TY - JOUR
T1 - Modeling Antiretrovial Treatment to Mitigate HIV in the Brain
T2 - Impact of the Blood-Brain Barrier
AU - Barker, Colin T.
AU - Wang, Feng Bin
AU - Vaidya, Naveen K.
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive licence to Society for Mathematical Biology.
PY - 2023/11
Y1 - 2023/11
N2 - Current research in Human Immunodeficiency Virus (HIV) focuses on eradicating virus reservoirs that prevent or dampen the effectiveness of antiretroviral treatment (ART). One such reservoir, the brain, reduces treatment efficacy via the blood-brain barrier (BBB), causing an obstacle to drug penetration into the brain. In this study, we develop a mathematical model to examine the impact of the BBB on ART effectiveness for mitigating brain HIV. A thorough analysis of the model allowed us to fully characterize the global threshold dynamics with the viral clearance and persistence in the brain for the basic reproduction number less than unity and greater than unity, respectively. Our model showed that the BBB has a significant role in inhibiting the effect of ART within the brain despite the effective viral load suppression in the plasma. The level of impact, however, depends on factors such as the CNS Penetration Effectiveness (CPE) score, the slope of the drug dose-response curves, the ART initiation timing, and the number of drugs in the ART protocol. These results suggest that reducing the plasma viral load to undetectable levels due to some drug regimen may not necessarily indicate undetectable levels of HIV in the brain. Thus, the effect of the BBB on viral suppression in the brain must be considered for developing proper treatment protocols against HIV infection.
AB - Current research in Human Immunodeficiency Virus (HIV) focuses on eradicating virus reservoirs that prevent or dampen the effectiveness of antiretroviral treatment (ART). One such reservoir, the brain, reduces treatment efficacy via the blood-brain barrier (BBB), causing an obstacle to drug penetration into the brain. In this study, we develop a mathematical model to examine the impact of the BBB on ART effectiveness for mitigating brain HIV. A thorough analysis of the model allowed us to fully characterize the global threshold dynamics with the viral clearance and persistence in the brain for the basic reproduction number less than unity and greater than unity, respectively. Our model showed that the BBB has a significant role in inhibiting the effect of ART within the brain despite the effective viral load suppression in the plasma. The level of impact, however, depends on factors such as the CNS Penetration Effectiveness (CPE) score, the slope of the drug dose-response curves, the ART initiation timing, and the number of drugs in the ART protocol. These results suggest that reducing the plasma viral load to undetectable levels due to some drug regimen may not necessarily indicate undetectable levels of HIV in the brain. Thus, the effect of the BBB on viral suppression in the brain must be considered for developing proper treatment protocols against HIV infection.
KW - Antiretroviral therapy
KW - HIV in the brain
UR - http://www.scopus.com/inward/record.url?scp=85171809631&partnerID=8YFLogxK
U2 - 10.1007/s11538-023-01204-w
DO - 10.1007/s11538-023-01204-w
M3 - 文章
C2 - 37730794
AN - SCOPUS:85171809631
SN - 0092-8240
VL - 85
JO - Bulletin of Mathematical Biology
JF - Bulletin of Mathematical Biology
IS - 11
M1 - 105
ER -