Abstract
BACKGROUND: CD4 counts are currently used to assess HIV patients for treatment eligibility and to monitor antiretroviral response to treatment. The emerging point-of-care devices could fill an important gap in resource-limited settings. However, the accuracy of CD4-counting instruments is diverse and data on how CD4 measurement errors have an impact on clinical decisions are lacking.
METHODS: Clinicians were queried on the use of CD4 results in their clinical setting. Subsequently, the effect of CD4 measurement errors on treatment initiation was put in a statistical model. Based on clinical CD4 databases from Belgium, Cambodia, and Senegal, the percentage of unchanged clinical decisions was calculated (treatment initiation should start within a 3-month delay [one visit]) for escalating CD4 measurement errors, taking into account the strict or preventive application of CD4 thresholds at 350 or 500 cells/µl used by clinicians.
RESULTS: To ensure that the treatment was initiated appropriately for at least 95% of patients, an error of 5-10 cells/µl was allowed. This is significantly smaller than the bias of ±50 cells/µl most clinicians considered acceptable. For limits of agreement (LOA, 1.96 x error) of 100 cells/µl, corresponding to most CD4 instrument evaluations, the misclassification rate of patients was found to be 3-28% at the threshold of 350 cells/µl (strict or flexible), and 13-20% at 500 cells/µl.
CONCLUSIONS: The maximum allowed CD4 bias on results from new CD4 technologies should not exceed 50 cells/µl (LOA 100 cells/µl) when applied for treatment initiation, to ensure at least 72% of correct clinical decisions. This article is protected by copyright. All rights reserved.
Original language | English |
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Journal | Cytometry Part B Clinical Cytometry |
Volume | 92 |
Issue number | 6 |
Pages (from-to) | 476-484 |
Number of pages | 9 |
ISSN | 1552-4949 |
DOIs | |
Publication status | Published - 2017 |
Keywords
- CD4 count
- accuracy
- bias
- clinical decision
- ART initiation
- EXTERNAL QUALITY ASSESSMENT
- RESOURCE-POOR SETTINGS
- ANTIRETROVIRAL THERAPY
- FLOW-CYTOMETRY
- PIMA CD4
- LYMPHOCYTE COUNTS
- INFECTED PATIENTS
- CARE
- POINT
- ENUMERATION