A systematic review of biomarkers to detect active tuberculosis

生物标志物 医学 肺结核 生物标志物发现 系统回顾 梅德林 计算生物学 生物信息学 重症监护医学 病理 蛋白质组学 生物 生物化学 基因
作者
Emily MacLean,Tobias Broger,Seda Yerlikaya,B. Leticia Fernández-Carballo,Madhukar Pai,Claudia M. Denkinger
出处
期刊:Nature microbiology 卷期号:4 (5): 748-758 被引量:160
标识
DOI:10.1038/s41564-019-0380-2
摘要

Millions of cases of tuberculosis (TB) go undiagnosed each year. Better diagnostic tools are urgently needed. Biomarker-based or multiple marker biosignature-based tests, ideally performed on blood or urine, for the detection of active TB might help to meet target product profiles proposed by the World Health Organization for point-of-care testing. We conducted a systematic review to summarize evidence on proposed biomarkers and biosignatures and evaluate their quality and level of evidence. We screened the titles and abstracts of 7,631 citations and included 443 publications that fulfilled the inclusion criteria and were published in 2010–2017. The types of biomarkers identified included antibodies, cytokines, metabolic activity markers, mycobacterial antigens and volatile organic compounds. Only 47% of studies reported a culture-based reference standard and diagnostic sensitivity and specificity. Forty-four biomarkers (4%) were identified in high-quality studies and met the target product profile minimum criteria, of which two have been incorporated into commercial assays. Of the 44 highest-quality biomarkers, 24 (55%) were multiple marker biosignatures. No meta-analyses were performed owing to between-study heterogeneity. In conclusion, TB biomarker discovery studies are often poorly designed and findings are rarely confirmed in independent studies. Few markers progress to a further developmental stage. More validation studies that consider the intended diagnostic use cases and apply rigorous design are needed. The extracted data from this review are currently being used by FIND as the foundation of a dynamic database in which biomarker data and developmental status will be presented. A literature-based review evaluates host and bacterial biomarkers as well as biosignatures that may be leveraged for the diagnosis of tuberculosis.
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