Quantitative and qualitative analysis of carotenoids content in different species of fruits, vegetables, and flowers.
\r\n\t
",isbn:"978-1-83969-603-9",printIsbn:"978-1-83969-602-2",pdfIsbn:"978-1-83969-604-6",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!0,isSalesforceBook:!1,isNomenclature:!1,hash:"63deca41156136bb9fc21e070181a5dd",bookSignature:"Associate Prof. Monjur Ahmed",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11851.jpg",keywords:"Peptic Ulcer, Ischemic Ulcer, Crohn's Ulcer, Duodenal Infections, Adenoma, Carcinoma, Gastrointestinal Stromal Tumors, Neuroendocrine Tumors, Ampullectomy, Bariatric Surgery, Duodenal Resurfacing, Duodenal Stenting",numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:null,numberOfDimensionsCitations:null,numberOfTotalCitations:null,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"April 26th 2022",dateEndSecondStepPublish:"June 28th 2022",dateEndThirdStepPublish:"August 27th 2022",dateEndFourthStepPublish:"November 15th 2022",dateEndFifthStepPublish:"January 14th 2023",dateConfirmationOfParticipation:null,remainingDaysToSecondStep:"3 days",secondStepPassed:!1,areRegistrationsClosed:!1,currentStepOfPublishingProcess:2,editedByType:null,kuFlag:!1,biosketch:"Trained and board-certified in Internal Medicine and Gastroenterology in the United Kingdom and the United States. Has worked in many academic medical centers such as Temple University Hospital and Marshall University. He has a passion for teaching, training, doing clinical research, and publishing and is a member of the American College of Gastroenterology, American Gastroenterology Association, and the Royal College of Physicians of the United Kingdom.",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"206355",title:"Associate Prof.",name:"Monjur",middleName:null,surname:"Ahmed",slug:"monjur-ahmed",fullName:"Monjur Ahmed",profilePictureURL:"https://mts.intechopen.com/storage/users/206355/images/system/206355.jpeg",biography:"Monjur Ahmed, MD, FRCP, is an Associate Professor of Medicine at Thomas Jefferson University, Philadelphia, Pennsylvania, USA. He has been a practicing gastroenterologist for twenty-two years. He has a special interest in inflammatory bowel disease, eosinophilic esophagitis, gastrointestinal motility, and dysphagia. 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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"}},relatedBooks:[{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:"R. Mauricio",surname:"Barría",slug:"r.-mauricio-barria",fullName:"R. 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The fragility of water for various uses is a serious problem, which can be resolved by geological and Vertical Electric Soundings (VES) studies [1, 2, 3]. The problem arises when the geological information is not enough and accurate in the location of wells, resulting into dry wells. This problem is mostly frequent in volcanic areas, where the areas covered by alluvial material do not allow to observe the possible structures that contain underground water. In this study, we present a methodology for the location of this resource in arid volcanic zones, especially in the Central Mesa of Mexico. The methodology is based on a basic knowledge of Geology, the study of the magnetic field (air and ground) and the application of the electrical resistivity method, in two modalities, that is, sections and SEV [2].
\nThe methodology was applied to solve serious water problem in the rural population of La Dulcita town, Municipality of Villa de Ramos, which is located at the Northwest of the capital of San Luis Potosí and state of Zacatecas (\nFigure 1\n). The population of La Dulcita in 2005 was reported with 750 inhabitants [4] and their water was supplied by a single well located at 5 km South of La Dulcita town, with its capacity measured less than 1 L/s, which was not sufficient for the entire population. In addition, the State Water Commission (CEA, for its acronym in Spanish), State of San Luis Potosí, had drilled three wells and all of them were dry.
\nSatellite image of study area, that is, La Dulcita, villa de Ramos, state of San Luis Potosí, Mexico.
The rocks that form the aquifers are characterized by their physical properties such as porosity, permeability and water content [5, 6]. The present methodology allows locating the zones and the degree of fracture and measure if these can be associated to moisture from the surface.
\nThe Geology of the study area is represented mainly by the alluvial deposits approximately to the south of the La Dulcita, an outcrop of basaltic rocks exist in this area, whose height is approximately 15 m from the ground level (\nFigure 2\n). In the East, there are outcrops of the Caracol Formation, of the Upper Cretaceous [7] forming hills that protrude from the plains (\nFigure 3\n). It consists of shales of a greenish color, sometimes very dark gray. In the area of the Villa de Ramos, there is a large granite extension, which has almost a North-South course and constitutes a tectonic pillar that presents mineralization in some areas. In addition, also towards the North of Villa de Ramos, there are outcrops of marine sedimentary rocks [7].
\nGeological map of the Villa de Ramos area modified after Labarthe and Aguillón [
Elevation digital model where La Dulcita (1) Villa de Ramos (2) and the H2O well (3) are located, San Luis Potosí, Mexico.
La Dulcita area is located in a tectonic pit where the base must be represented by marine sedimentary rocks and probably basaltic lava flows.
\nFirst, a compilation of the existing geological information that already exists of the State of San Luis Potosí that was published by the Institute of Geology, Autonomous University of San Luis Potosi and the Mexican Geological Service is performed. Once the existing information has been compiled, a geological survey of the study area is carried out to locate the geological units that can exist in the area under the study and a digital elevation model formed (\nFigure 3\n). In addition, \nFigure 4\n indicates a geological map of the study area and an idealized diagrammatic model where the main structures and existing geological units are indicated.
\nGeological block of the La Dulcita-villa de Ramos area, San Luis Potosí, Mexico.
The geophysical study is comprised of several stages; first, the aeromagnetic information of study area is analyzed. This is done by applying a series of mathematical algorithms (filters) to the aeromagnetic data, which allow highlighting certain characteristics and dismiss others on the study area. The filters applied are known as International Geomagnetic Reference Field (IGRF) [8], which is calculated every 5 years and the immediate inferior should be applied to the date of the aerial survey (e.g., the aeromagnetic flight of our study area was carried out in 1995, the IGRF must be subtracted is that of 1990) [9]. To obtain the intensity values of the total magnetic field (TMF), which are obtained when flying, the contribution of the main dipole is subtracted, which exists in the terrestrial nucleus, thus obtaining the values of the residual magnetic field [RMF, Eq.( 1)].
\nSince the magnetic field is a vector (defined by magnitude and direction), the magnetic anomalies in these latitudes are displaced from the sources that produce them. Therefore, this is the reason why other mathematical algorithms must be applied for a filter, which simulates our study area, where the magnetic inclination is 90° and the declination is 0°. This algorithm named Baranov and Naudy [10] is better known as reduction to the magnetic pole field (RMPF) and assures us theoretically that magnetic anomalies will be located in the sources that produce them. The data matrix, thus generated, is the basis for the application of other filters or mathematical algorithms.
\nIn arid volcanic areas, one of the opportunities to locate groundwater is in the confined aquifers on faults. A filter is a mathematical tool to guide us, if we want to know the fracture, faults or the contacts zones in the geological units a filter that provides us with guidance is the Henderson and Zietz [11]. This filter is known as vertical derivatives of first or second degree, because it is going to indicate the areas of high gradients which are normally associated with the geological structures mentioned above. Another filter that has been applied to aeromagnetic information is the Henderson [12] that allows us to change the plane of observation, when we rise, the high frequencies tend to attenuate and highlight the low frequencies, which are associated with the geological structure of the subsoil. This filter is known as the magnetic field upward continuation.
\nIt is possible to interpret the location of the superficial and deep permeability zones with the analysis of the magnetic contour maps through each of these filters [13, 14].
\nThe next step of the methodology, after the aeromagnetic information has been analyzed, is to perform a land magnetometry survey in the areas that have presented some possibility of being associated with fracturing and/or faulting and/or geological contacts [15, 16]. This stage is called anomaly verification.
\nThe orientation of the land magnetic profiles should be as far as possible perpendicular to the structure that is inferred. The processing and analysis of the ground magnetic information is similar to the one made to the aeromagnetic data, a RMF is obtained from the TMF, later RMPF is generated and to this field, the filters of derivatives and upward continuation are applied.
\nThe magnetic information analysis is up to a one-point simple. This method is based on the fact that the whole Earth behaves like a large magnet that would be in the center of it [17, 18]. For a specific area, it is considered that the magnetic field strength (
This magnetization (I) constitutes the induced magnetization. Additionally, the effects of the remnant magnetization are present. In volcanic and intrusive rocks, this magnetization can be of greater intensity than the induced effects [18, 19]. If we consider that volcanic rocks contain ferromagnesian and is without fractures, it will generate a magnetic response characterized by having an anomaly represented by a magnetic high and a low. That is, the magnetic response has a positive and a negative side. If we make the simile that the rock is a magnet, and fractured it in two parts, we would generate two anomalies, which would have two magnetic highs and lows in a sequence, high-low-high-low magnetic, and so on. If we have a slightly fractured and/or faulty area, it will give us a magnetic response with highs and lows sequenced, with medium frequencies. In contrast, if we have a zone with highly fractured and/or high faulting, it will give us a magnetic response characterized by high frequencies and by a series of sequenced of magnetic highs and lows [16]. These areas are interpreted as zones where two of three of the properties that identify the aquifers are present, as they have porosity and permeability.
\nOnce the secondary permeability zone in the volcanic rocks has been identified, the next step in the methodology is to prove that the zones associated with humidity, which is achieved with the application of electrical methods; in our case, we use direct current.
\nThe electric DC methods are based on Ohm’s law [2], which establishes that the resistance is directly proportional to the voltage and inversely proportional to the intensity of the electric current:
\nwhere R (Ohm, Ω) is the electrical resistance, V (Volts) the potential and I (Amp) in the electric current.
\nThe previous relationship (Eq. 3) is valid for any electrical circuit, in studies of the underground, the relationship changes since the resistance is a function of the nature and the geometry of the conductor (Eq. 4), in this case the Earth:
\nThe equation in which ρ represents the nature of the conductor and is called resistivity, L is the length in m and S the conductor section in m2. If we replace and isolate the variable, then the following equation is given by:
\nIn geoelectrical exploration, the resistivity of the underground is normally measured with an electrode arrangement of four electrodes, with the electrodes AB being the emission electrodes (current) and MN the potential electrodes.
\nIn this case, the resistivity (Eq. 6) is given by:
\nwhere K is the geometric factor (1/AM-1/BM-1/AN+1/BN) of the electrode array, the subscript “a” in the resistivity indicates that the calculated value is apparent.
\nThe resistivity is an inverse property of the electrical conductivity and in exploration, its units is ohm per meter (Ω/m).
\nIn geoelectric exploration, the variation of the resistivity is studied horizontally by means of profiles in which the electrode array is moved as a whole to the different stations. Conversely, equispaced or the vertical variation of the resistivity can be studied by means of vertical electric soundings (VES). At a certain point, for this, the current electrodes (AB) are increasingly opened and the measuring or potential electrodes (MN) are opened only when the measured values are very small (Schlumberger electrode array). In such manner in which data exist in one or two points with different MN opening for the same values of AB, there is an overlap or “cluth” during the measurement of the SEV [1].
\nA quick way to know the electrical behavior of the underground in a given area is to make profiles of electrical resistivity of two electrode openings, for example, at 200 and 400 m opening of the current electrodes with the Schlumberger electrode array (AB/2 at 100 and 200 m). In this way, we have knowledge of the variation of electrical resistivity in a horizontal direction.
\nIf the resistivity behaves similar to both electrode array separations, it will imply that the entire electrically scanned area is the same. If the resistivity of the profile generated with a larger electrode aperture is higher than that generated at a smaller aperture, it will indicate that at depth the possibility of detecting humidity is zero. On the other hand, if the resistivity is lower at larger electrode aperture, it will have greater chances of detecting humidity. If the profiles of apparent resistivity show an irregular behavior, it will have greater possibilities of detecting a resistive resistance where the resistivity at the largest aperture changes form more resistive to less resistive and indicates that the area under study shows in the underground, where the current circulates more easily and will be an area where the variation of resistivity with depth must be studied, which is done with vertical electric sounding (SEV, [20]).
\nThe VES’ must be interpreted qualitatively and quantitatively. Firstly, the morphology of the VES curve must be defined [21] which in order to be associated with humidity, must necessarily have a correlation with the H-type curves (ρ1 > ρ2 < ρ3), which indicates that there is a lower resistivity contrast between the central layer and those that enclose it. The VES curves can also be KH (ρ1 < ρ2 > ρ3 < ρ4), QH (ρ1 > ρ2 > ρ3 < ρ4) or some of the curves that show a portion of type H.
\nThe quantitative interpretation is carried out using commercial software that allows an inversion of the resistivity data [22]. It is convenient to perform a VES in wells where its stratigraphic column is known, in a way that the VES can be calibrated.
\nOnce the previous stages have been carried out, the zones that are chosen for drilling must have a magnetic response which correlates with a fractured zone (permeability) and electrical methods (resistivity) with an area that has a relation with a humid area, represented by a resistive contrast that contains a minimum between two resistivity maxima.
\nThe procedure described above has been applied to an area, which is located in the Mesa Central, Mexico, specifically to a rural population called La Dulcita, municipality of Villa de Ramos, San Luis Potosí.
\nThe area under study was flown by the Mexican Geological Service, using an Islander aircraft BN2-A21, equipped with a Geometrics G-822 magnetometer, of cesium vapor optical pump, with a sensitivity of 0.25 nT, and an acquisition system of P-101 Picodas data, Automax video camera, 35 mm. A Geometrics G-826A magnetometer was used, with a sensitivity of 1 nT as the base station. Also, Sperry altimeter radar was also used.
\nThe course of the flight lines was N-S, with a distance between flight lines of 1000 m and a height above ground level of 300 m, the navigation was controlled with an Ashtech GG24 GPS system and the data was subtracted from the IGRF 1990 reference.
\nThe total magnetic field intensity in the central portion was 44,858 nT, with an inclination of 50°43′ and declination of 8°13′ for July 1995.
\nThe magnetic field behavior analysis began with the generation of the RMF map (\nFigure 5\n), which as mentioned in previous paragraphs, is obtained by subtracting the IGRF from the total magnetic field. Based on the RMF, the RMPF was calculated (\nFigure 6\n). In the W portion of the RMPF, there is a “trend” of magnetic highs (red) that represent the W limit of an area of the graben that exists with a general direction N-S and is characterized on the map with anomalies associated with magnetic lows (blue color). Towards the central portion, two “trends” of magnetic anomalies with direction NE–SW and NNW–SSE are shown that are possibly associated with the geologically multiple intrusive “El Socorro” [7]. The Dulcita area is located on the first step of the graben and alignments (\nFigure 7\n) with direction N-S and E-W towards its portion W is observed, which can be geologically associated with zones of faults and/or fracturing and/or contacts. The area investigated in general shows preferential aeromagnetic alignments in an N-S direction, also existing in the NE–SW direction, with few showing NW-SE direction.
\nMap showing the isovalues contour of the residual magnetic field of the Dulcita area, Villa de Ramos, San Luis Potosí, Mexico.
Map showing the isovalues contour of the reduced to the pole magnetic field of La Dulcita, Villa de Ramos, San Luis Potosí, Mexico.
Map where the magnetic alignments are observed based on the isovalues contour of the first vertical Derivativ upwards continuation 250 m from the reduced to the pole magnetic field.
The analyzed area in general shows the existence of up to 10 AMD’s, each characterized by different amplitudes and wavelengths. The area where the water is extracted for the population of La Dulcita, is correlated with the AMD II that is associated with a tectonic pit area, characterized by low values of magnetism. The graben is limited by AMD I to W and by AMD’s IIII and IV to the E. In AMD I, a highly productive well was located for the area (16 L/s) at a distance of 2.3 km SW of La Dulcita outside the ejido boundaries.
\nLa Dulcita area is located in the aeromagnetic domain map (AMD), zone that show similar magnetic susceptibility (\nFigure 8\n) and is situated between the limits of AMD’s I, II and IX, which allows us to interpret possibilities of the existence of permeability in the zones of the contacts.
\nMap of the aeromagnetic domains (AMDs) interpreted in the isovalues contour of the magnetic reduced pole field.
From above interpretation of the aeromagnetic information, four ground magnetic sections were programmed with reading stations of the total magnetic field (TMF), during every 20 m, by using two magnetometers, one GEM-GSM-19 and another Geometrics G-856 A, to perform the measurements, in which they were corrected by daily and hourly drift and a residual was obtained by subtracting a zero-degree polynomial from the TMF.
\nTwo of the sections had NW-SE orientation and two NE–SW (\nFigure 9\n) with the population of La Dulcita being in the central part of these profiles.
\nMap showing the location of the ground magnetic sections. The water well that appears to the north of the map where the population of La Dulcita is supplied with a yield of less than 1 L/s.
The magnetic section 1
Ground magnetic profile 1, with a NW-SE orientation. At the upper part, the residual magnetic field (RMF) is plotted (red); the horizontal gradient of the RMF is plotted at the lower part (blue), and at the bottom a qualitative interpretation of the percentage of probabilities of association with fracturing in the underground is shown. NF, not fractured; F, fractured.
The magnetic section 2 is located towards the E portion of La Dulcita (\nFigure 9\n), it presents five TMD’s (\nFigure 11\n), the first one limited between stations 0 and 32 shows a normal behavior of the RMF, where magnetic anomalies are distinguished. The TMF 2 is located between stations 33 and 45 and does not show areas of high frequencies that can be correlated with fracturing effects at depth. The TMF 3 is located between stations 46 and 84, it is identified by presenting a magnetic response characterized by anomalies with short wavelengths (60–100 m), high frequencies and amplitudes of the order of 28–41 nT and horizontals gradients from 2.7 to 2.3 nT/m, respectively. It correlates an area with average possibilities that associating with the existence of secondary permeability. The TMD 4 is identified between stations 85 and 113 and has short wavelengths (20–80 m) high frequencies and amplitudes of 18 at 29 nT and horizontal gradients of 0.4–1.5 nT/m, respectively. They are geologically associated to an area with average possibilities of correlation with permeability in the underground. The TMD 5 is delimited between stations 114–133, characterized by showing short wavelengths (20–40 m), high frequencies and magnetization amplitudes of 54 nT up to 160 nT, with horizontal gradients of 6.5 nT/m up to 14.7 nT/m, is geologically correlated with an area of strong fracture and permeability.
\nGround magnetic profile 2, with a NE–SW orientation. At the upper part the residual magnetic field (RMF) is plotted (red); the horizontal gradient of the RMF is plotted at the lower part (blue), and at the bottom a qualitative interpretation of the percentage of probabilities of association with fracturing in the underground is shown. HF, highly fractured; LF, light fractured; NF , not fractured.
The magnetic section 3 is located in the NW of La Dulcita (\nFigure 9\n) shows two TMD (\nFigure 12\n). The first domain is located between stations 1 and 16 is identified by presenting a series of magnetic anomalies. These are characterized by short wavelengths (20–100 m), high frequencies and amplitudes from 32 to 107 nT and horizontal gradients from 2.9 to 7.6 nT/m, which correlates with average possibilities of being associated in the underground with fracturing. The second TMD is located from station 17 to 75 and shows a normal magnetic field where the possibility to correlate with fracturing at depth zero.
\nGround magnetic profile 3, with a NE–SW orientation. At the upper part the residual magnetic field (RMF) is plotted (red); the horizontal gradient of the RMF is plotted in the lower part (blue), and at the bottom qualitative interpretation of the percentage of probabilities of association with fracturing in the underground is shown. F, fractured; NF, not fractured.
The magnetic section 4 located outside La Dulcita, the NW portion (\nFigure 9\n), shows two TMD (\nFigure 13\n), neither of them of interest to be associated with fractured zones in the underground.
\nGround magnetic profile 4, with a NW-SE orientation. At the upper part the residual magnetic field (RMF) is plotted (red); the horizontal gradient of the RMF is plotted at the lower part and at the bottom a qualitative interpretation of the percentage of probabilities of association with fracturing in the underground is shown. NF, not fractured.
Two electrical sections (or profiles) of apparent resistivity, induced polarization and self-potential were made with the Schlumberger type electrode array (\nFigure 14\n), using two electrode spacings AB/2 = 100 and 200 m and a Syscal R-2 resistivity instrumental (\nFigure 15\n). The sections were made in the same directions as the magnetic profiles 1 and 2, which were showed more possibilities of associating with fracturing in the underground.
\nThe Schlumberger electrode array diagram, used for the realization of vertical electric sections and soundings (VES). The maximum openings of the VES were AB/2 of 1500 and 2000 m.
Electrical instruments used for vertical electric soundings and sections.
The W-E electrical profile shows in general an increase in resistivity with depth except two areas, from station 400 to 500 and 750 where the conductivity is higher. The induced polarization in these profiles generally shows a decrease in chargeability, except for two areas of station 450–500 and 750, where the load capacity tends to increase. The spontaneous potential is observed to decrease in general with larger separations of AB/2 (\nFigure 16\n).
\nElectrical profile 1, with a NW-SE orientation, where (a) the apparent resistivity is plotted; in (b) the induced polarization and in (c) the self-potential. These electrical profiles were located on the zones showing high frequencies (fracture, permeability) in profile 1 (
The S-N electrical section, presents values of apparent resistivity lower at depth for the most part, except from station 450 to 550 where there is a small increase in resistivity to separations greater than AB/2. The chargeability values in the induced polarization are observed in contrast throughout the section, increase to greater separations of AB/2 in the areas of station 0–150, 350, 550–900 and in the station 1100. The spontaneous potential (SP) in this section behaves similarly to both electrode separations between stations 0 and 550, where at higher separations of AB/2, the values (mV) increase slightly from station 600 to 900, the values decrease for AB/2 = 200 m and from station 950 to 1300, the SP is changing (\nFigure 17\n).
\nElectrical section 2, with a NE–SW orientation, where (a) the apparent resistivity is plotted; in (b) the induced polarization and in (c) the self-potential. It is located on the magnetic section 2.
Five vertical electric soundings (VES’) were made with maximum openings of the current electrodes (AB/2) of 1500 and 2000 m, four of them are located in identified zones (magnetometry) with possibilities of associating depth permeability. One of the SEVs was carried out on a producer well that was located 2.3 km SW of La Dulcita and geologically located in the zone of the sunken block and aeromagnetically associated with the AMD I, which served as calibrator for the interpretations.
\nThe qualitative interpretation of the VES’ morphology showed that the producer was well associated with a KQH curve (VES 4), among four remaining SEVs two were from the QQH family (VES 2 and 5), one was HKQH (VES 1) and the other HKH (VES 3).
\nThe VES’ were processed and interpreted with the commercial program Resix Plus that solves the inverse problem based on the Ghosh method of the inverse filter [22]. Each of the VES was compared with the VES (4) of the producing well (\nFigures 18\n and \n19\n).
\nGraphs of vertical electric soundings (VES) 1 and 2 and their comparison with VES 4, related to a well with an expenditure of the order of 25 L/s. note the thickness (170.4 m) correlated with the aquifer horizon (28.7 Ωm) possibly due to a sandy unit, overlying a clay horizon (2 Ωm).
Graphs of the vertical electric soundings (VES) 3 and 5 and its comparison with the VES 4, related to a well, with an yield of the order of 16 L/s. Note that VES 3 shows a sequence of geological units (~ 53 Ωm) confined by clay horizons (3–4 Ωm), while VES 5 shows a decrease in resistivity to depths of the order of 700 m.
\n\nFigure 18\n indicates that the data interpreted in the VES 4 (KQH) for producing well and calibrator clearly indicates that at the base of the aquifer there is a clay unit (2 Ωm) and correlates with the resistivity of 28.69 Ωm with a thickness of 170.4 m, hence the well produces about 16 L/s. In this comparison, the VES 1 (HKQH) shows a horizon (23.23 Ωm) with a thickness of 33.5 m, possibly associating a sandy unit with moisture content at a depth of the order of 24 m. The VES 2 (QQH) shows a unit with a resistivity of 18.65 Ωm at a depth of less than 3 m with a thickness of 30 m.
\n\n\nFigure 19\n shows the results of interpreting the VES’ 3 and 5, they are also compared with the VES 4 (well). The VES 3 (HKH) shows the existence of a geological unit (53.20 Ωm) bordered by two clay horizons (4 and 3 Ωm) at a depth of the order of 61 m and a thickness of 34 m. It presents very good resistive contrast and the unit can be a fractured basalt horizon. VES 5 (QQH) shows a horizon possibly associated with a clay-sandy unit (14.8 Ωm) at a depth of 15 m and a thickness of 29 m. A large layer (> 700 m) of clay (9.2 Ωm) that starts to make an interpretation at a depth of 45 m.
\nOnce the information was interpreted and analyzed, in some areas and communal land holding close to La Dulcita, a zone that meets the standards that are associated to the aquifer were found. It aeromagnetically shows the existence of alignments in N-S and E-W orientation and their location on top of the graben structure. It is represented in an aeromagnetic map by the magnetic lows (blue color) the pit area and magnetic highs (color red). Thus, La Dulcita area is located in the limits of three aeromagnetic domains, which already indicates in ground magnetic measurements and should necessarily have a magnetic susceptibility contrast that will be reflected with significant differences in the amplitude of the magnetic field.
\nThe ground magnetic sections indicate the zones that can be associated with permeability and the zones that do not have association with this physical property. The magnet simile is parameter for the interpretation of fracture in the underground. It will generate a simple anomaly if not related with fracture and provide a series of anomalies, which will be characterized by high frequencies. The calculation of the horizontal gradient of the magnetic field is completely resolutive to be able to observe fractured (permeable) zones of relatively healthy zones. In the magnetic section 1, the different physical behaviors that exist in the underground are clearly shown in the first portion of a highly fractured area contrasted with the rest of the section, which indicates that the magnetic susceptibilities of each terrestrial magnetic domains are associated with different units.
\nWith the aerial and terrestrial magnetism, it was easy to find areas with high possibilities of being associated with fracturing (permeability).
\nWith the electrical sections, it was possible to quickly scan the areas with possibilities of being associated with permeability and verify if they could also be associated with humidity. Producer well is key to facilitating the interpretation of vertical electric soundings, which in order to be associated with humidity should have as part of their morphology a portion type H.
\nIn the area that was most likely to be associated with permeability and humidity in the underground (\nFigure 20\n) where a drilling was carried out by the State Water Commission of San Luis Potosí, with production of 4 L/s. Furthermore, if we take into account the previously three dry wells, which had been drilled then it can be said that this methodology has met the objective.
\nThe graphs that support the existence of a fractured area and with humidity in the underground are shown. The magnetism intensity graph (a) shows a clearly fractured zone towards the NW portion of the section. In the geoelectric profile (B), a contrast in resistivity is observed towards station 400, it decreases to openings of AB/2 = 200 m with respect to AB/2 = 100 m. the SEV 3 (C) shows association with type H curves.
With the help of the above methodology, the trained eye of the field geologist is strengthened with this methodology that uses scientific instruments, whose function is to detect the variation in the physical properties. For example, the magnetic susceptibility and resistivity of the rocks that are hidden below the Surface. Undoubtedly, the usage will certainly increase the percentage of successful drilled wells.
\nThis work was funded by the State Water Commission, San Luis Potosí and COPOCYT-SLP. My sincere gratitude goes to Ing. Víctor J. Martínez Ruíz for his support to drawing geological map. I also thank David E. Torres Gaytán for his contribution in the preparation of this work. Also my sincere gratitude to Dr., Sanjeet Lumar Verna and Lucia Aldana Navarro for their comments on writing.
\nCarotenoids are a class of natural pigments broadly distributed in nature and synthesized by plants, certain bacteria, fungi and algae. These molecules are classified in two main groups: carotenes, which are pure hydrocarbons (α−/β-carotenes and lycopene), and xanthophylls, which represent the oxygenated derivatives (lutein, zeaxanthin, astaxanthin, fucoxanthin and cryptoxanthin) [1]. These hydrocarbons are formed by eight five-carbon isoprenoid units with conjugated double bonds, responsible of multiple geometrical isomers (cis/trans), although carotenoids are mainly found in the most stable configuration, the all-trans one [2, 3]. These double bonds act as chromophores and are responsible for light absorption in the visual range of the spectrum [4], providing yellow, orange and red coloration [5]. Among the main biological properties described for carotenoids, they stand out for their antioxidant capacity and ability to quench singlet oxygen species [6]. Carotenoids have also been described to wield anti-inflammatory, antimicrobial and anti-hyperglycemic activities, to prevent cardiovascular and/or neurodegenerative diseases and to stimulate the immune system [7, 8]. These beneficial properties made them emerge as a promising alternative to synthetic additives, which have been related with negative side-effects. Besides, these pigments improve the nutritional value of foodstuff and can be used for food coloring. These reasons have boosted carotenoids’ market size, which is expected to reach $300 billion by 2024, due to the interest shown by food, animal feeding, pharmaceutical, nutraceutical and cosmetic industries [9].
Found primarily in microalgae species such as
Chemical structure of α-carotene and β-carotene.
Lycopene can be found in fruits and vegetables, especially in tomatoes (Figure 2), being the carotenoid with the highest antioxidant capacity. It has been seen that this pigment is involved in modulating many anti-inflammatory processes, and some authors have linked it with the prevention of bone diseases, such as osteoporosis [15]. Furthermore, lycopene also shown anticancer effects against several tumoral and normal cell lines, particularly prostate cancer cell lines (PrEC and PC-3), in
Chemical structure of lycopene.
Xanthophylls comprise oxidized derivatives of carotenoids, being broadly available in nature. These pigments are characterized for having yellow, orange or red coloration. Some of the most common xanthophylls present in nature include lutein, zeaxanthin, astaxanthin, β-cryptoxanthin and fucoxanthin (Figure 3) [6]. These compounds are polar molecules and, unlike non-polar carotenes, they get accumulated, contributing to skin pigmentation [1]. Antioxidant, neuroprotective, antiplasmodial or anticancer are some of the biological activities that pointed xanthophylls as a promising nutraceutical. These beneficial bioactivities may have preventive effects in an extensive variety of diseases such as oral, allergic, neurologic, ophthalmologic and immune affections [6]. Moreover, beneficial properties may be transferred to food. Hence, these characteristics have prompted the incorporation of xanthophylls as natural additives to obtain products with a better appearance according to the consumers’ standards [1, 19].
Chemical structure of a) lutein, b) zeaxanthin, c) astaxanthin, d) cryptoxanthin and e) fucoxanthin.
Lutein is a dihydroxy derivative of β-carotene with hydroxyl groups at both sides of the molecule (Figure 3a), converting it in a dipolar xanthophyll. This chemical configuration confers hydrophilic characteristics and improves its capacity to scavenge free radicals [6, 20]. The most common chemical configuration of lutein is acylated with different fatty acids [1], such as lauric (C12:0) or palmitic acid (C16:0), becoming mono- and diacylated derivatives [21]. Leafy vegetables and plants, flower petals and yellow and orange fruits are the most important sources of lutein. Its extraction is mainly carried out with organic solvents from flower petals that have been previously fermented and/or dried [1].
Zeaxanthin (Figure 3b) is a structural isomer of lutein with a darker yellow tone, closer to orange [20]. It is naturally found in leaves of green vegetables, flower petals, in some yellow and orange fruits, corn and even in microbial
Astaxanthin (Figure 3c) is a lipophilic carotenoid with a reddish-orange color [23]. This pigment is found in high concentrations in microalgae like
β-cryptoxanthin is a naturally occurring pigment mainly found in tropical fruit like papaya, highlighting its accumulation in citrus fruit such as oranges and tangerines [28]. This xanthophyll is closely related to β-carotene since, aside from being a vitamin A precursor, their structures are very similar, varying by just the addition of a hydroxyl group in one of the β-ionone rings in β-cryptoxanthin’s structure (Figure 3d), resulting in a bipolar conformation. These conformation makes its bioaccumulation easier, facilitating food coloring as well as being more nutritionally valuable, contributing to vitamin A production [29]. Moreover, β-cryptoxanthin intake has been associated with a reduced risk of inflammatory diseases, like polyarthritis or rheumatoid arthritis, by suppressing bone resorption and stimulated bone formation [30].
Fucoxanthin (Figure 3e) is mostly known for giving the characteristic brownish/olive-green color to brown algae (Phaeophyceae), as in species belonging to the genus
Generally, natural sources of carotenoids are divided into: i) fruits, vegetables and flowers; ii) microorganisms (microalgae, cyanobacteria, fungi, bacterial and yeasts); and iii) by-products (peels, seeds and skin).
There is a wide variety of fruits and vegetables recognized as natural sources of carotenoids in human diet. Besides, flowers, recently introduced in gastronomy, appeared to be a suitable source of carotenoids (Table 1). In general terms, the most relevant carotenoid found among these groups is β-carotene, although lutein, β-cryptoxanthin, lycopene and zeaxanthin are also highlighted as major carotenoids. Reviewed literature showed very different ranges of carotenoid concentrations depending on the analyzed tissue, variety, ripening stage, geographical origin, etc. [40, 41]. Nevertheless, Table 1 points to fruit as the most relevant source of carotenoids.
Source | Main Carotenoids | Carotenoid Content (mg/g) | Ref. | |
---|---|---|---|---|
Apricot | β-car, β-crypt, Lut, Zea | 0.07–0.08 (DW) | [42] | |
‘Gac’ oil | α−/β-Car, Lyc | 1.8–11 (FW) | [43, 44] | |
Goji | β-car, β-crypt, Zea | 0.04–0.51 (FW) | [45] | |
Kaki | β-car, β-crypt, Lut, Zea | 0.03–0.07 (DW) | [42] | |
Banana and plantain | α−/β-Car, Lut | 0.01–0.04 (DW) | [46, 47] | |
Mandarin juice | ζ−/ β-car, β-crypt | 0.01 (DW) | [41] | |
Mango | α−/β-Car, β-crypt, Lut, Zea | 3–129 (FW) | [40] | |
Orange | α−/ β−/ζ-car, β-crypt, Lut, Zea | 0.01–0.03 0.01–0.02 (DW) | [41, 48] | |
Papaya | β−/ζ-car, β-crypt, Lyc, Vio, Zea | 0.14–4.13 (FW) | [49, 50] | |
Peach | β-car, β-crypt, Lut, Zea | 0.04–0.09 (DW) | [42] | |
Broccoli | Lut, Neo | 8.5–11.6 (DW) | [51] | |
Carrot | α−/β-car, Lut, Lyc | 0.01–0.8 (DW)(TC’s) | [52, 53] | |
Kale | Zea | 1.6–2.5 (DW) | [54] | |
β-car | 0.10 (DW) | |||
Neo | 0.12 (DW) | |||
Lettuce | Lut | 0.1–0.13 (DW) | [55] | |
β-car | 2.2–2.9 (DW) | |||
Pea | Lut | 0.01–0.02 (DW) | [56] | |
β-car | 0.01–0.02 (DW) | |||
Pepper | β-car | 0.39–0.71 (DW) | [57] | |
Zea | 0.31–0.73 (DW) | |||
Spinach | Neo | 0.1–0.2 (FW) | [58] | |
Lut | 0.34–0.53 (FW) | |||
β-car | 0.2–0.32 (FW) | |||
Sweet corn | Lut | 0.02 (DW) | [59] | |
β-car | 0.01 (DW) | |||
Tomato | β-car | 0.01 (FW) | [60] | |
Lyc | 0.05–0.08 (FW) | |||
TCs | 0.04–0.2 (FW) | |||
Blue centaurea | β-car, Lut | 0.06 (DW) | [61] | |
Blue borage | β-car, Lut | 1.8 (DW) | ||
Camelia | β-car, Lut | 0.2 (DW) | ||
Xanthophylls | 0.001–0.003 (P) (DW) 0.04–0.07 (L) (DW) | [62] | ||
Marigold | Lut | 0.0002–0.006 (DW) | [63] | |
Nasturtium | Lut | 0.4–1.2 (DW) | [64] | |
Pansies | β-car, Lut, Zea | 0.2–1.1 (DW) | [61, 65] | |
Snapdragon | β-car, Lut, Zea | 0.03 (DW) | [65] |
Quantitative and qualitative analysis of carotenoids content in different species of fruits, vegetables, and flowers.
Abbreviations: DW: dry weight, FW: fresh weight, L: leaves, P: petals. Carotenoids: α−/β−/γ−/ζ-car: α−/β−/γ−/ζ-carotene, β-crypto: β-cryptoxanthin, lyc: lycopene, lut: lutein, neo: neoxanthin, TCs: total carotenoids content, vio: violaxanthin, zea: zeaxanthin.
Carotenoids extracted from fruits, vegetables and flowers become too expensive due to high production costs associated with large production areas required. Besides, the supply of carotenoids extracted from plants becomes unstable, since it is dependent on unpredictable climatologic conditions [66]. Therefore, more sustainable and green approaches have been explored for a more efficient carotenoids’ collection, including the use of microorganism or the reutilization of agricultural by-products
Nowadays, the interest on microbial carotenoids has increased because of their low production area requirements when compared to plants. Besides, microbial cultures are nearly independent of climatic conditions, seasonality and soil composition. Current technological advances permit a tight control of culturing conditions, which improves the efficiency of microbial carotenoid production and reduces costs. Examples of efficient production of carotenoids using microalgae, bacteria, yeasts or fungi are displayed in Table 2, that demonstrates the huge variability of microorganisms capable of producing specific types of carotenoids being the most relevant β-carotene, lutein, astaxanthin, canthaxanthin and torulene (Table 2).
Species | Most abundant Carotenoids | Content (mg/g) | Ref. | |
---|---|---|---|---|
β-car | 0.001–0.0045 (DW) | [67] | ||
Ast | 2–20 (DW) | [68] | ||
Ast | 6–19 (DW) | [69] | ||
Canthaxanthin | N.D | [70] | ||
Lut | 0.01 (DW) | [71] | ||
β-car | 1.50 (DW) | |||
Decaprenoxanthin and derivatives mono−/diglucosides; Lyc | 0.3–0.4 (DW) | [72] | ||
β-Car | 0.01–3.1 (CDW) | [73] | ||
Zea | 0.01–0.9 (CDW) | |||
Carotenoids, glucoside derivatives | 0.4–0.5 (DW) | [72] | ||
Zea; β-Crypto; β-Car; β-Zeacarotene | 0.5–0.6 (DW) | |||
Zea; β-Crypto; β-Car; β-Zeacarotene | 0.7–0.8 (DW) | |||
Carotenoids and glucoside derivatives | 0.7 (DW) | [72] | ||
Carotenoids and glucoside derivatives | 0.5 (DW) | [72] | ||
Fungi | β-car | 30 (DW) | [68] | |
Lyc | >900 (DW) | |||
β-car | 0.275–0.698 (DW) | [74] | ||
β-car | 0.05–10 (DM) | [68] | ||
Yeasts | Ast | 0.000725–0.007642 (DW) | [75, 76] | |
β-car | 0.0172 (DW) | [77] | ||
Torulene | 5–14 (DW) | [78, 79] | ||
Torularhodin | 32.2 (DW) | |||
Torulene | 18.2 (DW) | [79, 80] | ||
Torularhodin | 9.3 (DW) | |||
Torulene | 0.0001 (DW) | [79] | ||
Torularhodin | 0.00001 (DW) | |||
Ast | 0.0026–0.001 (DW) | [112] |
Quantitative and qualitative analysis of carotenoids content in different species microorganisms such as microalgae, bacteria, yeasts, filamentous fungi and cyanobacteria.
Abbreviations: DW: dry weight; CDW: cold-water-dispersible; N.D: not determined. Carotenoids: ast: astaxanthin, β-car: β-carotene, β-crypto: β-cryptoxanthin, lut: lutein, lyc: lycopene, TCs: total carotenoids content; zea: zeaxanthin.
Food waste has been increased in the last years driven by an increasing population, expected to reach 10 billion people by 2050, and inefficient and unsustainable production systems [81]. These factors boosted waste production, which is usually composted or burnt, emitting high amounts of CO2 to the atmosphere. To counteract this situation, multiple strategies have been explored in the last decades, such as the revalorization of wastes as source of biomolecules. In fact, peels, seeds, husks, pomace or pulp are recognized as alternative sources of compounds with diverse biological properties [82].
Table 3 collects information about potential agricultural and food by-products as sustainable sources of carotenoids.
By-product | Most abundant Carotenoids | Content (μg/g) | Ref. |
---|---|---|---|
Tucumã peels | β-car | 68–88 (FW) | [83] |
Peach palm peel | 71–75 (FW) | ||
Mandarin epicarp | β-car | 1397–1417 (DW) | [84] |
Melon peels | β-car | 67–915 (DW) | [85] |
β-crypto | 3–49 (DW) | ||
Atlantic shrimp cooked shell | Ast | 57.3–284.5 (DW) | [86] |
Grape canes | Lut; β-car | 0.3–2.4 (DW) | [87] |
Peels and pulp of persimmon | β-crypto | 6500–167,000 (DW) | [88] |
β-car | 6900–45,000 (DW) | ||
Pressed palm fibers | α-car | 142–305 (DW) | [89] |
β-car | 317–713 (DW) | ||
Mango peel | α−/β-car; crypto | 5600 (β-car) (DW) | [90] |
Skin and seeds of tomatoes | Lyc | 3.8–166.4 (DW) | [91] |
β-car | 0.6–26.4 (DW) | ||
Lut | 0.8–10.8 (DW) | ||
Carrot by-products | β-car | 230 (FW) | [92] |
Carrot juice processing waste | β-car | 240 (DW) | [93] |
Tomato peels and seeds | Lyc | 410 (P);28 (S) (FW) | [94] |
β-car | 31 (P); 5.2 (S) (FW) |
Quantitative and qualitative analysis of carotenoids content in different by-products derived from agricultural and food industries.
Abbreviations: P: peel; S: seeds. Carotenoids: ast: astaxanthin, α−/β-car: α−/β-carotene, β-crypto: β-cryptoxanthin, lut: lutein, lyc: lycopene. FW – Fresh weight, DW – Dry weight.
In the last decades, macroalgae have been pointed out as a promising source of carotenoids. These photosynthetic organisms contain high amounts of pigments involved in light absorption for nourishment. However, they also have a secondary role related with damage protection from UV exposition. The main xanthophylls found in macroalgae include fucoxanthin, lutein, or zeaxanthin, being fucoxanthin the most abundant one, while β-carotene stands out from carotenes (Table 4). The main advantage of using macroalgae, is that invasive species can be used as an alternative source of carotenoids.
Species | Most abundant Carotenoids | Content (mg/g) | Ref. |
---|---|---|---|
Fuco | 2.0–3.5 (DW) | [95] | |
Fuco | 0.4–6.4 (DW) | [96] | |
Fuco | 0.42 (DW) | [97] | |
Fuco, Lut | 5.2 (DW) 0.3 (DW) | [98] | |
1.4 (DW) 0.1 (DW) | |||
Fuco | 18.6 (DW) | [99] | |
β-car, lut, zea | 0.0029 (TCs, FW) | [100] | |
Lut | 0.3 (FW) | [101] | |
Fuco | 0.0084 (TCs, DW) | [102] |
Quantitative and qualitative analysis of carotenoids content in different macroalgae species.
Abbreviations: DW: dry weight, FW: fresh weight, β-car: β-carotene, fuco: fucoxanthin lut: lutein, TCs: total carotenoids content, zea: zeaxanthin.
In the last century, pigment extraction has been performed using solid–liquid extraction with different organic solvents. Extracts were later purified via semipreparative high-performance liquid chromatography (HPLC) [103] or clean up and separation columns using organic solvents such as hexane or dichloromethane [104]. The use of non-polar solvents for carotenoid extraction like petroleum ether or hexane has been linked with toxicity, having a negative impact in the environment in the long term. In addition, in the current legislation regarding the use of these solvents for the production of food ingredients is not allowed. For this reason, in the latest years, novel “greener” extraction processes have been developed for pigment recovery, including supercritical fluid extraction (SFE), pressurized liquid extraction (PLE), ultrasonic assisted extraction (UAE) and microwave assisted extraction (MAE) (Table 5). Implementing these techniques improved, among other things, extraction times, yields and solvent usage [105].
Source | Carotenoids | Conditions | Recovery (μg/g) | Ref. |
---|---|---|---|---|
SFE | ||||
β-car | CO2, 60 °C, 300 bar | 15,000 (DW) | [113] | |
α−/β-car, β-crypto, lyc, lut, zea | CO2 + EtOH, 30 MPa | 392 (TCs) | [108] | |
Carotenoids | CO2 + EtOH, 25°C, 20 min, 20 MPa | 47,000–53,000 | [109] | |
Lut | CO2, 65°C, 55 MPa | 3000 (DW) | [114] | |
Ast, β-car, lut, neo, zea | CO2 + 10% EtO, 25°C, 20 min, 20 Mpa | 73; 60, 436, 671, 90 | [115] | |
Tomato, apricot, peach, pumpkin (Fl, Pe), pepper (Fl, wastes) | β-car, lut, lyc | CO2/EtOH, 59°C, 30 min, 350 bar | 88–100% β-car | [116] |
PLE | ||||
Carrot by-products | β-car | EtOH 99%, 60–180°C, 5 min, 50 bar, 1–5 cycles of 2 min | 120–230 (FW) (soft soggy carrots) 80–190 (FW) (orange carrots) | [92] |
β-crypto, β-car, lut, zea | MeOH: THF 2:8 (v:v), 40 °C, 5 min, 103 bar | Kaki: β-crypto ≤29, lut ≤ 13, zea ≤ 18 Apricot: ≤48 (β-car) | [42] | |
Fucoxanthin | 90% EtOH, 110°C, 5 min, 1500 psi | 420 | [97] | |
β-car, zea | 125°C, 20 min, 10.5 MPa | Zea ≤14,000 β-car ≤8000 | [117] | |
UAE | ||||
Dark red tomato | Lyc | EtAc: tomato paste 8:1 (V/W), 86°C, 29 min | 89,000 | [118] |
MAE | ||||
Carrot juice wastes | β-car | Flaxseed oil: wastes 8:1 g/g, 165 W, 9.4 min | 775,000 | [93] |
Novel extraction techniques to efficiently recover carotenoids from natural sources.
Abbreviations: DW: dry weight, EtOH: ethanol, EtAc: ethyl acetate, Fl: flesh, FW: fresh weight, L: leaves, MeOH: methanol, Pe: peels, THF: tetrahydrofuran. Carotenoids: ast: astaxanthin, α−/β-car: β-carotene, β-crypto: β-cryptoxanthin, lyc: lycopene, lut: lutein, neo: neoxanthin, TCs: total carotenoids, zea: zeaxanthin.
Supercritical fluid extraction (SFE) emerged in 80s decade as a promising alternative to conventional organic extractions [106]. This is a process where a compound is separated from its matrix making use of the unique properties of supercritical fluids as solvents, being CO2 the most commonly used. Supercritical fluid technology applies pressures and temperatures above the critical point of the extracting solvent, leading to a balanced state between liquid and gas phases. This balance confers low viscosity, high diffusivity, enhanced solubility and no surface tension, facilitating mass transfer [107]. However, this process involves a high cost, due to high temperatures and pressures requirements. Moreover, CO2 only dissolves non-polar molecules, although using a co solvent overcomes this issue, being ethanol the most employed [108, 109].
As well as in SFE, pressurized liquid extraction (PLE), also called accelerated solvent extraction (ASE), makes use of high temperature and pressure, although along with a liquid solvent to accelerate the extraction of specific analytes from solid matrices. In this system, pressure is high enough to keep the solvent liquid without hampering extraction performance. However, extraction time, temperature, solvent type and volume have influence on extraction performance, especially temperature and solvent type. Temperature range is mostly comprised from 40 to 180°C and it has been seen that the use of
Ultrasonic assisted extraction (UAE) also emerged as a novel technique, which employs using ultrasonic waves that propagate causing the implosion of bubbles, phenomenon known as cavitation. This perturbation leads to a diffusion of the solute from the porous matrix to the solvent. Nowadays, UAE is used for extracting various compounds including carotenoids from a wide diversity of matrices, such as macroalgae, microalgae and plants. This technique is environment-friendly, simple, cheap and efficient, reporting high yields when compared to conventional techniques, although the reproducibility of the samples is jeopardized by equipment’s aging [111].
Microwave assisted extraction (MAE) is a relatively new extraction technique that combines microwave and traditional solvent extraction. Since the late 1980s, MAE has become one of the most popular and cost-effective extraction methods [112]. This technique is based on the application of microwaves for heating both solvents and matrices, increasing the kinetic of the extraction. Compared to conventional and novel (SFE and PLE) techniques, MAE reduced extraction time and solvent usage, leading to higher extraction rates and reduced costs [93].
Color is an important sensory attribute associated with safety and nutritional values of food, reason why, in the last years, consumer awareness regarding the use of synthetic food coloring has been increased. In order to develop a more natural food industry, natural pigment demand has raised, as is the case for carotenoids. These pigments are used for their coloring properties as well as for their antioxidant potential and biological functions. Carotenoids can be either applied directly into food matrices like beverages or pasta, among others [119, 120], or indirectly, into animal feeding to improve pigmentation of final products as in eggs or fish flesh [1, 29, 121]. Moreover, carotenoids have pointed out as promising ingredients in active packaging films. Their inclusion in protective films can improve the storing properties of the package, extending the shelf-life of the product, as well as transferring carotenoids’ nutritional values [122, 123]. Several applications of carotenoids in the food industry have been collected in Table 6.
Carotenoid | Origin | Application | Properties | Ref. |
---|---|---|---|---|
β-Carotene | Fruits & vegetables | Free and encapsulated | Yellow colorant and antioxidant | [120] |
Incorporated into polymer materials | Antioxidant, O2 and light barrier | [123] | ||
α-Carotene | Free and encapsulated | Yellow colorant, anti-carcinogenic and antioxidant | [120, 124] | |
α-Tocopherol | High fat vegetables | Incorporated into polymer materials | Antioxidant | [123] |
Astaxanthin | Marigold flower | Incorporated into packaging material | Fish feeding for antioxidation and flesh coloring | [125] |
Bixin | Annatto seeds | Incorporated into polymer materials | Antioxidant, O2 and light barrier | [123] |
Canthaxanthin | Mushrooms | Alginate-pectin microencapsulation | Red colorant and antioxidant | [126] |
Cryptoxanthin | Mandarin, papaya, orange | Free and encapsulated | Orange colorant and antioxidant | [120] |
Lutein | Green vegetables | Encapsulation in food | Eye protection against AMD development or cataracts. Anticancer | [124] |
Lycopene | Tomato, watermelon, pink grapefruit, guava | Free and encapsulated | Red colorant, eye UV-protection, antioxidant | [120, 123, 124] |
Incorporated into polymer materials | Antioxidant, O2 and light barrier | |||
Zeaxanthin | Mandarin, papaya, orange | Orange colorant | Eye protection against macular degeneration and cataracts | [120, 124] |
Carotenoids applications in food industry.
Since the late 1980s, carotenoids implementation into food has significantly increased. Among all, β-carotene is the most applied one, being used for coloring oils and butters, providing a yellowish color. In addition, it has been also used to fortify different food matrices for its provitamin A activity [127]. Apart from β-carotene, other carotenoids have been incorporated as free molecules into food matrices (Table 6). However, the direct application of these natural pigments is limited by their low stability, so micro- and nanoencapsulation technologies have been applied. Multiple encapsulation technologies including spray or freeze drying, emulsion, spray chilling, extrusion coating, liposome entrapment, coacervation and ionic gelation [128] have been applied to improve solubility, chemical stability and bioavailability of pigments, as well as for masking unpleasant organoleptic properties [129]. Most of these technologies have been applied to encapsulate carotenoids, generally on a nanometric scale (≤100 nm). The type of encapsulation materials used for food applications have to be food-graded biopolymers such carbohydrates or gums (Persian gum), proteins (gelatin or whey), and animal or vegetal lipids [22, 26, 130]. Emulsion is also a prominent encapsulation processes, which results in an improved bio accessibility and bioavailability [131]. Lutein emulsions, β-carotene oil-in-water emulsions or microcapsules containing lycopene are just some examples of microencapsulation found in the food industry to improve the stability, bio accessibility and bioavailability of these pigments [129, 132, 133]. Similarly, multiple studies support carotenoids’ nanoencapsulation [134, 135].
A different way to incorporate natural pigments in human food is through animal feeding. By doing so, pigments get incorporated in foodstuff such as in fish flesh or eggs, giving a characteristic pigmentation and an increased nutritional value that will be further transferred to humans or animals [121, 136]. One of the main industries where carotenoids have been implemented is aquaculture. Fish factories have been making use of pigments such as β-carotene as an important source of provitamin A, which has been shown to improve the antioxidant capacity and immune system of fish, enhancing growth and preventing lipid peroxidation [137]. In fact, in aquaculture, different biological sources of xanthophylls such as green microalgae, yeast, krill, or crab waste have been utilized as feeding supplements. This complementary pigmentation enhances the nutritional value of fish products by providing strong antioxidant activity and higher amounts of provitamin A [1]. Other industry where pigments are widely use is poultry. EU approved egg yolk and poultry tissues pigmentations with yellow and red carotenoids, including lutein, zeaxanthin, β-cryptoxanthin, violaxanthin and capsanthin [136].
Natural pigments can also be incorporated into packaging materials to improve food preservation. Carotenoids such as lycopene or β-carotene prevent color alterations due to oxidation processes and UV-induced damage, providing stability to packaging polymers [123]. Besides, pigment migration from active packaging into food matrices has been reported, transferring the beneficial properties. As could be seen in Table 6, several carotenoids such have been included in active packaging, achieving promising results.
Synthetic pigments have been frequently used as food additives to improve food appearance since colorful products have been associated with healthy and high-quality properties by consumers. However, tendency has slowly shifted towards a stronger presence of natural ingredients due to a raising concern about the negative side effects associated with synthetic molecules. In this context, carotenoids have come up as an attractive replacement of synthetic pigments, being found in multiple sources, like plants, algae, fungi, microorganisms and by-products. Moreover, carotenoids have been linked with diverse beneficial properties, such as antioxidant, prevention of degenerative diseases, cancer and stimulation of the immune system. For all these reasons, carotenoids have caught the attention of many industries, including food, nutraceutical and cosmetic industries.
In order to extract these pigments, novel technologies emerged to improve the extraction rates of traditional techniques, mostly based on maceration. Among these new strategies, SFE and PLE highlight. Equipment may result into an initial economic expense, but they offer satisfactory extraction rates while minimizing solvent usage and experimental times.
Regarding food industry, carotenoids have been widely used for their application into food matrices or as part of packaging materials. Their inclusion as food additives or feed supplements for animals is the most extended and explored application, improving the organoleptic properties and nutritional values, aiming for a higher commercial acceptance. Besides, carotenoids have also been used as ingredients for active packaging films to extend products’ shelf-life. Regardless the matrix of inclusion, natural carotenoids have been incorporated as free molecules or encapsulated. This last strategy prolongs the stability and bio accessibility of carotenoids, protecting core ingredients from chemical degradation.
Furthermore, due to their extensive bioactivities, carotenoids are very useful to formulate new cosmetic ingredients. Besides, its antioxidant properties that can benefit the skin and promote skin regeneration and healthy aging, carotenoids also mitigate the harmful effects of UV radiation, which makes them excellent candidates for their application in cosmetic formulations as preservatives with photoprotective, antioxidant and anti-aging properties.
The research leading to these results was funded by Xunta de Galicia supporting the Axudas Conecta Peme, the IN852A 2018/58 NeuroFood Project and the program EXCELENCIA-ED431F 2020/12; to Ibero-American Program on Science and Technology (CYTED—AQUA-CIBUS, P317RT0003) and to the Bio Based Industries Joint Undertaking (JU) under grant agreement No 888003 UP4HEALTH Project (H2020-BBI-JTI-2019). The JU receives support from the European Union’s Horizon 2020 research and innovation program and the Bio Based Industries Consortium. The project SYSTEMIC Knowledge hub on Nutrition and Food Security, has received funding from national research funding parties in Belgium (FWO), France (INRA), Germany (BLE), Italy (MIPAAF), Latvia (IZM), Norway (RCN), Portugal (FCT), and Spain (AEI) in a joint action of JPI HDHL, JPI-OCEANS and FACCE-JPI launched in 2019 under the ERA-NET ERA-HDHL (n° 696295).
The research leading to these results was supported by MICINN supporting the Ramón y Cajal grant for M.A. Prieto (RYC-2017-22891) and the FPU grant for Anxo Carreira Casais (FPU2016/06135); by Xunta de Galicia for supporting the post-doctoral grant of M. Fraga-Corral (ED481B-2019/096), the pre-doctoral grants of P. García-Oliveira (ED481A-2019/295), and by UP4HEALTH Project that supports the work of P. Otero and C. Lourenço-Lopes.
The authors declare no conflict of interest.
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He is also a faculty member in the Molecular Oncology Program. He obtained his MSc and Ph.D. at Oregon State University and Texas Tech University, respectively. He pursued his postdoctoral studies at Rutgers University Medical School and the National Institutes of Health (NIH/NIDDK), USA. His research focuses on biochemistry, biophysics, genetics, molecular biology, and molecular medicine with specialization in the fields of drug design, protein structure-function, protein folding, prions, microRNA, pseudogenes, molecular cancer, epigenetics, metabolites, proteomics, genomics, protein expression, and characterization by spectroscopic and calorimetric methods.",institutionString:"University of Health Sciences",institution:null},{id:"180528",title:"Dr.",name:"Hiroyuki",middleName:null,surname:"Kagechika",slug:"hiroyuki-kagechika",fullName:"Hiroyuki Kagechika",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/180528/images/system/180528.jpg",biography:"Hiroyuki Kagechika received his bachelor’s degree and Ph.D. in Pharmaceutical Sciences from the University of Tokyo, Japan, where he served as an associate professor until 2004. He is currently a professor at the Institute of Biomaterials and Bioengineering (IBB), Tokyo Medical and Dental University (TMDU). From 2010 to 2012, he was the dean of the Graduate School of Biomedical Science. Since 2012, he has served as the vice dean of the Graduate School of Medical and Dental Sciences. He has been the director of the IBB since 2020. Dr. Kagechika’s major research interests are the medicinal chemistry of retinoids, vitamins D/K, and nuclear receptors. He has developed various compounds including a drug for acute promyelocytic leukemia.",institutionString:"Tokyo Medical and Dental University",institution:{name:"Tokyo Medical and Dental University",country:{name:"Japan"}}},{id:"268659",title:"Ms.",name:"Xianquan",middleName:null,surname:"Zhan",slug:"xianquan-zhan",fullName:"Xianquan Zhan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/268659/images/8143_n.jpg",biography:"Dr. Zhan received his undergraduate and graduate training in the fields of preventive medicine and epidemiology and statistics at the West China University of Medical Sciences in China during 1989 to 1999. He received his post-doctoral training in oncology and cancer proteomics for two years at the Cancer Research Institute of Human Medical University in China. In 2001, he went to the University of Tennessee Health Science Center (UTHSC) in USA, where he was a post-doctoral researcher and focused on mass spectrometry and cancer proteomics. Then, he was appointed as an Assistant Professor of Neurology, UTHSC in 2005. He moved to the Cleveland Clinic in USA as a Project Scientist/Staff in 2006 where he focused on the studies of eye disease proteomics and biomarkers. He returned to UTHSC as an Assistant Professor of Neurology in the end of 2007, engaging in proteomics and biomarker studies of lung diseases and brain tumors, and initiating the studies of predictive, preventive, and personalized medicine (PPPM) in cancer. In 2010, he was promoted to Associate Professor of Neurology, UTHSC. Currently, he is a Professor at Xiangya Hospital of Central South University in China, Fellow of Royal Society of Medicine (FRSM), the European EPMA National Representative in China, Regular Member of American Association for the Advancement of Science (AAAS), European Cooperation of Science and Technology (e-COST) grant evaluator, Associate Editors of BMC Genomics, BMC Medical Genomics, EPMA Journal, and Frontiers in Endocrinology, Executive Editor-in-Chief of Med One. He has\npublished 116 peer-reviewed research articles, 16 book chapters, 2 books, and 2 US patents. His current main research interest focuses on the studies of cancer proteomics and biomarkers, and the use of modern omics techniques and systems biology for PPPM in cancer, and on the development and use of 2DE-LC/MS for the large-scale study of human proteoforms.",institutionString:null,institution:{name:"Xiangya Hospital Central South University",country:{name:"China"}}},{id:"40482",title:null,name:"Rizwan",middleName:null,surname:"Ahmad",slug:"rizwan-ahmad",fullName:"Rizwan Ahmad",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/40482/images/system/40482.jpeg",biography:"Dr. Rizwan Ahmad is a University Professor and Coordinator, Quality and Development, College of Medicine, Imam Abdulrahman bin Faisal University, Saudi Arabia. Previously, he was Associate Professor of Human Function, Oman Medical College, Oman, and SBS University, Dehradun. Dr. Ahmad completed his education at Aligarh Muslim University, Aligarh. He has published several articles in peer-reviewed journals, chapters, and edited books. His area of specialization is free radical biochemistry and autoimmune diseases.",institutionString:"Imam Abdulrahman Bin Faisal University",institution:{name:"Imam Abdulrahman Bin Faisal University",country:{name:"Saudi Arabia"}}},{id:"41865",title:"Prof.",name:"Farid A.",middleName:null,surname:"Badria",slug:"farid-a.-badria",fullName:"Farid A. Badria",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/41865/images/system/41865.jpg",biography:"Farid A. Badria, Ph.D., is the recipient of several awards, including The World Academy of Sciences (TWAS) Prize for Public Understanding of Science; the World Intellectual Property Organization (WIPO) Gold Medal for best invention; Outstanding Arab Scholar, Kuwait; and the Khwarizmi International Award, Iran. He has 250 publications, 12 books, 20 patents, and several marketed pharmaceutical products to his credit. He continues to lead research projects on developing new therapies for liver, skin disorders, and cancer. Dr. Badria was listed among the world’s top 2% of scientists in medicinal and biomolecular chemistry in 2019 and 2020. He is a member of the Arab Development Fund, Kuwait; International Cell Research Organization–United Nations Educational, Scientific and Cultural Organization (ICRO–UNESCO), Chile; and UNESCO Biotechnology France",institutionString:"Mansoura University",institution:{name:"Mansoura University",country:{name:"Egypt"}}},{id:"329385",title:"Dr.",name:"Rajesh K.",middleName:"Kumar",surname:"Singh",slug:"rajesh-k.-singh",fullName:"Rajesh K. Singh",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/329385/images/system/329385.png",biography:"Dr. Singh received a BPharm (2003) and MPharm (2005) from Panjab University, Chandigarh, India, and a Ph.D. (2013) from Punjab Technical University (PTU), Jalandhar, India. He has more than sixteen years of teaching experience and has supervised numerous postgraduate and Ph.D. students. He has to his credit more than seventy papers in SCI- and SCOPUS-indexed journals, fifty-five conference proceedings, four books, six Best Paper Awards, and five projects from different government agencies. He is currently an editorial board member of eight international journals and a reviewer for more than fifty scientific journals. He received Top Reviewer and Excellent Peer Reviewer Awards from Publons in 2016 and 2017, respectively. He is also on the panel of The International Reviewer for reviewing research proposals for grants from the Royal Society. He also serves as a Publons Academy mentor and Bentham brand ambassador.",institutionString:"Punjab Technical University",institution:{name:"Punjab Technical University",country:{name:"India"}}},{id:"142388",title:"Dr.",name:"Thiago",middleName:"Gomes",surname:"Gomes Heck",slug:"thiago-gomes-heck",fullName:"Thiago Gomes Heck",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/142388/images/7259_n.jpg",biography:null,institutionString:null,institution:{name:"Universidade Regional do Noroeste do Estado do Rio Grande do Sul",country:{name:"Brazil"}}},{id:"336273",title:"Assistant Prof.",name:"Janja",middleName:null,surname:"Zupan",slug:"janja-zupan",fullName:"Janja Zupan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/336273/images/14853_n.jpeg",biography:"Janja Zupan graduated in 2005 at the Department of Clinical Biochemistry (superviser prof. dr. Janja Marc) in the field of genetics of osteoporosis. Since November 2009 she is working as a Teaching Assistant at the Faculty of Pharmacy, Department of Clinical Biochemistry. In 2011 she completed part of her research and PhD work at Institute of Genetics and Molecular Medicine, University of Edinburgh. She finished her PhD entitled The influence of the proinflammatory cytokines on the RANK/RANKL/OPG in bone tissue of osteoporotic and osteoarthritic patients in 2012. From 2014-2016 she worked at the Institute of Biomedical Sciences, University of Aberdeen as a postdoctoral research fellow on UK Arthritis research project where she gained knowledge in mesenchymal stem cells and regenerative medicine. She returned back to University of Ljubljana, Faculty of Pharmacy in 2016. She is currently leading project entitled Mesenchymal stem cells-the keepers of tissue endogenous regenerative capacity facing up to aging of the musculoskeletal system funded by Slovenian Research Agency.",institutionString:null,institution:{name:"University of Ljubljana",country:{name:"Slovenia"}}},{id:"357453",title:"Dr.",name:"Radheshyam",middleName:null,surname:"Maurya",slug:"radheshyam-maurya",fullName:"Radheshyam Maurya",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/357453/images/16535_n.jpg",biography:null,institutionString:null,institution:{name:"University of Hyderabad",country:{name:"India"}}},{id:"418340",title:"Dr.",name:"Jyotirmoi",middleName:null,surname:"Aich",slug:"jyotirmoi-aich",fullName:"Jyotirmoi Aich",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000038Ugi5QAC/Profile_Picture_2022-04-15T07:48:28.png",biography:"Biotechnologist with 15 years of research including 6 years of teaching experience. Demonstrated record of scientific achievements through consistent publication record (H index = 13, with 874 citations) in high impact journals such as Nature Communications, Oncotarget, Annals of Oncology, PNAS, and AJRCCM, etc. Strong research professional with a post-doctorate from ACTREC where I gained experimental oncology experience in clinical settings and a doctorate from IGIB where I gained expertise in asthma pathophysiology. A well-trained biotechnologist with diverse experience on the bench across different research themes ranging from asthma to cancer and other infectious diseases. An individual with a strong commitment and innovative mindset. Have the ability to work on diverse projects such as regenerative and molecular medicine with an overall mindset of improving healthcare.",institutionString:"DY Patil Deemed to Be University",institution:null},{id:"349288",title:"Prof.",name:"Soumya",middleName:null,surname:"Basu",slug:"soumya-basu",fullName:"Soumya Basu",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000035QxIDQA0/Profile_Picture_2022-04-15T07:47:01.jpg",biography:"Soumya Basu, Ph.D., is currently working as an Associate Professor at Dr. D. Y. Patil Biotechnology and Bioinformatics Institute, Dr. D. Y. Patil Vidyapeeth, Pune, Maharashtra, India. With 16+ years of trans-disciplinary research experience in Drug Design, development, and pre-clinical validation; 20+ research article publications in journals of repute, 9+ years of teaching experience, trained with cross-disciplinary education, Dr. Basu is a life-long learner and always thrives for new challenges.\r\nHer research area is the design and synthesis of small molecule partial agonists of PPAR-γ in lung cancer. She is also using artificial intelligence and deep learning methods to understand the exosomal miRNA’s role in cancer metastasis. Dr. Basu is the recipient of many awards including the Early Career Research Award from the Department of Science and Technology, Govt. of India. She is a reviewer of many journals like Molecular Biology Reports, Frontiers in Oncology, RSC Advances, PLOS ONE, Journal of Biomolecular Structure & Dynamics, Journal of Molecular Graphics and Modelling, etc. She has edited and authored/co-authored 21 journal papers, 3 book chapters, and 15 abstracts. She is a Board of Studies member at her university. She is a life member of 'The Cytometry Society”-in India and 'All India Cell Biology Society”- in India.",institutionString:"Dr. D.Y. Patil Vidyapeeth, Pune",institution:{name:"Dr. D.Y. Patil Vidyapeeth, Pune",country:{name:"India"}}},{id:"354817",title:"Dr.",name:"Anubhab",middleName:null,surname:"Mukherjee",slug:"anubhab-mukherjee",fullName:"Anubhab Mukherjee",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0033Y0000365PbRQAU/ProfilePicture%202022-04-15%2005%3A11%3A18.480",biography:"A former member of Laboratory of Nanomedicine, Brigham and Women’s Hospital, Harvard University, Boston, USA, Dr. Anubhab Mukherjee is an ardent votary of science who strives to make an impact in the lives of those afflicted with cancer and other chronic/acute ailments. He completed his Ph.D. from CSIR-Indian Institute of Chemical Technology, Hyderabad, India, having been skilled with RNAi, liposomal drug delivery, preclinical cell and animal studies. He pursued post-doctoral research at College of Pharmacy, Health Science Center, Texas A & M University and was involved in another postdoctoral research at Department of Translational Neurosciences and Neurotherapeutics, John Wayne Cancer Institute, Santa Monica, California. In 2015, he worked in Harvard-MIT Health Sciences & Technology as a visiting scientist. He has substantial experience in nanotechnology-based formulation development and successfully served various Indian organizations to develop pharmaceuticals and nutraceutical products. He is an inventor in many US patents and an author in many peer-reviewed articles, book chapters and books published in various media of international repute. Dr. Mukherjee is currently serving as Principal Scientist, R&D at Esperer Onco Nutrition (EON) Pvt. Ltd. and heads the Hyderabad R&D center of the organization.",institutionString:"Esperer Onco Nutrition Pvt Ltd.",institution:null},{id:"319365",title:"Assistant Prof.",name:"Manash K.",middleName:null,surname:"Paul",slug:"manash-k.-paul",fullName:"Manash K. Paul",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/319365/images/system/319365.png",biography:"Manash K. Paul is a Principal Investigator and Scientist at the University of California Los Angeles. He has contributed significantly to the fields of stem cell biology, regenerative medicine, and lung cancer. His research focuses on various signaling processes involved in maintaining stem cell homeostasis during the injury-repair process, deciphering lung stem cell niche, pulmonary disease modeling, immuno-oncology, and drug discovery. He is currently investigating the role of extracellular vesicles in premalignant lung cell migration and detecting the metastatic phenotype of lung cancer via machine-learning-based analyses of exosomal signatures. Dr. Paul has published in more than fifty peer-reviewed international journals and is highly cited. He is the recipient of many awards, including the UCLA Vice Chancellor’s award, a senior member of the Institute of Electrical and Electronics Engineers (IEEE), and an editorial board member for several international journals.",institutionString:"University of California Los Angeles",institution:{name:"University of California Los Angeles",country:{name:"United States of America"}}},{id:"311457",title:"Dr.",name:"Júlia",middleName:null,surname:"Scherer Santos",slug:"julia-scherer-santos",fullName:"Júlia Scherer Santos",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/311457/images/system/311457.jpg",biography:"Dr. Júlia Scherer Santos works in the areas of cosmetology, nanotechnology, pharmaceutical technology, beauty, and aesthetics. Dr. Santos also has experience as a professor of graduate courses. Graduated in Pharmacy, specialization in Cosmetology and Cosmeceuticals applied to aesthetics, specialization in Aesthetic and Cosmetic Health, and a doctorate in Pharmaceutical Nanotechnology. Teaching experience in Pharmacy and Aesthetics and Cosmetics courses. She works mainly on the following subjects: nanotechnology, cosmetology, pharmaceutical technology, aesthetics.",institutionString:"Universidade Federal de Juiz de Fora",institution:{name:"Universidade Federal de Juiz de Fora",country:{name:"Brazil"}}},{id:"219081",title:"Dr.",name:"Abdulsamed",middleName:null,surname:"Kükürt",slug:"abdulsamed-kukurt",fullName:"Abdulsamed Kükürt",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/219081/images/system/219081.png",biography:"Dr. Kükürt graduated from Uludağ University in Turkey. He started his academic career as a Research Assistant in the Department of Biochemistry at Kafkas University. In 2019, he completed his Ph.D. program in the Department of Biochemistry at the Institute of Health Sciences. He is currently working at the Department of Biochemistry, Kafkas University. He has 27 published research articles in academic journals, 11 book chapters, and 37 papers. He took part in 10 academic projects. He served as a reviewer for many articles. He still serves as a member of the review board in many academic journals.",institutionString:"Kafkas University",institution:{name:"Kafkas University",country:{name:"Turkey"}}},{id:"178366",title:"Associate Prof.",name:"Volkan",middleName:null,surname:"Gelen",slug:"volkan-gelen",fullName:"Volkan Gelen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/178366/images/system/178366.jpg",biography:"Volkan Gelen is a Physiology specialist who received his veterinary degree from Kafkas University in 2011. Between 2011-2015, he worked as an assistant at Atatürk University, Faculty of Veterinary Medicine, Department of Physiology. In 2016, he joined Kafkas University, Faculty of Veterinary Medicine, Department of Physiology as an assistant professor. Dr. Gelen has been engaged in various academic activities at Kafkas University since 2016. There he completed 5 projects and has 3 ongoing projects. He has 60 articles published in scientific journals and 20 poster presentations in scientific congresses. His research interests include physiology, endocrine system, cancer, diabetes, cardiovascular system diseases, and isolated organ bath system studies.",institutionString:"Kafkas University",institution:{name:"Kafkas University",country:{name:"Turkey"}}},{id:"418963",title:"Dr.",name:"Augustine Ododo",middleName:"Augustine",surname:"Osagie",slug:"augustine-ododo-osagie",fullName:"Augustine Ododo Osagie",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/418963/images/16900_n.jpg",biography:"Born into the family of Osagie, a prince of the Benin Kingdom. I am currently an academic in the Department of Medical Biochemistry, University of Benin. Part of the duties are to teach undergraduate students and conduct academic research.",institutionString:null,institution:{name:"University of Benin",country:{name:"Nigeria"}}},{id:"192992",title:"Prof.",name:"Shagufta",middleName:null,surname:"Perveen",slug:"shagufta-perveen",fullName:"Shagufta Perveen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/192992/images/system/192992.png",biography:"Prof. Shagufta Perveen is a Distinguish Professor in the Department of Pharmacognosy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia. Dr. Perveen has acted as the principal investigator of major research projects funded by the research unit of King Saud University. She has more than ninety original research papers in peer-reviewed journals of international repute to her credit. She is a fellow member of the Royal Society of Chemistry UK and the American Chemical Society of the United States.",institutionString:"King Saud University",institution:{name:"King Saud University",country:{name:"Saudi Arabia"}}},{id:"49848",title:"Dr.",name:"Wen-Long",middleName:null,surname:"Hu",slug:"wen-long-hu",fullName:"Wen-Long Hu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49848/images/system/49848.jpg",biography:"Wen-Long Hu is Chief of the Division of Acupuncture, Department of Chinese Medicine at Kaohsiung Chang Gung Memorial Hospital, as well as an adjunct associate professor at Fooyin University and Kaohsiung Medical University. Wen-Long is President of Taiwan Traditional Chinese Medicine Medical Association. He has 28 years of experience in clinical practice in laser acupuncture therapy and 34 years in acupuncture. He is an invited speaker for lectures and workshops in laser acupuncture at many symposiums held by medical associations. He owns the patent for herbal preparation and producing, and for the supercritical fluid-treated needle. Dr. Hu has published three books, 12 book chapters, and more than 30 papers in reputed journals, besides serving as an editorial board member of repute.",institutionString:"Kaohsiung Chang Gung Memorial Hospital",institution:{name:"Kaohsiung Chang Gung Memorial Hospital",country:{name:"Taiwan"}}},{id:"298472",title:"Prof.",name:"Andrey V.",middleName:null,surname:"Grechko",slug:"andrey-v.-grechko",fullName:"Andrey V. Grechko",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/298472/images/system/298472.png",biography:"Andrey Vyacheslavovich Grechko, Ph.D., Professor, is a Corresponding Member of the Russian Academy of Sciences. He graduated from the Semashko Moscow Medical Institute (Semashko National Research Institute of Public Health) with a degree in Medicine (1998), the Clinical Department of Dermatovenerology (2000), and received a second higher education in Psychology (2009). Professor A.V. Grechko held the position of Сhief Physician of the Central Clinical Hospital in Moscow. He worked as a professor at the faculty and was engaged in scientific research at the Medical University. Starting in 2013, he has been the initiator of the creation of the Federal Scientific and Clinical Center for Intensive Care and Rehabilitology, Moscow, Russian Federation, where he also serves as Director since 2015. He has many years of experience in research and teaching in various fields of medicine, is an author/co-author of more than 200 scientific publications, 13 patents, 15 medical books/chapters, including Chapter in Book «Metabolomics», IntechOpen, 2020 «Metabolomic Discovery of Microbiota Dysfunction as the Cause of Pathology».",institutionString:"Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology",institution:null},{id:"199461",title:"Prof.",name:"Natalia V.",middleName:null,surname:"Beloborodova",slug:"natalia-v.-beloborodova",fullName:"Natalia V. Beloborodova",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/199461/images/system/199461.jpg",biography:'Natalia Vladimirovna Beloborodova was educated at the Pirogov Russian National Research Medical University, with a degree in pediatrics in 1980, a Ph.D. in 1987, and a specialization in Clinical Microbiology from First Moscow State Medical University in 2004. She has been a Professor since 1996. Currently, she is the Head of the Laboratory of Metabolism, a division of the Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow, Russian Federation. N.V. Beloborodova has many years of clinical experience in the field of intensive care and surgery. She studies infectious complications and sepsis. She initiated a series of interdisciplinary clinical and experimental studies based on the concept of integrating human metabolism and its microbiota. Her scientific achievements are widely known: she is the recipient of the Marie E. Coates Award \\"Best lecturer-scientist\\" Gustafsson Fund, Karolinska Institutes, Stockholm, Sweden, and the International Sepsis Forum Award, Pasteur Institute, Paris, France (2014), etc. Professor N.V. Beloborodova wrote 210 papers, five books, 10 chapters and has edited four books.',institutionString:"Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology",institution:null},{id:"354260",title:"Ph.D.",name:"Tércio Elyan",middleName:"Azevedo",surname:"Azevedo Martins",slug:"tercio-elyan-azevedo-martins",fullName:"Tércio Elyan Azevedo Martins",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/354260/images/16241_n.jpg",biography:"Graduated in Pharmacy from the Federal University of Ceará with the modality in Industrial Pharmacy, Specialist in Production and Control of Medicines from the University of São Paulo (USP), Master in Pharmaceuticals and Medicines from the University of São Paulo (USP) and Doctor of Science in the program of Pharmaceuticals and Medicines by the University of São Paulo. Professor at Universidade Paulista (UNIP) in the areas of chemistry, cosmetology and trichology. Assistant Coordinator of the Higher Course in Aesthetic and Cosmetic Technology at Universidade Paulista Campus Chácara Santo Antônio. Experience in the Pharmacy area, with emphasis on Pharmacotechnics, Pharmaceutical Technology, Research and Development of Cosmetics, acting mainly on topics such as cosmetology, antioxidant activity, aesthetics, photoprotection, cyclodextrin and thermal analysis.",institutionString:null,institution:{name:"University of Sao Paulo",country:{name:"Brazil"}}},{id:"334285",title:"Ph.D. Student",name:"Sameer",middleName:"Kumar",surname:"Jagirdar",slug:"sameer-jagirdar",fullName:"Sameer Jagirdar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/334285/images/14691_n.jpg",biography:"I\\'m a graduate student at the center for biosystems science and engineering at the Indian Institute of Science, Bangalore, India. I am interested in studying host-pathogen interactions at the biomaterial interface.",institutionString:null,institution:{name:"Indian Institute of Science Bangalore",country:{name:"India"}}},{id:"329248",title:"Dr.",name:"Md. Faheem",middleName:null,surname:"Haider",slug:"md.-faheem-haider",fullName:"Md. Faheem Haider",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/329248/images/system/329248.jpg",biography:"Dr. Md. Faheem Haider completed his BPharm in 2012 at Integral University, Lucknow, India. In 2014, he completed his MPharm with specialization in Pharmaceutics at Babasaheb Bhimrao Ambedkar University, Lucknow, India. He received his Ph.D. degree from Jamia Hamdard University, New Delhi, India, in 2018. He was selected for the GPAT six times and his best All India Rank was 34. Currently, he is an assistant professor at Integral University. Previously he was an assistant professor at IIMT University, Meerut, India. He has experience teaching DPharm, Pharm.D, BPharm, and MPharm students. He has more than five publications in reputed journals to his credit. Dr. Faheem’s research area is the development and characterization of nanoformulation for the delivery of drugs to various organs.",institutionString:"Integral University",institution:{name:"Integral University",country:{name:"India"}}},{id:"329795",title:"Dr.",name:"Mohd Aftab",middleName:"Aftab",surname:"Siddiqui",slug:"mohd-aftab-siddiqui",fullName:"Mohd Aftab Siddiqui",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/329795/images/15648_n.jpg",biography:"Dr. Mohd Aftab Siddiqui is currently working as Assistant Professor in the Faculty of Pharmacy, Integral University, Lucknow for the last 6 years. He has completed his Doctor in Philosophy (Pharmacology) in 2020 from Integral University, Lucknow. He completed his Bachelor in Pharmacy in 2013 and Master in Pharmacy (Pharmacology) in 2015 from Integral University, Lucknow. He is the gold medalist in Bachelor and Master degree. He qualified GPAT -2013, GPAT -2014, and GPAT 2015. His area of research is Pharmacological screening of herbal drugs/ natural products in liver and cardiac diseases. He has guided many M. Pharm. research projects. He has many national and international publications.",institutionString:"Integral University",institution:null},{id:"333824",title:"Dr.",name:"Ahmad Farouk",middleName:null,surname:"Musa",slug:"ahmad-farouk-musa",fullName:"Ahmad Farouk Musa",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/333824/images/22684_n.jpg",biography:"Dato’ Dr Ahmad Farouk Musa\nMD, MMED (Surgery) (Mal), Fellowship in Cardiothoracic Surgery (Monash Health, Aust), Graduate Certificate in Higher Education (Aust), Academy of Medicine (Mal)\n\n\n\nDato’ Dr Ahmad Farouk Musa obtained his Doctor of Medicine from USM in 1992. He then obtained his Master of Medicine in Surgery from the same university in the year 2000 before subspecialising in Cardiothoracic Surgery at Institut Jantung Negara (IJN), Kuala Lumpur from 2002 until 2005. He then completed his Fellowship in Cardiothoracic Surgery at Monash Health, Melbourne, Australia in 2008. He has served in the Malaysian army as a Medical Officer with the rank of Captain upon completing his Internship before joining USM as a trainee lecturer. He is now serving as an academic and researcher at Monash University Malaysia. He is a life-member of the Malaysian Association of Thoracic & Cardiovascular Surgery (MATCVS) and a committee member of the MATCVS Database. He is also a life-member of the College of Surgeons, Academy of Medicine of Malaysia; a life-member of Malaysian Medical Association (MMA), and a life-member of Islamic Medical Association of Malaysia (IMAM). Recently he was appointed as an Interim Chairperson of Examination & Assessment Subcommittee of the UiTM-IJN Cardiothoracic Surgery Postgraduate Program. As an academic, he has published numerous research papers and book chapters. He has also been appointed to review many scientific manuscripts by established journals such as the British Medical Journal (BMJ). He has presented his research works at numerous local and international conferences such as the European Association for Cardiothoracic Surgery (EACTS) and the European Society of Cardiovascular Surgery (ESCVS), to name a few. He has also won many awards for his research presentations at meetings and conferences like the prestigious International Invention, Innovation & Technology Exhibition (ITEX); Design, Research and Innovation Exhibition, the National Conference on Medical Sciences and the Annual Scientific Meetings of the Malaysian Association for Thoracic and Cardiovascular Surgery. He was awarded the Darjah Setia Pangkuan Negeri (DSPN) by the Governor of Penang in July, 2015.",institutionString:null,institution:{name:"Monash University Malaysia",country:{name:"Malaysia"}}},{id:"30568",title:"Prof.",name:"Madhu",middleName:null,surname:"Khullar",slug:"madhu-khullar",fullName:"Madhu Khullar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/30568/images/system/30568.jpg",biography:"Dr. Madhu Khullar is a Professor of Experimental Medicine and Biotechnology at the Post Graduate Institute of Medical Education and Research, Chandigarh, India. She completed her Post Doctorate in hypertension research at the Henry Ford Hospital, Detroit, USA in 1985. She is an editor and reviewer of several international journals, and a fellow and member of several cardiovascular research societies. Dr. Khullar has a keen research interest in genetics of hypertension, and is currently studying pharmacogenetics of hypertension.",institutionString:"Post Graduate Institute of Medical Education and Research",institution:{name:"Post Graduate Institute of Medical Education and Research",country:{name:"India"}}},{id:"223233",title:"Prof.",name:"Xianquan",middleName:null,surname:"Zhan",slug:"xianquan-zhan",fullName:"Xianquan Zhan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/223233/images/system/223233.png",biography:"Xianquan Zhan received his MD and Ph.D. in Preventive Medicine at West China University of Medical Sciences. He received his post-doctoral training in oncology and cancer proteomics at the Central South University, China, and the University of Tennessee Health Science Center (UTHSC), USA. He worked at UTHSC and the Cleveland Clinic in 2001–2012 and achieved the rank of associate professor at UTHSC. Currently, he is a full professor at Central South University and Shandong First Medical University, and an advisor to MS/PhD students and postdoctoral fellows. He is also a fellow of the Royal Society of Medicine and European Association for Predictive Preventive Personalized Medicine (EPMA), a national representative of EPMA, and a member of the American Society of Clinical Oncology (ASCO) and the American Association for the Advancement of Sciences (AAAS). He is also the editor in chief of International Journal of Chronic Diseases & Therapy, an associate editor of EPMA Journal, Frontiers in Endocrinology, and BMC Medical Genomics, and a guest editor of Mass Spectrometry Reviews, Frontiers in Endocrinology, EPMA Journal, and Oxidative Medicine and Cellular Longevity. He has published more than 148 articles, 28 book chapters, 6 books, and 2 US patents in the field of clinical proteomics and biomarkers.",institutionString:"Shandong First Medical University",institution:{name:"Affiliated Hospital of Shandong Academy of Medical Sciences",country:{name:"China"}}},{id:"297507",title:"Dr.",name:"Charles",middleName:"Elias",surname:"Assmann",slug:"charles-assmann",fullName:"Charles Assmann",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/297507/images/system/297507.jpg",biography:"Charles Elias Assmann is a biologist from Federal University of Santa Maria (UFSM, Brazil), who spent some time abroad at the Ludwig-Maximilians-Universität München (LMU, Germany). He has Masters Degree in Biochemistry (UFSM), and is currently a PhD student at Biochemistry at the Department of Biochemistry and Molecular Biology of the UFSM. His areas of expertise include: Biochemistry, Molecular Biology, Enzymology, Genetics and Toxicology. He is currently working on the following subjects: Aluminium toxicity, Neuroinflammation, Oxidative stress and Purinergic system. Since 2011 he has presented more than 80 abstracts in scientific proceedings of national and international meetings. Since 2014, he has published more than 20 peer reviewed papers (including 4 reviews, 3 in Portuguese) and 2 book chapters. He has also been a reviewer of international journals and ad hoc reviewer of scientific committees from Brazilian Universities.",institutionString:"Universidade Federal de Santa Maria",institution:{name:"Universidade Federal de Santa Maria",country:{name:"Brazil"}}},{id:"217850",title:"Dr.",name:"Margarete Dulce",middleName:null,surname:"Bagatini",slug:"margarete-dulce-bagatini",fullName:"Margarete Dulce Bagatini",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/217850/images/system/217850.jpeg",biography:"Dr. Margarete Dulce Bagatini is an associate professor at the Federal University of Fronteira Sul/Brazil. She has a degree in Pharmacy and a PhD in Biological Sciences: Toxicological Biochemistry. She is a member of the UFFS Research Advisory Committee\nand a member of the Biovitta Research Institute. She is currently:\nthe leader of the research group: Biological and Clinical Studies\nin Human Pathologies, professor of postgraduate program in\nBiochemistry at UFSC and postgraduate program in Science and Food Technology at\nUFFS. She has experience in the area of pharmacy and clinical analysis, acting mainly\non the following topics: oxidative stress, the purinergic system and human pathologies, being a reviewer of several international journals and books.",institutionString:"Universidade Federal da Fronteira Sul",institution:{name:"Universidade Federal da Fronteira Sul",country:{name:"Brazil"}}}]}},subseries:{item:{id:"27",type:"subseries",title:"Multi-Agent Systems",keywords:"Collaborative Intelligence, Learning, Distributed Control System, Swarm Robotics, Decision Science, Software Engineering",scope:"Multi-agent systems are recognised as a state of the art field in Artificial Intelligence studies, which is popular due to the usefulness in facilitation capabilities to handle real-world problem-solving in a distributed fashion. The area covers many techniques that offer solutions to emerging problems in robotics and enterprise-level software systems. Collaborative intelligence is highly and effectively achieved with multi-agent systems. Areas of application include swarms of robots, flocks of UAVs, collaborative software management. Given the level of technological enhancements, the popularity of machine learning in use has opened a new chapter in multi-agent studies alongside the practical challenges and long-lasting collaboration issues in the field. It has increased the urgency and the need for further studies in this field. We welcome chapters presenting research on the many applications of multi-agent studies including, but not limited to, the following key areas: machine learning for multi-agent systems; modeling swarms robots and flocks of UAVs with multi-agent systems; decision science and multi-agent systems; software engineering for and with multi-agent systems; tools and technologies of multi-agent systems.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/27.jpg",hasOnlineFirst:!1,hasPublishedBooks:!1,annualVolume:11423,editor:{id:"148497",title:"Dr.",name:"Mehmet",middleName:"Emin",surname:"Aydin",slug:"mehmet-aydin",fullName:"Mehmet Aydin",profilePictureURL:"https://mts.intechopen.com/storage/users/148497/images/system/148497.jpg",biography:"Dr. Mehmet Emin Aydin is a Senior Lecturer with the Department of Computer Science and Creative Technology, the University of the West of England, Bristol, UK. His research interests include swarm intelligence, parallel and distributed metaheuristics, machine learning, intelligent agents and multi-agent systems, resource planning, scheduling and optimization, combinatorial optimization. Dr. Aydin is currently a Fellow of Higher Education Academy, UK, a member of EPSRC College, a senior member of IEEE and a senior member of ACM. In addition to being a member of advisory committees of many international conferences, he is an Editorial Board Member of various peer-reviewed international journals. He has served as guest editor for a number of special issues of peer-reviewed international journals.",institutionString:null,institution:{name:"University of the West of England",institutionURL:null,country:{name:"United Kingdom"}}},editorTwo:null,editorThree:null,series:{id:"14",title:"Artificial Intelligence",doi:"10.5772/intechopen.79920",issn:"2633-1403"},editorialBoard:[{id:"275140",title:"Dr.",name:"Dinh Hoa",middleName:null,surname:"Nguyen",slug:"dinh-hoa-nguyen",fullName:"Dinh Hoa Nguyen",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRbnKQAS/Profile_Picture_1622204093453",institutionString:null,institution:{name:"Kyushu University",institutionURL:null,country:{name:"Japan"}}},{id:"20259",title:"Dr.",name:"Hongbin",middleName:null,surname:"Ma",slug:"hongbin-ma",fullName:"Hongbin Ma",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRhDJQA0/Profile_Picture_2022-05-02T08:25:21.jpg",institutionString:null,institution:{name:"Beijing Institute of Technology",institutionURL:null,country:{name:"China"}}},{id:"28640",title:"Prof.",name:"Yasushi",middleName:null,surname:"Kambayashi",slug:"yasushi-kambayashi",fullName:"Yasushi Kambayashi",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYOQxQAO/Profile_Picture_1625660525470",institutionString:null,institution:{name:"Nippon Institute of Technology",institutionURL:null,country:{name:"Japan"}}}]},onlineFirstChapters:{paginationCount:1,paginationItems:[{id:"82124",title:"Assessment of Diversity, Growth Characteristics and Aboveground Biomass of Tree Species in Selected Urban Green Areas of Osogbo, Osun State",doi:"10.5772/intechopen.104982",signatures:"Omolara Aremu, Olusola O. Adetoro and Olusegun Awotoye",slug:"assessment-of-diversity-growth-characteristics-and-aboveground-biomass-of-tree-species-in-selected-u",totalDownloads:4,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Forest Degradation Under Global Change",coverURL:"https://cdn.intechopen.com/books/images_new/11457.jpg",subseries:{id:"94",title:"Climate Change and Environmental Sustainability"}}}]},publishedBooks:{paginationCount:1,paginationItems:[{type:"book",id:"7726",title:"Swarm Intelligence",subtitle:"Recent Advances, New Perspectives and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/7726.jpg",slug:"swarm-intelligence-recent-advances-new-perspectives-and-applications",publishedDate:"December 4th 2019",editedByType:"Edited by",bookSignature:"Javier Del Ser, Esther Villar and Eneko Osaba",hash:"e7ea7e74ce7a7a8e5359629e07c68d31",volumeInSeries:2,fullTitle:"Swarm Intelligence - Recent Advances, New Perspectives and 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possibility to collaborate with more research groups interested in animal nutrition, leading to the development of new feeding strategies and food valuation while being more sustainable with the environment, allowing more readers to learn about the subject.",author:{id:"175967",name:"Manuel",surname:"Gonzalez Ronquillo",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/175967/images/system/175967.png",slug:"manuel-gonzalez-ronquillo",institution:{id:"6221",name:"Universidad Autónoma del Estado de México",country:{id:null,name:"Mexico"}}}},{id:"18",text:"It was great publishing with IntechOpen, the process was straightforward and I had support all along.",author:{id:"71579",name:"Berend",surname:"Olivier",institutionString:"Utrecht University",profilePictureURL:"https://mts.intechopen.com/storage/users/71579/images/system/71579.png",slug:"berend-olivier",institution:{id:"253",name:"Utrecht 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living organisms through the construction and use of quantitative tools. The applications of this research cover many related fields, such as biotechnology and medicine, where, for example, Bioinformatics contributes to faster drug design, DNA analysis in forensics, and DNA sequence analysis in the field of personalized medicine. Personalized medicine is a type of medical care in which treatment is customized individually for each patient. Personalized medicine enables more effective therapy, reduces the costs of therapy and clinical trials, and also minimizes the risk of side effects. Nevertheless, advances in personalized medicine would not have been possible without bioinformatics, which can analyze the human genome and other vast amounts of biomedical data, especially in genetics. The rapid growth of information technology enabled the development of new tools to decode human genomes, large-scale studies of genetic variations and medical informatics. The considerable development of technology, including the computing power of computers, is also conducive to the development of bioinformatics, including personalized medicine. In an era of rapidly growing data volumes and ever lower costs of generating, storing and computing data, personalized medicine holds great promises. Modern computational methods used as bioinformatics tools can integrate multi-scale, multi-modal and longitudinal patient data to create even more effective and safer therapy and disease prevention methods. Main aspects of the topic are: Applying bioinformatics in drug discovery and development; Bioinformatics in clinical diagnostics (genetic variants that act as markers for a condition or a disease); Blockchain and Artificial Intelligence/Machine Learning in personalized medicine; Customize disease-prevention strategies in personalized medicine; Big data analysis in personalized medicine; Translating stratification algorithms into clinical practice of personalized medicine.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/7.jpg",keywords:"Biomedical Data, Drug Discovery, Clinical Diagnostics, Decoding Human Genome, AI in Personalized Medicine, Disease-prevention Strategies, Big Data Analysis in Medicine"},{id:"8",title:"Bioinspired Technology and Biomechanics",scope:'Bioinspired technologies take advantage of understanding the actual biological system to provide solutions to problems in several areas. Recently, bioinspired systems have been successfully employing biomechanics to develop and improve assistive technology and rehabilitation devices. The research topic "Bioinspired Technology and Biomechanics" welcomes studies reporting recent advances in bioinspired technologies that contribute to individuals\' health, inclusion, and rehabilitation. Possible contributions can address (but are not limited to) the following research topics: Bioinspired design and control of exoskeletons, orthoses, and prostheses; Experimental evaluation of the effect of assistive devices (e.g., influence on gait, balance, and neuromuscular system); Bioinspired technologies for rehabilitation, including clinical studies reporting evaluations; Application of neuromuscular and biomechanical models to the development of bioinspired technology.',coverUrl:"https://cdn.intechopen.com/series_topics/covers/8.jpg",keywords:"Bioinspired Systems, Biomechanics, Assistive Technology, Rehabilitation"},{id:"9",title:"Biotechnology - Biosensors, Biomaterials and Tissue Engineering",scope:"The Biotechnology - Biosensors, Biomaterials and Tissue Engineering topic within the Biomedical Engineering Series aims to rapidly publish contributions on all aspects of biotechnology, biosensors, biomaterial and tissue engineering. We encourage the submission of manuscripts that provide novel and mechanistic insights that report significant advances in the fields. Topics can include but are not limited to: Biotechnology such as biotechnological products and process engineering; Biotechnologically relevant enzymes and proteins; Bioenergy and biofuels; Applied genetics and molecular biotechnology; Genomics, transcriptomics, proteomics; Applied microbial and cell physiology; Environmental biotechnology; Methods and protocols. Moreover, topics in biosensor technology, like sensors that incorporate enzymes, antibodies, nucleic acids, whole cells, tissues and organelles, and other biological or biologically inspired components will be considered, and topics exploring transducers, including those based on electrochemical and optical piezoelectric, thermal, magnetic, and micromechanical elements. Chapters exploring biomaterial approaches such as polymer synthesis and characterization, drug and gene vector design, biocompatibility, immunology and toxicology, and self-assembly at the nanoscale, are welcome. Finally, the tissue engineering subcategory will support topics such as the fundamentals of stem cells and progenitor cells and their proliferation, differentiation, bioreactors for three-dimensional culture and studies of phenotypic changes, stem and progenitor cells, both short and long term, ex vivo and in vivo implantation both in preclinical models and also in clinical trials.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/9.jpg",keywords:"Biotechnology, Biosensors, Biomaterials, Tissue Engineering"}],annualVolumeBook:{},thematicCollection:[],selectedSeries:{title:"Biomedical Engineering",id:"7"},selectedSubseries:null},seriesLanding:{item:{id:"11",title:"Biochemistry",doi:"10.5772/intechopen.72877",issn:"2632-0983",scope:"Biochemistry, the study of chemical transformations occurring within living organisms, impacts all areas of life sciences, from molecular crystallography and genetics to ecology, medicine, and population biology. Biochemistry examines macromolecules - proteins, nucleic acids, carbohydrates, and lipids – and their building blocks, structures, functions, and interactions. Much of biochemistry is devoted to enzymes, proteins that catalyze chemical reactions, enzyme structures, mechanisms of action and their roles within cells. Biochemistry also studies small signaling molecules, coenzymes, inhibitors, vitamins, and hormones, which play roles in life processes. Biochemical experimentation, besides coopting classical chemistry methods, e.g., chromatography, adopted new techniques, e.g., X-ray diffraction, electron microscopy, NMR, radioisotopes, and developed sophisticated microbial genetic tools, e.g., auxotroph mutants and their revertants, fermentation, etc. More recently, biochemistry embraced the ‘big data’ omics systems. Initial biochemical studies have been exclusively analytic: dissecting, purifying, and examining individual components of a biological system; in the apt words of Efraim Racker (1913 –1991), “Don’t waste clean thinking on dirty enzymes.” Today, however, biochemistry is becoming more agglomerative and comprehensive, setting out to integrate and describe entirely particular biological systems. The ‘big data’ metabolomics can define the complement of small molecules, e.g., in a soil or biofilm sample; proteomics can distinguish all the comprising proteins, e.g., serum; metagenomics can identify all the genes in a complex environment, e.g., the bovine rumen. This Biochemistry Series will address the current research on biomolecules and the emerging trends with great promise.",coverUrl:"https://cdn.intechopen.com/series/covers/11.jpg",latestPublicationDate:"June 24th, 2022",hasOnlineFirst:!0,numberOfOpenTopics:4,numberOfPublishedChapters:314,numberOfPublishedBooks:31,editor:{id:"31610",title:"Dr.",name:"Miroslav",middleName:null,surname:"Blumenberg",fullName:"Miroslav Blumenberg",profilePictureURL:"https://mts.intechopen.com/storage/users/31610/images/system/31610.jpg",biography:"Miroslav Blumenberg, Ph.D., was born in Subotica and received his BSc in Belgrade, Yugoslavia. He completed his Ph.D. at MIT in Organic Chemistry; he followed up his Ph.D. with two postdoctoral study periods at Stanford University. Since 1983, he has been a faculty member of the RO Perelman Department of Dermatology, NYU School of Medicine, where he is codirector of a training grant in cutaneous biology. Dr. Blumenberg’s research is focused on the epidermis, expression of keratin genes, transcription profiling, keratinocyte differentiation, inflammatory diseases and cancers, and most recently the effects of the microbiome on the skin. He has published more than 100 peer-reviewed research articles and graduated numerous Ph.D. and postdoctoral students.",institutionString:null,institution:{name:"New York University Langone Medical Center",institutionURL:null,country:{name:"United States of America"}}},subseries:[{id:"14",title:"Cell and Molecular Biology",keywords:"Omics (Transcriptomics; Proteomics; Metabolomics), Molecular Biology, Cell Biology, Signal Transduction and Regulation, Cell Growth and Differentiation, Apoptosis, Necroptosis, Ferroptosis, Autophagy, Cell Cycle, Macromolecules and Complexes, Gene Expression",scope:"The Cell and Molecular Biology topic within the IntechOpen Biochemistry Series aims to rapidly publish contributions on all aspects of cell and molecular biology, including aspects related to biochemical and genetic research (not only in humans but all living beings). We encourage the submission of manuscripts that provide novel and mechanistic insights that report significant advances in the fields. 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