Jiang Chengfei, Li Ping, Cao Haiming
Cardiovascular Branch, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, 20892, USA.
Adv Sci (Weinh). 2025 Feb;12(5):e2408054. doi: 10.1002/advs.202408054. Epub 2024 Dec 16.
Understanding tissue-specific RNA landscapes is essential for uncovering the functional mechanisms of key organs in mammals. However, current knowledge remains limited, as short-read RNA sequencing-the predominant method for assessing gene expression-depends on incomplete gene annotations and struggles to resolve the diverse transcripts produced by genes. To address these limitations, an integrative approach combining nanopore direct RNA sequencing (DRS), ATAC-Seq, and short-read RNA-seq is used. This method enabled the analysis of RNA landscapes across major mouse organs under fasting and fed conditions, representing two extremes of the caloric cycle. This study uncovered tens of thousands of novel transcripts and identified hundreds of genes with tissue-specific expression, revealing additional layers of regulated pathways within each organ that conventional short-read RNA-seq cannot resolve. By profiling transcript expression across multiple organs under identical conditions, it is conducted comparative analyses exposing significant differences in transcript isoforms and regulations. Moreover, nanopore DRS revealed dynamic changes in poly(A) tail length and m6A modifications of transcripts, many regulated in a tissue-specific manner. These changes likely contribute to functional differentiation and metabolic specialization of various organs. Collectively, this findings reveal previously unrecognized layers of gene regulation, offering new insights into the metabolic basis of organ function.
了解组织特异性RNA图谱对于揭示哺乳动物关键器官的功能机制至关重要。然而,目前的知识仍然有限,因为短读长RNA测序(评估基因表达的主要方法)依赖于不完整的基因注释,并且难以解析基因产生的多种转录本。为了解决这些局限性,采用了一种结合纳米孔直接RNA测序(DRS)、ATAC-Seq和短读长RNA测序的综合方法。该方法能够分析禁食和进食条件下主要小鼠器官的RNA图谱,这两种条件代表了热量循环的两个极端。这项研究发现了数以万计的新转录本,并鉴定了数百个具有组织特异性表达的基因,揭示了每个器官内传统短读长RNA测序无法解析的额外调控途径层。通过在相同条件下对多个器官的转录本表达进行分析,进行了比较分析,揭示了转录本异构体和调控方面的显著差异。此外,纳米孔DRS揭示了转录本的聚(A)尾长度和m6A修饰的动态变化,其中许多变化以组织特异性方式受到调控。这些变化可能有助于各种器官的功能分化和代谢特化。总的来说,这些发现揭示了以前未被认识的基因调控层,为器官功能的代谢基础提供了新的见解。