The Molecular Epidemiology and Transmission Dynamics of HIV Type 1 in a General Population Cohort in Uganda

The General Population Cohort (GPC) in south-western Uganda has a low HIV-1 incidence rate (<1%). However, new infections continue to emerge. In this research, 3796 HIV-1 <i>pol</i> sequences (GPC: <i>n</i> = 1418, non-GPC sites: <i>n</i> = 1223, Central Uganda...

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Main Authors: Deogratius Ssemwanga, Nicholas Bbosa, Rebecca N. Nsubuga, Alfred Ssekagiri, Anne Kapaata, Maria Nannyonjo, Faridah Nassolo, Alex Karabarinde, Joseph Mugisha, Janet Seeley, Gonzalo Yebra, Andrew Leigh Brown, Pontiano Kaleebu
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Viruses
Subjects:
Online Access:https://www.mdpi.com/1999-4915/12/11/1283
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spelling doaj-496d307ce75240cca7f09d961e3351e52020-11-25T04:10:40ZengMDPI AGViruses1999-49152020-11-01121283128310.3390/v12111283The Molecular Epidemiology and Transmission Dynamics of HIV Type 1 in a General Population Cohort in UgandaDeogratius Ssemwanga0Nicholas Bbosa1Rebecca N. Nsubuga2Alfred Ssekagiri3Anne Kapaata4Maria Nannyonjo5Faridah Nassolo6Alex Karabarinde7Joseph Mugisha8Janet Seeley9Gonzalo Yebra10Andrew Leigh Brown11Pontiano Kaleebu12Medical Research Council (MRC)/Uganda Virus Research Institute (UVRI) and London School of Hygiene and Tropical Medicine (LSHTM) Uganda Research Unit, Entebbe 256, UgandaMedical Research Council (MRC)/Uganda Virus Research Institute (UVRI) and London School of Hygiene and Tropical Medicine (LSHTM) Uganda Research Unit, Entebbe 256, UgandaMedical Research Council (MRC)/Uganda Virus Research Institute (UVRI) and London School of Hygiene and Tropical Medicine (LSHTM) Uganda Research Unit, Entebbe 256, UgandaDepartment of General Virology, Uganda Virus Research Institute, Entebbe 256, UgandaMedical Research Council (MRC)/Uganda Virus Research Institute (UVRI) and London School of Hygiene and Tropical Medicine (LSHTM) Uganda Research Unit, Entebbe 256, UgandaMedical Research Council (MRC)/Uganda Virus Research Institute (UVRI) and London School of Hygiene and Tropical Medicine (LSHTM) Uganda Research Unit, Entebbe 256, UgandaMedical Research Council (MRC)/Uganda Virus Research Institute (UVRI) and London School of Hygiene and Tropical Medicine (LSHTM) Uganda Research Unit, Entebbe 256, UgandaMedical Research Council (MRC)/Uganda Virus Research Institute (UVRI) and London School of Hygiene and Tropical Medicine (LSHTM) Uganda Research Unit, Entebbe 256, UgandaMedical Research Council (MRC)/Uganda Virus Research Institute (UVRI) and London School of Hygiene and Tropical Medicine (LSHTM) Uganda Research Unit, Entebbe 256, UgandaMedical Research Council (MRC)/Uganda Virus Research Institute (UVRI) and London School of Hygiene and Tropical Medicine (LSHTM) Uganda Research Unit, Entebbe 256, UgandaThe Roslin Institute, Royal (Dick) School of Veterinary Medicine, University of Edinburgh, Easter Bush Campus, Edinburgh EH25 9RG, UKInstitute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3FL, UKMedical Research Council (MRC)/Uganda Virus Research Institute (UVRI) and London School of Hygiene and Tropical Medicine (LSHTM) Uganda Research Unit, Entebbe 256, UgandaThe General Population Cohort (GPC) in south-western Uganda has a low HIV-1 incidence rate (<1%). However, new infections continue to emerge. In this research, 3796 HIV-1 <i>pol</i> sequences (GPC: <i>n</i> = 1418, non-GPC sites: <i>n</i> = 1223, Central Uganda: <i>n</i> = 1010 and Eastern Uganda: <i>n</i> = 145) generated between 2003–2015 were analysed using phylogenetic methods with demographic data to understand HIV-1 transmission in this cohort and inform the epidemic response. HIV-1 subtype A1 was the most prevalent strain in the GPC area (GPC and non-GPC sites) (39.8%), central (45.9%) and eastern (52.4%) Uganda. However, in the GPC alone, subtype D was the predominant subtype (39.1%). Of the 524 transmission clusters identified by Cluster Picker, all large clusters (≥5 individuals, <i>n</i> = 8) involved individuals from the GPC. In a multivariate analysis, clustering was strongly associated with being female (adjusted Odds Ratio, aOR = 1.28; 95% CI, 1.06–1.54), being >25 years (aOR = 1.52; 95% CI, 1.16–2.0) and being a resident in the GPC (aOR = 6.90; 95% CI, 5.22–9.21). Phylogeographic analysis showed significant viral dissemination (Bayes Factor test, BF > 3) from the GPC without significant viral introductions (BF < 3) into the GPC. The findings suggest localized HIV-1 transmission in the GPC. Intensifying geographically focused combination interventions in the GPC would contribute towards controlling HIV-1 infections.https://www.mdpi.com/1999-4915/12/11/1283molecular epidemiologyHIV-1transmission networksphylogeneticdemographicgeneral population
collection DOAJ
language English
format Article
sources DOAJ
author Deogratius Ssemwanga
Nicholas Bbosa
Rebecca N. Nsubuga
Alfred Ssekagiri
Anne Kapaata
Maria Nannyonjo
Faridah Nassolo
Alex Karabarinde
Joseph Mugisha
Janet Seeley
Gonzalo Yebra
Andrew Leigh Brown
Pontiano Kaleebu
spellingShingle Deogratius Ssemwanga
Nicholas Bbosa
Rebecca N. Nsubuga
Alfred Ssekagiri
Anne Kapaata
Maria Nannyonjo
Faridah Nassolo
Alex Karabarinde
Joseph Mugisha
Janet Seeley
Gonzalo Yebra
Andrew Leigh Brown
Pontiano Kaleebu
The Molecular Epidemiology and Transmission Dynamics of HIV Type 1 in a General Population Cohort in Uganda
Viruses
molecular epidemiology
HIV-1
transmission networks
phylogenetic
demographic
general population
author_facet Deogratius Ssemwanga
Nicholas Bbosa
Rebecca N. Nsubuga
Alfred Ssekagiri
Anne Kapaata
Maria Nannyonjo
Faridah Nassolo
Alex Karabarinde
Joseph Mugisha
Janet Seeley
Gonzalo Yebra
Andrew Leigh Brown
Pontiano Kaleebu
author_sort Deogratius Ssemwanga
title The Molecular Epidemiology and Transmission Dynamics of HIV Type 1 in a General Population Cohort in Uganda
title_short The Molecular Epidemiology and Transmission Dynamics of HIV Type 1 in a General Population Cohort in Uganda
title_full The Molecular Epidemiology and Transmission Dynamics of HIV Type 1 in a General Population Cohort in Uganda
title_fullStr The Molecular Epidemiology and Transmission Dynamics of HIV Type 1 in a General Population Cohort in Uganda
title_full_unstemmed The Molecular Epidemiology and Transmission Dynamics of HIV Type 1 in a General Population Cohort in Uganda
title_sort molecular epidemiology and transmission dynamics of hiv type 1 in a general population cohort in uganda
publisher MDPI AG
series Viruses
issn 1999-4915
publishDate 2020-11-01
description The General Population Cohort (GPC) in south-western Uganda has a low HIV-1 incidence rate (<1%). However, new infections continue to emerge. In this research, 3796 HIV-1 <i>pol</i> sequences (GPC: <i>n</i> = 1418, non-GPC sites: <i>n</i> = 1223, Central Uganda: <i>n</i> = 1010 and Eastern Uganda: <i>n</i> = 145) generated between 2003–2015 were analysed using phylogenetic methods with demographic data to understand HIV-1 transmission in this cohort and inform the epidemic response. HIV-1 subtype A1 was the most prevalent strain in the GPC area (GPC and non-GPC sites) (39.8%), central (45.9%) and eastern (52.4%) Uganda. However, in the GPC alone, subtype D was the predominant subtype (39.1%). Of the 524 transmission clusters identified by Cluster Picker, all large clusters (≥5 individuals, <i>n</i> = 8) involved individuals from the GPC. In a multivariate analysis, clustering was strongly associated with being female (adjusted Odds Ratio, aOR = 1.28; 95% CI, 1.06–1.54), being >25 years (aOR = 1.52; 95% CI, 1.16–2.0) and being a resident in the GPC (aOR = 6.90; 95% CI, 5.22–9.21). Phylogeographic analysis showed significant viral dissemination (Bayes Factor test, BF > 3) from the GPC without significant viral introductions (BF < 3) into the GPC. The findings suggest localized HIV-1 transmission in the GPC. Intensifying geographically focused combination interventions in the GPC would contribute towards controlling HIV-1 infections.
topic molecular epidemiology
HIV-1
transmission networks
phylogenetic
demographic
general population
url https://www.mdpi.com/1999-4915/12/11/1283
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