Mycobacterium tuberculosis-stimulated whole blood culture to detect host biosignatures for tuberculosis treatment response. (May 2021)
- Record Type:
- Journal Article
- Title:
- Mycobacterium tuberculosis-stimulated whole blood culture to detect host biosignatures for tuberculosis treatment response. (May 2021)
- Main Title:
- Mycobacterium tuberculosis-stimulated whole blood culture to detect host biosignatures for tuberculosis treatment response
- Authors:
- Cilliers, Karen
Menezes, Angela
Webber, Tariq
Dockrell, Hazel M.
Cliff, Jacqueline M.
Kleynhans, Léanie
Chegou, Novel N.
du Plessis, Nelita
Loxton, André G.
Kidd, Martin
Djoba Siawaya, Joel Fleury
Ronacher, Katharina
Walzl, Gerhard - Abstract:
- Abstract: Host markers to monitor the response to tuberculosis (TB) therapy hold some promise. We evaluated the changes in concentration of Mycobacterium tuberculosis (M.tb)-induced soluble biomarkers during early treatment for predicting short- and long-term treatment outcomes. Whole blood samples from 30 cured and 12 relapsed TB patients from diagnosis, week 1, 2, and 4 of treatment were cultured in the presence of live M.tb for seven days and patients followed up for 24 weeks after the end of treatment. 57 markers were measured in unstimulated and antigen-stimulated culture supernatants using Luminex assays. Top performing multi-variable models at diagnosis using unstimulated values predicted outcome at 24 months after treatment completion with a sensitivity of 75.0% (95% CI, 42.8–94.5%) and specificity of 72.4% (95% CI, 52.8–87.3%) in leave-one-out cross validation. Month two treatment responder classification was correctly predicted with a sensitivity of 79.2% (95% CI, 57.8–92.9%) and specificity of 92.3% (95% CI, 64.0–99.8%). This study provides evidence of the early M.tb-specific treatment response in TB patients but shows that the observed unstimulated marker models are not outperformed by stimulated marker models. Performance of unstimulated predictive host marker signatures is promising and requires validation in larger studies. Highlights : Mycobacterium tuberculosis -specific response in early TB treatment. Stimulated marker models do not outperform unstimulatedAbstract: Host markers to monitor the response to tuberculosis (TB) therapy hold some promise. We evaluated the changes in concentration of Mycobacterium tuberculosis (M.tb)-induced soluble biomarkers during early treatment for predicting short- and long-term treatment outcomes. Whole blood samples from 30 cured and 12 relapsed TB patients from diagnosis, week 1, 2, and 4 of treatment were cultured in the presence of live M.tb for seven days and patients followed up for 24 weeks after the end of treatment. 57 markers were measured in unstimulated and antigen-stimulated culture supernatants using Luminex assays. Top performing multi-variable models at diagnosis using unstimulated values predicted outcome at 24 months after treatment completion with a sensitivity of 75.0% (95% CI, 42.8–94.5%) and specificity of 72.4% (95% CI, 52.8–87.3%) in leave-one-out cross validation. Month two treatment responder classification was correctly predicted with a sensitivity of 79.2% (95% CI, 57.8–92.9%) and specificity of 92.3% (95% CI, 64.0–99.8%). This study provides evidence of the early M.tb-specific treatment response in TB patients but shows that the observed unstimulated marker models are not outperformed by stimulated marker models. Performance of unstimulated predictive host marker signatures is promising and requires validation in larger studies. Highlights : Mycobacterium tuberculosis -specific response in early TB treatment. Stimulated marker models do not outperform unstimulated marker models. Performance of predictive host marker signatures is promising. … (more)
- Is Part Of:
- Tuberculosis. Volume 128(2021)
- Journal:
- Tuberculosis
- Issue:
- Volume 128(2021)
- Issue Display:
- Volume 128, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 128
- Issue:
- 2021
- Issue Sort Value:
- 2021-0128-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-05
- Subjects:
- Antigen-specific -- Biomarkers -- Relapse -- Slow responders -- Treatment response -- Tuberculosis
616.995 - Journal URLs:
- http://www.elsevier.com/journals ↗
- DOI:
- 10.1016/j.tube.2021.102082 ↗
- Languages:
- English
- ISSNs:
- 1472-9792
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 9068.125000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 18253.xml