alex Lazinica",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/12392/images/7282_n.png",biography:"Alex Lazinica is the founder and CEO of IntechOpen. After obtaining a Master's degree in Mechanical Engineering, he continued his PhD studies in Robotics at the Vienna University of Technology. Here he worked as a robotic researcher with the university's Intelligent Manufacturing Systems Group as well as a guest researcher at various European universities, including the Swiss Federal Institute of Technology Lausanne (EPFL). During this time he published more than 20 scientific papers, gave presentations, served as a reviewer for major robotic journals and conferences and most importantly he co-founded and built the International Journal of Advanced Robotic Systems- world's first Open Access journal in the field of robotics. Starting this journal was a pivotal point in his career, since it was a pathway to founding IntechOpen - Open Access publisher focused on addressing academic researchers needs. Alex is a personification of IntechOpen key values being trusted, open and entrepreneurial. Today his focus is on defining the growth and development strategy for the company.",institutionString:null,institution:{name:"TU Wien",country:{name:"Austria"}}},{id:"19816",title:"Prof.",name:"Alexander",middleName:null,surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/19816/images/1607_n.jpg",biography:"Alexander I. Kokorin: born: 1947, Moscow; DSc., PhD; Principal Research Fellow (Research Professor) of Department of Kinetics and Catalysis, N. Semenov Institute of Chemical Physics, Russian Academy of Sciences, Moscow.\r\nArea of research interests: physical chemistry of complex-organized molecular and nanosized systems, including polymer-metal complexes; the surface of doped oxide semiconductors. He is an expert in structural, absorptive, catalytic and photocatalytic properties, in structural organization and dynamic features of ionic liquids, in magnetic interactions between paramagnetic centers. The author or co-author of 3 books, over 200 articles and reviews in scientific journals and books. He is an actual member of the International EPR/ESR Society, European Society on Quantum Solar Energy Conversion, Moscow House of Scientists, of the Board of Moscow Physical Society.",institutionString:null,institution:{name:"Semenov Institute of Chemical Physics",country:{name:"Russia"}}},{id:"62389",title:"PhD.",name:"Ali Demir",middleName:null,surname:"Sezer",slug:"ali-demir-sezer",fullName:"Ali Demir Sezer",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/62389/images/3413_n.jpg",biography:"Dr. Ali Demir Sezer has a Ph.D. from Pharmaceutical Biotechnology at the Faculty of Pharmacy, University of Marmara (Turkey). He is the member of many Pharmaceutical Associations and acts as a reviewer of scientific journals and European projects under different research areas such as: drug delivery systems, nanotechnology and pharmaceutical biotechnology. Dr. Sezer is the author of many scientific publications in peer-reviewed journals and poster communications. Focus of his research activity is drug delivery, physico-chemical characterization and biological evaluation of biopolymers micro and nanoparticles as modified drug delivery system, and colloidal drug carriers (liposomes, nanoparticles etc.).",institutionString:null,institution:{name:"Marmara University",country:{name:"Turkey"}}},{id:"61051",title:"Prof.",name:"Andrea",middleName:null,surname:"Natale",slug:"andrea-natale",fullName:"Andrea Natale",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"100762",title:"Prof.",name:"Andrea",middleName:null,surname:"Natale",slug:"andrea-natale",fullName:"Andrea Natale",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"St David's Medical Center",country:{name:"United States of America"}}},{id:"107416",title:"Dr.",name:"Andrea",middleName:null,surname:"Natale",slug:"andrea-natale",fullName:"Andrea Natale",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Texas Cardiac Arrhythmia",country:{name:"United States of America"}}},{id:"64434",title:"Dr.",name:"Angkoon",middleName:null,surname:"Phinyomark",slug:"angkoon-phinyomark",fullName:"Angkoon Phinyomark",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/64434/images/2619_n.jpg",biography:"My name is Angkoon Phinyomark. I received a B.Eng. degree in Computer Engineering with First Class Honors in 2008 from Prince of Songkla University, Songkhla, Thailand, where I received a Ph.D. degree in Electrical Engineering. My research interests are primarily in the area of biomedical signal processing and classification notably EMG (electromyography signal), EOG (electrooculography signal), and EEG (electroencephalography signal), image analysis notably breast cancer analysis and optical coherence tomography, and rehabilitation engineering. I became a student member of IEEE in 2008. During October 2011-March 2012, I had worked at School of Computer Science and Electronic Engineering, University of Essex, Colchester, Essex, United Kingdom. In addition, during a B.Eng. I had been a visiting research student at Faculty of Computer Science, University of Murcia, Murcia, Spain for three months.\n\nI have published over 40 papers during 5 years in refereed journals, books, and conference proceedings in the areas of electro-physiological signals processing and classification, notably EMG and EOG signals, fractal analysis, wavelet analysis, texture analysis, feature extraction and machine learning algorithms, and assistive and rehabilitative devices. I have several computer programming language certificates, i.e. Sun Certified Programmer for the Java 2 Platform 1.4 (SCJP), Microsoft Certified Professional Developer, Web Developer (MCPD), Microsoft Certified Technology Specialist, .NET Framework 2.0 Web (MCTS). I am a Reviewer for several refereed journals and international conferences, such as IEEE Transactions on Biomedical Engineering, IEEE Transactions on Industrial Electronics, Optic Letters, Measurement Science Review, and also a member of the International Advisory Committee for 2012 IEEE Business Engineering and Industrial Applications and 2012 IEEE Symposium on Business, Engineering and Industrial Applications.",institutionString:null,institution:{name:"Joseph Fourier University",country:{name:"France"}}},{id:"55578",title:"Dr.",name:"Antonio",middleName:null,surname:"Jurado-Navas",slug:"antonio-jurado-navas",fullName:"Antonio Jurado-Navas",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/55578/images/4574_n.png",biography:"Antonio Jurado-Navas received the M.S. degree (2002) and the Ph.D. degree (2009) in Telecommunication Engineering, both from the University of Málaga (Spain). He first worked as a consultant at Vodafone-Spain. From 2004 to 2011, he was a Research Assistant with the Communications Engineering Department at the University of Málaga. In 2011, he became an Assistant Professor in the same department. From 2012 to 2015, he was with Ericsson Spain, where he was working on geo-location\ntools for third generation mobile networks. Since 2015, he is a Marie-Curie fellow at the Denmark Technical University. His current research interests include the areas of mobile communication systems and channel modeling in addition to atmospheric optical communications, adaptive optics and statistics",institutionString:null,institution:{name:"University of Malaga",country:{name:"Spain"}}}],filtersByRegion:[{group:"region",caption:"North America",value:1,count:5699},{group:"region",caption:"Middle and South America",value:2,count:5172},{group:"region",caption:"Africa",value:3,count:1689},{group:"region",caption:"Asia",value:4,count:10243},{group:"region",caption:"Australia and Oceania",value:5,count:888},{group:"region",caption:"Europe",value:6,count:15652}],offset:12,limit:12,total:117315},chapterEmbeded:{data:{}},editorApplication:{success:null,errors:{}},ofsBooks:{filterParams:{sort:"dateEndThirdStepPublish",topicId:"5"},books:[{type:"book",id:"10748",title:"Fishery",subtitle:null,isOpenForSubmission:!0,hash:"ecde44e36545a02e9bed47333869ca6f",slug:null,bookSignature:"",coverURL:"https://cdn.intechopen.com/books/images_new/10748.jpg",editedByType:null,editors:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10738",title:"Molluscs",subtitle:null,isOpenForSubmission:!0,hash:"a42a81ed3f9e3dda6d0daaf69c26117e",slug:null,bookSignature:"",coverURL:"https://cdn.intechopen.com/books/images_new/10738.jpg",editedByType:null,editors:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10743",title:"Whey Proteins",subtitle:null,isOpenForSubmission:!0,hash:"7d393c7da4db5af690c1b60a23011fe7",slug:null,bookSignature:"",coverURL:"https://cdn.intechopen.com/books/images_new/10743.jpg",editedByType:null,editors:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10776",title:"Cellulose",subtitle:null,isOpenForSubmission:!0,hash:"0defb71bbc04a5594a3f06172f59cbd4",slug:null,bookSignature:"",coverURL:"https://cdn.intechopen.com/books/images_new/10776.jpg",editedByType:null,editors:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10768",title:"Bryology and Lichenology",subtitle:null,isOpenForSubmission:!0,hash:"2188e0dffab6ad8d6c0f3afce29ccce0",slug:null,bookSignature:"",coverURL:"https://cdn.intechopen.com/books/images_new/10768.jpg",editedByType:null,editors:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10358",title:"Silage - Recent Advances and New Perspectives",subtitle:null,isOpenForSubmission:!0,hash:"1e33f63e9311af352daf51d49f0a3aef",slug:null,bookSignature:"Dr. Juliana Oliveira and Dr. Edson Mauro Santos",coverURL:"https://cdn.intechopen.com/books/images_new/10358.jpg",editedByType:null,editors:[{id:"180036",title:"Dr.",name:"Juliana",surname:"Oliveira",slug:"juliana-oliveira",fullName:"Juliana Oliveira"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10238",title:"Food Packaging",subtitle:null,isOpenForSubmission:!0,hash:"891ee7ffd87b72cf155fcdf9c8ae5d1a",slug:null,bookSignature:"Dr. Norizah Mhd Sarbon",coverURL:"https://cdn.intechopen.com/books/images_new/10238.jpg",editedByType:null,editors:[{id:"246000",title:"Dr.",name:"Norizah",surname:"Mhd Sarbon",slug:"norizah-mhd-sarbon",fullName:"Norizah Mhd Sarbon"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9706",title:"Goat Science - Environment, Health and Economy",subtitle:null,isOpenForSubmission:!0,hash:"7e5d45badb49806d949ad1475e3a0ef0",slug:null,bookSignature:"Prof. Sándor Kukovics",coverURL:"https://cdn.intechopen.com/books/images_new/9706.jpg",editedByType:null,editors:[{id:"25894",title:"Prof.",name:"Sándor",surname:"Kukovics",slug:"sandor-kukovics",fullName:"Sándor Kukovics"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9710",title:"Olive Oil - New Perspectives and Applications",subtitle:null,isOpenForSubmission:!0,hash:"2f673efc0d0213f2d937fc89e65a24df",slug:null,bookSignature:"Dr. Muhammad Akram",coverURL:"https://cdn.intechopen.com/books/images_new/9710.jpg",editedByType:null,editors:[{id:"215436",title:"Dr.",name:"Muhammad",surname:"Akram",slug:"muhammad-akram",fullName:"Muhammad Akram"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9715",title:"Botany - Recent Advances and Applications",subtitle:null,isOpenForSubmission:!0,hash:"3e59225e9e029129a60fe724004b8d24",slug:null,bookSignature:"Prof. Bimal Kumar Ghimire",coverURL:"https://cdn.intechopen.com/books/images_new/9715.jpg",editedByType:null,editors:[{id:"94560",title:"Prof.",name:"Bimal Kumar",surname:"Ghimire",slug:"bimal-kumar-ghimire",fullName:"Bimal Kumar Ghimire"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9651",title:"Cereal Grains",subtitle:null,isOpenForSubmission:!0,hash:"918540a77975243ee748770aea1f4af2",slug:null,bookSignature:"Dr. Aakash Goyal",coverURL:"https://cdn.intechopen.com/books/images_new/9651.jpg",editedByType:null,editors:[{id:"97604",title:"Dr.",name:"Aakash",surname:"Goyal",slug:"aakash-goyal",fullName:"Aakash Goyal"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10897",title:"Food Security",subtitle:null,isOpenForSubmission:!0,hash:"c3c8c6b31eae097f0357fdab58297d16",slug:null,bookSignature:"",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg",editedByType:null,editors:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],filtersByTopic:[{group:"topic",caption:"Agricultural and Biological Sciences",value:5,count:9},{group:"topic",caption:"Biochemistry, Genetics and Molecular Biology",value:6,count:14},{group:"topic",caption:"Business, Management and Economics",value:7,count:2},{group:"topic",caption:"Chemistry",value:8,count:6},{group:"topic",caption:"Computer and Information Science",value:9,count:10},{group:"topic",caption:"Earth and Planetary Sciences",value:10,count:4},{group:"topic",caption:"Engineering",value:11,count:16},{group:"topic",caption:"Environmental Sciences",value:12,count:2},{group:"topic",caption:"Immunology and Microbiology",value:13,count:4},{group:"topic",caption:"Materials Science",value:14,count:5},{group:"topic",caption:"Mathematics",value:15,count:1},{group:"topic",caption:"Medicine",value:16,count:57},{group:"topic",caption:"Neuroscience",value:18,count:1},{group:"topic",caption:"Pharmacology, Toxicology and Pharmaceutical Science",value:19,count:5},{group:"topic",caption:"Physics",value:20,count:2},{group:"topic",caption:"Psychology",value:21,count:3},{group:"topic",caption:"Robotics",value:22,count:1},{group:"topic",caption:"Social Sciences",value:23,count:3},{group:"topic",caption:"Technology",value:24,count:1},{group:"topic",caption:"Veterinary Medicine and Science",value:25,count:2}],offset:12,limit:12,total:23},popularBooks:{featuredBooks:[{type:"book",id:"7802",title:"Modern Slavery and Human Trafficking",subtitle:null,isOpenForSubmission:!1,hash:"587a0b7fb765f31cc98de33c6c07c2e0",slug:"modern-slavery-and-human-trafficking",bookSignature:"Jane Reeves",coverURL:"https://cdn.intechopen.com/books/images_new/7802.jpg",editors:[{id:"211328",title:"Prof.",name:"Jane",middleName:null,surname:"Reeves",slug:"jane-reeves",fullName:"Jane Reeves"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9961",title:"Data Mining",subtitle:"Methods, Applications and Systems",isOpenForSubmission:!1,hash:"ed79fb6364f2caf464079f94a0387146",slug:"data-mining-methods-applications-and-systems",bookSignature:"Derya Birant",coverURL:"https://cdn.intechopen.com/books/images_new/9961.jpg",editors:[{id:"15609",title:"Dr.",name:"Derya",middleName:null,surname:"Birant",slug:"derya-birant",fullName:"Derya Birant"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"8545",title:"Animal Reproduction in Veterinary Medicine",subtitle:null,isOpenForSubmission:!1,hash:"13aaddf5fdbbc78387e77a7da2388bf6",slug:"animal-reproduction-in-veterinary-medicine",bookSignature:"Faruk Aral, Rita Payan-Carreira and Miguel Quaresma",coverURL:"https://cdn.intechopen.com/books/images_new/8545.jpg",editors:[{id:"25600",title:"Prof.",name:"Faruk",middleName:null,surname:"Aral",slug:"faruk-aral",fullName:"Faruk Aral"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9157",title:"Neurodegenerative Diseases",subtitle:"Molecular Mechanisms and Current Therapeutic Approaches",isOpenForSubmission:!1,hash:"bc8be577966ef88735677d7e1e92ed28",slug:"neurodegenerative-diseases-molecular-mechanisms-and-current-therapeutic-approaches",bookSignature:"Nagehan Ersoy Tunalı",coverURL:"https://cdn.intechopen.com/books/images_new/9157.jpg",editors:[{id:"82778",title:"Ph.D.",name:"Nagehan",middleName:null,surname:"Ersoy Tunalı",slug:"nagehan-ersoy-tunali",fullName:"Nagehan Ersoy Tunalı"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"8686",title:"Direct Torque Control Strategies of Electrical Machines",subtitle:null,isOpenForSubmission:!1,hash:"b6ad22b14db2b8450228545d3d4f6b1a",slug:"direct-torque-control-strategies-of-electrical-machines",bookSignature:"Fatma Ben Salem",coverURL:"https://cdn.intechopen.com/books/images_new/8686.jpg",editors:[{id:"295623",title:"Associate Prof.",name:"Fatma",middleName:null,surname:"Ben Salem",slug:"fatma-ben-salem",fullName:"Fatma Ben Salem"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"7434",title:"Molecular Biotechnology",subtitle:null,isOpenForSubmission:!1,hash:"eceede809920e1ec7ecadd4691ede2ec",slug:"molecular-biotechnology",bookSignature:"Sergey Sedykh",coverURL:"https://cdn.intechopen.com/books/images_new/7434.jpg",editors:[{id:"178316",title:"Ph.D.",name:"Sergey",middleName:null,surname:"Sedykh",slug:"sergey-sedykh",fullName:"Sergey Sedykh"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9208",title:"Welding",subtitle:"Modern Topics",isOpenForSubmission:!1,hash:"7d6be076ccf3a3f8bd2ca52d86d4506b",slug:"welding-modern-topics",bookSignature:"Sadek Crisóstomo Absi Alfaro, Wojciech Borek and Błażej Tomiczek",coverURL:"https://cdn.intechopen.com/books/images_new/9208.jpg",editors:[{id:"65292",title:"Prof.",name:"Sadek Crisostomo Absi",middleName:"C. Absi",surname:"Alfaro",slug:"sadek-crisostomo-absi-alfaro",fullName:"Sadek Crisostomo Absi Alfaro"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"7831",title:"Sustainability in Urban Planning and Design",subtitle:null,isOpenForSubmission:!1,hash:"c924420492c8c2c9751e178d025f4066",slug:"sustainability-in-urban-planning-and-design",bookSignature:"Amjad Almusaed, Asaad Almssad and Linh Truong - Hong",coverURL:"https://cdn.intechopen.com/books/images_new/7831.jpg",editors:[{id:"110471",title:"Dr.",name:"Amjad",middleName:"Zaki",surname:"Almusaed",slug:"amjad-almusaed",fullName:"Amjad Almusaed"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9343",title:"Trace Metals in the Environment",subtitle:"New Approaches and Recent Advances",isOpenForSubmission:!1,hash:"ae07e345bc2ce1ebbda9f70c5cd12141",slug:"trace-metals-in-the-environment-new-approaches-and-recent-advances",bookSignature:"Mario Alfonso Murillo-Tovar, Hugo Saldarriaga-Noreña and Agnieszka Saeid",coverURL:"https://cdn.intechopen.com/books/images_new/9343.jpg",editors:[{id:"255959",title:"Dr.",name:"Mario Alfonso",middleName:null,surname:"Murillo-Tovar",slug:"mario-alfonso-murillo-tovar",fullName:"Mario Alfonso Murillo-Tovar"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9139",title:"Topics in Primary Care Medicine",subtitle:null,isOpenForSubmission:!1,hash:"ea774a4d4c1179da92a782e0ae9cde92",slug:"topics-in-primary-care-medicine",bookSignature:"Thomas F. Heston",coverURL:"https://cdn.intechopen.com/books/images_new/9139.jpg",editors:[{id:"217926",title:"Dr.",name:"Thomas F.",middleName:null,surname:"Heston",slug:"thomas-f.-heston",fullName:"Thomas F. Heston"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9839",title:"Outdoor Recreation",subtitle:"Physiological and Psychological Effects on Health",isOpenForSubmission:!1,hash:"5f5a0d64267e32567daffa5b0c6a6972",slug:"outdoor-recreation-physiological-and-psychological-effects-on-health",bookSignature:"Hilde G. Nielsen",coverURL:"https://cdn.intechopen.com/books/images_new/9839.jpg",editors:[{id:"158692",title:"Ph.D.",name:"Hilde G.",middleName:null,surname:"Nielsen",slug:"hilde-g.-nielsen",fullName:"Hilde G. Nielsen"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"8697",title:"Virtual Reality and Its Application in Education",subtitle:null,isOpenForSubmission:!1,hash:"ee01b5e387ba0062c6b0d1e9227bda05",slug:"virtual-reality-and-its-application-in-education",bookSignature:"Dragan Cvetković",coverURL:"https://cdn.intechopen.com/books/images_new/8697.jpg",editors:[{id:"101330",title:"Dr.",name:"Dragan",middleName:"Mladen",surname:"Cvetković",slug:"dragan-cvetkovic",fullName:"Dragan Cvetković"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],offset:12,limit:12,total:5146},hotBookTopics:{hotBooks:[],offset:0,limit:12,total:null},publish:{},publishingProposal:{success:null,errors:{}},books:{featuredBooks:[{type:"book",id:"7802",title:"Modern Slavery and Human Trafficking",subtitle:null,isOpenForSubmission:!1,hash:"587a0b7fb765f31cc98de33c6c07c2e0",slug:"modern-slavery-and-human-trafficking",bookSignature:"Jane Reeves",coverURL:"https://cdn.intechopen.com/books/images_new/7802.jpg",editors:[{id:"211328",title:"Prof.",name:"Jane",middleName:null,surname:"Reeves",slug:"jane-reeves",fullName:"Jane Reeves"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9961",title:"Data Mining",subtitle:"Methods, Applications and Systems",isOpenForSubmission:!1,hash:"ed79fb6364f2caf464079f94a0387146",slug:"data-mining-methods-applications-and-systems",bookSignature:"Derya Birant",coverURL:"https://cdn.intechopen.com/books/images_new/9961.jpg",editors:[{id:"15609",title:"Dr.",name:"Derya",middleName:null,surname:"Birant",slug:"derya-birant",fullName:"Derya Birant"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"8545",title:"Animal Reproduction in Veterinary Medicine",subtitle:null,isOpenForSubmission:!1,hash:"13aaddf5fdbbc78387e77a7da2388bf6",slug:"animal-reproduction-in-veterinary-medicine",bookSignature:"Faruk Aral, Rita Payan-Carreira and Miguel Quaresma",coverURL:"https://cdn.intechopen.com/books/images_new/8545.jpg",editors:[{id:"25600",title:"Prof.",name:"Faruk",middleName:null,surname:"Aral",slug:"faruk-aral",fullName:"Faruk Aral"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9157",title:"Neurodegenerative Diseases",subtitle:"Molecular Mechanisms and Current Therapeutic Approaches",isOpenForSubmission:!1,hash:"bc8be577966ef88735677d7e1e92ed28",slug:"neurodegenerative-diseases-molecular-mechanisms-and-current-therapeutic-approaches",bookSignature:"Nagehan Ersoy Tunalı",coverURL:"https://cdn.intechopen.com/books/images_new/9157.jpg",editors:[{id:"82778",title:"Ph.D.",name:"Nagehan",middleName:null,surname:"Ersoy Tunalı",slug:"nagehan-ersoy-tunali",fullName:"Nagehan Ersoy Tunalı"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"8686",title:"Direct Torque Control Strategies of Electrical Machines",subtitle:null,isOpenForSubmission:!1,hash:"b6ad22b14db2b8450228545d3d4f6b1a",slug:"direct-torque-control-strategies-of-electrical-machines",bookSignature:"Fatma Ben Salem",coverURL:"https://cdn.intechopen.com/books/images_new/8686.jpg",editors:[{id:"295623",title:"Associate Prof.",name:"Fatma",middleName:null,surname:"Ben Salem",slug:"fatma-ben-salem",fullName:"Fatma Ben Salem"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"7434",title:"Molecular Biotechnology",subtitle:null,isOpenForSubmission:!1,hash:"eceede809920e1ec7ecadd4691ede2ec",slug:"molecular-biotechnology",bookSignature:"Sergey Sedykh",coverURL:"https://cdn.intechopen.com/books/images_new/7434.jpg",editors:[{id:"178316",title:"Ph.D.",name:"Sergey",middleName:null,surname:"Sedykh",slug:"sergey-sedykh",fullName:"Sergey Sedykh"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9208",title:"Welding",subtitle:"Modern Topics",isOpenForSubmission:!1,hash:"7d6be076ccf3a3f8bd2ca52d86d4506b",slug:"welding-modern-topics",bookSignature:"Sadek Crisóstomo Absi Alfaro, Wojciech Borek and Błażej Tomiczek",coverURL:"https://cdn.intechopen.com/books/images_new/9208.jpg",editors:[{id:"65292",title:"Prof.",name:"Sadek Crisostomo Absi",middleName:"C. Absi",surname:"Alfaro",slug:"sadek-crisostomo-absi-alfaro",fullName:"Sadek Crisostomo Absi Alfaro"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"7831",title:"Sustainability in Urban Planning and Design",subtitle:null,isOpenForSubmission:!1,hash:"c924420492c8c2c9751e178d025f4066",slug:"sustainability-in-urban-planning-and-design",bookSignature:"Amjad Almusaed, Asaad Almssad and Linh Truong - Hong",coverURL:"https://cdn.intechopen.com/books/images_new/7831.jpg",editors:[{id:"110471",title:"Dr.",name:"Amjad",middleName:"Zaki",surname:"Almusaed",slug:"amjad-almusaed",fullName:"Amjad Almusaed"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9343",title:"Trace Metals in the Environment",subtitle:"New Approaches and Recent Advances",isOpenForSubmission:!1,hash:"ae07e345bc2ce1ebbda9f70c5cd12141",slug:"trace-metals-in-the-environment-new-approaches-and-recent-advances",bookSignature:"Mario Alfonso Murillo-Tovar, Hugo Saldarriaga-Noreña and Agnieszka Saeid",coverURL:"https://cdn.intechopen.com/books/images_new/9343.jpg",editors:[{id:"255959",title:"Dr.",name:"Mario Alfonso",middleName:null,surname:"Murillo-Tovar",slug:"mario-alfonso-murillo-tovar",fullName:"Mario Alfonso Murillo-Tovar"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9139",title:"Topics in Primary Care Medicine",subtitle:null,isOpenForSubmission:!1,hash:"ea774a4d4c1179da92a782e0ae9cde92",slug:"topics-in-primary-care-medicine",bookSignature:"Thomas F. Heston",coverURL:"https://cdn.intechopen.com/books/images_new/9139.jpg",editors:[{id:"217926",title:"Dr.",name:"Thomas F.",middleName:null,surname:"Heston",slug:"thomas-f.-heston",fullName:"Thomas F. Heston"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],latestBooks:[{type:"book",id:"7434",title:"Molecular Biotechnology",subtitle:null,isOpenForSubmission:!1,hash:"eceede809920e1ec7ecadd4691ede2ec",slug:"molecular-biotechnology",bookSignature:"Sergey Sedykh",coverURL:"https://cdn.intechopen.com/books/images_new/7434.jpg",editedByType:"Edited by",editors:[{id:"178316",title:"Ph.D.",name:"Sergey",middleName:null,surname:"Sedykh",slug:"sergey-sedykh",fullName:"Sergey Sedykh"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"8545",title:"Animal Reproduction in Veterinary Medicine",subtitle:null,isOpenForSubmission:!1,hash:"13aaddf5fdbbc78387e77a7da2388bf6",slug:"animal-reproduction-in-veterinary-medicine",bookSignature:"Faruk Aral, Rita Payan-Carreira and Miguel Quaresma",coverURL:"https://cdn.intechopen.com/books/images_new/8545.jpg",editedByType:"Edited by",editors:[{id:"25600",title:"Prof.",name:"Faruk",middleName:null,surname:"Aral",slug:"faruk-aral",fullName:"Faruk Aral"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9569",title:"Methods in Molecular Medicine",subtitle:null,isOpenForSubmission:!1,hash:"691d3f3c4ac25a8093414e9b270d2843",slug:"methods-in-molecular-medicine",bookSignature:"Yusuf Tutar",coverURL:"https://cdn.intechopen.com/books/images_new/9569.jpg",editedByType:"Edited by",editors:[{id:"158492",title:"Prof.",name:"Yusuf",middleName:null,surname:"Tutar",slug:"yusuf-tutar",fullName:"Yusuf Tutar"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9839",title:"Outdoor Recreation",subtitle:"Physiological and Psychological Effects on Health",isOpenForSubmission:!1,hash:"5f5a0d64267e32567daffa5b0c6a6972",slug:"outdoor-recreation-physiological-and-psychological-effects-on-health",bookSignature:"Hilde G. Nielsen",coverURL:"https://cdn.intechopen.com/books/images_new/9839.jpg",editedByType:"Edited by",editors:[{id:"158692",title:"Ph.D.",name:"Hilde G.",middleName:null,surname:"Nielsen",slug:"hilde-g.-nielsen",fullName:"Hilde G. Nielsen"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"7802",title:"Modern Slavery and Human Trafficking",subtitle:null,isOpenForSubmission:!1,hash:"587a0b7fb765f31cc98de33c6c07c2e0",slug:"modern-slavery-and-human-trafficking",bookSignature:"Jane Reeves",coverURL:"https://cdn.intechopen.com/books/images_new/7802.jpg",editedByType:"Edited by",editors:[{id:"211328",title:"Prof.",name:"Jane",middleName:null,surname:"Reeves",slug:"jane-reeves",fullName:"Jane Reeves"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"8063",title:"Food Security in Africa",subtitle:null,isOpenForSubmission:!1,hash:"8cbf3d662b104d19db2efc9d59249efc",slug:"food-security-in-africa",bookSignature:"Barakat Mahmoud",coverURL:"https://cdn.intechopen.com/books/images_new/8063.jpg",editedByType:"Edited by",editors:[{id:"92016",title:"Dr.",name:"Barakat",middleName:null,surname:"Mahmoud",slug:"barakat-mahmoud",fullName:"Barakat Mahmoud"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10118",title:"Plant Stress Physiology",subtitle:null,isOpenForSubmission:!1,hash:"c68b09d2d2634fc719ae3b9a64a27839",slug:"plant-stress-physiology",bookSignature:"Akbar Hossain",coverURL:"https://cdn.intechopen.com/books/images_new/10118.jpg",editedByType:"Edited by",editors:[{id:"280755",title:"Dr.",name:"Akbar",middleName:null,surname:"Hossain",slug:"akbar-hossain",fullName:"Akbar Hossain"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9157",title:"Neurodegenerative Diseases",subtitle:"Molecular Mechanisms and Current Therapeutic Approaches",isOpenForSubmission:!1,hash:"bc8be577966ef88735677d7e1e92ed28",slug:"neurodegenerative-diseases-molecular-mechanisms-and-current-therapeutic-approaches",bookSignature:"Nagehan Ersoy Tunalı",coverURL:"https://cdn.intechopen.com/books/images_new/9157.jpg",editedByType:"Edited by",editors:[{id:"82778",title:"Ph.D.",name:"Nagehan",middleName:null,surname:"Ersoy Tunalı",slug:"nagehan-ersoy-tunali",fullName:"Nagehan Ersoy Tunalı"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9961",title:"Data Mining",subtitle:"Methods, Applications and Systems",isOpenForSubmission:!1,hash:"ed79fb6364f2caf464079f94a0387146",slug:"data-mining-methods-applications-and-systems",bookSignature:"Derya Birant",coverURL:"https://cdn.intechopen.com/books/images_new/9961.jpg",editedByType:"Edited by",editors:[{id:"15609",title:"Dr.",name:"Derya",middleName:null,surname:"Birant",slug:"derya-birant",fullName:"Derya Birant"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"8686",title:"Direct Torque Control Strategies of Electrical Machines",subtitle:null,isOpenForSubmission:!1,hash:"b6ad22b14db2b8450228545d3d4f6b1a",slug:"direct-torque-control-strategies-of-electrical-machines",bookSignature:"Fatma Ben Salem",coverURL:"https://cdn.intechopen.com/books/images_new/8686.jpg",editedByType:"Edited by",editors:[{id:"295623",title:"Associate Prof.",name:"Fatma",middleName:null,surname:"Ben Salem",slug:"fatma-ben-salem",fullName:"Fatma Ben Salem"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},subject:{topic:{id:"450",title:"Econometrics",slug:"econometrics",parent:{title:"Development Economics",slug:"development-economics"},numberOfBooks:1,numberOfAuthorsAndEditors:12,numberOfWosCitations:3,numberOfCrossrefCitations:0,numberOfDimensionsCitations:3,videoUrl:null,fallbackUrl:null,description:null},booksByTopicFilter:{topicSlug:"econometrics",sort:"-publishedDate",limit:12,offset:0},booksByTopicCollection:[{type:"book",id:"305",title:"Advances in Econometrics",subtitle:"Theory and Applications",isOpenForSubmission:!1,hash:"17a89676330043e41255b213d497f9a8",slug:"advances-in-econometrics-theory-and-applications",bookSignature:"Miroslav Verbic",coverURL:"https://cdn.intechopen.com/books/images_new/305.jpg",editedByType:"Edited by",editors:[{id:"46049",title:"Dr.",name:"Miroslav",middleName:null,surname:"Verbič",slug:"miroslav-verbic",fullName:"Miroslav Verbič"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],booksByTopicTotal:1,mostCitedChapters:[{id:"17704",doi:"10.5772/24403",title:"Using the SUR model of tourism demand for neighbouring regions in Sweden and Norway",slug:"using-the-sur-model-of-tourism-demand-for-neighbouring-regions-in-sweden-and-norway1",totalDownloads:3207,totalCrossrefCites:0,totalDimensionsCites:2,book:{slug:"advances-in-econometrics-theory-and-applications",title:"Advances in Econometrics",fullTitle:"Advances in Econometrics - Theory and Applications"},signatures:"Khalik Salman",authors:[{id:"57144",title:"Prof.",name:"Khalik",middleName:null,surname:"Salman",slug:"khalik-salman",fullName:"Khalik Salman"}]},{id:"17701",doi:"10.5772/24043",title:"Recent Developments in Seasonal Volatility Models",slug:"recent-developments-in-seasonal-volatility-models1",totalDownloads:2972,totalCrossrefCites:0,totalDimensionsCites:1,book:{slug:"advances-in-econometrics-theory-and-applications",title:"Advances in Econometrics",fullTitle:"Advances in Econometrics - Theory and Applications"},signatures:"Julieta Frank, Melody Ghahramani and Aera Thavaneswaran",authors:[{id:"55155",title:"Prof.",name:"Aera",middleName:null,surname:"Thavaneswaran",slug:"aera-thavaneswaran",fullName:"Aera Thavaneswaran"},{id:"59352",title:"Dr.",name:"Julieta",middleName:null,surname:"Frank",slug:"julieta-frank",fullName:"Julieta Frank"},{id:"59353",title:"Dr.",name:"Melody",middleName:null,surname:"Ghahramani",slug:"melody-ghahramani",fullName:"Melody Ghahramani"}]},{id:"17702",doi:"10.5772/21169",title:"The Impact of Government-Sponsored Training Programs on the Labor Market Transitions of Disadvantaged Men",slug:"the-impact-of-government-sponsored-training-programs-on-the-labor-market-transitions-of-disadvantag1",totalDownloads:1430,totalCrossrefCites:0,totalDimensionsCites:0,book:{slug:"advances-in-econometrics-theory-and-applications",title:"Advances in Econometrics",fullTitle:"Advances in Econometrics - Theory and Applications"},signatures:"Guy Lacroix, Thierry Kamionka and Lucie Gilbert",authors:[{id:"42078",title:"Prof.",name:"Guy",middleName:null,surname:"Lacroix",slug:"guy-lacroix",fullName:"Guy Lacroix"},{id:"50834",title:"Mr.",name:"Thierry",middleName:null,surname:"Kamionka",slug:"thierry-kamionka",fullName:"Thierry Kamionka"},{id:"50835",title:"Mrs.",name:"Lucie",middleName:null,surname:"Gilbert",slug:"lucie-gilbert",fullName:"Lucie Gilbert"}]}],mostDownloadedChaptersLast30Days:[{id:"17700",title:"Instrument Generating Function and Analysis of Persistent Economic Times Series: Theory and Application",slug:"instrument-generating-function-and-analysis-of-persistent-economic-times-series-theory-and-applicati",totalDownloads:2126,totalCrossrefCites:0,totalDimensionsCites:0,book:{slug:"advances-in-econometrics-theory-and-applications",title:"Advances in Econometrics",fullTitle:"Advances in Econometrics - Theory and Applications"},signatures:"Tsung Wu Ho",authors:[{id:"42605",title:"Dr.",name:"Tsung Wu",middleName:null,surname:"Ho",slug:"tsung-wu-ho",fullName:"Tsung Wu Ho"}]},{id:"17703",title:"Are Education and Experience Equally Remunerated across Employment Statuses? An Instrumental Variable Approach for Panel Data",slug:"are-education-and-experience-equally-remunerated-across-employment-statuses-an-instrumental-variabl1",totalDownloads:2318,totalCrossrefCites:0,totalDimensionsCites:0,book:{slug:"advances-in-econometrics-theory-and-applications",title:"Advances in Econometrics",fullTitle:"Advances in Econometrics - Theory and Applications"},signatures:"Inmaculada García-Mainar and Víctor Montuenga",authors:[{id:"42668",title:"Dr.",name:"Inmaculada",middleName:null,surname:"García-Mainar",slug:"inmaculada-garcia-mainar",fullName:"Inmaculada García-Mainar"},{id:"55800",title:"Prof.",name:"Víctor",middleName:"Manuel",surname:"Montuenga",slug:"victor-montuenga",fullName:"Víctor Montuenga"}]},{id:"17704",title:"Using the SUR model of tourism demand for neighbouring regions in Sweden and Norway",slug:"using-the-sur-model-of-tourism-demand-for-neighbouring-regions-in-sweden-and-norway1",totalDownloads:3207,totalCrossrefCites:0,totalDimensionsCites:2,book:{slug:"advances-in-econometrics-theory-and-applications",title:"Advances in Econometrics",fullTitle:"Advances in Econometrics - Theory and Applications"},signatures:"Khalik Salman",authors:[{id:"57144",title:"Prof.",name:"Khalik",middleName:null,surname:"Salman",slug:"khalik-salman",fullName:"Khalik Salman"}]},{id:"17701",title:"Recent Developments in Seasonal Volatility Models",slug:"recent-developments-in-seasonal-volatility-models1",totalDownloads:2972,totalCrossrefCites:0,totalDimensionsCites:1,book:{slug:"advances-in-econometrics-theory-and-applications",title:"Advances in Econometrics",fullTitle:"Advances in Econometrics - Theory and Applications"},signatures:"Julieta Frank, Melody Ghahramani and Aera Thavaneswaran",authors:[{id:"55155",title:"Prof.",name:"Aera",middleName:null,surname:"Thavaneswaran",slug:"aera-thavaneswaran",fullName:"Aera Thavaneswaran"},{id:"59352",title:"Dr.",name:"Julieta",middleName:null,surname:"Frank",slug:"julieta-frank",fullName:"Julieta Frank"},{id:"59353",title:"Dr.",name:"Melody",middleName:null,surname:"Ghahramani",slug:"melody-ghahramani",fullName:"Melody Ghahramani"}]},{id:"17699",title:"The Limits of Econometrics: Nonparametric Estimation in Hilbert Spaces",slug:"the-limits-of-econometrics-nonparametric-estimation-in-hilbert-spaces1",totalDownloads:1938,totalCrossrefCites:0,totalDimensionsCites:0,book:{slug:"advances-in-econometrics-theory-and-applications",title:"Advances in Econometrics",fullTitle:"Advances in Econometrics - Theory and Applications"},signatures:"Graciela Chichilnisky",authors:[{id:"55948",title:"Prof.",name:"Graciela",middleName:null,surname:"Chichilnisky",slug:"graciela-chichilnisky",fullName:"Graciela Chichilnisky"}]},{id:"17702",title:"The Impact of Government-Sponsored Training Programs on the Labor Market Transitions of Disadvantaged Men",slug:"the-impact-of-government-sponsored-training-programs-on-the-labor-market-transitions-of-disadvantag1",totalDownloads:1430,totalCrossrefCites:0,totalDimensionsCites:0,book:{slug:"advances-in-econometrics-theory-and-applications",title:"Advances in Econometrics",fullTitle:"Advances in Econometrics - Theory and Applications"},signatures:"Guy Lacroix, Thierry Kamionka and Lucie Gilbert",authors:[{id:"42078",title:"Prof.",name:"Guy",middleName:null,surname:"Lacroix",slug:"guy-lacroix",fullName:"Guy Lacroix"},{id:"50834",title:"Mr.",name:"Thierry",middleName:null,surname:"Kamionka",slug:"thierry-kamionka",fullName:"Thierry Kamionka"},{id:"50835",title:"Mrs.",name:"Lucie",middleName:null,surname:"Gilbert",slug:"lucie-gilbert",fullName:"Lucie Gilbert"}]}],onlineFirstChaptersFilter:{topicSlug:"econometrics",limit:3,offset:0},onlineFirstChaptersCollection:[],onlineFirstChaptersTotal:0},preDownload:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[{type:"book",id:"10176",title:"Microgrids and Local Energy Systems",subtitle:null,isOpenForSubmission:!0,hash:"c32b4a5351a88f263074b0d0ca813a9c",slug:null,bookSignature:"Prof. Nick Jenkins",coverURL:"https://cdn.intechopen.com/books/images_new/10176.jpg",editedByType:null,editors:[{id:"55219",title:"Prof.",name:"Nick",middleName:null,surname:"Jenkins",slug:"nick-jenkins",fullName:"Nick Jenkins"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],offset:8,limit:8,total:1},route:{name:"onlineFirst.detail",path:"/online-first/nutritional-interventions-diet-modifications-nutritional-supplements-complementary-and-alternative-m",hash:"",query:{},params:{chapter:"nutritional-interventions-diet-modifications-nutritional-supplements-complementary-and-alternative-m"},fullPath:"/online-first/nutritional-interventions-diet-modifications-nutritional-supplements-complementary-and-alternative-m",meta:{},from:{name:null,path:"/",hash:"",query:{},params:{},fullPath:"/",meta:{}}}},function(){var e;(e=document.currentScript||document.scripts[document.scripts.length-1]).parentNode.removeChild(e)}()