Centesimal composition of eight soybeans cultivars (g.100g-¹). Means followed by same letters in columns do not differ by Tukey test (p ≤ 0.05). Means from three replicates on a dry basis. * Calculated by difference.
\\n\\n
Released this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\\n\\nWe wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
Note: Edited in March 2021
\\n"}]',published:!0,mainMedia:{caption:"Highly Cited",originalUrl:"/media/original/117"}},components:[{type:"htmlEditorComponent",content:'IntechOpen is proud to announce that 191 of our authors have made the Clarivate™ Highly Cited Researchers List for 2020, ranking them among the top 1% most-cited.
\n\nThroughout the years, the list has named a total of 261 IntechOpen authors as Highly Cited. Of those researchers, 69 have been featured on the list multiple times.
\n\n\n\nReleased this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\n\nWe wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
Note: Edited in March 2021
\n'}],latestNews:[{slug:"intechopen-supports-asapbio-s-new-initiative-publish-your-reviews-20220729",title:"IntechOpen Supports ASAPbio’s New Initiative Publish Your Reviews"},{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"}]},book:{item:{type:"book",id:"1361",leadTitle:null,fullTitle:"Sediment Transport - Flow and Morphological Processes",title:"Sediment Transport",subtitle:"Flow and Morphological Processes",reviewType:"peer-reviewed",abstract:"The purpose of this book is to put together recent developments on sediment transport and morphological processes. 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Africa"}}}]}},chapter:{id:"66879",slug:"laser-based-additive-manufacturing-technology-for-fabrication-of-titanium-aluminide-based-composites",signatures:"Sadiq Abiola Raji, Abimbola Patricia Idowu Popoola, Sisa Leslie Pityana, Olawale Muhmmed Popoola, Fatai Olufemi Aramide, Monnamme Tlotleng and Nana Kwamina Kum Arthur",dateSubmitted:"November 7th 2018",dateReviewed:"February 28th 2019",datePrePublished:"September 27th 2019",datePublished:"February 10th 2021",book:{id:"8558",title:"Aerodynamics",subtitle:null,fullTitle:"Aerodynamics",slug:"aerodynamics",publishedDate:"February 10th 2021",bookSignature:"Mofid Gorji-Bandpy and Aly-Mousaad Aly",coverURL:"https://cdn.intechopen.com/books/images_new/8558.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"35542",title:"Prof.",name:"Mofid",middleName:null,surname:"Gorji-Bandpy",slug:"mofid-gorji-bandpy",fullName:"Mofid Gorji-Bandpy"}],productType:{id:"1",title:"Edited 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Raji",slug:"sadiq-raji",email:"rajchandy2355@gmail.com",position:null,institution:null},{id:"292715",title:"Dr.",name:"Fatai",middleName:null,surname:"Aramide",fullName:"Fatai Aramide",slug:"fatai-aramide",email:"AramideFO@tut.ac.za",position:null,institution:{name:"Tshwane University of Technology",institutionURL:null,country:{name:"South Africa"}}}]},book:{id:"8558",title:"Aerodynamics",subtitle:null,fullTitle:"Aerodynamics",slug:"aerodynamics",publishedDate:"February 10th 2021",bookSignature:"Mofid Gorji-Bandpy and Aly-Mousaad Aly",coverURL:"https://cdn.intechopen.com/books/images_new/8558.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"35542",title:"Prof.",name:"Mofid",middleName:null,surname:"Gorji-Bandpy",slug:"mofid-gorji-bandpy",fullName:"Mofid Gorji-Bandpy"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}}},ofsBook:{item:{type:"book",id:"11913",leadTitle:null,title:"Scheduling Algorithms for Information and Communication Systems",subtitle:null,reviewType:"peer-reviewed",abstract:"\r\n\tCoordinating, orchestrating, and scheduling tasks has been an art practiced by governments, companies, and managers for ages. The rise of Taylorism, standardisation, electrical systems, electronic systems and computing, and now, quantum computing, has given scheduling a whole World of importance.
\r\n\tFrom practice to a mathematical and technological application, scheduling has become another form of art: an algorithmic art, declined in as many OS and hardware constraints, from embedded systems onboard an aircraft or a spacecraft to databases in all financial and Internet servers.
\r\n\tThey have become ubiquitous so that a large part of our civilisational development is supported by their reliability, redundancy, and optimisation capacity. Like all of our civilisational assets, they are benefiting from scientific breakthrough in computational sciences such as evolutionary algorithms, Artificial Intelligence, and quantum computing. If not by using it, by being in need of adapting to the next generation of computing. Space development is also bringing new challenges, especially in redundancy and reliability.
In the present days, the export trade in soybean and its derivatives has a major impact on the Brazilian agro-industrial system and economy. Brazil is the second largest producer, behind only the United States, and three states represent 63% of national production: Mato Grosso, Paraná and Rio Grande do Sul. The 2010/2011 crop has maintained its growth momentum, with higher volume than the previous one, with the climatic factor as primarily responsible for these results.
\n\t\t\tSoybean has a high nutritional and functional value, is source of quality protein and some essential nutrients to human diet. Due to this nutritional quality, high production, low cost and variety of derivate products, the soybean grain is an alternative for feed [10]. The benefits of soybean have increased its consumption both
In Brazil, the consumption of soybean and its products is still not widespread, due to the few options, exotic flavor to the Brazilian palate and presence of antinutritional factors in the grain. Some of these factors, as the protease inhibitors and lipoxygenase enzymes, can be reduced by suitable thermal processing. Coupled with this, the genetic breeding is responsible by eliminate lipoxygenase enzymes, reducing the flavor which limits the acceptability of the soy products [10, 28].
\n\t\t\tThe soymilk is nutritive, lactose-free, contains no cholesterol and is highly digestible. Can be sold in liquid or powder, pasteurized or sterilized, and commonly flavored, such as juices and vitamins. The extract can also be incorporated as ingredient in breads, cakes, biscuits, chocolates and more.
\n\t\t\tThe results of production, yield, chemical composition and nutritional value of soymilk depend directly on the soybean cultivar, and the quality of soymilk may also be interfered by the water proportion and initial conditions of the grains. There are 316 soybean cultivars currently available in Brazil, with different characteristics of productivity, production cycle, grain size, adaptation to regional climate and lipoxygenase presence. Some are considered commodities, and other cultivars have special purpose.
\n\t\t\tCultivars specially developed for human consumption can contribute to the sensory quality of the extract, which directly increases the acceptability of soy as a food, since the sensory quality is decisive in the buying process. Even with important nutritional characteristics, products with undesirable sensory aspects normally lose market to other similar foods. Therefore, sensory evaluation is important to determine the consumer preference, in order to provide support for research, manufacturing, marketing and quality control in new product development [15].
\n\t\tSoybean is currently the most important source of edible oil and high-quality plant protein for feeding both human and animals worldwide [43, 20, 40]. Originated from mid latitude regions, these species are expanding in tropical areas as a result of the development of new genotypes tolerant to the environmental adversities of these localities [9, 40]. One of the largest soybean producers of the world is Brazil, a tropical country that comprises an extensive ecological region with wide variation in the environmental conditions. In Brazil, soybean was firstly grown in the South (in mid latitude areas) and more recently next to Equator line, in the Northeastern region, owing to the development of genotypes with high productivity, well adapted to photoperiod effect and resistant to local pathogens and pests [1, 40]. Presently, in these places, soybean cultivation has great economic and social importance [40]
\n\t\t\tWater is the main factor changing soybean productivity in time and space [32, 19]. Water use by soybeans varies with climatic conditions, management practices and the life cycle of the cultivar. This crop’s response to photoperiod and temperature defines the areas to which it is adapted. Water use by soybean crop increases as the crop grows and is maximal during flowering and pod-fill [19].
\n\t\t\tMost soybean cultivars respond to photoperiod as quantitative short-day plants and are adapted in a narrow band of latitudes. The soybean has a juvenile stage after emergence when it is especially sensitive to temperature and insensitive to day length [23, 19]. Cultivars with the genetically controlled long juvenile trait have wider adaptability and can be utilized over a wider range of latitudes and planting dates than cultivars without these characteristics [19].
\n\t\t\tSoybean develops well under a wide range of temperatures, although regions in which the warmest mean monthly temperature is below 20ºC are considered inappropriate for soybean [7, 19]. Brown (1960) affirmed that vegetative growth is slow or nil at temperature 10ºC or less and optimum at 30ºC, decreasing thereafter. Temperatures above 40ºC are known to have adverse effects on growth rate, flower initiation and pod-set [19].
\n\t\t\tNearly all soybean cultivars exhibit one of two possible growth habits. Cultivars with determinate growth habit have rather distinct vegetative and reproductive development periods. In the other side, indeterminate cultivars have overlapping vegetative and reproductive growth periods.
\n\t\t\tIn recent years, the early planting date and harvest of soybeans, this ensures a lower use of pesticides and makes possible the cultivation of winter maize, resulted in a growth of cultivars of indeterminate habit, principal in South of Brazil. Now, they are dominating the market. Therefore, all breeding programs in Brazil have been working with the introduction of the specific characteristics on indeterminate cultivars.
\n\t\t\tEmbrapa Soybeans has a specific breeding program that develops cultivars with special characteristics for human consumption. However there is still no one cultivar of indeterminate growth habit, but will be released in the near future. It is noteworthy that all cultivars and genotypes that are part of the active Germplasm Bank that give rise to these are conventional. The main cultivars released to date by this program are:
\n\t\t\tEmbrapa 48 – cultivar with more than 15 years on the market. It is knew to processing soymilk with superior flavor when compared with other cultivars. However, due the market need for early cultivars, the cycle has become very long. Regarding the productivity also produces about 20% less than the current more productive cultivars.
\n\t\t\tBRS 213 – cultivar triple-null for lipoxigenase enzyme, which is responsible for a taste of the "beany flavor" in the extract. This cultivar has light hilum, but almost no more seed on the market, due to some fitossanitary problems and productivity. The cycle is also too long for the demands of today\'s market.
\n\t\t\tBRS 216 – cultivar with very small seeds and high protein value but the productivity is at least 30% less compared with the current cultivars. Mainly because of this very small size, a higher loss in the harvest occurs. It is indicated to produced soybean sprouts, especially because the high protein value and the small seed size.
\n\t\t\tBRS 257 – cultivar triple-null for lipoxigenase enzyme, with similar productivity with current cultivars. The soymilk and soybean flour industries are very interested in this cultivar.
\n\t\t\tBRS 258 – cultivar originated from an old Embrapa Soybean cultivar called BR 36. It also has a long cycle for the current market requirements and a lower productivity, however the soymilk and flour of this cultivar is well accepted.
\n\t\t\tBRS 267 – cultivar with very large seeds, sweet flavor and ideal for prepare soymilk and tofu. Also ideal to be consumed as a vegetable soybeans. However the cycle is long and the productivity at least 20% lower when compared with the current cultivars.
\n\t\t\tBRS 282 – cultivar originated from Embrapa 48 and was launched three years ago. This cultivar does have a cycle consistent with what the market wants today, but studies of the special characteristics of this cultivar are still scarce. The productivity is similar with current cultivars. The soymilk has excellent acceptance and is a cultivar that should be encouraged to be cultivated.
\n\t\t\tAmong the cultivars released by Embrapa, there is a cultivar that did not originate in the program of special cultivars for human consumption but is suitable for this purpose, the BRS 232 cultivar. It has a size large seed and light hilum, ideal characteristics for this purpose. It is always recommended for human consumption when there isn´t a special cultivar. This cultivar has well accepted soymilk and flour when compared with current cultivars.
\n\t\tThe grains of cultivars EMBRAPA 48, BRS 213, BRS 216, BRS 232, BRS 257, BRS 258, BRS 267 and BRS 282, planted in various locations in the state of Paraná, Brazil, during the 2009/10 crop were characterized, and the average results of the composition are shown in Table 1.
\n\t\t\t\tThe calculated values were similar to those reported by other authors [6, 31]. The highest protein content was found for BRS 258 (44.37%), and differed significantly (p> 0.05) from other grains.[ 36] have analyzed the same variety, in organic cultivation, and reported lower levels (42.84%). [16] also reported lower contents, with values of 41.70%.
\n\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t6.14 ± 0.95ª | \n\t\t\t\t\t\t\t40.11 ± 0.58bc\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t22.45 ± 1.31a\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t4.97 ± 0.10de\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t32.47 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t5.35 ± 0.19ª | \n\t\t\t\t\t\t\t39.50 ± 0.26c\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t21.86 ± 0.65ab\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t4.90 ± 0.30e\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t33.74 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t5.61 ± 0.23ª | \n\t\t\t\t\t\t\t41.08 ± 0.54bc\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t19.19 ± 1.32cd\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t4.45 ± 0.15e\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t35.28 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t5.69 ± 0.07ª | \n\t\t\t\t\t\t\t40.99 ± 0.51bc\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t20.72 ± 0.71abcd\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t5.47 ± 0.16cd\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t32.82 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t5.67 ± 1.11ª | \n\t\t\t\t\t\t\t41.66 ± 1.38b\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t21.17 ± 0.70abc\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t6.60 ± 0.12a\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t30.57 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t6.63 ± 0.18ª | \n\t\t\t\t\t\t\t44.37 ± 0.06ª | \n\t\t\t\t\t\t\t18.76 ± 0.62d\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t5.86 ± 0.21bc\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t31.01 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t6.02 ± 0.16ª | \n\t\t\t\t\t\t\t39.41 ± 1.08c\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t20.03 ± 0.39bcd\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t6.45 ± 0.30a\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t34.11 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t6.16 ± 0.38ª | \n\t\t\t\t\t\t\t39.96 ± 0.27bc\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t20.70 ± 0.90abcd\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t6.35 ± 0.13ab\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t32.99 | \n\t\t\t\t\t\t
Centesimal composition of eight soybeans cultivars (g.100g-¹). Means followed by same letters in columns do not differ by Tukey test (p ≤ 0.05). Means from three replicates on a dry basis. * Calculated by difference.
As reported by [11], the soybean features a unique high quality protein source. In general, the industry focus is the production of soybean meal and soybean oil. Therefore, the cultivar BRS 258, due to higher protein content, can be an interesting alternative to the industry, which seeks yield and for high protein content in soybean meal.
\n\t\t\t\tAccording with Embrapa Soja results, the average levels of protein from cultivars Embrapa 48, BRS 213, BRS 232, BRS 257, BRS 267 and BRS 282 are very similar to those found in this study [16]. An exception was found for BRS 216, which presented values of 41.08%, lower than those reported in the literature (43.06%) [17]. [25] has determined the composition of different soybeans cultivars, and found a mean value of 38% in protein. [12] reports values between 33% and 42%. In the present study, the cultivar which surpassed this variation was BRS 258. BRS 216, BRS 232, BRS 257, BRS 258 and BRS 267 were analyzed by [6], and the protein content varied between 38.47% and 39.61%.
\n\t\t\t\tRegarding lipids, Embrapa 48 had the highest content (22.45%), but did not differ significantly from BRS 213, BRS 232, BRS 257 and BRS 282. BRS 258 presented the lowest lipid content (18.76%) and did not differ significantly (p ≤ 0.05) from BRS 216, BRS 232, BRS 267 and BRS 282.
\n\t\t\t\tIn general, literature reports levels between 13 and 25% for lipids in soybean [6]. According to [10], the oil content in soybeans (20%) provides enough calories, so the consumed protein is metabolized for the synthesis of new tissues, and not converted into energy, as commonly seen in diets with low caloric content. However, since industry has as main objective the production of soy oil, cultivars Embrapa 48, BRS 213, BRS 232, BRS 257 and BRS 282 are the best choice for this market.
\n\t\t\t\tSome authors report an inverse relation between lipids and protein in soybean [29, 41]. This relation is confirmed by the results for BRS 258, with higher protein, and consequently, lower lipids contents. The average results found in this study were lower compared to lipids and higher for the protein, when compared to that reported in the literature [16, 36].
\n\t\t\t\tAccording to [3], increasing of the planting site temperatures directly affects the oil content in the grains, increasing it. Woodrow and [31] studies about the harvest in 1999, a hot and dry year, showed smaller grains with a reduction in protein concentration, when compared to the previous crop grains (1998). However, there was an increase in lipid content of the grains. For the protein content, the temperature directly influences the composition of amino acids. At higher temperatures, the proteins are rich in methionine, desirable for human consumption.
\n\t\t\t\tThe higher ash content was the BRS 257 (6.60%), but this did not differ significantly from cultivars BRS 267 and BRS 282. The lowest content was the BRS 216 (4.45%), with no significant differences from the levels of BRS 213 and Embrapa 48. The mineral composition of soybean has quantities that normally exceed the recommended daily dose, when consumed 100 grams of grain, with calcium as the less useful in the consuming of the whole grain [10, 37]. The highest content for total carbohydrates was found in BRS 216 (35.28%), and the lowest in grains of BRS 257 (30.57%).
\n\t\t\t\tIt is noteworthy that the variations in results between the cultivars, and comparison with literature data using the same varieties, are normal, since the planting site, year and climatic conditions affect these values [29, 33, 31, 36].
\n\t\t\tTrypsin inhibitor is normally present in the soybean fresh grains, and considered an antinutritional factor. The average values found in literature goes up to 18 milligrams of inhibitor per gram of soybean (HAFEZ, 1983 apud [2]). In this work, however, the average value for BRS 232 (13.82) was lower than usually reported in the literature, and did not differ statistically from BRS 216 (Table 2).
\n\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t20.28 ± 0.35a\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t22.97 ± 2.42a\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t18.12 ± 1.63ab\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t13.82 ± 0.73b\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t21.02 ± 2.18a\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t19.61 ± 0.90ª | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t23.18 ± 1.64a\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t22.76 ± 1.92a\n\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
Trypsin inhibitor in soybean grains for eight different cultivars. Means followed by same letters in columns do not differ by Tukey test (p ≤ 0.05). Means from three replicates.
Although the soybean provides high quality protein, these biochemical agents (protease inhibitors) cause a limitation in the biological utilization of the amino acids present in the grains, and may reduce protein digestibility [28, 21], by the blockade of some proteases, including human digestive enzymes. Trypsin is an enzyme secreted by the pancreas, responsible for digestion of proteins by peptide bonds break, and the presence of trypsin inhibitor causes metabolic changes in the pancreas, since the inhibitor binds with the trypsin and inhibits the digestion of proteins. With the protein concentration increasing, the pancreas is stimulated to produce more trypsin, causing pancreatic hypertrophy. Most of these proteases inhibitors are inactivated or inhibited when suitable thermal treatments are applied [11, 21, 30, 35].
\n\t\t\tThe Isoflavones, present in soybean with greater concentration than in the other legumes, belong to the class of phytoestrogens, and have the capacity to assist in the effects of menopause. Besides, the isoflavones are known as having anticancer properties, and antioxidant action that neutralizes free radicals, contributing to reduce LDL (bad cholesterol). The main isoflavones determined in soybean are genistein, daidzein and glycitein, which can be found in the form of aglycones (unconjugated) and glycosylated (conjugated) [4, 18].
\n\t\t\t\tIn the present study, there was a large variation in the total isoflavones content for the studied cultivars, (Tables 3 and 4), with the highest levels in the BRS 213 (386.60 mg.100g-¹) and BRS 282 (364.56 mg.100 g-¹) and the lowest in BRS 258 (54.06 mg.100g-¹).
\n\t\t\t\tThe soybean grain naturally presents the isoflavones in the aglycone and glycoside form. The aglycones are absorbed directly, since they are not linked to a sugar, while the other conjugated forms require a hydrolysis for their absorption [27, 18].
\n\t\t\t\tThe isoflavones profiles for the studied cultivars were very similar, with higher levels of the M-genistein form. However, daidzein, genistein and glycitein forms have been receiving most of attention from researchers. According to [42], genistein has the potential effect of inhibiting the growth of cancer cells at physiological concentrations, and daidzein has effect only if combined with genistein. In the present study, BRS 213 presented the highest level of genistein. Only BRS 267 and BRS 282 showed levels of glycitein, while, BRS 232 showed no levels for the isoflavones highlighted.
\n\t\t\t\tThe acetyl form was not found in any samples, proving that the soybean did not suffer thermical treatment. According to [2], and [26], in the heat treated products the malonyl form is unstable and may be transformed into the acetyl form. [28] also points out that the processing parameters, the varieties and planting condition affect the composition and / or the isoflavones profile in soy products.
\n\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t34.03 ± 1.44 | \n\t\t\t\t\t\t\t78.26 ± 8.82 | \n\t\t\t\t\t\t\t75.64 ± 3.38 | \n\t\t\t\t\t\t\t13.06 ± 0.76 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t8.19 ± 1.05 | \n\t\t\t\t\t\t\t11.35 ± 1.61 | \n\t\t\t\t\t\t\t16.84 ± 1.17 | \n\t\t\t\t\t\t\t4.65 ± 0.53 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t22.94 ± 0.59 | \n\t\t\t\t\t\t\t63.71 ± 5.28 | \n\t\t\t\t\t\t\t50.03 ± 1.76 | \n\t\t\t\t\t\t\t10.14 ± 0.20 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t88.91 ± 4.83 | \n\t\t\t\t\t\t\t75.12 ± 7.81 | \n\t\t\t\t\t\t\t73.08 ± 3.02 | \n\t\t\t\t\t\t\t33.84 ± 1.42 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t21.69 ± 3.35 | \n\t\t\t\t\t\t\t13.94 ± 1.33 | \n\t\t\t\t\t\t\t20.74 ± 1.63 | \n\t\t\t\t\t\t\t12.43 ± 1.20 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t107.45 ± 2.70 | \n\t\t\t\t\t\t\t111.46 ± 9.00 | \n\t\t\t\t\t\t\t89.11 ± 3.34 | \n\t\t\t\t\t\t\t48.89 ± 0.97 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t2.47 ± 0.21 | \n\t\t\t\t\t\t\t19.03 ± 0.81 | \n\t\t\t\t\t\t\t5.79 ± 0.43 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t1.87 ± 0.03 | \n\t\t\t\t\t\t\t13.71 ± 0.65 | \n\t\t\t\t\t\t\t3.63 ± 0.15 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
Isoflavones profile in soybean grains from the cultivars EMBRAPA 48, BRS 213, BRS 216 and BRS 232 (mg.100g-¹).
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t39.34 ± 1.19 | \n\t\t\t\t\t\t\t7.23 ± 0.32 | \n\t\t\t\t\t\t\t29.82 ± 5.89 | \n\t\t\t\t\t\t\t29.53 ± 2.96 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t10.38 ± 0.44 | \n\t\t\t\t\t\t\t2.70 ± 0.32 | \n\t\t\t\t\t\t\t10.55 ± 3.70 | \n\t\t\t\t\t\t\t17.19 ± 1.62 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t33.98 ± 0.94 | \n\t\t\t\t\t\t\t4.09 ± 0.01 | \n\t\t\t\t\t\t\t23.61 ± 1.47 | \n\t\t\t\t\t\t\t35.43 ± 2.12 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t88.89 ± 2.35 | \n\t\t\t\t\t\t\t18.31 ± 0.42 | \n\t\t\t\t\t\t\t25.94 ± 6.95 | \n\t\t\t\t\t\t\t69.78 ± 4.59 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t24.47 ± 1.41 | \n\t\t\t\t\t\t\t5.97 ± 0.51 | \n\t\t\t\t\t\t\t11.13 ± 4.66 | \n\t\t\t\t\t\t\t31.91 ± 2.68 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t134.59 ± 3.96 | \n\t\t\t\t\t\t\t15.04 ± 0.35 | \n\t\t\t\t\t\t\t35.82 ± 2.10 | \n\t\t\t\t\t\t\t150.94 ± 4.97 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t2.05 ± 0.25 | \n\t\t\t\t\t\t\t0.43 ± 0.12 | \n\t\t\t\t\t\t\t4.77 ± 0.68 | \n\t\t\t\t\t\t\t8.89 ± 2.08 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t3.08 ± 0.66 | \n\t\t\t\t\t\t\t10.96 ± 2.30 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t2.59 ± 0.09 | \n\t\t\t\t\t\t\t0.30 ± 0.09 | \n\t\t\t\t\t\t\t4.02 ± 0.13 | \n\t\t\t\t\t\t\t9.93 ± 2.57 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
Isoflavones profile in soybean grains from the cultivars BRS 257, BRS 258, BRS 267 and BRS 282 (mg.100g-¹).
The soymilk was produced at a 1:6 ratio [soybean (g): water volume (mL)], with the eight characterized cultivars (Embrapa 48, BRS 213, BRS 216, BRS 232, BRS 257, BRS 258, BRS 267 and BRS 282). Initially, the beans were submitted to soaking for five minutes at 95°C in 1:3 ratio with boiling water, and then water was discarded. After this, the soybean was submitted to heat treatment at 95°C for ten minutes, at the proportion of 1:6 with water, and seeds were ground for three minutes. The soymilk was separated from the wet okara by filtration, in which it was applied a heat treatment for two minutes under boiling.
\n\t\t\tThe yield is an important processing variable for the food industry, and should be calculated by the ratio between the mass of raw materials and final volume of extract. Thus, from the volume of processed grain, the greater the volume obtained, the better the utilization of production. According to [17], from 500 grams of grain and 4.5 liters of water, 1.5 liters of soymilk are produced. Following the same method, the extraction was performed with 250g of grains and 2.25 liters of water, splitted in 750 mL for maceration (which was discarded) and 1500 mL for grinding. The extraction yields are calculated on the weight of macerated grains, which absorbs water during this process, and the water used in grinding (Table 5).
\n\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t385 | \n\t\t\t\t\t\t\t800 | \n\t\t\t\t\t\t\t42.44 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t370 | \n\t\t\t\t\t\t\t820 | \n\t\t\t\t\t\t\t43.85 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t390 | \n\t\t\t\t\t\t\t670 | \n\t\t\t\t\t\t\t35.44 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t405 | \n\t\t\t\t\t\t\t720 | \n\t\t\t\t\t\t\t37.79 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t365 | \n\t\t\t\t\t\t\t820 | \n\t\t\t\t\t\t\t43.96 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t385 | \n\t\t\t\t\t\t\t760 | \n\t\t\t\t\t\t\t40.32 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t390 | \n\t\t\t\t\t\t\t605 | \n\t\t\t\t\t\t\t32.01 | \n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t405 | \n\t\t\t\t\t\t\t840 | \n\t\t\t\t\t\t\t44.09 | \n\t\t\t\t\t\t
Yield of the process for soymilk of eight different soybean cultivars.
In this study, it was found that the different soybean cultivars resulted in different yield for the soymilk. The cultivar that showed the best results was BRS 282 (44.09%), higher than that reported by [17]. BRS 213 and BRS 257 showed very similar yields, 43.85% and 43.96% respectively. And BRS 232 (37.79%), BRS 216 (35.44%) and BRS 267 (32.01%) had the lowest yields.
\n\t\t\tIn accordance with the results of fresh grains, the freeze-dried soymilk with the highest protein content was the BRS 258 (42.25%) (Table 6). The lowest level was the extract of BRS 267 (35.34%), but did not differ significantly from extracts of BRS 282 and BRS 213.
\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t3.52 ± 0.08d\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t36.25 ± 0.40d\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t18.34 ± 0.14a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t8.37 ± 0.33c\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t33.52 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t7.78 ± 0.16ª | \n\t\t\t\t\t\t\t\t36.02 ± 0.10de\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t18.13 ± 0.22a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t9.08 ± 0.24b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t28.99 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t7.95 ± 0.26ª | \n\t\t\t\t\t\t\t\t33.48 ± 0.54f\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t16.95 ± 0.89abc\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t9.19 ± 0.27b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t32.43 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t7.49 ± 0.40ª | \n\t\t\t\t\t\t\t\t38.60 ± 0.39c\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t14.99 ± 0.89cd\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t8.69 ± 0.15bc\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t30.23 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t7.88 ± 0.09ª | \n\t\t\t\t\t\t\t\t40.44 ± 0.12b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t17.73 ± 0.25ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t8.52 ± 0.02bc\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t25.43 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.74 ± 0.02c\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t42.45 ± 0.23ª | \n\t\t\t\t\t\t\t\t13.57 ± 0.24de\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t8.52 ± 0.30bc\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t30.72 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.31 ± 0.27bc\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t35.34 ± 0.22e\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t12.24 ± 0.48e\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t9.91 ± 0.30bc\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t37.20 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.91 ± 0.16b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t35.63 ± 0.19de\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t15.52 ± 1.20bcd\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t10.07 ± 0.20a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t32.87 | \n\t\t\t\t\t\t\t
Composition of freeze-dried soymilk from eight different soybeans cultivars (g.100g-¹). Means followed by same letters in columns do not differ by Tukey test (p ≤ 0.05). Means from three replicates on a dry basis. * Calculated by difference.
The higher lipid content was found in the soymilk of Embrapa 48 (18.35%), and did not differ significantly from extracts of BRS 213, BRS 216 and BRS 257. The lowest level was the soymilk of BRS 267 (12.24%), which did not differ from the extract of BRS 258. The soymilk of BRS 267 showed the highest content of carbohydrate, 37.20%.
\n\t\t\t\tThe results for chemical composition of the fresh soymilk were determined indirectly, through the results of total solids (Tables 7 and 8).
\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t92.16 ± 0.06cd\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t7.84 ± 0.06cd\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t92.35 ± 0.06c\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t7.65 ± 0.06d\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t92.97 ± 0.06b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t7.03 ± 0.06e\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t89.00 ± 0.06f\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t11.00 ± 0.06a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t91.85 ± 0.06de\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t8.15 ± 0.06bc\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t93.71 ± 0.06a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t6.29 ± 0.06f\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t93.68 ± 0.06a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t6.32 ± 0.06f\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t91.67 ± 0.06f\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t8.33 ± 0.06b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
Moisture and solids of the soymilk from eight different soybean cultivars (%). Means followed by same letters in columns do not differ by Tukey test (p ≤ 0.05). Means from three replicates.
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.49 ± 0.06c\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t2.78 ± 0.02ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.27 ± 0.05cde\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t6.14 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.08 ± 0.01d\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t2.56 ± 0.21b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.28 ± 0.03c\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t6.38 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.33 ± 0.07e\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t2.19 ± 0.12c\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.19 ± 0.04de\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t6.35 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t7.86 ± 0.08a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t3.05 ± 0.18a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.77 ± 0.03a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t9.32 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t6.07 ± 0.02b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t2.66 ± 0.04b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.28 ± 0.00cd\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t6.29 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.09 ± 0.03d\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.63 ± 0.03d\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.02 ± 0.04f\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.84 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.23 ± 0.03e\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.46 ± 0.06d\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.19 ± 0.04e\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.76 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.59 ± 0.03c\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t2.43 ± 0.19bc\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.58 ± 0.03b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t7.06 | \n\t\t\t\t\t\t\t
Centesimal composition of soymilk from eight different soybeans cultivars (g.200mL-1). Means followed by same letters in columns do not differ by Tukey test (p ≤ 0.05). Means from three replicates, wet basis. * Calculated by difference.
A simple comparison between the composition of soybeans and their respective soymilk allows observing that the solubilization rate of compounds in aqueous solutions is critical to the final results. The extract of BRS 232 showed the highest levels of soluble compounds (11.01%) obtained during the processing, being superior to others in protein levels (7.86 g.200mL-1). BRS 267 has presented high protein content in the grains (39.41%), but after processing the content was reduced and the soymilk showed the lowest level (4.23 g.200mL-1), when compared to the other extracts. This reduction indicates that the cultivar has a low content of soluble proteins.
\n\t\t\t\tThe results for soymilk confirmed that the heat treatment for 15 minutes at 100°C, performed during the processing, was enough for complete inactivation of the inhibitor, with final values equal to zero. According to [35] and [28] when foods are submitted to appropriate heat treatment, the inhibitor is inactivated.
\n\t\t\t\t\tRegarding to the isoflavones in the freeze-dried soymilk, all cultivars were significantly different, and the extract of BRS 213 had the highest average (421.61 mg.100g-¹). The lowest level was found in the extract of BRS 258. For the liquid soymilk, the liquor obtained from BRS 213 maintained the highest isoflavones content (64.50 mg.200mL-¹). However, for the equivalent amount to one cup of drink, this did not differ from cultivar BRS 257 (62.01 mg.200mL-¹). There was no significant difference between the BRS 216 (53.02 mg.200mL-¹) and BRS 282 (53.65 mg.200mL-¹) (Table 9).
\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t370.65 ± 0.88b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t58.12 ± 0.91b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t421.61 ± 2.55a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t64.50 ± 1.31a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t377.18 ± 3.57b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t53.02 ± 0.50c\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t143.45 ± 3.70e\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t31.55 ± 0.81e\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t380.44 ± 3.51b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t62.01 ± 1.25a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t79.59 ± 0.55f\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t10.01 ± 0.07f\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t279.91 ± 8.61d\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t39.58 ± 2.20d\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t322.03 ± 4.41c\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t53.65 ± 0.74c\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
Total isoflavones content of the soymilk produced from eight different cultivars. Means followed by same letters in columns do not differ by Tukey test (p ≤ 0.05). Means values from three replicates. * Equivalent to a glass of drink.
The isoflavones concentration reported in the literature, for soy beverages with original or chocolate flavor, varies between 4 and 13 mg.200mL-¹ [8]. [13] reported 12.2 mg.200mL-¹, and [22] found a content of 16.6 mg in 200mL. The isoflavones content and profile are also affected by the processing, environment, and the soybean varieties [8]. In the present study, the soymilk prepared with cultivars Embrapa 48, BRS 213, BRS 216, BRS 257 and BRS 282 showed values over 50 mg.200mL-¹, which surpass the literature values in more than three times.
\n\t\t\t\t\tThe isoflavones profile of soymilk was also determined (Tables 10 and 11), in order to verify alterations after the processing. However, it was observed that the pasteurization did not cause the appearance of acetyl form, as observed by [2] and [26]. According to them, malonyl form in products that suffered heat treatment is unstable, and can be converted in the acetyl form.
\n\t\t\t\t\tM-genistein maintained its high concentration, and after processing the glycitein form was found in all cultivars. The appearance of glycitein after soybean processing has already been reported by [24] who noted the absence of this form in raw soybean, with subsequent detection in soy-based beverage.
\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t47.16 ± 2.61 | \n\t\t\t\t\t\t\t\t89.45 ± 1.72 | \n\t\t\t\t\t\t\t\t86.38 ± 1.26 | \n\t\t\t\t\t\t\t\t15.28 ± 0.41 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t10.99 ± 0.86 | \n\t\t\t\t\t\t\t\t12.22 ± 1.13 | \n\t\t\t\t\t\t\t\t19.56 ± 0.68 | \n\t\t\t\t\t\t\t\t5.63 ± 0.16 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t29.47 ± 0.70 | \n\t\t\t\t\t\t\t\t63.73 ± 1.43 | \n\t\t\t\t\t\t\t\t49.32 ± 1.11 | \n\t\t\t\t\t\t\t\t11.99 ± 0.31 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t116.17 ± 0.52 | \n\t\t\t\t\t\t\t\t91.39 ± 2.87 | \n\t\t\t\t\t\t\t\t90.35 ± 1.47 | \n\t\t\t\t\t\t\t\t38.12 ± 0.89 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t27.55 ± 0.47 | \n\t\t\t\t\t\t\t\t16.62 ± 0.63 | \n\t\t\t\t\t\t\t\t26.11 ± 0.65 | \n\t\t\t\t\t\t\t\t13.50 ± 0.45 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t127.95 ± 2.14 | \n\t\t\t\t\t\t\t\t121.76 ± 2.62 | \n\t\t\t\t\t\t\t\t94.01 ± 1.43 | \n\t\t\t\t\t\t\t\t50.38 ± 0.81 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.98 ± 0.09 | \n\t\t\t\t\t\t\t\t9.78 ± 0.26 | \n\t\t\t\t\t\t\t\t3.02 ± 0.26 | \n\t\t\t\t\t\t\t\t1.13 ± 0.50 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t8.27 ± 0.89 | \n\t\t\t\t\t\t\t\t9.77 ± 1.04 | \n\t\t\t\t\t\t\t\t6.35 ± 0.96 | \n\t\t\t\t\t\t\t\t7.07 ± 1.94 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.12 ± 0.07 | \n\t\t\t\t\t\t\t\t6.89 ± 0.13 | \n\t\t\t\t\t\t\t\t2.03 ± 0.10 | \n\t\t\t\t\t\t\t\t0.37 ± 0.07 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
Isoflavones profile in the freeze-dried soymilk obtained from soybean cultivars EMBRAPA 48, BRS 213, BRS 216 and BRS 232 (mg.100g-¹).
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t43.46 ± 0.41 | \n\t\t\t\t\t\t\t\t8.33 ± 0.63 | \n\t\t\t\t\t\t\t\t37.88 ± 1.27 | \n\t\t\t\t\t\t\t\t38.99 ± 1.11 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t12.84 ± 0.84 | \n\t\t\t\t\t\t\t\t3.35 ± 0.19 | \n\t\t\t\t\t\t\t\t16.40 ± 0.95 | \n\t\t\t\t\t\t\t\t18.30 ± 0.41 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t36.41 ± 1.06 | \n\t\t\t\t\t\t\t\t6.15 ± 0.47 | \n\t\t\t\t\t\t\t\t32.63 ± 1.92 | \n\t\t\t\t\t\t\t\t35.74 ± 1.01 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t100.23 ± 1.75 | \n\t\t\t\t\t\t\t\t23.84 ± 0.23 | \n\t\t\t\t\t\t\t\t60.07 ± 3.94 | \n\t\t\t\t\t\t\t\t70.42 ± 0.89 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t29.21 ± 1.35 | \n\t\t\t\t\t\t\t\t9.02 ± 0.38 | \n\t\t\t\t\t\t\t\t25.78 ± 1.77 | \n\t\t\t\t\t\t\t\t30.11 ± 0.58 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t144.84 ± 6.87 | \n\t\t\t\t\t\t\t\t18.43 ± 0.20 | \n\t\t\t\t\t\t\t\t95.25 ± 7.09 | \n\t\t\t\t\t\t\t\t116.37 ± 1.75 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t\t0.00 ± 0.00 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.62 ± 0.53 | \n\t\t\t\t\t\t\t\t0.44 ± 0.17 | \n\t\t\t\t\t\t\t\t1.75 ± 0.03 | \n\t\t\t\t\t\t\t\t1.66 ± 0.05 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t9.42 ± 1.63 | \n\t\t\t\t\t\t\t\t9.63 ± 0.31 | \n\t\t\t\t\t\t\t\t7.92 ± 0.56 | \n\t\t\t\t\t\t\t\t8.69 ± 0.21 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t1.76 ± 0.04 | \n\t\t\t\t\t\t\t\t0.40 ± 0.12 | \n\t\t\t\t\t\t\t\t1.84 ± 0.06 | \n\t\t\t\t\t\t\t\t1.76 ± 0.09 | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
Isoflavones profile in the freeze-dried soymilk obtained from soybean cultivars BRS 257, BRS 258, BRS 267 and BRS 282 (mg.100g-¹).
Sensory analysis was performed in order to differentiate the studied cultivars, and to discuss the best features of each one in the food industry. The panel consisted of 59 judges, comprising 40% women and 60% men, aged between 16 and 54 years, and with good educational level (82.24%), ranging from Superior Incomplete (32.25%), Superior (20.96%) and Postgraduate (29.03%).
\n\t\t\t\t\tWhen asked about their consumption habits of soybeans "milk", 55% of the judges affirmed to consume the commercial soymilk regularly. Of these, 68% consumed with the addition of flavor, 11% consumed the original extract, and 21% affirmed to consume both (Figure 1).
\n\t\t\t\t\tJudges evaluated the samples, applying scores from 1 (dislike very much) to 10 (like very much), with 5 as an intermediary, in the scale. The mean scores given varied between 4.14 and 6.75, close to "did not like, nor dislike."
\n\t\t\t\t\tAverages were very close between the attributes and cultivars, and this turned into one of the difficulties of implementing the analysis. Judges accustomed to the consumption of commercial extract may have been hindered due to their lack of consumption habit of original extract, with no sugar added (Table 12).
\n\t\t\t\t\tType of soymilk normally consumed by the judges.
The evaluated attributes showed significant differences (p ≤ 0.05) only for the flavor and aftertaste, with the extract of BRS 232 receiving the highest average in flavor. The highest average for aftertaste was found in BRS 213, considered the preferred for this attribute. The differences in the averages are directly linked to the composition of the grains and their extracts, and it is important to notice the relationship between the presence of lipoxygenase and the aftertaste of the extract. The soybean grain from BRS 213 has none of the lipoxygenases, which certainly contributed to achieving the highest score in the aftertaste attribute.
\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.27 ± 2.52a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.16 ± 2.50b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.14 ± 2.28b\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.75 ± 2.39a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.24 ± 2.44a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t6.44 ± 2.05a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.61 ± 2.08a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.76 ± 2.11a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.31 ± 2.36a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.75 ± 2.00ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.71 ± 2.32ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.12 ± 2.22a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.12 ± 2.84a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t6.50 ± 2.33a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.73 ± 2.78ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.82 ± 2.65a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.26 ± 2.26a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t6.05 ± 2.18ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.14 ± 2.27ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.90 ± 2.11a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.17 ± 2.35a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.87 ± 2.04ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.37 ± 2.37ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.78 ± 2.26a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.74 ± 2.23a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.80 ± 2.17ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.84 ± 2.11ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.34 ± 2.16a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.97 ± 2.53a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.98 ± 2.17ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t4.98 ± 2.51ab\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t\t5.51 ± 2.63a\n\t\t\t\t\t\t\t\t | \n\t\t\t\t\t\t\t
Points attributed to soymilk of eight different soybean cultivars. Means followed by same letters in columns do not differ by Tukey test (p ≤ 0.05).
The lipoxygenase enzymes (L1, L2 and L3) can be considered the primarily responsible for the undesirable taste of soybean in Brazil. The beany flavor is result of the three isoenzymes present in the grain, which catalyze the lipids oxidation. The enzyme action only begins with the breakdown and hydration of the grain, since the reaction substrate does not remain exposed in the intact grain. N-hexanal is the volatile compound produced in greater quantity, responsible for the characteristic flavor and taste [11, 29].
\n\t\t\t\t\tAlthough there was no significant difference between samples for the overall appearance and taste, the extract of BRS 257 deserves special attention for the highest average in both attributes. In other hand, the extract obtained from Embrapa 48 had the lowest average scores for all attributes (flavor, taste, aftertaste and overall appearance). It is interesting to note the need to produce an extract with sensory characteristics similar to the usual habits of consumption, such as the addition of flavor and aroma, allowing a better sensory evaluation.
\n\t\t\t\tKnowing the consumers profile is critical to the food industry. During the research and development of a new product, the industry focuses on knowing the market and its potential consumers, and many industries apply the sensory analysis as a tool to start or even innovate their activities. The changing of habits related to consumption of soy products has been essential for the growth of the sector [34].
\n\t\t\t[5] conducted a survey on consumer attitudes in relation to soybeans and their derivatives. They interviewed 100 individuals, 50 men and 50 women, aged 18-40 years, and mostly between 18 and 25, featuring a younger audience. When asked about soy products, tofu and "milk" were the most remembered products, and 40% of the interviewed reported never having consumed these products. A very small portion (8%) reported the consumption of soybean "milk" at least once a week. The soymilk consumption has gradually increased over the years, by the addition of flavors capable to create a product of good flavor, which little resembles with soybean flavor.
\n\t\t\tThe link between chemical composition and sensory analysis must be directly connected to yield, for the studied cultivar to become an industrial alternative. The extracts from eight soybean cultivars differed significantly in their chemical composition, and the highest protein content was found in BRS 232 (7.86 g.200mL-1). In the sensorial analysis, the samples differed only in aroma and aftertaste, with the extract from BRS 232 achieving satisfactory mean. In the aroma attribute, this same cultivar had the highest average, 6.50.
\n\t\t\tThe highest yield was found in BRS 282 (44.90%), followed by the cultivars Embrapa 48 (42.44%), BRS 213 (43.85%), BRS 257 (43.96%) and BRS 258 (40.32%). These values allow the use of all the studied cultivars, even those with lower yields, when considering the results of chemical composition and sensory analysis. An example is BRS 232, which showed higher levels for all compounds, but had a yield of 37.79%.
\n\t\tThe soybean cultivars currently available in Brazil have different characteristics of productivity, production cycle, grain size, climate adaptation, lipoxygenase activity, and others. However, the Brazilian consumption of soybean as a food is still small, due to its exotic flavor to the palate, since it is an Asian grain and its development was based on the habits and customs of the orientals. These exotic flavors can be assigned to the presence of lipoxygenase enzymes, saponins and phenolic compounds, responsible for rancid or beany flavors, bitter and astringent, respectively.
\n\t\t\tA lot of products can be obtained from the soybean. However, the Brazilian food industry had to adapt them to the consumers habits, like the soymilk applied in soy beverages, which for a better acceptance is developed and commercialized with the addition of flavors or fruit juice. This is the most popular and consumed soy derivative in Brazil.
\n\t\t\tFortunately, with more information published about the benefits of soybean consumption, its nutritional value and functional properties, this scenario is changing. After recognizing the great importance of this legume, several studies on the development of cultivars with better acceptability started, with the goal to insert soybean as an essential part of the human food. To achieve this, however, in addition to the cultivar adaptation, it is also necessary to check if this cultivar is interesting for industrialization.
\n\t\t\tThe yield is a very important variable in the food industry, but cannot be considered an exclusion factor, since other important variables, such as composition, functional characteristics (isoflavones) and antinutritional compounds (trypsin inhibitor) should be observed for the choice of a soybean cultivar. Therefore, the use of cultivars specially developed for soybean based products, directed to human consumption, may contribute to improve the sensory quality and increase the soybean acceptability as a food.
\n\t\tDrug-induced liver injury (DILI) represents a large group of hepatic diseases caused by various therapeutical agents.
There are two types of DILI, with differences in pharmacologic mechanism and clinical onset patterns. The first type, the predictable one, named
The second type of DILI, the unpredictable one, named
Even the acetaminophen consumption is the cause of the majority of DILI in the USA, in this chapter, our focus will be on injuries induced by oncologic treatment [3]. Despite the chemotherapy possibility of decreasing tumor size and stage, fighting against micrometastatic disease, and prolonging overall survival, it is associated with side effects. The liver is an important organ with a role in drug metabolization and excretion and may be affected when oncologic treatment is initiated.
Several risk factors are associated with a higher incidence of adverse drug reactions, including DILI induced by chemotherapy. Host-related risk factors such as the old age, female sex, HLA class I allele A*33:01, chronic liver disease, and drug-related risk factors such as dose, site of metabolization, and lipophilicity, appear to influence the frequency of occurrence of oncologic treatment hepatic adverse effects. Identifying the risk factors for the development of liver injury after chemotherapy initiation can influence the treatment decision and also improve the patient outcome.
The majority of patients that receive oncological treatment who developed liver injury as adverse reactions are identified by symptoms and/or blood test abnormalities. Elevation of alanine transaminase (ALT), aspartate transaminase (AST), conjugated and total bilirubin (TB), and international normalized ratio (INR) with low values of albumin is frequently revealed in these patients. Symptoms may be absent or nonspecific, or patients can present jaundice, encephalopathy, or coagulopathy manifestation.
DILI, which includes the liver injuries produced by oncological agents, is defined if one of the following criteria is present: (a) more than 5× upper limit of normal ALT value, (b) more than 2× upper limit of normal ALP value (often with the elevation of gamma-glutamyltransferase (GGT)), or (c) more than 3× upper limit of normal ALT value accompanied by more than 2× upper limit of normal TB level value. In practice, there are situations when patients presented with elevated values of the aforementioned blood tests before starting the potential liver harmful treatment, and in this case, the mean of these values replaces the upper limit of normal.
The most recent guidelines of EASL (European Association For The Study Of The Liver) classified DILI in “hepatocellular,” “cholestatic,” or “mixed” types due to the pattern of changes in liver enzymes (Table 1) [2].
DILI pattern | Hepatocellular injury | Cholestatic injury | Mixed injury |
---|---|---|---|
Liver biochemical blood tests abnormalities | ≥5× ULN elevation in ALT OR Serum activity ALT to ALP is 5 or more. | ≥2× ULN elevation in ALP OR Serum activity ALT to ALP is 2 or less. | serum activity of ALT to ALP is between 2 and 5. |
Histological abnormalities | Inflammation, necrosis, and apoptosis; severe necrosis involved zone 3. | Canalicular and hepatocelular cholestasis in zone 3. | more similar changes to that of cholestatic than hepatocellular type. |
DILI pattern with his associated biochemical blood tests and histological abnormalities, adapted after EASL clinical practice guidelines, 2019: drug-induced liver injury [2].
The most common liver disease patterns induced by oncologic therapy are discussed below, and the agents frequently involved are listed in Tables 2 and 3.
Class | Drug name | Patterns of drug-associated liver adverse effects |
---|---|---|
Alkylating agents | Cyclophosphamide | sinusoidal obstructive syndrome; cholestasis; acute hepatitis; hepatic necrosis; |
Chlorambucil | cholestasis; sinusoidal obstructive syndrome; | |
Oxaliplatin | sinusoidal obstructive syndrome; pseudocirrhosis; steatosis; focal nodular hyperplasia; | |
Ifosfamide | acute hepatitis; | |
Melphalan | sinusoidal obstructive syndrome; acute hepatitis; | |
Busulfan | sinusoidal obstructive syndrome; acute hepatitis; cholestasis; | |
Anti-metabolites | 5-Fluorouracil | pseudocirrhosis; steatosis; acute hepatitis; sinusoidal obstructive syndrome; cholestasis; |
Methotrexate | hepatic necrosis; steatosis; steatohepatitis; focal nodular hyperplasia; acute hepatitis; fibrosis and cirrhosis; | |
6-mercaptopurine | sinusoidal obstructive syndrome; cholestasis; focal nodular hyperplasia; acute hepatitis; | |
6-thioguanine | sinusoidal obstructive syndrome; focal nodular hyperplasia; peliosis hepatitis; fibrosis; | |
Capecitabine | acute hepatitis; | |
Gemcitabine | pseudocirrhosis; acute hepatitis; cholestasis; | |
Cytarabine | cholestasis; sinusoidal obstructive syndrome; | |
Floxuridine | acute hepatitis; cholestasis; steatosis; | |
Azathioprine | cholestasis; sinusoidal obstructive syndrome; | |
Antitumor antibiotics | Doxorubicin | acute hepatitis; cholestasis; sinusoidal obstructive syndrome; |
Dacarbazine | sinusoidal obstructive syndrome; hepatic necrosis; | |
Dactinomycin | sinusoidal obstructive syndrome; steatosis; | |
Mitomycin C | sinusoidal obstructive syndrome; acute hepatitis; steatosis; | |
Actinomycin | acute hepatitis; sinusoidal obstructive syndrome; | |
Bleomycin | acute hepatitis; steatosis; | |
Mithramycin | hepatic necrosis; | |
Isomerase inhibitors | Etoposide | hepatic necrosis; acute hepatitis; cholestasis; |
Irinotecan | steatosis; steatohepatitis; sinusoidal obstructive syndrome; | |
Topotecan | cholestasis; | |
Taxanes | Paclitaxel | cholestasis; sinusoidal obstructive syndrome; |
Docetaxel | cholestasis; | |
Hormone therapy | Tamoxifen | steatosis; steatohepatitis; cholestasis; |
Anastrozole | steatosis; acute hepatitis; | |
Estrogens | cholestasis; hepatic adenoma and hepatocellular carcinoma; peliosis hepatis; sinusoidal obstructive syndrome; | |
Vinca alkaloids | Vincristine | sinusoidal obstructive syndrome; acute hepatitis; |
Vinorelbine | cholestasis; | |
Vinblastine | acute hepatitis; | |
Platinum agents | Cisplatine | acute hepatitis; steatosis; sinusoidal obstructive syndrome; cholestasis; |
Carboplatin | sinusoidal obstructive syndrome; | |
Nitrosoureas | Carmustine | acute hepatitis; sinusoidal obstructive syndrome; |
Lomustine | acute hepatitis; |
Commonly used agents in chemotherapy and their associated liver-related side effects.
Class | Drug name | Patterns of drug-associated liver adverse effects |
---|---|---|
Tyrosine kinase inhibitors | Imatinib | acute hepatitis; |
Erlotinib | cholestasis; | |
Lapatinib | acute hepatitis; | |
Gefitinib | acute hepatitis; | |
Pazopanib | hepatic necrosis; | |
Sorafenib | acute hepatitis; cholestasis; | |
Regorafenib | hepatic necrosis; | |
Sunitinib | hepatic necrosis; | |
Bortezomib | acute hepatitis; | |
Idelalisib | acute hepatitis; | |
Monoclonal antibodies | Trastuzumab | acute hepatitis; nodular regenerative hyperplasia; |
Ipilimumab | immune-mediated hepatitis; | |
Durvalumab | immune-mediated hepatitis; | |
Nivolumab | immune-mediated hepatitis; | |
Cetuximab | steatosis; | |
Pembrolizumab | immune-mediated hepatitis; | |
Atezolizumab | immune-mediated hepatitis; | |
Gemtuzumab | sinusoidal obstructive syndrome; | |
Rituximab | acute hepatitis; | |
Bretuximab vedotin | hepatic necrosis; | |
Avelumab | immune-mediated hepatitis; | |
Immunomodulatory drugs | Lenalidomide | cholestasis; |
Pegylated interferon α | immune-mediated hepatitis; | |
Interleukin2 | cholestasis; acute hepatitis; sinusoidal obstructive syndrome; | |
Biological agents | L-Asparaginase | hepatic necrosis; steatosis; |
Immunomodulatory agents in chemotherapy and their associated liver-related side effects.
NAFLD affects 10–39% of the global population, and only 2% of these patients are caused by drugs. A common effect of chemotherapy is to increase the amount of hepatocellular fat content. Two entities are described, steatosis and steatohepatitis, often known as chemotherapy-induced acute steatohepatitis, “CASH.” Steatosis is defined by the accumulation of lipids within hepatocytes without inflammatory foci. Steatohepatitis is the lipid accumulation with concurrent inflammation of liver parenchyma on hepatocytes that appear enlarged (ballooning phenomes) and can lead to degeneration [4, 5, 6].
Various therapeutic agents used in oncology can induce steatosis or steatohepatitis. Regimens that contain antitumoral molecules such as 5-fluorouracil, methotrexate, tamoxifen, irinotecan, L-asparaginase, oxaliplatin, mitomycin C, bleomycin sulfate, and dactinomycin were linked with fatty liver transformation [7, 8]. Usually, specific changes are detected after a period of 3–12 months of chemotherapy.
Treatments recommended for patients diagnosed with cancer contain not only antitumoral agents. Associated medication used in oncology can also induce nonalcoholic fatty liver disease. Glucocorticoids used for induction treatment of acute leukemia may cause macrovesicular steatosis [9].
A high number, up to 85%, of patients treated with regimens mentioned above develop CASH due to altered lipoprotein synthesis and therefore abnormal lipid metabolism. The development of steatohepatitis is based on an abnormal function of hepatocyte mitochondria and peroxisomes, inside which the process of oxidation of fatty acids (FAO) takes place. Several chemotherapy agents inhibit free fatty acids (FFA) β-oxidation, which promotes the accumulation of reactive oxygen species (ROS) and lipid peroxidation and increases oxidative stress in hepatocytes. All these processes lead to CASH. At the same time, lipid peroxidation stimulates stellate cell activation, fibrosis, and necrosis of hepatocytes. The intramitochondrial accumulation of tamoxifen leads to the inhibition of FFA β-oxidation, ATP synthesis, and cellular respiration. Another mechanism of steatosis and steatohepatitis is explained by the alteration of lysosomal phospholipid metabolism, which promotes the activation of the adenosine pathway and therefore increases FFA synthesis and also coenzyme A sequestration. This mechanism was observed in patients undergoing treatment with irinotecan and methotrexate. For methotrexate, the increased level of homocysteine due to impaired methylenetetrahydrofolate reductase leads to increased pro-inflammatory cytokines and hepatic stellate cell activation, which promote liver fibrosis. Increased expression of acyl-coenzyme A oxidase 1 (ACOX1) was observed for patients treated with 5-fluorouracil and irinotecan. Inhibition of mitochondrial FFA β -oxidation and reduced expression of carnitine palmitoyl-transferase and ACOX1 induction were observed for irinotecan [10].
ACOX1 is the first limiting enzyme of peroxisomal FAO and may be increased as a response to decreased mitochondrial FFA β-oxidation. A high level of ACOX1 leads to increased expression of pro-inflammatory genes and a high amount of ROS, processes associated with immune cell infiltration. A hepatic steatosis liver can progress to steatohepatitis if contained hepatocytes own altered mitochondrial FFA β-oxidation and high amounts of ROS and inflammation. Mitochondria can be a direct target of every chemotherapy agent via cytotoxicity effect, and every agent can also have multiple pathways to induce steatosis or steatohepatitis [11].
Histologically, there are no marked differences between metabolic steatohepatitis and CASH. Even actually is rare recommended, if liver biopsy is performed on this patient, microvesicular steatosis is usually described. Distribution can be focal, multifocal, or diffuse. Macroscopic, fatty liver has a yellowish appearance and may be enlarged.
Recognition of this liver disease is important for adequate management that improves the prognosis. Usually, clinical manifestations of patients with chemotherapy-induced steatosis and steatohepatitis are subtle. Transaminase levels show elevation of ALT/AST. Steatosis and steatohepatitis liver is characterized by hyperechogenicity with posterior beam attenuation on transabdominal ultrasound examination. On computed tomography, a reduction in liver parenchymal attenuation can be observed when compared with the spleen. With high accuracy, magnetic resonance imaging can quantify the number of lipids in the liver due to spectroscopy and elastography available modes. A reduction in liver signal intensity is described in out-of-phase imaging for patients with steatohepatitis [12, 13, 14]. Delayed regeneration and prolonged liver disfunction were observed in oncologic patients with steatosis and more obvious with steatohepatitis, which was associated with a higher risk of postoperative hepatic failure, infections, and longer period of the intensive-care-unit stay [4, 15]. Repeated chemotherapy cycles are responsible for more severe inflammation, fact that worsens hepatocellular damage and leads to the development of fibrosis, cirrhosis, and liver failure [16, 17]. A limited CASH risk with the best oncologic treatment effects was observed for chemotherapy regimens with a maximum duration of 4 months [18].
For patients diagnosed with cancer, blood lipid and transaminase levels should be performed before initiation and regularly during oncologic treatment. Steatosis and steatohepatitis are in most cases reversible even though they can persist for a few weeks or months after treatment completion [7, 19]. Once the diagnosis was confirmed, the recommendation to stop or continue the administration of oncologic agents with close monitoring relies upon the risk and benefits of this medication. Healthy eating habits and limited high-fat alimentation are recommended to prevent increased blood lipid levels and worsening steatosis or steatohepatitis. Hepatoprotective drug administration, to prevent the worsening damage to the liver, is indicated [20].
Risk factors for CASH occurrence can be patient-related (metabolic syndromes, obesity, diabetes, dyslipidemia, alcohol abuse, preexisting chronic liver disease or hepatic location of the tumor, genetic polymorphism, gut microbiota, and chemotherapy history) or drug-related (cumulative or maximum dose of treatment or combination of more agents) [4]. Special attention is required for women with breast cancer with the A2 allele of CYP17A1 due to the associated increased risk of developing steatosis when treated with tamoxifen [21, 22].
Focal nodular hyperplasia is the second most common benign hepatic lesion with unclear pathogenesis. Some explanations for this lesion may include a similar mechanism to focal sinusoidal obstruction syndrome [23].
Some agents used in oncology such as 6-thioguanine and oxaliplatin have an increased risk of inducing nodular hyperplasia and early fibrosis [24, 25]. Focal nodular hyperplasia is characterized by solitary or multiple lesions in liver parenchyma, which usually appear on CT as homogeneous, isodense, or mildly hypodense images. Contrast-enhanced CT shows arterial hyperenhancement, and late enhancement can be seen when a central scar is visible. These lesions may be incorrectly labeled as hypervascular liver metastasis. Characteristic MRI features for focal nodular hyperplasia are nonspherical shape lesions with imprecise margins and particularly hyperenhanced zones in the hepatobiliary phase for specific contrast agents. Signal isointensity on T1- and T2-weighted images, the absence of halo enhancement, and the absence of restriction to water diffusion in the echo-planar sequence are other characteristics that support the diagnosis of focal nodular hyperplasia [23, 26].
Pseudocirrhosis is an imagistic term characterized by hepatic nodularity due to diffuse regenerative nodular hyperplasia but with insignificant fibrosis, different from the classic histopathological attributes of cirrhosis, features that appear after oncologic treatment initiation [27]. Pseudocirrhosis is associated with antineoplastic drugs used for the treatment of metastatic breast, colon, and pancreatic cancers. These agents are oxaliplatin, 5-fluorouracil, gemcitabine, capecitabine, irinotecan, methotrexate, and tamoxifen [28]. It can also appear in patients with carcinoid tumors and Hodgkin lymphoma.
Pseudocirrhosis can represent a cause of portal hypertension and even liver failure, but it lacks the typical clinical and paraclinical features of cirrhosis. The synthetic function of the liver is usually preserved.
On CT examination, pseudocirrhosis looks like macronodular cirrhosis with capsular retraction, diffuse nodularity, lower liver volume, and hypertrophy of the caudate lobe. For up to 9% of cases, signs of portal hypertension, including portosystemic shunts, can appear on imaging evaluation. The severe capsular retraction has been described in some cases of liver metastasis from breast cancer, and those must be excluded due to different treatments and prognoses that are associated with this stage [6, 23].
Multiple oncological agents are involved in acute hepatitis occurrence, with high-frequency vinblastine, rituximab, etoposide, anastrozole, 6-mercaptopurine, 5-fluorouracil, lapatinib [6, 29, 30]. Even though not routinely indicated, if liver biopsy is performed on patients that underwent treatment with anastrozole, the histopathology report revealed necrosis of hepatocytes limited in acinar zone 3. This zone is related to P450 isoenzymes that are involved in drug metabolism. Histopathological report of liver biopsy of patients treated with lapatinib revealed portal-to-portal and portal-to-central bridging necrosis and hepatocellular necrosis in acinar zone 1 [31, 32]. Etoposide-induced acute hepatitis is described as a viral hepatitis pattern [29].
Clinical manifestation of acute hepatitis can range from mild symptoms to ill-appearing patients. Usually, AST and ALT are markedly increased. Imaging findings are nonspecific and may include hepatomegaly with decreased attenuation, splenomegaly, wall thickening of gallbladder, ascites, and periportal edema. Severe forms of acute hepatitis appear in patients with prior chronic hepatitis B or C due to reactivation when treated with rituximab. Patients with MHC class II alleles HLA-DQA1∗02:01, DQB1∗02:02, or DRB1∗07:01 are at high risk of liver injury if receiving regimens with lapatinib [6, 33].
Acute hepatitis induced by anticancer treatment rapidly improved after drug withdrawal. Liver enzymes and bilirubin return to normal values after a few months of treatment discontinuation [5].
Acute liver failure due to hepatic necrosis is a major and worrisome complication of chemotherapy-induced liver injury. Oncologic agents that produce acute hepatitis are more likely to cause hepatic necrosis. Mithramycin, etoposide, and dacarbazine are some of these offending drugs. Mithramycin also known as plicamycin is an antineoplastic antibiotic that has been reported as the most hepatotoxic chemotherapeutic drug capable of causing liver necrosis. Histopathologic reports of the hepatic biopsy reveal centrilobular necrosis.
Clinically, patients with hepatic necrosis develop acute encephalopathy with deterioration of liver synthetic function. Almost all patients receiving plicamycin have increased levels of LDH, aminotransferases, and alkaline phosphatase with normal values of bilirubin. These modifications occur on the first day of treatment, reach the maximum level the next day, and then decrease to normal 3 weeks after treatment cessation. When severe necrosis develops, a computer tomography scan reveals a substantial decrease in the enhancement of liver parenchyma and cystic appearance [6, 34, 35].
Metastatic melanoma, non-small-cell lung cancer hepatocellular carcinoma, and urothelial carcinoma are types of cancer that benefit from immunotherapy agents’ efficacy. Side effects are not rare for this class of treatment and are named immune-related adverse effects, including the liver with immune-mediated hepatitis [36].
Immune checkpoints are cytotoxic T-lymphocyte antigen 4 (CTLA-4), programmed cell death 1 (PD-1), and programmed cell death ligand 1 (PD-L1). Monoclonal antibodies against these targets are ipilimumab against CTLA-4, pembrolizumab, nivolumab against PD-1 and atezolizumab, avelumab, and durvalumab against PD-L1. From this list, the higher hepatotoxicity was found for CTLA-4 inhibitors, ipilimumab. Patients diagnosed with metastatic melanoma develop immune-mediated hepatitis in 2–9% of cases if they are treated with ipilimumab, and if dacarbazine is associated, the percentage rises up to 31.6% [37, 38].
Immunotherapy contains agents that increase the host’s immune system to fight against tumors, but the subsequent uncontrolled T cell activation is responsible for hepatotoxicity and liver disease. Liver biopsy revealed diffuse T-cell infiltrate, eosinophil infiltration, portal, and periportal inflammation, and spotty or confluent necrosis [39, 40, 41]. Usually, patients are asymptomatic and, in rare cases, fevers, malaise, or symptoms related to fulminant liver failure can be present. Elevation in serum of ALT, AST, and bilirubin occurs especially after ipilimumab. Anti-nuclear, anti-smooth muscle, or other autoimmune hepatitis antibodies are negative. These clinical and paraclinical abnormalities occur from 6 to 14 weeks after immunotherapy initiation or after three doses of this regimen [42, 43]. Some risk factors contribute to a higher chance of liver injury development: a higher dose of treatment, multiple agents association, preexisting liver disease, or autoimmune diathesis [44].
Treatment with corticosteroids or mycophenolate mofetil is indicated for patients with important hepatotoxicity after immunotherapy for cancer [39]. HLA-DRB1*07:01 allele is associated with an increased risk for lapatinib liver injury. Infliximab should not be indicated due to the risk of hepatotoxicity [45, 46].
Chemotherapeutic regimens include kinase inhibitors (e.g., erlotinib, sorafenib, nilotinib), thiopurines (6-mercaptopurine and azathioprine), estrogens, 5-fluorouracil, cytarabine, interleukin-2, alkylating agents (chlorambucil, cyclophosphamide, cisplatin), and mitomycin are associated with cholestatic liver injury [29, 35].
Thiopurines cause a variety of DILI phenotypes that can be intrinsic or idiosyncratic with a mixed or cholestatic form of hepatic injury [47]. Intrahepatic cholestasis is the most frequent type of injury in patients undergoing treatment with 6-mercaptopurine (frequently when the daily dose exceeds 2 mg/kg). Azathioprine may produce hepatic injury, but less frequently than 6-mercaptopurine, and this one has been related to a mild form of liver toxicity; however, long-term use can cause cholestatic liver disease [35].
Significant hepatotoxicity has been linked to fluorodeoxyuridine, a metabolite of fluorouracil that was previously administered through the hepatic artery to patients with hepatic metastases from colorectal cancer. In several cases, the treatment has been linked to irreversible intrahepatic and extrahepatic biliary strictures. Monitoring of aminotransferases helps with identifying the right time for drug discontinuation when the liver is suffering [29].
Interleukin-2 therapy is used in melanoma and renal cell cancers, and a lot of patients undergoing this treatment can develop a deep and reversible intrahepatic cholestasis with increased serum levels of biochemical markers of cholestasis. Some potential physiopathological mechanisms may include chemical hepatitis and biliary sclerosis. Allopurinol can block xanthine oxidase involved in drug metabolism, which rises hepatotoxicity. Histologically features of this hepatic injury appear as cholestasis with variable hepatocellular necrosis. Laboratory tests show elevated levels of bilirubin, alkaline phosphatase, and aminotransferases. Jaundice is the clinical feature that is associated with this type of hepatotoxicity [6]. In conclusion, cholestasis is induced by a multitude of antineoplastic drugs and withdrawal usually leads to recovery of the liver and jaundice disappearance [29].
Liver fibrosis and cirrhosis induced by chemotherapy are usually associated with alkylating agents, 6-thioguanine, and methotrexate.
Methotrexate is a folic acid antagonist that inhibits the proliferation of certain body cells, particularly those that are multiplying rapidly such as tumor cells, bone marrow cells, and skin cells. Long-term methotrexate treatment, commonly used to treat severe psoriasis or rheumatoid arthritis, can induce hepatic fibrosis, which leads to cirrhosis without producing significant symptoms [48]. The use of methotrexate as maintenance therapy in children with acute leukemia was related to fibrosis and cirrhosis development in multiple cases [49, 50]. Furthermore, cirrhosis induced by methotrexate has led to the transplantation of the liver in an important number of patients. Hepatic stellate cells have a central role in the physiopathological mechanism. The hepatic test may be normal or ALT can be temporarily increased. In rare cases, a liver biopsy may be necessary to confirm the diagnosis [29].
Patients who receive treatment with methotrexate need rigorous monitoring, especially those who have both obesity and diabetes [51]. It has been demonstrated that folic acid may reduce hepatic injury [29].
Previously named veno-occlusive disease, sinusoidal obstruction syndrome is the last step of hepatic sinusoidal injury evolution. The most exposed are patients who receive cytoreductive chemotherapy combined with radiotherapy or are in the setting of bone marrow transplantation [52].
Cyclophosphamide, oxaliplatin, irinotecan, 5-fluorouracil, 6-mercaptopurine, dacarbazine, vincristine, mitomycin-C, cytarabine, busulfan are chemotherapy agents involved in hepatic sinusoidal injury [53, 54, 55, 56, 57, 58]. Usually, sinusoidal obstruction syndrome occurs 5 weeks or later after administration of the aforementioned agents [23].
Direct injury of endothelial cells that lined the hepatic sinusoids is the mechanism of this type of disease. Endothelial injury promotes erythrocyte extravasation and aggregation into space of Disse, which impairs venous outflow. This leads to sinusoidal congestion. The next step is a fibrotic reaction due to hepatic stellate cell activation, which leads to presinusoidal collagen deposit and central venules obstruction with sinusoidal obstruction syndrome development and centrilobular necrosis. Increased activity of matrix metalloproteinase 2 and 9 may facilitate this process [59, 60].
No direct hepatocellular function alteration was observed for this entity [61, 62]. Histological findings vary from hepatic sinusoidal dilatation to subendothelial fibrin deposits associated with centrilobular necrosis of hepatocytes and low grades of nodular regenerative changes. The macroscopic liver had a bluish marbled appearance. Due to the area affected, sinusoidal obstruction syndrome can be classified into mild, moderate, or severe if less than 1/3, 1/3–2/3, or more than 2/3 of the lobule was affected [7, 63]. There are three phases of sinusoidal obstruction syndrome: acute, subacute, and chronic. Patients may present painful hepatomegaly, short periods of jaundice, weight gain, and encephalopathy. Some patients have splenomegaly and ascites due to portal hypertension. Transient elevation of transaminases and bilirubin can be revealed on blood tests [64, 65].
Transabdominal ultrasound revealed hepatosplenomegaly, decreased flow in portal vein on Doppler mode, ascites, and gallbladder wall thickening. In the hepatobiliary phase of gadoxetic-acid-enhanced MRI, sinusoidal obstruction syndrome can present a diffuse heterogenous reticular pattern. CT and MRI findings also include narrowing of main hepatic veins [66, 67].
Viral hepatitis, Budd-Chiari syndrome, or other forms of DILI must be excluded before sinusoidal obstruction syndrome diagnosis. The evolution of persistent sinusoidal obstruction syndrome is represented by progression to regenerative nodular hyperplasia followed by fibrosis and cirrhosis development. Also, sinusoidal obstruction syndrome can impair chemotherapy response and liver regeneration after resection, which worsens prognosis. Patients with hepatitis C infection, stem cell transplant recipients, and those treated for Hodgkin lymphoma are more susceptible to developing sinusoidal obstruction syndrome after specific chemotherapeutic regimens. In addition, patients with colorectal cancer with hepatic metastasis are more susceptible to sinusoidal obstruction syndrome development if the oxaliplatin or irinotecan treatment is combined with 5-fluorouracil [57, 58, 68].
Sinusoidal obstruction syndrome changes can be reversible after cessation of chemotherapy. Supportive therapy and administration of bevacizumab or defibrotide sodium can reduce liver injury and may improve the efficacy of systemic treatment. Delaying surgery for patients with suspected sinusoidal obstruction syndrome can be an option [69].
Except for the patterns discussed above, other chemotherapy-induced liver disease exists, with a low frequency. For example, estrogens, which are used for advanced prostate cancer, are associated with a high risk of peliosis hepatitis, hepatic adenoma, or hepatocellular carcinoma development [70].
Despite the pattern of liver disease induced by oncologic agents administration, a correct diagnosis and management may reduce the hepatic damage and improve the prognosis of these patients.
This work was supported by a grant of the Romanian Ministry of Education and Research, CNCS—UEFISCDI, project number PN-III-P1-1.1-TE-2019-1474, within PNCDI III.
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