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全基因组重测序揭示了拉达克牛的高原适应特征和杂交。

Whole genome re-sequencing reveals high altitude adaptation signatures and admixture in Ladakhi cattle.

机构信息

Division of Animal Genetics, ICAR-National Bureau of Animal Genetic Resources, Karnal 132001, India; Division of Animal Genetics and Breeding, ICAR-National Dairy Research Institute, Karnal 132001, India.

Division of Animal Genetics, ICAR-National Bureau of Animal Genetic Resources, Karnal 132001, India.

出版信息

Gene. 2025 Jan 15;933:148957. doi: 10.1016/j.gene.2024.148957. Epub 2024 Sep 19.

Abstract

Ladakhi cattle, native to the high-altitude region of Ladakh in northern India (ranging from 3,000 to 5,000 m above sea level), have evolved unique genetic adaptations to thrive in harsh environmental conditions, such as hypoxia, extreme cold, and low humidity. This study explored the genome of Ladakhi cattle to investigate genetic structure, selection signatures, and adaptive mechanisms. Whole genome sequencing reads, generated on Illumina NovaSeq 6000 platform, were aligned to the Bos taurus reference genome with BWA-MEM. SNPs were identified and filtered using GATK and bcftools, and functionally annotated with SnpEff. For population genomic analysis, PCA and admixture modeling assessed genetic structure, while Neighbor-Joining trees, LD decay, nucleotide diversity (π), and F evaluated phylogenetic relationships and genetic variation. Selective sweeps were detected using RAiSD, and gene-set enrichment and protein-protein interaction analyses were conducted to explore functional pathways related to adaptation. The study revealed 3,759,279 unique SNPs and demonstrated that Ladakhi cattle form a distinct genetic cluster with an estimated admixture of 68 % Bos indicus and 32 % Bos taurus ancestry. Key findings include rapid linkage disequilibrium decay, low inbreeding level, and the identification of selection signatures and genes associated with hypoxia response, energy metabolism, and cold adaptation. Mean nucleotide diversity (π, 0.0037) and F values indicated moderate genetic differentiation from other breeds. The analysis highlighted selection signatures for genes like HIF1A, ENO4, ANGPT1, EPO, NOS3, MAPK3, HMOX1, BCL2,CAMK2D, MTOR, AKT2,PIK3CB, and MAP2K1, among others, including various keratin and heat shock proteins. The interaction between genes associated with hypoxia signaling (HIF-1) and other enriched pathways such as PI3K, mTOR, NFκB, ERK, and ER stress, reveals a complex mechanism for managing hypoxic stress in Ladakhi cattle. These findings offer valuable insights for breeding programs aimed at enhancing livestock resilience in extreme environments and enhance understanding of mammalian adaptation to high-altitude conditions.

摘要

拉达克牛原产于印度北部拉达克高海拔地区(海拔 3000-5000 米),它们已经进化出独特的遗传适应性,以在恶劣的环境条件下茁壮成长,如缺氧、极寒和低湿度。本研究旨在探索拉达克牛的基因组,以研究其遗传结构、选择特征和适应机制。使用 BWA-MEM 将 Illumina NovaSeq 6000 平台生成的全基因组测序reads 与 Bos taurus 参考基因组进行比对。使用 GATK 和 bcftools 识别和过滤 SNPs,并使用 SnpEff 进行功能注释。为了进行群体基因组分析,PCA 和混合模型评估了遗传结构,而邻接聚类树、LD 衰减、核苷酸多样性(π)和 F 评估了系统发育关系和遗传变异。使用 RAiSD 检测选择压力,进行基因集富集和蛋白质-蛋白质相互作用分析,以探索与适应相关的功能途径。研究发现了 3759279 个独特的 SNPs,并表明拉达克牛形成了一个独特的遗传聚类,估计有 68%的 Bos indicus 和 32%的 Bos taurus 祖先。主要发现包括快速连锁不平衡衰减、低近交水平以及与缺氧反应、能量代谢和冷适应相关的选择特征和基因的鉴定。平均核苷酸多样性(π,0.0037)和 F 值表明与其他品种有中等程度的遗传分化。该分析突出了 HIF1A、ENO4、ANGPT1、EPO、NOS3、MAPK3、HMOX1、BCL2、CAMK2D、MTOR、AKT2、PIK3CB 和 MAP2K1 等基因的选择特征,还包括各种角蛋白和热休克蛋白。与缺氧信号转导(HIF-1)相关的基因与其他丰富的途径(如 PI3K、mTOR、NFκB、ERK 和 ER 应激)之间的相互作用,揭示了拉达克牛管理缺氧应激的复杂机制。这些发现为旨在提高极端环境下牲畜适应能力的育种计划提供了有价值的见解,并增进了对哺乳动物适应高海拔条件的理解。

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