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Impact of 2′-fucosyllactose on adult gut microbiota composition and metabolome based on colonic fermentation and prebiotic quantitative evaluation
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-03-26 DOI: 10.1111/1750-3841.70084
Xinmiao Ren, Mengshi Xiao, Ling Zhang, Hang Zhang, Rong Li, Changliang Zhu, Dongyu Li, Xiaodan Fu, Haijin Mou

2′-Fucosyllactose (2′-FL), a predominant human milk oligosaccharide, is widely employed as a commercial infant prebiotic. Nevertheless, the benefits of 2′-FL on complex gut microbiota need further exploration. The modulation of 2′-FL on adult gut microbiota composition and metabolome, particularly short-chain fatty acids (SCFAs) and tryptophan metabolism, was investigated via colonic fermentation, single bacterial strains cultivation, and prebiotic activity scoring evaluation. The 2′-FL fermentation in a complex microbial community indicated promising effects, including an increase in Bifidobacterium levels and changes in metabolic levels of tryptophan, SCFAs, and vitamins. Correlation analysis of microbiota and metabolome highlighted a positive correlation between Bifidobacterium and metabolites derived from SCFAs and indole. Scoring formulas for bacterial growth and substrate utilization were introduced to compare the overall response of 15 bacterial strains from key genera that were identified by 16S rRNA profiling to several prebiotics. In the cultivation of single bacterial strains, 2′-FL was selectively used by Bifidobacteria infantis and Enterococcus faecalis and was not degraded by potential pathogenic strains. This selective promotion of probiotics by 2′-FL was observed according to the scoring results, as 2′-FL showed higher scores for bacterial growth and substrate utilization when compared to galacto-oligosaccharides and fucose. This study demonstrated beneficial bifidogenic effect of 2′-FL in an adult complex microbial community and the potential of scoring evaluation as a quantitative tool for measuring the prebiotic effects of different oligosaccharides.

{"title":"Impact of 2′-fucosyllactose on adult gut microbiota composition and metabolome based on colonic fermentation and prebiotic quantitative evaluation","authors":"Xinmiao Ren,&nbsp;Mengshi Xiao,&nbsp;Ling Zhang,&nbsp;Hang Zhang,&nbsp;Rong Li,&nbsp;Changliang Zhu,&nbsp;Dongyu Li,&nbsp;Xiaodan Fu,&nbsp;Haijin Mou","doi":"10.1111/1750-3841.70084","DOIUrl":"https://doi.org/10.1111/1750-3841.70084","url":null,"abstract":"<p>2′-Fucosyllactose (2′-FL), a predominant human milk oligosaccharide, is widely employed as a commercial infant prebiotic. Nevertheless, the benefits of 2′-FL on complex gut microbiota need further exploration. The modulation of 2′-FL on adult gut microbiota composition and metabolome, particularly short-chain fatty acids (SCFAs) and tryptophan metabolism, was investigated via colonic fermentation, single bacterial strains cultivation, and prebiotic activity scoring evaluation. The 2′-FL fermentation in a complex microbial community indicated promising effects, including an increase in <i>Bifidobacterium</i> levels and changes in metabolic levels of tryptophan, SCFAs, and vitamins. Correlation analysis of microbiota and metabolome highlighted a positive correlation between <i>Bifidobacterium</i> and metabolites derived from SCFAs and indole. Scoring formulas for bacterial growth and substrate utilization were introduced to compare the overall response of 15 bacterial strains from key genera that were identified by 16S rRNA profiling to several prebiotics. In the cultivation of single bacterial strains, 2′-FL was selectively used by <i>Bifidobacteria infantis</i> and <i>Enterococcus faecalis</i> and was not degraded by potential pathogenic strains. This selective promotion of probiotics by 2′-FL was observed according to the scoring results, as 2′-FL showed higher scores for bacterial growth and substrate utilization when compared to galacto-oligosaccharides and fucose. This study demonstrated beneficial bifidogenic effect of 2′-FL in an adult complex microbial community and the potential of scoring evaluation as a quantitative tool for measuring the prebiotic effects of different oligosaccharides.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":"90 3","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Growth responses of Aspergillus and Penicillium species under modified atmospheric conditions: An in vitro and partially baked roll study
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-03-26 DOI: 10.1111/1750-3841.70138
Giverny Ganz, Nadine Rüegg, Andrea Tönz, Selçuk Yildirim, Susanne Miescher Schwenninger

The present study focuses on the shelf-life extension of partially baked rolls using modified atmosphere packaging in combination with oxygen scavenging technology. The strategy used was to isolate and identify molds from a bakery environment and to test the effect of CO2 on their growth. In vitro testing was performed as a preselection for mold strains that are able to grow under 80% CO2, after which the growth on partially baked rolls was investigated. It was found that strains of Penicillium are more resilient to high CO2 concentrations, compared to Aspergillus strains, both in vitro and on partially baked rolls. Growth of P. crustosum SB20 and P. paneum SB14; and A. clavatus SB03 and A. oryzae SB02 on partially baked rolls was delayed by 7 and 14 days, respectively, under 80% CO2 and 20% O2 compared to normal atmosphere. The delay in growth of A. clavatus SB03 could further be extended by 2–3 days, with an oxygen concentration reduced to 1%; however, a reduction to 0.5% oxygen no longer made a difference. The growth of P. paneum SB14 was not influenced by the reduction of oxygen. The only condition under which both strains were not able to grow within a period of 61 days was under 80% CO2 and 20% N2, with an oxygen absorber inside the packaging. The study demonstrated that to effectively examine the impact of modified atmosphere on the mold-free shelf-life of bakery products, it is crucial to select and conduct tests using mold species from the production environment.

Practical Application

The influence of CO2 on the growth and sporulation of mold varies depending on the tested strain and species. To analyze the effects of packaging conditions (modified atmosphere packaging or O2 scavengers) on the mold-free shelf-life of bakery products/food products, it is essential to utilize molds that have been isolated from either the product being tested or the manufacturing environment.

{"title":"Growth responses of Aspergillus and Penicillium species under modified atmospheric conditions: An in vitro and partially baked roll study","authors":"Giverny Ganz,&nbsp;Nadine Rüegg,&nbsp;Andrea Tönz,&nbsp;Selçuk Yildirim,&nbsp;Susanne Miescher Schwenninger","doi":"10.1111/1750-3841.70138","DOIUrl":"https://doi.org/10.1111/1750-3841.70138","url":null,"abstract":"<div>\u0000 \u0000 <section>\u0000 \u0000 \u0000 <p>The present study focuses on the shelf-life extension of partially baked rolls using modified atmosphere packaging in combination with oxygen scavenging technology. The strategy used was to isolate and identify molds from a bakery environment and to test the effect of CO<sub>2</sub> on their growth. In vitro testing was performed as a preselection for mold strains that are able to grow under 80% CO<sub>2</sub>, after which the growth on partially baked rolls was investigated. It was found that strains of <i>Penicillium</i> are more resilient to high CO<sub>2</sub> concentrations, compared to <i>Aspergillus</i> strains, both in vitro and on partially baked rolls. Growth of <i>P. crustosum</i> SB20 and <i>P. paneum</i> SB14; and <i>A. clavatus</i> SB03 and <i>A. oryzae</i> SB02 on partially baked rolls was delayed by 7 and 14 days, respectively, under 80% CO<sub>2</sub> and 20% O<sub>2</sub> compared to normal atmosphere. The delay in growth of <i>A. clavatus</i> SB03 could further be extended by 2–3 days, with an oxygen concentration reduced to 1%; however, a reduction to 0.5% oxygen no longer made a difference. The growth of <i>P. paneum</i> SB14 was not influenced by the reduction of oxygen. The only condition under which both strains were not able to grow within a period of 61 days was under 80% CO<sub>2</sub> and 20% N<sub>2</sub>, with an oxygen absorber inside the packaging. The study demonstrated that to effectively examine the impact of modified atmosphere on the mold-free shelf-life of bakery products, it is crucial to select and conduct tests using mold species from the production environment.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Practical Application</h3>\u0000 \u0000 <p>The influence of CO<sub>2</sub> on the growth and sporulation of mold varies depending on the tested strain and species. To analyze the effects of packaging conditions (modified atmosphere packaging or O<sub>2</sub> scavengers) on the mold-free shelf-life of bakery products/food products, it is essential to utilize molds that have been isolated from either the product being tested or the manufacturing environment.</p>\u0000 </section>\u0000 </div>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":"90 3","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Properties of Sodium alginate-polysaccharide-modified selenium nanoparticles and its application in the preservation of fresh-cut Bamboo shoots (Pleioblastus amarus)
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-03-26 DOI: 10.1111/1750-3841.70103
Yu Lei, Mengjuan Pan, Hongwang Dong, Aiyuan Lyu, Daikun Chen, Dong Li, Mengsheng Deng

To enhance the shelf life of fresh-cut bitter bamboo shoots (Pleioblastus amarus), this study developed three distinct solutions: selenium nanoparticles (SeNPs), polysaccharide-modified selenium nanoparticles (SeNPs-sa), and sodium alginate-polysaccharide-modified selenium nanoparticles (SA&SeNPs-sa). The solutions were characterized, and their antioxidant activities were compared to identify the most stable and effective formulation for preserving fresh-cut bitter bamboo shoots. The results revealed that the synthesized selenium nanoparticles were spherical, with an average diameter of 86.96 nm and a ζ-potential of −3.81 mV. Ultraviolet spectroscopy and energy spectrum analysis confirmed their identity as SeNPs. Upon interaction with sodium alginate (SA), the average particle sizes of SeNPs-sa and SA&SeNPs-sa increased to 91.07 and 120.43 nm, respectively, with ζ-potentials of −18.27 mV and −39.43 mV. The shift in the absorption peaks observed in the infrared analysis further indicates that the stability of SA&SeNPs-sa is greater than that of SeNPs and SeNPs-sa. Regarding antioxidant activity, SA&SeNPs-sa exhibited superior 2,2-diphenyl-1-picrylhydrazyl (DPPH) and ABTS+ radical scavenging rates of 57.91% and 55.80%, respectively, significantly outperforming SeNPs and SeNPs-sa. Subsequent experiments evaluated the preservation effects of SA and SA&SeNPs-sa on fresh-cut bitter bamboo shoots. Compared to the control and SAtreated groups, SA&SeNPs-sa effectively delayed yellowing by inhibiting polyphenol oxidase and peroxidase activities, while maintaining higher catalase activity and total phenolic content. Furthermore, this treatment significantly reduced weight loss and respiratory intensity, slowed the degradation of soluble proteins and total sugars, and inhibited microbial proliferation on the surface. In conclusion, the SA&SeNPs-sa treatment effectively mitigated quality deterioration and significantly extended the shelf life of fresh-cut bitter bamboo shoots.

Practical Application

The deterioration of fruits and vegetables after cutting causes a decrease in economic value. In this study, composite coatings were fabricated by using sodium alginate as a film-forming matrix and adding selenium nanoparticles to extend the shelf life of fresh-cut bitter bamboo shoots. These coatings are easy to produce and apply and provide a sustainable solution to reduce waste of fresh-cut fruits and vegetables.

{"title":"Properties of Sodium alginate-polysaccharide-modified selenium nanoparticles and its application in the preservation of fresh-cut Bamboo shoots (Pleioblastus amarus)","authors":"Yu Lei,&nbsp;Mengjuan Pan,&nbsp;Hongwang Dong,&nbsp;Aiyuan Lyu,&nbsp;Daikun Chen,&nbsp;Dong Li,&nbsp;Mengsheng Deng","doi":"10.1111/1750-3841.70103","DOIUrl":"https://doi.org/10.1111/1750-3841.70103","url":null,"abstract":"<div>\u0000 \u0000 <section>\u0000 \u0000 \u0000 <p>To enhance the shelf life of fresh-cut bitter bamboo shoots (<i>Pleioblastus amarus</i>), this study developed three distinct solutions: selenium nanoparticles (SeNPs), polysaccharide-modified selenium nanoparticles (SeNPs-sa), and sodium alginate-polysaccharide-modified selenium nanoparticles (SA&amp;SeNPs-sa). The solutions were characterized, and their antioxidant activities were compared to identify the most stable and effective formulation for preserving fresh-cut bitter bamboo shoots. The results revealed that the synthesized selenium nanoparticles were spherical, with an average diameter of 86.96 nm and a <i>ζ</i>-potential of −3.81 mV. Ultraviolet spectroscopy and energy spectrum analysis confirmed their identity as SeNPs. Upon interaction with sodium alginate (SA), the average particle sizes of SeNPs-sa and SA&amp;SeNPs-sa increased to 91.07 and 120.43 nm, respectively, with ζ-potentials of −18.27 mV and −39.43 mV. The shift in the absorption peaks observed in the infrared analysis further indicates that the stability of SA&amp;SeNPs-sa is greater than that of SeNPs and SeNPs-sa. Regarding antioxidant activity, SA&amp;SeNPs-sa exhibited superior 2,2-diphenyl-1-picrylhydrazyl (DPPH) and ABTS<sup>+</sup> radical scavenging rates of 57.91% and 55.80%, respectively, significantly outperforming SeNPs and SeNPs-sa. Subsequent experiments evaluated the preservation effects of SA and SA&amp;SeNPs-sa on fresh-cut bitter bamboo shoots. Compared to the control and SAtreated groups, SA&amp;SeNPs-sa effectively delayed yellowing by inhibiting polyphenol oxidase and peroxidase activities, while maintaining higher catalase activity and total phenolic content. Furthermore, this treatment significantly reduced weight loss and respiratory intensity, slowed the degradation of soluble proteins and total sugars, and inhibited microbial proliferation on the surface. In conclusion, the SA&amp;SeNPs-sa treatment effectively mitigated quality deterioration and significantly extended the shelf life of fresh-cut bitter bamboo shoots.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Practical Application</h3>\u0000 \u0000 <p>The deterioration of fruits and vegetables after cutting causes a decrease in economic value. In this study, composite coatings were fabricated by using sodium alginate as a film-forming matrix and adding selenium nanoparticles to extend the shelf life of fresh-cut bitter bamboo shoots. These coatings are easy to produce and apply and provide a sustainable solution to reduce waste of fresh-cut fruits and vegetables.</p>\u0000 </section>\u0000 </div>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":"90 3","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lentinan alleviates cadmium-induced kidney injury by reducing cadmium accumulation via promoting cadmium excretion and metallothionein synthesis and regulating silencing information regulator1/nuclear factor erythroid 2–related factor 2/nuclear factor kappa-B signaling pathway
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-03-26 DOI: 10.1111/1750-3841.70163
Xiaoxiao Wang, Guangshan Zhao, Qiuyan Zhao, Mei Hu, Yinping Wang, Qian Li, Shiqiong Wang, Mingwu Qiao, Yue Shen, Ning Li, Xianqing Huang, Dongxu Wang, Ren-You Gan, Lianjun Song

Cadmium (Cd) is a widely distributed environmental heavy metal pollutant. It is extremely toxic to the kidney. This study investigated the potential mechanisms of action of lentinan (LNT), a fungal polysaccharide, on protecting against Cd-induced kidney injury in mice. Male Kunming mice were administered with CdCl2 (2.5 mg/kg/b.w.) by intragastric gavage and LNT in drinking water (1 mg/mL) for 10 weeks. Histological examination revealed that LNT reduced the glomerular atrophy, lymphocyte infiltration, tubular congestion, and collagen accumulation caused by Cd exposure. However, oral administration of LNT decreased Cd levels in kidney by promoting the excretion of Cd in feces and increasing the production of metallothionein (MT) in the kidney. In addition, LNT treatment alleviated Cd-induced kidney excessive mitophagy by upregulating silencing information regulator1 (SIRT1) and prevented subsequent oxidative stress and inflammatory responses by upregulating nuclear factor erythroid 2–related factor 2 (Nrf2) and downregulating nuclear factor kappa-B (NF-κB) signaling pathways. Further, the protein expression levels of profibrotic factors, including Tgf-β1, alpha smooth muscle actin, and collagen type I alpha 1 chain, and the progression of fibrosis, were significantly reduced in the kidneys of mice treated with LNT. Collectively, our findings suggest that LNT can relieve the nephrotoxicity of Cd by decreasing its accumulation via promoting Cd excretion and MT synthesis and regulating the SIRT1/Nrf2/NF-κB signaling pathway.

{"title":"Lentinan alleviates cadmium-induced kidney injury by reducing cadmium accumulation via promoting cadmium excretion and metallothionein synthesis and regulating silencing information regulator1/nuclear factor erythroid 2–related factor 2/nuclear factor kappa-B signaling pathway","authors":"Xiaoxiao Wang,&nbsp;Guangshan Zhao,&nbsp;Qiuyan Zhao,&nbsp;Mei Hu,&nbsp;Yinping Wang,&nbsp;Qian Li,&nbsp;Shiqiong Wang,&nbsp;Mingwu Qiao,&nbsp;Yue Shen,&nbsp;Ning Li,&nbsp;Xianqing Huang,&nbsp;Dongxu Wang,&nbsp;Ren-You Gan,&nbsp;Lianjun Song","doi":"10.1111/1750-3841.70163","DOIUrl":"https://doi.org/10.1111/1750-3841.70163","url":null,"abstract":"<p>Cadmium (Cd) is a widely distributed environmental heavy metal pollutant. It is extremely toxic to the kidney. This study investigated the potential mechanisms of action of lentinan (LNT), a fungal polysaccharide, on protecting against Cd-induced kidney injury in mice. Male Kunming mice were administered with CdCl<sub>2</sub> (2.5 mg/kg/b.w.) by intragastric gavage and LNT in drinking water (1 mg/mL) for 10 weeks. Histological examination revealed that LNT reduced the glomerular atrophy, lymphocyte infiltration, tubular congestion, and collagen accumulation caused by Cd exposure. However, oral administration of LNT decreased Cd levels in kidney by promoting the excretion of Cd in feces and increasing the production of metallothionein (MT) in the kidney. In addition, LNT treatment alleviated Cd-induced kidney excessive mitophagy by upregulating silencing information regulator1 (SIRT1) and prevented subsequent oxidative stress and inflammatory responses by upregulating nuclear factor erythroid 2–related factor 2 (Nrf2) and downregulating nuclear factor kappa-B (NF-κB) signaling pathways. Further, the protein expression levels of profibrotic factors, including Tgf-β1, alpha smooth muscle actin, and collagen type I alpha 1 chain, and the progression of fibrosis, were significantly reduced in the kidneys of mice treated with LNT. Collectively, our findings suggest that LNT can relieve the nephrotoxicity of Cd by decreasing its accumulation via promoting Cd excretion and MT synthesis and regulating the SIRT1/Nrf2/NF-κB signaling pathway.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":"90 3","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using pretrained models in ensemble learning for date fruits multiclass classification
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-03-26 DOI: 10.1111/1750-3841.70136
Murat Eser, Metin Bilgin, Elham Tahsin Yasin, Murat Koklu

Date fruits are a primary agricultural product that comes in a variety of textures, colors, and tastes; hence, the correct classification is crucial for quality control, automatic sorting, and commercial applications. Deep learning has surely shown critically improved image classification duties. In this research, the classification of nine different date fruit types by means of four well-known convolutional neural networks (CNNs), that is, DenseNet121, MobileNetV2, ResNet18, and VGG16 as well as an ensemble learning approach was objected. It is evaluated the proposed Dirichlet Ensemble which entails the predictions from the individual CNN models and the baseline architecture across multiple epochs. Toward the assessment, the accuracy, precision, recall, and F1-score were used. The results of the experiments revealed that the Dirichlet Ensemble is better than any single model out there with an accuracy of 98.61%, precision of 98.71%, recall of 98.61%, and an F1-score of 98.62%. DenseNet121 and MobileNetV2 were the standalone models with the highest accuracy of 96.92% and 95.83%, respectively, which is why they are very useful for a limited computing system. ResNet18 was by far the best model with a final accuracy of 92.35% and even outperformed VGG16 by 16%. VGG16's unsatisfactory performance with an accuracy of 73.24% clearly indicates its inability to handle complex classification tasks. The present work also showed the effectiveness of ensemble learning in enhancing the accuracy and robustness of classification. Future research could be investigating more advanced ensemble strategies and fine-tuning techniques to improve the generalization of modeling in food classification applications.

{"title":"Using pretrained models in ensemble learning for date fruits multiclass classification","authors":"Murat Eser,&nbsp;Metin Bilgin,&nbsp;Elham Tahsin Yasin,&nbsp;Murat Koklu","doi":"10.1111/1750-3841.70136","DOIUrl":"https://doi.org/10.1111/1750-3841.70136","url":null,"abstract":"<p>Date fruits are a primary agricultural product that comes in a variety of textures, colors, and tastes; hence, the correct classification is crucial for quality control, automatic sorting, and commercial applications. Deep learning has surely shown critically improved image classification duties. In this research, the classification of nine different date fruit types by means of four well-known convolutional neural networks (CNNs), that is, DenseNet121, MobileNetV2, ResNet18, and VGG16 as well as an ensemble learning approach was objected. It is evaluated the proposed Dirichlet Ensemble which entails the predictions from the individual CNN models and the baseline architecture across multiple epochs. Toward the assessment, the accuracy, precision, recall, and F1-score were used. The results of the experiments revealed that the Dirichlet Ensemble is better than any single model out there with an accuracy of 98.61%, precision of 98.71%, recall of 98.61%, and an F1-score of 98.62%. DenseNet121 and MobileNetV2 were the standalone models with the highest accuracy of 96.92% and 95.83%, respectively, which is why they are very useful for a limited computing system. ResNet18 was by far the best model with a final accuracy of 92.35% and even outperformed VGG16 by 16%. VGG16's unsatisfactory performance with an accuracy of 73.24% clearly indicates its inability to handle complex classification tasks. The present work also showed the effectiveness of ensemble learning in enhancing the accuracy and robustness of classification. Future research could be investigating more advanced ensemble strategies and fine-tuning techniques to improve the generalization of modeling in food classification applications.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":"90 3","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of ultrasound treatment in cantaloupe infrared drying process: Effects on moisture migration and microstructure
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-03-26 DOI: 10.1111/1750-3841.70156
Yousef Abbaspour-Gilandeh, Mohammad Kaveh, Safoura Zadhossein, Behnam Gheisary, Hany S. El-Mesery

Proper preservation and storage of fruits can prevent the wastage of these products and increase their availability outside the production season. With controlled and proper drying, nutrients and their color can be preserved. Cantaloupe slices were dried in a laboratory-scale infrared (IR) dryer with ultrasound (US) pretreatment. The influence of the US power and duration and different powers of IR dryers was analyzed. The drying processes were evaluated in terms of kinetic aspects (moisture ratio, time, and effective moisture diffusion (Deff)), specific energy consumption (SEC), quality of the product (water activity (aw), color variation, rehydration ratio (RR)), bioactive properties (antioxidant activity, total phenol, and total flavonoid content), and vitamin C. The mathematical models were also fitted with the experimental data to assess the kinetics of cantaloupe dying. The results indicated that US pretreatment could facilitate the moisture release due to the cavitation phenomenon, hence declining the drying time (from 13.3% to 63.4%) and SEC (13.2%–67.4%) while raising the Deff (2.83 × 10−9 to 1.99 × 10−8 m2/s). The Midilli et al. model was selected to model the drying process due to its minimum error. After US drying, cantaloupe samples with higher color variation, RR, TPC, and vitamin C were determined. Considering more desirable results, the higher the US power, the better the AA, TFC, and aw. At higher IR powers and longer US treatment, the quality of the samples showed a decline. The AA, TPC, TFC, and vitamin C showed an ascending trend followed by a decrease, raising the US time and IR power. The highest values were achieved for 30 min of US treatment and 500 W.

{"title":"Application of ultrasound treatment in cantaloupe infrared drying process: Effects on moisture migration and microstructure","authors":"Yousef Abbaspour-Gilandeh,&nbsp;Mohammad Kaveh,&nbsp;Safoura Zadhossein,&nbsp;Behnam Gheisary,&nbsp;Hany S. El-Mesery","doi":"10.1111/1750-3841.70156","DOIUrl":"https://doi.org/10.1111/1750-3841.70156","url":null,"abstract":"<p>Proper preservation and storage of fruits can prevent the wastage of these products and increase their availability outside the production season. With controlled and proper drying, nutrients and their color can be preserved. Cantaloupe slices were dried in a laboratory-scale infrared (IR) dryer with ultrasound (US) pretreatment. The influence of the US power and duration and different powers of IR dryers was analyzed. The drying processes were evaluated in terms of kinetic aspects (moisture ratio, time, and effective moisture diffusion (<i>D</i><sub>eff</sub>)), specific energy consumption (SEC), quality of the product (water activity (<i>a<sub>w</sub></i>), color variation, rehydration ratio (RR)), bioactive properties (antioxidant activity, total phenol, and total flavonoid content), and vitamin C. The mathematical models were also fitted with the experimental data to assess the kinetics of cantaloupe dying. The results indicated that US pretreatment could facilitate the moisture release due to the cavitation phenomenon, hence declining the drying time (from 13.3% to 63.4%) and SEC (13.2%–67.4%) while raising the <i>D</i><sub>eff</sub> (2.83 × 10<sup>−9</sup> to 1.99 × 10<sup>−8</sup> m<sup>2</sup>/s). The Midilli et al. model was selected to model the drying process due to its minimum error. After US drying, cantaloupe samples with higher color variation, RR, TPC, and vitamin C were determined. Considering more desirable results, the higher the US power, the better the AA, TFC, and <i>a<sub>w</sub></i>. At higher IR powers and longer US treatment, the quality of the samples showed a decline. The AA, TPC, TFC, and vitamin C showed an ascending trend followed by a decrease, raising the US time and IR power. The highest values were achieved for 30 min of US treatment and 500 W.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":"90 3","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CRISPR/Cas12-mediated detection of GI and GII Norovirus in different food samples
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-03-26 DOI: 10.1111/1750-3841.70160
Shirui Gou, Yan Liu, Qianqian Li, Long Qiu, Zhiyong Liu, Yu Zhao

Norovirus is one of the leading causes of infectious diarrhea, occurring in about 18% of diarrhea cases worldwide. Norovirus is characterized by a low infectious dose, rapid onset, and strong transmission capacity. Given the lack of specific drugs and vaccines, developing efficient and accurate detection technologies is of great significance to prevent and control the spread of diseases. This study combined the reverse transcription loop-mediated isothermal amplification (RT-LAMP) technology with the clustered regularly interspaced short palindromic repeats (CRISPR) technology to develop a sensitive and rapid detection method, which can reduce the reliance on temperature control and expensive real-time fluorescent polymerase chain reaction (PCR) devices. The RT-LAMP/CRISPR Cas12a method demonstrated good specificity and sensitivity, testing food samples of three different substrates with 100% positive qualitative accuracy. The detection sensitivity is 32.8 copies/reaction for Norovirus GI and 22.8 copies/reaction for Norovirus GII. This method helps to effectively identify food products contaminated with Norovirus, thereby preventing human infections and economic losses due to disease outbreaks.

{"title":"CRISPR/Cas12-mediated detection of GI and GII Norovirus in different food samples","authors":"Shirui Gou,&nbsp;Yan Liu,&nbsp;Qianqian Li,&nbsp;Long Qiu,&nbsp;Zhiyong Liu,&nbsp;Yu Zhao","doi":"10.1111/1750-3841.70160","DOIUrl":"https://doi.org/10.1111/1750-3841.70160","url":null,"abstract":"<p>Norovirus is one of the leading causes of infectious diarrhea, occurring in about 18% of diarrhea cases worldwide. Norovirus is characterized by a low infectious dose, rapid onset, and strong transmission capacity. Given the lack of specific drugs and vaccines, developing efficient and accurate detection technologies is of great significance to prevent and control the spread of diseases. This study combined the reverse transcription loop-mediated isothermal amplification (RT-LAMP) technology with the clustered regularly interspaced short palindromic repeats (CRISPR) technology to develop a sensitive and rapid detection method, which can reduce the reliance on temperature control and expensive real-time fluorescent polymerase chain reaction (PCR) devices. The RT-LAMP/CRISPR Cas12a method demonstrated good specificity and sensitivity, testing food samples of three different substrates with 100% positive qualitative accuracy. The detection sensitivity is 32.8 copies/reaction for Norovirus GI and 22.8 copies/reaction for Norovirus GII. This method helps to effectively identify food products contaminated with Norovirus, thereby preventing human infections and economic losses due to disease outbreaks.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":"90 3","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bigels as capsaicin and gallic acid co-delivery systems: Controlled release and enhanced bioavailability
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-03-26 DOI: 10.1111/1750-3841.70147
Xinyao Wang, Hui Tang, Mengjuan Chen, Lingzhi Wu, Jingjing Liu, Yang Liu, Keying Qin, Shenghua Ding, Rongrong Wang, Liwen Jiang

With the evolving lifestyles and diets, natural bioactives with excellent nutritional value and specific health benefits are attracting increased attention. In this study, a bigel constructed by glycerol monolaurate (GML) and low acyl gellan gum (LA) was used as the co-delivery system to protect capsaicin (CAP) and gallic acid (GA). The results showed that CAP and GA in bigel exhibited higher stability than free ones. After 12 days at 4°C, the retention rates of CAP and GA in bigel were 71.13% and 83.34%, respectively, which increased by about 25.91% and 49.32% compared to that of free ones. In vitro digestion showed that the bigel exhibited significant controlled and sustained-release effects on CAP and GA. At the end of simulated intestinal digestion, >40% and 30% of CAP and GA were still not released from bigel. In the Caco-2 cell monolayers model, CAP and GA are mainly absorbed and transported by passive diffusion, and their bioavailabilities were increased by 1.35- and 1.77-fold compared to individually entrapped systems. Therefore, the stability and bioavailability of CAP and GA can be improved by co-encapsulating with GML-LA bigel.

Practical Application

Capsaicin (CAP) and gallic acid (GA) have multiple activities and are excellent bioenhancers. However, they are averse to application due to their low bioavailability. Bigel is an excellent co-delivery system that can effectively improve their bioavailabilities. In our previous study, based on monolaurate glycerides and low acyl gellan gum, a bigel with excellent properties was developed. This study further explored the effects of bigel on the stability, digestive release behavior and bioavailability of CAP and GA. Compared to free CAP and GA, bigel significantly improved their stability, achieved controlled release effects, and increased the bioavailability by 1.35 and 1.77 times, respectively. It provides a new perspective for the development of new functional foods.

{"title":"Bigels as capsaicin and gallic acid co-delivery systems: Controlled release and enhanced bioavailability","authors":"Xinyao Wang,&nbsp;Hui Tang,&nbsp;Mengjuan Chen,&nbsp;Lingzhi Wu,&nbsp;Jingjing Liu,&nbsp;Yang Liu,&nbsp;Keying Qin,&nbsp;Shenghua Ding,&nbsp;Rongrong Wang,&nbsp;Liwen Jiang","doi":"10.1111/1750-3841.70147","DOIUrl":"https://doi.org/10.1111/1750-3841.70147","url":null,"abstract":"<div>\u0000 \u0000 <section>\u0000 \u0000 \u0000 <p>With the evolving lifestyles and diets, natural bioactives with excellent nutritional value and specific health benefits are attracting increased attention. In this study, a bigel constructed by glycerol monolaurate (GML) and low acyl gellan gum (LA) was used as the co-delivery system to protect capsaicin (CAP) and gallic acid (GA). The results showed that CAP and GA in bigel exhibited higher stability than free ones. After 12 days at 4°C, the retention rates of CAP and GA in bigel were 71.13% and 83.34%, respectively, which increased by about 25.91% and 49.32% compared to that of free ones. In vitro digestion showed that the bigel exhibited significant controlled and sustained-release effects on CAP and GA. At the end of simulated intestinal digestion, &gt;40% and 30% of CAP and GA were still not released from bigel. In the Caco-2 cell monolayers model, CAP and GA are mainly absorbed and transported by passive diffusion, and their bioavailabilities were increased by 1.35- and 1.77-fold compared to individually entrapped systems. Therefore, the stability and bioavailability of CAP and GA can be improved by co-encapsulating with GML-LA bigel.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Practical Application</h3>\u0000 \u0000 <p>Capsaicin (CAP) and gallic acid (GA) have multiple activities and are excellent bioenhancers. However, they are averse to application due to their low bioavailability. Bigel is an excellent co-delivery system that can effectively improve their bioavailabilities. In our previous study, based on monolaurate glycerides and low acyl gellan gum, a bigel with excellent properties was developed. This study further explored the effects of bigel on the stability, digestive release behavior and bioavailability of CAP and GA. Compared to free CAP and GA, bigel significantly improved their stability, achieved controlled release effects, and increased the bioavailability by 1.35 and 1.77 times, respectively. It provides a new perspective for the development of new functional foods.</p>\u0000 </section>\u0000 </div>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":"90 3","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of cultivar and maturity of persimmons on the quality of processed chips: A study of nutritional, sensory, and physical attributes
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-03-26 DOI: 10.1111/1750-3841.70151
Lanlan Hu, Zhen Wang, Yingheng Zhu, Chuang Wang, Ibrahim Khalifa, Hao Zhang, Yangyang Jia, Xinhong Liang

Persimmons are highly valued for their rich nutritional profile and health benefits; however, their perishability leads to significant post-harvest losses and limits market potential. This study addresses these challenges by investigating the processing of persimmons into chips, focusing on three widely cultivated Chinese cultivars: Fuyu, Youhou, and Gongchengyueshi. Among them, Gongchengyueshi chips demonstrated superior sensory attributes (88.14 out of 100 points), excellent rehydration capacity (4.03 ± 0.19), favorable texture properties (rupture time: 0.44 ± 0.09 s; rupture energy: 1374.91 ± 317.66 g·s), and phenolic content (60.46 ± 1.90 mg/g), highlighting their potential as functional snacks. Additionally, the ripening stage significantly impacted the physicochemical and texture properties of persimmon chips, with mature fruits yielding softer yet more nutrient-dense products. Medium maturity Gongchengyueshi persimmons were identified as the optimal raw material, striking a balance between nutritional benefits and desirable sensory attributes. In conclusion, this study provides new insights into cultivar selection and maturity stage optimization for persimmon chip production, offering a viable strategy to enhance the commercial value of persimmons while reducing post-harvest losses.

{"title":"Effect of cultivar and maturity of persimmons on the quality of processed chips: A study of nutritional, sensory, and physical attributes","authors":"Lanlan Hu,&nbsp;Zhen Wang,&nbsp;Yingheng Zhu,&nbsp;Chuang Wang,&nbsp;Ibrahim Khalifa,&nbsp;Hao Zhang,&nbsp;Yangyang Jia,&nbsp;Xinhong Liang","doi":"10.1111/1750-3841.70151","DOIUrl":"https://doi.org/10.1111/1750-3841.70151","url":null,"abstract":"<p>Persimmons are highly valued for their rich nutritional profile and health benefits; however, their perishability leads to significant post-harvest losses and limits market potential. This study addresses these challenges by investigating the processing of persimmons into chips, focusing on three widely cultivated Chinese cultivars: <i>Fuyu</i>, <i>Youhou</i>, and <i>Gongchengyueshi</i>. Among them, <i>Gongchengyueshi</i> chips demonstrated superior sensory attributes (88.14 out of 100 points), excellent rehydration capacity (4.03 ± 0.19), favorable texture properties (rupture time: 0.44 ± 0.09 s; rupture energy: 1374.91 ± 317.66 g·s), and phenolic content (60.46 ± 1.90 mg/g), highlighting their potential as functional snacks. Additionally, the ripening stage significantly impacted the physicochemical and texture properties of persimmon chips, with mature fruits yielding softer yet more nutrient-dense products. Medium maturity <i>Gongchengyueshi</i> persimmons were identified as the optimal raw material, striking a balance between nutritional benefits and desirable sensory attributes. In conclusion, this study provides new insights into cultivar selection and maturity stage optimization for persimmon chip production, offering a viable strategy to enhance the commercial value of persimmons while reducing post-harvest losses.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":"90 3","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698945","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Valorization of garlic (Allium sativum L.) byproducts: Bioactive compounds, biological properties, and applications
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-03-26 DOI: 10.1111/1750-3841.70152
Mukul Jain, Nil Patil, Arifullah Mohammed, Zulhazman Hamzah

A multifunctional crop, garlic (Allium sativum L.) belongs to Amaryllidaceae family. It is of high medicinal, nutraceutical, and culinary importance. Its products, including essential oil, aged garlic extract, aged black garlic, and garlic powder, are a potential storehouse of organosulfur compounds, flavonoids, and saponins with diverse biological properties, which include antioxidant, anti-inflammatory, antimicrobial, and cardio-protective properties. These developments recently drew in significant therapeutic powers through a better control mechanism in chronic diseases, including cancer, cardiovascular, neurodegenerative conditions, and hypertension. The processing of garlic byproducts usually increases their efficacy through the improvement of bioavailability and reducibility of undesirable characteristics such as odor. More so, supercritical fluid extraction and ultrasound-assisted methods have improved isolation yields of bioactive compounds with stronger stability. This review puts emphasis on the biochemical composition and biological properties of garlic byproducts, underlining their use as sustainable and effective natural medicine sources. The findings have placed an emphasis on the use of garlic byproducts in functional foods and pharmaceutical preparations to deal with global health challenges. Future research should be aimed at eliciting information on pharmacokinetics, safety, and long-term efficacy of these byproducts from garlic in order to fully appraise them in the clinical field.

{"title":"Valorization of garlic (Allium sativum L.) byproducts: Bioactive compounds, biological properties, and applications","authors":"Mukul Jain,&nbsp;Nil Patil,&nbsp;Arifullah Mohammed,&nbsp;Zulhazman Hamzah","doi":"10.1111/1750-3841.70152","DOIUrl":"https://doi.org/10.1111/1750-3841.70152","url":null,"abstract":"<p>A multifunctional crop, garlic (<i>Allium sativum</i> L.) belongs to Amaryllidaceae family. It is of high medicinal, nutraceutical, and culinary importance. Its products, including essential oil, aged garlic extract, aged black garlic, and garlic powder, are a potential storehouse of organosulfur compounds, flavonoids, and saponins with diverse biological properties, which include antioxidant, anti-inflammatory, antimicrobial, and cardio-protective properties. These developments recently drew in significant therapeutic powers through a better control mechanism in chronic diseases, including cancer, cardiovascular, neurodegenerative conditions, and hypertension. The processing of garlic byproducts usually increases their efficacy through the improvement of bioavailability and reducibility of undesirable characteristics such as odor. More so, supercritical fluid extraction and ultrasound-assisted methods have improved isolation yields of bioactive compounds with stronger stability. This review puts emphasis on the biochemical composition and biological properties of garlic byproducts, underlining their use as sustainable and effective natural medicine sources. The findings have placed an emphasis on the use of garlic byproducts in functional foods and pharmaceutical preparations to deal with global health challenges. Future research should be aimed at eliciting information on pharmacokinetics, safety, and long-term efficacy of these byproducts from garlic in order to fully appraise them in the clinical field.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":"90 3","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1750-3841.70152","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Food Science
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