Integrating short-read and long-read single-cell transcriptomics of pig pituitary reveals mechanisms of high-altitude hypoxia adaptation.

IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY
PLoS Genetics Pub Date : 2026-08-10 eCollection Date: 2026-08-01 DOI:10.1371/journal.pgen.1012267
Hai Li, Xudong Wu, Hailong Huo, Xia Zhang, Yiming Guo, Wan Lin, Feidi Wen, Zhijun Zhao, Guiying Zhao, Jinlong Huo
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Abstract

Acting as the central endocrine hub, the pituitary gland is closely related to the mechanism of adaptation to high-altitude hypoxia. Here, by integratively combining long-read (Oxford Nanopore) and short-read (Illumina) single-cell sequencing approaches, we profiled pituitaries from Diqing Tibetan pigs, inhabiting high-altitude environments (3,200 m) and Diannan small-ear pigs from low-altitude regions (500 m), thereby generating a full-length single-cell atlas, which in turn enabled the identification of molecular mechanisms potentially underlying adaptation to high-altitude hypoxia stress. Systematically delineating pituitary structure and transcriptional dynamics, we profiled 27,339 single cells encompassing 28,932 expressed genes. Leveraging unsupervised clustering coupled with marker-based annotation, we identified ten major cell types. Expression profiling of 20 canonical marker genes revealed pronounced cell-type-specific expression patterns, ten of which were independently validated by immunofluorescence, thus substantiating the accuracy of cell-type annotation. Gene-ontology enrichment analysis further suggested that upregulated genes were predominantly involved in oxidative metabolism and energy production, whereas downregulated genes were significantly associated with protein biosynthesis and translation processes, indicating a functional reprogramming of metabolic pathways. Moreover, comparative analyses between breeds and cell-cell communication analyses highlighted pathway shifts, including broad upregulation of the collagen family and four ligand-receptor pairs that may mediate pituitary intercellular coordination. In parallel, transcription-factor activity analysis nominated several regulators, including EBF3, DBX2, and TCF21, which may collectively contribute to altitude-associated adaptation. Finally, integrating long-read sequencing data revealed widespread transcript isoform diversity, with ~28% novel annotations, indicating considerable isoform complexity in pigs. Our findings delineate cellular heterogeneity, inferred intercellular communication networks, and transcript-isoform diversity in the porcine pituitary, thereby providing a cell-resolved resource for understanding pituitary features associated with high-altitude environments.

整合猪垂体短读和长读单细胞转录组学揭示了高海拔缺氧适应机制。
垂体作为中枢内分泌中枢,与高原缺氧适应机制密切相关。在这里,通过整合长读(Oxford Nanopore)和短读(Illumina)单细胞测序方法,我们分析了生活在高海拔地区(3200米)的迪庆藏猪和生活在低海拔地区(500米)的滇南小耳猪的垂体,从而生成了一个全长的单细胞图谱,从而能够识别适应高海拔缺氧应激的潜在分子机制。为了系统地描述垂体结构和转录动力学,我们分析了27,339个单细胞,其中包含28,932个表达基因。利用无监督聚类和基于标记的注释,我们确定了十种主要的细胞类型。20个典型标记基因的表达谱显示了明显的细胞类型特异性表达模式,其中10个通过免疫荧光独立验证,从而证实了细胞类型注释的准确性。基因本体富集分析进一步表明,上调基因主要参与氧化代谢和能量产生,而下调基因则与蛋白质生物合成和翻译过程显著相关,表明代谢途径存在功能性重编程。此外,品种之间的比较分析和细胞间通讯分析强调了通路的变化,包括胶原家族和四种可能介导垂体细胞间协调的配体受体对的广泛上调。与此同时,转录因子活性分析提名了几种调节因子,包括EBF3、DBX2和TCF21,它们可能共同促进海拔相关适应。最后,整合长读测序数据揭示了广泛的转录异构体多样性,有~28%的新注释,表明猪具有相当大的异构体复杂性。我们的研究结果描述了猪垂体的细胞异质性,推断了细胞间通信网络和转录异构体多样性,从而为理解与高海拔环境相关的垂体特征提供了细胞解析资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
PLoS Genetics
PLoS Genetics GENETICS & HEREDITY-
自引率
2.20%
发文量
438
期刊介绍: PLOS Genetics is run by an international Editorial Board, headed by the Editors-in-Chief, Greg Barsh (HudsonAlpha Institute of Biotechnology, and Stanford University School of Medicine) and Greg Copenhaver (The University of North Carolina at Chapel Hill). Articles published in PLOS Genetics are archived in PubMed Central and cited in PubMed.
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