Decoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysis
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.
| 2025 | |
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Pangenome Core-genome Tuberculosis Beta-lactamase Surveillance |
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| Inglés | |
| Universidad de la República | |
| COLIBRI | |
| https://hdl.handle.net/20.500.12008/54431 | |
| Acceso abierto | |
| Licencia Creative Commons Atribución (CC - By 4.0) |
| _version_ | 1872864704342261760 |
|---|---|
| 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 |
| dc.format.mimetype.es.fl_str_mv | application/pdf |
| 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 |
| format | article |
| id | COLIBRI_4ef9e942c4f36cfb322d7047786fc666 |
| 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 |
| network_name_str | COLIBRI |
| 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. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución (CC - By 4.0)PangenomeCore-genomeTuberculosisBeta-lactamaseSurveillanceDecoding Ecuadorian Mycobacterium tuberculosis isolates: unveiling lineage-associated signatures in beta-lactamase resistance via pangenome analysisArtículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaMorey‑León, GabrielFernández‑Cadena, Juan CarlosAndrade‑Molina, DerlyBerná, LuisaLICENSElicense.txtlicense.txttext/plain; charset=utf-84267http://localhost:8080/xmlui/bitstream/20.500.12008/54431/5/license.txt6429389a7df7277b72b7924fdc7d47a9MD55CC-LICENSElicense_urllicense_urltext/plain; charset=utf-844http://localhost:8080/xmlui/bitstream/20.500.12008/54431/2/license_urla0ebbeafb9d2ec7cbb19d7137ebc392cMD52license_textlicense_texttext/html; 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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 |