Evidence map›Paper›PMID 42276094›Full record

ArticleThe Lancet. Microbe2026

Comparison of phylogenetic metrics of transmission between symptomatic and asymptomatic tuberculosis in individuals who were incarcerated in Brazil in 2008-24: a retrospective genomic epidemiology study.

Kesia Esther da Silva, Paulo César Pereira Dos Santos, Daniel Henrique Tsuha, Katharine S Walter, Eunice Atsuko Totumi Cunha, Caroline Colijn, Ted Cohen, Roberto Dias de Oliveira, José Victor Bortolotto Bampi, Mariana G Croda and 4 more

Abstract readComparative Study
In one paragraph

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

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

14 authors.

Kesia Esther da SilvaDivision of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University, Standford, CA, USA.
Paulo César Pereira Dos SantosSchool of Medicine, Federal University of Mato Grosso do Sul, Campo Grande, Brazil.
Daniel Henrique TsuhaSchool of Medicine, Federal University of Mato Grosso do Sul, Campo Grande, Brazil.
Katharine S WalterDivision of Epidemiology, University of Utah, Salt Lake City, UT, USA.
Eunice Atsuko Totumi CunhaLaboratory of Bacteriology, Central Laboratory of Mato Grosso do Sul, Campo Grande, Brazil.
Caroline ColijnDepartment of Mathematics, Simon Fraser University, Burnaby, BC, Canada.
Ted CohenDepartment of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA.
Roberto Dias de OliveiraNursing Course, State University of Mato Grosso do Sul, Dourados, Brazil; Graduate Program in Health Sciences, Federal University of Grande Dourados, Dourados, Brazil.
José Victor Bortolotto BampiSchool of Medicine, Federal University of Mato Grosso do Sul, Campo Grande, Brazil.
Mariana G CrodaSchool of Medicine, Federal University of Mato Grosso do Sul, Campo Grande, Brazil.
Crhistinne Cavalheiro Maymone GonçalvesSchool of Medicine, Federal University of Mato Grosso do Sul, Campo Grande, Brazil.
Luiz Henrique Ferraz DemarchiLaboratory of Bacteriology, Central Laboratory of Mato Grosso do Sul, Campo Grande, Brazil.
Julio CrodaSchool of Medicine, Federal University of Mato Grosso do Sul, Campo Grande, Brazil; Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA; Fiocruz Mato Grosso do Sul, Fundação Oswaldo Cruz, Campo Grande, Mato Grosso do Sul, Brazil.
Jason R AndrewsDivision of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University, Standford, CA, USA. Electronic address: jandr@stanford.edu.

Funding

Strategies for tuberculosis control in prisonsR01AI130058 · NIAID · STANFORD UNIVERSITY · PI Jason Randolph Andrews, Julio Henrique Rosa Croda · 2017 to 2026
$5.8M
Characterizing infectiousness of subclinical TB and identifying novel early diagnostic strategies for preventing transmissionR01AI149620 · NIAID · STANFORD UNIVERSITY · PI ANDREWS, JASON RANDOLPH, CRODA, JULIO · 2020 to 2023
$617k
Mentoring patient-oriented translational research in tuberculosisK24AI182647 · NIAID · STANFORD UNIVERSITY · PI Jason Randolph Andrews · 2024 to 2026
$512k
NIAID NIH HHS K24 AI182647NIAID NIH HHS R01 AI130058NIAID NIH HHS R01 AI149620
6 · The paper itself

Abstract

backgroundTuberculosis control efforts have traditionally targeted symptomatic individuals; however, the role of asymptomatic cases in sustaining transmission is increasingly recognised. We aimed to quantify the contribution of asymptomatic tuberculosis to recent transmission using genomic and epidemiological data from a high-transmission setting.

methodsWe conducted a retrospective genomic epidemiology study of Mycobacterium tuberculosis isolates collected in Mato Grosso do Sul, Brazil, between Aug 25, 2008, and March 19, 2024. Available isolates underwent whole-genome sequencing. Demographic, clinical, incarceration history, and laboratory metadata were obtained from surveillance records. From Jan 1, 2017, to March 19, 2024, active case finding was conducted in the state's three largest prisons (all male-only facilities), during which sputum samples were collected from individuals irrespective of symptoms and tested using GeneXpert and culture. Comparisons of transmission between individuals with and without symptoms were restricted to individuals who were incarcerated and were identified through active case finding and for whom high-quality, M tuberculosis lineage 4 genomes were available. Metrics of recent transmission included phylogenetic clustering, time-scaled haplotype density (THD), local branching index (LBI), and transmission probabilities inferred using Bayesian Reconstruction and Evolutionary Analysis of Transmission Histories.

findings4448 tuberculosis cases were notified in Mato Grosso do Sul in 2008-24. After excluding cases for which M tuberculosis isolates were not available or had low sequencing quality, who had contaminated cultures or mixed infection, or who were infected with non-lineage 4 M tuberculosis, we included 2362 lineage 4 M tuberculosis isolates with high-quality genome sequences. 1849 (78·3%) of 2362 isolates were part of a genomic cluster. Among 2362 individuals with tuberculosis, 1137 (48·1%) were incarcerated at diagnosis. Of these individuals, 505 were identified through active case finding in three male-only prisons. The median age was 30 years (IQR 25-37); 304 (60·2%) had mixed ethnicity, 90 (17·8%) were White, 56 (11·1%) were Black, 13 (2·6%) were Indigenous, and six (1·2%) were Asian. 277 (54·9%) had symptomatic disease and 228 (45·1%) had asymptomatic tuberculosis. There were no significant differences between symptomatic and asymptomatic individuals in phylogenetic clustering (213 [76·9%] of 277 vs 195 [85·5%] of 228; p=0·37), THD (median 0·39 [IQR 0·06-0·62] vs 0·50 [0·09-0·65]; p=0·12), or LBI (0·00863 [0·00810-0·00988] vs 0·00871 [0·00829-0·01020]; p=0·088). Bayesian transmission trees showed no significant difference in the number of secondary infections inferred from symptomatic compared with asymptomatic individuals (p=0·56). These findings were consistent across genomic clusters and robust to model assumptions.

interpretationWe identified no differences in transmission between individuals who were symptomatic and those who were asymptomatic using multiple genomic measures. In this high-transmission setting, where systematic screening is implemented, our findings indicate that asymptomatic tuberculosis substantially contributes to tuberculosis transmission at the population level. These results suggest that symptom-based case detection alone is likely to be insufficient to interrupt transmission and highlight the importance of expanded screening strategies in high-risk populations.

fundingUS National Institutes of Health and the Brazilian National Research Council (CNPq).

Indexed as

Mycobacterium tuberculosisPhylogenyPrisonersTuberculosisAdultBrazilGenome, BacterialGenomicsHumansMaleMolecular EpidemiologyRetrospective StudiesSputumWhole Genome Sequencing

Identifiers

PMID42276094
PMCPMC13482504

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