Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis

Morey‑León, Gabriel - Fernández‑Cadena, Juan Carlos - Andrade‑Molina, Derly - Berná, Luisa

Resumen:

Background: Tuberculosis is the second largest public health threat caused by pathogens. Understanding Mycobacterium tuberculosis’s transmission, virulence, and resistance profile is crucial for outbreak control. This study aimed to investigate the pangenome composition of Mycobacterium tuberculosis clinical isolates classified as L4 derived from Ecuador. Methods: We analyzed 88 clinical isolates of Mycobacterium tuberculosis by whole-genome sequencing (WGS) and bioinformatic tools for Lineage, Drug-resistance and Pangenome analysis. Results: In our analysis, we identified the dominance of the LAM lineage (44.3%). The pangenomic analysis revealed a core genome of approximately 3200 genes and a pangenome that differed in accessory and unique genes. According to the COG database, metabolism-related genes were the most representative of all partitions. However, differences were found within all lineages analyzed in the metabolic pathways described by KEGG. Isolates from Ecuador showed variations in genomic regions associated with beta-lactamase susceptibility, potentially leading to epistatic resistance to other drugs commonly used in TB treatment, warranting further investigation. Conclusions: Our findings provide valuable insights into the genetic diversity of Mycobacterium tuberculosis populations in Ecuador. These insights may be associated with increasing adaptation within host heterogeneity, variable latency periods, and reduced host damage, collectively contributing to disease spread. The application of WGS is essential to elucidating the epidemiology of TB in the country.

Detalles Bibliográficos
2025
Pangenome
Core-genome
Tuberculosis
Beta-lactamase
Surveillance
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/54431
Acceso abierto
Licencia Creative Commons Atribución (CC - By 4.0)
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author Morey‑León, Gabriel
author2 Fernández‑Cadena, Juan Carlos
Andrade‑Molina, Derly
Berná, Luisa
author2_role author
author
author
author_facet Morey‑León, Gabriel
Fernández‑Cadena, Juan Carlos
Andrade‑Molina, Derly
Berná, Luisa
author_role author
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collection COLIBRI
dc.contributor.filiacion.none.fl_str_mv Morey‑León Gabriel, Universidad de la República (Uruguay). Facultad de Ciencias.
Fernández‑Cadena Juan Carlos
Andrade‑Molina Derly
Berná Luisa, Universidad de la República (Uruguay). Facultad de Ciencias. Instituto de Biología.
dc.coverage.spatial.es.fl_str_mv Ecuador
dc.creator.none.fl_str_mv Morey‑León, Gabriel
Fernández‑Cadena, Juan Carlos
Andrade‑Molina, Derly
Berná, Luisa
dc.date.accessioned.none.fl_str_mv 2026-04-16T17:33:44Z
dc.date.available.none.fl_str_mv 2026-04-16T17:33:44Z
dc.date.issued.none.fl_str_mv 2025
dc.description.abstract.none.fl_txt_mv Background: Tuberculosis is the second largest public health threat caused by pathogens. Understanding Mycobacterium tuberculosis’s transmission, virulence, and resistance profile is crucial for outbreak control. This study aimed to investigate the pangenome composition of Mycobacterium tuberculosis clinical isolates classified as L4 derived from Ecuador. Methods: We analyzed 88 clinical isolates of Mycobacterium tuberculosis by whole-genome sequencing (WGS) and bioinformatic tools for Lineage, Drug-resistance and Pangenome analysis. Results: In our analysis, we identified the dominance of the LAM lineage (44.3%). The pangenomic analysis revealed a core genome of approximately 3200 genes and a pangenome that differed in accessory and unique genes. According to the COG database, metabolism-related genes were the most representative of all partitions. However, differences were found within all lineages analyzed in the metabolic pathways described by KEGG. Isolates from Ecuador showed variations in genomic regions associated with beta-lactamase susceptibility, potentially leading to epistatic resistance to other drugs commonly used in TB treatment, warranting further investigation. Conclusions: Our findings provide valuable insights into the genetic diversity of Mycobacterium tuberculosis populations in Ecuador. These insights may be associated with increasing adaptation within host heterogeneity, variable latency periods, and reduced host damage, collectively contributing to disease spread. The application of WGS is essential to elucidating the epidemiology of TB in the country.
dc.format.extent.es.fl_str_mv 16 h
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dc.identifier.citation.es.fl_str_mv Morey‑León, G, Fernández‑Cadena, J, Andrade‑Molina, D [y otro autor]. "Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis". Biomedicines. [en línea] 2025, 13(2): 313. 16 h. DOI: 10.3390/biomedicines13020313
dc.identifier.doi.none.fl_str_mv 10.3390/biomedicines13020313
dc.identifier.issn.none.fl_str_mv 2227-9059
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/54431
dc.language.iso.none.fl_str_mv en
eng
dc.publisher.es.fl_str_mv MDPI
dc.relation.none.fl_str_mv Biomedicines, 2025, 13(2): 313.
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución (CC - By 4.0)
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.subject.es.fl_str_mv Pangenome
Core-genome
Tuberculosis
Beta-lactamase
Surveillance
dc.title.none.fl_str_mv Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis
dc.type.es.fl_str_mv Artículo
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
description Background: Tuberculosis is the second largest public health threat caused by pathogens. Understanding Mycobacterium tuberculosis’s transmission, virulence, and resistance profile is crucial for outbreak control. This study aimed to investigate the pangenome composition of Mycobacterium tuberculosis clinical isolates classified as L4 derived from Ecuador. Methods: We analyzed 88 clinical isolates of Mycobacterium tuberculosis by whole-genome sequencing (WGS) and bioinformatic tools for Lineage, Drug-resistance and Pangenome analysis. Results: In our analysis, we identified the dominance of the LAM lineage (44.3%). The pangenomic analysis revealed a core genome of approximately 3200 genes and a pangenome that differed in accessory and unique genes. According to the COG database, metabolism-related genes were the most representative of all partitions. However, differences were found within all lineages analyzed in the metabolic pathways described by KEGG. Isolates from Ecuador showed variations in genomic regions associated with beta-lactamase susceptibility, potentially leading to epistatic resistance to other drugs commonly used in TB treatment, warranting further investigation. Conclusions: Our findings provide valuable insights into the genetic diversity of Mycobacterium tuberculosis populations in Ecuador. These insights may be associated with increasing adaptation within host heterogeneity, variable latency periods, and reduced host damage, collectively contributing to disease spread. The application of WGS is essential to elucidating the epidemiology of TB in the country.
eu_rights_str_mv openAccess
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identifier_str_mv Morey‑León, G, Fernández‑Cadena, J, Andrade‑Molina, D [y otro autor]. "Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis". Biomedicines. [en línea] 2025, 13(2): 313. 16 h. DOI: 10.3390/biomedicines13020313
2227-9059
10.3390/biomedicines13020313
instacron_str Universidad de la República
institution Universidad de la República
instname_str Universidad de la República
language eng
language_invalid_str_mv en
network_acronym_str COLIBRI
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oai_identifier_str oai:colibri.udelar.edu.uy:20.500.12008/54431
publishDate 2025
reponame_str COLIBRI
repository.mail.fl_str_mv karina.camps@seciu.edu.uy
repository.name.fl_str_mv COLIBRI - Universidad de la República
repository_id_str 4771
rights_invalid_str_mv Licencia Creative Commons Atribución (CC - By 4.0)
spelling Morey‑León Gabriel, Universidad de la República (Uruguay). Facultad de Ciencias.Fernández‑Cadena Juan CarlosAndrade‑Molina DerlyBerná Luisa, Universidad de la República (Uruguay). Facultad de Ciencias. Instituto de Biología.Ecuador2026-04-16T17:33:44Z2026-04-16T17:33:44Z2025Morey‑León, G, Fernández‑Cadena, J, Andrade‑Molina, D [y otro autor]. "Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis". Biomedicines. [en línea] 2025, 13(2): 313. 16 h. DOI: 10.3390/biomedicines130203132227-9059https://hdl.handle.net/20.500.12008/5443110.3390/biomedicines13020313Background: Tuberculosis is the second largest public health threat caused by pathogens. Understanding Mycobacterium tuberculosis’s transmission, virulence, and resistance profile is crucial for outbreak control. This study aimed to investigate the pangenome composition of Mycobacterium tuberculosis clinical isolates classified as L4 derived from Ecuador. Methods: We analyzed 88 clinical isolates of Mycobacterium tuberculosis by whole-genome sequencing (WGS) and bioinformatic tools for Lineage, Drug-resistance and Pangenome analysis. Results: In our analysis, we identified the dominance of the LAM lineage (44.3%). The pangenomic analysis revealed a core genome of approximately 3200 genes and a pangenome that differed in accessory and unique genes. According to the COG database, metabolism-related genes were the most representative of all partitions. However, differences were found within all lineages analyzed in the metabolic pathways described by KEGG. Isolates from Ecuador showed variations in genomic regions associated with beta-lactamase susceptibility, potentially leading to epistatic resistance to other drugs commonly used in TB treatment, warranting further investigation. Conclusions: Our findings provide valuable insights into the genetic diversity of Mycobacterium tuberculosis populations in Ecuador. These insights may be associated with increasing adaptation within host heterogeneity, variable latency periods, and reduced host damage, collectively contributing to disease spread. The application of WGS is essential to elucidating the epidemiology of TB in the country.Submitted by Pintos Natalia (nataliapintosmvd@gmail.com) on 2026-04-16T13:00:11Z No. of bitstreams: 2 license_rdf: 25630 bytes, checksum: e7132498e7c1fe99f7096667baa99b25 (MD5) biomedicines-13-00313-v2.pdf: 1655983 bytes, checksum: 07c4d8382f6c38768f968c3bf820a314 (MD5)Approved for entry into archive by Faget Cecilia (lfaget@fcien.edu.uy) on 2026-04-16T17:31:27Z (GMT) No. of bitstreams: 2 license_rdf: 25630 bytes, checksum: e7132498e7c1fe99f7096667baa99b25 (MD5) biomedicines-13-00313-v2.pdf: 1655983 bytes, checksum: 07c4d8382f6c38768f968c3bf820a314 (MD5)Made available in DSpace by Luna Fabiana (fabiana.luna@seciu.edu.uy) on 2026-04-16T17:33:44Z (GMT). No. of bitstreams: 2 license_rdf: 25630 bytes, checksum: e7132498e7c1fe99f7096667baa99b25 (MD5) biomedicines-13-00313-v2.pdf: 1655983 bytes, checksum: 07c4d8382f6c38768f968c3bf820a314 (MD5) Previous issue date: 202516 happlication/pdfenengMDPIBiomedicines, 2025, 13(2): 313.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. 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públicahttps://udelar.edu.uy/https://www.colibri.udelar.edu.uy/oai/requestkarina.camps@seciu.edu.uyUruguayopendoar:47712026-04-16T17:33:44COLIBRI - Universidad de la Repúblicafalse
spellingShingle Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis
Morey‑León, Gabriel
Pangenome
Core-genome
Tuberculosis
Beta-lactamase
Surveillance
status_str publishedVersion
title Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis
title_full Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis
title_fullStr Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis
title_full_unstemmed Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis
title_short Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis
title_sort Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis
topic Pangenome
Core-genome
Tuberculosis
Beta-lactamase
Surveillance
url https://hdl.handle.net/20.500.12008/54431