Unknown

Dataset Information

0

Implementation and Operational Research: Risk Charts to Guide Targeted HIV-1 Viral Load Monitoring of ART: Development and Validation in Patients From Resource-Limited Settings.


ABSTRACT: BACKGROUND:HIV-1 RNA viral load (VL) testing is recommended to monitor antiretroviral therapy (ART) but not available in many resource-limited settings. We developed and validated CD4-based risk charts to guide targeted VL testing. METHODS:We modeled the probability of virologic failure up to 5 years of ART based on current and baseline CD4 counts, developed decision rules for targeted VL testing of 10%, 20%, or 40% of patients in 7 cohorts of patients starting ART in South Africa, and plotted cutoffs for VL testing on colour-coded risk charts. We assessed the accuracy of risk chart-guided VL testing to detect virologic failure in validation cohorts from South Africa, Zambia, and the Asia-Pacific. RESULTS:In total, 31,450 adult patients were included in the derivation and 25,294 patients in the validation cohorts. Positive predictive values increased with the percentage of patients tested: from 79% (10% tested) to 98% (40% tested) in the South African cohort, from 64% to 93% in the Zambian cohort, and from 73% to 96% in the Asia-Pacific cohort. Corresponding increases in sensitivity were from 35% to 68% in South Africa, from 55% to 82% in Zambia, and from 37% to 71% in Asia-Pacific. The area under the receiver operating curve increased from 0.75 to 0.91 in South Africa, from 0.76 to 0.91 in Zambia, and from 0.77 to 0.92 in Asia-Pacific. CONCLUSIONS:CD4-based risk charts with optimal cutoffs for targeted VL testing maybe useful to monitor ART in settings where VL capacity is limited.

SUBMITTER: Koller M 

PROVIDER: S-EPMC5395665 | biostudies-literature | 2015 Nov

REPOSITORIES: biostudies-literature

altmetric image

Publications

Implementation and Operational Research: Risk Charts to Guide Targeted HIV-1 Viral Load Monitoring of ART: Development and Validation in Patients From Resource-Limited Settings.

Koller Manuel M   Fatti Geoffrey G   Chi Benjamin H BH   Keiser Olivia O   Hoffmann Christopher J CJ   Wood Robin R   Prozesky Hans H   Stinson Kathryn K   Giddy Janet J   Mutevedzi Portia P   Fox Matthew P MP   Law Matthew M   Boulle Andrew A   Egger Matthias M  

Journal of acquired immune deficiency syndromes (1999) 20151101 3


<h4>Background</h4>HIV-1 RNA viral load (VL) testing is recommended to monitor antiretroviral therapy (ART) but not available in many resource-limited settings. We developed and validated CD4-based risk charts to guide targeted VL testing.<h4>Methods</h4>We modeled the probability of virologic failure up to 5 years of ART based on current and baseline CD4 counts, developed decision rules for targeted VL testing of 10%, 20%, or 40% of patients in 7 cohorts of patients starting ART in South Africa  ...[more]

Similar Datasets

| S-EPMC5861504 | biostudies-literature
| S-EPMC3813830 | biostudies-literature
| S-EPMC6963438 | biostudies-literature
| S-EPMC5447887 | biostudies-other
| S-EPMC4220801 | biostudies-other
| S-EPMC3500715 | biostudies-literature
| S-EPMC7526415 | biostudies-literature
| S-EPMC3809900 | biostudies-literature
| S-EPMC10964563 | biostudies-literature
| S-EPMC5648117 | biostudies-literature