Jpa. Ioannidis et al., Dynamics of HIV-1 viral load rebound among patients with previous suppression of viral replication, AIDS, 14(11), 2000, pp. 1481-1488
Objective: To model the dynamics of HIV-1 rebound in patients receiving sub
optimal therapy after suppression of plasma viremia to < 200 copies/ml by t
riple combination therapy.
Design: Mathematical modeling of data from 23 patients switched to indinavi
r maintenance therapy after viral replication was suppressed with a combina
tion of indinavir, zidovudine and lamivudine. Modeling of HIV-I rebound amo
ng 23 patients on zidovudine/lamivudine maintenance was also performed for
comparison.
Methods: Evaluation of slopes of rebound and of their heterogeneity; calcul
ation of the basic reproductive number (R-o, the number of newly infected c
ells arising from each productively infected cell); regression analyses for
predictors of the slope of rebound.
Results: Rebound of plasma HIV RNA followed a sigmoid curve with an initial
exponential phase. There was significant heterogeneity in the slopes of re
bound for individual patients (P < 0.001). In the indinavir maintenance reb
ounds, the average initial slope was estimated to be 0.587/day (doubling ti
me 1.2 days). The slopes of rebound in patients on zidovudine/lamivudine ma
intenance tended to be less steep on average (P = 0.025). Among patients ta
king indinavir maintenance, the average R-o for the initial rebound of vire
mia was 4.3; in multivariate regressions, the slope of rebound was steeper
during early rebound and in patients with higher viral load at the start of
triple therapy or a higher CD4 cell count when indinavir monotherapy was i
nitiated. The slope was less steep in patients with a greater increase in t
he number of CD4 cells during triple therapy.
Conclusions: The rates of viral load increase among patients with viral reb
ound while receiving less than triple therapy are similar to those reported
in patients interrupting therapy. Variability among patients may depend on
viral fitness, target cell availability and extent of immune reconstitutio
n. (C) 2000 Lippincott Williams & Wilkins.