A Novel Analytical Strategy to Identify Fusion Transcripts between Repetitive Elements and Protein Coding-Exons Using RNA-Seq

被引:0
|
作者
Wang, Tianyuan [1 ]
Santos, Janine H. [1 ]
Feng, Jian [2 ,3 ]
Fargo, David C. [1 ]
Shen, Li [2 ,3 ]
Riadi, Gonzalo [4 ]
Keeley, Elizabeth [2 ,3 ]
Rosh, Zachary S. [2 ,3 ]
Nestler, Eric J. [2 ,3 ]
Woychik, Richard P. [1 ]
机构
[1] NIEHS, 111 TW Alexander Dr,Bldg 101, Res Triangle Pk, NC 27709 USA
[2] Icahn Sch Med Mt Sinai, Fishberg Dept Neurosci, One Gustave L Levy Pl,Box 1065, New York, NY 10029 USA
[3] Icahn Sch Med Mt Sinai, Friedman Brain Inst, One Gustave L Levy Pl,Box 1065, New York, NY 10029 USA
[4] Univ Talca, Fac Ingn, Dept Bioinformat, CBSM, Av 2 Norte 685, Talca 3465548, Chile
来源
PLOS ONE | 2016年 / 11卷 / 07期
关键词
TRANSPOSABLE ELEMENTS; NUCLEUS-ACCUMBENS; GENE-EXPRESSION; CELLS; METHYLATION; ISOFORM; TOPHAT; BRAIN;
D O I
10.1371/journal.pone.0159028
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
Repetitive elements (REs) comprise 40-60% of the mammalian genome and have been shown to epigenetically influence the expression of genes through the formation of fusion transcript (FTs). We previously showed that an intracisternal A particle forms an FT with the agouti gene in mice, causing obesity/type 2 diabetes. To determine the frequency of FTs genome-wide, we developed a TopHat-Fusion-based analytical pipeline to identify FTs with high specificity. We applied it to an RNA-seq dataset from the nucleus accumbens (NAc) of mice repeatedly exposed to cocaine. Cocaine was previously shown to increase the expression of certain REs in this brain region. Using this pipeline that can be applied to single- or paired-end reads, we identified 438 genes expressing 813 different FTs in the NAc. Although all types of studied repeats were present in FTs, simple sequence repeats were underrepresented. Most importantly, reverse-transcription and quantitative PCR validated the expression of selected FTs in an independent cohort of animals, which also revealed that some FTs are the prominent isoforms expressed in the NAc by some genes. In other RNA-seq datasets, developmental expression as well as tissue specificity of some FTs differed from their corresponding non-fusion counterparts. Finally, in silico analysis predicted changes in the structure of proteins encoded by some FTs, potentially resulting in gain or loss of function. Collectively, these results indicate the robustness of our pipeline in detecting these new isoforms of genes, which we believe provides a valuable tool to aid in better understanding the broad role of REs in mammalian cellular biology.
引用
收藏
页数:20
相关论文
共 30 条
  • [1] Novel fusion transcripts in bladder cancer identified by RNA-seq
    Kekeeva, T.
    Tanas, A.
    Kanygina, A.
    Alexeev, D.
    Shikeeva, A.
    Zavalishina, L.
    Andreeva, Y.
    Frank, G. A.
    Zaletaev, D.
    CANCER LETTERS, 2016, 374 (02) : 224 - 228
  • [2] Identification of novel exons and transcripts by comprehensive RNA-Seq of horn cancer transcriptome in Bos indicus
    Jakhesara, Subhash J.
    Koringa, Prakash G.
    Joshi, Chaitanya G.
    JOURNAL OF BIOTECHNOLOGY, 2013, 165 (01) : 37 - 44
  • [3] Identification of novel transcripts in annotated genomes using RNA-Seq
    Roberts, Adam
    Pimentel, Harold
    Trapnell, Cole
    Pachter, Lior
    BIOINFORMATICS, 2011, 27 (17) : 2325 - 2329
  • [4] A long-read RNA-seq approach to identify novel transcripts of very large genes
    Uapinyoying, Prech
    Goecks, Jeremy
    Knoblach, Susan M.
    Panchapakesan, Karuna
    Bonnemann, Carsten G.
    Partridge, Terence A.
    Jaiswal, Jyoti K.
    Hoffman, Eric P.
    GENOME RESEARCH, 2020, 30 (06) : 885 - 897
  • [5] FusionHunter: identifying fusion transcripts in cancer using paired-end RNA-seq
    Li, Yang
    Chien, Jeremy
    Smith, David I.
    Ma, Jian
    BIOINFORMATICS, 2011, 27 (12) : 1708 - 1710
  • [6] Detection of novel fusion-transcripts by RNA-Seq in T-cell lymphoblastic lymphoma
    Lopez-Nieva, Pilar
    Fernandez-Navarro, Pablo
    Grana-Castro, Osvaldo
    Andres-Leon, Eduardo
    Santos, Javier
    Villa-Morales, Maria
    Angeles Cobos-Fernandez, Maria
    Gonzalez-Sanchez, Laura
    Malumbres, Marcos
    Salazar-Roa, Maria
    Fernandez-Piqueras, Jose
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [7] Detection of novel fusion-transcripts by RNA-Seq in T-cell lymphoblastic lymphoma
    Pilar López-Nieva
    Pablo Fernández-Navarro
    Osvaldo Graña-Castro
    Eduardo Andrés-León
    Javier Santos
    María Villa-Morales
    María Ángeles Cobos-Fernández
    Laura González-Sánchez
    Marcos Malumbres
    María Salazar-Roa
    José Fernández-Piqueras
    Scientific Reports, 9
  • [8] Identification of novel noncoding transcripts in telomerase-negative yeast using RNA-seq
    Niederer, Rachel O.
    Papadopoulos, Nickolas
    Zappulla, David C.
    SCIENTIFIC REPORTS, 2016, 6
  • [9] Identification of novel noncoding transcripts in telomerase-negative yeast using RNA-seq
    Rachel O. Niederer
    Nickolas Papadopoulos
    David C. Zappulla
    Scientific Reports, 6
  • [10] Identification of Tissue-Specific Protein-Coding and Noncoding Transcripts across 14 Human Tissues Using RNA-seq
    Zhu, Jinhang
    Chen, Geng
    Zhu, Sibo
    Li, Suqing
    Wen, Zhuo
    Li, Bin
    Zheng, Yuanting
    Shi, Leming
    SCIENTIFIC REPORTS, 2016, 6