Evidence map›Paper›PMID 42424305›Full record

ArticlePloS one2026

Genetic surveillance of first- and second-line drug-resistant isolates of Mycobacterium tuberculosis in Peru.

David Santos-Lázaro, Aiko N Vigo, Vidia V Cotrina, Sandra Villar, Alexis Medina, Cynthia Julcapoma, Edson Pacheco, Miriam J Alarcón, Zully M Puyén

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

David Santos-LázaroLaboratorio de Referencia Nacional de Micobacterias, Instituto Nacional de Salud, Lima, Perú.
Aiko N VigoLaboratorio de Referencia Nacional de Micobacterias, Instituto Nacional de Salud, Lima, Perú.
Vidia V CotrinaLaboratorio de Referencia Nacional de Micobacterias, Instituto Nacional de Salud, Lima, Perú.
Sandra VillarLaboratorio de Referencia Nacional de Micobacterias, Instituto Nacional de Salud, Lima, Perú.
Alexis MedinaLaboratorio de Referencia Nacional de Micobacterias, Instituto Nacional de Salud, Lima, Perú.
Cynthia JulcapomaLaboratorio de Referencia Nacional de Micobacterias, Instituto Nacional de Salud, Lima, Perú.
Edson PachecoLaboratorio de Referencia Nacional de Micobacterias, Instituto Nacional de Salud, Lima, Perú.
Miriam J AlarcónLaboratorio de Referencia Nacional de Micobacterias, Instituto Nacional de Salud, Lima, Perú.
Zully M PuyénLaboratorio de Referencia Nacional de Micobacterias, Instituto Nacional de Salud, Lima, Perú.ORCID https://orcid.org/0000-0002-5068-0986

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Tuberculosis (TB) remains a critical public health crisis in Peru, which bears the highest multidrug-resistant TB (MDR-TB) burden in the Americas. The objective of this study was to conduct a nationwide genetic surveillance of first- and second-line drug-resistant Mycobacterium tuberculosis isolates in Peru to characterize their structural and geographic distribution using a multilocus genotype approach. We analyzed 38,339 valid results from first- and second-line line probe assays (LPA 1L, GenoType MTBDRplus v2; and LPA 2L, GenoType MTBDRsl v2) routinely collected between 2019 and 2022 by the Peruvian National Institute of Health. First-line (G1) and second-line (G2) multilocus genotypes were generated by concatenating specific hybridization banding patterns across resistance-associated loci. Additionally, targeted next-generation sequencing was performed on a stratified proportional sample of 170 isolates exhibiting "inferred" resistance genotypes, defined by a missing wild-type signal without a corresponding mutant probe, to elucidate their underlying mutational profiles. Resistance genotypes were identified in 13.5% and 11.8% of LPA 1L and LPA 2L results, respectively. The genotypic landscape was highly concentrated: 13 dominant G1 genotypes and 19 dominant G2 genotypes accounted for over 85% of their respective resistant cohorts. Structurally, these dominant genotypes mainly carried globally successful, canonical mutations (e.g., katG S315T1, rpoB S450L). Geographically, dominant genotypes were heavily consolidated within the hyper-endemic central coastal axis (Lima, Callao, and Ica) and the Amazonian department of Ucayali, maintaining highly stable temporal frequencies. Conversely, heteroresistance and complex multi-mutational patterns were exclusively restricted to low-frequency rare and orphan genotypes. Targeted sequencing of inferred patterns successfully expanded the national catalog of resistance variants, identifying non-canonical determinants (e.g., inhA g-17t, gyrB T500N) and preventing false-positive resistance calls driven by synonymous mutations. This large-scale mapping demonstrates that Peru's drug-resistant TB epidemic is characterized by the widespread consolidation of a restricted number of canonical multilocus genotypes. Integrating targeted sequencing with routine molecular screening is essential to resolve unclassified hybridization patterns and optimize epidemiological management in high-burden settings.

Indexed as

Drug Resistance, Multiple, BacterialMycobacterium tuberculosisTuberculosis, Multidrug-ResistantAntitubercular AgentsGenotypeHigh-Throughput Nucleotide SequencingHumansMicrobial Sensitivity TestsMultilocus Sequence TypingMutationPeruAntitubercular Agents

Identifiers

PMID42424305
PMCPMC13349105

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.