GSMN-ML- a genome scale metabolic network reconstruction of the obligate human pathogen Mycobacterium leprae.


Journal

PLoS neglected tropical diseases
ISSN: 1935-2735
Titre abrégé: PLoS Negl Trop Dis
Pays: United States
ID NLM: 101291488

Informations de publication

Date de publication:
07 2020
Historique:
received: 22 10 2019
accepted: 02 06 2020
revised: 16 07 2020
pubmed: 7 7 2020
medline: 22 8 2020
entrez: 7 7 2020
Statut: epublish

Résumé

Leprosy, caused by Mycobacterium leprae, has plagued humanity for thousands of years and continues to cause morbidity, disability and stigmatization in two to three million people today. Although effective treatment is available, the disease incidence has remained approximately constant for decades so new approaches, such as vaccine or new drugs, are urgently needed for control. Research is however hampered by the pathogen's obligate intracellular lifestyle and the fact that it has never been grown in vitro. Consequently, despite the availability of its complete genome sequence, fundamental questions regarding the biology of the pathogen, such as its metabolism, remain largely unexplored. In order to explore the metabolism of the leprosy bacillus with a long-term aim of developing a medium to grow the pathogen in vitro, we reconstructed an in silico genome scale metabolic model of the bacillus, GSMN-ML. The model was used to explore the growth and biomass production capabilities of the pathogen with a range of nutrient sources, such as amino acids, glucose, glycerol and metabolic intermediates. We also used the model to analyze RNA-seq data from M. leprae grown in mouse foot pads, and performed Differential Producibility Analysis to identify metabolic pathways that appear to be active during intracellular growth of the pathogen, which included pathways for central carbon metabolism, co-factor, lipids, amino acids, nucleotides and cell wall synthesis. The GSMN-ML model is thereby a useful in silico tool that can be used to explore the metabolism of the leprosy bacillus, analyze functional genomic experimental data, generate predictions of nutrients required for growth of the bacillus in vitro and identify novel drug targets.

Identifiants

pubmed: 32628669
doi: 10.1371/journal.pntd.0007871
pii: PNTD-D-19-01753
pmc: PMC7365477
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0007871

Subventions

Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/L022869/1
Pays : United Kingdom
Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/L004569/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/M026434/1
Pays : United Kingdom

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

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Auteurs

Khushboo Borah (K)

Faculty of Health and Medical Sciences, University of Surrey, Guildford, United Kingdom.

Jacque-Lucca Kearney (JL)

Faculty of Health and Medical Sciences, University of Surrey, Guildford, United Kingdom.

Ruma Banerjee (R)

HPC-Medical and Bioinformatics Applications Group, Centre for Development of Advanced Computing, C-DAC Innovation Park, Panchavati, Pashan, India.

Pankaj Vats (P)

HPC-Medical and Bioinformatics Applications Group, Centre for Development of Advanced Computing, C-DAC Innovation Park, Panchavati, Pashan, India.

Huihai Wu (H)

Faculty of Health and Medical Sciences, University of Surrey, Guildford, United Kingdom.

Sonal Dahale (S)

HPC-Medical and Bioinformatics Applications Group, Centre for Development of Advanced Computing, C-DAC Innovation Park, Panchavati, Pashan, India.

Sunitha Manjari Kasibhatla (S)

HPC-Medical and Bioinformatics Applications Group, Centre for Development of Advanced Computing, C-DAC Innovation Park, Panchavati, Pashan, India.

Rajendra Joshi (R)

HPC-Medical and Bioinformatics Applications Group, Centre for Development of Advanced Computing, C-DAC Innovation Park, Panchavati, Pashan, India.

Bhushan Bonde (B)

Head of Innovation Development, IT-Early Solutions, UCB Pharma, Slough, United Kingdom.

Olabisi Ojo (O)

United States Department of Health and Human Services, Health Resources and Services Administration, Healthcare Systems Bureau, National Hansen's Disease Program, Baton Rouge, Louisiana, United States of America.

Ramanuj Lahiri (R)

United States Department of Health and Human Services, Health Resources and Services Administration, Healthcare Systems Bureau, National Hansen's Disease Program, Baton Rouge, Louisiana, United States of America.

Diana L Williams (DL)

United States Department of Health and Human Services, Health Resources and Services Administration, Healthcare Systems Bureau, National Hansen's Disease Program, Baton Rouge, Louisiana, United States of America.

Johnjoe McFadden (J)

Faculty of Health and Medical Sciences, University of Surrey, Guildford, United Kingdom.

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