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内毒素诱导的[具体对象]皮质醇反应的遗传参数、线性关联及全基因组关联研究

Genetic Parameters, Linear Associations, and Genome-Wide Association Study for Endotoxin-Induced Cortisol Response in .

作者信息

Galindo Bruno A, Shandilya Umesh K, Sharma Ankita, Schenkel Flavio S, Canovas Angela, Mallard Bonnie A, Karrow Niel A

机构信息

Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada.

Cornélio Procópio Campus, State University of the Northern Parana, Cornélio Procópio 86300-000, PR, Brazil.

出版信息

Animals (Basel). 2025 Jun 26;15(13):1890. doi: 10.3390/ani15131890.

Abstract

Lipopolysaccharide (LPS) endotoxin is a well-characterized microbe-associated molecular pattern (MAMP) that forms the outer membrane of both pathogenic and commensal Gram-negative bacteria. It plays a crucial role in triggering inflammatory disorders such as mastitis, acidosis, and septicemia. In heifers, an LPS challenge induces a dynamic stress response, marked by elevated cortisol levels, increased body temperature, and altered immune function. Research indicates that LPS administration leads to a significant rise in cortisol post-challenge. Building on this understanding, the present study aimed to estimate genetic parameters for serum cortisol response to LPS challenge in and its linear associations with production, health, reproduction, and conformation traits. Additionally, a genome-wide association study (GWAS) was conducted to identify genetic regions associated with cortisol response. A total of 252 animals were evaluated for cortisol response, with correlations estimated between cortisol levels and 55 genomic breeding values for key traits. Genetic parameters and heritability for cortisol response were estimated using Residual Maximum Likelihood (REML) in the Blupf90+ v 2.57 software. Single-Step GWAS (ssGWAS) employing a 10-SNP window approach and 42,123 SNP markers was performed to identify genomic regions that explained at least 0.5% of additive genetic variance. Finally, candidate genes and QTLs located 50 kb up and downstream of those windows were identified. The cortisol response showed significant but weak linear associations with cystic ovaries, body maintenance requirements, lactation persistency, milk yield, and protein yield (-value ≤ 0.05) and showed suggestive weak linear associations with udder texture, clinical ketosis, heel horn erosion, and milking speed (-value ≤ 0.15). Cortisol response showed significant additive genetic variance, along with moderate heritability of 0.26 (±0.19). A total of 34 windows explained at least 0.5% of additive genetic variance, and 75 QTLs and 11 candidate genes, comprising the genes , , , , , , , , , , and , were identified. The functional enrichment analysis allowed us to infer two instances where these gene products could interfere with cortisol production: the first instance is related to the complement system, and the second one is related to the EMT (Epithelium-Mesenchymal Transition) and pituitary gland formation. Among the QTLs, 13 were enriched in the dataset, corresponding to traits related to milk (potassium content), the exterior (udder traits, teat placement, foot angle, rear leg placement, and feet and leg conformation), production (length of productive life, net merit, and type), and reproduction (stillbirth and calving ease). In summary, the cortisol response to LPS challenge in seems to be moderately heritable and has weak but significant linear associations with important production and health traits. Several candidate genes identified could perform important roles, in at least two ways, for cortisol production, and QTLs were identified close to regions of the genome that explained a significant amount of additive genetic variance for cortisol response. Therefore, further investigations are warranted to validate these findings with a larger dataset.

摘要

脂多糖(LPS)内毒素是一种特征明确的微生物相关分子模式(MAMP),构成致病性和共生革兰氏阴性菌的外膜。它在引发乳腺炎、酸中毒和败血症等炎症性疾病中起关键作用。在小母牛中,LPS刺激会引发动态应激反应,其特征是皮质醇水平升高、体温升高和免疫功能改变。研究表明,给予LPS会导致刺激后皮质醇显著升高。基于这一认识,本研究旨在估计小母牛血清皮质醇对LPS刺激反应的遗传参数及其与生产、健康、繁殖和体型性状的线性关联。此外,进行了全基因组关联研究(GWAS)以鉴定与皮质醇反应相关的基因区域。总共对252只动物的皮质醇反应进行了评估,估计了皮质醇水平与55个关键性状的基因组育种值之间的相关性。使用Blupf90+ v 2.57软件中的残差最大似然法(REML)估计皮质醇反应的遗传参数和遗传力。采用10个单核苷酸多态性(SNP)窗口方法和42,123个SNP标记进行单步GWAS,以鉴定解释至少0.5%加性遗传方差的基因组区域。最后,鉴定了位于这些窗口上下游50 kb处的候选基因和数量性状基因座(QTL)。皮质醇反应与卵巢囊肿、身体维持需求、泌乳持续性、产奶量和蛋白质产量呈显著但微弱的线性关联(P值≤0.05),与乳房质地、临床酮病、蹄角侵蚀和挤奶速度呈提示性微弱线性关联(P值≤0.15)。皮质醇反应表现出显著的加性遗传方差,遗传力为中等水平,为0.26(±0.19)。总共34个窗口解释了至少0.5%的加性遗传方差,鉴定出75个QTL和11个候选基因,包括基因、、、、、、、、、、和。功能富集分析使我们能够推断出这些基因产物可能干扰皮质醇产生的两种情况:第一种情况与补体系统有关,第二种情况与上皮-间质转化(EMT)和垂体形成有关。在QTL中,有13个在数据集中富集,对应于与牛奶(钾含量)、外观(乳房性状、乳头位置、蹄角、后腿位置以及蹄和腿部形态)、生产(生产寿命长度、净效益和类型)和繁殖(死产和产犊难易度)相关的性状。总之,小母牛对LPS刺激的皮质醇反应似乎具有中等遗传力,与重要的生产和健康性状呈微弱但显著的线性关联。鉴定出的几个候选基因可能至少以两种方式对皮质醇产生起重要作用,并且在基因组区域附近鉴定出了QTL,这些区域解释了皮质醇反应的大量加性遗传方差。因此,有必要进行进一步研究以用更大的数据集验证这些发现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f6ff/12248804/327017b6bea2/animals-15-01890-g001.jpg

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