Early antiretroviral therapy and potent second-line drugs could decrease HIV incidence of drug resistance

Author:

Shen Mingwang12ORCID,Xiao Yanni1ORCID,Rong Libin34,Meyers Lauren Ancel25,Bellan Steven E.67

Affiliation:

1. School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an 710049, People's Republic of China

2. Department of Integrative Biology, The University of Texas at Austin, Austin, TX 78712, USA

3. Department of Mathematics and Statistics, Oakland University, Rochester, MI 48309, USA

4. Department of Mathematics, University of Florida, Gainesville, FL 32611, USA

5. The Santa Fe Institute, Santa Fe, NM 87501, USA

6. Department of Epidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, GA 30602, USA

7. Center for Ecology of Infectious Diseases, University of Georgia, Athens, GA 30602, USA

Abstract

Early initiation of antiretroviral therapy (ART) reduces the risk of drug-sensitive HIV transmission but may increase the transmission of drug-resistant HIV. We used a mathematical model to estimate the long-term population-level benefits of ART and determine the scenarios under which earlier ART (treatment at 1 year post-infection, on average) could decrease simultaneously both total and drug-resistant HIV incidence (new infections). We constructed an infection-age-structured mathematical model that tracked the transmission rates over the course of infection and modelled the patients' life expectancy as a function of ART initiation timing. We fitted this model to the annual AIDS incidence and death data directly, and to resistance data and demographic data indirectly among men who have sex with men (MSM) in San Francisco. Using counterfactual scenarios, we assessed the impact on total and drug-resistant HIV incidence of ART initiation timing, frequency of acquired drug resistance, and second-line drug effectiveness (defined as the combination of resistance monitoring, biomedical drug efficacy and adherence). Earlier ART initiation could decrease the number of both total and drug-resistant HIV incidence when second-line drug effectiveness is sufficiently high (greater than 80%), but increase the proportion of new infections that are drug resistant. Thus, resistance may paradoxically appear to be increasing while actually decreasing.

Funder

US National Institute of General Medical Sciences Model of Infectious Disease Agent Study grant

US National Science Foundation

National Natural Science Foundation of China

National Mega-project of Science Research

National Institute of Allergy and Infectious Diseases K01 award

Publisher

The Royal Society

Subject

General Agricultural and Biological Sciences,General Environmental Science,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine

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