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Predictive accuracy of the Veterans Aging Cohort Study index for mortality with HIV infection: a North American cross cohort analysis.
- Source :
-
Journal of acquired immune deficiency syndromes (1999) [J Acquir Immune Defic Syndr] 2013 Feb 01; Vol. 62 (2), pp. 149-63. - Publication Year :
- 2013
-
Abstract
- Background: By supplementing an index composed of HIV biomarkers and age (restricted index) with measures of organ injury, the Veterans Aging Cohort Study (VACS) index more completely reflects risk of mortality. We compare the accuracy of the VACS and restricted indices (1) among subjects outside the Veterans Affairs Healthcare System, (2) more than 1-5 years of prior exposure to antiretroviral therapy (ART), and (3) within important patient subgroups.<br />Methods: We used data from 13 cohorts in the North American AIDS Cohort Collaboration (n = 10, 835) limiting analyses to HIV-infected subjects with at least 12 months exposure to ART. Variables included demographic, laboratory (CD4 count, HIV-1 RNA, hemoglobin, platelets, aspartate and alanine transaminase, creatinine, and hepatitis C status), and survival. We used C-statistics and net reclassification improvement (NRI) to test discrimination varying prior ART exposure from 1 to 5 years. We then combined Veterans Affairs Healthcare System (n = 5066) and North American AIDS Cohort Collaboration data, fit a parametric survival model, and compared predicted to observed mortality by cohort, gender, age, race, and HIV-1 RNA level.<br />Results: Mean follow-up was 3.3 years (655 deaths). Compared with the restricted index, the VACS index showed greater discrimination (C-statistics: 0.77 vs. 0.74; NRI: 12%; P < 0.0001). NRI was highest among those with HIV-1 RNA <500 copies per milliliter (25%) and age ≥50 years (20%). Predictions were similar to observed mortality among all subgroups.<br />Conclusions: VACS index scores discriminate risk and translate into accurate mortality estimates over 1-5 years of exposure to ART and for diverse patient subgroups from North American.
- Subjects :
- Age Factors
Alanine Transaminase blood
Anti-Retroviral Agents therapeutic use
Aspartate Aminotransferases blood
CD4 Lymphocyte Count
Cohort Studies
Creatinine blood
Female
HIV Infections drug therapy
HIV Infections ethnology
HIV Infections immunology
HIV-1 genetics
HIV-1 immunology
Hemoglobins metabolism
Hepatitis C blood
Hepatitis C mortality
Humans
Kaplan-Meier Estimate
Male
Middle Aged
North America epidemiology
Platelet Count
Predictive Value of Tests
RNA, Viral blood
Risk Assessment methods
Sex Factors
Biomarkers blood
HIV Infections mortality
Subjects
Details
- Language :
- English
- ISSN :
- 1944-7884
- Volume :
- 62
- Issue :
- 2
- Database :
- MEDLINE
- Journal :
- Journal of acquired immune deficiency syndromes (1999)
- Publication Type :
- Academic Journal
- Accession number :
- 23187941
- Full Text :
- https://doi.org/10.1097/QAI.0b013e31827df36c