Identification of region-specific gene isoforms in the human brain using long-read transcriptome sequencing

被引:6
|
作者
Shimada, Mihoko [1 ,2 ,3 ]
Omae, Yosuke [1 ]
Kakita, Akiyoshi [4 ]
Gabdulkhaev, Ramil [4 ]
Hitomi, Yuki [5 ]
Miyagawa, Taku [3 ]
Honda, Makoto [3 ,6 ,7 ]
Fujimoto, Akihiro [8 ]
Tokunaga, Katsushi [1 ]
机构
[1] Natl Ctr Global Hlth & Med NCGM, Genome Med Sci Project Toyama, Tokyo, Japan
[2] Natl Ctr Global Hlth & Med NCGM, Ctr Clin Sci, Tokyo, Japan
[3] Tokyo Metropolitan Inst Med Sci, Dept Psychiat & Behav Sci, Sleep Disorders Project, Tokyo, Japan
[4] Niigata Univ, Brain Res Inst, Dept Pathol, Niigata, Japan
[5] Natl Ctr Global Hlth & Med NCGM, Res Inst, Dept Human Genet, Tokyo, Japan
[6] Japan Somnol Ctr, Tokyo, Japan
[7] Seiwa Hosp, Inst Neuropsychiat, Tokyo, Japan
[8] Univ Tokyo, Grad Sch Med, Dept Human Genet, Tokyo, Japan
关键词
INTRAGENIC DNA METHYLATION; BODY-SPECIFIC METHYLATION; EXPRESSION; GAS7; ORGANIZATION; GROWTH;
D O I
10.1126/sciadv.adj5279
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In neurological and neuropsychiatric diseases, different brain regions are affected, and differences in gene expression patterns could potentially explain this mechanism. However, limited studies have precisely explored gene expression in different regions of the human brain. In this study, we performed long-read RNA sequencing on three different brain regions of the same individuals: the cerebellum, hypothalamus, and temporal cortex. Despite stringent filtering criteria excluding isoforms predicted to be artifacts, over half of the isoforms expressed in multiple samples across multiple regions were found to be unregistered in the GENCODE reference. We then especially focused on genes with different major isoforms in each brain region, even with similar overall expression levels, and identified that many of such genes including GAS7 might have distinct roles in dendritic spine and neuronal formation in each region. We also found that DNA methylation might, in part, drive different isoform expressions in different regions. These findings highlight the significance of analyzing isoforms expressed in disease-relevant sites.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Identification and characterization of occult human-specific LINE-1 insertions using long-read sequencing technology
    Zhou, Weichen
    Emery, Sarah B.
    Flasch, Diane A.
    Wang, Yifan
    Kwan, Kenneth Y.
    Kidd, Jeffrey M.
    Moran, John, V
    Mills, Ryan E.
    NUCLEIC ACIDS RESEARCH, 2020, 48 (03) : 1146 - 1163
  • [22] The Impact of cDNA Normalization on Long-Read Sequencing of a Complex Transcriptome
    Hoang, Nam, V
    Furtado, Agnelo
    Perlo, Virginie
    Botha, Frederik C.
    Henry, Robert J.
    FRONTIERS IN GENETICS, 2019, 10
  • [23] JAFFAL: detecting fusion genes with long-read transcriptome sequencing
    Davidson, Nadia M.
    Chen, Ying
    Sadras, Teresa
    Ryland, Georgina L.
    Blombery, Piers
    Ekert, Paul G.
    Goke, Jonathan
    Oshlack, Alicia
    GENOME BIOLOGY, 2022, 23 (01)
  • [24] JAFFAL: detecting fusion genes with long-read transcriptome sequencing
    Nadia M. Davidson
    Ying Chen
    Teresa Sadras
    Georgina L. Ryland
    Piers Blombery
    Paul G. Ekert
    Jonathan Göke
    Alicia Oshlack
    Genome Biology, 23
  • [25] Identification of alternatively spliced gene isoforms and novel noncoding RNAs by single-molecule long-read sequencing in Camellia
    Hu, Zhikang
    Lyu, Tao
    Yan, Chao
    Wang, Yupeng
    Ye, Ning
    Fan, Zhengqi
    Li, Xinlei
    Li, Jiyuan
    Yin, Hengfu
    RNA BIOLOGY, 2020, 17 (07) : 966 - 976
  • [26] IsoTools: a flexible workflow for long-read transcriptome sequencing analysis
    Lienhard, Matthias
    van den Beucken, Twan
    Timmermann, Bernd
    Hochradel, Myriam
    Boerno, Stefan
    Caiment, Florian
    Vingron, Martin
    Herwig, Ralf
    BIOINFORMATICS, 2023, 39 (06)
  • [27] Long-Read Sequencing - A Powerful Toll in Viral Transcriptome Research
    Boldogkoi, Zsolt
    Moldovan, Norbert
    Balazs, Zsolt
    Snyder, Michael
    Tombacz, Ddra
    TRENDS IN MICROBIOLOGY, 2019, 27 (07) : 578 - 592
  • [28] Long-read RNA sequencing: A transformative technology for exploring transcriptome complexity in human diseases
    Ament, Isabelle Heifetz
    Debruyne, Nicole
    Wang, Feng
    Lin, Lan
    MOLECULAR THERAPY, 2025, 33 (03) : 883 - 894
  • [29] Identification and quantification of small exon-containing isoforms in long-read RNA sequencing data
    Liu, Zhen
    Zhu, Chenchen
    Steinmetz, Lars M.
    Wei, Wu
    NUCLEIC ACIDS RESEARCH, 2023, 51 (20) : E104
  • [30] LoRID: a bioinformatic pipeline to discover alternative isoforms using nanopore long-read sequencing
    Soirat, Nicolas
    Aucouturier, Camille
    Philippe, Nicolas
    Vaur, Dominique
    Bertrand, Denis
    Raphael, Leman
    Krieger, Sophie
    Castera, Laurent
    EUROPEAN JOURNAL OF HUMAN GENETICS, 2024, 32 : 669 - 670