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Quantifying HIV transmission flow between high-prevalence hotspots and surrounding communities: a population-based study in Rakai, Uganda

Authors :
Abisagi Nampijja
Regina Nakabuye
Ronald H. Gray
Justine Nankinga
Myron S. Cohen
Vladimir Novitsky
James Batte
Joseph Lister Ssembatya
Joshua Mwinike
Sarah Kalibbala
Adrian Kayiira
Fred Makumbi
Steven J. Reynolds
Nampijja Resty
George Kibumba
David Bonsall
Robert Kairania
Agnes Nantongo
Dan Frampton
Francis Wasswa
Jennifer A. Wagman
Astrid Gall
Oliver Ratmann
Grace Kigozi
Larry W. Chang
Steven Watya
Jeremiah Bazaale
Frank Tanser
Helen Ayles
Sr. Margaret Anyokot
George Mondo
Lawrence Ssebanobe
Denis Ankunda
Janet Seeley
Matthew Hall
Anthony Ndyanabo
Joseph Ouma Otobi
Thomas C. Quinn
Aaron A.R. Tobian
Paschal Ssebowa
James Ludigo
Tanya Golubchick
Nelson K. Sewankambo
Ronald Galiwango
Dorean Nabukalu
Maria J. Wawer
Caitlin E. Kennedy
Josephine Galiwango
Jedidah Kambasu
Godfrey Kigozi
Emmanuel Kato
Tulio de Oliveira
Margaret Nalugemwa
John Baptist Ssemanda
Tom Lutalo
Anne Hoppe
Cissy Kityo
Rory Bowden
Gertrude Nakigozi
Max Essex
Joseph Kagaayi
Rebecca Kakembo
Joseph Ssekasanvu
Ronald M. Galiwango
Anne Dennis
David Serwadda
Geoffrey Ssemango
Stephen Tomusange
Hadijja Nakawooya
Betty Nantume
Jessica Nakukumba
Andrew Rambaut
Andrew D. Redd
Lucie Abeler-Dörner
Deogratius Ssemwanga
Nicholas I. Paton
Josh Herbeck
M. Kate Grabowski
Simon E. F. Spencer
Justin Lessler
John S. Santelli
Ruth Ahimbisibwe
Richard J. Hayes
Fred Nalugoda
Xiaoyue Xi
Alice Kisakye
Robert Ssekubugu
Gorreth Nanfuka
Christophe Fraser
Chris Wymant
Kighoma Nehemia
Sarah Fidler
Margaret Nakalanzi
Jairam R. Lingappa
Oliver Laeyendecker
Pontiano Kaleebu
Vincent Calvez
Deenan Pillay
Paul Kellam
Graduate School
AII - Infectious diseases
APH - Personalized Medicine
APH - Quality of Care
Bill & Melinda Gates Foundation
National Institutes of Health
Department of Mathematics [Imperial College London]
Imperial College London
Rakai Health Sciences Program
Nuffield Department of Medicine [Oxford, UK] (Big Data Institute)
University of Oxford
European Molecular Biology Laboratory [Hinxton]
European Bioinformatics Institute [Hinxton] (EMBL-EBI)
EMBL Heidelberg
University College of London [London] (UCL)
Johns Hopkins University School of Medicine [Baltimore]
National Institute of Allergy and Infectious Diseases [Bethesda] (NIAID-NIH)
National Institutes of Health [Bethesda] (NIH)
Johns Hopkins Bloomberg School of Public Health [Baltimore]
Johns Hopkins University (JHU)
University of KwaZulu-Natal [Durban, Afrique du Sud] (UKZN)
Department of Statistics [Warwick]
University of Warwick [Coventry]
Makerere University [Kampala, Ouganda] (MAK)
London School of Hygiene and Tropical Medicine (LSHTM)
École normale supérieure de Lyon (ENS de Lyon)
Stratégies thérapeutiques contre l'infection VIH et les maladies virales associées [iPLesp] (THERAVIR)
Institut Pierre Louis d'Epidémiologie et de Santé Publique (iPLESP)
Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)
University of North Carolina [Chapel Hill] (UNC)
University of North Carolina System (UNC)
Harvard University
Source :
The Lancet. HIV, Lancet HIV, 7(3), e173-e183. Elsevier Limited, e183, e173, The Lancet HIV, The Lancet HIV, 2020, 7 (3), pp.e173-e183. ⟨10.1016/S2352-3018(19)30378-9⟩
Publication Year :
2019

Abstract

International audience; Background: International and global organisations advocate targeting interventions to areas of high HIV prevalence (ie, hotspots). To better understand the potential benefits of geo-targeted control, we assessed the extent to which HIV hotspots along Lake Victoria sustain transmission in neighbouring populations in south-central Uganda.Methods: We did a population-based survey in Rakai, Uganda, using data from the Rakai Community Cohort Study. The study surveyed all individuals aged 15-49 years in four high-prevalence Lake Victoria fishing communities and 36 neighbouring inland communities. Viral RNA was deep sequenced from participants infected with HIV who were antiretroviral therapy-naive during the observation period. Phylogenetic analysis was used to infer partial HIV transmission networks, including direction of transmission. Reconstructed networks were interpreted through data for current residence and migration history. HIV transmission flows within and between high-prevalence and low-prevalence areas were quantified adjusting for incomplete sampling of the population.Findings: Between Aug 10, 2011, and Jan 30, 2015, data were collected for the Rakai Community Cohort Study. 25 882 individuals participated, including an estimated 75·7% of the lakeside population and 16·2% of the inland population in the Rakai region of Uganda. 5142 participants were HIV-positive (2703 [13·7%] in inland and 2439 [40·1%] in fishing communities). 3878 (75·4%) people who were HIV-positive did not report antiretroviral therapy use, of whom 2652 (68·4%) had virus deep-sequenced at sufficient quality for phylogenetic analysis. 446 transmission networks were reconstructed, including 293 linked pairs with inferred direction of transmission. Adjusting for incomplete sampling, an estimated 5·7% (95% credibility interval 4·4-7·3) of transmissions occurred within lakeside areas, 89·2% (86·0-91·8) within inland areas, 1·3% (0·6-2·6) from lakeside to inland areas, and 3·7% (2·3-5·8) from inland to lakeside areas.Interpretation: Cross-community HIV transmissions between Lake Victoria hotspots and surrounding inland populations are infrequent and when they occur, virus more commonly flows into rather than out of hotspots. This result suggests that targeted interventions to these hotspots will not alone control the epidemic in inland populations, where most transmissions occur. Thus, geographical targeting of high prevalence areas might not be effective for broader epidemic control depending on underlying epidemic dynamics.Funding: The Bill & Melinda Gates Foundation, the National Institute of Allergy and Infectious Diseases, the National Institute of Mental Health, the National Institute of Child Health and Development, the Division of Intramural Research of the National Institute for Allergy and Infectious Diseases, the World Bank, the Doris Duke Charitable Foundation, the Johns Hopkins University Center for AIDS Research, and the President's Emergency Plan for AIDS Relief through the Centers for Disease Control and Prevention.

Details

ISSN :
23523018 and 24054704
Volume :
7
Issue :
3
Database :
OpenAIRE
Journal :
The lancet. HIV
Accession number :
edsair.doi.dedup.....1dd013f193fe501b5dcb99053c1cdd68
Full Text :
https://doi.org/10.1016/S2352-3018(19)30378-9⟩