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Prediction of Viral Rebound in HIV-infected Patients on ART Using Longitudinal Data from the Swiss HIV Cohort Study
Tracy Glass*1, S De Geest2, R Weber3, P Vernazza4, H Furrer5, E Bernasconi6, M Cavassini7, B Hirschel8, M Battegay9, H Bucher1,9, H Bucher1,9, and Swiss HIV Cohort Study
1Basel Inst for Clin Epidemiology, Switzerland; 2Inst of Nursing Sci, Basel, Switzerland; 3Univ Hosp, Zurich, Switzerland; 4Kantonsspital St Gallen, Switzerland; 5Hosp Berne, Switzerland; 6Regional Hosp Lugano, Switzerland; 7Ctr Hosp Univ Vaudois Lausanne, Switzerland; 8Univ Hosp Geneva, Switzerland; and 9Univ Hosp Basel, Switzerland
Background: Achieving and maintaining viral suppression is
one of the primary goals of treatment in HIV patients. Yet, few studies have explored
the predictive value of longitudinal adherence data on viral rebound.
Methods: Individuals
in the Swiss HIV Cohort Study (SHCS) on ART, with RNA <50 copies/mL over the previous 3 months and who completed ≥1
adherence questionnaire prior to June 1, 2006 were included. Information on
factors, such as adherence and ART regimen, were collected at each semi-annual
follow-up visit. Non-adherence was defined as missing ≥1 dose of ART or
taking a drug holiday (missing 2 consecutive doses) in the previous 28 days. Viral
rebound was defined as two consecutive RNA >50 copies/mL.
Cox regression models with time-independent and dependent covariates were used
to evaluate time to viral rebound.
Results: We
analyzed data from 2846 individuals with 12,807 visits (median 5 visits per
individual) over a median follow-up time of 2.5 years. Non-adherence was
reported on 25.2% of visits. The rate of viral rebound was 20.4%; 23.2% in
those who missed ≥1 dose compared with 13.9% with no missed doses; 46.1%
in those who reported taking a drug holiday compared with 14.9% in those
without. In unadjusted analysis, non-adherence was associated with an increased
risk of viral rebound (hazard ratio (HR) 1.60, 95% confidence interval (CI) 1.31
to 1.96). In an adjusted model, non-adherence remained highly significant (HR
1.48, 95%CI 1.19 to 1.83). Variables significantly associated with an increased
risk of viral rebound were smoking (HR 1.37, 95%CI 1.12 to 1.69), taking drugs
other than ART (HR 1.30, 95%CI 1.01 to 1.68), >5 previous ART regimens (HR 1.34,
95%CI 1.05 to 1.71), dosing frequency (3 times daily compared to twice daily HR
1.89, 95%CI 1.11 to 3.24), and ART regimen (boosted protease inhibitor (PI), HR
1.41, 95%CI 1.08 to 1.84; non-boosted PI, HR 1.46, 95%CI 1.07 to 2.00; compared
with non-nucleoside reverse transcriptase inhibitors [NNRTI]). Covariates
associated with a decreased risk of viral rebound were time virally suppressed
at baseline (HR 0.84, 95%CI 0.79 to 0.90) and time on ART (HR 0.77, 95%CI 0.71
to 0.82).
Conclusions: A simple self-report adherence questionnaire predicts
viral rebound. Non-adherence is associated with a 48% increase in the incidence of viral
rebound. After adjusting for non-adherence, several condition- and
treatment-related factors—such as dosing frequency, regimen type, and number of
previous ART regimens—were significantly associated with an increased risk of
viral rebound.
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