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.
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页数:11
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