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Efficient Dataset Generation for Stacked Meat Products Instance Segmentation in Food Automation
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作者 Hoang Minh Pham Anh Dong Le +2 位作者 Pablo Malvido-Fresnillo Saigopal Vasudevan JoséL.Martínez Lastra 《IEEE/CAA Journal of Automatica Sinica》 2026年第1期224-226,共3页
Dear Editor,This letter presents techniques to simplify dataset generation for instance segmentation of raw meat products,a critical step toward automating food production lines.Accurate segmentation is essential for ... Dear Editor,This letter presents techniques to simplify dataset generation for instance segmentation of raw meat products,a critical step toward automating food production lines.Accurate segmentation is essential for addressing challenges such as occlusions,indistinct edges,and stacked configurations,which demand large,diverse datasets.To meet these demands,we propose two complementary approaches:a semi-automatic annotation interface using tools like the segment anything model(SAM)and GrabCut and a synthetic data generation pipeline leveraging 3D-scanned models.These methods reduce reliance on real meat,mitigate food waste,and improve scalability.Experimental results demonstrate that incorporating synthetic data enhances segmentation model performance and,when combined with real data,further boosts accuracy,paving the way for more efficient automation in the food industry. 展开更多
关键词 dataset generation segment anything model sam food automation raw meat productsa automating food production linesaccurate instance segmentation stacked meat products semi automatic annotation
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Effects of nori powder on physicochemical and structural properties of high-moisture meat analogue
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作者 Jingwen Ren Yiting Guo +3 位作者 Xueqing Zhu Zehua Huang Qiong Luo Hongzhou An 《Grain & Oil Science and Technology》 2026年第1期53-61,共9页
High-moisture meat analogues(HMMAs)offer sustainable protein alternatives to conventional meat and become a research hotspot in recent years.This study systematically investigated the impact of nori powder(NP)incorpor... High-moisture meat analogues(HMMAs)offer sustainable protein alternatives to conventional meat and become a research hotspot in recent years.This study systematically investigated the impact of nori powder(NP)incorporation(0.5%–2.0%)on the physicochemical and structural properties of HMMAs.Rheological analysis revealed that NP reduced the viscosity(consistency coefficient K decreased from 65.67 Pa⋅s to 16.66–19.99 Pa⋅s)and enhanced the fluidity(flow behavior index n increased from 0.25 to 0.33–0.38)of raw material.NP addition progressively decreased the redness values(a*),except for 0.5%NP level.At 1.0%NP level,HMMAs exhibited a denser microstructure with reduced water mobility,resulting in the lowest water holding capacity(2.07 g/g).Conversely,2.0%NP promoted highly oriented fibrous structures,achieving a maximal texturization degree of 1.51.Secondary structure analysis indicated NP facilitated a shift fromα-helix toβ-sheet conformations(β-sheet content increased from 26.06%to 29.92%at 2.0%NP),resulting in stabilized protein networks.These modifications were attributed to NP-induced hydrophobic interactions and polysaccharide-protein crosslinking.The study demonstrates NP's role in modulating HMMA texture and nutrition,providing critical insights for developing fiber-enhanced,nutrient-fortified HMMAs. 展开更多
关键词 High-moisture meat analogue Structural properties Macro-molecular interaction Nori powder
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Artificial Cycle with or without a Depot Gonadotropin-releasing Hormone Agonist for Frozen-thawed Embryo Transfer: An Assessment of Infertility Type that Is Most Suitable 被引量:6
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作者 Di XIE Fan CHEN +4 位作者 Shou-zhen XIE Zhi-lan CHEN Ping TUO Rong ZHOU Juan ZHANG 《Current Medical Science》 SCIE CAS 2018年第4期626-631,共6页
The clinical outcomes of five groups of infertility patients receiving frozen- thawed, cleavage-stage embryo transfers with exogenous hormone protocols with or without a depot gonadotropin-releasing hormone (GnRH) a... The clinical outcomes of five groups of infertility patients receiving frozen- thawed, cleavage-stage embryo transfers with exogenous hormone protocols with or without a depot gonadotropin-releasing hormone (GnRH) agonist were assessed. A retrospective cohort analysis was performed on 1003 cycles undergoing frozen-thawed, cleavage-stage embryo transfers from January 1, 2012 to June 31, 2015 in the Reproductive Medicine Center of Wuhan General Hospital of Guangzhou Military Region. Based on the infertility etiologies of the patients, the 1003 cycles were divided into five groups: tubal infertility, polycystic ovary syndrome (PCOS), endometriosis, male infertility, and unexplained infertility. The main outcome was the live birth rate. Two groups were set up based on the intervention: group A was given a GnRH agonist with exogenous estrogen and progesterone, and group B (control group) was given exogenous estrogen and progesterone only. The results showed that the baseline serum hormone levels and basic characteristics of the patients were not significantly different between groups A and B. The live birth rates in groups A and B were 41.67% and 29.29%, respectively (P〈0.05). The live birth rates in patients with PCOS in groups A and B were 56.25% and 30.61%, respectively (P〈0.05). The clinical pregnancy, implantation and on-going pregnancy rates showed the same trends as the live birth rates between groups A and B. The ectopic pregnancy rate was significantly lower in group A than in group B. We concluded that the live birth rate was higher and other clinical outcomes were more satisfactory with GnRH agonist co- treatment than without GnRH agonist co-treatment for frozen-thawed embryo transfer. The GnRH agonist combined with exogenous estrogen and progesterone worked for all types of infertility tested, especially for women with PCOS. 展开更多
关键词 frozen-thawed embryo transfer gonadotropin-releasing hormone agonist polycystic ovary syndrome
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High-quality Cleavage Embryo versus Low-quality Blastocyst in Frozen-thawed Cycles:Comparison of Clinical Outcomes 被引量:3
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作者 Yu-lan WEI Bo HUANG +1 位作者 Xin-ling REN Lei JIN 《Current Medical Science》 SCIE CAS 2020年第5期968-972,共5页
This study compared the clinical outcomes of the frozen-thawed cycles of high-quality cleavage embryos with low-quality blastocysts to provide a reference for the choice of frozen-thawed embryo transfer schemes and to... This study compared the clinical outcomes of the frozen-thawed cycles of high-quality cleavage embryos with low-quality blastocysts to provide a reference for the choice of frozen-thawed embryo transfer schemes and to improve clinical pregnancy rates.A retrospective analysis was performed on the clinical data of patients undergoing frozen-thawed embryo transfer at the Reproductive Medicine Center of Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology from 2016 to 2017.In total,845 cases were divided into a high-quality cleavage embryo group(group A)and a low-quality blastocyst group(group B).Each group was further divided into subgroups based on the number of transplants.Group A was categorized into two subgroups comprising of 94 cases in subgroup Al(1 high-quality 8-cell group)and 201 cases in subgroup A2(2 high-quality 8-cell group).Group B was divided into four subgroups consisting of 73 cases in subgroup B I(D53BC group),65 cases in subgroup B2(D54BC group),110 cases in subgroup B3(D63BC group),and 282 cases in subgroup B4(D64BC group).The pregnancy outcomes and neonatal outcomes between the groups were compared.The clinical pregnancy rates(56.72%and 60.00%)and live birth rates(47.76%and 46.15%)in subgroups A2 and B2 showed no significant differences,but these rates were significantly higher in subgroups A2 and B2 than in the rest subgroups(P<0.05).The multiple birth rate(26.32%)in the subgroup A2 was significantly higher than that in the rest subgroups(P<0.05).There were no statistically significant differences in the abortion rates among all groups(P>0.05).In terms of neonatal outcomes,there were no statistically significant differences in the proportion of premature births,sex ratios,and birth defects among the low-weight and gigantic infants(P>0.05).Transplanting two high-quality cleavage embryos during the frozen-thawed embryo transfer cycles could significantly increase clinical pregnancy rates and live birth rates,but at the same time,it also increased the risks of multiple births and complications to mothers and infants.The D54BC subgroup had the most significant advantages among all groups(P<0.05).The rest low-quality blastocysts had clinical outcomes similar to the single high-quality cleavage embryo group. 展开更多
关键词 high-quality cleavage embryos low-quality blastocysts frozen-thawed transplantation clinical outcomes
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Different endometrial preparation protocols yield similar pregnancy outcomes for frozen-thawed embryo transfer in patients with advanced endometriosis 被引量:4
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作者 Hai-yan GUO Yun WANG +6 位作者 Qiu-ju CHEN Wei-ran CHAI Li-hua SUN Ai AI Yong-lun FU Qi-feng LYU Yan-ping KUANG 《Journal of Reproduction and Contraception》 CSCD 2016年第1期1-11,共11页
Objective To explore the different endometrial preparation for frozen-thawed embryo transfer (FET) in women with advanced endometriosis (EMS). Methods The pregnancy outcomes of patients with advanced EMS (542 cyc... Objective To explore the different endometrial preparation for frozen-thawed embryo transfer (FET) in women with advanced endometriosis (EMS). Methods The pregnancy outcomes of patients with advanced EMS (542 cycles), who were prepared for FET, were retrospectively assessed. Included patients underwent a total of 233 FET cycles (180 patients) using natural cycle (NC), a total of 142 FET cycles (115 patients) using letrozole (LE) ovulation induction, and a total of 167 FET cycles (137 patients) using hormonal replacement treatment (HRT) for endometrial preparation.Results There were no significant diffenences in the clinical pregnancy rate (LE: 49.30%, NC: 50.21%, and HRT: 43.11~/o, P=0.343), the implantation rate (LE: 29.26%, NC: 36.03%, and HRT: 29.55%, P=0.084), and the live birth rate (LE: 38.02%, NC: 39.11%, and HR T." 35.33 %, P=O. 648) among the three groups. No statistically signifi- cant differences were observed in the ongoing pregnancy rate, the miscarriage rate, and the pregnancy complication rate. The single birth weight in patients using NC- FET was lower than that in patients using HRT-FET (P=0.044) and a higher twin birth weight in patients using LE-FET were observed compared with other groups (P=O. 022). The rate of birth weight 〈2 500 g was also higher in the NC-FET group than in other groups. No congenital birth defects were found in the three groups. Conclusion Different endometrial preparation protocols without ultra-long GnRH-a down-regulation for FET yield similar pregnancy outcomes in patients with EMS. A tailored endometrial preparation protocol should be recommended according to different patients' situation. 展开更多
关键词 clinical pregnancy outcomes endometrial preparation endometriosis (EMS) frozen-thawed embryo transfer (FET)
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Clomiphene Citrate as An Adjuvant to hMG Stimulation of the Ovaries in Mid-to-late Follicular Phase and Subsequently Pregnancy Outcome of Frozen-thawed Embryo Transfers 被引量:2
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作者 Yan KANG Qing-qing HONG +4 位作者 Wei-ran CHAI Yong-lun FU Ai AI Qiu-ju CHEN Yan-ping KUANG 《Journal of Reproduction and Contraception》 CAS 2013年第1期10-20,共11页
Objective To compare the results of a novel regimen of human menopausal gonadotrophin (hMG) in combination with clomiphene citrate (CC) in mid-to-late follicular phase with those of a short protocol of GnRH agoni... Objective To compare the results of a novel regimen of human menopausal gonadotrophin (hMG) in combination with clomiphene citrate (CC) in mid-to-late follicular phase with those of a short protocol of GnRH agonist (GnRHa) and hMG used for IVF. Methods In the retrospective study, 842 patients undergoing IVF were collected and classified into two groups: hMG in combination with CC in mid-to-late follicular phase (group A, n=319) and short protocol of GnRHa-hMG (group B, n=523). The main outcome measures were ovarian responses in stimulation cycles and pregnancy outcomes in subsequent frozen-thawed embryo transfer (FET) cycles. Results In group A, the serum LH concentration on day 8 -10 was similar with that on the day of hCG administration (2.43 ± 1.92 IU vs 2.51 ±2.05 IU). The number of mature follicles and oocytes retrieved was significantly lower in group A than in group B while the fertilization rate and the cleavage rate were comparable. The clinical pregnancy rate (47. 79% vs 48.04%), the implantation rate (32.49% vs 33.11%) and the cumulative pregnancy rate (58.09% vs 60.22%) were respectively similar in group A and group B. Conclusion hMG in combination with CC in mid-to-late follicular phase results in the same pregnancy outcome as short protocol. The novel protocol may take the advantage of eliminating the occurrehce of a premature endogenous LH Surge. 展开更多
关键词 clomiphene citrate (CC) human menopausal gonadotrophin (hMG) frozen-thawed embryo transfer (FET) short protocol
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Pregnancy Outcomes for Day 5 Versus Day 6 Single Frozen-thawed Blastocyst Transfer with Different Qualities of Embryos: A Large Matched-cohort Study 被引量:1
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作者 Qiong YU Hui HE +2 位作者 Xin-ling REN Shi-fu HU Lei JIN 《Current Medical Science》 SCIE CAS 2023年第2期297-303,共7页
Objective This study aimed to determine whether the day of blastocyst expansion affects pregnancy outcomes in frozen-thawed blastocyst transfer(FBT)cycles.Methods A retrospective match-cohort study was conducted.Patie... Objective This study aimed to determine whether the day of blastocyst expansion affects pregnancy outcomes in frozen-thawed blastocyst transfer(FBT)cycles.Methods A retrospective match-cohort study was conducted.Patients who underwent blastocyst transfer in frozen-thawed cycles at day 5 or 6 were matched for potential confounding factors.A total of 2207 matched pairs of FBT cycles were included from January 2016 to December 2019 in our Reproductive Medicine Center.Results The clinical pregnancy rate(CPR)and live birth rate(LBR)were significantly increased in day 5 blastocyst transfers when compared to day 6 blastocyst transfers,in terms of the same embryo quality.For FBT cycles with good-quality embryo,the CPR at day 5 and 6 was 61.30%and 57.56%,respectively(P=0.045),and the LBR was 44.79%and 36.16%,respectively(P<0.001).For FBT cycles with poor-quality embryo,the CPR at day 5 and 6 was 48.61%and 40.89%,respectively(P=0.006),and the LBR was 31.71%and 25.74%,respectively(P=0.019).The CPR for FBT cycles with good-quality embryo was statistically higher at day 6 than that at day 5 with poor-quality embryo transferred(57.56%vs.48.61%,P=0.001).Maternal age,anti-Müllerian hormone(AMH),endometrial thickness,embryo quality,and the day of blastocyst expansion were independently correlated with the CPR and LBR.The FBT cycles at day 5 had significantly higher CPR(adjusted odds ratio[OR]=1.246,95%confidence intervals[CI]:1.097–1.415,P=0.001)and LBR(adjusted OR=1.435,95%CI:1.258–1.637,P<0.001)than those at day 6.Conclusion The embryo quality is the primary indicator for FBT cycles.Day 5 blastocysts should be preferred when the quality of embryo at day 5 is the same as that at day 6. 展开更多
关键词 frozen-thawed blastocyst transfer day 5 versus day 6 embryo quality clinical pregnancy rate live birth rate
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Embryo Transfer Strategies for Women with Recurrent Implantation Failure During the Frozen-thawed Embryo Transfer Cycles:Sequential Embryo Transfer or Double-blastocyst Transfer?
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作者 Qiao-hang ZHAO Yu-wei SONG +8 位作者 Jian CHEN Xiang ZHOU Ji-lai XIE Qiu-ping YAO Qi-yin DONG Chun FENG Li-ming ZHOU Wei-ping FU Min JIN 《Current Medical Science》 SCIE CAS 2024年第1期212-222,共11页
Objective Both sequential embryo transfer(SeET)and double-blastocyst transfer(DBT)can serve as embryo transfer strategies for women with recurrent implantation failure(RIF).This study aims to compare the effects of Se... Objective Both sequential embryo transfer(SeET)and double-blastocyst transfer(DBT)can serve as embryo transfer strategies for women with recurrent implantation failure(RIF).This study aims to compare the effects of SeET and DBT on pregnancy outcomes.Methods Totally,261 frozen-thawed embryo transfer cycles of 243 RIF women were included in this multicenter retrospective analysis.According to different embryo quality and transfer strategies,they were divided into four groups:group A,good-quality SeET(GQ-SeET,n=38 cycles);group B,poor-quality or mixed-quality SeET(PQ/MQ-SeET,n=31 cycles);group C,good-quality DBT(GQ-DBT,n=121 cycles);and group D,poor-quality or mixed-quality DBT(PQ/MQ-DBT,n=71 cycles).The main outcome,clinical pregnancy rate,was compared,and the generalized estimating equation(GEE)model was used to correct potential confounders that might impact pregnancy outcomes.Results GQ-DBT achieved a significantly higher clinical pregnancy rate(aOR 2.588,95%CI 1.267–5.284,P=0.009)and live birth rate(aOR 3.082,95%CI 1.482–6.412,P=0.003)than PQ/MQ-DBT.Similarly,the clinical pregnancy rate was significantly higher in GQ-SeET than in PQ/MQ-SeET(aOR 4.047,95%CI 1.218–13.450,P=0.023).The pregnancy outcomes of GQ-SeET were not significantly different from those of GQ-DBT,and the same results were found between PQ/MQ-SeET and PQ/MQ-DBT.Conclusion SeET relative to DBT did not seem to improve pregnancy outcomes for RIF patients if the embryo quality was comparable between the two groups.Better clinical pregnancy outcomes could be obtained by transferring good-quality embryos,no matter whether in SeET or DBT.Embryo quality plays a more important role in pregnancy outcomes for RIF patients. 展开更多
关键词 recurrent implantation failure sequential embryo transfer frozen-thawed embryo transfer embryo transfer strategies
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Reducing the Trigger Dose of Human Chorionic Gonadotrophin Does Not Affect Final Oocyte Maturation and Subsequently Pregnancy Outcome of Frozen-thawed Embryo Transfer
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作者 Yun WANG Yong-lun FU +4 位作者 Shao-feng CAO Qiu-ju CHEN Song-guo XUE Qi-feng LYU Yan-ping KUANG 《Journal of Reproduction and Contraception》 CAS 2013年第3期151-158,共8页
To compare the efficacy of human chorionic gonadotrophin (hCG) at reduced doses of 2 000 IU and 3 000 IU for moderate or high responders with the dose of 5 000 IU in term of inducing final oocyte maturation for IV... To compare the efficacy of human chorionic gonadotrophin (hCG) at reduced doses of 2 000 IU and 3 000 IU for moderate or high responders with the dose of 5 000 IU in term of inducing final oocyte maturation for IVF/ICSI and the subsequent pregnancy outcome in frozen-thawed embryo transfer (FET). Methods In the retrospective cohort study, 2 166patients undergoing IVF/ICSI with moderate or high response were recruited and classified into three groups according to the trigger dose of hCG: 2 000 IU (group A, n=722), 3 000 IU (group B, n=722) and 5 000 IU (group C, n= 722). The main outcome was the proportion of mature oocytes retrieved, fertilization rates, clinical pregnancy rates, cumulative pregnancy rates and incidence of ovarian hyperstimulation syndrome (OHSS). Results No evidence of statistically difference was found in the proportion of mature oocytes retrieved (89.92%, 91.40%, 90.20%, respectively) and fertilization rate (79.8%, 80.07%, 80.51%, respectively) among groups A, B and C. Serum E2 level on the day of hCG injection, the number of mature oocytes retrieved and good-quality embryos in group A were significantly higher than those in group B and group C. Clinical pregnancy rates per transfer cycle (45.95%, 43.97% and 44.25%), ongoing pregnancy rates (43.17%, 40.91% and 42,53%), implantation rates (30, 74%, 2Z 78% and 29.86%) and cumulative pregnancy rates per patient (58.31%, 53.6% and 54.85%)A reduced hCG dose of 2 000 IUfor moderate or high responders leads 展开更多
关键词 human chorionic gonadotropin (hCG) controlled ovarian hyperstimulation (COH) ovarian hyperstimulation syndrome (OHSS) frozen-thawed embryo transfer (FET) cumulative pregnancy rate (CPR)
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Metabolomics, network pharmacology, and microbiome analyses uncover the mechanisms of the Chinese herbal formula for the improvement of meat quality in spent hens 被引量:3
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作者 Zhihua Li Abul Kalam Azad +6 位作者 Chengwen Meng Xiangfeng Kong Jue Gui Wenchao Lin Yadong Cui Wei Lan Qinghua He 《Journal of Animal Science and Biotechnology》 2025年第2期948-964,共17页
Background Meat originating from the spent hen is an important source of poultry meat production;however,multiple factors cause the decline in the meat quality of spent hens.Chinese herbs have been widely used as medi... Background Meat originating from the spent hen is an important source of poultry meat production;however,multiple factors cause the decline in the meat quality of spent hens.Chinese herbs have been widely used as medi-cine for a long time to prevent diseases and as nutrient supplements to improve the product quality.This experi-ment explored the effects of adding 1.0%Chinese herbal formula(CHF,including 0.30%Leonurus japonicus Houtt.,0.20%Salvia miltiorrhiza Bge.,0.25%Ligustrum lucidum Ait.,and 0.25%Taraxacum mongolicum Hand.-Mazz.)for 120 d to the spent hens’diet through metabolomics,network pharmacology,and microbiome strategies.Results The results indicated that CHF supplementation improved the meat quality by reducing drip loss(P<0.05),b*value(P=0.058),and shear force(P=0.099)and increasing cooked meat percentage(P=0.054)and dry matter(P<0.05)of breast muscle.The addition of CHF improved the nutritional value of breast muscle by increasing(P<0.05)the content of C18:2n-6,n-6/n-3 polyunsaturated fatty acids(PUFA),total PUFA,PUFA-to-saturated fatty acids(SFA)ratio,and hypocholesterolemic-to-hypercholesterolemic ratio,and tending to increase serine content(P=0.069).The targeted metabolomics analysis revealed that the biosynthesis of SFA,linoleic acid metabolism,fatty acid degradation,fatty acid elongation,and fatty acid biosynthesis pathways were enriched by CHF supplementation.Furthermore,the network pharmacology analysis indicated that CHF was closely associated with oxidative stress and lipid metabo-lism.The CHF supplementation increased the glutathione peroxidase level(P<0.05)and upregulated gene expres-sion related to the Nrf2 pathway(including HO-1,P<0.05;Nrf2,P=0.098;CAT,P=0.060;GPX1,P=0.063;and SOD2,P=0.052)and lipid metabolism(including PPARγ,P<0.05;SREBP1,P=0.059;and CPT1A,P=0.058).Additionally,CHF supplementation increased Firmicutes and decreased Bacteroidetes,Spirochaetes,and Synergistetes abundances(P<0.05),which may contribute to better meat quality.Conclusions Our results suggest that CHF supplementation improved the quality and nutritional value of meat,which will provide a theoretical basis for the utilization of CHF as a feed additive in spent hens’diets. 展开更多
关键词 Cecal microbiota Chinese herbal formula Fatty acid meat quality Network pharmacology Spent hens
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Genomic selection for meat quality traits based on VIS/NIR spectral information 被引量:2
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作者 Xi Tang Lei Xie +8 位作者 Min Yan Longyun Li Tianxiong Yao Siyi Liu Wenwu Xu Shijun Xiao Nengshui Ding Zhiyan Zhang Lusheng Huang 《Journal of Integrative Agriculture》 2025年第1期235-245,共11页
The principle of genomic selection(GS) entails estimating breeding values(BVs) by summing all the SNP polygenic effects. The visible/near-infrared spectroscopy(VIS/NIRS) wavelength and abundance values can directly re... The principle of genomic selection(GS) entails estimating breeding values(BVs) by summing all the SNP polygenic effects. The visible/near-infrared spectroscopy(VIS/NIRS) wavelength and abundance values can directly reflect the concentrations of chemical substances, and the measurement of meat traits by VIS/NIRS is similar to the processing of genomic selection data by summing all ‘polygenic effects' associated with spectral feature peaks. Therefore, it is meaningful to investigate the incorporation of VIS/NIRS information into GS models to establish an efficient and low-cost breeding model. In this study, we measured 6 meat quality traits in 359Duroc×Landrace×Yorkshire pigs from Guangxi Zhuang Autonomous Region, China, and genotyped them with high-density SNP chips. According to the completeness of the information for the target population, we proposed 4breeding strategies applied to different scenarios: Ⅰ, only spectral and genotypic data exist for the target population;Ⅱ, only spectral data exist for the target population;Ⅲ, only spectral and genotypic data but with different prediction processes exist for the target population;and Ⅳ, only spectral and phenotypic data exist for the target population.The 4 scenarios were used to evaluate the genomic estimated breeding value(GEBV) accuracy by increasing the VIS/NIR spectral information. In the results of the 5-fold cross-validation, the genetic algorithm showed remarkable potential for preselection of feature wavelengths. The breeding efficiency of Strategies Ⅱ, Ⅲ, and Ⅳ was superior to that of traditional GS for most traits, and the GEBV prediction accuracy was improved by 32.2, 40.8 and 15.5%, respectively on average. Among them, the prediction accuracy of Strategy Ⅱ for fat(%) even improved by 50.7% compared to traditional GS. The GEBV prediction accuracy of Strategy Ⅰ was nearly identical to that of traditional GS, and the fluctuation range was less than 7%. Moreover, the breeding cost of the 4 strategies was lower than that of traditional GS methods, with Strategy Ⅳ being the lowest as it did not require genotyping.Our findings demonstrate that GS methods based on VIS/NIRS data have significant predictive potential and are worthy of further research to provide a valuable reference for the development of effective and affordable breeding strategies. 展开更多
关键词 VIS/NIR genomic selection GEBV machine learning PIG meat quality
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Simultaneous identification of multiple animal-derived components in meat and meat products by using MNP marker based on high-throughput sequencing 被引量:1
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作者 Yan Yi Zhanyue Jiang +9 位作者 Lixia Ma Xiaoni Hou Lun Li Deping Ye Juanlan Du Hai Peng Guoquan Han Huaiping Li Jiangwen Tang Lihua Zhou 《Food Science and Human Wellness》 2025年第4期1566-1575,共10页
In order to save manpower and time costs,and to achieve simultaneous detection of multiple animal-derived components in meat and meat products,this study used multiple nucleotide polymorphism(MNP)marker technology bas... In order to save manpower and time costs,and to achieve simultaneous detection of multiple animal-derived components in meat and meat products,this study used multiple nucleotide polymorphism(MNP)marker technology based on the principle of high-throughput sequencing,and established a multi-locus 10 animalderived components identification method of cattle,goat,sheep,donkey,horse,chicken,duck,goose,pigeon,quail in meat and meat products.The specific loci of each species could be detected and the species could be accurately identified,including 5 loci for cattle and duck,3 loci for sheep,9 loci for chicken and horse,10 loci for goose and pigeon,6 loci for quail and 1 locus for donkey and goat,and an adulteration model was established to simulate commercially available samples.The results showed that the method established in this study had high throughput,good repeatability and accuracy,and was able to identify 10 animalderived components simultaneously with 100%repeatability accuracy.The detection limit was 0.1%(m/m)in simulated samples of chicken,duck and horse.Using the method established in this study to test commercially available samples,4 samples from 14 commercially available samples were detected to be inconsistent with the labels,of which 2 did not contain the target ingredient and 2 were adulterated with small amounts of other ingredients. 展开更多
关键词 meat and meat products Multiple nucleotide polymorphism marker method High-throughput sequencing Animal-derived component identification
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Serum β-hCG level on day 7 of frozen-thawed embryo transfer: association with the clinical pregnancy outcomes in artificial cycles
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作者 Na Sun Shu-Yi Dong +1 位作者 Ping-Ping Sun Hua-Gang Ma 《Clinical Research Communications》 2022年第3期29-33,共5页
Objective:The relationship between serum beta human chorionic gonadotropin(β-hCG)levels of patients(7 days after the transplantation of frozen-thawed embryos)and the pregnancy outcomes was investigated.Methods:This s... Objective:The relationship between serum beta human chorionic gonadotropin(β-hCG)levels of patients(7 days after the transplantation of frozen-thawed embryos)and the pregnancy outcomes was investigated.Methods:This study was designed as a retrospective clinical trial of 366 women who underwent frozen-thawed embryo transfers(FETs)in artificial cycles.Patients were divided into three groups:clinical pregnancy group,biochemical pregnancy group,and non-pregnant group according to their pregnancy outcomes.Serumβ-hCG levels were tested on day 4,7,9,11 and 14 after FET.Results:In the clinical pregnancy group,the serumβ-hCG levels after 7-day post-transplantation were significantly elevated(16.20 IU/L vs.3.07 vs.0.1 IU/L;P<0.05)compared with the other two groups.Furthermore,it was found that Area Under Curve(AUC=0.96)was significant with cut-off value higher than 4.26 IU/L(sensitivity=92.3%,specificity=90.2%)to predict the clinical pregnancy outcomes in the receiver operating characteristic(ROC)analysis ofβ-hCG concentrations on day 7 of post-transplantation.Conclusion:Our results suggested that the elevated serumβ-hCG levels on day 7 of post-transplantation could predict the positive clinical pregnancy outcomes in artificial FET cycles. 展开更多
关键词 frozen-thawed embryo transfer pregnancy outcomes artificial cycle human chorionic gonadotrophin INFERTILITY
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Research advances in intramuscular fat deposition and chicken meat quality:genetics and nutrition 被引量:1
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作者 Jianlou Song Zengpeng Lv Yuming Guo 《Journal of Animal Science and Biotechnology》 2025年第5期1921-1965,共45页
Chicken meat quality directly influences consumer acceptability and is crucial for the economic success of the poultry industry.Genetics and nutrition are key determinants of the meat quality traits in broilers.This r... Chicken meat quality directly influences consumer acceptability and is crucial for the economic success of the poultry industry.Genetics and nutrition are key determinants of the meat quality traits in broilers.This review summarizes the research advances in this field,with a focus on the genetic and nutritional foundations that regulate intramuscular fat(IMF)deposition and meat quality in chickens over the past decade.The effects of embryonic nutrition,both maternal nutrition and in ovo feeding(IOF),on skeletal muscle development,the IMF content,and meat quality traits in broilers are also discussed.In genetics,single-cell RNA sequencing revealed that de novo lipogenesis predominantly occurs in myocytes,which is key to the formation of IMF in chicken muscle tissue.Fatty acid synthase(FASN)is the key enzyme involved in this process.This discovery has reshaped the traditional understanding of intramuscular lipid metabolism in poultry.Key genes,proteins,and pathways,such as FASN,FABP4,PPARG,C/EBPα,SLC27A1;LPL,APOA1,COL1A1;PPAR and ECM–receptor interactions signaling,have been identified to regulate IMF content and distribution by modulating fatty acid metabolism and adipogenesis.LncHLFF was innovatively found to promote ectopic IMF deposition in chickens via exosome-mediated mechanisms without affecting abdominal fat deposition.MiR-27b-3p and miR-128-3p were found to inhibit adipogenic differentiation by targeting PPARG,thereby affecting IMF formation.In nutrition,nutrigenomics research has shown that fructose enhances IMF deposition by activating ChREBP,providing new targets for nutritional interventions.Adjusting dietary components,including energy,protein,amino acids,fatty acids,and phytochemicals(e.g.,rutin),has been shown to significantly improve meat quality in broilers.Maternal nutrition(e.g.,intake of energy,amino acids,vitamins,and trace elements)and IOF(e.g.,N-carbamylglutamate)have also been confirmed to significantly impact offspring meat quality,opening new avenues for improving embryonic nutrition.Based on these significant advancements,this review proposes strategies that integrate genetic and nutritional approaches.These strategies aim to modulate the differentiation fate of paraxial mesenchymal stem cells toward myogenic or adipogenic lineages and the interaction between muscle and adipose tissues.These insights would help to improve meat quality while ensuring the growth performance of broiler chickens. 展开更多
关键词 Chicken meat quality Embryonic nutrition Genetic regulation Intramuscular fat Nutritional intervention
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MSTN knockout enhances the production of MYOD1-mediated steak-type cultivated meat 被引量:1
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作者 Kyeong-Hyeon Eom Dayi Jeong +5 位作者 Jae-Yoon Choi Gyeong-Min Gim Soo-Young Yum Sumin Jin Hojae Bae Goo Jang 《Journal of Animal Science and Biotechnology》 2025年第4期1899-1920,共22页
Background As the global population increases,the demand for protein sources is expected to increase,driving the demand for cell-based cultivated meat.This study aimed to enhance the productivity of cultivated meat th... Background As the global population increases,the demand for protein sources is expected to increase,driving the demand for cell-based cultivated meat.This study aimed to enhance the productivity of cultivated meat through optimization of the cell source and organization process.Results We engineered fibroblasts into myogenic cells via non-viral introduction of the MYOD1 gene,avoiding viral methods for safety.After confirming the stable derivation of myogenic cells,we combined knockout(KO)of MSTN,a negative regulator of myogenesis,with MYOD1-mediated myogenesis to improve cultivated meat production.Primary cells from MSTN KO cattle exhibited enhanced myogenic potential.Additionally,when tested in immortalized fibroblasts,myostatin treatment reduced MYOD1-induced myogenesis in two-dimensional cultures,while MSTN knockout increased it.To achieve muscle-like cell alignment,we employed digital light processing(DLP)-based three-dimensional(3D)bioprinting to organize cells into 3D groove-shaped hydrogels.These bioactive hydrogels supported stable cell proliferation and significantly improved muscle cell alignment.Upon differentiation into myotubes,the cells demonstrated an ordered alignment,particularly the MSTN KO cells,which showed highly efficient differentiation.Conclusions The integration of genetic modification and advanced DLP 3D bioprinting with groove-patterned hydrogels provides an effective strategy for producing high-quality,muscle-aligned cultivated meat. 展开更多
关键词 Cultivated meat Digital light processing Gelatin methacryloyl(GelMA)hydrogels
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Research on organized method and regulatory mechanism of cell cultured meat based on modified silk 被引量:1
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作者 Feng Yang Haijuan Hu +4 位作者 Yingying Li Shilei Li Wenting Liu Yu Qi Shouwei Wang 《Food Science and Human Wellness》 2025年第9期3636-3657,共22页
Cell cultured meat has been extensively studied as an environmentally friendly,energy-saving and more effective technology.However,there are many technical bottlenecks,especially the regulatory mechanism and manufactu... Cell cultured meat has been extensively studied as an environmentally friendly,energy-saving and more effective technology.However,there are many technical bottlenecks,especially the regulatory mechanism and manufacturing method of in vitro myogenesis.Based on an edible modified silk protein scaffold,with 3D culturing,in situ differentiated and transcriptome analysis,this study describes novel scaffolds and fabrication methods for cell cultured meat.The results showed that the effective space and utilization efficiency for cell culture of the scaffold is 26–1000 that of the traditional culture dish;it could form a tissue-like structure.Transcriptomics revealed the regulatory pathways and key factors of different cycles.It clarifies that the multi-cycle process of myoblast myogenesis in vitro is different from the single feedback regulation in vivo.More importantly,a novel scaffold-based cell cultured meat manufacturing method was developed,further develop a new tissue culture solution that is different from existing cell culture meat production.For manufacturing processes,it provides a new cell culture meat technology system,provides a theoretical basis for the regulation of cell proliferation and muscle growth,and lays the technical foundation for in situ tissue culture of cell cultured meat in vitro. 展开更多
关键词 Modified silk protein Organized cell culture Cell proliferation Regulatory mechanisms Cell cultured meat production
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Preparation of Biodegradable Polylactic Acid/Ethyl Cellulose/Zein Composite Film and Its Effect on the Preservation of Chilled Fresh Meat
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作者 ZHOU Ling YU Ya +8 位作者 YUAN Mengting WU Dongxu CHEN Ya LIU Yanan SU Jingjing CHEN Sihan WANG Juhua SHENG Bulei XUE Xiuheng 《食品科学》 北大核心 2025年第15期324-337,共14页
In this study,composite films consisting of polylactic acid(PLA),ethyl cellulose(EC),and zein were prepared by solution casting method,and their performance and application in chilled fresh meat preservation were inve... In this study,composite films consisting of polylactic acid(PLA),ethyl cellulose(EC),and zein were prepared by solution casting method,and their performance and application in chilled fresh meat preservation were investigated.The results showed that the three materials had satisfactory compatibility in the composite film.Addition of EC and zein effectively improved the mechanical properties,thermodynamic properties,surface hydrophilicity,oxygen permeability,and degradation properties of PLA films.When the ratio of PLA to EC was 3:7,the tensile strength and elongation at break reached maximum values of 16.6 MPa and 30.5%,respectively.Moreover,under different conditions,the composite film exhibited better degradability than the PLA film.The composite film with a 3:7 ratio of PLA to EC had the best performance,with a degradation rate of 21.75%after 84 days.Chilled fresh meat wrapped with the composite film showed significantly improved antioxidant,antibacterial,and water-holding properties. 展开更多
关键词 biodegradable film polylactic acid ethyl cellulose ZEIN chilled fresh meat PRESERVATION
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Comprehensive study of protein phosphorylation,acetylation,ubiquitination and S-nitrosylation profiles in pre-and post-rigor meat
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作者 Chi Ren Yuqiang Bai +6 位作者 Yejun Zhang Chengli Hou Li Chen James D.Morton Xin Li Zhenyu Wang Dequan Zhang 《Food Science and Human Wellness》 2025年第6期2366-2375,共10页
This study investigated the integrated atlas of protein phosphorylation,acetylation,ubiquitination and S-nitrosylation in pre-rigor(0.5 h)and post-rigor(5 days)lamb to interpret the roles of protein posttranslational ... This study investigated the integrated atlas of protein phosphorylation,acetylation,ubiquitination and S-nitrosylation in pre-rigor(0.5 h)and post-rigor(5 days)lamb to interpret the roles of protein posttranslational modifications(PTMs)during meat aging.The results showed that the most common PTMs in postmortem meat were phosphorylated proteins.PTMs regulation during the postmortem period altered proteins involved in metabolic pathways and muscle contraction.The phosphorylation and ubiquitination of proteins located in mitochondria and nuclear changed significantly between 0.5 h and 5 days postmortem.Gene set enrichment analysis revealed possible roles of total PTMs proteins,with a general downregulation of phosphorylation,acetylation and ubiquitination.There was a weak correlation in the lysine PTM of acetylation and ubiquitination at the same site in postmortem meat.Multiple PTMs of proteins in glycolysis,TCA cycle,muscle contraction and the calcium signaling pathway cooperatively regulate meat quality development from pre-rigor to post-rigor. 展开更多
关键词 meat Pre-rigor Post-rigor Protein post-translational modifications
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Dual-species biofilms of Escherichia coli and Pseudomonas promote temperature-dependent cross-contamination on meat surfaces
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作者 Yangyang Yuan Junke Ji +3 位作者 Chen Zhang Yu Cheng Wenzheng Liu Yun Jiang 《Food Science and Human Wellness》 2025年第11期4494-4502,共9页
Temperature and contact surfaces are critical factors influencing biofilm formation of microbial communities derived from both lab and natural environments.However,there is limited understanding regarding how differen... Temperature and contact surfaces are critical factors influencing biofilm formation of microbial communities derived from both lab and natural environments.However,there is limited understanding regarding how different temperatures impact transfer dynamics of individual microbial species between meat surfaces in dual-species biofilms.In this study,we evaluated the biofilm-forming capabilities of various meat-derived Escherichia coli and Pseudomonas strains on pork surfaces at 15 and 25℃.The results revealed that lower temperature had a significant negative effect on the growth fitness of E.coli compared to Pseudomonas.Two robust biofilm-forming strains,E.coli C-13 and P.fluorescens S_(1-2)3,were selected under both temperature conditions to further explore their interactions in dual-species biofilms on meat surfaces.The results showed that E.coli exhibited a competitive growth advantage at 25℃,while Pseudomonas displayed enhanced growth at 15℃,indicating temperature-dependent competition patterns.Additionally,three established mathematical models were utilized to simulate the transfer dynamics of the two strains within mono-and dual-species biofilms.As anticipated,the numbers of transferred cells progressively declined with increased imprinting reactions between the meat surfaces.Interestingly,the transfer rates of both strains markedly improved in dual-species vs.mono-species biofilms at 15℃,highlighting the influential role of inter-species interactions on transfer dynamics of microbes that may cross-contaminate meats.Our findings advance current understanding of mono-and dual-species biofilm development on meat surfaces under different temperature conditions.They also offer scientific evidence to support strategies for controlling microbial cross-contamination during meat processing to ensure product safety. 展开更多
关键词 Biofilms meat Temperature Inter-species interactions Transfer dynamics
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Impact of dietary supplementation of L‑citrulline to meat goats during gestation on reproductive performance
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作者 Makenzie G.Newton Arianna N.Lopez +7 位作者 Claire Stenhouse Karina L.Hissen Erin D.Connolly Xingchi Li Lan Zhou Guoyao Wu William B.Foxworth Fuller W.Bazer 《Journal of Animal Science and Biotechnology》 2025年第2期685-694,共10页
Background Meat goat production is a worldwide industry with products such as meat,milk,soap,and fiber being produced.There are approximately 2.6 million meat goats in the United States.For breeding female ruminants,e... Background Meat goat production is a worldwide industry with products such as meat,milk,soap,and fiber being produced.There are approximately 2.6 million meat goats in the United States.For breeding female ruminants,early pregnancy loss is estimated to be 30%within the first month of gestation.Extracellular L-citrulline(a precursor to L-arginine)is not degraded by ruminal microbes due to the lack of uptake.L-Arginine and thus L-citrulline,have beneficial impacts on placentation and,subsequently,fetal-placental development and survival.This study aimed to determine the impact of feeding L-citrulline to meat goats during gestation to improve reproductive success.Meat goats were fed either a control(CON)or L-citrulline(CIT)supplemented diet from d 12 to 82 of gestation.Blood samples were collected and sera were subjected to high-performance liquid chromatography analyses to quantify the abundance of amino acids.Pregnancy rates were determined on d 30,61,and 90 of gestation,and litter weight,individual birth weights,and 90 d adjusted weaning weights were collected.Results The concentrations of citrulline,ornithine,and arginine were greater in CIT does compared to CON does,but there was no difference in pregnancy rates between CON and CIT does.Birth weight was greater for male kids born as singles when compared to females,but this phenotype was not observed for kids born as twins or triplets.Further,males born to CON does had greater 90 d adjusted weaning weights than females,but this was not observed in the CIT group.Female kids born to CON and CIT Boer goats had heavier 90 d adjusted weaning weights than those born to Spanish or F1 Boer-Spanish does.Conclusion This study provides proof of concept that feeding dietary L-citrulline increases concentrations of citrul-line and arginine in blood of gestating meat goats.However,further studies are needed to understand the cellular mechanisms impacted by feeding this supplement.Regardless,this study demonstrated that feeding L-citrulline has the potential to increase reproductive performance in gestating ruminants. 展开更多
关键词 Amino acids ARGININE CITRULLINE Early pregnancy meat goats
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