1. Changes in Total Lymphocyte Count as a Surrogate for Changes in CD4 Count Following Initiation of HAART: Implications for Monitoring in Resource-Limited Settings
- Author
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N. Kumarasamy, Brad Snyder, Joseph W. Hogan, Suniti Solomon, Charles C. J. Carpenter, Timothy P. Flanigan, Kalindi Mehta, Anish P. Mahajan, and Kenneth H. Mayer
- Subjects
Adult ,medicine.medical_specialty ,Adolescent ,Lymphocyte ,HIV Infections ,Models, Biological ,Sensitivity and Specificity ,Gastroenterology ,Antiretroviral Therapy, Highly Active ,Internal medicine ,Positive predicative value ,medicine ,Humans ,Pharmacology (medical) ,Lymphocyte Count ,skin and connective tissue diseases ,Retrospective Studies ,Surrogate endpoint ,business.industry ,Regression analysis ,Retrospective cohort study ,Antiretroviral therapy ,CD4 Lymphocyte Count ,Infectious Diseases ,medicine.anatomical_structure ,Concomitant ,Cohort ,Immunology ,Health Resources ,sense organs ,Drug Monitoring ,business ,Biomarkers - Abstract
Background: A major obstacle to the administration of highly active antiretroviral therapy (HAART) in resource-limited settings is the high cost of CD4 count testing. The total lymphocyte count (TLC) has been proposed as a surrogate marker to monitor immune response to therapy. Objective: To assess, in a developed country setting, the capability and clinical utility of TLC change as a surrogate marker for CD4 count change in monitoring patients on HAART. Methods: Longitudinal co-variation between changes in TLC and concomitant changes in CD4 count following the initiation of HAART was examined using a retrospective cohort study of 126 HIV-positive patients attending The Miriam Hospital, Brown University, Providence, Rl. Analyses included evaluation of the direction of TLC change as a marker for direction of CD4 change, using sensitivity and specificity; evaluation of absolute change in TLC as a marker for benchmark changes in CD4 (≥50 over 6 months, ≥100 over 12 months), using receiver-operator characteristic (ROC) curves; and a regression model of change in TLC as a function of change in CD4, to understand within-individual variation of longitudinal TLC measures. Results: In the first 24 months of HAART, the sensitivity of a TLC increase as a marker for CD4 count increase over the same time period ranged from 86-94%, and the specificity ranged from 80-85%. The median change in TLC among patients with a CD4 count rise of ≥100 cells/mm 3 at 1 year of HAART was +766 cells/mm 3 while that of patients with a CD4 count rise of
- Published
- 2004
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