Gene expression profiling identifies candidate biomarkers for new latent tuberculosis infections. A cohort study

PLoS One. 2022 Sep 28;17(9):e0274257. doi: 10.1371/journal.pone.0274257. eCollection 2022.

Abstract

Objective: To determine the gene expression profile in individuals with new latent tuberculosis infection (LTBI), and to compare them with people with active tuberculosis (TB) and those exposed to TB but not infected.

Design: A prospective cohort study. Recruitment and follow-up were conducted between September 2016 to December 2018. Gene expression and data processing and analysis from April 2019 to April 2021.

Setting: Two male Colombian prisons.

Participants: 15 new tuberculin skin test (TST) converters (negative TST at baseline that became positive during follow-up), 11 people that continued with a negative TST after two years of follow-up, and 10 people with pulmonary ATB.

Main outcome measures: Gene expression profile using RNA sequencing from PBMC samples. The differential expression was assessed using the DESeq2 package in Bioconductor. Genes with |logFC| >1.0 and an adjusted p-value < 0.1 were differentially expressed. We analyzed the differences in the enrichment of KEGG pathways in each group using InterMiner.

Results: The gene expression was affected by the time of incarceration. We identified group-specific differentially expressed genes between the groups: 289 genes in people with a new LTBI and short incarceration (less than three months of incarceration), 117 in those with LTBI and long incarceration (one or more years of incarceration), 26 in ATB, and 276 in the exposed but non-infected individuals. Four pathways encompassed the largest number of down and up-regulated genes among individuals with LTBI and short incarceration: cytokine signaling, signal transduction, neutrophil degranulation, and innate immune system. In individuals with LTBI and long incarceration, the only enriched pathway within up-regulated genes was Emi1 phosphorylation.

Conclusions: Recent infection with MTB is associated with an identifiable RNA pattern related to innate immune system pathways that can be used to prioritize LTBI treatment for those at greatest risk for developing active TB.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers / metabolism
  • Cohort Studies
  • Cytokines
  • Gene Expression Profiling
  • Humans
  • Latent Tuberculosis* / diagnosis
  • Latent Tuberculosis* / genetics
  • Leukocytes, Mononuclear / metabolism
  • Male
  • Prospective Studies
  • RNA
  • Tuberculin Test
  • Tuberculosis*

Substances

  • Biomarkers
  • Cytokines
  • RNA

Grants and funding

This research was funded by the Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS), currently named as Ministerio de Ciencia, Tecnología e Innovación (Minciencias), in the form of the grant “Host gene expression profile used to identify latent TB infection and the transition to active disease - Perfil de la expresión génica del hospedero para identificar tuberculosis latente y la transición a enfermedad activa” [grant no. 121071249878] and by a National Ph.D. [grant no. 067C-04/18-55] to ZVR and by the Centro de Investigación para el Desarrollo y la Innovación, Universidad Pontificia Bolivariana, as part of the project “Análisis de expresión génica y su correlación con la terapia antituberculosa,” [grant no. 832B-06/17-55] in the form of funds to DM. This study was also funded by the Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS), currently named as Ministerio de Ciencia, Tecnología e Innovación (Minciencias), in the form of a doctoral scholarship in Colombia [program #647] and a Emerging Leaders of Americas Program, 2018, doctoral scholarship from the Government of Canada to MHD. This research was also supported in part by a Canada Research Chairs Program for ZVR [award # 323473], specifically to cover the open access fee and the salary during the manuscript writing and editing process. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.