A rapid triage test for active pulmonary tuberculosis in adult patients with persistent cough

被引:52
作者
Ahmad, Rushdy [1 ]
Xie, Liangxia [2 ,3 ,4 ]
Pyle, Margaret [5 ]
Suarez, Marta F. [6 ]
Broger, Tobias [7 ]
Steinberg, Dan [8 ]
Ame, Shaali M. [9 ]
Lucero, Marilla G. [10 ]
Szucs, Matthew J. [1 ]
MacMullan, Melanie [1 ]
Berven, Frode S. [11 ]
Dutta, Arup [12 ]
Sanvictores, Diozele M. [10 ]
Tallo, Veronica L. [10 ]
Bencher, Robert [13 ]
Eisinger, Dominic P. [13 ]
Dhingra, Usha [12 ]
Deb, Saikat [12 ]
Ali, Said M. [9 ]
Mehta, Saurabh [14 ]
Fawzi, Wafaie W. [15 ]
Riley, Ian D. [16 ]
Sazawal, Sunil [12 ]
Premji, Zul [17 ]
Black, Robert [18 ]
Murray, Christopher J. L. [19 ]
Rodriguez, Bill [20 ]
Carr, Steven A. [1 ]
Walt, David R. [2 ,3 ,4 ]
Gillette, Michael A. [1 ,21 ]
机构
[1] Broad Inst Harvard & MIT, 415 Main St, Cambridge, MA 02142 USA
[2] Harvard Med Sch, Brigham & Womens Hosp, Dept Pathol, 60 Fenwood Rd, Boston, MA 02115 USA
[3] Harvard Univ, Wyss Inst Biologically Inspired Engn, 3 Blackfan Circle, Boston, MA 02115 USA
[4] Tufts Univ, Dept Chem, Medford, MA 02155 USA
[5] Univ Maryland, Med Ctr, 22 South Greene St, Baltimore, MD 21201 USA
[6] Daktari Diagnost, 85 Bolton St, Cambridge, MA 02140 USA
[7] Fdn Innovat New Diagnost, 9 Chemin Mines, CH-1202 Geneva, Switzerland
[8] Salford Syst, 9685 Via Excelencia,Suite 208, San Diego, CA 92126 USA
[9] Publ Hlth Lab Ivo Carneri, Chake Chake 5501021, Pemba, Tanzania
[10] Filinvest Corp City, Res Inst Trop Med, 9002 Res Dr, Muntinlupa 1781, Metro Manila, Philippines
[11] Univ Bergen, Dept Biomed, Prote Unit, N-5009 Bergen, Norway
[12] Ctr Publ Hlth Kinet, 214A Vinobapuri,Lajpat Nagar 2, New Delhi 110024, India
[13] Myriad RBM Inc, 3300 Duval Rd, Austin, TX 78759 USA
[14] Cornell Univ, Inst Nutr Sci Global Hlth & Technol, 314 Savage Hall, Ithaca, NY 14850 USA
[15] Harvard Sch Publ Hlth, Dept Global Hlth & Populat, 665 Huntington Ave,Bldg 1,Room 1102, Boston, MA 02115 USA
[16] Univ Queensland, Brisbane, Qld 4072, Australia
[17] Muhimbili Univ Hlth & Allied Sci, Dept Parasitol & Entomol, United Nations Rd, Dar Es Salaam 0702172, Tanzania
[18] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, Inst Int Programs, 615 N Wolfe St, Baltimore, MD 21205 USA
[19] Univ Washington, Inst Hlth Metr & Evaluat, 2301 5th Ave,Suite 600, Seattle, WA 98121 USA
[20] Draper Richards Kaplan Fdn, 535 Boylston St, Boston, MA 02116 USA
[21] Massachusetts Gen Hosp, Div Pulm & Crit Care Med, 55 Fruit St, Boston, MA 02114 USA
关键词
ENDOTHELIAL GROWTH-FACTOR; CIRCULATING INTERLEUKIN-18; HOST RESPONSE; DIAGNOSIS; BIOMARKERS; DISEASE; IMMUNOASSAY; SIGNATURE; DISCOVERY; CYTOKINES;
D O I
10.1126/scitranslmed.aaw8287
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Improved tuberculosis (TB) prevention and control depend critically on the development of a simple, readily accessible rapid triage test to stratify TB risk. We hypothesized that a blood protein-based host response signature for active TB (ATB) could distinguish it from other TB-like disease (OTD) in adult patients with persistent cough, thereby providing a foundation for a point-of-care (POC) triage test for ATB. Three adult cohorts consisting of ATB suspects were recruited. A bead-based immunoassay and machine learning algorithms identified a panel of four host blood proteins, interleukin-6 (IL-6), IL-8, IL-18, and vascular endothelial growth factor (VEGF), that distinguished ATB from OTD. An ultrasensitive POC-amenable single-molecule array (Simoa) panel was configured, and the ATB diagnostic algorithm underwent blind validation in an independent, multinational cohort in which ATB was distinguished from OTD with receiver operator characteristic-area under the curve (ROC-AUC) of 0.80 [95% confidence interval (CI), 0.75 to 0.85], 80% sensitivity (95% CI, 73 to 85%), and 65% specificity (95% CI, 57 to 71%). When host antibodies against TB antigen Ag85B were added to the panel, performance improved to 86% sensitivity and 69% specificity. A blood-based host response panel consisting of four proteins and antibodies to one TB antigen can help to differentiate ATB from other causes of persistent cough in patients with and without HIV infection from Africa, Asia, and South America. Performance characteristics approach World Health Organization (WHO) target product profile accuracy requirements and may provide the foundation for an urgently needed blood-based POC TB triage test.
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页数:14
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