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1.
Anim Biosci ; 2024 Jun 27.
Article in English | MEDLINE | ID: mdl-38938022

ABSTRACT

Objective: The objective of this work was to determine the energetic values of 14 full-fat deactivated soybeans samples, the effect of partial removal of the hull, and to develop equations for predicting digestible (DE), metabolizable (ME), and ME corrected for nitrogen balance (MEn) for pigs. Methods: Ten metabolism experiments were conducted over a two-year period to evaluate 14 batches of full-fat deactivated soybeans, following the method of the total collection of feces and urine. One hundred and ninety-two pigs with an average initial body weight of 51.4±5.4 kg were assigned to dietary treatments. Results: Partial dehulling of soybeans did not affect DE, ME, and MEn values. The variables that best explained the variations (p<0.05) in DE were ureatic activity (UA) and crude fiber. The variables that showed the greatest association (p<0.05) with ME and MEn were UA, protein solubility, and processing pressure. The observed effect of UA on energy values was quadratic (p<0.05). Phosphorus also showed association (p<0.05) with DE and ME and the energy applied per kg of sample showed association (p<0.05) with ME and MEn. Conclusion: The overall mean values of DE, ME, and MEn were 4,558, 4,457, and 4,344 kcal/kg, respectively. The partial removal of the hull prior to soy deactivation did not affect the digestibility or the energy values. This study shows that the processing conditions are the main factors affecting the energetic value of full-fat deactivated soybeans for pigs, which can be accurately predicted using a combination of chemical composition, quality indicators, and processing parameters.

2.
Food Chem X ; 23: 101526, 2024 Oct 30.
Article in English | MEDLINE | ID: mdl-38933989

ABSTRACT

Most phenolic compounds in beans exist in complex, insoluble binding forms that bind to cell wall components via ether, ester, or glucoside bonds. In the process of solid-state fermentation, Eurotium Cristatum can produce many hydrolase enzymes, such as α-amylase, pectinase, cellulase and ß-glucosidase, which can effectively hydrolyze ether, ester or glucoside bond, release bound polyphenols, and increase polyphenol content in soybeans. When the fermentation conditions of soybean were fermentation time 12 days, inoculation amount 15% and initial pH 2, the content of free polyphenols in fermented soybean was 2.79 mg GAE/g d.w, which was 4.98 times that of unfermented soybean. The contents of bound polyphenols and total phenols in fermented soybean were 0.62 mg GAE/g d.w and 3.41 mg GAE/g d.w, respectively, which were 2.38 times and 4.16 times of those in unfermented soybean. At the same time, the inhibitory effect of free polyphenols in fermented soybean on acetylcholinesterase reached 91.51%. Thus, our results demonstrated that solid state fermentation and Eurotium Cristatum can be used as an effective way to increase soybean polyphenol content and combat Alzheimer's disease.

3.
Front Nutr ; 11: 1399687, 2024.
Article in English | MEDLINE | ID: mdl-38854165

ABSTRACT

The concept of inflammation encompasses beneficial and detrimental aspects, which are referred to as infectious and sterile inflammations, respectively. Infectious inflammation plays a crucial role in host defense, whereas sterile inflammation encompasses allergic, autoimmune, and lifestyle-related diseases, leading to detrimental effects. Dendritic cells and macrophages, both of which are representative mononuclear phagocytes (MNPs), are essential for initiating immune responses, suggesting that the regulation of MNPs limits excessive inflammation. In this context, dietary components with immunomodulatory properties have been identified. Among them, soybean-derived compounds, including isoflavones, saponins, flavonoids, and bioactive peptides, act directly on MNPs to fine-tune immune responses. Notably, some soybean-derived compounds have demonstrated the ability to alleviate the symptom of allergy and autoimmunity in mouse models. In this review, we introduce and summarize the roles of soybean-derived compounds on MNP-mediated inflammatory responses. Understanding the mechanism by which soybean-derived molecules regulate MNPs could provide valuable insights for designing safe immunomodulators.

4.
J Agric Food Chem ; 72(20): 11782-11793, 2024 May 22.
Article in English | MEDLINE | ID: mdl-38717295

ABSTRACT

Soybeans are the number one source of plant proteins for food and feed, but the natural presence of protein protease inhibitors (PIs), namely, the Kunitz trypsin inhibitor (KTI) and the Bowman-Birk inhibitor (BBI), exerts antinutritional effects. This communication describes a new methodology for simultaneously quantitating all parameters of PIs in soybeans. It consists of seven steps and featured enzymatically measuring trypsin and chymotrypsin inhibitory activities, respectively, and subsequently determining the contents of reactive KTI and BBI and the contributions of each toward total PI mass and total trypsin or chymotrypsin inhibition by solving a proposed system of linear equations with two variables (C = dB + eK and T = xB + yK). This enzymatic and algebraic (EA) methodology was based on differential inhibitions of KTI and BBI toward trypsin and chymotrypsin and validated by applications to a series of mixtures of purified KTI and BBI, two KTI-null and two conventional soybeans, and by sodium dodecyl sulfate polyacrylamide gel electrophoresis. The EA methodology allowed calculations of PI composition and the contributions of individual inhibitors toward total inhibition with ease. It was first found that although BBI constituted only about 30% of the total PI mass in conventional raw soybeans, it contributed about 80% toward total chymotrypsin inhibitor activity and about 45% toward trypsin inhibitor activity. Therefore, BBI caused more total protease inhibitions than those of KTI. Furthermore, the so-called KTI-null soybean mutants still contained measurable KTI content and thus should be named KTI-low soybeans.


Subject(s)
Chymotrypsin , Glycine max , Trypsin Inhibitor, Bowman-Birk Soybean , Trypsin Inhibitor, Kunitz Soybean , Trypsin , Chymotrypsin/antagonists & inhibitors , Chymotrypsin/metabolism , Chymotrypsin/chemistry , Trypsin Inhibitor, Bowman-Birk Soybean/chemistry , Glycine max/chemistry , Glycine max/enzymology , Trypsin/chemistry , Trypsin/metabolism , Trypsin Inhibitor, Kunitz Soybean/chemistry , Trypsin Inhibitors/chemistry , Trypsin Inhibitors/analysis
5.
Plant Physiol Biochem ; 210: 108667, 2024 May.
Article in English | MEDLINE | ID: mdl-38678946

ABSTRACT

This study aims to investigate the quality changes of germinated soybeans during refrigerated storage (4 °C), with an emphasis on the stimulatory effect of refrigeration on their special functional compounds. After germinating for two days, germinated soybeans were stored at 4 °C for seven days, while the germinated soybeans stored at 25 °C served as control group. The results showed that refrigerated storage significantly affected the physiological changes in germinated soybeans. The weight loss rate, browning rate, malondialdehyde (MDA) content and H2O2 content all decreased dramatically during refrigerated storage compared to the control group. The total phenolic and total flavonoid contents of germinated soybeans under refrigeration exhibited a trend of increasing and then decreasing over time. Additionally, during refrigerated storage, the total isoflavone content reached a peak of 8.72 g/kg on the fifth day, in which the content of daidzein and glycitin increased by 45% and 49% respectively, when compared with the control group. Moreover, the content of γ-aminobutyric acid (GABA) peaked on the first day, and kept a high level during storage. In which, the refrigerated group was 2.35-, 2.88-, 1.67-fold respectively after storage for three to seven days. These results indicated that refrigeration stimulated the biosynthesis of isoflavones and GABA in germinated soybeans during storage. More importantly, there was a sequential difference in the timing of the stimulation of the two functional components under refrigeration.


Subject(s)
Food Storage , Germination , Glycine max , Isoflavones , Refrigeration , gamma-Aminobutyric Acid , Glycine max/metabolism , Glycine max/growth & development , Isoflavones/metabolism , gamma-Aminobutyric Acid/metabolism , Food Storage/methods , Malondialdehyde/metabolism , Hydrogen Peroxide/metabolism
6.
J Environ Manage ; 359: 120951, 2024 May.
Article in English | MEDLINE | ID: mdl-38669877

ABSTRACT

Atrazine, a widely used herbicide in modern agriculture, can lead to soil contamination and adverse effects on specific crops. To address this, we investigated the efficacy of biochar loaded with Paenarthrobacter sp. AT5 (an atrazine-degrading bacterial strain) in mitigating atrazine's impact on soybeans in black soil. Bacterially loaded biochar (BBC) significantly enhanced atrazine removal rates in both unplanted and planted soil systems. Moreover, BBC application improved soybean biomass, photosynthetic pigments, and antioxidant systems while mitigating alterations in metabolite pathways induced by atrazine exposure. These findings demonstrate the effectiveness of BBC in reducing atrazine-induced oxidative stress on soybeans in black soil, highlighting its potential for sustainable agriculture.


Subject(s)
Atrazine , Charcoal , Glycine max , Oxidative Stress , Soil Pollutants , Soil , Atrazine/toxicity , Glycine max/drug effects , Oxidative Stress/drug effects , Soil/chemistry , Charcoal/chemistry , Soil Pollutants/toxicity , Soil Pollutants/metabolism , Herbicides/toxicity
7.
J Insect Sci ; 24(2)2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38573061

ABSTRACT

Soybean (Glycine max (L.) Merr.) is an important agricultural crop around the world, and previous studies suggest that honey bees (Apis mellifera Linnaeus) can be a component for optimizing soybean production through pollination. Determining when bees are present in soybean fields is critical for assessing pollination activity and identifying periods when bees are absent so that bee-toxic pesticides may be applied. There are currently several methods for detecting pollinator activity, but these existing methods have substantial limitations, including the bias of pan trappings against large bees and the limited duration of observation possible using manual techniques. This study aimed to develop a new method for detecting honey bees in soybean fields using bioacoustics monitoring. Microphones were placed in soybean fields to record the audible wingbeats of foraging bees. Foraging activity was identified using the wingbeat frequency of honey bees (234 ±â€…14 Hz) through a combination of algorithmic and manual approaches. A total of 243 honey bees were detected over 10 days of recording in 4 soybean fields. Bee activity was significantly greater in blooming fields than in non-blooming fields. Temperature had no significant effect on bee activity, but bee activity differed significantly between soybean varieties, suggesting that soybean attractiveness to honey bees is heavily dependent on varietal characteristics. Refinement of bioacoustics methods, particularly through the incorporation of machine learning, could provide a practical tool for measuring the activity of honey bees and other flying insects in soybeans as well as other crops and ecosystems.


Subject(s)
Hymenoptera , Bees , Animals , Glycine max , Ecosystem , Crops, Agricultural , Pollination
8.
An. Fac. Med. (Perú) ; 85(1): 21-27, ene.-mar. 2024. tab
Article in Spanish | LILACS-Express | LILACS | ID: biblio-1556796

ABSTRACT

RESUMEN Introducción. El consumo de alimentos industrializados que contienen organismos genéticamente modificados (OGM) se ha incrementado notablemente. Desde su inicio ha generado crecientes controversias debido a que se considera de riesgo para la salud. En Perú se carece de información científica sobre los OGM en alimentos industrializados. Objetivo. Detectar y cuantificar molecularmente los indicadores de transgenicidad P35S y TNOS, y la soya transgénica Roundup Ready en alimentos industrializados de soya; y verificar su mención en la etiqueta. Métodos. Analizamos 30 muestras, para extraer el ADN utilizamos los kits Dneasy Mericon Food y Dneasy Power Soil. Para la detección y cuantificación de las secuencias transgénicas usamos la técnica PCR en tiempo real con los kits Mericon. Resultados. Detectamos transgenicidad en el 100% de las muestras y soya Roundup Ready en el 66,7%. El número de copias/mL o g de muestra osciló entre 1,21E+0 y 8,88E+7. En el etiquetado del 93,3% de las muestras no hubo referencia a componentes transgénicos. Conclusión. Los hallazgos evidencian la urgente necesidad de que la legislación vigente se actualice de acuerdo con los conocimientos científicos y el desarrollo socioeconómico del país, protegiendo la salud y el derecho a la información de la población.


ABSTRACT Introduction. The consumption of industrialized foods that contain genetically modified organisms (GMOs) has increased significantly. Since its inception, it has generated growing controversies because it is considered a health risk. In Peru there is a lack of scientific information on GMOs in industrialized foods. Objetive. Molecularly detect and quantify transgenicity indicators P35S and TNOS, and of Roundup Ready transgenic soybeans in industrialized soy foods and verify their mention on the label. Methods. 30 samples were analyzed; To extract the DNA, the Dneasy Mericon Food and Dneasy Power Soil Kits were used, and for the detection and quantification of the transgenic sequences, the real-time PCR technique with the Mericon kits. In addition, the labeling was reviewed. Results. Transgenicity was detected in 100% of the samples and Soy RR in 66,67%; The number of copies/mL or g of sample ranged between 1,21E+0 and 8,88E+7 and in the labeling of 93,3% of the samples there was no reference to transgenic components. Conclusion. The findings show the urgent need for current legislation to be updated in accordance with the scientific knowledge and the socioeconomic development of the country, protecting health and the right to population information.

9.
Front Biosci (Elite Ed) ; 16(1): 3, 2024 Jan 31.
Article in English | MEDLINE | ID: mdl-38538520

ABSTRACT

Tempeh is an Indonesian traditional food made from fermented soybeans, which offers wide culinary use in East Asian countries. Similar to all fermented foods, its preparation offers the purpose of food preservation. However, preclinical studies have highlighted that microbial action leads to a modification in the nutritional composition of the food's matrix. Although there is a wide availability of data on the beneficial effect of soy, tempeh remains relatively unexplored, perhaps due to its limited diffusion in the world, which limits its research availability. However, available data suggest that tempeh may confer beneficial health effects due to the high bioavailability of nutrients and phytochemicals, showing ameliorative action on oxidative stress, glycaemic control, and blood lipid levels. Furthermore, the high biological value of tempeh means it can be used to optimize protein and caloric intake in athletes, vegetarians, and children. Moreover, the microbial fermentation used in the production of tempeh, in addition to improving the bioavailability of minerals, proteins, fibre, vitamins, and isoflavones, produces biopeptides whose biological effect is currently of great interest. Tempeh can be employed in traditional preparations as well as second-generation foods, such as plant-based meat substitutes, to provide functional and nutritional properties and a higher eco-friendly option compared to animal foods. This review aims to provide an overview of tempeh's properties, regarding human data and future research perspectives.


Subject(s)
Isoflavones , Soy Foods , Animals , Child , Humans , Functional Food , Isoflavones/metabolism , Glycine max
10.
J Dairy Sci ; 107(6): 3642-3650, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38216039

ABSTRACT

We evaluate the potential economic impact of using high-oleic soybeans (HOS) in dairy rations based on a synthesis of results from 5 prior feeding trials. Milk income less feed costs (MILFC) per cow per day is calculated based on assumed increases in milkfat production and increased cost of rations including HOS. The effects of changes in MILFC are evaluated for herds with different numbers of milking cows, and the total volume of HOS required to support different proportions of US dairy cows is calculated. A dynamic supply-chain model assesses the potential market impacts of increases in butterfat supply. The increase in milkfat from the substitution of 5% of ration dry matter with whole HOS (1.4 kg/cow per day) has the potential to increase MILFC by up to $0.27/cow per day or increase the average value of milk by $0.29/45.4 kg for a cow producing 41 kg/d. Changes in MILFC are highly correlated with the price of butter but were positive for butter prices observed from January 2014 to September 2020. The effects of HOS on MILFC suggest the potential for increases in farm profitability of $33,000/yr for a dairy feeding 500 milking cows. Scaled-up use of HOS by US dairy farmers would increase butterfat supplies and lower the butterfat price to a small extent, but these aggregated effects do not offset the positive effects of MILFC at the farm level.


Subject(s)
Animal Feed , Dairying , Diet , Glycine max , Lactation , Milk , Animals , Cattle , Milk/economics , Female , Animal Feed/economics , Dairying/economics , Diet/veterinary
11.
Plant Foods Hum Nutr ; 79(1): 1-11, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38117392

ABSTRACT

Soybean-based fermented foods are commonly consumed worldwide, especially in Asia. These fermented soy-products are prepared using various strains of Bacillus, Streptococcus, Lactobacillus, and Aspergillus. The microbial action during fermentation produces and increases the availability of various molecules of biological significance, such as isoflavones, bioactive peptides, and dietary fiber. These dietary bio active compounds are also found to be effective against the metabolic disorders such as obesity, diabetes, and cardiovascular diseases (CVD). In parallel, soy isoflavones such as genistein, genistin, and daidzin can also contribute to the anti-obesity and anti-diabetic mechanisms, by decreasing insulin resistance and oxidative stress. The said activities are known to lower the risk of CVD, by decreasing the fat accumulation and hyperlipidemia in the body. In addition, along with soy-isoflavones fermented soy foods such as Kinema, Tempeh, Douchi, Cheonggukjang/Chungkukjang, and Natto are also rich in dietary fiber (prebiotic) and known to be anti-dyslipidemia, improve lipolysis, and lowers lipid peroxidation, which further decreases the risk of CVD. Further, the fibrinolytic activity of nattokinase present in Natto soup also paves the foundation for the possible cardioprotective role of fermented soy products. Considering the immense beneficial effects of different fermented soy products, the present review contextualizes their significance with respect to their anti-obesity, anti-diabetic and cardioprotective roles.


Subject(s)
Cardiovascular Diseases , Diabetes Mellitus , Fermented Foods , Isoflavones , Soy Foods , Cardiovascular Diseases/prevention & control , Isoflavones/pharmacology , Obesity/prevention & control , Diabetes Mellitus/prevention & control , Dietary Fiber , Fermentation
12.
Poult Sci ; 102(12): 103152, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37967503

ABSTRACT

High-oleic (HO) soybean may serve as a value-added feed ingredient to enrich poultry meat due to its fatty acid content. However, the amino acid (AA) nutrient digestibility of soybean meal (SBM) made from these soybeans has yet to be determined. The objective of this study was to determine apparent ileal AA digestibility (AID) and standardized ileal AA digestibility (SID) of high-oleic full-fat (HO-FF) SBM compared to normal oleic full-fat (NO-FF), normal oleic extruded expeller (NO-EE), and solvent-extracted SBM (SE-SBM) in broilers. A nitrogen-free basal diet (NFD) was fed to 1 treatment group with 10 chicks/cage to determine basal endogenous losses (BEL). Titanium dioxide was used as an inert marker. The test diets contained 57.5% of the basal NFD and 42.5% of 1 of the 4 soybean sources. A total of 272 Ross-708 male broilers were placed in 40 battery cages with 5 treatments and 8 replicates per treatment. A common starter diet was provided to all the chickens for 14 d. Experimental diets were provided as a mash for 9 d before sample collection. Chickens were euthanized with CO2 on d 23, and contents of the distal ileum were collected, frozen, and freeze-dried. The BEL were similar to the values found in the literature. At d 23, broilers fed the SE-SBM had the highest body weight gain and best FCR compared to chickens fed the HO-FF and NO-FF treatments (P < 0.001). Broilers fed the SE-SBM and NO-EE experimental diets had (P < 0.001) higher apparent ileal AA digestibility and AA SID than broilers fed the HO-FF and NO-FF treatments. In conclusion, the SID of AA from HO-FF is similar to the digestibilities of other full-fat soybeans found in the literature and is lower than that of NO-EE and SE-SBM.


Subject(s)
Amino Acids , Glycine max , Animals , Male , Amino Acids/metabolism , Chickens/metabolism , Flour , Digestion , Diet/veterinary , Nutrients , Ileum/metabolism , Animal Feed/analysis , Animal Nutritional Physiological Phenomena
13.
Virus Res ; 336: 199205, 2023 10 15.
Article in English | MEDLINE | ID: mdl-37607595

ABSTRACT

To gain a deeper understanding of the molecular mechanisms involved in viral infection and the corresponding plant resistance responses, it is essential to investigate the interactions between viral and host proteins. In the case of viral infections in plants, a significant portion of the affected gene products are closely associated with chloroplasts and photosynthesis. However, the molecular mechanisms underlying the interplay between the virus and host chloroplast proteins during replication remain poorly understood. In our previous study, we made an interesting discovery regarding soybean mosaic virus (SMV) infection in resistant and susceptible soybean cultivars. We found that the photosystem I (PSI) subunit (PSaC) and ATP synthase subunit α (ATPsyn-α) genes were up-regulated in the resistant cultivar following SMV-G7H and SMV-G5H infections compared to the susceptible cultivar. Overexpression of these two genes within the SMV-G7H genome in the susceptible cultivar Lee74 (rsv3-null) reduced SMV accumulation, whereas silencing of the PSaC and ATPsyn-α genes promoted SMV accumulation. We have also found that the PSaC and ATPsyn-α proteins are present in the chloroplast envelope, nucleus, and cytoplasm. Building on these findings, we now characterized protein-protein interactions between PSaC and ATPsyn-α with two viral proteins, NIb and NIa-Pro, respectively, of SMV. Through co-immunoprecipitation (Co-IP) experiments, we confirmed the interactions between these proteins. Moreover, when the C-terminal region of either PSaC or ATPsyn-α was overexpressed in the SMV-G7H genome, we observed a reduction in viral accumulation and systemic infection in the susceptible cultivar. Based on these results, we propose that the PSaC and ATPsyn-α genes play a modulatory role in conferring resistance to SMV infection by influencing the function of NIb and NIa-Pro-in SMV replication and movement. The identification of these photosynthesis-related genes as key players in the interplay between the virus and the host provides valuable insights for developing more targeted control strategies against SMV. Additionally, by utilizing these genes, it may be possible to genetically engineer plants with improved photosynthetic efficiency and enhanced resistance to SMV infection.


Subject(s)
Mosaic Viruses , Potyvirus , Glycine max , Chloroplast Proteins , Potyvirus/genetics , Mosaic Viruses/genetics , Plant Diseases
14.
Plants (Basel) ; 12(15)2023 Jul 27.
Article in English | MEDLINE | ID: mdl-37570942

ABSTRACT

Salinization is a global agricultural problem with many negative effects on crops, including delaying germination, inhibiting growth, and reducing crop yield and quality. This study compared the salt tolerance of 20 soybean varieties at the germination stage to identify soybean germplasm with a high salt tolerance. Germination tests were conducted in Petri dishes containing 0, 50, 100, 150, and 200 mmol L-1 NaCl. Each Petri dish contained 20 soybean seeds, and each treatment was repeated five times. The indicators of germination potential, germination rate, hypocotyl length, and radicle length were measured. The salt tolerance of 20 soybean varieties was graded, and the theoretical identification concentration was determined by cluster analysis, the membership function method, one-way analysis of variance, and quadratic equation analysis. The relative germination rate, relative germination potential, relative root length, and relative bud length of the 20 soybean germplasms decreased when the salt concentration was >50 mmol L-1, compared with that of the Ctrl. The half-lethal salt concentration of soybean was 164.50 mmol L-1, and the coefficient of variation was 18.90%. Twenty soybean varieties were divided into three salt tolerance levels following cluster analysis: Dongnong 254, Heike 123, Heike 58, Heihe 49, and Heike 68 were salt-tolerant varieties, and Xihai 2, Suinong 94, Kenfeng 16, and Heinong 84 were salt-sensitive varieties, respectively. This study identified suitable soybean varieties for planting in areas severely affected by salt and provided materials for screening and extracting parents or genes to breed salt-tolerant varieties in areas where direct planting is impossible. It assists crop breeding at the molecular level to cope with increasingly serious salt stress.

15.
Heliyon ; 9(7): e17737, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37449138

ABSTRACT

Objective: This study explored the use of hydrothermally-treated soybean-fortified maize-based stiff porridge (nsima) in managing body weight losses among the farming family community in Malawi during the labour-intensive cropping (growing) season. We hypothesized that soybean-fortified maize-based nsima could prevent seasonal body weight losses in farming communities during labour-intensive seasons better than conventional 100% maize nsima. Research methods & procedures: A single-blind parallel dietary intervention 90-day study. During energy stress months, 42 farming households in Malawi were supplied with 15 kg of blind formulation of soybean-fortified maize flour (soybean: maize, 1:4, wt/wt) per person per month except for under-fives who were allotted half the quantity. Forty households were provided with equivalent quantities of 100% maize flour and served as control. Body weights of participants were taken at baseline and endpoint. Results: After 3 months, the experimental group registered 3.7, 4.2, 2.9, and 5.2% statistically higher body weight compared to the controls for the under-five, the 5-9-year-olds, the 10-19-year-olds, and the >20-year-olds, respectively. Conclusion: Soybean-fortified stiff porridge could feasibly be used to alleviate wasting among the resource-constraint populace in Malawi and many other parts of sub-Saharan Africa that rely on maize as a major staple.

16.
Food Chem ; 423: 136321, 2023 Oct 15.
Article in English | MEDLINE | ID: mdl-37182495

ABSTRACT

Carboxyl-containing components (CCCs) was the key chemical markers for fermented soybean, whose composition and content would be dramatically changed during the fermentation processes. To select the optimal fermented conditions, a rapid and sensitive 5-(diisopropylamino)amylamine derivatization, ultra-high performance liquid chromatography-quadrupole-time-of-flight/mass spectrometry and feature-based molecular networking method was established for determination CCCs and the developed method was successfully applied to compare the dynamic changes of CCCs under different processing conditions. A total of 120 components were identified, the optimum fermentation conditions were the temperature at 30 °C, 50% humidity, with a 2-hour steaming time. Sixteen chemical markers with significant differences were screened. Furthermore, molecular docking technology was used to verify the antiperoxidative effect of these chemical markers. Accordingly, we focused on the high-content, little-studied active CCCs rather than the low-content and well-studied flavonoids. This study was helpful for the nutraceutical development and contributed scientific basis to further exploring quality evaluation of fermented food.


Subject(s)
Fermented Foods , Glycine max , Glycine max/chemistry , Molecular Docking Simulation , Flavonoids/analysis , Fermentation
17.
Sensors (Basel) ; 23(9)2023 Apr 25.
Article in English | MEDLINE | ID: mdl-37177474

ABSTRACT

One of the most challenging problems associated with the development of accurate and reliable application of computer vision and artificial intelligence in agriculture is that, not only are massive amounts of training data usually required, but also, in most cases, the images have to be properly labeled before models can be trained. Such a labeling process tends to be time consuming, tiresome, and expensive, often making the creation of large labeled datasets impractical. This problem is largely associated with the many steps involved in the labeling process, requiring the human expert rater to perform different cognitive and motor tasks in order to correctly label each image, thus diverting brain resources that should be focused on pattern recognition itself. One possible way to tackle this challenge is by exploring the phenomena in which highly trained experts can almost reflexively recognize and accurately classify objects of interest in a fraction of a second. As techniques for recording and decoding brain activity have evolved, it has become possible to directly tap into this ability and to accurately assess the expert's level of confidence and attention during the process. As a result, the labeling time can be reduced dramatically while effectively incorporating the expert's knowledge into artificial intelligence models. This study investigates how the use of electroencephalograms from plant pathology experts can improve the accuracy and robustness of image-based artificial intelligence models dedicated to plant disease recognition. Experiments have demonstrated the viability of the approach, with accuracies improving from 96% with the baseline model to 99% using brain generated labels and active learning approach.


Subject(s)
Brain Waves , Plant Pathology , Humans , Artificial Intelligence , Reproducibility of Results , Electroencephalography
18.
Heliyon ; 9(4): e14727, 2023 Apr.
Article in English | MEDLINE | ID: mdl-37025819

ABSTRACT

Kinema is a traditional food prepared by the natural fermentation of cooked soybeans. The fermented Kinema is known to have several bioactive constituents, however, only limited reports on the effect of fermentation time on the bioactivity of Kinema are available. Therefore, in this work, changes in phenolics content and radical scavenging activity of Kinema at different fermentation times were explored. Furthermore, the optimum fermentation time for maximum bioactivities (total phenolic content, total flavonoid content, and DPPH radical scavenging activity) was determined using one-factor response surface methodology. The numerical optimization suggested an optimum fermentation time of 29.6 h with significantly higher total phenolics and flavonoid contents of 62.84 ± 0.89 mg GAEs/g dry extract, 45.41 ± 0.57 mg QEs/g dry extract, respectively (p < 0.05) compared to traditionally fermented Kinema. Similarly, the IC50 concentration for DPPH radical scavenging activity of 1.78 ± 0.01 mg dry extract/mL, was significantly lower than those for traditionally prepared Kinema (p < 0.05). Moreover, optimized Kinema had significantly higher overall sensory scores compared to the traditional sample. The results suggested that fermentation time affects the amount of bioactive constituents of Kinema. Further studies are needed to explore the changes in the type of phenolic and flavonoid compounds.

19.
Antioxidants (Basel) ; 12(4)2023 Apr 11.
Article in English | MEDLINE | ID: mdl-37107287

ABSTRACT

Crop domestication has resulted in nutrient losses, so evaluating the reshaping of phytonutrients is crucial for improving nutrition. Soybean is an ideal model due to its abundant phytonutrients and wild relatives. In order to unravel the domestication consequence of phytonutrients, comparative and association analyses of metabolomes and antioxidant activities were performed on seeds of six wild (Glycine soja (Sieb. and Zucc.)) and six cultivated soybeans (Glycine max (L.) Merr.). Through ultra-high performance liquid chromatography-tandem mass spectrometry (UHPLC-MS/MS), we observed a greater metabolic diversity in wild soybeans, which also displayed higher antioxidant activities. (-)-Epicatechin, a potent antioxidant, displayed a 1750-fold greater abundance in wild soybeans than in cultivated soybeans. Multiple polyphenols in the catechin biosynthesis pathway were significantly higher in wild soybeans, including phlorizin, taxifolin, quercetin 3-O-galactoside, cyanidin 3-O-glucoside, (+)-catechin, (-)-epiafzelechin, catechin-glucoside, and three proanthocyanidins. They showed significant positive correlations with each other and antioxidant activities, indicating their cooperative contribution to the high antioxidant activities of wild soybeans. Additionally, natural acylation related to functional properties was characterized in a diverse range of polyphenols. Our study reveals the comprehensive reprogramming of polyphenolic antioxidants during domestication, providing valuable insights for metabolism-assisted fortification of crop nutrition.

20.
Foods ; 12(6)2023 Mar 08.
Article in English | MEDLINE | ID: mdl-36981070

ABSTRACT

Traditionally made doenjang (TMD) produced by the long-term fermentation of soybeans with salt may improve symptoms of estrogen deficiency. We aimed to evaluate the effects of four TMD types, containing low and high amounts of Bacillus species and biogenic amines (HBHA, HBLA, LBHA, and LBLA), on energy, glucose, and lipid metabolism, by altering the gut microbiota in estrogen-deficient ovariectomized (OVX) rats. Their mechanisms were also examined. The OVX rats were divided into the control, cooked soybean (CSB), HBHA, LBHA, HBLA, and LBLA groups. Sham-operated rats were the normal control group. Serum 17ß-estradiol concentrations were similar among all OVX groups. Tail skin temperatures, which are indicative of hot flashes, were higher in the control than the HBHA and HBLA groups and were similar to the normal control group. Weight gain and visceral fat mass were lower in the TMD and CSB intake groups but not as low as in the normal control group. Lean body mass showed a trend opposite to that of visceral fat in the respective groups. The hepatic triglyceride content decreased with the TMD intake compared to the control and CSB groups. mRNA expressions of the peroxisome proliferator-activated receptor-γ (PPAR-γ) and carnitine palmitoyltransferase-1 in the TMD and CSB groups were as high as in the normal control group, and the PPAR-γ mRNA expression was more elevated in the HBLA group than in the normal control group. The morphology of the intestines improved in the TMD groups compared to the control, and the HBHA and HBLA groups showed an enhanced improvement compared to the CSB group. The HBHA, HBLA, and LBHA groups increased the α-diversity of the cecal microbiota compared to the control. Akkermenia and Lactobacillus were higher in the HBLA and LBLA groups compared to the control. The expression of the estrogen, forkhead box proteins of the class-O subgroup, and insulin-signaling pathways were lower in the control group, and HBHA and HBLA prevented their decrement. In conclusion, long-term treatment with TMD containing high amounts of Bacillus potentially improves estrogen deficiency symptoms more than unfermented soybeans.

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