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Impacts of different dietary soybean meal levels on jejunal immunity of nursery pigs at different days post-weaning. 饲粮不同豆粕水平对断奶后不同天数育幼猪空肠免疫力的影响
IF 6.5 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-10-24 DOI: 10.1186/s40104-025-01271-0
Hyunjun Choi, Zixiao Deng, Sung Woo Kim

Background: The objective of this study was to investigate the impacts of different dietary soybean meal (SBM) levels on jejunal immunity in nursery pigs at different days post-weaning.

Methods: Forty-eight pigs (6.2 ± 0.3 kg), weaned at 21 days of age, were assigned to 2 dietary treatments (n = 12) in a randomized complete block design and fed for 20 or 42 d in 3 phases (10, 10, and 22 d, respectively). The dietary treatments consisted of low and high SBM diets. On d 20 and 42, jejunal mucosa and tissue samples were collected. Treatments were arranged in 2 × 2 factors with dietary SBM levels (low and high SBM diets) and days post-weaning (20 d and 42 d post-weaning).

Results: Pigs fed high SBM diets had greater (P < 0.05) relative abundance (RA) of jejunal Prevotella, tended to have greater (P = 0.091) jejunal IgA, had greater (P < 0.05) crypt depth, and tended to have lower (P = 0.064) villus height to crypt depth ratio (VH:CD) than pigs fed low SBM diets. Pigs at 20 d post-weaning had greater (P < 0.05) RA of jejunal Lactobacillus and had greater (P < 0.05) jejunal IL-8 and protein carbonyl than pigs at 42 d post-weaning. Pigs at 20 d post-weaning tended to have greater (P = 0.090) jejunal IgG, tended to have lower (P = 0.059) jejunal IgA, and had greater (P < 0.05) proportion (%) of Ki-67+ cells in the jejunal crypt than pigs at 42 d post-weaning.

Conclusion: Pigs fed high SBM diets showed greater RA of Staphylococcus, a greater immune response, and a decreased VH:CD in the jejunum than pigs fed low SBM diets. Pigs at 20 d post-weaning were more susceptible to jejunal inflammation and intestinal damage than pigs at 42 d post-weaning, but the negative impacts of high SBM diets on jejunal inflammation and intestinal damage were consistent compared to low SBM diets at 20 d and 42 d post-weaning.

背景:本研究旨在探讨饲粮中不同豆粕水平对断奶后不同天数育幼猪空肠免疫力的影响。方法:选用48头21日龄断奶仔猪(体重6.2±0.3 kg),采用完全随机区组设计,分为2个饲粮处理(n = 12),分3期(分别为10、10和22 d)饲喂20或42 d。饲粮处理分为低和高SBM饲粮。在第20天和第42天采集空肠黏膜和组织标本。按饲粮粗脂肪水平(低粗脂肪饲粮和高粗脂肪饲粮)和断奶后天数(断奶后20 d和42 d) 2 × 2因子进行处理。结果:断奶后42 d,饲喂高SBM日粮的猪空肠隐窝P +细胞数量明显高于猪。结论:高SBM饲粮比低SBM饲粮表现出更高的葡萄球菌RA、免疫应答和空肠VH:CD的降低。断奶后20 d的猪比断奶后42 d的猪更容易发生空肠炎症和肠道损伤,但与断奶后20 d和42 d的低SBM饲粮相比,高SBM饲粮对空肠炎症和肠道损伤的负面影响是一致的。
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引用次数: 0
Deciphering the dialogue between the bovine blastocyst and the uterus: embryo-induced alterations in extracellular vesicle protein content from an ex vivo model and the in vivo environment. 解读牛囊胚和子宫之间的对话:体外模型和体内环境中胚胎诱导的细胞外囊泡蛋白含量的改变。
IF 6.5 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-10-24 DOI: 10.1186/s40104-025-01270-1
Rosane Mazzarella, José María Sánchez, Sandra Guisado Egido, Michael McDonald, Alberto Álvarez-Barrientos, Esperanza González, Juan Manuel Falcón-Pérez, Mikel Azkargorta, Félix Elortza, Maria Encina González, Pat Lonergan, Dimitrios Rizos, Beatriz Fernandez-Fuertes

Backgroud: Efficient communication between the embryo and the endometrium is essential for the successful establishment and maintenance of pregnancy. Uterine-derived extracellular vesicles (EVs) contribute to embryo-maternal communication, supporting early embryonic development. This study aimed to: (i) compare the protein cargo of uterine fluid EVs (UF-EVs) from CYCLIC and PREGNANT heifers; (ii) characterize the protein profile of conditioned medium (CM)-EVs from endometrial explants cultured alone (EXPL) or co-cultured with five d 7 blastocysts (EXPL + EMB) in vitro; and (iii) compare the EV protein cargo between the in vivo and in vitro models (i.e., EXPL vs. CYCLIC and EXPL + EMB vs. PREGNANT).

Results: We identified 1,459 and 1,752 proteins in the UF-EVs of CYCLIC and PREGNANT heifers, respectively. Among these, 12 were exclusive to CYCLIC, and 18 were exclusive to PREGNANT. Among the 1,329 proteins identified in both groups, 16 were differently abundant; ten were more abundant, and six were less abundant in UF-EVs from PREGNANT heifers. In vivo, the changes in UF-EV protein cargo induced by the presence of a blastocyst were related to inflammatory and immune responses, endometrial receptivity, and support of early embryonic development by promoting cell polarity, cell-cell adhesion, and stem cell differentiation. In vitro, we identified 1,501 proteins in the CM-EVs from EXPL, 1,975 in the CM-EVs from EXPL + EMB, and 82 in the CM-EVs from EMB. Additionally, 50 proteins were unique to EXPL + EMB, and another 33 were differentially abundant due to the synergistic interaction between the embryo and the endometrium. These proteins are involved in embryonic development, regulation of stem cell differentiation, establishment and maintenance of cell polarity, interferon tau (IFNT)-mediated cell signaling, endometrial receptivity, and immune modulation. Although there are qualitative and quantitative differences between in vivo and in vitro-derived EVs, UF-EVs from CYCLIC heifers compared to CM-EVs from EXPL, as well as UF-EVs from PREGNANT heifers compared to CM-EVs from EXPL + EMB shared common proteins.

Conclusions: These findings highlight the pivotal role of EVs in embryo-maternal communication, suggesting that their protein cargo may actively contribute to the modulation of the uterine environment to support early embryonic development. Understanding these molecular interactions could provide valuable insights into the mechanisms of implantation and pregnancy establishment.

背景:胚胎和子宫内膜之间的有效沟通是成功建立和维持妊娠的必要条件。子宫来源的细胞外囊泡(EVs)有助于胚胎与母体的交流,支持早期胚胎发育。本研究的目的是:(1)比较循环和怀孕母牛子宫液EVs (UF-EVs)的蛋白质含量;(ii)表征单独培养(EXPL)或与5 d 7囊胚(EXPL + EMB)共培养的条件培养基(CM)- ev的蛋白谱;(iii)比较体内和体外模型(即EXPL vs. CYCLIC和EXPL + EMB vs. PREGNANT)的EV蛋白载货量。结果:我们在环状和妊娠母牛的uf - ev中分别鉴定出1459个和1752个蛋白。其中,12个为CYCLIC专属,18个为PREGNANT专属。在两组中鉴定的1329种蛋白质中,16种的丰度不同;从怀孕的母牛中提取的uf - ev中,10种含量较高,6种含量较低。在体内,胚泡诱导的UF-EV蛋白载货量的变化与炎症和免疫反应、子宫内膜容受性以及通过促进细胞极性、细胞间粘附和干细胞分化来支持早期胚胎发育有关。在体外,我们在EXPL的cm - ev中鉴定出1,501个蛋白,EXPL + EMB的cm - ev中鉴定出1,975个蛋白,EMB的cm - ev中鉴定出82个蛋白。此外,50种蛋白质是EXPL + EMB所特有的,另外33种由于胚胎和子宫内膜之间的协同相互作用而差异丰富。这些蛋白参与胚胎发育、干细胞分化调节、细胞极性的建立和维持、干扰素tau (IFNT)介导的细胞信号传导、子宫内膜接受性和免疫调节。尽管体内和体外衍生的ev存在定性和定量差异,但与EXPL的cm - ev相比,来自CYCLIC母牛的uf - ev,以及来自怀孕母牛的uf - ev与EXPL + EMB的cm - ev相比,具有共同的蛋白质。结论:这些发现强调了ev在胚胎-母体交流中的关键作用,表明它们的蛋白质货物可能积极参与子宫环境的调节,以支持早期胚胎发育。了解这些分子相互作用可以为植入和妊娠建立的机制提供有价值的见解。
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引用次数: 0
Intramammary lipopolysaccharide infusion alters the fatty acid composition of blood lipid fractions but not milk in dairy cows. 乳内输注脂多糖改变了奶牛血脂组分的脂肪酸组成,但对牛奶没有影响。
IF 6.5 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-10-23 DOI: 10.1186/s40104-025-01272-z
Chrissy Lalonde, Jana Kraft, Ratan K Choudhary, Erin M Shangraw, Thomas B McFadden, Feng-Qi Zhao

Background: Mastitis is known to alter milk lipid yield, but its effects on lipid composition in blood and milk remain less understood. This study investigated changes in fatty acid (FA) composition in blood lipid fractions and milk of dairy cows following an intramammary lipopolysaccharide (LPS) challenge and explored potential links associated with these changes. We hypothesized that intramammary LPS infusion would alter the FA composition of blood lipid fractions, and that milk FA composition would reflect these changes. Furthermore, we hypothesized that prostaglandin E2 (PGE2) would be associated with changes in both blood and milk FA composition, functioning as a potential mediator of these changes.

Results: Ten lactating cows were split into two groups. The treatment group received intramammary infusions of 50 μg Escherichia coli LPS in both quarters of one udder half to induce clinical mastitis, and saline infusions in the quarters of the opposite udder half; the control group received saline infusions in one udder half only. Blood and foremilk were collected from individual cows or glands at -1, 3, 6, 12, and 24 h post-infusion. Blood lipids were fractionated into cholesterol esters, free fatty acids (FFA), phospholipids (PL), and triacylglycerides (TAG). The FA composition was analyzed via gas-liquid chromatography. Total plasma TAG, FFA, and PGE2 concentrations were measured by colorimetric assay or ELISA. Statistical significance was determined using mixed models with Tukey's test. Lipopolysaccharide infusion did not affect total plasma TAG and FFA concentrations but increased plasma PGE2 concentrations and Δ9 desaturation indices in plasma TAG. A distinct shift in FA composition in plasma phospholipids and TAG was observed between the treatment and control groups at 6 and 12 h post-infusion. Specifically, LPS increased the proportion of n-6 polyunsaturated FA (18:2, 18:3, 20:3, 20:4, 20:5) and FA with less than 16 carbons while decreasing the saturated FA (18:0 and 20:0) in plasma TAG at 6 and 12 h. However, the milk FA composition remained unchanged.

Conclusion: Our findings indicate that transient intramammary LPS challenge influences systemic lipid metabolism without altering the milk FA composition, suggesting that mammary inflammatory responses affect blood lipids independently of milk lipid secretion.

背景:已知乳腺炎会改变牛奶的脂质产量,但其对血液和牛奶中脂质组成的影响尚不清楚。本研究研究了乳内脂多糖(LPS)刺激后奶牛血脂组分和牛奶中脂肪酸(FA)组成的变化,并探讨了与这些变化相关的潜在联系。我们假设,乳内脂多糖输注会改变血脂部分的FA组成,而牛奶FA组成会反映这些变化。此外,我们假设前列腺素E2 (PGE2)可能与血液和牛奶中FA组成的变化有关,并作为这些变化的潜在中介。结果:将10头泌乳奶牛分为两组。治疗组在一侧乳侧双侧乳内注射50 μg大肠杆菌LPS诱导临床乳腺炎,另一侧乳侧各侧乳内注射生理盐水;对照组只在一侧乳房注射生理盐水。分别于注射后1、3、6、12和24 h从奶牛或腺体中采集血液和前乳。血脂分为胆固醇酯、游离脂肪酸(FFA)、磷脂(PL)和甘油三酯(TAG)。采用气液色谱法分析FA成分。用比色法或ELISA法测定血浆总TAG、FFA和PGE2浓度。采用混合模型和Tukey检验确定统计学显著性。脂多糖输注不影响血浆总TAG和FFA浓度,但增加血浆PGE2浓度和血浆TAG Δ9去饱和指数。在注射后6和12小时,观察到治疗组和对照组血浆磷脂和TAG中FA组成的明显变化。具体而言,LPS增加了6和12 h血浆TAG中n-6多不饱和脂肪酸(18:2,18:3,20:3,20:4,20:5)和16碳以下脂肪酸的比例,降低了饱和脂肪酸(18:0和20:0)的比例,但牛奶中脂肪酸的组成保持不变。结论:我们的研究结果表明,短暂的乳内脂多糖挑战会影响全身脂质代谢,而不会改变乳FA组成,这表明乳腺炎症反应独立于乳脂分泌影响血脂。
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引用次数: 0
USP9X-triggered ferroptosis mediates follicular atresia via deubiquitinating Beclin1 in chicken. usp9x触发的铁下垂通过去泛素化Beclin1介导鸡卵泡闭锁。
IF 6.5 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-10-23 DOI: 10.1186/s40104-025-01269-8
Yuqi Chen, Wenjuan Wang, Can Cui, Yao Zhang, Zhuanjian Li, Huadong Yin, Shunshun Han

Background: Follicular atresia, a complex degenerative process regulated by multiple molecular mechanisms, significantly affects female reproductive performance in animals. While granulosa cell (GC) apoptosis has been well established as a primary mechanism underlying follicular atresia, the potential involvement of ferroptosis, which is an iron-dependent form of regulated cell death, remains largely unexplored in chickens.

Results: Using a tamoxifen (TMX)-induced avian model of follicular atresia, we demonstrated that ferroptosis plays a critical role in follicular degeneration. Inhibition of ferroptosis through pharmacological agents significantly restored follicular function, underscoring its potential as a therapeutic target. Notably, we observed a significant upregulation of ubiquitin-specific peptidase 9, X-linked (USP9X) in GCs during atresia. Through comprehensive in vitro and in vivo investigations, we confirmed that USP9X facilitates follicular atresia by promoting ferroptosis in GCs. Mechanistically, USP9X induces ferroptosis by stabilizing Beclin1 through deubiquitination, thereby activating autophagy-dependent ferroptosis. This pathway was effectively suppressed by autophagy inhibitors, emphasizing the essential role of autophagy in USP9X-mediated ferroptosis.

Conclusions: Our findings provide the evidence that the USP9X-Beclin1 axis regulates autophagy-dependent ferroptosis during avian follicular atresia. These insights reveal novel molecular targets and potential genetic markers for improving reproductive efficiency in chicken breeding programs.

背景:卵泡闭锁是一个复杂的退行性过程,受多种分子机制调控,严重影响动物雌性生殖性能。虽然颗粒细胞(GC)凋亡已被确定为滤泡闭锁的主要机制,但铁凋亡的潜在参与,这是一种铁依赖性的调节细胞死亡形式,在鸡中仍未得到充分研究。结果:利用他莫昔芬(TMX)诱导的禽类卵泡闭锁模型,我们证明了铁下垂在卵泡变性中起关键作用。通过药物抑制铁下垂可显著恢复卵泡功能,强调其作为治疗靶点的潜力。值得注意的是,我们观察到在闭锁期间GCs中泛素特异性肽酶9,X-linked (USP9X)的显著上调。通过全面的体外和体内研究,我们证实了USP9X通过促进GCs的铁下垂来促进滤泡闭锁。机制上,USP9X通过去泛素化作用稳定Beclin1诱导铁凋亡,从而激活自噬依赖性铁凋亡。这一途径被自噬抑制剂有效抑制,强调了自噬在usp9x介导的铁下垂中的重要作用。结论:我们的研究结果提供了USP9X-Beclin1轴调控禽类卵泡闭锁期间自噬依赖性铁凋亡的证据。这些见解揭示了提高鸡繁殖效率的新分子靶点和潜在的遗传标记。
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引用次数: 0
Dietary hydrolysable tannin improves intestinal health of largemouth bass (Micropterus salmoides): insights from NF-κB signaling pathway and arachidonic acid metabolism. 饲料中可水解单宁改善大口黑鲈肠道健康:NF-κB信号通路和花生四烯酸代谢的启示
IF 6.5 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-10-23 DOI: 10.1186/s40104-025-01267-w
Manqi Yang, Dahai Jiang, Zhangyi Xiao, Weibin Lai, Kai Chen, Shuwen Xu, Yuanyi Zuo, Liangliang Zhang, Liming Lu, Xiaoping Rao, Chunxiao Zhang, Jianchun Jiang

Background: To more effectively address the scarcity resources and elevated costs associated with fishmeal (FM), the utilization of cottonseed protein concentrate (CPC) as an alternative in aquaculture feeds has become increasingly prevalent. However, high levels of CPC substitution for FM have been reported to suppress the growth of fish and impair intestinal health. Hydrolysable tannin (HT) has been reported to exhibit biological activities such as anti-inflammatory and antioxidant activities, but whether the HT can generate positive biological effects on the intestinal health of largemouth bass (Micropterus salmoides) remains unknown. Largemouth bass (initial weight: 6.03 ± 0.01 g) were subjected to an 8-week feeding trial with three different diets: a basic diet (named as the NC), a high CPC diet (in which CPC replaced 75% of the FM protein in the NC diet, named as the HC), and an additive diet (1.25 g/kg of the HT was added to the HC diet, named as the HCH) to explore the potential benefits of HT on intestinal health.

Results: The HC treatment significantly reduced the weight gain rate of fish, increased the feed conversion ratio, and induced intestinal inflammation. However, the HCH treatment could alleviate the adverse impacts of the HC diet, as evidenced by the promotion of growth and feed utilization, increased activity of digestive enzymes and antioxidant capacities, downregulated expression of pro-inflammatory factors, and maintenance of the integrity of intestinal barrier. Metabolomic analysis revealed that HCH treatment could reduce the pro-inflammatory active substances produced by arachidonic acid metabolism, including prostaglandin F (PGF) and leukotriene B4 (LTB4). Transcriptomic results indicated that dietary HT might alleviate intestinal inflammation by suppressing the activation of the NF-κB signaling pathway. Furthermore, correlation analysis demonstrated that the metabolites PGF and LTB4, derived from arachidonic acid, exhibited a significant positive correlation with the expression of genes associated with pro-inflammatory responses within the NF-κB signaling pathway.

Conclusions: The study indicates that the HT mitigates the growth retardation and intestinal inflammation resulting from the HC diet on largemouth bass.

背景:为了更有效地解决与鱼粉(FM)相关的资源短缺和成本上升的问题,利用棉籽蛋白浓缩物(CPC)作为水产养殖饲料的替代品已经越来越普遍。然而,据报道,高水平的CPC替代FM会抑制鱼类的生长并损害肠道健康。水解单宁(Hydrolysable tannin, HT)已被报道具有抗炎和抗氧化等生物活性,但其是否对大口黑鲈肠道健康产生积极的生物学效应尚不清楚。本试验对初始体重为6.03±0.01 g的黑鲈进行了为期8周的饲养试验,试验采用3种不同的饲粮:基础饲粮(NC)、高CPC饲粮(CPC替代NC饲粮中75%的FM蛋白质,称为HC)和添加饲粮(HC饲粮中添加1.25 g/kg HT,称为HCH),以探索HT对肠道健康的潜在益处。结果:HC处理显著降低了鱼的增重率,提高了饲料系数,并诱发了肠道炎症。然而,HCH处理可以减轻HC饲粮的不利影响,表现为促进生长和饲料利用率,提高消化酶活性和抗氧化能力,下调促炎因子表达,维持肠道屏障的完整性。代谢组学分析显示,HCH可减少花生四烯酸代谢产生的促炎活性物质,包括前列腺素F2α (PGF2α)和白三烯B4 (LTB4)。转录组学结果表明,膳食HT可能通过抑制NF-κB信号通路的激活来缓解肠道炎症。此外,相关分析表明,花生四烯酸衍生的代谢物PGF2α和LTB4与NF-κB信号通路中促炎症反应相关基因的表达呈显著正相关。结论:本研究提示HT可减轻HC饲料引起的大口黑鲈生长迟缓和肠道炎症。
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引用次数: 0
Multi-omics integration reveals Chr1 associated QTL mediating backfat thickness in pigs. 多组学整合揭示Chr1相关QTL介导猪背膘厚度。
IF 6.5 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-10-20 DOI: 10.1186/s40104-025-01254-1
Naibiao Yu, Dengshuai Cui, Chenyu Li, Siyu Yang, Chuanmin Qiao, Lei Xie

Background: Backfat thickness (BFT) is a vital economic trait in pigs, reflecting subcutaneous fat levels that affect meat quality and production efficiency. As a complex trait shaped by multiple genetic factors, BFT has been studied using genome-wide association studies (GWAS) and linkage analyses to locate fat-related quantitative trait loci (QTLs), but pinpointing causal variants and genes is hindered by linkage disequilibrium and limited regulatory data. This study aimed to dissect the QTLs affecting BFT on Sus scrofa chromosome 1 (SSC1), elucidating regulatory variants, effector genes, and the cell types involved.

Results: Using whole-genome genotyping data from 3,578 pigs and phenotypic data for five BFT traits, we identified a 630.6 kb QTL on SSC1 significantly associated with these traits via GWAS and fine-mapping, pinpointing 34 candidate causal variants. Using deep convolutional neural networks to predict regulatory activity from sequence data integrated with detailed pig epigenetic profiles, we identified five SNPs potentially affecting enhancer activity in specific tissues. Notably, rs342950505 (SSC1:161,123,588) influences weak enhancer activity across multiple tissues, including the brain. High-throughput chromosome conformation capture (Hi-C) analysis identified that rs342950505 interacts with eight genes. Chromatin state annotations confirmed enhancer activity at this QTL in the cerebellum. Leveraging these insights, single-cell ATAC-seq revealed a chromatin accessibility peak encompassing rs342950505 that regulates PMAIP1 expression in inhibitory neurons via enhancer-mediated mechanisms, with an adjacent peak modulating CCBE1 expression in neuroblasts and granule cells. Transcriptome-wide association studies (TWAS) confirmed PMAIP1's role in the hypothalamus, and Mendelian randomization (MR) validated PMAIP1 and CCBE1 as key brain expression quantitative trait locus (eQTL) effectors. We propose that the variant rs342950505, located within a regulatory peak, modulates PMAIP1 expression in inhibitory neurons, potentially influencing energy homeostasis via hypothalamic regulation. Similarly, CCBE1 may contribute to this process.

Conclusions: Our results, through systematic dissection of pleiotropic BFT-associated loci, provide a framework to elucidate regulatory mechanisms of complex traits, offering insights into polygenic control through lipid metabolism and neural signaling pathways.

背景:背膘厚度(BFT)是猪的一项重要经济性状,反映了影响肉质和生产效率的皮下脂肪水平。作为一种受多种遗传因素影响的复杂性状,人们利用全基因组关联研究(GWAS)和连锁分析来定位脂肪相关的数量性状位点(qtl),但连锁不平衡和调控数据有限阻碍了对因果变异和基因的精确定位。本研究旨在分析影响猪染色体1号(SSC1) BFT的qtl,阐明调控变异体、效应基因和所涉及的细胞类型。结果:利用3578头猪的全基因组基因分型数据和5个BFT性状的表型数据,通过GWAS和精细定位,我们在SSC1上发现了一个630.6 kb的QTL,与这些性状显著相关,确定了34个候选因果变异。利用深度卷积神经网络从序列数据和详细的猪表观遗传图谱中预测调控活性,我们确定了五个可能影响特定组织中增强子活性的snp。值得注意的是,rs342950505 (SSC1:161,123,588)影响包括大脑在内的多个组织的弱增强子活性。高通量染色体构象捕获(Hi-C)分析发现rs342950505与8个基因相互作用。染色质状态注释证实了该QTL在小脑中的增强子活性。利用这些见解,单细胞ATAC-seq揭示了包含rs342950505的染色质可及性峰,该峰通过增强剂介导的机制调节PMAIP1在抑制性神经元中的表达,相邻的峰调节成神经细胞和颗粒细胞中的CCBE1表达。转录组全关联研究(TWAS)证实了PMAIP1在下丘脑中的作用,孟德尔随机化(MR)证实了PMAIP1和CCBE1是关键的脑表达数量性状位点(eQTL)效应子。我们认为,位于调控峰内的rs342950505变体可调节抑制神经元中PMAIP1的表达,可能通过下丘脑调控影响能量稳态。类似地,CCBE1可能有助于这一过程。结论:我们的研究结果,通过对多效性bft相关位点的系统解剖,为阐明复杂性状的调控机制提供了一个框架,为通过脂质代谢和神经信号通路进行多基因调控提供了见解。
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引用次数: 0
Incorporating information of causal variants in genomic prediction using GBLUP or machine learning models in a simulated livestock population. 利用GBLUP或机器学习模型在模拟牲畜种群中整合基因组预测中因果变异的信息。
IF 6.5 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-08-19 DOI: 10.1186/s40104-025-01250-5
Jifan Yang, Mario P L Calus, Yvonne C J Wientjes, Theo H E Meuwissen, Pascal Duenk

Background: Genomic prediction has revolutionized animal breeding, with GBLUP being the most widely used prediction model. In theory, the accuracy of genomic prediction could be improved by incorporating information from QTL. This strategy could be especially beneficial for machine learning models that are able to distinguish informative from uninformative features. The objective of this study was to assess the benefit of incorporating QTL genotypes in GBLUP and machine learning models. This study simulated a selected livestock population where QTL and their effects were known. We used four genomic prediction models, GBLUP, (weighted) 2GBLUP, random forest (RF), and support vector regression (SVR) to predict breeding values of young animals, and considered different scenarios that varied in the proportion of genetic variance explained by the included QTL.

Results: 2GBLUP resulted in the highest accuracy. Its accuracy increased when the included QTL explained up to 80% of the genetic variance, after which the accuracy dropped. With a weighted 2GBLUP model, the accuracy always increased when more QTL were included. Prediction accuracy of GBLUP was consistently higher than SVR, and the accuracy for both models slightly increased with more QTL information included. The RF model resulted in the lowest prediction accuracy, and did not improve by including QTL information.

Conclusions: Our results show that incorporating QTL information in GBLUP and SVR can improve prediction accuracy, but the extent of improvement varies across models. RF had a much lower prediction accuracy than the other models and did not show improvements when QTL information was added. Two possible reasons for this result are that the data structure in our data does not allow RF to fully realize its potential and that RF is not designed well for this particular prediction problem. Our study highlighted the importance of selecting appropriate models for genomic prediction and underscored the potential limitations of machine learning models when applied to genomic prediction in livestock.

背景:基因组预测已经彻底改变了动物育种,GBLUP是最广泛使用的预测模型。从理论上讲,结合QTL信息可以提高基因组预测的准确性。这种策略对于能够区分信息和非信息特征的机器学习模型尤其有益。本研究的目的是评估将QTL基因型纳入GBLUP和机器学习模型的益处。本研究模拟了一个已知QTL及其影响的家畜种群。我们使用GBLUP、(加权)2GBLUP、随机森林(RF)和支持向量回归(SVR) 4种基因组预测模型来预测幼畜的繁育值,并考虑了不同情景下被纳入QTL解释的遗传变异比例的变化。结果:2GBLUP的准确率最高。当包含的QTL解释了高达80%的遗传变异时,其准确性增加,之后准确性下降。在加权2GBLUP模型中,随着QTL的增加,准确率不断提高。GBLUP的预测精度始终高于SVR,且随着QTL信息的增加,两种模型的预测精度均略有提高。RF模型的预测精度最低,并且在包含QTL信息后也没有提高预测精度。结论:我们的研究结果表明,在GBLUP和SVR中加入QTL信息可以提高预测精度,但不同模型的提高程度不同。RF模型的预测精度比其他模型低得多,并且在添加QTL信息时没有显示出改善。造成这一结果的两个可能原因是,我们数据中的数据结构不允许RF充分发挥其潜力,并且RF没有很好地设计用于这个特定的预测问题。我们的研究强调了选择合适的基因组预测模型的重要性,并强调了机器学习模型在应用于牲畜基因组预测时的潜在局限性。
{"title":"Incorporating information of causal variants in genomic prediction using GBLUP or machine learning models in a simulated livestock population.","authors":"Jifan Yang, Mario P L Calus, Yvonne C J Wientjes, Theo H E Meuwissen, Pascal Duenk","doi":"10.1186/s40104-025-01250-5","DOIUrl":"10.1186/s40104-025-01250-5","url":null,"abstract":"<p><strong>Background: </strong>Genomic prediction has revolutionized animal breeding, with GBLUP being the most widely used prediction model. In theory, the accuracy of genomic prediction could be improved by incorporating information from QTL. This strategy could be especially beneficial for machine learning models that are able to distinguish informative from uninformative features. The objective of this study was to assess the benefit of incorporating QTL genotypes in GBLUP and machine learning models. This study simulated a selected livestock population where QTL and their effects were known. We used four genomic prediction models, GBLUP, (weighted) 2GBLUP, random forest (RF), and support vector regression (SVR) to predict breeding values of young animals, and considered different scenarios that varied in the proportion of genetic variance explained by the included QTL.</p><p><strong>Results: </strong>2GBLUP resulted in the highest accuracy. Its accuracy increased when the included QTL explained up to 80% of the genetic variance, after which the accuracy dropped. With a weighted 2GBLUP model, the accuracy always increased when more QTL were included. Prediction accuracy of GBLUP was consistently higher than SVR, and the accuracy for both models slightly increased with more QTL information included. The RF model resulted in the lowest prediction accuracy, and did not improve by including QTL information.</p><p><strong>Conclusions: </strong>Our results show that incorporating QTL information in GBLUP and SVR can improve prediction accuracy, but the extent of improvement varies across models. RF had a much lower prediction accuracy than the other models and did not show improvements when QTL information was added. Two possible reasons for this result are that the data structure in our data does not allow RF to fully realize its potential and that RF is not designed well for this particular prediction problem. Our study highlighted the importance of selecting appropriate models for genomic prediction and underscored the potential limitations of machine learning models when applied to genomic prediction in livestock.</p>","PeriodicalId":64067,"journal":{"name":"Journal of Animal Science and Biotechnology","volume":"16 1","pages":"118"},"PeriodicalIF":6.5,"publicationDate":"2025-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12362903/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144876993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Taurine alleviated paraquat-induced oxidative stress and gut-liver axis damage in weaned piglets by regulating the Nrf2/Keap1 and TLR4/NF-κB signaling pathways. 牛磺酸通过调节Nrf2/Keap1和TLR4/NF-κB信号通路减轻百草枯诱导的断奶仔猪氧化应激和肠-肝轴损伤。
IF 6.5 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-08-18 DOI: 10.1186/s40104-025-01244-3
Chen Chen, Min Qi, Weilong Zhang, Fanxing Chen, Zhihong Sun, Weizhong Sun, Wenjie Tang, Zhenguo Yang, Xuan Zhao, Zhiru Tang

Background: Oxidative stress can impair intestinal barrier function and cause liver damage, resulting in reduced animal productivity. Paraquat (PQ) induces significant oxidative stress in weaned piglets. The antioxidant, anti-inflammatory, and metabolic regulatory functions of taurine (Tau), a free amino acid that is widely distributed in the body, have been extensively studied. However, the mechanisms by which dietary Tau alleviates oxidative stress and gut-liver axis damage in weaned piglets remain unclear.

Methods: Forty weaned piglets (20 males and 20 females; 6.41 ± 0.11 kg; 25 days old; Duroc × Landrace × Yorkshire) were used in a 2 × 2 factorial design to investigate the mechanism by which dietary Tau (0% or 0.4%) alleviates PQ-induced oxidative stress and gut-liver axis damage. We analyzed key biomarkers related to gut barrier function, mucosal damage repair, liver damage, gut-liver immunity, antioxidant capacity, systemic immune homeostasis, antioxidant levels, and gut microbiota diversity in piglets under normal and acute oxidative stress. In particular, we evaluated the coordinated regulation of gut-liver axis function mediated by Tau through the Nrf2/Keap1 (antioxidant) and TLR4/NF-κB (immune modulation) signaling pathways. Partial least squares path modeling and molecular docking were used to explore the intrinsic relationship between PQ, Tau, and the gut-liver axis.

Results: PQ exposure impaired gut barrier function, increased the liver fibrosis area, and markedly affected gut microbial diversity (P < 0.05). Tau effectively alleviated PQ-induced oxidative stress by activating the Nrf2/Keap1 pathway and inhibiting the TLR4/NF-κB pathway. This enhanced gut barrier function, promoted mucosal repair, and significantly suppressed the concentration and circulation of lipopolysaccharides in the blood, consequently reducing liver damage (P < 0.05). This further facilitated the optimization of gut microbiota composition, thereby supporting the positive regulation of the gut-liver axis and improving systemic immune and antioxidant functions.

Conclusions: Tau improved the health status of weaned piglets under both normal and stressed conditions by modulating the Nrf2/Keap1 and TLR4/NF-κB pathways, offering a potential new nutritional strategy for alleviating gut-liver damage.

背景:氧化应激可损害肠道屏障功能,引起肝脏损伤,导致动物生产力下降。百草枯(PQ)可诱导断奶仔猪显著氧化应激。牛磺酸(Tau)是一种广泛分布于体内的游离氨基酸,其抗氧化、抗炎和代谢调节功能已被广泛研究。然而,饲粮中Tau减轻断奶仔猪氧化应激和肠-肝轴损伤的机制尚不清楚。方法:采用2 × 2因子设计,采用公母各20头,体重6.41±0.11 kg, 25日龄杜×长×大的试验仔猪40头,研究饲粮Tau(0%或0.4%)减轻pq诱导的氧化应激和肠-肝轴损伤的机制。我们分析了正常和急性氧化应激下仔猪肠道屏障功能、粘膜损伤修复、肝损伤、肠-肝免疫、抗氧化能力、全身免疫稳态、抗氧化水平和肠道微生物群多样性相关的关键生物标志物。特别地,我们评估了Tau通过Nrf2/Keap1(抗氧化)和TLR4/NF-κB(免疫调节)信号通路介导的肠-肝轴功能的协调调节。利用偏最小二乘路径建模和分子对接来探索PQ、Tau和肠肝轴之间的内在关系。结果:PQ暴露损害了断奶仔猪的肠道屏障功能,增加了肝脏纤维化面积,并显著影响了肠道微生物多样性(P)。结论:Tau通过调节Nrf2/Keap1和TLR4/NF-κB通路,改善了断奶仔猪在正常和应激条件下的健康状况,为减轻肠-肝损伤提供了一种潜在的新的营养策略。
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引用次数: 0
Understanding the diversity and roles of the canine gut microbiome. 了解犬肠道微生物群的多样性和作用。
IF 6.3 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-07-05 DOI: 10.1186/s40104-025-01235-4
Haram Kim, Yeongjae Chae, Jin Ho Cho, Minho Song, Jinok Kwak, Hyunok Doo, Yejin Choi, Juyoun Kang, Hyunjin Yang, Suyoung Lee, Gi Beom Keum, Suphot Wattanaphansak, Sheena Kim, Hyeun Bum Kim

The canine gut microbiome plays a vital role in overall health and well-being by regulating various physiological functions, including digestion, immune responses, energy metabolism, and even behavior and temperament. As such, a comprehensive understanding of the diversity and functional roles of the canine gut microbiome is crucial for maintaining optimal health and well-being. In healthy dogs, the gut microbiome typically consists of a diverse array of bacterial phyla, including Firmicutes, Bacteroidetes, Actinobacteria, Fusobacteria, and Proteobacteria. These microbial communities form a complex ecosystem that interacts with the host to support canine health and homeostasis. A well-balanced microbiome, known as eubiosis, represents an optimized microbial composition that enhances host health and metabolic functions. Eubiosis is shaped by interactions between host physiology and environmental factors. However, dysbiosis, a disruption of eubiosis, can contribute to various health issues, such as weight fluctuations, metabolic disorders, and behavioral changes. Maintaining eubiosis in the canine gut microbiome requires customized management strategies that consider both physiological traits and environmental influences. In this review, we explored the structure and function of the canine gut microbiome, with particular emphasis on its role in health and the key factors that influence and support its maintenance.

狗的肠道微生物群通过调节各种生理功能,包括消化、免疫反应、能量代谢,甚至行为和气质,在整体健康和福祉中起着至关重要的作用。因此,全面了解犬肠道微生物群的多样性和功能作用对于维持最佳健康和福祉至关重要。健康狗的肠道微生物群通常由多种细菌门类组成,包括厚壁菌门、拟杆菌门、放线菌门、梭菌门和变形菌门。这些微生物群落形成了一个复杂的生态系统,与宿主相互作用,以支持犬的健康和体内平衡。一个良好平衡的微生物群,被称为益生菌,代表了一个优化的微生物组成,增强宿主的健康和代谢功能。益生是由宿主生理和环境因素之间的相互作用形成的。然而,生态失调,一种益生菌的破坏,会导致各种健康问题,如体重波动、代谢紊乱和行为改变。维持犬肠道微生物群的益生需要考虑生理特征和环境影响的定制管理策略。在这篇综述中,我们探讨了犬肠道微生物群的结构和功能,特别强调了它在健康中的作用以及影响和支持其维持的关键因素。
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引用次数: 0
Dihydrosanguinarine enhances tryptophan metabolism and intestinal immune function via AhR pathway activation in broilers. 双氢血氨酸通过激活AhR通路提高肉鸡色氨酸代谢和肠道免疫功能。
IF 6.3 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-07-04 DOI: 10.1186/s40104-025-01220-x
Yue Su, Miaomiao Wang, Zhiyong Wu, Peng Huang, Jianguo Zeng

Background: Tryptophan is essential for nutrition, immunity and neural activity, but cannot be synthesized endogenously. Certain natural products influence host health by modulating the gut microbiota to promote the production of tryptophan metabolites. Sanguinarine (SAN) enhances broiler immunity, however, its low bioavailability and underlying mechanisms remain unclear. This study aimed to decode the mechanisms by which sanguinarine enhances intestinal immune function in broilers.

Methods: Liquid chromatography-tandem mass spectrometry (LC-MS/MS) was employed to identify the main metabolites of sanguinarine in the intestine. Subsequently, equal concentrations of sanguinarine and its metabolites were separately added to the diets. The effects of sanguinarine and its metabolites on the intestinal immune function of broiler chickens were evaluated using 16S rRNA gene amplicon sequencing and tryptophan metabolomics approaches.

Results: We determined that dihydrosanguinarine (DHSA) is the main metabolite of sanguinarine in the intestine. Both compounds increased average daily gain and reduced feed efficiency, thereby improving growth performance. They also enhanced ileal villus height and the villus-to-crypt (V/C) ratio while decreasing crypt depth and upregulating the mRNA expression of tight junction proteins ZO-1, occludin and claudin-1. Furthermore, both compounds promoted the proliferation of intestinal Lactobacillus species, a tryptophan-metabolizing bacterium, stimulated short-chain fatty acid production, and lowered intestinal pH. They regulated tryptophan metabolism by increasing the diversity and content of indole tryptophan metabolites, activating the aryl hydrocarbon receptor (AhR) pathway, and elevating the mRNA levels of CYP1A1, CYP1B1, SLC3A1, IDO2 and TPH1. Inflammatory cytokines IL-1β and IL-6 were inhibited, while anti-inflammatory cytokines IL-10 and IL-22, serum SIgA concentration, and intestinal MUC2 expression were increased. Notably, DHSA exhibited a more pronounced effect on enhancing immune function compared to SAN.

Conclusions: SAN is converted to DHSA in vivo, which increases its bioavailability. DHSA regulates tryptophan metabolism by activating the AhR pathway and modulating immune-related factors through changes in the gut microbiota. Notably, DHSA significantly increases the abundance of Lactobacillus, a key tryptophan-metabolizing bacterium, thereby enhancing intestinal immune function and improving broiler growth performance.

背景:色氨酸是营养、免疫和神经活动所必需的,但不能内源性合成。某些天然产物通过调节肠道菌群促进色氨酸代谢物的产生来影响宿主的健康。血anguinarine (SAN)可提高肉鸡免疫力,但其生物利用度低,潜在机制尚不清楚。本研究旨在揭示血根碱增强肉鸡肠道免疫功能的作用机制。方法:采用液相色谱-串联质谱法(LC-MS/MS)鉴定血根碱在肠道中的主要代谢产物。随后,在饲粮中分别添加等浓度的血根碱及其代谢物。采用16S rRNA基因扩增子测序和色氨酸代谢组学方法研究了血根碱及其代谢物对肉鸡肠道免疫功能的影响。结果:二氢血碱(DHSA)是血碱在肠道中的主要代谢物。两种化合物均提高了平均日增重,降低了饲料效率,从而改善了生长性能。它们还增加了回肠绒毛高度和绒毛/隐窝(V/C)比,降低了隐窝深度,上调了紧密连接蛋白ZO-1、occludin和claudin-1的mRNA表达。此外,这两种化合物都能促进肠道色氨酸代谢细菌乳酸杆菌的增殖,刺激短链脂肪酸的产生,降低肠道ph。它们通过增加吲哚色氨酸代谢物的多样性和含量,激活芳烃受体(AhR)途径,提高CYP1A1、CYP1B1、SLC3A1、IDO2和TPH1 mRNA水平来调节色氨酸代谢。炎症因子IL-1β和IL-6受到抑制,抗炎因子IL-10和IL-22、血清SIgA浓度和肠道MUC2表达升高。值得注意的是,与SAN相比,DHSA在增强免疫功能方面表现出更明显的作用。结论:SAN在体内转化为DHSA,提高了其生物利用度。DHSA通过激活AhR通路和通过改变肠道菌群调节免疫相关因子来调节色氨酸代谢。值得注意的是,DHSA显著提高了色氨酸关键代谢菌乳酸杆菌的丰度,从而增强了肠道免疫功能,改善了肉鸡的生长性能。
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引用次数: 0
期刊
Journal of Animal Science and Biotechnology
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