Objective:To isolate and identify the anticancer compound against proliferation of human colon cancer cells from ethyl acetate(EtOAc)extract ol Phellinus linteus grown on germinated brown rice(PB).Methods:EtOAc extrac...Objective:To isolate and identify the anticancer compound against proliferation of human colon cancer cells from ethyl acetate(EtOAc)extract ol Phellinus linteus grown on germinated brown rice(PB).Methods:EtOAc extract of PB was partitioned with n-hexane,EtOAc,and water-saturated n-butanol.Anticancer compound of n-hexane layer was isolated and identified by HPLC and NMR,respectively.Cytotoxicity against HT-29 cells was tested by SRB assay.Results:The n-hexane layer obtained after solvent fractionation of PB EtOAc extracts showed a potent anticancer activity against the HT-29 cell line.Atractylenolide I,a eudesmane-type sesquiterpene lactone,a major anticancer substance of PB,was isolated from the n-hexane layer by silica gel column chromatography and preparative-HPLC.This structure was elucidated by one-and two-dimensional NMR spectroscopic data.Atractylenolide I has not been reported in mushrooms or rice as of yet.The isolated compound dose-dependently inhibited the growth of HT-29 human colon cancer cells.Conclusions:Atractylenolide I might contribute to the anticancer effect of PB.展开更多
Hyperlipidemia is a frequent metabolic disorder that is closely associated with diet. It is believed that brown rice, containing the outer bran layer and germ, is beneficial for the remission of hyperlipidemia. This s...Hyperlipidemia is a frequent metabolic disorder that is closely associated with diet. It is believed that brown rice, containing the outer bran layer and germ, is beneficial for the remission of hyperlipidemia. This study established a rat model of hyperlipidemia by feeding a high-fat diet. The hypolipidemic potential of germinated brown rice(Gbrown) and germinated black rice(a germinated black-pigmented brown rice, Gblack) were explored in the model rats, mainly in the aspects of blood lipids, lipases, apolipoproteins, and inflammation. The gut microbiota in hyperlipidemic rats receiving diverse dietary interventions was determined by 16S rDNA sequencing. The results showed that the intervention of Gbrown/Gblack alleviated the hyperlipidemia in rats, evidenced by decreased TC, TG, LDL-C, and apolipoprotein B, and increased HDL-C, HL, LPL, LCAT, and apolipoprotein A1. Gbrown/Gblack also weakened the inflammation in hyperlipidemia rats, evidenced by decreased TNF-α, IL-6, and ET-1. In addition, 16S rDNA sequencing revealed that the diet of Gbrown/Gblack elevated the abundance and diversity of gut microbiota in hyperlipidemia rats. At the phylum level, Gbrown/Gblack decreased Firmicutes, increased Bacteroidetes, and decreased the F/B ratio in hyperlipidemia rats. At the genus level, Gbrown/Gblack decreased Streptococcus and increased Ruminococcus and Allobaculum in hyperlipidemia rats. Some differential microbial genera relating to lipid metabolism were also determined, such as the Lachnospira and Ruminococcus in the Gblack group, and the Phascolarctobacterium, Dorea, Turicibacter, and Escherichia-Shigella in the Gbrown group. Notably, the beneficial effect of Gblack was stronger than Gbrown. To sum up, the dietary interventions of Gbrown/Gblack contributed to the remission of hyperlipidemia by alleviating the dysbiosis of gut microbiota.展开更多
Germinated brown rice(GBR)is rich in gamma oryzanol which increase its consumption popularity,particularly in the health food market.The objective of this research was to apply the near infraredspectroscopy(NIRS)for e...Germinated brown rice(GBR)is rich in gamma oryzanol which increase its consumption popularity,particularly in the health food market.The objective of this research was to apply the near infraredspectroscopy(NIRS)for evaluation of gamma oryzanol of the germinated brown rice.The germinated brown rice samples were prepared from germinated rough rice(soaked for 24 and 48 h,incubated for 0,6,12,18,24,30 and 36 h)and purchased from local supermar kets.The germinated brown rice sampleswere subjected to NIR scanning before the evaluation of gamma oryzanol by using partial extractionmet hodology.The prediction model was established by partial least square regression(PLSR)andvalidated by full cross validation method.The NIRS model established from various varieties of germinated brown rice bought from diferent markets by first derivatives+vector normalizationpretreated spectra showed the optimal prediction with the correlation of determination(R?),root mean squared error of cross validation(RMSECV),and bias of 0.934,8.84×10^(-5) mg/100 g drymatter and 1.06×10^(-5) mg/100 g dry matter,respectively.This is the first report on the application of NIRS in the evaluation of gamma oryzanol of the germinated brown rice.This information is veryuseful to the germinated brown rice production factory and consumers.展开更多
Germination and processing are always accompanied by significant changes in the metabolic compositions of rice. In this study, polished rice(rice), brown rice, wet germinated brown rice(WGBR), high temperature and pre...Germination and processing are always accompanied by significant changes in the metabolic compositions of rice. In this study, polished rice(rice), brown rice, wet germinated brown rice(WGBR), high temperature and pressure-treated WGBR(WGBR-HTP), and low temperature-treated WGBR(WGBR-T18) were enrolled. An untargeted metabolomics assay isolated 6 122 positive ions and 4 224 negative ions(multiple difference ≥1.2 or ≤0.8333, P<0.05, and VIP≥1) by liquid chromatography-mass spectrum. These identified ions were mainly classified into three categories, including the compounds with biological roles, lipids, and phytochemical compounds. In addition to WGBR-T18 vs. WGBR, massive differential positive and negative ions were revealed between rice of different forms. Flavonoids, fatty acids, carboxylic acids, and organoxygen compounds were the dominant differential metabolites. Based on the Kyoto Encyclopedia of Genes and Genomes(KEGG) database, there 7 metabolic pathways(phenylalanine/tyrosine/tryptophan biosynthesis, histidine metabolism, betalain biosynthesis, C5-branched dibasic acid metabolism, purine metabolism, zeatin biosynthesis, and carbon metabolism) were determined between brown rice and rice. Germination changed the metabolic pathways of porphyrin and chlorophyll, pyrimidine, and purine metabolisms in brown rice. In addition, phosphonate and phosphinate metabolism, and arachidonic acid metabolism were differential metabolic pathways between WGBR-HTP and WGBR-T18. To sum up, there were obvious variations in metabolic compositions of rice, brown rice, WGBR, and WGBR-HTP. The changes of specific metabolites, such as flavonoids contributed to the antioxidant, anti-inflammatory, anti-cancer, and immunomodulatory effects of GBR. HTP may further improve the nutrition and storage of GBR through influencing specific metabolites, such as flavonoids and fatty acids.展开更多
We evaluated the effects of pre-germinated brown rice extract (PGBR ex) with enhanced levels of GABA on proliferation and apoptosis of neuronal SK-N-SH cells line. Firstly, we used HPLC methods to study the level of ...We evaluated the effects of pre-germinated brown rice extract (PGBR ex) with enhanced levels of GABA on proliferation and apoptosis of neuronal SK-N-SH cells line. Firstly, we used HPLC methods to study the level of γ-aminobutyric acid (GABA) in all rice extracts. We found that the concentration of GABA in the PGBR ex were 3 and 8 times higher than the GABA concentration in non-germinated brown rice (BR ex) and white rice (WR ex) compared with the stan- dard GABA respectively. Next we study the protective effects of brown rice extract by investigating various methods, we found that the effects of dose-dependent study by treated with PGBR ex, BR ex and WR ex at (0 - 4000 μg/ml). The data from MTT assay showed that the higher concentration of all rice extracts were not induced toxicity to SK-N-SH cells. To test the protective effect by study the viability of SK-N-SH cells. These results showed that PGBR ex and BR ex can protect cells by significantly increase cells survival up to 29.3% ± 0.01% and13.4% ± 0.07 % (p 56.9% ± 0.02 % (p < 0.05), compared with un- treated cells (control). Next study we test the effect of cells apoptotic by ROS assay and DNA fragmentation. The results showed that PGBR ex were definitely decrease the amount of ROS formation and had a little of DNA ladders comparable with condition that induced by 150 ?M H2O2. Our data indicating that PGBR ex with enhanced levels of GABA effectively inhibit SK-N-SH cells proliferation and apoptosis. These present results suggest that intake of PGBR and BR instead of WR is effective to protect cell proliferation and apoptosis which may be useful nutritional to prevent neuronal cells from neurodegenerative disease.展开更多
The discrete element method(DEM)was used in this study to numerically simulate the mixing process and motion law of particles in brown rice germination device.And the reliability of simulation experiments was verified...The discrete element method(DEM)was used in this study to numerically simulate the mixing process and motion law of particles in brown rice germination device.And the reliability of simulation experiments was verified through physical experiments.In the discrete element simulation experiment,there were three mixing stages in the mixing process of the particles.The particle motion conditions at different rotational speeds were rolling,cascading,cataracting and centrifuging.The lower the filling degree,the higher the particle mixing efficiency.The radial trajectory of the particles was approximated as an elliptical helix that continuously shrank towards the axis.The research results indicated that under the same speed and filling conditions,the motion of brown rice particles in both the simulated and physical test environments is rolling and the drop height is the same.展开更多
Brown rice was treated by segmented moisture conditioning to reach the suitable water content and aerated with air for germination.The effects of germination and aeration treatment on theγ-aminobutyric acid(GABA)cont...Brown rice was treated by segmented moisture conditioning to reach the suitable water content and aerated with air for germination.The effects of germination and aeration treatment on theγ-aminobutyric acid(GABA)content in germinated brown rice were studied.The results showed that the germination rate,glutamic acid,glutamate decarboxylase activity and GABA content in germinated brown rice increased significantly and then decreased with the increase of germination and aeration treatment parameters.Correlation analysis also revealed that there was a significant positive correlation between GABA accumulation and glutamic acid content,glutamate decarboxylase activity.These results suggested that the aeration treatment during germination following segmented moisture conditioning could contribute to a high GABA content of germinated brown rice.展开更多
The objective of this study was to analyze the content ofγ-aminobutyric acid(GABA)in germinated brown rice(GBR)by using near-infrared spectroscopy(NIRS)and the pretreatment method of wavelet de-noising(WD).The predic...The objective of this study was to analyze the content ofγ-aminobutyric acid(GABA)in germinated brown rice(GBR)by using near-infrared spectroscopy(NIRS)and the pretreatment method of wavelet de-noising(WD).The prediction accuracy of the NIRS model established by the Daubechies5 wavelet basis function at 3 level denoising treatment is the highest,the correlation coefficient for calibration(rc)is 0.931,the root mean square error of calibration(RMSEC)is 0.4038 mg/100 g,the Bias of calibration is 0.006,the correlation coefficient for prediction(rp)is 0.916,the root mean square error of prediction(RMSEP)is 0.4329 mg/100 g,the Bias of prediction is 0.010,and the ratio of performance to deviation(RPD)is 4.911.Results showed that the predicted and actual values had high correlation.Therefore,these results indicate that the NIRS model treated by WD is feasible to detect GABA content in GBR rapidly and nondestructively.展开更多
This study investigated the symbiotic and adverse consequence of hypogeal germination periods on nutrients and non-nutrient characteristics of brown rice(Oryza sativa).Brown rice paddy was subjected to hypogeal germin...This study investigated the symbiotic and adverse consequence of hypogeal germination periods on nutrients and non-nutrient characteristics of brown rice(Oryza sativa).Brown rice paddy was subjected to hypogeal germination for 0–72 h using one-factor design-response surface methodology(OFD-RSM)and evaluated for nutrients and non-nutrient characteristics.The results showed that hypogeal germination caused a significant(p<0.05)change in the proximate composition:protein(9.42–12.36%),fat(0.88–1.38%),ash(1.87–2.50%);anti-nutrients:saponin(2.03–2.22%),oxalate(2.44–3.45 mg/100 g),phytate(6.99–8.81 mg/100 g);functional properties:water absorption capacity,WAC(121.23–147.78%),oil absorption capacity,OAC(121.39–147.26%);antioxidants properties:2,2-diphenyl-1-picrylhydrazyl,DPPH(35.30–43.60%),ferric reducing antioxidant power,FRAP(0.054–0.119 mMolFe^(2+)),metal chelating activity,MCA(44.28–52.99%),total phenolic content,TPC(0.623–0.798 mg gallic acid equipvalent per gram(mgGAE/g)),total flavonoid content,TFC(43.47–50.63 mg rutin equivalent per gram(mgRUTIN/g));and mineral content:calcium(36.0–41.76 mg/100 g),phosphorus(82.53–94.32 mg/100 g),and magnesium(162.70–168.36 mg/100 g).Germination had significant symbiotic effects(linear and quadratic)on the proximate,DPPH,FRAP,MCA,TPC,WAC,OAC,and anti-nutrients.Whereas,adverse effects(linear and quadratic)of germination were noted in total flavonoids and anti-nutrients.Optimum hypogeal germination period of 72.18 h was established and corresponding protein(12.37 g/100 g),fat(1.37 g/100 g),fibre(2.15 g/100 g),moisture(10.07 g/100 g),DPPH(43.66%),FRAP(0.105mMolFe^(2+)),TPC(0.08mgGAE/g),TFC(50.25MgRUTIN/g),WAC(147.99%),OAC(147.29%),Calcium(41.77 mg/100 g),iron(0.207 mg/100 g),zinc(5.89 mg/100 g),phosphorus(94.77 mg/100 g).Phenolic compounds profile of the optimized germinated brown rice showed the presence of gallic acid(2.84 mg/100 g),4-hydroxy benzoic acid(3.41 mg/100 g),caffeic acid(4.63 mg/100 g),vanillic acid(6.19 mg/100 g),catechin(3.88 mg/100 g),chlorogenic acid(1.93 mg/100 g),ferulic acid(4.16 mg/100 g),and quercetin(1.27 mg/100 g)whereas,the non-germinated rice showed gallic acid(2.05 mg/100 g),4-hydroxy benzoic acid(2.53 mg/100 g),caffeic acid(4.11 mg/100 g),vanillic acid(6.08 mg/100 g),catechin(3.35 mg/100 g),chlorogenic acid(1.89 mg/100 g),ferulic acid(4.23 mg/100 g),and quercetin(1.29 mg/100 g).Hypogeal germinated brown rice could find application as a functional ingredient in food formulation.展开更多
基金Supported by a grant from the Korea Food Research Institute(Grant number:E0131601)
文摘Objective:To isolate and identify the anticancer compound against proliferation of human colon cancer cells from ethyl acetate(EtOAc)extract ol Phellinus linteus grown on germinated brown rice(PB).Methods:EtOAc extract of PB was partitioned with n-hexane,EtOAc,and water-saturated n-butanol.Anticancer compound of n-hexane layer was isolated and identified by HPLC and NMR,respectively.Cytotoxicity against HT-29 cells was tested by SRB assay.Results:The n-hexane layer obtained after solvent fractionation of PB EtOAc extracts showed a potent anticancer activity against the HT-29 cell line.Atractylenolide I,a eudesmane-type sesquiterpene lactone,a major anticancer substance of PB,was isolated from the n-hexane layer by silica gel column chromatography and preparative-HPLC.This structure was elucidated by one-and two-dimensional NMR spectroscopic data.Atractylenolide I has not been reported in mushrooms or rice as of yet.The isolated compound dose-dependently inhibited the growth of HT-29 human colon cancer cells.Conclusions:Atractylenolide I might contribute to the anticancer effect of PB.
基金funded by the National Key Research and Development Program of China(2021YFD2100902)the Outstanding Youth Project of Provincial Agricultural Science and Technology Innovation and Leaping Project,China(2022JCQN005)+1 种基金the Research Funding for Scientific Research Institutes in Heilongjiang Province,China(CZKYF2022-1-B021)the National Rice Industry Technology System,China。
文摘Hyperlipidemia is a frequent metabolic disorder that is closely associated with diet. It is believed that brown rice, containing the outer bran layer and germ, is beneficial for the remission of hyperlipidemia. This study established a rat model of hyperlipidemia by feeding a high-fat diet. The hypolipidemic potential of germinated brown rice(Gbrown) and germinated black rice(a germinated black-pigmented brown rice, Gblack) were explored in the model rats, mainly in the aspects of blood lipids, lipases, apolipoproteins, and inflammation. The gut microbiota in hyperlipidemic rats receiving diverse dietary interventions was determined by 16S rDNA sequencing. The results showed that the intervention of Gbrown/Gblack alleviated the hyperlipidemia in rats, evidenced by decreased TC, TG, LDL-C, and apolipoprotein B, and increased HDL-C, HL, LPL, LCAT, and apolipoprotein A1. Gbrown/Gblack also weakened the inflammation in hyperlipidemia rats, evidenced by decreased TNF-α, IL-6, and ET-1. In addition, 16S rDNA sequencing revealed that the diet of Gbrown/Gblack elevated the abundance and diversity of gut microbiota in hyperlipidemia rats. At the phylum level, Gbrown/Gblack decreased Firmicutes, increased Bacteroidetes, and decreased the F/B ratio in hyperlipidemia rats. At the genus level, Gbrown/Gblack decreased Streptococcus and increased Ruminococcus and Allobaculum in hyperlipidemia rats. Some differential microbial genera relating to lipid metabolism were also determined, such as the Lachnospira and Ruminococcus in the Gblack group, and the Phascolarctobacterium, Dorea, Turicibacter, and Escherichia-Shigella in the Gbrown group. Notably, the beneficial effect of Gblack was stronger than Gbrown. To sum up, the dietary interventions of Gbrown/Gblack contributed to the remission of hyperlipidemia by alleviating the dysbiosis of gut microbiota.
文摘Germinated brown rice(GBR)is rich in gamma oryzanol which increase its consumption popularity,particularly in the health food market.The objective of this research was to apply the near infraredspectroscopy(NIRS)for evaluation of gamma oryzanol of the germinated brown rice.The germinated brown rice samples were prepared from germinated rough rice(soaked for 24 and 48 h,incubated for 0,6,12,18,24,30 and 36 h)and purchased from local supermar kets.The germinated brown rice sampleswere subjected to NIR scanning before the evaluation of gamma oryzanol by using partial extractionmet hodology.The prediction model was established by partial least square regression(PLSR)andvalidated by full cross validation method.The NIRS model established from various varieties of germinated brown rice bought from diferent markets by first derivatives+vector normalizationpretreated spectra showed the optimal prediction with the correlation of determination(R?),root mean squared error of cross validation(RMSECV),and bias of 0.934,8.84×10^(-5) mg/100 g drymatter and 1.06×10^(-5) mg/100 g dry matter,respectively.This is the first report on the application of NIRS in the evaluation of gamma oryzanol of the germinated brown rice.This information is veryuseful to the germinated brown rice production factory and consumers.
基金funded by the National Key Research and Development Program of China(2021YFD2100902)the Major Science and Technology Program of Heilongjiang,China(2019ZX08B02)+2 种基金the Research Funding for Scientific Research Institutes in Heilongjiang Province,China(CZKYF2021B001)the National Rice Industry Technology System,China(CARS-01-50)the Heilongjiang Touyan Team,China(HITTY-20190034)。
文摘Germination and processing are always accompanied by significant changes in the metabolic compositions of rice. In this study, polished rice(rice), brown rice, wet germinated brown rice(WGBR), high temperature and pressure-treated WGBR(WGBR-HTP), and low temperature-treated WGBR(WGBR-T18) were enrolled. An untargeted metabolomics assay isolated 6 122 positive ions and 4 224 negative ions(multiple difference ≥1.2 or ≤0.8333, P<0.05, and VIP≥1) by liquid chromatography-mass spectrum. These identified ions were mainly classified into three categories, including the compounds with biological roles, lipids, and phytochemical compounds. In addition to WGBR-T18 vs. WGBR, massive differential positive and negative ions were revealed between rice of different forms. Flavonoids, fatty acids, carboxylic acids, and organoxygen compounds were the dominant differential metabolites. Based on the Kyoto Encyclopedia of Genes and Genomes(KEGG) database, there 7 metabolic pathways(phenylalanine/tyrosine/tryptophan biosynthesis, histidine metabolism, betalain biosynthesis, C5-branched dibasic acid metabolism, purine metabolism, zeatin biosynthesis, and carbon metabolism) were determined between brown rice and rice. Germination changed the metabolic pathways of porphyrin and chlorophyll, pyrimidine, and purine metabolisms in brown rice. In addition, phosphonate and phosphinate metabolism, and arachidonic acid metabolism were differential metabolic pathways between WGBR-HTP and WGBR-T18. To sum up, there were obvious variations in metabolic compositions of rice, brown rice, WGBR, and WGBR-HTP. The changes of specific metabolites, such as flavonoids contributed to the antioxidant, anti-inflammatory, anti-cancer, and immunomodulatory effects of GBR. HTP may further improve the nutrition and storage of GBR through influencing specific metabolites, such as flavonoids and fatty acids.
文摘We evaluated the effects of pre-germinated brown rice extract (PGBR ex) with enhanced levels of GABA on proliferation and apoptosis of neuronal SK-N-SH cells line. Firstly, we used HPLC methods to study the level of γ-aminobutyric acid (GABA) in all rice extracts. We found that the concentration of GABA in the PGBR ex were 3 and 8 times higher than the GABA concentration in non-germinated brown rice (BR ex) and white rice (WR ex) compared with the stan- dard GABA respectively. Next we study the protective effects of brown rice extract by investigating various methods, we found that the effects of dose-dependent study by treated with PGBR ex, BR ex and WR ex at (0 - 4000 μg/ml). The data from MTT assay showed that the higher concentration of all rice extracts were not induced toxicity to SK-N-SH cells. To test the protective effect by study the viability of SK-N-SH cells. These results showed that PGBR ex and BR ex can protect cells by significantly increase cells survival up to 29.3% ± 0.01% and13.4% ± 0.07 % (p 56.9% ± 0.02 % (p < 0.05), compared with un- treated cells (control). Next study we test the effect of cells apoptotic by ROS assay and DNA fragmentation. The results showed that PGBR ex were definitely decrease the amount of ROS formation and had a little of DNA ladders comparable with condition that induced by 150 ?M H2O2. Our data indicating that PGBR ex with enhanced levels of GABA effectively inhibit SK-N-SH cells proliferation and apoptosis. These present results suggest that intake of PGBR and BR instead of WR is effective to protect cell proliferation and apoptosis which may be useful nutritional to prevent neuronal cells from neurodegenerative disease.
基金the National Natural Science Foundation of China(Grant No.32001423)Natural Science Foundation of Hubei Province(Grant No.2020CFB471)+2 种基金Huazhong Agricultural University College Students Science and Technology Innovation Fund Project(Grant No.2022255)Fundamental Research Funds for the Central Universities(Grant No.2662020GXPY017)First Division Alar City Science and Technology Plan Project(Grant No.2023ZB01)for financial support and all of the persons who assisted in this writing.
文摘The discrete element method(DEM)was used in this study to numerically simulate the mixing process and motion law of particles in brown rice germination device.And the reliability of simulation experiments was verified through physical experiments.In the discrete element simulation experiment,there were three mixing stages in the mixing process of the particles.The particle motion conditions at different rotational speeds were rolling,cascading,cataracting and centrifuging.The lower the filling degree,the higher the particle mixing efficiency.The radial trajectory of the particles was approximated as an elliptical helix that continuously shrank towards the axis.The research results indicated that under the same speed and filling conditions,the motion of brown rice particles in both the simulated and physical test environments is rolling and the drop height is the same.
基金The authors acknowledge that this work was financially supported by the Fundamental Research Funds for the Central Universities(2662020GXPY017,2662015QD043)Opening Subject for Key Laboratory of Modern Agriculture,Tarim University(TDNG20160102)for financial support and all of the persons who assisted in this writing.
文摘Brown rice was treated by segmented moisture conditioning to reach the suitable water content and aerated with air for germination.The effects of germination and aeration treatment on theγ-aminobutyric acid(GABA)content in germinated brown rice were studied.The results showed that the germination rate,glutamic acid,glutamate decarboxylase activity and GABA content in germinated brown rice increased significantly and then decreased with the increase of germination and aeration treatment parameters.Correlation analysis also revealed that there was a significant positive correlation between GABA accumulation and glutamic acid content,glutamate decarboxylase activity.These results suggested that the aeration treatment during germination following segmented moisture conditioning could contribute to a high GABA content of germinated brown rice.
基金The authors express their acknowledgment to the National Natural Science Foundation of China(Grant No.32001423)Natural Science Foundation of Hubei Province(Grant No.2020CFB471)+1 种基金Fundamental Research Funds for the Central Universities(Grant No.2662020GXPY017)Opening Subject for Key Laboratory of Modern Agriculture,Tarim University(Grant No.TDNG2021104)for financial support and all of the persons who assisted in this writing.
文摘The objective of this study was to analyze the content ofγ-aminobutyric acid(GABA)in germinated brown rice(GBR)by using near-infrared spectroscopy(NIRS)and the pretreatment method of wavelet de-noising(WD).The prediction accuracy of the NIRS model established by the Daubechies5 wavelet basis function at 3 level denoising treatment is the highest,the correlation coefficient for calibration(rc)is 0.931,the root mean square error of calibration(RMSEC)is 0.4038 mg/100 g,the Bias of calibration is 0.006,the correlation coefficient for prediction(rp)is 0.916,the root mean square error of prediction(RMSEP)is 0.4329 mg/100 g,the Bias of prediction is 0.010,and the ratio of performance to deviation(RPD)is 4.911.Results showed that the predicted and actual values had high correlation.Therefore,these results indicate that the NIRS model treated by WD is feasible to detect GABA content in GBR rapidly and nondestructively.
文摘This study investigated the symbiotic and adverse consequence of hypogeal germination periods on nutrients and non-nutrient characteristics of brown rice(Oryza sativa).Brown rice paddy was subjected to hypogeal germination for 0–72 h using one-factor design-response surface methodology(OFD-RSM)and evaluated for nutrients and non-nutrient characteristics.The results showed that hypogeal germination caused a significant(p<0.05)change in the proximate composition:protein(9.42–12.36%),fat(0.88–1.38%),ash(1.87–2.50%);anti-nutrients:saponin(2.03–2.22%),oxalate(2.44–3.45 mg/100 g),phytate(6.99–8.81 mg/100 g);functional properties:water absorption capacity,WAC(121.23–147.78%),oil absorption capacity,OAC(121.39–147.26%);antioxidants properties:2,2-diphenyl-1-picrylhydrazyl,DPPH(35.30–43.60%),ferric reducing antioxidant power,FRAP(0.054–0.119 mMolFe^(2+)),metal chelating activity,MCA(44.28–52.99%),total phenolic content,TPC(0.623–0.798 mg gallic acid equipvalent per gram(mgGAE/g)),total flavonoid content,TFC(43.47–50.63 mg rutin equivalent per gram(mgRUTIN/g));and mineral content:calcium(36.0–41.76 mg/100 g),phosphorus(82.53–94.32 mg/100 g),and magnesium(162.70–168.36 mg/100 g).Germination had significant symbiotic effects(linear and quadratic)on the proximate,DPPH,FRAP,MCA,TPC,WAC,OAC,and anti-nutrients.Whereas,adverse effects(linear and quadratic)of germination were noted in total flavonoids and anti-nutrients.Optimum hypogeal germination period of 72.18 h was established and corresponding protein(12.37 g/100 g),fat(1.37 g/100 g),fibre(2.15 g/100 g),moisture(10.07 g/100 g),DPPH(43.66%),FRAP(0.105mMolFe^(2+)),TPC(0.08mgGAE/g),TFC(50.25MgRUTIN/g),WAC(147.99%),OAC(147.29%),Calcium(41.77 mg/100 g),iron(0.207 mg/100 g),zinc(5.89 mg/100 g),phosphorus(94.77 mg/100 g).Phenolic compounds profile of the optimized germinated brown rice showed the presence of gallic acid(2.84 mg/100 g),4-hydroxy benzoic acid(3.41 mg/100 g),caffeic acid(4.63 mg/100 g),vanillic acid(6.19 mg/100 g),catechin(3.88 mg/100 g),chlorogenic acid(1.93 mg/100 g),ferulic acid(4.16 mg/100 g),and quercetin(1.27 mg/100 g)whereas,the non-germinated rice showed gallic acid(2.05 mg/100 g),4-hydroxy benzoic acid(2.53 mg/100 g),caffeic acid(4.11 mg/100 g),vanillic acid(6.08 mg/100 g),catechin(3.35 mg/100 g),chlorogenic acid(1.89 mg/100 g),ferulic acid(4.23 mg/100 g),and quercetin(1.29 mg/100 g).Hypogeal germinated brown rice could find application as a functional ingredient in food formulation.