Understanding the incremental value of novel diagnostic tests for tuberculosis
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Published version
Author(s)
Arinaminpathy, N
Dowdy, D
Type
Journal Article
Abstract
Tuberculosis is a major source of global mortality caused by infection, partly because of a tremendous ongoing burden of undiagnosed disease. Improved diagnostic technology may play an increasingly crucial part in global efforts to end tuberculosis, but the ability of diagnostic tests to curb tuberculosis transmission is dependent on multiple factors, including the time taken by a patient to seek health care, the patient's symptoms, and the patterns of transmission before diagnosis. Novel diagnostic assays for tuberculosis have conventionally been evaluated on the basis of characteristics such as sensitivity and specificity, using assumptions that probably overestimate the impact of diagnostic tests on transmission. We argue for a shift in focus to the evaluation of such tests' incremental value, defining outcomes that reflect each test's purpose (for example, transmissions averted) and comparing systems with the test against those without, in terms of those outcomes. Incremental value can also be measured in units of outcome per incremental unit of resource (for example, money or human capacity). Using a novel, simplified model of tuberculosis transmission that addresses some of the limitations of earlier tuberculosis diagnostic models, we demonstrate that the incremental value of any novel test depends not just on its accuracy, but also on elements such as patient behaviour, tuberculosis natural history and health systems. By integrating these factors into a single unified framework, we advance an approach to the evaluation of new diagnostic tests for tuberculosis that considers the incremental value at the population level and demonstrates how additional data could inform more-effective implementation of tuberculosis diagnostic tests under various conditions.
Date Issued
2015-12-02
Date Acceptance
2015-12-02
Citation
Nature, 2015, 528 (7580), pp.S60-S67
ISSN
0028-0836
Publisher
Nature Publishing Group
Start Page
S60
End Page
S67
Journal / Book Title
Nature
Volume
528
Issue
7580
Copyright Statement
This work is licensed under the Creative Commons Attribution 4.0
International License. The images or other third party material in this
article are included in the article’s Creative Commons license, unless
indicated otherwise in the credit line; if the material is not included under the Creative
Commons license, users will need to obtain permission from the license holder to reproduce
the material. To view a copy of this license, visit http://creativecommons.org/
licenses/by/4.0
International License. The images or other third party material in this
article are included in the article’s Creative Commons license, unless
indicated otherwise in the credit line; if the material is not included under the Creative
Commons license, users will need to obtain permission from the license holder to reproduce
the material. To view a copy of this license, visit http://creativecommons.org/
licenses/by/4.0
License URL
Sponsor
Medical Research Council (MRC)
Grant Number
MR/K010174/1B
Subjects
Science & Technology
Multidisciplinary Sciences
Science & Technology - Other Topics
MIDDLE-INCOME COUNTRIES
XPERT MTB/RIF
MYCOBACTERIUM-TUBERCULOSIS
PULMONARY TUBERCULOSIS
RESISTANT TUBERCULOSIS
EMPIRICAL-TREATMENT
POTENTIAL IMPACT
HEALTH-SYSTEMS
SOUTH-AFRICA
TRANSMISSION
Cost-Benefit Analysis
Diagnostic Tests, Routine
Health Resources
Humans
Sensitivity and Specificity
Time Factors
Tuberculosis
General Science & Technology
MD Multidisciplinary
Publication Status
Published