Longitudinal Dynamics of a Blood Transcriptomic Signature of Tuberculosis

Am J Respir Crit Care Med. 2021 Dec 15;204(12):1463-1472. doi: 10.1164/rccm.202103-0548OC.

Abstract

Rationale: Performance of blood transcriptomic tuberculosis (TB) signatures in longitudinal studies and effects of TB-preventive therapy and coinfection with HIV or respiratory organisms on transcriptomic signatures has not been systematically studied. Objectives: We evaluated longitudinal kinetics of an 11-gene blood transcriptomic TB signature, RISK11, and effects of TB-preventive therapy (TPT) and respiratory organisms on RISK11 signature score, in HIV-uninfected and HIV-infected individuals. Methods: RISK11 was measured in a longitudinal study of RISK11-guided TPT in HIV-uninfected adults, a cross-sectional respiratory organisms cohort, or a longitudinal study in people living with HIV (PLHIV). HIV-uninfected RISK11+ participants were randomized to TPT or no TPT; RISK11- participants received no TPT. PLHIV received standard-of-care antiretroviral therapy and TPT. In the cross-sectional respiratory organisms cohort, viruses and bacteria in nasopharyngeal and oropharyngeal swabs were quantified by real-time quantitative PCR. Measurements and Main Results: RISK11+ status was transient in most of the 128 HIV-negative participants with longitudinal samples; more than 70% of RISK11+ participants reverted to RISK11- by 3 months, irrespective of TPT. By comparison, reversion from a RISK11+ state was less common in 645 PLHIV (42.1%). Non-HIV viral and nontuberculous bacterial organisms were detected in 7.2% and 38.9% of the 1,000 respiratory organisms cohort participants, respectively, and among those investigated for TB, 3.8% had prevalent disease. Median RISK11 scores (%) were higher in participants with viral organisms alone (46.7%), viral and bacterial organisms (42.8%), or prevalent TB (85.7%) than those with bacterial organisms other than TB (13.4%) or no organisms (14.2%). RISK11 could not discriminate between prevalent TB and viral organisms. Conclusions: Positive RISK11 signature status is often transient, possibly due to intercurrent viral infection, highlighting potentially important challenges for implementation of these biomarkers as new tools for TB control.

Keywords: HIV; Mycobacterium tuberculosis; biomarkers; mRNA; respiratory tract infections.

Publication types

  • Observational Study
  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Anti-HIV Agents / therapeutic use
  • Antitubercular Agents / therapeutic use
  • Biomarkers / blood
  • Clinical Decision Rules*
  • Coinfection / blood
  • Coinfection / diagnosis
  • Coinfection / genetics
  • Coinfection / therapy
  • Cross-Sectional Studies
  • Female
  • Gene Expression Profiling*
  • HIV Infections / blood
  • HIV Infections / diagnosis
  • HIV Infections / drug therapy
  • HIV Infections / genetics
  • Humans
  • Linear Models
  • Longitudinal Studies
  • Male
  • Middle Aged
  • Respiratory Tract Infections / blood
  • Respiratory Tract Infections / diagnosis
  • Respiratory Tract Infections / genetics
  • Respiratory Tract Infections / therapy
  • Risk Assessment
  • Sensitivity and Specificity
  • Transcriptome*
  • Treatment Outcome
  • Tuberculosis / blood
  • Tuberculosis / diagnosis*
  • Tuberculosis / genetics*
  • Tuberculosis / prevention & control
  • Young Adult

Substances

  • Anti-HIV Agents
  • Antitubercular Agents
  • Biomarkers