Detection of HIV-1 Transmission Clusters from Dried Blood Spots within a Universal Test-and-Treat Trial in East Africa
Authors:
- Emma Pujol-HodgeEPEmma Pujol-Hodge
- Jesus F. Salazar-GonzalezJSJesus F. Salazar-Gonzalez
- Deogratius SsemwangaDSDeogratius Ssemwanga
- Edwin D. CharleboisECEdwin D. Charlebois
- James AyiekoJames Ayieko
- Heather E. GrantHGHeather E. Grant
- Teri LieglerTLTeri Liegler
- Katherine E. AtkinsKAKatherine E. Atkins
- Pontiano KaleebuPKPontiano Kaleebu
- Moses R. KamyaMKMoses R. Kamya
- Maya PetersenMPMaya Petersen
- Diane V. HavlirDHDiane V. Havlir
Open Access
Abstract
The Sustainable East Africa Research in Community Health (SEARCH) trial was a universal test-and-treat (UTT) trial in rural Uganda and Kenya, aiming to lower regional HIV-1 incidence. Here, we quantify breakthrough HIV-1 transmissions occurring during the trial from population-based, dried blood spot samples. Between 2013 and 2017, we obtained 549 gag and 488 pol HIV-1 consensus sequences from 745 participants: 469 participants infected prior to trial commencement and 276 SEARCH-incident infections. Putative transmission clusters, with a 1.5% pairwise genetic distance threshold, were inferred from maximum likelihood phylogenies; clusters arising after the start of SEARCH were identified with Bayesian time-calibrated phylogenies. Our phylodynamic approach identified nine clusters arising after the SEARCH start date: eight pairs and one triplet, representing mostly opposite-gender linked (6/9), within-community transmissions (7/9). Two clusters contained individuals with non-nucleoside reverse transcriptase inhibitor (NNRTI) resistance, both linked to intervention communities. The identification of SEARCH-incident, within-community transmissions reveals the role of unsuppressed individuals in sustaining the epidemic in both arms of a UTT trial setting. The presence of transmitted NNRTI resistance, implying treatment failure to the efavirenz-based antiretroviral therapy (ART) used during SEARCH, highlights the need to improve delivery and adherence to up-to-date ART recommendations, to halt HIV-1 transmission.Keywords
Funding Information
- National Institutes of Health (U01AI099959, UM1AI068636, R01 AI074345–06A1, 757688, 222329/Z/21/Z)
- the MRC Precision Medicine Doctoral Training Programme (U01AI099959, UM1AI068636, R01 AI074345–06A1, 757688, 222329/Z/21/Z)
- ERC starting Grant (U01AI099959, UM1AI068636, R01 AI074345–06A1, 757688, 222329/Z/21/Z)
- Wellcome (U01AI099959, UM1AI068636, R01 AI074345–06A1, 757688, 222329/Z/21/Z)
This publication has 48 references indexed in Scilit:
- Automated analysis of phylogenetic clustersBMC Bioinformatics, 2013
- Improving Bayesian Population Dynamics Inference: A Coalescent-Based Model for Multiple LociMolecular Biology and Evolution, 2012
- Unnecessary Antiretroviral Treatment Switches and Accumulation of HIV Resistance Mutations; Two Arguments for Viral Load Monitoring in AfricaJAIDS Journal of Acquired Immune Deficiency Syndromes, 2011
- An Evolutionary Model-Based Algorithm for Accurate Phylogenetic Breakpoint Mapping and Subtype Prediction in HIV-1PLOS Computational Biology, 2009
- Smooth Skyride through a Rough Skyline: Bayesian Coalescent-Based Inference of Population DynamicsMolecular Biology and Evolution, 2008
- Relaxed Phylogenetics and Dating with ConfidencePLOS Biology, 2006
- Among 46 Near Full Length HIV Type 1 Genome Sequences from Rakai District, Uganda, Subtype D and AD Recombinants PredominateAIDS Research and Human Retroviruses, 2002
- Maximum likelihood phylogenetic estimation from DNA sequences with variable rates over sites: Approximate methodsJournal of Molecular Evolution, 1994
- Sampling theory for neutral alleles in a varying environmentPhilosophical Transactions of the Royal Society B: Biological Sciences, 1994
- The coalescentStochastic Processes and their Applications, 1982