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PulmonologyReal-World Cohort4 min read

Pragmatic Clinical indicators of Tuberculosis Transmission Risk: a Household Contact Cohort Study

Identifying highly infectious people with TB may guide targeted interventions.

Published in ChestObservational cohort study
3/5 Observational
Evidence Meter · 3/5

Real-World Observation

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Source

Follow-Up Window

6 months

Our results show that in this large household cohort, cavitary extent on chest radiograph and cough duration in people with TB were associated with increased TB transmission risk and showed dose-response relationships with TB infection.

What Changes?

Pulmonology · Real-World Cohort

Current Standard

Conventional pulmonology practice relies on standard-of-care monitoring and existing regimens prior to this observational cohort study.

New Finding

These simple, readily available indicators may help target preventive interventions in high-burden settings; however, associations with incident TB remain uncertain.

3 Key Takeaways

Plain English Summary
  1. 01Core Finding

    We conducted an observational cohort study in Lima, Peru, enrolling 4,500 index participants.

  2. 02Study Evidence

    Tested in a observational cohort study at the real-world cohort stage.

  3. 03Practical Meaning

    Observational cohort findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.

What This Means for You

Our results show that in this large household cohort, cavitary extent on chest radiograph and cough duration in people with TB were associated with increased TB transmission risk and showed dose-response relationships with TB infection. These simple, readily available indicators may help target preventive interventions in high-burden settings; however, associations with incident TB remain uncertain.

The Discovery

Interrupting TB transmission is a priority in high-burden settings. Identifying highly infectious people with TB may guide targeted interventions. We conducted an observational cohort study in Lima, Peru, enrolling 4,500 index participants. Of the 4,044 people with microbiologically confirmed TB, 3,109 had at least 1 household contact (HHC), yielding 12,767 HHCs. Index participants underwent chest radiograph and TB symptom assessment, from which we derived a modified Bandim TB score. We assessed HHCs for TB infection at baseline and 6 months, and for incident TB disease over 12 months. We analyzed associations between index participant indicators and TB outcomes in HHCs using modified Poisson regression with generalized estimating equations, adjusting for relevant covariates. Among child HHCs, baseline TB infection risk increased with greater cavitary extent (adjusted trend P = .005) and longer cough duration (adjusted trend P = .002), with similar trends at 6 months. Among cavitation categories, multiple-quadrant involvement was associated with the highest baseline infection risk (adjusted prevalence risk ratio, 1.62; 95% CI, 1.10-2.39), but not with incident disease (adjusted cumulative risk ratio, 1.20; 95% CI, 0.56-2.60). Among cough duration categories, ≥ 56 days showed the highest baseline infection risk (adjusted prevalence risk ratio, 1.59; 95% CI, 1.18-2.13), but not incident disease (adjusted cumulative risk ratio, 1.30; 95% CI, 0.85-1.99). The modified Bandim TB score was not associated with transmission risk.

How It Works, Simply

This pulmonology research focuses on airway remodeling & alveolar gas-exchange pathway. Researchers evaluated it using an observational cohort study at the real-world cohort stage of medical research.

3 Key Takeaways

Clinical Takeaways
  1. 01Core Finding

    We conducted an observational cohort study in Lima, Peru, enrolling 4,500 index participants.

  2. 02Study Evidence

    Tested in a observational cohort study at the real-world cohort stage.

  3. 03Practical Meaning

    Observational cohort findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.

Key Numbers

Quantitative Study Readout
12 months
Follow-Up Window
56 days
Follow-Up Window
01

Biological Mechanism & Study Design

Study Design & Cohort

Observational cohort study

Observational cohort study · Real-World Cohort

Biological Pathway & Modality

Airway remodeling & alveolar gas-exchange pathway

Intervention: Pragmatic Clinical indicators of Tuberculosis Transmission Risk: a Household Contact

02

Experimental Findings & Endpoints

Interrupting TB transmission is a priority in high-burden settings.

Identifying highly infectious people with TB may guide targeted interventions. We conducted an observational cohort study in Lima, Peru, enrolling 4,500 index participants.

Of the 4,044 people with microbiologically confirmed TB, 3,109 had at least 1 household contact (HHC), yielding 12,767 HHCs. Index participants underwent chest radiograph and TB symptom assessment, from which we derived a modified Bandim TB score.

We assessed HHCs for TB infection at baseline and 6 months, and for incident TB disease over 12 months. We analyzed associations between index participant indicators and TB outcomes in HHCs using modified Poisson regression with generalized estimating equations, adjusting for relevant covariates.

Among child HHCs, baseline TB infection risk increased with greater cavitary extent (adjusted trend P = .005) and longer cough duration (adjusted trend P = .002), with similar trends at 6 months. Among cavitation categories, multiple-quadrant involvement was associated with the highest baseline infection risk (adjusted prevalence risk ratio, 1.62; 95% CI, 1.10-2.39), but not with incident disease (adjusted cumulative risk ratio, 1.20; 95% CI, 0.56-2.60).

Among cough duration categories, ≥ 56 days showed the highest baseline infection risk (adjusted prevalence risk ratio, 1.59; 95% CI, 1.18-2.13), but not incident disease (adjusted cumulative risk ratio, 1.30; 95% CI, 0.85-1.99). The modified Bandim TB score was not associated with transmission risk.

03

Clinical Translation & Practice Context

Our results show that in this large household cohort, cavitary extent on chest radiograph and cough duration in people with TB were associated with increased TB transmission risk and showed dose-response relationships with TB infection.

These simple, readily available indicators may help target preventive interventions in high-burden settings; however, associations with incident TB remain uncertain.

03

The Bottom Line · Clinical Pearl

“Our results show that in this large household cohort, cavitary extent on chest radiograph and cough duration in people with TB were associated with increased TB transmission risk and showed dose-response relationships with TB infection.”

Published in Chest · Current Stage: Real-World Cohort

Pulmonology · Real-World Cohort
Study Type
Observational cohort study

Observational cohort study

Evidence Score
3/5 · Real-World Observation
Evidence Meter · 3/5

Real-World Observation

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Who It Applies To
Observational cohort study in pulmonology care
Intervention & Mechanism
Pragmatic Clinical indicators of Tuberculosis Transmission Risk: a Household Contact

Airway remodeling & alveolar gas-exchange pathway

Key Limitation
Observational cohort findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.

Translational Stage

LEVEL 2 · Real-World Cohort

Classified as Observational cohort study along the clinical evidence continuum

  1. Lab & Discovery
  2. Early Trials
  3. Human Evidence
  4. 4Real-World CohortActive

Indexed Clinical Entities

Original Publication & AMA Citation

Pragmatic Clinical indicators of Tuberculosis Transmission Risk: a Household Contact Cohort Study. Chest. Published 2026;Nov 11. Accessed November 15, 2026. https://pubmed.ncbi.nlm.nih.gov/43014670/

Chest

https://pubmed.ncbi.nlm.nih.gov/43014670/

Read Original Paper

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