Cargando…
Whole Genome Sequencing and Spatial Analysis Identifies Recent Tuberculosis Transmission Hotspots in Ghana
Whole genome sequencing (WGS) is progressively being used to investigate the transmission dynamics of Mycobacterium tuberculosis complex (MTBC). We used WGS analysis to resolve traditional genotype clusters and explored the spatial distribution of confirmed recent transmission clusters. Bacterial ge...
Autores principales: | , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7248928/ https://www.ncbi.nlm.nih.gov/pubmed/32509791 http://dx.doi.org/10.3389/fmed.2020.00161 |
_version_ | 1783538484713095168 |
---|---|
author | Asare, Prince Otchere, Isaac Darko Bedeley, Edmund Brites, Daniela Loiseau, Chloé Baddoo, Nyonuku Akosua Asante-Poku, Adwoa Osei-Wusu, Stephen Prah, Diana Ahu Borrell, Sonia Reinhard, Miriam Forson, Audrey Koram, Kwadwo Ansah Gagneux, Sebastien Yeboah-Manu, Dorothy |
author_facet | Asare, Prince Otchere, Isaac Darko Bedeley, Edmund Brites, Daniela Loiseau, Chloé Baddoo, Nyonuku Akosua Asante-Poku, Adwoa Osei-Wusu, Stephen Prah, Diana Ahu Borrell, Sonia Reinhard, Miriam Forson, Audrey Koram, Kwadwo Ansah Gagneux, Sebastien Yeboah-Manu, Dorothy |
author_sort | Asare, Prince |
collection | PubMed |
description | Whole genome sequencing (WGS) is progressively being used to investigate the transmission dynamics of Mycobacterium tuberculosis complex (MTBC). We used WGS analysis to resolve traditional genotype clusters and explored the spatial distribution of confirmed recent transmission clusters. Bacterial genomes from a total of 452 MTBC isolates belonging to large traditional clusters from a population-based study spanning July 2012 and December 2015 were obtained through short read next-generation sequencing using the illumina HiSeq2500 platform. We performed clustering and spatial analysis using specified R packages and ArcGIS. Of the 452 traditional genotype clustered genomes, 314 (69.5%) were confirmed clusters with a median cluster size of 7.5 genomes and an interquartile range of 4–12. Recent tuberculosis (TB) transmission was estimated as 24.7%. We confirmed the wide spread of a Cameroon sub-lineage clone with a cluster size of 78 genomes predominantly from the Ablekuma sub-district of Accra metropolis. More importantly, we identified a recent transmission cluster associated with isoniazid resistance belonging to the Ghana sub-lineage of lineage 4. WGS was useful in detecting unsuspected outbreaks; hence, we recommend its use not only as a research tool but as a surveillance tool to aid in providing the necessary guided steps to track, monitor, and control TB. |
format | Online Article Text |
id | pubmed-7248928 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72489282020-06-05 Whole Genome Sequencing and Spatial Analysis Identifies Recent Tuberculosis Transmission Hotspots in Ghana Asare, Prince Otchere, Isaac Darko Bedeley, Edmund Brites, Daniela Loiseau, Chloé Baddoo, Nyonuku Akosua Asante-Poku, Adwoa Osei-Wusu, Stephen Prah, Diana Ahu Borrell, Sonia Reinhard, Miriam Forson, Audrey Koram, Kwadwo Ansah Gagneux, Sebastien Yeboah-Manu, Dorothy Front Med (Lausanne) Medicine Whole genome sequencing (WGS) is progressively being used to investigate the transmission dynamics of Mycobacterium tuberculosis complex (MTBC). We used WGS analysis to resolve traditional genotype clusters and explored the spatial distribution of confirmed recent transmission clusters. Bacterial genomes from a total of 452 MTBC isolates belonging to large traditional clusters from a population-based study spanning July 2012 and December 2015 were obtained through short read next-generation sequencing using the illumina HiSeq2500 platform. We performed clustering and spatial analysis using specified R packages and ArcGIS. Of the 452 traditional genotype clustered genomes, 314 (69.5%) were confirmed clusters with a median cluster size of 7.5 genomes and an interquartile range of 4–12. Recent tuberculosis (TB) transmission was estimated as 24.7%. We confirmed the wide spread of a Cameroon sub-lineage clone with a cluster size of 78 genomes predominantly from the Ablekuma sub-district of Accra metropolis. More importantly, we identified a recent transmission cluster associated with isoniazid resistance belonging to the Ghana sub-lineage of lineage 4. WGS was useful in detecting unsuspected outbreaks; hence, we recommend its use not only as a research tool but as a surveillance tool to aid in providing the necessary guided steps to track, monitor, and control TB. Frontiers Media S.A. 2020-05-19 /pmc/articles/PMC7248928/ /pubmed/32509791 http://dx.doi.org/10.3389/fmed.2020.00161 Text en Copyright © 2020 Asare, Otchere, Bedeley, Brites, Loiseau, Baddoo, Asante-Poku, Osei-Wusu, Prah, Borrell, Reinhard, Forson, Koram, Gagneux and Yeboah-Manu. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Asare, Prince Otchere, Isaac Darko Bedeley, Edmund Brites, Daniela Loiseau, Chloé Baddoo, Nyonuku Akosua Asante-Poku, Adwoa Osei-Wusu, Stephen Prah, Diana Ahu Borrell, Sonia Reinhard, Miriam Forson, Audrey Koram, Kwadwo Ansah Gagneux, Sebastien Yeboah-Manu, Dorothy Whole Genome Sequencing and Spatial Analysis Identifies Recent Tuberculosis Transmission Hotspots in Ghana |
title | Whole Genome Sequencing and Spatial Analysis Identifies Recent Tuberculosis Transmission Hotspots in Ghana |
title_full | Whole Genome Sequencing and Spatial Analysis Identifies Recent Tuberculosis Transmission Hotspots in Ghana |
title_fullStr | Whole Genome Sequencing and Spatial Analysis Identifies Recent Tuberculosis Transmission Hotspots in Ghana |
title_full_unstemmed | Whole Genome Sequencing and Spatial Analysis Identifies Recent Tuberculosis Transmission Hotspots in Ghana |
title_short | Whole Genome Sequencing and Spatial Analysis Identifies Recent Tuberculosis Transmission Hotspots in Ghana |
title_sort | whole genome sequencing and spatial analysis identifies recent tuberculosis transmission hotspots in ghana |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7248928/ https://www.ncbi.nlm.nih.gov/pubmed/32509791 http://dx.doi.org/10.3389/fmed.2020.00161 |
work_keys_str_mv | AT asareprince wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT otchereisaacdarko wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT bedeleyedmund wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT britesdaniela wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT loiseauchloe wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT baddoonyonukuakosua wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT asantepokuadwoa wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT oseiwusustephen wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT prahdianaahu wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT borrellsonia wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT reinhardmiriam wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT forsonaudrey wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT koramkwadwoansah wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT gagneuxsebastien wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana AT yeboahmanudorothy wholegenomesequencingandspatialanalysisidentifiesrecenttuberculosistransmissionhotspotsinghana |