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
来源
PLOS ONE | 2014年 / 9卷 / 03期
基金
英国医学研究理事会; 美国国家卫生研究院;
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
07 ; 0710 ; 09 ;
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.
引用
收藏
页数:9
相关论文
共 25 条
  • [1] Immunodeficiency and the risk of serious clinical endpoints in a well studied cohort of treated HIV-infected patients
    Achhra, Amit C.
    Amin, Janaki
    Law, Matthew G.
    Emery, Sean
    Gerstoft, Jan
    Gordin, Fred M.
    Vjecha, Michael J.
    Neaton, James D.
    Cooper, David A.
    [J]. AIDS, 2010, 24 (12) : 1877 - 1886
  • [2] Use and misuse of the receiver operating characteristic curve in risk prediction
    Cook, Nancy R.
    [J]. CIRCULATION, 2007, 115 (07) : 928 - 935
  • [3] Advances in Measuring the Effect of Individual Predictors of Cardiovascular Risk: The Role of Reclassification Measures
    Cook, Nancy R.
    Ridker, Paul M.
    [J]. ANNALS OF INTERNAL MEDICINE, 2009, 150 (11) : 795 - W143
  • [4] Prediction of first coronary events with the Framingham score: A systematic review
    Eichler, Klaus
    Puhan, Milo A.
    Steurer, Johann
    Bachmann, Lucas M.
    [J]. AMERICAN HEART JOURNAL, 2007, 153 (05) : 722 - U14
  • [5] El-Sadr WM, 2006, NEW ENGL J MED, V355, P2283, DOI 10.1056/NEJMoa062360
  • [6] HIV Infection and the Risk of Acute Myocardial Infarction
    Freiberg, Matthew S.
    Chang, Chung-Chou H.
    Kuller, Lewis H.
    Skanderson, Melissa
    Lowy, Elliott
    Kraemer, Kevin L.
    Butt, Adeel A.
    Goetz, Matthew Bidwell
    Leaf, David
    Oursler, Kris Ann
    Rimland, David
    Barradas, Maria Rodriguez
    Brown, Sheldon
    Gibert, Cynthia
    McGinnis, Kathy
    Crothers, Kristina
    Sico, Jason
    Crane, Heidi
    Warner, Alberta
    Gottlieb, Stephen
    Gottdiener, John
    Tracy, Russell P.
    Budoff, Matthew
    Watson, Courtney
    Armah, Kaku A.
    Doebler, Donna
    Bryant, Kendall
    Justice, Amy C.
    [J]. JAMA INTERNAL MEDICINE, 2013, 173 (08) : 614 - 622
  • [7] Holodniy M, 2011, PLOS ONE, V6, DOI [10.1371/journal.pone.0014764, 10.1371/journal.pone.0025792]
  • [8] Towards a combined prognostic index for survival in HIV infection: the role of 'non-HIV' biomarkers
    Justice, A. C.
    McGinnis, K. A.
    Skanderson, M.
    Chang, C. C.
    Gibert, C. L.
    Goetz, M. B.
    Rimland, D.
    Rodriguez-Barradas, M. C.
    Oursler, K. K.
    Brown, S. T.
    Braithwaite, R. S.
    May, M.
    Covinsky, K. E.
    Roberts, M. S.
    Fultz, S. L.
    Bryant, K. J.
    [J]. HIV MEDICINE, 2010, 11 (02) : 143 - 151
  • [9] Assessing the generalizability of prognostic information
    Justice, AC
    Covinsky, KE
    Berlin, JA
    [J]. ANNALS OF INTERNAL MEDICINE, 1999, 130 (06) : 515 - 524
  • [10] Predictive Accuracy of the Veterans Aging Cohort Study Index for Mortality With HIV Infection: A North American Cross Cohort Analysis
    Justice, Amy C.
    Modur, Sharada P.
    Tate, Janet P.
    Althoff, Keri N.
    Jacobson, Lisa P.
    Gebo, Kelly A.
    Kitahata, Mari M.
    Horberg, Michael A.
    Brooks, John T.
    Buchacz, Kate
    Rourke, Sean B.
    Rachlis, Anita
    Napravnik, Sonia
    Eron, Joseph
    Willig, James H.
    Moore, Richard
    Kirk, Gregory D.
    Bosch, Ronald
    Rodriguez, Benigno
    Hogg, Robert S.
    Thorne, Jennifer
    Goedert, James J.
    Klein, Marina
    Gill, John
    Deeks, Steven
    Sterling, Timothy R.
    Anastos, Kathryn
    Gange, Stephen J.
    [J]. JAIDS-JOURNAL OF ACQUIRED IMMUNE DEFICIENCY SYNDROMES, 2013, 62 (02) : 149 - 163