Skip to main content

ORIGINAL RESEARCH article

Front. Immunol.

Sec. Microbial Immunology

Volume 16 - 2025 | doi: 10.3389/fimmu.2025.1556857

This article is part of the Research Topic Deciphering Host-Pathogen Interactions in Tuberculosis: Implications for Diagnostics and Therapeutics View all 3 articles

Association between blood inflammatory status and the survival of tuberculosis: a five-year cohort study

Provisionally accepted
Yating Ji Yating Ji 1Qingyao Xie Qingyao Xie 2Wei Wei Wei Wei 1Zhen Huang Zhen Huang 3,4Xuhui Liu Xuhui Liu 5Qi Ye Qi Ye 1Yanping Liu Yanping Liu 1Xiaoyu Lu Xiaoyu Lu 1Yixiao Lv Yixiao Lv 1Renjie Hou Renjie Hou 1Qingping Zhang Qingping Zhang 1Yanzi Xu Yanzi Xu 6JianHui Yuan JianHui Yuan 6*Shuihua Lu Shuihua Lu 2,7*Chongguang Yang Chongguang Yang 1,8*
  • 1 School of Public Health (Shenzhen), Shenzhen Key Laboratory of Pathogenic Microbes and Biosafety, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
  • 2 Department of tuberculosis, Shenzhen Third People’s Hospital, Shenzhen, China
  • 3 National Clinical Research Center for Infectious Diseases, Shenzhen Third People’s Hospital, Shenzhen, China
  • 4 Department of Biochemistry and Molecular Biology, School of Medicine, Tulane University, New Orleans, Louisiana, United States
  • 5 Department of Tuberculosis, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
  • 6 Nanshan District Center for Disease Control and Prevention, Shenzhen, China
  • 7 National Clinical Research Center for Infectious Disease, Shenzhen, China
  • 8 Guangdong Provincial Highly Pathogenic Microorganism Science Data Center, Sun Yat-sen University, Shenzhen, China

The final, formatted version of the article will be published soon.

    Blood inflammatory status is closely associated with tuberculosis (TB) progression. Emerging inflammatory indices from different leukocyte subtypes have become a prognostic hotspot for various diseases, yet their application in TB prognosis remains limited. This study aims to assess the impact of inflammatory status on TB patients' prognosis and its potential as a prognostic indicator to optimize prognostic assessment and therapeutic strategies.This study included 4027 TB patients admitted to a tuberculosis-designated hospital in Shenzhen from January 2017 to December 2022. Patients were classified into three inflammatory statuses (Q1-Q3) based on each index's level. We conducted Cox regression and restricted cubic splines (RCS) analyses to evaluate the association between inflammatory status and unfavorable outcome, subgroup analyses to understand heterogeneous associations among subpopulations, and receiver operating characteristic (ROC) analyses to evaluate the prognostic performance of inflammatory status on TB treatment outcomes.During 48991.79 person-months of follow-up involving 4027 patients, 225 unfavorable outcomes occurred. Multivariable Cox regression indicated that the Q3 levels of CAR, CLR, dNLR, NLR, SII, and SIRI increased the risk of unfavorable outcome by 45%-99% (HR: 1.45-1.99, all P<0.050), whereas ENR reduced the risk by 29% (HR: 0.71, P=0.040) compared to Q1. RCS curves revealed linear associations with unfavorable outcome that were positive for CAR, CLR, dNLR, SII, and SIRI, negative for ENR (all P for nonlinear>0.050), and nonlinear for MLR, NLR, and PNI (all P for nonlinear<0.050). Subgroup analyses identified heterogeneous associations across age, sex, BMI, comorbidities, and drug resistance (all P for interaction<0.050), with attenuated risk effects of CAR, CLR, dNLR, and SII in patients aged 30-60 years, male, BMI≥24.0 kg/m², smokers, retreatment cases, and those with tumor. ROC analysis demonstrated stable predictive performances of inflammatory status (AUC: 0.785-0.804 at 6-month, 0.781-0.793 at 9-month, and 0.762-0.773 at 12-month), and the combination of the inflammatory status significantly optimized the prognostic performance of the basic model (9-month AUC: 0.811 vs 0.780, P=0.024; 12-month AUC: 0.794 vs 0.758, P=0.013).Pretreatment blood inflammatory status effectively predicts the treatment outcome of TB patients. Our findings hold significant clinical value for TB patient management and warrant prospective evaluation in future studies.

    Keywords: blood inflammatory status, Inflammation, Tuberculosis, prognosis, survival analysis, cohort study

    Received: 07 Jan 2025; Accepted: 03 Mar 2025.

    Copyright: © 2025 Ji, Xie, Wei, Huang, Liu, Ye, Liu, Lu, Lv, Hou, Zhang, Xu, Yuan, Lu and Yang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence:
    JianHui Yuan, Nanshan District Center for Disease Control and Prevention, Shenzhen, China
    Shuihua Lu, National Clinical Research Center for Infectious Disease, Shenzhen, 518112, China
    Chongguang Yang, School of Public Health (Shenzhen), Shenzhen Key Laboratory of Pathogenic Microbes and Biosafety, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

    Research integrity at Frontiers

    Man ultramarathon runner in the mountains he trains at sunset

    94% of researchers rate our articles as excellent or good

    Learn more about the work of our research integrity team to safeguard the quality of each article we publish.


    Find out more