Cargando…

Towards next-generation diagnostics for tuberculosis: identification of novel molecular targets by large-scale comparative genomics

MOTIVATION: Tuberculosis (TB) remains one of the main causes of death worldwide. The long and cumbersome process of culturing Mycobacterium tuberculosis complex (MTBC) bacteria has encouraged the development of specific molecular tools for detecting the pathogen. Most of these tools aim to become no...

Descripción completa

Detalles Bibliográficos
Autores principales: Goig, Galo A, Torres-Puente, Manuela, Mariner-Llicer, Carla, Villamayor, Luis M, Chiner-Oms, Álvaro, Gil-Brusola, Ana, Borrás, Rafael, Comas Espadas, Iñaki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7703747/
https://www.ncbi.nlm.nih.gov/pubmed/31580405
http://dx.doi.org/10.1093/bioinformatics/btz729
_version_ 1783616686912438272
author Goig, Galo A
Torres-Puente, Manuela
Mariner-Llicer, Carla
Villamayor, Luis M
Chiner-Oms, Álvaro
Gil-Brusola, Ana
Borrás, Rafael
Comas Espadas, Iñaki
author_facet Goig, Galo A
Torres-Puente, Manuela
Mariner-Llicer, Carla
Villamayor, Luis M
Chiner-Oms, Álvaro
Gil-Brusola, Ana
Borrás, Rafael
Comas Espadas, Iñaki
author_sort Goig, Galo A
collection PubMed
description MOTIVATION: Tuberculosis (TB) remains one of the main causes of death worldwide. The long and cumbersome process of culturing Mycobacterium tuberculosis complex (MTBC) bacteria has encouraged the development of specific molecular tools for detecting the pathogen. Most of these tools aim to become novel TB diagnostics, and big efforts and resources are invested in their development, looking for the endorsement of the main public health agencies. Surprisingly, no study has been conducted where the vast amount of genomic data available is used to identify the best MTBC diagnostic markers. RESULTS: In this work, we used large-scale comparative genomics to identify 40 MTBC-specific loci. We assessed their genetic diversity and physiological features to select 30 that are good targets for diagnostic purposes. Some of these markers could be used to assess the physiological status of the bacilli. Remarkably, none of the most used MTBC markers is in our catalog. Illustrating the translational potential of our work, we develop a specific qPCR assay for quantification and identification of MTBC DNA. Our rational design of targeted molecular assays for TB could be used in many other fields of clinical and basic research. AVAILABILITY AND IMPLEMENTATION: The database of non-tuberculous mycobacteria assemblies can be accessed at: 10.5281/zenodo.3374377. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
format Online
Article
Text
id pubmed-7703747
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-77037472020-12-07 Towards next-generation diagnostics for tuberculosis: identification of novel molecular targets by large-scale comparative genomics Goig, Galo A Torres-Puente, Manuela Mariner-Llicer, Carla Villamayor, Luis M Chiner-Oms, Álvaro Gil-Brusola, Ana Borrás, Rafael Comas Espadas, Iñaki Bioinformatics Discovery Notes MOTIVATION: Tuberculosis (TB) remains one of the main causes of death worldwide. The long and cumbersome process of culturing Mycobacterium tuberculosis complex (MTBC) bacteria has encouraged the development of specific molecular tools for detecting the pathogen. Most of these tools aim to become novel TB diagnostics, and big efforts and resources are invested in their development, looking for the endorsement of the main public health agencies. Surprisingly, no study has been conducted where the vast amount of genomic data available is used to identify the best MTBC diagnostic markers. RESULTS: In this work, we used large-scale comparative genomics to identify 40 MTBC-specific loci. We assessed their genetic diversity and physiological features to select 30 that are good targets for diagnostic purposes. Some of these markers could be used to assess the physiological status of the bacilli. Remarkably, none of the most used MTBC markers is in our catalog. Illustrating the translational potential of our work, we develop a specific qPCR assay for quantification and identification of MTBC DNA. Our rational design of targeted molecular assays for TB could be used in many other fields of clinical and basic research. AVAILABILITY AND IMPLEMENTATION: The database of non-tuberculous mycobacteria assemblies can be accessed at: 10.5281/zenodo.3374377. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2020-02-15 2019-10-03 /pmc/articles/PMC7703747/ /pubmed/31580405 http://dx.doi.org/10.1093/bioinformatics/btz729 Text en © The Author(s) 2019. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Discovery Notes
Goig, Galo A
Torres-Puente, Manuela
Mariner-Llicer, Carla
Villamayor, Luis M
Chiner-Oms, Álvaro
Gil-Brusola, Ana
Borrás, Rafael
Comas Espadas, Iñaki
Towards next-generation diagnostics for tuberculosis: identification of novel molecular targets by large-scale comparative genomics
title Towards next-generation diagnostics for tuberculosis: identification of novel molecular targets by large-scale comparative genomics
title_full Towards next-generation diagnostics for tuberculosis: identification of novel molecular targets by large-scale comparative genomics
title_fullStr Towards next-generation diagnostics for tuberculosis: identification of novel molecular targets by large-scale comparative genomics
title_full_unstemmed Towards next-generation diagnostics for tuberculosis: identification of novel molecular targets by large-scale comparative genomics
title_short Towards next-generation diagnostics for tuberculosis: identification of novel molecular targets by large-scale comparative genomics
title_sort towards next-generation diagnostics for tuberculosis: identification of novel molecular targets by large-scale comparative genomics
topic Discovery Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7703747/
https://www.ncbi.nlm.nih.gov/pubmed/31580405
http://dx.doi.org/10.1093/bioinformatics/btz729
work_keys_str_mv AT goiggaloa towardsnextgenerationdiagnosticsfortuberculosisidentificationofnovelmoleculartargetsbylargescalecomparativegenomics
AT torrespuentemanuela towardsnextgenerationdiagnosticsfortuberculosisidentificationofnovelmoleculartargetsbylargescalecomparativegenomics
AT marinerllicercarla towardsnextgenerationdiagnosticsfortuberculosisidentificationofnovelmoleculartargetsbylargescalecomparativegenomics
AT villamayorluism towardsnextgenerationdiagnosticsfortuberculosisidentificationofnovelmoleculartargetsbylargescalecomparativegenomics
AT chineromsalvaro towardsnextgenerationdiagnosticsfortuberculosisidentificationofnovelmoleculartargetsbylargescalecomparativegenomics
AT gilbrusolaana towardsnextgenerationdiagnosticsfortuberculosisidentificationofnovelmoleculartargetsbylargescalecomparativegenomics
AT borrasrafael towardsnextgenerationdiagnosticsfortuberculosisidentificationofnovelmoleculartargetsbylargescalecomparativegenomics
AT comasespadasinaki towardsnextgenerationdiagnosticsfortuberculosisidentificationofnovelmoleculartargetsbylargescalecomparativegenomics