The VACS Index Accurately Predicts Mortality and Treatment Response among Multi-Drug Resistant HIV Infected Patients Participating in the Options in Management with Antiretrovirals (OPTIMA) Study

被引:19
作者
Brown, Sheldon T. [1 ,2 ]
Tate, Janet P. [3 ,4 ,5 ]
Kyriakides, Tassos C. [6 ]
Kirkwood, Katherine A. [6 ]
Holodniy, Mark [7 ,8 ]
Goulet, Joseph L. [3 ,4 ,5 ]
Angus, Brian J. [9 ]
Cameron, D. William [10 ]
Justice, Amy C. [3 ,4 ,5 ]
机构
[1] James J Peters VA Med Ctr, Bronx, NY 10468 USA
[2] Icahn Sch Med Mt Sinai, Dept Med, New York, NY USA
[3] VA Connecticut Healthcare Syst, Gen Internal Med Sect, West Haven, CT USA
[4] Yale Univ, Sch Med, New Haven, CT USA
[5] Yale Univ, Sch Publ Hlth, New Haven, CT USA
[6] VA Connecticut Healthcare Syst, VA Cooperat Studies Program, Coordinating Ctr, West Haven, CT USA
[7] VA Palo Alto Healthcare Syst, Palo Alto, CA USA
[8] Stanford Univ, Sch Med, Dept Med, Palo Alto, CA 94304 USA
[9] Univ Oxford, Nuffield Dept Med, Oxford, England
[10] Univ Ottawa, Ottawa Hosp, Res Inst, Ottawa, ON, Canada
基金
美国国家卫生研究院; 英国医学研究理事会;
关键词
VETERANS AGING COHORT; NON-AIDS EVENTS; NONFATAL AIDS; RISK; THERAPY; PROGRESSION; EFFICACY; DISEASE; TRIALS; SAFETY;
D O I
10.1371/journal.pone.0092606
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Objectives: The VACS Index is highly predictive of all-cause mortality among HIV infected individuals within the first few years of combination antiretroviral therapy (cART). However, its accuracy among highly treatment experienced individuals and its responsiveness to treatment interventions have yet to be evaluated. We compared the accuracy and responsiveness of the VACS Index with a Restricted Index of age and traditional HIV biomarkers among patients enrolled in the OPTIMA study. Methods: Using data from 324/339 (96%) patients in OPTIMA, we evaluated associations between indices and mortality using Kaplan-Meier estimates, proportional hazards models, Harrel's C-statistic and net reclassification improvement (NRI). We also determined the association between study interventions and risk scores over time, and change in score and mortality. Results: Both the Restricted Index (c = 0.70) and VACS Index (c = 0.74) predicted mortality from baseline, but discrimination was improved with the VACS Index (NRI = 23%). Change in score from baseline to 48 weeks was more strongly associated with survival for the VACS Index than the Restricted Index with respective hazard ratios of 0.26 (95% CI 0.14-0.49) and 0.39(95% CI 0.22-0.70) among the 25% most improved scores, and 2.08 (95% CI 1.27-3.38) and 1.51 (95% CI 0.90-2.53) for the 25% least improved scores. Conclusions: The VACS Index predicts all-cause mortality more accurately among multi-drug resistant, treatment experienced individuals and is more responsive to changes in risk associated with treatment intervention than an index restricted to age and HIV biomarkers. The VACS Index holds promise as an intermediate outcome for intervention research.
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页数:9
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