Emma F Jones, Timothy C Howton, Victoria L Flanary, Amanda D Clark, Brittany N Lasseigne
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To assess differences in AS across the cerebellum, cortex, hippocampus, and striatum by sex, we generated and analyzed Oxford Nanopore Technologies (ONT) long-read RNA sequencing (lrRNA-Seq) C57BL/6J mouse brain cDNA libraries. From > 85 million reads that passed quality control metrics, we calculated differential gene expression (DGE), differential transcript expression (DTE), and differential transcript usage (DTU) across brain regions and by sex. We found significant DGE, DTE, and DTU across brain regions and that the cerebellum had the most differences compared to the other three regions. Additionally, we found region-specific differential splicing between sexes, with the most sex differences in DTU in the cortex and no DTU in the hippocampus. We also report on two distinct patterns of sex DTU we observed, sex-divergent and sex-specific, that could potentially help explain sex differences in the prevalence and prognosis of various neurological and psychiatric disorders in future studies. Finally, we built a Shiny web application for researchers to explore the data further. Our study provides a resource for the community; it underscores the importance of AS in biological heterogeneity and the utility of long-read sequencing to better understand AS in the brain.</p>","PeriodicalId":3,"journal":{"name":"ACS Applied Electronic Materials","volume":null,"pages":null},"PeriodicalIF":4.3000,"publicationDate":"2024-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11188239/pdf/","citationCount":"0","resultStr":"{\"title\":\"Long-read RNA sequencing identifies region- and sex-specific C57BL/6J mouse brain mRNA isoform expression and usage.\",\"authors\":\"Emma F Jones, Timothy C Howton, Victoria L Flanary, Amanda D Clark, Brittany N Lasseigne\",\"doi\":\"10.1186/s13041-024-01112-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Alternative splicing (AS) contributes to the biological heterogeneity between species, sexes, tissues, and cell types. 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Our study provides a resource for the community; it underscores the importance of AS in biological heterogeneity and the utility of long-read sequencing to better understand AS in the brain.</p>\",\"PeriodicalId\":3,\"journal\":{\"name\":\"ACS Applied Electronic Materials\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2024-06-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11188239/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Electronic Materials\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s13041-024-01112-7\",\"RegionNum\":3,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Electronic Materials","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13041-024-01112-7","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
摘要
替代剪接(AS)是物种、性别、组织和细胞类型之间存在生物异质性的原因之一。许多疾病要么是由 AS 的改变引起的,要么是由 AS 的改变引起的。因此,准确有效地测量AS对于评估分子表型(包括与疾病相关的表型)至关重要。与短线程测序方法相比,长线程测序能更准确地量化不同剪接异构体的表达,而第三代平台则为高通量实验提供了便利。为了评估小脑、大脑皮层、海马和纹状体中AS的性别差异,我们生成并分析了牛津纳米孔技术公司(ONT)的长读程RNA测序(lrRNA-Seq)C57BL/6J小鼠大脑cDNA文库。我们从超过 8500 万个通过质量控制指标的读数中,计算了不同脑区和不同性别的差异基因表达(DGE)、差异转录本表达(DTE)和差异转录本使用(DTU)。我们发现各脑区的差异基因表达量、差异转录本表达量和差异转录本使用量都很明显,而且与其他三个脑区相比,小脑的差异最大。此外,我们还发现了性别间特定区域的剪接差异,其中大脑皮层的 DTU 性别差异最大,而海马区则没有 DTU。我们还报告了观察到的性别 DTU 的两种不同模式:性别差异和性别特异,这可能有助于在未来的研究中解释各种神经和精神疾病的患病率和预后的性别差异。最后,我们建立了一个 Shiny 网络应用程序,供研究人员进一步探索数据。我们的研究为社区提供了一种资源;它强调了AS在生物异质性中的重要性,以及长线程测序在更好地了解大脑中的AS方面的实用性。
Long-read RNA sequencing identifies region- and sex-specific C57BL/6J mouse brain mRNA isoform expression and usage.
Alternative splicing (AS) contributes to the biological heterogeneity between species, sexes, tissues, and cell types. Many diseases are either caused by alterations in AS or by alterations to AS. Therefore, measuring AS accurately and efficiently is critical for assessing molecular phenotypes, including those associated with disease. Long-read sequencing enables more accurate quantification of differentially spliced isoform expression than short-read sequencing approaches, and third-generation platforms facilitate high-throughput experiments. To assess differences in AS across the cerebellum, cortex, hippocampus, and striatum by sex, we generated and analyzed Oxford Nanopore Technologies (ONT) long-read RNA sequencing (lrRNA-Seq) C57BL/6J mouse brain cDNA libraries. From > 85 million reads that passed quality control metrics, we calculated differential gene expression (DGE), differential transcript expression (DTE), and differential transcript usage (DTU) across brain regions and by sex. We found significant DGE, DTE, and DTU across brain regions and that the cerebellum had the most differences compared to the other three regions. Additionally, we found region-specific differential splicing between sexes, with the most sex differences in DTU in the cortex and no DTU in the hippocampus. We also report on two distinct patterns of sex DTU we observed, sex-divergent and sex-specific, that could potentially help explain sex differences in the prevalence and prognosis of various neurological and psychiatric disorders in future studies. Finally, we built a Shiny web application for researchers to explore the data further. Our study provides a resource for the community; it underscores the importance of AS in biological heterogeneity and the utility of long-read sequencing to better understand AS in the brain.