遗传学报2024,Vol.51Issue(11) :1300-1309.DOI:10.1016/j.jgg.2024.07.007

NanoTrans:an integrated computational framework for comprehensive transcriptome analysis with nanopore direct RNA sequencing

Ludong Yang Xinxin Zhang Fan Wang Li Zhang Jing Li Jia-Xing Yue
遗传学报2024,Vol.51Issue(11) :1300-1309.DOI:10.1016/j.jgg.2024.07.007

NanoTrans:an integrated computational framework for comprehensive transcriptome analysis with nanopore direct RNA sequencing

Ludong Yang 1Xinxin Zhang 1Fan Wang 2Li Zhang 1Jing Li 1Jia-Xing Yue1
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作者信息

  • 1. State Key Laboratory of Oncology in South China,Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy,Guangdong Provincial Clinical Research Center for Cancer,Sun Yat-sen University Cancer Center,Guangzhou,Guangdong 510060,China
  • 2. State Key Laboratory of Oncology in South China,Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy,Guangdong Provincial Clinical Research Center for Cancer,Sun Yat-sen University Cancer Center,Guangzhou,Guangdong 510060,China;Department of Medical Oncology,The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University,Huai'an,Jiangsu 223200,China
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Abstract

Nanopore direct RNA sequencing(DRS)provides the direct access to native RNA strands with full-length information,shedding light on rich qualitative and quantitative properties of gene expression profiles.Here with NanoTrans,we present an integrated computational framework that comprehensively covers all major DRS-based application scopes,including isoform clustering and quantification,poly(A)tail length estima-tion,RNA modification profiling,and fusion gene detection.In addition to its merit in providing such a streamlined one-stop solution,NanoTrans also shines in its workflow-orientated modular design,batch processing capability,all-in-one tabular and graphic report output,as well as automatic installation and configuration supports.Finally,by applying NanoTrans to real DRS datasets of yeast,Arabidopsis,as well as human embryonic kidney and cancer cell lines,we further demonstrate its utility,effectiveness,and efficacy across a wide range of DRS-based application settings.

Key words

Direct RNA sequencing/Nanopore/Transcriptome/Long reads/DRS

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出版年

2024
遗传学报
中国遗传学会 中国科学院遗传与发育生物学研究所

遗传学报

CSTPCD
影响因子:0.821
ISSN:1673-8527
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