Integrated Multi-Omic Analysis of Mycobacterium tuberculosis H37Ra Redefines Virulence Attributes

H37Ra is a virulence attenuated strain of Mycobacterium tuberculosis widely employed as a model to investigate virulence mechanisms. Comparative high-throughput studies have earlier correlated its avirulence to the presence of specific mutations or absence of certain proteins. However, a recent sequ...

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Main Authors: Sneha M. Pinto, Renu Verma, Jayshree Advani, Oishi Chatterjee, Arun H. Patil, Saketh Kapoor, Yashwanth Subbannayya, Remya Raja, Sheetal Gandotra, T. S. Keshava Prasad
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-06-01
Series:Frontiers in Microbiology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fmicb.2018.01314/full
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spelling doaj-84d10973e0f549abb246d516ea3f91e92020-11-24T23:18:02ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2018-06-01910.3389/fmicb.2018.01314363237Integrated Multi-Omic Analysis of Mycobacterium tuberculosis H37Ra Redefines Virulence AttributesSneha M. Pinto0Renu Verma1Jayshree Advani2Jayshree Advani3Oishi Chatterjee4Oishi Chatterjee5Oishi Chatterjee6Arun H. Patil7Arun H. Patil8Arun H. Patil9Saketh Kapoor10Yashwanth Subbannayya11Remya Raja12Sheetal Gandotra13T. S. Keshava Prasad14T. S. Keshava Prasad15Center for Systems Biology and Molecular Medicine, Yenepoya (Deemed to be University), Mangalore, IndiaInstitute of Bioinformatics, International Technology Park, Bangalore, IndiaInstitute of Bioinformatics, International Technology Park, Bangalore, IndiaManipal Academy of Higher Education, Manipal, IndiaCenter for Systems Biology and Molecular Medicine, Yenepoya (Deemed to be University), Mangalore, IndiaInstitute of Bioinformatics, International Technology Park, Bangalore, IndiaSchool of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, IndiaCenter for Systems Biology and Molecular Medicine, Yenepoya (Deemed to be University), Mangalore, IndiaInstitute of Bioinformatics, International Technology Park, Bangalore, IndiaSchool of Biotechnology, KIIT University, Bhubaneswar, IndiaCenter for Systems Biology and Molecular Medicine, Yenepoya (Deemed to be University), Mangalore, IndiaCenter for Systems Biology and Molecular Medicine, Yenepoya (Deemed to be University), Mangalore, IndiaInstitute of Bioinformatics, International Technology Park, Bangalore, IndiaCSIR-Institute of Genomics and Integrative Biology, New Delhi, IndiaCenter for Systems Biology and Molecular Medicine, Yenepoya (Deemed to be University), Mangalore, IndiaInstitute of Bioinformatics, International Technology Park, Bangalore, IndiaH37Ra is a virulence attenuated strain of Mycobacterium tuberculosis widely employed as a model to investigate virulence mechanisms. Comparative high-throughput studies have earlier correlated its avirulence to the presence of specific mutations or absence of certain proteins. However, a recent sequencing study of H37Ra, has disproved several genomic differences earlier reported to be associated with virulence. This warrants further investigations on the H37Ra proteome as well. In this study, we carried out an integrated analysis of the genome, transcriptome, and proteome of H37Ra. In addition to confirming single nucleotide variations (SNVs) and insertion-deletions that were reported earlier, our study provides novel insights into the mutation spectrum in the promoter regions of 7 genes. We also provide transcriptional and proteomic evidence for 3,900 genes representing ~80% of the total predicted gene count including 408 proteins that have not been identified previously. We identified 9 genes whose coding potential was hitherto reported to be absent in H37Ra. These include 2 putative virulence factors belonging to ESAT-6 like family of proteins. Furthermore, proteogenomic analysis enabled us to identify 63 novel proteins coding genes and correct 25 existing gene models in H37Ra genome. A majority of these were found to be conserved in the virulent strain H37Rv as well as in other mycobacterial species suggesting that the differences in the virulent and avirulent strains of M. tuberculosis are not entirely dependent on the expression of certain proteins or their absence but may possibly be ascertained to functional changes.https://www.frontiersin.org/article/10.3389/fmicb.2018.01314/fullnext-generation sequencingorbitrapgenome annotationvirulence attenuationmultiomics
collection DOAJ
language English
format Article
sources DOAJ
author Sneha M. Pinto
Renu Verma
Jayshree Advani
Jayshree Advani
Oishi Chatterjee
Oishi Chatterjee
Oishi Chatterjee
Arun H. Patil
Arun H. Patil
Arun H. Patil
Saketh Kapoor
Yashwanth Subbannayya
Remya Raja
Sheetal Gandotra
T. S. Keshava Prasad
T. S. Keshava Prasad
spellingShingle Sneha M. Pinto
Renu Verma
Jayshree Advani
Jayshree Advani
Oishi Chatterjee
Oishi Chatterjee
Oishi Chatterjee
Arun H. Patil
Arun H. Patil
Arun H. Patil
Saketh Kapoor
Yashwanth Subbannayya
Remya Raja
Sheetal Gandotra
T. S. Keshava Prasad
T. S. Keshava Prasad
Integrated Multi-Omic Analysis of Mycobacterium tuberculosis H37Ra Redefines Virulence Attributes
Frontiers in Microbiology
next-generation sequencing
orbitrap
genome annotation
virulence attenuation
multiomics
author_facet Sneha M. Pinto
Renu Verma
Jayshree Advani
Jayshree Advani
Oishi Chatterjee
Oishi Chatterjee
Oishi Chatterjee
Arun H. Patil
Arun H. Patil
Arun H. Patil
Saketh Kapoor
Yashwanth Subbannayya
Remya Raja
Sheetal Gandotra
T. S. Keshava Prasad
T. S. Keshava Prasad
author_sort Sneha M. Pinto
title Integrated Multi-Omic Analysis of Mycobacterium tuberculosis H37Ra Redefines Virulence Attributes
title_short Integrated Multi-Omic Analysis of Mycobacterium tuberculosis H37Ra Redefines Virulence Attributes
title_full Integrated Multi-Omic Analysis of Mycobacterium tuberculosis H37Ra Redefines Virulence Attributes
title_fullStr Integrated Multi-Omic Analysis of Mycobacterium tuberculosis H37Ra Redefines Virulence Attributes
title_full_unstemmed Integrated Multi-Omic Analysis of Mycobacterium tuberculosis H37Ra Redefines Virulence Attributes
title_sort integrated multi-omic analysis of mycobacterium tuberculosis h37ra redefines virulence attributes
publisher Frontiers Media S.A.
series Frontiers in Microbiology
issn 1664-302X
publishDate 2018-06-01
description H37Ra is a virulence attenuated strain of Mycobacterium tuberculosis widely employed as a model to investigate virulence mechanisms. Comparative high-throughput studies have earlier correlated its avirulence to the presence of specific mutations or absence of certain proteins. However, a recent sequencing study of H37Ra, has disproved several genomic differences earlier reported to be associated with virulence. This warrants further investigations on the H37Ra proteome as well. In this study, we carried out an integrated analysis of the genome, transcriptome, and proteome of H37Ra. In addition to confirming single nucleotide variations (SNVs) and insertion-deletions that were reported earlier, our study provides novel insights into the mutation spectrum in the promoter regions of 7 genes. We also provide transcriptional and proteomic evidence for 3,900 genes representing ~80% of the total predicted gene count including 408 proteins that have not been identified previously. We identified 9 genes whose coding potential was hitherto reported to be absent in H37Ra. These include 2 putative virulence factors belonging to ESAT-6 like family of proteins. Furthermore, proteogenomic analysis enabled us to identify 63 novel proteins coding genes and correct 25 existing gene models in H37Ra genome. A majority of these were found to be conserved in the virulent strain H37Rv as well as in other mycobacterial species suggesting that the differences in the virulent and avirulent strains of M. tuberculosis are not entirely dependent on the expression of certain proteins or their absence but may possibly be ascertained to functional changes.
topic next-generation sequencing
orbitrap
genome annotation
virulence attenuation
multiomics
url https://www.frontiersin.org/article/10.3389/fmicb.2018.01314/full
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