Mycobacterium tuberculosis-stimulated whole blood culture to detect host biosignatures for tuberculosis treatment response

被引:3
作者
Cilliers, Karen [1 ]
Menezes, Angela [2 ]
Webber, Tariq [1 ]
Dockrell, Hazel M. [3 ]
Cliff, Jacqueline M. [3 ]
Kleynhans, Leanie [1 ]
Chegou, Novel N. [1 ]
du Plessis, Nelita [1 ]
Loxton, Andre G. [1 ]
Kidd, Martin [4 ]
Siawaya, Joel Fleury Djoba [5 ,6 ]
Ronacher, Katharina [7 ]
Walzl, Gerhard [1 ]
机构
[1] Stellenbosch Univ, Fac Med & Hlth Sci, Div Mol Biol & Human Genet, South African Med Res Council,Ctr TB Res,DSI NRF, Cape Town, South Africa
[2] Kings Coll Hosp London, Viapath, London, England
[3] London Sch Hyg & Trop Med, Dept Infect Biol, Fac Infect & Trop Dis, London, England
[4] Stellenbosch Univ, Ctr Stat Consultat, Stellenbosch, South Africa
[5] Natl Publ Hlth Lab, Specialised Diagnost & Res Unit, Libreville, Gabon
[6] Child Univ Hosp Jeanne EBORI Fdn URDS LNSP CHUMEF, Libreville, Gabon
[7] Univ Queensland, Mater Res Inst, Translat Res Inst, Brisbane, Qld, Australia
基金
新加坡国家研究基金会; 英国医学研究理事会;
关键词
Antigen-specific; Biomarkers; Relapse; Slow responders; Treatment response; Tuberculosis; PULMONARY TUBERCULOSIS; CLINICAL-MANIFESTATIONS; BIOMARKERS; ALPHA; ASSOCIATION; PROFILES; RELAPSE; PREDICT;
D O I
10.1016/j.tube.2021.102082
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
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.
引用
收藏
页数:9
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