Baseline IL-6 is a biomarker for unfavourable tuberculosis treatment outcomes: a multisite discovery and validation study. Issue 4 (21st April 2022)
- Record Type:
- Journal Article
- Title:
- Baseline IL-6 is a biomarker for unfavourable tuberculosis treatment outcomes: a multisite discovery and validation study. Issue 4 (21st April 2022)
- Main Title:
- Baseline IL-6 is a biomarker for unfavourable tuberculosis treatment outcomes: a multisite discovery and validation study
- Authors:
- Gupte, Akshay N.
Kumar, Pavan
Araújo-Pereira, Mariana
Kulkarni, Vandana
Paradkar, Mandar
Pradhan, Neeta
Menon, Pradeep
Padmapriyadarsini, Chandrasekaran
Hanna, Luke-Elizabeth
Yogendra Shivakumar, Shri Vijay Bala
Rockwood, Neesha
Du Bruyn, Elsa
Karyakarte, Rajesh
Gaikwad, Sanjay
Bollinger, Robert
Golub, Jonathan
Gupte, Nikhil
Viswanathan, Vijay
Wilkinson, Robert J.
Mave, Vidya
Babu, Subash
Kornfeld, Hardy
Andrade, Bruno B.
Gupta, Amita - Abstract:
- Background: Biomarkers of unfavourable tuberculosis (TB) treatment outcomes are needed to accelerate new drug and regimen development. Whether plasma cytokine levels can predict unfavourable TB treatment outcomes is unclear. Methods: We identified and internally validated the association between 20 a priori selected plasma inflammatory markers and unfavourable treatment outcomes of failure, recurrence and all-cause mortality among adults with drug-sensitive pulmonary TB in India. We externally validated these findings in two independent cohorts of predominantly diabetic and HIV co-infected TB patients in India and South Africa, respectively. Results: Pre-treatment interferon-γ, interleukin (IL)-13 and IL-6 were associated with treatment failure in the discovery analysis. Internal validation confirmed higher pre-treatment IL-6 concentrations among failure cases compared with controls. External validation among predominantly diabetic TB patients found an association between pre-treatment IL-6 concentrations and subsequent recurrence and death. Similarly, external validation among predominantly HIV co-infected TB patients found an association between pre-treatment IL-6 concentrations and subsequent treatment failure and death. In a pooled analysis of 363 TB cases from the Indian and South African validation cohorts, high pre-treatment IL-6 concentrations were associated with higher risk of failure (adjusted OR (aOR) 2.16, 95% CI 1.08–4.33; p=0.02), recurrence (aOR 5.36, 95% CIBackground: Biomarkers of unfavourable tuberculosis (TB) treatment outcomes are needed to accelerate new drug and regimen development. Whether plasma cytokine levels can predict unfavourable TB treatment outcomes is unclear. Methods: We identified and internally validated the association between 20 a priori selected plasma inflammatory markers and unfavourable treatment outcomes of failure, recurrence and all-cause mortality among adults with drug-sensitive pulmonary TB in India. We externally validated these findings in two independent cohorts of predominantly diabetic and HIV co-infected TB patients in India and South Africa, respectively. Results: Pre-treatment interferon-γ, interleukin (IL)-13 and IL-6 were associated with treatment failure in the discovery analysis. Internal validation confirmed higher pre-treatment IL-6 concentrations among failure cases compared with controls. External validation among predominantly diabetic TB patients found an association between pre-treatment IL-6 concentrations and subsequent recurrence and death. Similarly, external validation among predominantly HIV co-infected TB patients found an association between pre-treatment IL-6 concentrations and subsequent treatment failure and death. In a pooled analysis of 363 TB cases from the Indian and South African validation cohorts, high pre-treatment IL-6 concentrations were associated with higher risk of failure (adjusted OR (aOR) 2.16, 95% CI 1.08–4.33; p=0.02), recurrence (aOR 5.36, 95% CI 2.48–11.57; p<0.001) and death (aOR 4.62, 95% CI 1.95–10.95; p<0.001). Adding baseline IL-6 to a risk prediction model comprised of low body mass index, high smear grade and cavitation improved model performance by 15% (C-statistic 0.66 versus 0.76; p=0.02). Conclusions: Pre-treatment IL-6 is a biomarker for unfavourable TB treatment outcomes. Future studies should identify optimal IL-6 concentrations for point-of-care risk prediction. Pre-treatment IL-6 is a biomarker for unfavourable tuberculosis treatment outcomes independent of disease severity and improves the performance of risk prediction models comprised of established clinical predictors https://bit.ly/38394xE … (more)
- Is Part Of:
- European respiratory journal. Volume 59:Issue 4(2022)
- Journal:
- European respiratory journal
- Issue:
- Volume 59:Issue 4(2022)
- Issue Display:
- Volume 59, Issue 4 (2022)
- Year:
- 2022
- Volume:
- 59
- Issue:
- 4
- Issue Sort Value:
- 2022-0059-0004-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-04-21
- Subjects:
- Respiratory organs -- Diseases -- Periodicals
Respiration -- Periodicals
616.2 - Journal URLs:
- http://erj.ersjournals.com ↗
http://www.ersnet.org ↗
http://www.blackwell-synergy.com/member/institutions/issuelist.asp?journal=mrj ↗
http://www.ingenta.com/journals/browse/ers/erj?mode=direct ↗ - DOI:
- 10.1183/13993003.00905-2021 ↗
- Languages:
- English
- ISSNs:
- 0903-1936
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - BLDSS-3PM
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