TY - JOUR
T1 - Individual Differences in CD4/CD8 T-Cell Ratio Trajectories and Associated Risk Profiles Modeled from Acute HIV Infection
AU - Paul, Robert
AU - Cho, Kyu
AU - Bolzenius, Jacob
AU - Sacdalan, Carlo
AU - Ndhlovu, Lishomwa C.
AU - Trautmann, Lydie
AU - Krebs, Shelly
AU - Tipsuk, Somporn
AU - Crowell, Trevor A.
AU - Suttichom, Duanghathai
AU - Colby, Donn J.
AU - Premeaux, Thomas A.
AU - Phanuphak, Nittaya
AU - Chan, Phillip
AU - Kroon, Eugène
AU - Vasan, Sandhya
AU - Hsu, Denise
AU - Carrico, Adam
AU - Valcour, Victor
AU - Ananworanich, Jintanat
AU - Robb, Merlin L.
AU - Ake, Julie A.
AU - Sriplienchan, Somchai
AU - Spudich, Serena
N1 - Publisher Copyright:
© Lippincott Williams & Wilkins.
PY - 2022/10/1
Y1 - 2022/10/1
N2 - Objective We examined individual differences in CD4/CD8 T-cell ratio trajectories and associated risk profiles from acute HIV infection (AHI) through 144 weeks of antiretroviral therapy (ART) using a data-driven approach. Methods A total of 483 AHI participants began ART during Fiebig I-V and completed follow-up evaluations for 144 weeks. CD4+, CD8+, and CD4/CD8 T-cell ratio trajectories were defined followed by analyses to identify associated risk variables. Results Participants had a median viral load (VL) of 5.88 copies/ml and CD4/CD8 T-cell ratio of 0.71 at enrollment. After 144 weeks of ART, the median CD4/CD8 T-cell ratio was 1.3. Longitudinal models revealed five CD4/CD8 T-cell ratio subgroups: group 1 (3%) exhibited a ratio >1.0 at all visits; groups 2 (18%) and 3 (29%) exhibited inversion at enrollment, with normalization 4 and 12 weeks after ART, respectively; and groups 4 (31%) and 5 (18%) experienced CD4/CD8 T-cell ratio inversion due to slow CD4+ T-cell recovery (group 4) or high CD8+ T-cell count (group 5). Persistent inversion corresponded to ART onset after Fiebig II, higher VL, soluble CD27 and TIM-3, and lower eosinophil count. Individuals with slow CD4+ T-cell recovery exhibited higher VL, lower white blood cell count, lower basophil percent, and treatment with standard ART, as well as worse mental health and cognition, compared with individuals with high CD8+ T-cell count. Conclusions Early HIV disease dynamics predict unfavorable CD4/CD8 T-cell ratio outcomes after ART. CD4+ and CD8+ T-cell trajectories contribute to inversion risk and correspond to specific viral, immune, and psychological profiles during AHI. Adjunctive strategies to achieve immune normalization merit consideration.
AB - Objective We examined individual differences in CD4/CD8 T-cell ratio trajectories and associated risk profiles from acute HIV infection (AHI) through 144 weeks of antiretroviral therapy (ART) using a data-driven approach. Methods A total of 483 AHI participants began ART during Fiebig I-V and completed follow-up evaluations for 144 weeks. CD4+, CD8+, and CD4/CD8 T-cell ratio trajectories were defined followed by analyses to identify associated risk variables. Results Participants had a median viral load (VL) of 5.88 copies/ml and CD4/CD8 T-cell ratio of 0.71 at enrollment. After 144 weeks of ART, the median CD4/CD8 T-cell ratio was 1.3. Longitudinal models revealed five CD4/CD8 T-cell ratio subgroups: group 1 (3%) exhibited a ratio >1.0 at all visits; groups 2 (18%) and 3 (29%) exhibited inversion at enrollment, with normalization 4 and 12 weeks after ART, respectively; and groups 4 (31%) and 5 (18%) experienced CD4/CD8 T-cell ratio inversion due to slow CD4+ T-cell recovery (group 4) or high CD8+ T-cell count (group 5). Persistent inversion corresponded to ART onset after Fiebig II, higher VL, soluble CD27 and TIM-3, and lower eosinophil count. Individuals with slow CD4+ T-cell recovery exhibited higher VL, lower white blood cell count, lower basophil percent, and treatment with standard ART, as well as worse mental health and cognition, compared with individuals with high CD8+ T-cell count. Conclusions Early HIV disease dynamics predict unfavorable CD4/CD8 T-cell ratio outcomes after ART. CD4+ and CD8+ T-cell trajectories contribute to inversion risk and correspond to specific viral, immune, and psychological profiles during AHI. Adjunctive strategies to achieve immune normalization merit consideration.
KW - ART
KW - CD4/CD8 T-cell ratio
KW - GBTA
KW - HIV
KW - machine learning
KW - trajectories
UR - http://www.scopus.com/inward/record.url?scp=85139571968&partnerID=8YFLogxK
U2 - 10.1097/PSY.0000000000001129
DO - 10.1097/PSY.0000000000001129
M3 - Article
C2 - 36162059
AN - SCOPUS:85139571968
SN - 0033-3174
VL - 84
SP - 976
EP - 983
JO - Psychosomatic Medicine
JF - Psychosomatic Medicine
IS - 8
ER -