Quantifying rates of HIV-1 flow between risk groups and geographic locations in Kenya: A country-wide phylogenetic study

Author:

Nduva George M12,Otieno Frederick3,Kimani Joshua45,Wahome Elizabeth2,McKinnon Lyle R456,Cholette Francois57,Majiwa Maxwell8,Masika Moses9,Mutua Gaudensia9,Anzala Omu9,Graham Susan M210,Gelmon Larry45,Price Matt A1112,Smith Adrian D13,Bailey Robert C314,Baele Guy15ORCID,Lemey Philippe15,Hassan Amin S12,Sanders Eduard J213,Esbjörnsson Joakim113

Affiliation:

1. Department of Translational Medicine, Lund University, Faculty of Medicine, Lund University, Box 117 SE-221 00 Lund, Sweden

2. Kenya Medical Research Institute-Wellcome Trust Research Programme, KEMRI-Center For Geographic Medicine Research, P.O. Box 230-80108, Kilifi, Kenya

3. Nyanza Reproductive Health Society, United Mall, P.O. Box 1764, Kisumu, Kenya

4. Department of Medical Microbiology, University of Nairobi, P.O. Box 30197-00100, Nairobi, Kenya

5. Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Max Rady College of Medicine, Room 543-745 Bannatyne Avenue, University of Manitoba (Bannatyne campus), Winnipeg MB R3E 0J9, Canada

6. Centre for the AIDS Programme of Research in South Africa (CAPRISA), Doris Duke Medical Research Institute, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Private Bag X7, Congella 4013, South Africa

7. National Microbiology Laboratory at the JC Wilt Infectious Diseases Research Centre, Public Health Agency of Canada, 745 Logan Avenue, Winnipeg, Canada

8. Kenya Medical Research Institute/Center for Global Health Research, KEMRI-CGHR, P.O. Box 20778-00202, Kisumu, Kenya

9. Faculty of Health Sciences 3RD Floor Wing B, KAVI Institute of Clinical Research, University of Nairobi, P.O. Box 19676-00202, Nairobi, Kenya

10. Department of Epidemiology, University of Washington, Office of the Chair, UW Box # 351619, Seattle, DC, USA

11. IAVI Global Headquarters, 125 Broad Street, 9th Floor, New York, NY 10004, USA

12. Department of Epidemiology and Biostatistics, University of California, Mission Hall: Global Health & Clinical Sciences Building, 550 16th Street, 2nd Floor, San Francisco, CA 94158-2549, USA

13. Nuffield Department of Medicine, The University of Oxford, Old Road Campus, Headington, Oxford OX3 7BN, UK

14. Division of Epidemiology and Biostatistics, University of Illinois at Chicago, 1603 W Taylor St, Chicago, IL 60612, USA

15. KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Clinical and Evolutionary and Computational Virology, Rega-Herestraat 49-box 1040, Leuven 3000, Belgium

Abstract

Abstract In Kenya, HIV-1 key populations including men having sex with men (MSM), people who inject drugs (PWID) and female sex workers (FSW) are thought to significantly contribute to HIV-1 transmission in the wider, mostly heterosexual (HET) HIV-1 transmission network. However, clear data on HIV-1 transmission dynamics within and between these groups are limited. We aimed to empirically quantify rates of HIV-1 flow between key populations and the HET population, as well as between different geographic regions to determine HIV-1 ‘hotspots’ and their contribution to HIV-1 transmission in Kenya. We used maximum-likelihood phylogenetic and Bayesian inference to analyse 4058 HIV-1 pol sequences (representing 0.3 per cent of the epidemic in Kenya) sampled 1986–2019 from individuals of different risk groups and regions in Kenya. We found 89 per cent within-risk group transmission and 11 per cent mixing between risk groups, cyclic HIV-1 exchange between adjoining geographic provinces and strong evidence of HIV-1 dissemination from (i) West-to-East (i.e. higher-to-lower HIV-1 prevalence regions), and (ii) heterosexual-to-key populations. Low HIV-1 prevalence regions and key populations are sinks rather than major sources of HIV-1 transmission in Kenya. Targeting key populations in Kenya needs to occur concurrently with strengthening interventions in the general epidemic.

Funder

Interne Fondsen KU Leuven

Sub-Saharan African Network for TB/HIV Research Excellence

European Research Council

Fonds voor Wetenschappelijk Onderzoek - Vlaanderen

Swedish Research Council

Publisher

Oxford University Press (OUP)

Subject

Virology,Microbiology

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