An integrated whole genome analysis of Mycobacterium tuberculosis reveals insights into relationship between its genome, transcriptome and methylome

被引:24
|
作者
Gomez-Gonzalez, Paula J. [1 ]
Andreu, Nuria [1 ]
Phelan, Jody E. [1 ]
de Sessions, Paola Florez [2 ]
Glynn, Judith R. [3 ]
Crampin, Amelia C. [3 ,4 ]
Campino, Susana [1 ]
Butcher, Philip D. [5 ]
Hibberd, Martin L. [1 ,2 ]
Clark, Taane G. [1 ,3 ]
机构
[1] London Sch Hyg & Trop Med, Fac Infect & Trop Dis, London, England
[2] Biopolis, Genome Inst Singapore, Singapore, Singapore
[3] London Sch Hyg & Trop Med, Fac Epidemiol & Populat Hlth, London, England
[4] Malawi Epidemiol & Intervent Res Unit, Lilongwe, Malawi
[5] St Georges Univ London, Inst Infect & Immun, London, England
基金
英国医学研究理事会; 英国生物技术与生命科学研究理事会;
关键词
GENE-EXPRESSION; DIVERSITY; COMPLEX; LINEAGE; PROTEIN;
D O I
10.1038/s41598-019-41692-2
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
Human tuberculosis disease (TB), caused by Mycobacterium tuberculosis (Mtb), is a complex disease, with a spectrum of outcomes. Genomic, transcriptomic and methylation studies have revealed differences between Mtb lineages, likely to impact on transmission, virulence and drug resistance. However, so far no studies have integrated sequence-based genomic, transcriptomic and methylation characterisation across a common set of samples, which is critical to understand how DNA sequence and methylation affect RNA expression and, ultimately, Mtb pathogenesis. Here we perform such an integrated analysis across 22 M. tuberculosis clinical isolates, representing ancient (lineage 1) and modern (lineages 2 and 4) strains. The results confirm the presence of lineage-specific differential gene expression, linked to specific SNP-based expression quantitative trait loci: with 10 eQTLs involving SNPs in promoter regions or transcriptional start sites; and 12 involving potential functional impairment of transcriptional regulators. Methylation status was also found to have a role in transcription, with evidence of differential expression in 50 genes across lineage 4 samples. Lack of methylation was associated with three novel variants in mamA, likely to cause loss of function of this enzyme. Overall, our work shows the relationship of DNA sequence and methylation to RNA expression, and differences between ancient and modern lineages. Further studies are needed to verify the functional consequences of the identified mechanisms of gene expression regulation.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] An integrated whole genome analysis of Mycobacterium tuberculosis reveals insights into relationship between its genome, transcriptome and methylome
    Paula J. Gomez-Gonzalez
    Nuria Andreu
    Jody E. Phelan
    Paola Florez de Sessions
    Judith R. Glynn
    Amelia C. Crampin
    Susana Campino
    Philip D. Butcher
    Martin L. Hibberd
    Taane G. Clark
    Scientific Reports, 9
  • [2] Study of the whole genome, methylome and transcriptome of Cordyceps militaris
    Chen, Yujiao
    Wu, Yuqian
    Liu, Li
    Feng, Jianhua
    Zhang, Tiancheng
    Qin, Sheng
    Zhao, Xingyu
    Wang, Chaoxia
    Li, Dongmei
    Han, Wei
    Shao, Minghui
    Zhao, Ping
    Xue, Jianfeng
    Liu, Xiaomin
    Li, Hongjie
    Zhao, Enwei
    Zhao, Wen
    Guo, Xijie
    Jin, Yongfeng
    Cao, Yaming
    Cui, Liwang
    Zhou, Zeqi
    Xia, Qingyou
    Rao, Zihe
    Zhang, Yaozhou
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [3] Study of the whole genome, methylome and transcriptome of Cordyceps militaris
    Yujiao Chen
    Yuqian Wu
    Li Liu
    Jianhua Feng
    Tiancheng Zhang
    Sheng Qin
    Xingyu Zhao
    Chaoxia Wang
    Dongmei Li
    Wei Han
    Minghui Shao
    Ping Zhao
    Jianfeng Xue
    Xiaomin Liu
    Hongjie Li
    Enwei Zhao
    Wen Zhao
    Xijie Guo
    Yongfeng Jin
    Yaming Cao
    Liwang Cui
    Zeqi Zhou
    Qingyou Xia
    Zihe Rao
    Yaozhou Zhang
    Scientific Reports, 9
  • [4] Whole genome sequencing in Mycobacterium tuberculosis
    Spitaleri, Andrea
    Ghodousi, Arash
    Miotto, Paolo
    Cirillo, Daniela Maria
    ANNALS OF TRANSLATIONAL MEDICINE, 2019, 7
  • [5] Whole genome sequencing of Mycobacterium tuberculosis
    Cabibbe, Andrea M.
    Walker, Timothy M.
    Niemann, Stefan
    Cirillo, Daniela M.
    EUROPEAN RESPIRATORY JOURNAL, 2018, 52 (05)
  • [6] Transcriptome, methylome, and genome analysis in clonal variability
    Zhao, Liang
    Vishwanathan, Nandita
    Fu, Hsu-Yuan
    Bandyopadhyay, Arpan
    Hu, Wei-Shou
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2015, 249
  • [7] Microarray analysis of whole genome expression of intracellular Mycobacterium tuberculosis
    Waddell, Simon J.
    Butcher, Philip D.
    CURRENT MOLECULAR MEDICINE, 2007, 7 (03) : 287 - 296
  • [8] Whole Genome Analysis of Mycobacterium Abscessus Reveals Insights into Global Phylogeography and the Evolution of Drug Resistance
    Cohen, K. A.
    Bronson, R. A.
    Manson, A. L.
    Gupta, C.
    Bahadirli-Talbott, A. U.
    Nguyen, J. A.
    Parrish, N. M.
    Earl, A. M.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2020, 201
  • [9] Whole genome transcriptome analysis
    Forrest, Alistair R. R.
    Carninci, Piero
    RNA BIOLOGY, 2009, 6 (02) : 107 - 112
  • [10] Comparative Whole-Genome Analysis of Clinical Isolates Reveals Characteristic Architecture of Mycobacterium tuberculosis Pangenome
    Periwal, Vinita
    Patowary, Ashok
    Vellarikkal, Shamsudheen Karuthedath
    Gupta, Anju
    Singh, Meghna
    Mittal, Ashish
    Jeyapaul, Shamini
    Chauhan, Rajendra Kumar
    Singh, Ajay Vir
    Singh, Pravin Kumar
    Garg, Parul
    Katoch, Viswa Mohan
    Katoch, Kiran
    Chauhan, Devendra Singh
    Sivasubbu, Sridhar
    Scaria, Vinod
    PLOS ONE, 2015, 10 (04):