1
|
Blenkinsop A, Sofocleous L, Di Lauro F, Kostaki EG, van Sighem A, Bezemer D, van de Laar T, Reiss P, de Bree G, Pantazis N, Ratmann O. Bayesian mixture models for phylogenetic source attribution from consensus sequences and time since infection estimates. Stat Methods Med Res 2025; 34:523-544. [PMID: 39936344 PMCID: PMC11951470 DOI: 10.1177/09622802241309750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/13/2025]
Abstract
In stopping the spread of infectious diseases, pathogen genomic data can be used to reconstruct transmission events and characterize population-level sources of infection. Most approaches for identifying transmission pairs do not account for the time passing since the divergence of pathogen variants in individuals, which is problematic in viruses with high within-host evolutionary rates. This prompted us to consider possible transmission pairs in terms of phylogenetic data and additional estimates of time since infection derived from clinical biomarkers. We develop Bayesian mixture models with an evolutionary clock as a signal component and additional mixed effects or covariate random functions describing the mixing weights to classify potential pairs into likely and unlikely transmission pairs. We demonstrate that although sources cannot be identified at the individual level with certainty, even with the additional data on time elapsed, inferences into the population-level sources of transmission are possible, and more accurate than using only phylogenetic data without time since infection estimates. We apply the proposed approach to estimate age-specific sources of HIV infection in Amsterdam tranamission networks among men who have sex with men between 2010 and 2021. This study demonstrates that infection time estimates provide informative data to characterize transmission sources, and shows how phylogenetic source attribution can then be done with multi-dimensional mixture models.
Collapse
Affiliation(s)
| | | | - Francesco Di Lauro
- Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Evangelia Georgia Kostaki
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | | | | | | | - Peter Reiss
- Amsterdam Institute for Global Health and Development, Amsterdam, the Netherlands
- Department of Global Health, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Godelieve de Bree
- Amsterdam Institute for Global Health and Development, Amsterdam, the Netherlands
- Division of Infectious Diseases, Department of Internal Medicine, Amsterdam Infection and Immunity Institute, Amsterdam, the Netherlands
| | - Nikos Pantazis
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Oliver Ratmann
- Department of Mathematics, Imperial College London, London, UK
| | | |
Collapse
|
2
|
Zou X, He J, Li X, Zheng J, Su X, Chen J, Chen X. Epidemic characteristics of local HIV-2 transmission across Hunan province, China. Virus Res 2024; 345:199385. [PMID: 38723949 PMCID: PMC11109882 DOI: 10.1016/j.virusres.2024.199385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 04/29/2024] [Accepted: 05/01/2024] [Indexed: 05/25/2024]
Abstract
OBJECTIVE To elucidate the epidemiological features of HIV-2 in Hunan Province, China, utilizing sequence analysis. METHODS Thirteen individuals diagnosed with HIV-2 infection in Hunan Province, China, from 2017 to 2023 were included in this study. Amplification of HIV-2 env and pol regions was conducted, followed by Sanger sequencing. Phylogenetic and molecular transmission network analyses were performed to delineate molecular features and transmission dynamics. RESULTS All 14 individuals contracted HIV-2 through heterosexual intercourse, comprising 7 males and 7 females, with a median age of 58 years. Among them, three couples (HN001 and HN013, HN010 and HN011, HN008 and HN009) were identified, along with commercial sexual activity engagement reported for subject HN004. Notably, subjects HN001, HN003, HN008, and HN010 engaged in commercial sexual activities at the same location as subject HN004. Phylogenetic analysis of the pol gene revealed close proximity of sequences from all subjects to reference sequences from Gambia (Sub-type A). Employing a genetic distance threshold of 1.5 %, eight out of the 14 subjects formed a molecular transmission network, with HN002 and HN004 identified as central nodes. CONCLUSION From 2017 to 2023, all HIV-2-infected individuals in Hunan Province, China, acquired the virus through identifiable routes, indicating transmission of similar HIV-2 strains among them.
Collapse
Affiliation(s)
- Xiaobai Zou
- Hunan Provincial Center for Disease Control and Prevention, No. 861 Xinglian Road, Kaifu District, Changsha City, Hunan Province, 410005, PR China
| | - Jianmei He
- Hunan Provincial Center for Disease Control and Prevention, No. 861 Xinglian Road, Kaifu District, Changsha City, Hunan Province, 410005, PR China
| | - Xiaojun Li
- Hunan Provincial Center for Disease Control and Prevention, No. 861 Xinglian Road, Kaifu District, Changsha City, Hunan Province, 410005, PR China
| | - Jun Zheng
- Hunan Provincial Center for Disease Control and Prevention, No. 861 Xinglian Road, Kaifu District, Changsha City, Hunan Province, 410005, PR China
| | - Xiaolin Su
- Xiangtan City Center for Disease Control and Prevention, No. 12 North Second Ring Road, Yuhu District, Xiangtan City, 411200, PR China
| | - Jie Chen
- Hunan Provincial Center for Disease Control and Prevention, No. 861 Xinglian Road, Kaifu District, Changsha City, Hunan Province, 410005, PR China; Xiangtan City Center for Disease Control and Prevention, No. 12 North Second Ring Road, Yuhu District, Xiangtan City, 411200, PR China
| | - Xi Chen
- Hunan Provincial Center for Disease Control and Prevention, No. 861 Xinglian Road, Kaifu District, Changsha City, Hunan Province, 410005, PR China.
| |
Collapse
|
3
|
Monod M, Brizzi A, Galiwango RM, Ssekubugu R, Chen Y, Xi X, Kankaka EN, Ssempijja V, Abeler-Dörner L, Akullian A, Blenkinsop A, Bonsall D, Chang LW, Dan S, Fraser C, Golubchik T, Gray RH, Hall M, Jackson JC, Kigozi G, Laeyendecker O, Mills LA, Quinn TC, Reynolds SJ, Santelli J, Sewankambo NK, Spencer SEF, Ssekasanvu J, Thomson L, Wawer MJ, Serwadda D, Godfrey-Faussett P, Kagaayi J, Grabowski MK, Ratmann O. Longitudinal population-level HIV epidemiologic and genomic surveillance highlights growing gender disparity of HIV transmission in Uganda. Nat Microbiol 2024; 9:35-54. [PMID: 38052974 PMCID: PMC10769880 DOI: 10.1038/s41564-023-01530-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 10/16/2023] [Indexed: 12/07/2023]
Abstract
HIV incidence in eastern and southern Africa has historically been concentrated among girls and women aged 15-24 years. As new cases decline with HIV interventions, population-level infection dynamics may shift by age and gender. Here, we integrated population-based surveillance of 38,749 participants in the Rakai Community Cohort Study and longitudinal deep-sequence viral phylogenetics to assess how HIV incidence and population groups driving transmission have changed from 2003 to 2018 in Uganda. We observed 1,117 individuals in the incidence cohort and 1,978 individuals in the transmission cohort. HIV viral suppression increased more rapidly in women than men, however incidence declined more slowly in women than men. We found that age-specific transmission flows shifted: whereas HIV transmission to girls and women (aged 15-24 years) from older men declined by about one-third, transmission to women (aged 25-34 years) from men that were 0-6 years older increased by half in 2003 to 2018. Based on changes in transmission flows, we estimated that closing the gender gap in viral suppression could have reduced HIV incidence in women by half in 2018. This study suggests that HIV programmes to increase HIV suppression in men are critical to reduce incidence in women, close gender gaps in infection burden and improve men's health in Africa.
Collapse
Affiliation(s)
- Mélodie Monod
- Department of Mathematics, Imperial College London, London, UK
| | - Andrea Brizzi
- Department of Mathematics, Imperial College London, London, UK
| | | | | | - Yu Chen
- Department of Mathematics, Imperial College London, London, UK
| | - Xiaoyue Xi
- Department of Mathematics, Imperial College London, London, UK
| | - Edward Nelson Kankaka
- Division of Infectious Diseases, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Research Department, Rakai Health Sciences Program, Rakai, Uganda
| | - Victor Ssempijja
- Clinical Monitoring Research Program Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
- Statistics Department, Rakai Health Sciences Program, Rakai, Uganda
| | | | | | | | - David Bonsall
- Wellcome Centre for Human Genomics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Pandemic Sciences Institute, University of Oxford, Oxford, UK
| | - Larry W Chang
- Rakai Health Sciences Program, Kalisizo, Uganda
- Division of Infectious Diseases, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Shozen Dan
- Department of Mathematics, Imperial College London, London, UK
| | - Christophe Fraser
- Big Data Institute, University of Oxford, Oxford, UK
- Pandemic Sciences Institute, University of Oxford, Oxford, UK
| | - Tanya Golubchik
- Big Data Institute, University of Oxford, Oxford, UK
- Sydney Infectious Diseases Institute, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Ronald H Gray
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Matthew Hall
- Big Data Institute, University of Oxford, Oxford, UK
| | - Jade C Jackson
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | | | - Oliver Laeyendecker
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Lisa A Mills
- Division of Global HIV and TB, US Centers for Disease Control and Prevention, Kampala, Uganda
| | - Thomas C Quinn
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Steven J Reynolds
- Rakai Health Sciences Program, Kalisizo, Uganda
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - John Santelli
- Population and Family Health and Pediatrics, Columbia Mailman School of Public Health, New York, NY, USA
| | - Nelson K Sewankambo
- College of Health Sciences, School of Medicine, Makerere University, Kampala, Uganda
| | | | - Joseph Ssekasanvu
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Laura Thomson
- Big Data Institute, University of Oxford, Oxford, UK
| | - Maria J Wawer
- Rakai Health Sciences Program, Kalisizo, Uganda
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - David Serwadda
- Rakai Health Sciences Program, Kalisizo, Uganda
- College of Health Sciences, School of Medicine, Makerere University, Kampala, Uganda
| | - Peter Godfrey-Faussett
- Department of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK
| | | | - M Kate Grabowski
- Rakai Health Sciences Program, Kalisizo, Uganda.
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD, USA.
| | - Oliver Ratmann
- Department of Mathematics, Imperial College London, London, UK.
| |
Collapse
|
4
|
Monod M, Brizzi A, Galiwango RM, Ssekubugu R, Chen Y, Xi X, Kankaka EN, Ssempijja V, Dörner LA, Akullian A, Blenkinsop A, Bonsall D, Chang LW, Dan S, Fraser C, Golubchik T, Gray RH, Hall M, Jackson JC, Kigozi G, Laeyendecker O, Mills LA, Quinn TC, Reynolds SJ, Santelli J, Sewankambo NK, Spencer SE, Ssekasanvu J, Thomson L, Wawer MJ, Serwadda D, Godfrey-Faussett P, Kagaayi J, Grabowski MK, Ratmann O. Longitudinal population-level HIV epidemiologic and genomic surveillance highlights growing gender disparity of HIV transmission in Uganda. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.16.23287351. [PMID: 36993261 PMCID: PMC10055554 DOI: 10.1101/2023.03.16.23287351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
HIV incidence in eastern and southern Africa has historically been concentrated among girls and women aged 15-24 years. As new cases decline with HIV interventions, population-level infection dynamics may shift by age and gender. Here, we integrated population-based surveillance of 38,749 participants in the Rakai Community Cohort Study and longitudinal deep sequence viral phylogenetics to assess how HIV incidence and population groups driving transmission have changed from 2003 to 2018 in Uganda. We observed 1,117 individuals in the incidence cohort and 1,978 individuals in the transmission cohort. HIV viral suppression increased more rapidly in women than men, however incidence declined more slowly in women than men. We found that age-specific transmission flows shifted, while HIV transmission to girls and women (aged 15-24 years) from older men declined by about one third, transmission to women (aged 25-34 years) from men that were 0-6 years older increased by half in 2003 to 2018. Based on changes in transmission flows, we estimated that closing the gender gap in viral suppression could have reduced HIV incidence in women by half in 2018. This study suggests that HIV programs to increase HIV suppression in men are critical to reduce incidence in women, close gender gaps in infection burden and improve men's health in Africa.
Collapse
|
5
|
Ke Z, Vikalo H. Graph-Based Reconstruction and Analysis of Disease Transmission Networks Using Viral Genomic Data. J Comput Biol 2023. [PMID: 37347892 DOI: 10.1089/cmb.2022.0373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/24/2023] Open
Abstract
Understanding the patterns of viral disease transmissions helps establish public health policies and aids in controlling and ending a disease outbreak. Classical methods for studying disease transmission dynamics that rely on epidemiological data, such as times of sample collection and duration of exposure intervals, struggle to provide desired insight due to limited informativeness of such data. A more precise characterization of disease transmissions may be acquired from sequencing data that reveal genetic distance between viral genomes in patient samples. Indeed, genetic distance between viral strains present in hosts contains valuable information about transmission history, thus motivating the design of methods that rely on genomic data to reconstruct a directed disease transmission network, detect transmission clusters, and identify significant network nodes (e.g., super-spreaders). In this article, we present a novel end-to-end framework for the analysis of viral transmissions utilizing viral genomic (sequencing) data. The proposed framework groups infected hosts into transmission clusters based on the reconstructed viral strains infecting them; the genetic distance between a pair of hosts is calculated using Earth Mover's Distance, and further used to infer transmission direction between the hosts. To quantify the significance of a host in the transmission network, the importance score is calculated by a graph convolutional autoencoder. The viral transmission network is represented by a directed minimum spanning tree utilizing the Edmond's algorithm modified to incorporate constraints on the importance scores of the hosts. The proposed framework outperforms state-of-the-art techniques for the analysis of viral transmission dynamics in several experiments on semiexperimental as well as experimental data.
Collapse
Affiliation(s)
- Ziqi Ke
- Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, Texas, USA
| | - Haris Vikalo
- Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, Texas, USA
| |
Collapse
|
6
|
Castro LA, Leitner T, Romero-Severson E. Recombination smooths the time signal disrupted by latency in within-host HIV phylogenies. Virus Evol 2023; 9:vead032. [PMID: 37397911 PMCID: PMC10313349 DOI: 10.1093/ve/vead032] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 04/07/2023] [Accepted: 05/15/2023] [Indexed: 07/04/2023] Open
Abstract
Within-host Human immunodeficiency virus (HIV) evolution involves several features that may disrupt standard phylogenetic reconstruction. One important feature is reactivation of latently integrated provirus, which has the potential to disrupt the temporal signal, leading to variation in the branch lengths and apparent evolutionary rates in a tree. Yet, real within-host HIV phylogenies tend to show clear, ladder-like trees structured by the time of sampling. Another important feature is recombination, which violates the fundamental assumption that evolutionary history can be represented by a single bifurcating tree. Thus, recombination complicates the within-host HIV dynamic by mixing genomes and creating evolutionary loop structures that cannot be represented in a bifurcating tree. In this paper, we develop a coalescent-based simulator of within-host HIV evolution that includes latency, recombination, and effective population size dynamics that allows us to study the relationship between the true, complex genealogy of within-host HIV evolution, encoded as an ancestral recombination graph (ARG), and the observed phylogenetic tree. To compare our ARG results to the familiar phylogeny format, we calculate the expected bifurcating tree after decomposing the ARG into all unique site trees, their combined distance matrix, and the overall corresponding bifurcating tree. While latency and recombination separately disrupt the phylogenetic signal, remarkably, we find that recombination recovers the temporal signal of within-host HIV evolution caused by latency by mixing fragments of old, latent genomes into the contemporary population. In effect, recombination averages over extant heterogeneity, whether it stems from mixed time signals or population bottlenecks. Furthermore, we establish that the signals of latency and recombination can be observed in phylogenetic trees despite being an incorrect representation of the true evolutionary history. Using an approximate Bayesian computation method, we develop a set of statistical probes to tune our simulation model to nine longitudinally sampled within-host HIV phylogenies. Because ARGs are exceedingly difficult to infer from real HIV data, our simulation system allows investigating effects of latency, recombination, and population size bottlenecks by matching decomposed ARGs to real data as observed in standard phylogenies.
Collapse
Affiliation(s)
| | - Thomas Leitner
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | | |
Collapse
|
7
|
Kassaye SG, Grossman Z, Vengurlekar P, Chai W, Wallace M, Rhee SY, Meyer WA, Kaufman HW, Castel A, Jordan J, Crandall KA, Kang A, Kumar P, Katzenstein DA, Shafer RW, Maldarelli F. Insights into HIV-1 Transmission Dynamics Using Routinely Collected Data in the Mid-Atlantic United States. Viruses 2022; 15:68. [PMID: 36680108 PMCID: PMC9863702 DOI: 10.3390/v15010068] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 12/21/2022] [Accepted: 12/23/2022] [Indexed: 12/28/2022] Open
Abstract
Background: Molecular epidemiological approaches provide opportunities to characterize HIV transmission dynamics. We analyzed HIV sequences and virus load (VL) results obtained during routine clinical care, and individual’s zip-code location to determine utility of this approach. Methods: HIV-1 pol sequences aligned using ClustalW were subtyped using REGA. A maximum likelihood (ML) tree was generated using IQTree. Transmission clusters with ≤3% genetic distance (GD) and ≥90% bootstrap support were identified using ClusterPicker. We conducted Bayesian analysis using BEAST to confirm transmission clusters. The proportion of nucleotides with ambiguity ≤0.5% was considered indicative of early infection. Descriptive statistics were applied to characterize clusters and group comparisons were performed using chi-square or t-test. Results: Among 2775 adults with data from 2014−2015, 2589 (93%) had subtype B HIV-1, mean age was 44 years (SD 12.7), 66.4% were male, and 25% had nucleotide ambiguity ≤0.5. There were 456 individuals in 193 clusters: 149 dyads, 32 triads, and 12 groups with ≥ four individuals per cluster. More commonly in clusters were males than females, 349 (76.5%) vs. 107 (23.5%), p < 0.0001; younger individuals, 35.3 years (SD 12.1) vs. 44.7 (SD 12.3), p < 0.0001; and those with early HIV-1 infection by nucleotide ambiguity, 202/456 (44.3%) vs. 442/2133 (20.7%), p < 0.0001. Members of 43/193 (22.3%) of clusters included individuals in different jurisdictions. Clusters ≥ four individuals were similarly found using BEAST. HIV-1 viral load (VL) ≥3.0 log10 c/mL was most common among individuals in clusters ≥ four, 18/21, (85.7%) compared to 137/208 (65.8%) in clusters sized 2−3, and 927/1169 (79.3%) who were not in a cluster (p < 0.0001). Discussion: HIV sequence data obtained for HIV clinical management provide insights into regional transmission dynamics. Our findings demonstrate the additional utility of HIV-1 VL data in combination with phylogenetic inferences as an enhanced contact tracing tool to direct HIV treatment and prevention services. Trans-jurisdictional approaches are needed to optimize efforts to end the HIV epidemic.
Collapse
Affiliation(s)
- Seble G. Kassaye
- Department of Medicine, Georgetown University, Washington, DC 20057, USA
| | - Zehava Grossman
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, MD 21702, USA
- School of Public Health, Tel Aviv University, Tel Aviv 69978, Israel
| | | | - William Chai
- Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Megan Wallace
- Department of Medicine, Georgetown University, Washington, DC 20057, USA
| | - Soo-Yon Rhee
- Department of Medicine, Stanford University, Stanford, CA 94305, USA
| | | | | | - Amanda Castel
- Department of Epidemiology, George Washington University, Washington, DC 20052, USA
| | - Jeanne Jordan
- Department of Epidemiology, George Washington University, Washington, DC 20052, USA
| | - Keith A. Crandall
- Computational Biology Institute, George Washington University, Ashburn, VA 20147, USA
| | - Alisa Kang
- Department of Medicine, Georgetown University, Washington, DC 20057, USA
| | - Princy Kumar
- Department of Medicine, Georgetown University, Washington, DC 20057, USA
| | | | - Robert W. Shafer
- Department of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Frank Maldarelli
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, MD 21702, USA
| |
Collapse
|
8
|
Nikolopoulos GK, Tsantes AG. Recent HIV Infection: Diagnosis and Public Health Implications. Diagnostics (Basel) 2022; 12:2657. [PMID: 36359500 PMCID: PMC9689622 DOI: 10.3390/diagnostics12112657] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 10/27/2022] [Accepted: 10/28/2022] [Indexed: 08/15/2024] Open
Abstract
The early period of infection with human immunodeficiency virus (HIV) has been associated with higher infectiousness and, consequently, with more transmission events. Over the last 30 years, assays have been developed that can detect viral and immune biomarkers during the first months of HIV infection. Some of them depend on the functional properties of antibodies including their changing titers or the increasing strength of binding with antigens over time. There have been efforts to estimate HIV incidence using antibody-based assays that detect recent HIV infection along with other laboratory and clinical information. Moreover, some interventions are based on the identification of people who were recently infected by HIV. This review summarizes the evolution of efforts to develop assays for the detection of recent HIV infection and to use these assays for the cross-sectional estimation of HIV incidence or for prevention purposes.
Collapse
Affiliation(s)
| | - Andreas G. Tsantes
- Microbiology Department, “Saint Savvas” Oncology Hospital, 11522 Athens, Greece
| |
Collapse
|
9
|
Bhebhe L, Moyo S, Gaseitsiwe S, Pretorius-Holme M, Yankinda EK, Manyake K, Kgathi C, Mmalane M, Lebelonyane R, Gaolathe T, Bachanas P, Ussery F, Letebele M, Makhema J, Wirth KE, Lockman S, Essex M, Novitsky V, Ragonnet-Cronin M. Epidemiological and viral characteristics of undiagnosed HIV infections in Botswana. BMC Infect Dis 2022; 22:710. [PMID: 36031617 PMCID: PMC9420270 DOI: 10.1186/s12879-022-07698-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 08/17/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
HIV-1 is endemic in Botswana. The country’s primary challenge is identifying people living with HIV who are unaware of their status. We evaluated factors associated with undiagnosed HIV infection using HIV-1 phylogenetic, behavioural, and demographic data.
Methods
As part of the Botswana Combination Prevention Project, 20% of households in 30 villages were tested for HIV and followed from 2013 to 2018. A total of 12,610 participants were enrolled, 3596 tested HIV-positive at enrolment, and 147 participants acquired HIV during the trial. Extensive socio-demographic and behavioural data were collected from participants and next-generation sequences were generated for HIV-positive cases. We compared three groups of participants: (1) those previously known to be HIV-positive at enrolment (n = 2995); (2) those newly diagnosed at enrolment (n = 601) and (3) those who tested HIV-negative at enrolment but tested HIV-positive during follow-up (n = 147). We searched for differences in demographic and behavioural factors between known and newly diagnosed group using logistic regression. We also compared the topology of each group in HIV-1 phylogenies and used a genetic diversity-based algorithm to classify infections as recent (< 1 year) or chronic (≥ 1 year).
Results
Being male (aOR = 2.23) and younger than 35 years old (aOR = 8.08) was associated with undiagnosed HIV infection (p < 0.001), as was inconsistent condom use (aOR = 1.76). Women were more likely to have undiagnosed infections if they were married, educated, and tested frequently. For men, being divorced increased their risk. The genetic diversity-based algorithm classified most incident infections as recent (75.0%), but almost none of known infections (2.0%). The estimated proportion of recent infections among new diagnoses was 37.0% (p < 0.001).
Conclusion
Our results indicate that those with undiagnosed infections are likely to be young men and women who do not use condoms consistently. Among women, several factors were predictive: being married, educated, and testing frequently increased risk. Men at risk were more difficult to delineate. A sizeable proportion of undiagnosed infections were recent based on a genetic diversity-based classifier. In the era of “test and treat all”, pre-exposure prophylaxis may be prioritized towards individuals who self-identify or who can be identified using these predictors in order to halt onward transmission in time.
Collapse
|
10
|
Nduva GM, Otieno F, Kimani J, Wahome E, McKinnon LR, Cholette F, Majiwa M, Masika M, Mutua G, Anzala O, Graham SM, Gelmon L, Price MA, Smith AD, Bailey RC, Baele G, Lemey P, Hassan AS, Sanders EJ, Esbjörnsson J. Quantifying rates of HIV-1 flow between risk groups and geographic locations in Kenya: A country-wide phylogenetic study. Virus Evol 2022; 8:veac016. [PMID: 35356640 PMCID: PMC8962731 DOI: 10.1093/ve/veac016] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 02/23/2022] [Accepted: 03/01/2022] [Indexed: 12/14/2022] Open
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.
Collapse
Affiliation(s)
- George M Nduva
- Department of Translational Medicine, Lund University, Faculty of Medicine, Lund University, Box 117 SE-221 00 Lund, Sweden
- Kenya Medical Research Institute-Wellcome Trust Research Programme, KEMRI-Center For Geographic Medicine Research, P.O. Box 230-80108, Kilifi, Kenya
| | - Frederick Otieno
- Nyanza Reproductive Health Society, United Mall, P.O. Box 1764, Kisumu, Kenya
| | - Joshua Kimani
- Department of Medical Microbiology, University of Nairobi, P.O. Box 30197-00100, Nairobi, Kenya
- 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
| | - Elizabeth Wahome
- Kenya Medical Research Institute-Wellcome Trust Research Programme, KEMRI-Center For Geographic Medicine Research, P.O. Box 230-80108, Kilifi, Kenya
| | - Lyle R McKinnon
- Department of Medical Microbiology, University of Nairobi, P.O. Box 30197-00100, Nairobi, Kenya
- 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
- 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
| | - Francois Cholette
- 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
- National Microbiology Laboratory at the JC Wilt Infectious Diseases Research Centre, Public Health Agency of Canada, 745 Logan Avenue, Winnipeg, Canada
| | - Maxwell Majiwa
- Kenya Medical Research Institute/Center for Global Health Research, KEMRI-CGHR, P.O. Box 20778-00202, Kisumu, Kenya
| | - Moses Masika
- Faculty of Health Sciences 3RD Floor Wing B, KAVI Institute of Clinical Research, University of Nairobi, P.O. Box 19676-00202, Nairobi, Kenya
| | - Gaudensia Mutua
- Faculty of Health Sciences 3RD Floor Wing B, KAVI Institute of Clinical Research, University of Nairobi, P.O. Box 19676-00202, Nairobi, Kenya
| | - Omu Anzala
- Faculty of Health Sciences 3RD Floor Wing B, KAVI Institute of Clinical Research, University of Nairobi, P.O. Box 19676-00202, Nairobi, Kenya
| | - Susan M Graham
- Kenya Medical Research Institute-Wellcome Trust Research Programme, KEMRI-Center For Geographic Medicine Research, P.O. Box 230-80108, Kilifi, Kenya
- Department of Epidemiology, University of Washington, Office of the Chair, UW Box # 351619, Seattle, DC, USA
| | - Larry Gelmon
- Department of Medical Microbiology, University of Nairobi, P.O. Box 30197-00100, Nairobi, Kenya
- 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
| | - Matt A Price
- IAVI Global Headquarters, 125 Broad Street, 9th Floor, New York, NY 10004, USA
- 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
| | - Adrian D Smith
- Nuffield Department of Medicine, The University of Oxford, Old Road Campus, Headington, Oxford OX3 7BN, UK
| | - Robert C Bailey
- Nyanza Reproductive Health Society, United Mall, P.O. Box 1764, Kisumu, Kenya
- Division of Epidemiology and Biostatistics, University of Illinois at Chicago, 1603 W Taylor St, Chicago, IL 60612, USA
| | - Guy Baele
- 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
| | - Philippe Lemey
- 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
| | - Amin S Hassan
- Department of Translational Medicine, Lund University, Faculty of Medicine, Lund University, Box 117 SE-221 00 Lund, Sweden
- Kenya Medical Research Institute-Wellcome Trust Research Programme, KEMRI-Center For Geographic Medicine Research, P.O. Box 230-80108, Kilifi, Kenya
| | - Eduard J Sanders
- Kenya Medical Research Institute-Wellcome Trust Research Programme, KEMRI-Center For Geographic Medicine Research, P.O. Box 230-80108, Kilifi, Kenya
- Nuffield Department of Medicine, The University of Oxford, Old Road Campus, Headington, Oxford OX3 7BN, UK
| | - Joakim Esbjörnsson
- Department of Translational Medicine, Lund University, Faculty of Medicine, Lund University, Box 117 SE-221 00 Lund, Sweden
- Nuffield Department of Medicine, The University of Oxford, Old Road Campus, Headington, Oxford OX3 7BN, UK
| |
Collapse
|
11
|
Eustaquio PC, Figuracion R, Izumi K, Morin MJ, Samaco K, Flores SM, Brink A, Diones ML. Outcomes of a community-led online-based HIV self-testing demonstration among cisgender men who have sex with men and transgender women in the Philippines during the COVID-19 pandemic: a retrospective cohort study. BMC Public Health 2022; 22:366. [PMID: 35189850 PMCID: PMC8860324 DOI: 10.1186/s12889-022-12705-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 01/28/2022] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION The Philippines, which has the fastest rising HIV epidemic globally, has limited options for HIV testing and its uptake remains low among cisgender men who have sex with men (cis-MSM) and transgender women (TGW), especially amid the COVID-19 pandemic. As HIV self-testing (HIVST) and technology-based approaches could synergize to expand uptake of HIV testing, we aimed to evaluate the outcomes of a community-led online-based HIVST demonstration and to explore factors associated with HIVST-related behaviours and outcomes. METHODS We did a secondary data analysis among cis-MSM and TGW who participated in the HIVST demonstration, who were recruited online and tested out-of-facility, in Western Visayas, Philippines, from March to November 2020. We reviewed data on demographics, sexuality-, and context-related variables. Using multivariable logistic regression, we tested for associations between the aforementioned covariates and two primary outcomes, opting for directly-assisted HIVST (DAH) and willingness to secondarily distribute kits. RESULTS HIVST kits were distributed to 647 individuals (590 cis-MSM, 57 TGW), 54.6% were first-time testers, 10.4% opted DAH, and 46.1% were willing to distribute to peers. Reporting rate was high (99.3%) with 7.6% reactivity rate. While linkage to prevention (100%) and care (85.7%) were high, pre-exposure prophylaxis (PrEP) (0.3%) and antiretroviral therapy (ART) (51.0%) initiation were limited. There were no reports of adverse events. Those who were employed, had recent anal intercourse, opted for DAH, not willing to secondarily distribute, and accessed HIVST during minimal to no quarantine restriction had significantly higher reactivity rates. Likelihood of opting for DAH was higher among those who had three or more partners in the past year (aOR = 2.01 [CI = 1.01-4.35]) and those who accessed during maximal quarantine restrictions (aOR = 4.25 [CI = 2.46-7.43]). Odds of willingness to share were higher among those in urban areas (aOR = 1.64 [CI = 1.15-2.36]) but lower among first-time testers (aOR = 0.45 [CI = 0.32-0.62]). CONCLUSIONS HIVST could effectively reach hard-to-reach populations. While there was demand in accessing online-based unassisted approaches, DAH should still be offered. Uptake of PrEP and same-day ART should be upscaled by decentralizing these services to community-based organizations. Differentiated service delivery is key to respond to preferences and values of key populations amid the dynamic geographical and sociocultural contexts they are in.
Collapse
Affiliation(s)
- Patrick C Eustaquio
- LoveYourself, Inc, 715 Anglo Bldg., Shaw Blvd, 1550, Mandaluyong City, Philippines.
| | - Roberto Figuracion
- Family Planning Organization of the Philippines, Inc, Iloilo Chapter - Rajah Community Center, 2F Dulalia Building, Rizal St, 5000, Iloilo City, Iloilo City Proper, Philippines
| | - Kiyohiko Izumi
- World Health Organization, Philippines, Ground Floor Building 3 San Lazaro Compound, C. S. Gatmaitan Ave, Santa Cruz, 1000, Manila, Metro Manila, Philippines
| | - Mary Joy Morin
- Department of Health, Philippines, Compound San Lazaro St, Santa Cruz, 1000, Manila, Metro Manila, Philippines
| | - Kenneth Samaco
- World Health Organization, Philippines, Ground Floor Building 3 San Lazaro Compound, C. S. Gatmaitan Ave, Santa Cruz, 1000, Manila, Metro Manila, Philippines
| | - Sarah May Flores
- Department of Health, Philippines, Compound San Lazaro St, Santa Cruz, 1000, Manila, Metro Manila, Philippines
| | | | - Mona Liza Diones
- Family Planning Organization of the Philippines, Inc, Iloilo Chapter - Rajah Community Center, 2F Dulalia Building, Rizal St, 5000, Iloilo City, Iloilo City Proper, Philippines
| |
Collapse
|
12
|
Miller RL, McLaughlin A, Liang RH, Harding J, Wong J, Le AQ, Brumme CJ, Montaner JSG, Joy JB. Phylogenetic prioritization of HIV-1 transmission clusters with viral lineage-level diversification rates. Evol Med Public Health 2022; 10:305-315. [PMID: 35899097 PMCID: PMC9311310 DOI: 10.1093/emph/eoac026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 07/07/2022] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background and objectives
Public health officials faced with a large number of transmission clusters require a rapid, scalable and unbiased way to prioritize distribution of limited resources to maximize benefits. We hypothesize that transmission cluster prioritization based on phylogenetically derived lineage-level diversification rates will perform as well as or better than commonly used growth-based prioritization measures, without need for historical data or subjective interpretation.
Methodology
9822 HIV pol sequences collected during routine drug resistance genotyping were used alongside simulated sequence data to infer sets of phylogenetic transmission clusters via patristic distance threshold. Prioritized clusters inferred from empirical data were compared to those prioritized by the current public health protocols. Prioritization of simulated clusters was evaluated based on correlation of a given prioritization measure with future cluster growth, as well as the number of direct downstream transmissions from cluster members.
Results
Empirical data suggest diversification rate-based measures perform comparably to growth-based measures in recreating public heath prioritization choices. However, unbiased simulated data reveals phylogenetic diversification rate-based measures perform better in predicting future cluster growth relative to growth-based measures, particularly long-term growth. Diversification rate-based measures also display advantages over growth-based measures in highlighting groups with greater future transmission events compared to random groups of the same size. Furthermore, diversification rate measures were notably more robust to effects of decreased sampling proportion.
Conclusions and implications
Our findings indicate diversification rate-based measures frequently outperform growth-based measures in predicting future cluster growth and offer several additional advantages beneficial to optimizing the public health prioritization process.
Collapse
Affiliation(s)
- Rachel L Miller
- Molecular Epidemiology and Evolutionary Genetics, British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Bioinformatics Program, University of British Columbia, Vancouver, Canada
| | - Angela McLaughlin
- Molecular Epidemiology and Evolutionary Genetics, British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Bioinformatics Program, University of British Columbia, Vancouver, Canada
| | - Richard H Liang
- Laboratory Program, British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | | | - Jason Wong
- Clinical Prevention Services, British Columbia Centre for Disease Control, Vancouver, Canada
| | - Anh Q Le
- Laboratory Program, British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Chanson J Brumme
- Laboratory Program, British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Julio S G Montaner
- Department of Medicine, University of British Columbia, Vancouver, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Jeffrey B Joy
- Corresponding author. Molecular Epidemiology and Evolutionary Genetics, BC Centre for Excellence in HIV/AIDS, 615-1033 Davie St, Vancouver, BC, V6E 1M5, Canada. Tel: +1-(604)-368-5569; E-mail:
| |
Collapse
|
13
|
Sivay MV, Palumbo PJ, Zhang Y, Cummings V, Guo X, Hamilton EL, McKinstry L, Ogendo A, Kayange N, Panchia R, Dominguez K, Chen YQ, Sandfort TGM, Eshleman SH. Human Immunodeficiency Virus (HIV) Drug Resistance, Phylogenetic Analysis, and Superinfection Among Men Who Have Sex with Men and Transgender Women in Sub-Saharan Africa: HIV Prevention Trials Network (HPTN) 075 Study. Clin Infect Dis 2021; 73:60-67. [PMID: 32761071 DOI: 10.1093/cid/ciaa1136] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Accepted: 07/30/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The HIV Prevention Trials Network (HPTN) 075 study evaluated the feasibility of enrolling and retaining men who have sex with men (MSM) and transgender women (TGW) from Kenya, Malawi, and South Africa. During the study follow-up, 21 participants acquired human immunodeficiency virus (HIV) (seroconverters). We analyzed HIV subtype diversity, drug resistance, transmission dynamics, and HIV superinfection data among MSM and TGW enrolled in HPTN 075. METHODS HIV genotyping and drug resistance testing were performed for participants living with HIV who had viral loads >400 copies/mL at screening (prevalent cases, n = 124) and seroconverters (n = 21). HIV pol clusters were identified using Cluster Picker. Superinfection was assessed by a longitudinal analysis of env and pol sequences generated by next-generation sequencing. RESULTS HIV genotyping was successful for 123/124 prevalent cases and all 21 seroconverters. The major HIV subtypes were A1 (Kenya) and C (Malawi and South Africa). Major drug resistance mutations were detected in samples from 21 (14.6%) of 144 participants; the most frequent mutations were K103N and M184V/I. Phylogenetic analyses identified 11 clusters (2-6 individuals). Clusters included seroconverters only (n = 1), prevalent cases and seroconverters (n = 4), and prevalent cases only (n = 6). Superinfections were identified in 1 prevalent case and 2 seroconverters. The annual incidence of superinfection was higher among seroconverters than among prevalent cases, and was higher than the rate of primary HIV infection in the cohort. CONCLUSIONS This report provides important insights into HIV genetic diversity, drug resistance, and superinfection among MSM and TGW in sub-Saharan Africa. These findings may help to inform future HIV prevention interventions in these high-risk groups.
Collapse
Affiliation(s)
- Mariya V Sivay
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Philip J Palumbo
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Yinfeng Zhang
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Vanessa Cummings
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Xu Guo
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Erica L Hamilton
- Science Facilitation Department, Family Health International 360, Durham, North Carolina, USA
| | - Laura McKinstry
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Arthur Ogendo
- Kenya Medical Research Institute Centers for Disease Control and Prevention, Kisumu, Kenya
| | - Noel Kayange
- Department of Internal Medicine, Johns Hopkins Project, College of Medicine, Malawi, Blantyre, Malawi
| | - Ravindre Panchia
- Perinatal Human Immunodeficiency Virus Research Unit, University of the Witwatersrand, Soweto Human Immunodeficiency Virus Prevention Trials Network Clinical Research Site, Soweto, South Africa
| | - Karen Dominguez
- Desmond Tutu Human Immunodeficiency Virus Centre, University of Cape Town Medical School, Cape Town, South Africa
| | - Ying Q Chen
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Theodorus G M Sandfort
- Human Immunodeficiency Virus Center for Clinical and Behavioral Studies, Columbia University, New York, New York, USA
| | - Susan H Eshleman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
14
|
Nduva GM, Nazziwa J, Hassan AS, Sanders EJ, Esbjörnsson J. The Role of Phylogenetics in Discerning HIV-1 Mixing among Vulnerable Populations and Geographic Regions in Sub-Saharan Africa: A Systematic Review. Viruses 2021; 13:1174. [PMID: 34205246 PMCID: PMC8235305 DOI: 10.3390/v13061174] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 06/09/2021] [Accepted: 06/10/2021] [Indexed: 12/19/2022] Open
Abstract
To reduce global HIV-1 incidence, there is a need to understand and disentangle HIV-1 transmission dynamics and to determine the geographic areas and populations that act as hubs or drivers of HIV-1 spread. In Sub-Saharan Africa (sSA), the region with the highest HIV-1 burden, information about such transmission dynamics is sparse. Phylogenetic inference is a powerful method for the study of HIV-1 transmission networks and source attribution. In this review, we assessed available phylogenetic data on mixing between HIV-1 hotspots (geographic areas and populations with high HIV-1 incidence and prevalence) and areas or populations with lower HIV-1 burden in sSA. We searched PubMed and identified and reviewed 64 studies on HIV-1 transmission dynamics within and between risk groups and geographic locations in sSA (published 1995-2021). We describe HIV-1 transmission from both a geographic and a risk group perspective in sSA. Finally, we discuss the challenges facing phylogenetic inference in mixed epidemics in sSA and offer our perspectives and potential solutions to the identified challenges.
Collapse
Affiliation(s)
- George M. Nduva
- Department of Translational Medicine, Lund University, 205 02 Malmö, Sweden; (G.M.N.); (J.N.); (A.S.H.)
- Kenya Medical Research Institute (KEMRI)-Wellcome Trust Research Programme, Kilifi 80108, Kenya;
| | - Jamirah Nazziwa
- Department of Translational Medicine, Lund University, 205 02 Malmö, Sweden; (G.M.N.); (J.N.); (A.S.H.)
| | - Amin S. Hassan
- Department of Translational Medicine, Lund University, 205 02 Malmö, Sweden; (G.M.N.); (J.N.); (A.S.H.)
- Kenya Medical Research Institute (KEMRI)-Wellcome Trust Research Programme, Kilifi 80108, Kenya;
| | - Eduard J. Sanders
- Kenya Medical Research Institute (KEMRI)-Wellcome Trust Research Programme, Kilifi 80108, Kenya;
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, The University of Oxford, Oxford OX1 2JD, UK
| | - Joakim Esbjörnsson
- Department of Translational Medicine, Lund University, 205 02 Malmö, Sweden; (G.M.N.); (J.N.); (A.S.H.)
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, The University of Oxford, Oxford OX1 2JD, UK
| |
Collapse
|
15
|
Mugo PM, Agutu CA, Wahome E, Juma M, Nzioka J, Mohamed K, Mumba T, Shally M, Fauz I, Omar A, Rinke de Wit TF, van der Elst EM, Graham SM, Sanders EJ. Trends and predictors of HIV positivity and time since last test at voluntary counselling and testing encounters among adults in Kilifi, Kenya, 2006-2017. Wellcome Open Res 2021; 4:127. [PMID: 33884308 PMCID: PMC8042516 DOI: 10.12688/wellcomeopenres.15401.3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/10/2021] [Indexed: 01/05/2023] Open
Abstract
Background: Little is known about HIV retesting uptake among key populations (KP) and general populations (GP) in Kenya. We assessed trends and predictors of first-time testing (FTT), late retesting (previous test more than one year ago for GP or three months for KP), and test positivity at three voluntary counselling and testing (VCT) centres in coastal Kenya. Methods: Routine VCT data covering 2006-2017 was collected from three VCT centres in Kilifi County. We analysed HIV testing history and test results from encounters among adults 18-39 years, categorized as GP men, GP women, men who have sex with men (MSM), and female sex workers (FSW). Results: Based on 24,728 test encounters (32% FTT), we observed declines in HIV positivity (proportion of encounters where the result was positive) among GP men, GP women, first-time testers and MSM but not among FSW. The proportion of encounters for FTT and late retesting decreased for both GP and KP but remained much higher in KP than GP. HIV positivity was higher at FTT and late retesting encounters; at FSW and MSM encounters; and at encounters with clients reporting lower educational attainment and sexually transmitted infection (STI) symptoms. HIV positivity was lower in GP men, never married clients and those less than 35 years of age. FTT was associated with town, risk group, age 18-24 years, never-married status, low educational attainment, and STI symptoms. Late retesting was less common among encounters with GP individuals who were never married, had Muslim or no religious affiliation, had lower educational attainment, or reported STI symptoms. Conclusions: HIV positive test results were most common at encounters with first-time testers and late re-testers. While the proportion of encounters at which late retesting was reported decreased steadily over the period reviewed, efforts are needed to increase retesting among the most at-risk populations.
Collapse
Affiliation(s)
- Peter M. Mugo
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Clara A. Agutu
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Elizabeth Wahome
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Margaret Juma
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Joseph Nzioka
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Khamisi Mohamed
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Teresia Mumba
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Mahmoud Shally
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | | | | | - Tobias F. Rinke de Wit
- Amsterdam Institute for Global Health and Development (AIGHD), Department of Global Health, University of Amsterdam, Amsterdam, The Netherlands
| | - Elise M. van der Elst
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Susan M. Graham
- Departments of Global Health, Medicine, and Epidemiology, University of Washington, Seattle, WA, USA
| | - Eduard J. Sanders
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
- Amsterdam Institute for Global Health and Development (AIGHD), Department of Global Health, University of Amsterdam, Amsterdam, The Netherlands
- Nuffield Department of Medicine, University of Oxford, Headington, UK
| |
Collapse
|
16
|
Ragonnet-Cronin M, Golubchik T, Moyo S, Fraser C, Essex M, Novitsky V, Volz E. HIV genetic diversity informs stage of HIV-1 infection among patients receiving antiretroviral therapy in Botswana. J Infect Dis 2021; 225:1330-1338. [PMID: 34077517 PMCID: PMC9016439 DOI: 10.1093/infdis/jiab293] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 06/01/2021] [Indexed: 12/20/2022] Open
Abstract
Background Human immunodeficiency virus (HIV)-1 genetic diversity increases during infection and can help infer the time elapsed since infection. However, the effect of antiretroviral treatment (ART) on the inference remains unknown. Methods Participants with estimated duration of HIV-1 infection based on repeated testing were sourced from cohorts in Botswana (n = 1944). Full-length HIV genome sequencing was performed from proviral deoxyribonucleic acid. We optimized a machine learning model to classify infections as < or >1 year based on viral genetic diversity, demographic, and clinical data. Results The best predictive model included variables for genetic diversity of HIV-1 gag, pol, and env, viral load, age, sex, and ART status. Most participants were on ART. Balanced accuracy was 90.6% (95% confidence interval, 86.7%–94.1%). We tested the algorithm among newly diagnosed participants with or without documented negative HIV tests. Among those without records, those who self-reported a negative HIV test within <1 year were more frequently classified as recent than those who reported a test >1 year previously. There was no difference in classification between those self-reporting a negative HIV test <1 year, whether or not they had a record. Conclusions These results indicate that recency of HIV-1 infection can be inferred from viral sequence diversity even among patients on suppressive ART.
Collapse
Affiliation(s)
- Manon Ragonnet-Cronin
- MRC Centre for Global Infectious Diseases Analysis, Imperial College London, London W2 1PG, UK
| | - Tanya Golubchik
- Big Data Institute, University of Oxford, Oxford OX3 7LF, UK
| | | | | | - Max Essex
- Botswana Harvard AIDS Initiative, Gaborone, Botswana.,Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA FXB 402, USA
| | - Vlad Novitsky
- Botswana Harvard AIDS Initiative, Gaborone, Botswana.,Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA FXB 402, USA.,Brown University, Providence RI 02912, USA
| | - Erik Volz
- MRC Centre for Global Infectious Diseases Analysis, Imperial College London, London W2 1PG, UK
| | | |
Collapse
|
17
|
Monroe-Wise A, Mbogo L, Guthrie B, Bukusi D, Sambai B, Chohan B, Scott J, Cherutich P, Musyoki H, Bosire R, Dunbar M, Macharia P, Masyuko S, Wilkinson E, De Oliveira T, Ludwig-Barron N, Sinkele B, Herbeck J, Farquhar C. Peer-mediated HIV assisted partner services to identify and link to care HIV-positive and HCV-positive people who inject drugs: a cohort study protocol. BMJ Open 2021; 11:e041083. [PMID: 33895711 PMCID: PMC8074565 DOI: 10.1136/bmjopen-2020-041083] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
INTRODUCTION Targeted, tailored interventions to test high-risk individuals for HIV and hepatitis C virus (HCV) are vital to achieving HIV control and HCV microelimination in Africa. Compared with the general population, people who inject drugs (PWID) are at increased risk of HIV and HCV and are less likely to be tested or successfully treated. Assisted partner services (APS) increases HIV testing among partners of people living with HIV and improves case finding and linkage to care. We describe a study in Kenya examining whether APS can be adapted to find, test and link to HIV care the partners of HIV-positive PWID using a network of community-embedded peer educators (PEs). Our study also identifies HCV-positive partners and uses phylogenetic analysis to determine risk factors for onward transmission of both viruses. METHODS This prospective cohort study leverages a network of PEs to identify 1000 HIV-positive PWID for enrolment as index participants. Each index completes a questionnaire and provides names and contact information of all sexual and injecting partners during the previous 3 years. PEs then use a stepwise locator protocol to engage partners in the community and bring them to study sites for enrolment, questionnaire completion and rapid HIV and HCV testing. Outcomes include number and type of partners per index who are mentioned, enrolled, tested, diagnosed with HIV and HCV and linked to care. ETHICS AND DISSEMINATION Potential index participants are screened for intimate partner violence (IPV) and those at high risk are not eligible to enrol. Those at medium risk are monitored for IPV following enrolment. A community advisory board engages in feedback and discussion between the community and the research team. A safety monitoring board discusses study progress and reviews data, including IPV monitoring data. Dissemination plans include presentations at quarterly Ministry of Health meetings, local and international conferences and publications. TRIAL REGISTRATION NUMBER NCT03447210, Pre-results stage.
Collapse
Affiliation(s)
- Aliza Monroe-Wise
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | - Loice Mbogo
- HIV Testing and Counseling and HIV Prevention, Kenyatta National Hospital, Nairobi, Kenya
| | - Brandon Guthrie
- Department of Global Health, University of Washington, Seattle, Washington, USA
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - David Bukusi
- HIV Testing and Counseling and HIV Prevention, Kenyatta National Hospital, Nairobi, Kenya
| | - Betsy Sambai
- HIV Testing and Counseling and HIV Prevention, Kenyatta National Hospital, Nairobi, Kenya
| | - Bhavna Chohan
- Department of Global Health, University of Washington, Seattle, Washington, USA
- Kenya Medical Research Institute, Nairobi, Kenya
| | - John Scott
- Department of Medicine, University of Washington, Seattle, Washington, USA
| | | | | | - Rose Bosire
- Kenya Medical Research Institute, Nairobi, Kenya
| | - Matthew Dunbar
- Center for Studies in Demography and Ecology, University of Washinigton, Seattle, Washington, USA
| | | | - Sarah Masyuko
- Department of Global Health, University of Washington, Seattle, Washington, USA
- Kenya's Ministry of Health, Nairobi, Kenya
| | - Eduan Wilkinson
- KwaZulu-Natal Research and Innovation Sequencing Platform, University of KwaZulu-Natal, Durban, South Africa
| | - Tulio De Oliveira
- KwaZulu-Natal Research and Innovation Sequencing Platform, University of KwaZulu-Natal, Durban, South Africa
| | | | - Bill Sinkele
- Support for Addiction Prevention and Treatment in Africa, Nairobi, Kenya
| | - Joshua Herbeck
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | - Carey Farquhar
- Department of Global Health, University of Washington, Seattle, Washington, USA
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
- Department of Medicine, University of Washington, Seattle, Washington, USA
| |
Collapse
|
18
|
Mugo PM, Agutu CA, Wahome E, Juma M, Nzioka J, Mohamed K, Mumba T, Shally M, Fauz I, Omar A, Rinke de Wit TF, van der Elst EM, Graham SM, Sanders EJ. Trends and predictors of HIV positivity and time since last test at voluntary counselling and testing encounters among adults in Kilifi, Kenya, 2006-2017. Wellcome Open Res 2021; 4:127. [PMID: 33884308 PMCID: PMC8042516 DOI: 10.12688/wellcomeopenres.15401.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/28/2021] [Indexed: 11/12/2023] Open
Abstract
Background: Little is known about HIV retesting uptake among key populations (KP) and general populations (GP) in Kenya. We assessed trends and predictors of first-time testing (FTT), late retesting (previous test more than one year ago for GP or three months for KP), and test positivity at three voluntary counselling and testing (VCT) centres in coastal Kenya. Methods: Routine VCT data covering 2006-2017 was collected from three VCT centres in Kilifi County. We analysed HIV testing history and test results from encounters among adults 18-39 years, categorized as GP men, GP women, men who have sex with men (MSM), and female sex workers (FSW). Results: Based on 24,728 test encounters (32% FTT), we observed declines in HIV positivity (proportion of encounters where the result was positive) among GP men, GP women, first-time testers and MSM but not among FSW. The proportion of encounters for FTT and late retesting decreased for both GP and KP but remained much higher in KP than GP. HIV positivity was higher at FTT and late retesting encounters; at FSW and MSM encounters; and at encounters with clients reporting lower educational attainment and sexually transmitted infection (STI) symptoms. HIV positivity was lower in GP men, never married clients and those less than 35 years of age. FTT was associated with town, risk group, age 18-24 years, never-married status, low educational attainment, and STI symptoms. Late retesting was less common among encounters with GP individuals who were never married, had Muslim or no religious affiliation, had lower educational attainment, or reported STI symptoms. Conclusions: HIV positive test results were most common at encounters with first-time testers and late re-testers. While the proportion of encounters at which late retesting was reported decreased steadily over the period reviewed, efforts are needed to increase retesting among the most at-risk populations.
Collapse
Affiliation(s)
- Peter M. Mugo
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Clara A. Agutu
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Elizabeth Wahome
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Margaret Juma
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Joseph Nzioka
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Khamisi Mohamed
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Teresia Mumba
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Mahmoud Shally
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | | | | | - Tobias F. Rinke de Wit
- Amsterdam Institute for Global Health and Development (AIGHD), Department of Global Health, University of Amsterdam, Amsterdam, The Netherlands
| | - Elise M. van der Elst
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Susan M. Graham
- Departments of Global Health, Medicine, and Epidemiology, University of Washington, Seattle, WA, USA
| | - Eduard J. Sanders
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
- Amsterdam Institute for Global Health and Development (AIGHD), Department of Global Health, University of Amsterdam, Amsterdam, The Netherlands
- Nuffield Department of Medicine, University of Oxford, Headington, UK
| |
Collapse
|
19
|
Fujimoto K, Bahl J, Wertheim JO, Del Vecchio N, Hicks JT, Damodaran L, Hallmark CJ, Lavingia R, Mora R, Carr M, Yang B, Schneider JA, Hwang LY, McNeese M. Methodological synthesis of Bayesian phylodynamics, HIV-TRACE, and GEE: HIV-1 transmission epidemiology in a racially/ethnically diverse Southern U.S. context. Sci Rep 2021; 11:3325. [PMID: 33558579 PMCID: PMC7870963 DOI: 10.1038/s41598-021-82673-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 01/22/2021] [Indexed: 12/30/2022] Open
Abstract
This study introduces an innovative methodological approach to identify potential drivers of structuring HIV-1 transmission clustering patterns between different subpopulations in the culturally and racially/ethnically diverse context of Houston, TX, the largest city in the Southern United States. Using 6332 HIV-1 pol sequences from persons newly diagnosed with HIV during the period 2010–2018, we reconstructed HIV-1 transmission clusters, using the HIV-TRAnsmission Cluster Engine (HIV-TRACE); inferred demographic and risk parameters on HIV-1 transmission dynamics by jointly estimating viral transmission rates across racial/ethnic, age, and transmission risk groups; and modeled the degree of network connectivity by using generalized estimating equations (GEE). Our results indicate that Hispanics/Latinos are most vulnerable to the structure of transmission clusters and serve as a bridge population, acting as recipients of transmissions from Whites (3.0 state changes/year) and from Blacks (2.6 state changes/year) as well as sources of transmissions to Whites (1.8 state changes/year) and to Blacks (1.2 state changes/year). There were high rates of transmission and high network connectivity between younger and older Hispanics/Latinos as well as between younger and older Blacks. Prevention and intervention efforts are needed for transmission clusters that involve younger racial/ethnic minorities, in particular Hispanic/Latino youth, to reduce onward transmission of HIV in Houston.
Collapse
Affiliation(s)
- Kayo Fujimoto
- Department of Health Promotion and Behavioral Sciences, The University of Texas Health Science Center at Houston, 7000 Fannin Street, UCT 2514, Houston, TX, 77030, USA.
| | - Justin Bahl
- Department of Infectious Diseases, University of Georgia, Athens, GA, USA
| | - Joel O Wertheim
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Natascha Del Vecchio
- Department of Biostatistics and Data Science, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Joseph T Hicks
- Department of Infectious Diseases, University of Georgia, Athens, GA, USA
| | | | - Camden J Hallmark
- Division of Disease Prevention and Control, Houston Health Department, Houston, TX, USA
| | - Richa Lavingia
- Department of Health Promotion and Behavioral Sciences, The University of Texas Health Science Center at Houston, 7000 Fannin Street, UCT 2514, Houston, TX, 77030, USA
| | - Ricardo Mora
- Division of Disease Prevention and Control, Houston Health Department, Houston, TX, USA
| | - Michelle Carr
- Division of Disease Prevention and Control, Houston Health Department, Houston, TX, USA
| | - Biru Yang
- Division of Disease Prevention and Control, Houston Health Department, Houston, TX, USA
| | | | - Lu-Yu Hwang
- Department of Epidemiology, Human Genetics, and Environmental Science, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Marlene McNeese
- Division of Disease Prevention and Control, Houston Health Department, Houston, TX, USA
| |
Collapse
|
20
|
Molecular network-based intervention brings us closer to ending the HIV pandemic. Front Med 2020; 14:136-148. [PMID: 32206964 DOI: 10.1007/s11684-020-0756-y] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Accepted: 02/13/2020] [Indexed: 01/08/2023]
Abstract
Precise identification of HIV transmission among populations is a key step in public health responses. However, the HIV transmission network is usually difficult to determine. HIV molecular networks can be determined by phylogenetic approach, genetic distance-based approach, and a combination of both approaches. These approaches are increasingly used to identify transmission networks among populations, reconstruct the history of HIV spread, monitor the dynamics of HIV transmission, guide targeted intervention on key subpopulations, and assess the effects of interventions. Simulation and retrospective studies have demonstrated that these molecular network-based interventions are more cost-effective than random or traditional interventions. However, we still need to address several challenges to improve the practice of molecular network-guided targeting interventions to finally end the HIV epidemic. The data remain limited or difficult to obtain, and more automatic real-time tools are required. In addition, molecular and social networks must be combined, and technical parameters and ethnic issues warrant further studies.
Collapse
|
21
|
Virological and immunological impact of integrase inhibitor-based regimens initiated during primary HIV-1 infection. AIDS 2020; 34:493-500. [PMID: 31764069 DOI: 10.1097/qad.0000000000002447] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
DESIGN Current international guidelines recommend either boosted protease inhibitor (PI/r)-based or integrase inhibitors (INSTI)-based regimens during primary HIV infection (PHI), even though the latter have only demonstrated their superiority at the chronic stage. We compared the effectiveness of INSTI-based versus PI/r-based combined antiretroviral therapy (cART) initiated during PHI. METHODS This study was conducted among patients who initiated cART between 2013 and 2017, using data from the ANRS-PRIMO cohort and the Dat'AIDS study. Cumulative proportions of patients reaching viral suppression (HIV-1 RNA <50 copies/ml) were calculated using Turnbull's estimator for interval-censored data. CD4 cells and CD4/CD8 ratio increases were estimated using mixed linear models. Results were adjusted for the data source. RESULTS Among the 712 study patients, 299 received an INSTI-based cART. Patients' baseline characteristics were similar between groups. Viral suppression was reached more rapidly in INSTI-treated versus PI/r-treated patients (P < 0.01), with cumulative proportions of 32 versus 6% at 4 weeks, 72 versus 31% at 12 weeks, 91 versus 78% at 24 weeks and about 95% in both groups at 48 weeks. At 4 weeks, INSTI-treated patients had gained on average 40 CD4 cells/μl (P = 0.05) over PI/r-treated ones; mean CD4 counts were similar in the two groups at 48 weeks. The CD4/CD8 ratio followed the same pattern. Results were similar when restricted to a comparison between dolutegravir-based versus darunavir-based cART. CONCLUSION On the basis of this study and available literature, we recommend the use of INSTI-based cART for treatment initiation during PHI, as it leads to faster viral suppression and immune restoration.
Collapse
|
22
|
Matías-Florentino M, Chaillon A, Ávila-Ríos S, Mehta SR, Paz-Juárez HE, Becerril-Rodríguez MA, del Arenal-Sánchez SJ, Piñeirúa-Menéndez A, Ruiz V, Iracheta-Hernández P, Macías-González I, Tena-Sánchez J, Badial-Hernández F, González-Rodríguez A, Reyes-Terán G. Pretreatment HIV drug resistance spread within transmission clusters in Mexico City. J Antimicrob Chemother 2020; 75:656-667. [PMID: 31819984 PMCID: PMC7021100 DOI: 10.1093/jac/dkz502] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Revised: 10/28/2019] [Accepted: 11/05/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Pretreatment HIV drug resistance (HIVDR) to NNRTIs has consistently increased in Mexico City during the last decade. OBJECTIVES To infer the HIV genetic transmission network in Mexico City to describe the dynamics of the local HIV epidemic and spread of HIVDR. PATIENTS AND METHODS HIV pol sequences were obtained by next-generation sequencing from 2447 individuals before initiation of ART at the largest HIV clinic in Mexico City (April 2016 to June 2018). Pretreatment HIVDR was estimated using the Stanford algorithm at a Sanger-like threshold (≥20%). Genetic networks were inferred with HIV-TRACE, establishing putative transmission links with genetic distances <1.5%. We examined demographic associations among linked individuals with shared drug resistance mutations (DRMs) using a ≥ 2% threshold to include low-frequency variants. RESULTS Pretreatment HIVDR reached 14.8% (95% CI 13.4%-16.2%) in the cohort overall and 9.6% (8.5%-10.8%) to NNRTIs. Putative links with at least one other sequence were found for 963/2447 (39%) sequences, forming 326 clusters (2-20 individuals). The inferred network was assortative by age and municipality (P < 0.001). Clustering individuals were younger [adjusted OR (aOR) per year = 0.96, 95% CI 0.95-0.97, P < 0.001] and less likely to include women (aOR = 0.46, 95% CI 0.28-0.75, P = 0.002). Among clustering individuals, 175/963 (18%) shared DRMs (involving 66 clusters), of which 66/175 (38%) shared K103N/S (24 clusters). Eight municipalities (out of 75) harboured 65% of persons sharing DRMs. Among all persons sharing DRMs, those sharing K103N were younger (aOR = 0.93, 95% CI 0.88-0.98, P = 0.003). CONCLUSIONS Our analyses suggest age- and geographically associated transmission of DRMs within the HIV genetic network in Mexico City, warranting continuous monitoring and focused interventions.
Collapse
Affiliation(s)
- Margarita Matías-Florentino
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Calzada de Tlalpan 4502, Colonia Sección XVI, CP 14080 Mexico City, Mexico
| | - Antoine Chaillon
- University of California San Diego, 9500 Gilman Drive 0679, La Jolla, CA 92093, USA
| | - Santiago Ávila-Ríos
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Calzada de Tlalpan 4502, Colonia Sección XVI, CP 14080 Mexico City, Mexico
| | - Sanjay R Mehta
- University of California San Diego, 9500 Gilman Drive 0679, La Jolla, CA 92093, USA
| | - Héctor E Paz-Juárez
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Calzada de Tlalpan 4502, Colonia Sección XVI, CP 14080 Mexico City, Mexico
| | - Manuel A Becerril-Rodríguez
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Calzada de Tlalpan 4502, Colonia Sección XVI, CP 14080 Mexico City, Mexico
- Clínica Especializada Condesa, Gral, Benjamín Hill 24, Hipódromo Condesa, CP 06170 Mexico City, Mexico
| | - Silvia J del Arenal-Sánchez
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Calzada de Tlalpan 4502, Colonia Sección XVI, CP 14080 Mexico City, Mexico
| | - Alicia Piñeirúa-Menéndez
- Clínica Especializada Condesa Iztapalapa, Av. Combate de Celaya S/N, Colonia Unidad Habitacional Vicente Guerrero, CP 09730 Mexico City, Mexico
| | - Verónica Ruiz
- Clínica Especializada Condesa, Gral, Benjamín Hill 24, Hipódromo Condesa, CP 06170 Mexico City, Mexico
| | - Patricia Iracheta-Hernández
- Clínica Especializada Condesa Iztapalapa, Av. Combate de Celaya S/N, Colonia Unidad Habitacional Vicente Guerrero, CP 09730 Mexico City, Mexico
| | - Israel Macías-González
- Clínica Especializada Condesa, Gral, Benjamín Hill 24, Hipódromo Condesa, CP 06170 Mexico City, Mexico
| | - Jehovani Tena-Sánchez
- Clínica Especializada Condesa, Gral, Benjamín Hill 24, Hipódromo Condesa, CP 06170 Mexico City, Mexico
| | - Florentino Badial-Hernández
- Clínica Especializada Condesa Iztapalapa, Av. Combate de Celaya S/N, Colonia Unidad Habitacional Vicente Guerrero, CP 09730 Mexico City, Mexico
| | - Andrea González-Rodríguez
- Clínica Especializada Condesa, Gral, Benjamín Hill 24, Hipódromo Condesa, CP 06170 Mexico City, Mexico
| | - Gustavo Reyes-Terán
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Calzada de Tlalpan 4502, Colonia Sección XVI, CP 14080 Mexico City, Mexico
| |
Collapse
|
23
|
Jiang Y, Su S, Borné Y. A meta-analysis of the efficacy of HAART on HIV transmission and its impact on sexual risk behaviours among men who have sex with men. Sci Rep 2020; 10:1075. [PMID: 31974510 PMCID: PMC6978405 DOI: 10.1038/s41598-019-56530-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2018] [Accepted: 11/04/2019] [Indexed: 11/23/2022] Open
Abstract
Evidence showed preventive impacts of the highly active antiretroviral therapy (HAART) on the Human Immunodeficiency Virus (HIV) transmission amomg heterosexual population, however, that is of deficit among men who have sex with men (MSM). The aim was to systematically examine the efficacy of HAART on HIV transmission and the association between the HAART initiation and unprotected anal intercourse (UAI) in MSM population. Three electronic databases were fully searched for articles published in peer-reviewed journals between 1996 and 2017. Of 1616 identified articles, fifteen articles were eligible for meta-analyses. The summary incidence rate (IR) of HIV was 6.63/100 person-year (95%CI 2.06–11.20/100 person-year)(p = 0.004). The pooled per-contact rate (PCR) of HIV was 0.42% (95% CI 0.21–0.63%)(p < 0.05). The HAART initiation (vs non-HAART) was not associated with engaging in UAI, with odds ratio (OR) 1.09 (95% CI 0.90–1.34)(p > 0.05). In the stratified analysis, participants with no less than 6 months recall period was slightly more likely to engage in UAI (OR 1.32; 95% CI 1.01–1.74)(p < 0.05). It indicated that HAART has potential efficacy on reducing infectivity of HIV positive individuals in anal intercourses. The relationship between the HAART initiation and UAI was not significant and may be influenced by some social-demographic factors. Consistent condom use and education on safe sex among MSM are crucial.
Collapse
Affiliation(s)
- Ying Jiang
- Department of Clinical Sciences in Malmö, Faculty of Medicine, Lund University, Lund, Sweden.
| | - Shu Su
- School of public health and preventive medicine, Monash University, Melbourne, Australia
| | - Yan Borné
- Department of Clinical Sciences in Malmö, Faculty of Medicine, Lund University, Lund, Sweden
| |
Collapse
|
24
|
Wertheim JO, Oster AM, Switzer WM, Zhang C, Panneer N, Campbell E, Saduvala N, Johnson JA, Heneine W. Natural selection favoring more transmissible HIV detected in United States molecular transmission network. Nat Commun 2019; 10:5788. [PMID: 31857582 PMCID: PMC6923435 DOI: 10.1038/s41467-019-13723-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Accepted: 11/22/2019] [Indexed: 01/10/2023] Open
Abstract
HIV molecular epidemiology can identify clusters of individuals with elevated rates of HIV transmission. These variable transmission rates are primarily driven by host risk behavior; however, the effect of viral traits on variable transmission rates is poorly understood. Viral load, the concentration of HIV in blood, is a heritable viral trait that influences HIV infectiousness and disease progression. Here, we reconstruct HIV genetic transmission clusters using data from the United States National HIV Surveillance System and report that viruses in clusters, inferred to be frequently transmitted, have higher viral loads at diagnosis. Further, viral load is higher in people in larger clusters and with increased network connectivity, suggesting that HIV in the United States is experiencing natural selection to be more infectious and virulent. We also observe a concurrent increase in viral load at diagnosis over the last decade. This evolutionary trajectory may be slowed by prevention strategies prioritized toward rapidly growing transmission clusters.
Collapse
Affiliation(s)
- Joel O Wertheim
- Department of Medicine, University of California, San Diego, CA, USA.
| | - Alexandra M Oster
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - William M Switzer
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Chenhua Zhang
- ICF International, Atlanta, GA, USA
- SciMetrika LLC, Atlanta, GA, USA
| | - Nivedha Panneer
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Ellsworth Campbell
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Jeffrey A Johnson
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Walid Heneine
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| |
Collapse
|
25
|
Díaz NA, Ambrosioni J. HIV-1 primary infection and acute hepatitis A: Beware of co-infection! Enferm Infecc Microbiol Clin 2019; 38:345-347. [PMID: 31862116 DOI: 10.1016/j.eimc.2019.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Revised: 11/11/2019] [Accepted: 11/14/2019] [Indexed: 10/25/2022]
Affiliation(s)
- Natalia Anahí Díaz
- Infectious Diseases Service, Hospital Cesar Milstein, Buenos Aires, Argentina; Infectious Diseases Service, Hospital Clinic-IDIPABS, Barcelona, Spain
| | - Juan Ambrosioni
- Infectious Diseases Service, Hospital Clinic-IDIPABS, Barcelona, Spain.
| |
Collapse
|
26
|
Verhofstede C, Mortier V, Dauwe K, Callens S, Deblonde J, Dessilly G, Delforge ML, Fransen K, Sasse A, Stoffels K, Van Beckhoven D, Vanroye F, Vaira D, Vancutsem E, Van Laethem K. Exploring HIV-1 Transmission Dynamics by Combining Phylogenetic Analysis and Infection Timing. Viruses 2019; 11:v11121096. [PMID: 31779195 PMCID: PMC6950120 DOI: 10.3390/v11121096] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 11/21/2019] [Accepted: 11/22/2019] [Indexed: 12/12/2022] Open
Abstract
HIV-1 pol sequences obtained through baseline drug resistance testing of patients newly diagnosed between 2013 and 2017 were analyzed for genetic similarity. For 927 patients the information on genetic similarity was combined with demographic data and with information on the recency of infection. Overall, 48.3% of the patients were genetically linked with 11.4% belonging to a pair and 36.9% involved in a cluster of ≥3 members. The percentage of early diagnosed (≤4 months after infection) was 28.6%. Patients of Belgian origin were more frequently involved in transmission clusters (49.7% compared to 15.3%) and diagnosed earlier (37.4% compared to 12.2%) than patients of Sub-Saharan African origin. Of the infections reported to be locally acquired, 69.5% were linked (14.1% paired and 55.4% in a cluster). Equal parts of early and late diagnosed individuals (59.9% and 52.4%, respectively) were involved in clusters. The identification of a genetically linked individual for the majority of locally infected patients suggests a high rate of diagnosis in this population. Diagnosis however is often delayed for >4 months after infection increasing the opportunities for onward transmission. Prevention of local infection should focus on earlier diagnosis and protection of the still uninfected members of sexual networks with human immunodeficiency virus (HIV)-infected members.
Collapse
Affiliation(s)
- Chris Verhofstede
- Aids Reference Laboratory, Department of Diagnostic Sciences, Ghent University, 9000 Ghent, Belgium; (V.M.); (K.D.)
- Correspondence:
| | - Virginie Mortier
- Aids Reference Laboratory, Department of Diagnostic Sciences, Ghent University, 9000 Ghent, Belgium; (V.M.); (K.D.)
| | - Kenny Dauwe
- Aids Reference Laboratory, Department of Diagnostic Sciences, Ghent University, 9000 Ghent, Belgium; (V.M.); (K.D.)
| | - Steven Callens
- Aids Reference Center, Department of Internal Medicine, Ghent University Hospital, 9000 Ghent, Belgium;
| | - Jessika Deblonde
- Epidemiology of Infectious Diseases Unit, Scientific Institute of Public Health Sciensano, 1050 Brussels, Belgium; (J.D.); (A.S.); (D.V.B.)
| | - Géraldine Dessilly
- Aids Reference Laboratory, Medical Microbiology Unit, Université Catholique de Louvain, 1200 Brussels, Belgium;
| | - Marie-Luce Delforge
- Aids Reference Laboratory, Université Libre de Bruxelles, 1050 Brussels, Belgium;
| | - Katrien Fransen
- HIV/STD Reference Laboratory, Department of Clinical Sciences, Institute of Tropical Medicine, 2000 Antwerp, Belgium; (K.F.); (F.V.)
| | - André Sasse
- Epidemiology of Infectious Diseases Unit, Scientific Institute of Public Health Sciensano, 1050 Brussels, Belgium; (J.D.); (A.S.); (D.V.B.)
| | - Karolien Stoffels
- Aids Reference Laboratory, Centre Hospitalier Universitaire St. Pierre, 1000 Brussels, Belgium;
| | - Dominique Van Beckhoven
- Epidemiology of Infectious Diseases Unit, Scientific Institute of Public Health Sciensano, 1050 Brussels, Belgium; (J.D.); (A.S.); (D.V.B.)
| | - Fien Vanroye
- HIV/STD Reference Laboratory, Department of Clinical Sciences, Institute of Tropical Medicine, 2000 Antwerp, Belgium; (K.F.); (F.V.)
| | - Dolores Vaira
- Aids Reference Laboratory, Centre Hospitalier Universitaire de Liège, 4000 Liège, Belgium;
| | - Ellen Vancutsem
- Aids Reference Laboratory, Vrije Universiteit Brussel VUB, 1090 Brussels, Belgium;
| | - Kristel Van Laethem
- Aids Reference Laboratory, University Hospital Leuven, 3000 Leuven, Belgium;
- Rega Institute for Medical Research, Department of Microbiology, Immunology and Transplantation, KU Leuven, 3000 Leuven, Belgium
| |
Collapse
|
27
|
Mulhall BP, Wright S, Allen D, Brown K, Dickson B, Grotowski M, Jackson E, Petoumenos K, Read P, Read T, Russell D, Smith DJ, Templeton DJ, Fairley CK, Law MG. High rates of sexually transmissible infections in HIV-positive patients in the Australian HIV Observational Database: a prospective cohort study. Sex Health 2019; 11:291-7. [PMID: 25109880 DOI: 10.1071/sh13074] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2013] [Accepted: 05/19/2014] [Indexed: 01/24/2023]
Abstract
UNLABELLED Background In HIV-positive people, sexually transmissible infections (STIs) probably increase the infectiousness of HIV. METHODS In 2010, we established a cohort of individuals (n=554) from clinics in the Australian HIV Observational Database (AHOD). We calculated retrospective rates for four STIs for 2005-10 and prospective incidence rates for 2010-11. RESULTS At baseline (2010), patient characteristics were similar to the rest of AHOD. Overall incidence was 12.5 per 100 person-years. Chlamydial infections increased from 3.4 per 100 person-years (95% confidence interval (CI): 1.9-5.7) in 2005 to 6.7 per 100 person-years (95% CI: 4.5-9.5) in 2011, peaking in 2010 (8.1 per 100 person-years; 95% CI: 5.6-11.2). Cases were distributed among rectal (61.9%), urethral (34%) and pharyngeal (6.3%) sites. Gonococcal infections increased, peaking in 2010 (4.7 per 100 person-years; 95% CI: 5.6-11.2; Ptrend=0.0099), distributed among rectal (63.9%), urethral (27.9%) and pharyngeal (14.8%) sites. Syphilis showed several peaks, the largest in 2008 (5.3 per 100 person-years; 95% CI: 3.3-8.0); the overall trend was not significant (P=0.113). Genital warts declined from 7.5 per 100 person-years (95% CI: 4.8-11.3) in 2005 to 2.4 per 100 person-years (95% CI: 1.1-4.5) in 2011 (Ptrend=0.0016). CONCLUSIONS For chlamydial and gonococcal infections, incidence was higher than previous Australian estimates among HIV-infected men who have sex with men, increasing during 2005-2011. Rectal infections outnumbered infections at other sites. Syphilis incidence remained high but did not increase; that of genital warts was lower and decreased.
Collapse
Affiliation(s)
- Brian P Mulhall
- The Kirby Institute for Infection and Immunity in Society, Wallace Wurth Building, University of New South Wales, Sydney, NSW 2052, Australia
| | - Stephen Wright
- The Kirby Institute for Infection and Immunity in Society, Wallace Wurth Building, University of New South Wales, Sydney, NSW 2052, Australia
| | - Debbie Allen
- Holden Street Sexual Health Clinic, PO Box 361, Gosford, NSW 2250, Australia
| | | | | | - Miriam Grotowski
- Clinic 468, Tamworth Sexual Health, Hunter New England Area Health Service, NSW 2340, Australia
| | - Eva Jackson
- Nepean/Blue Mountains Sexual Health, Nepean Hospital, Kingswood NSW 2747, Australia
| | - Kathy Petoumenos
- The Kirby Institute for Infection and Immunity in Society, Wallace Wurth Building, University of New South Wales, Sydney, NSW 2052, Australia
| | - Phillip Read
- The Kirby Institute for Infection and Immunity in Society, Wallace Wurth Building, University of New South Wales, Sydney, NSW 2052, Australia
| | - Timothy Read
- Melbourne Sexual Health Centre, Alfred Hospital, Prahran, Vic. 3181, Australia
| | - Darren Russell
- Cairns Sexual Health Service, PO Box 902, Cairns, Qld 4214, Australia
| | - David J Smith
- Lismore Sexual Health Services, 4 Shepherd Lane, Lismore, NSW 2480, Australia
| | - David J Templeton
- The Kirby Institute for Infection and Immunity in Society, Wallace Wurth Building, University of New South Wales, Sydney, NSW 2052, Australia
| | | | - Matthew G Law
- The Kirby Institute for Infection and Immunity in Society, Wallace Wurth Building, University of New South Wales, Sydney, NSW 2052, Australia
| |
Collapse
|
28
|
Mugo PM, Agutu CA, Wahome E, Juma M, Nzioka J, Mohamed K, Mumba T, Shally M, Fauz I, Omar A, Rinke de Wit TF, van der Elst EM, Graham SM, Sanders EJ. Trends and predictors of new HIV diagnosis and time since last test at testing encounters among adults in Kilifi, Kenya, 2006-2017. Wellcome Open Res 2019; 4:127. [PMID: 33884308 PMCID: PMC8042516 DOI: 10.12688/wellcomeopenres.15401.1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/14/2019] [Indexed: 11/12/2023] Open
Abstract
Background: Little is known about HIV retesting uptake among key populations (KP) and general populations (GP) in Kenya. We assessed trends and predictors of new HIV diagnosis, first-time testing (FTT), and late retesting (previous test more than one year ago for GP or three months for KP). Methods: Data was collected routinely at three voluntary counselling and testing (VCT) centres in Kilifi County between 2006 and 2017. We analysed test encounters among adults 18-39 years, categorized as GP men, GP women, men who have sex with men (MSM), and female sex workers (FSW). Results: Based on 25,670 test encounters (32% FTT), we observed significant declines in HIV positivity (proportion of encounters with a new HIV diagnosis) among GP men, GP women, and first-time testers, but not among MSM and FSW. FTT and late retesting decreased for both GP and KP, but remained much higher in KP than GP. In 2017, less than 20% of KP were testing quarterly as recommended. HIV positivity was higher at FTT and late retesting encounters (relative to on-time retesting); at FSW and MSM encounters; and at encounters with clients reporting lower educational attainment, sexually transmitted infection (STI) symptoms, or no religious affiliation. HIV positivity was lower in GP men and younger clients. FTT was associated with town, risk group, age 18-24 years, never-married status, low educational attainment, and STI symptoms. Late retesting was less common among encounters with GP individuals who were never married, had Muslim or no religious affiliation, had lower educational attainment, or reported STI symptoms. Conclusions: New HIV diagnoses were most common among first-time testers and late re-testers. While late retesting decreased steadily over the period reviewed, achievement of the county's 90% HIV diagnosis target will require redoubled efforts to increase retesting among the most at risk populations.
Collapse
Affiliation(s)
- Peter M. Mugo
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Clara A. Agutu
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Elizabeth Wahome
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Margaret Juma
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Joseph Nzioka
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Khamisi Mohamed
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Teresia Mumba
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Mahmoud Shally
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | | | | | - Tobias F. Rinke de Wit
- Amsterdam Institute for Global Health and Development (AIGHD), Department of Global Health, University of Amsterdam, Amsterdam, The Netherlands
| | - Elise M. van der Elst
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
| | - Susan M. Graham
- Departments of Global Health, Medicine, and Epidemiology, University of Washington, Seattle, WA, USA
| | - Eduard J. Sanders
- Kenya Medical Research Institute (KEMRI) -Wellcome Trust Research Programme, Kilifi, Kenya
- Amsterdam Institute for Global Health and Development (AIGHD), Department of Global Health, University of Amsterdam, Amsterdam, The Netherlands
- Nuffield Department of Medicine, University of Oxford, Headington, UK
| |
Collapse
|
29
|
De Boni RB, Veloso VG, Fernandes NM, Lessa F, Corrêa RG, Lima RDS, Cruz M, Oliveira J, Nogueira SM, de Jesus B, Reis T, Lentini N, Miranda RL, Bingham T, Johnson CC, Barbosa Junior A, Grinsztejn B. An Internet-Based HIV Self-Testing Program to Increase HIV Testing Uptake Among Men Who Have Sex With Men in Brazil: Descriptive Cross-Sectional Analysis. J Med Internet Res 2019; 21:e14145. [PMID: 31373276 PMCID: PMC6694730 DOI: 10.2196/14145] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 06/25/2019] [Accepted: 06/27/2019] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Approximately 30% of people living with HIV worldwide are estimated to be unaware of their infection. HIV self-testing (HIVST) is a strategy recommended by the World Health Organization to increase access to and uptake of testing among key populations who are at high risk for HIV infection. OBJECTIVE This study aimed to describe the development and feasibility of a free, anonymous, internet-based HIVST strategy designed for men who have sex with men in Curitiba, Brazil (electronic testing [e-testing]). METHODS The project was developed under the scope of the "A Hora é Agora" (The Time is Now) program. Individuals aiming to request an HIVST package (two tests each) answered an anonymous 5-minute questionnaire regarding inclusion criteria and sexual risk behavior. Eligible individuals could receive one package every 6 months for free. Website analytics, response to online questionnaires, package distribution, and return of test results were monitored via a platform-integrated system. RESULTS Between February 2015 and January 2016, the website documented 17,786 unique visitors and 3218 completed online questionnaires. Most individuals self-reported being white (77.0%), young (median age: 25 years, interquartile range: 22-31 years), educated (87.3% completed secondary education or more), and previously tested for HIV (62.5%). Overall, 2526 HIVST packages were delivered; of those, 542 (21.4%) reported a result online or by mail (23 reactive and 11 invalid). During the study period, 37 individuals who reported using e-testing visited the prespecified health facility for confirmatory testing (30 positive, 7 negative). CONCLUSIONS E-testing proved highly feasible and acceptable in this study, thus supporting scale-up to additional centers for men who have sex with men in Brazil.
Collapse
Affiliation(s)
- Raquel Brandini De Boni
- Instituto Nacional de Infectologia Evandro Chagas, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | | | - Nilo Martinez Fernandes
- Instituto Nacional de Infectologia Evandro Chagas, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Flavia Lessa
- Instituto Nacional de Infectologia Evandro Chagas, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Renato Girade Corrêa
- National Department of STI, AIDS, and Viral Hepatitis, Ministry of Health, Brailia, Brazil
| | - Renato De Souza Lima
- National Department of STI, AIDS, and Viral Hepatitis, Ministry of Health, Brailia, Brazil
| | - Marly Cruz
- Escola Nacional de Saúde Pública, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | | | | | - Beto de Jesus
- Escola Nacional de Saúde Pública, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | | | - Nena Lentini
- Centers for Disease Control and Prevention-Brazil, Brasilia, Brazil
| | | | - Trista Bingham
- Division of Global HIV & TB, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | | | | | - Beatriz Grinsztejn
- Instituto Nacional de Infectologia Evandro Chagas, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| |
Collapse
|
30
|
E157Q integrase strand-transfer inhibitor substitution in patients with acute/recent HIV infection. AIDS 2019; 33:1613-1617. [PMID: 31090546 DOI: 10.1097/qad.0000000000002243] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Integrase strand-transfer inhibitor (InSTI)-based regimens are the preferred combinations for naïve HIV-infected individuals. Polymorphic substitutions that reduce InSTIs activity have been described, with E157Q being one of the most frequently found. This study aimed to evaluate the prevalence of E157Q substitution in newly diagnosed acute/recent HIV cases and the presence of transmission clusters. DESIGN Prospective cohort study in patients with acute/recent HIV infection. METHODS Genotypic drug resistance tests were performed in all consecutive patients prospectively enrolled with a documented infection of less than 6 months from May 2015 to May 2017. Sequences were obtained by ultra-deep sequencing. Phylogenetic inferences were performed using maximum likelihood trees constructed with Mega 6.06. Bootstrap values of 75% or greater were defined for cluster assignment. Follow-up was, at least, 1 year. RESULTS In six out of 67 consecutive patients (8.95%, 95% confidence interval 4.17-18.19) with acute/recent HIV infection, strains carrying the E157Q InSTI substitution were detected. All cases were MSM patients infected with subtype B strains. No other resistance substitutions were detected in these cases. Median viral load was 5.33 (interquartile range: 4.54-5.71) log10 copies/ml and, in all cases, the mutational viral load was high (>95%). Three cases were included in transmission clusters. Three cases responded to dolutegravir-based regimens; nonnucleoside reverse transcriptase inhibitor-based regimens were used for the other case(s). CONCLUSION E157Q substitution, reducing raltegravir and elvitegravir activity, was frequently found in acute/recent HIV cases. All cases were infected with subtype B, and some were included in clusters. Cases treated with dolutegravir-based regimens had good virological response.
Collapse
|
31
|
Ragonnet-Cronin M, Hué S, Hodcroft EB, Tostevin A, Dunn D, Fawcett T, Pozniak A, Brown AE, Delpech V, Brown AJL. Non-disclosed men who have sex with men in UK HIV transmission networks: phylogenetic analysis of surveillance data. Lancet HIV 2019; 5:e309-e316. [PMID: 29893244 DOI: 10.1016/s2352-3018(18)30062-6] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Revised: 03/23/2018] [Accepted: 03/27/2018] [Indexed: 11/18/2022]
Abstract
BACKGROUND Patients who do not disclose their sexuality, including men who do not disclose same-sex behaviour, are difficult to characterise through traditional epidemiological approaches such as interviews. Using a recently developed method to detect large networks of viral sequences from time-resolved trees, we localised non-disclosed men who have sex with men (MSM) in UK transmission networks, gaining crucial insight into the behaviour of this group. METHODS For this phylogenetic analysis, we obtained HIV pol sequences from the UK HIV Drug Resistance Database (UKRDB), a central repository for resistance tests done as part of routine clinical care throughout the UK. Sequence data are linked to demographic and clinical data held by the UK Collaborative HIV Cohort study and the national HIV/AIDS reporting system database. Initially, we reconstructed maximum likelihood phylogenies from these sequences, then sequences were selected for time-resolved analysis in BEAST if they were clustered with at least one other sequence at a genetic distance of 4·5% or less with support of at least 90%. We used time-resolved phylogenies to create networks by linking together nodes if sequences shared a common ancestor within the previous 5 years. We identified potential non-disclosed MSM (pnMSM), defined as self-reported heterosexual men who clustered only with men. We measured the network position of pnMSM, including betweenness (a measure of connectedness and importance) and assortativity (the propensity for nodes sharing attributes to link). FINDINGS 14 405 individuals were in the network, including 8452 MSM, 1743 heterosexual women and 1341 heterosexual men. 249 pnMSM were identified (18·6% of all clustered heterosexual men) in the network. pnMSM were more likely to be black African (p<0·0001), less likely to be infected with subtype B (p=0·006), and were slightly older (p=0·002) than the MSM they clustered with. Mean betweenness centrality was lower for pnMSM than for MSM (1·31, 95% CI 0·48-2·15 in pnMSM vs 2·24, 0·98-3·51 in MSM; p=0·002), indicating that pnMSM were in peripheral positions in MSM clusters. Assortativity by risk group was higher than expected (0·037 vs -0·037, p=0·01) signifying that pnMSM were linked to each other. We found that self-reported heterosexual men were more likely to link MSM and heterosexual women than heterosexual women were to link MSM and heterosexual men (Fisher's exact test p=0·0004; OR 2·24) but the number of such transmission chains was small (only 54 in total vs 32 in women). INTERPRETATION pnMSM are a subgroup distinct from both MSM and from heterosexual men. They are more likely to choose sexual partners who are also pnMSM and might exhibit lower-risk sexual behaviour than MSM (eg, choosing low-risk partners or consistently using condoms). Heterosexual men are the group most likely to be diagnosed with late-stage disease (ie, low CD4 counts) and non-disclosed MSM might put female partners at higher risk than heterosexual men because non-disclosed MSM have male partners. Hence, pnMSM require specific consideration to ensure they are included in public health interventions. FUNDING National Institutes of Health.
Collapse
Affiliation(s)
| | - Stéphane Hué
- Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - Emma B Hodcroft
- Institute of Evolutionary Biology, Ashworth Laboratories, University of Edinburgh, Edinburgh, UK
| | - Anna Tostevin
- Institute for Global Health, University College London, London, UK
| | - David Dunn
- Institute for Global Health, University College London, London, UK
| | - Tracy Fawcett
- Virology, Old Medical School, Leeds General Infirmary, Leeds, UK
| | | | | | | | - Andrew J Leigh Brown
- Institute of Evolutionary Biology, Ashworth Laboratories, University of Edinburgh, Edinburgh, UK
| |
Collapse
|
32
|
Delgado E, Benito S, Montero V, Cuevas MT, Fernández-García A, Sánchez-Martínez M, García-Bodas E, Díez-Fuertes F, Gil H, Cañada J, Carrera C, Martínez-López J, Sintes M, Pérez-Álvarez L, Thomson MM. Diverse Large HIV-1 Non-subtype B Clusters Are Spreading Among Men Who Have Sex With Men in Spain. Front Microbiol 2019; 10:655. [PMID: 31001231 PMCID: PMC6457325 DOI: 10.3389/fmicb.2019.00655] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2018] [Accepted: 03/15/2019] [Indexed: 11/23/2022] Open
Abstract
In Western Europe, the HIV-1 epidemic among men who have sex with men (MSM) is dominated by subtype B. However, recently, other genetic forms have been reported to circulate in this population, as evidenced by their grouping in clusters predominantly comprising European individuals. Here we describe four large HIV-1 non-subtype B clusters spreading among MSM in Spain. Samples were collected in 9 regions. A pol fragment was amplified from plasma RNA or blood-extracted DNA. Phylogenetic analyses were performed via maximum likelihood, including database sequences of the same genetic forms as the identified clusters. Times and locations of the most recent common ancestors (MRCA) of clusters were estimated with a Bayesian method. Five large non-subtype B clusters associated with MSM were identified. The largest one, of F1 subtype, was reported previously. The other four were of CRF02_AG (CRF02_1; n = 115) and subtypes A1 (A1_1; n = 66), F1 (F1_3; n = 36), and C (C_7; n = 17). Most individuals belonging to them had been diagnosed of HIV-1 infection in the last 10 years. Each cluster comprised viruses from 3 to 8 Spanish regions and also comprised or was related to viruses from other countries: CRF02_1 comprised a Japanese subcluster and viruses from 8 other countries from Western Europe, Asia, and South America; A1_1 comprised viruses from Portugal, United Kingom, and United States, and was related to the A1 strain circulating in Greece, Albania and Cyprus; F1_3 was related to viruses from Romania; and C_7 comprised viruses from Portugal and was related to a virus from Mozambique. A subcluster within CRF02_1 was associated with heterosexual transmission. Near full-length genomes of each cluster were of uniform genetic form. Times of MRCAs of CRF02_1, A1_1, F1_3, and C_7 were estimated around 1986, 1989, 2013, and 1983, respectively. MRCA locations for CRF02_1 and A1_1 were uncertain (however initial expansions in Spain in Madrid and Vigo, respectively, were estimated) and were most probable in Bilbao, Spain, for F1_3 and Portugal for C_7. These results show that the HIV-1 epidemic among MSM in Spain is becoming increasingly diverse through the expansion of diverse non-subtype B clusters, comprising or related to viruses circulating in other countries.
Collapse
Affiliation(s)
- Elena Delgado
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Sonia Benito
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Vanessa Montero
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - María Teresa Cuevas
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Aurora Fernández-García
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain.,CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Mónica Sánchez-Martínez
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Elena García-Bodas
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Francisco Díez-Fuertes
- AIDS Immunopathogenesis Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Horacio Gil
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain.,European Program for Public Health Microbiology Training, European Centre for Disease Prevention and Control, Stockholm, Sweden
| | - Javier Cañada
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Cristina Carrera
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Jesús Martínez-López
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Marcos Sintes
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Lucía Pérez-Álvarez
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Michael M Thomson
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | | |
Collapse
|
33
|
Wertheim JO, Murrell B, Mehta SR, Forgione LA, Kosakovsky Pond SL, Smith DM, Torian LV. Growth of HIV-1 Molecular Transmission Clusters in New York City. J Infect Dis 2018; 218:1943-1953. [PMID: 30010850 PMCID: PMC6217720 DOI: 10.1093/infdis/jiy431] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Accepted: 07/10/2018] [Indexed: 11/12/2022] Open
Abstract
Background HIV-1 genetic sequences can be used to infer viral transmission history and dynamics. Throughout the United States, HIV-1 sequences from drug resistance testing are reported to local public health departments. Methods We investigated whether inferred HIV transmission network dynamics can identify individuals and clusters of individuals most likely to give rise to future HIV cases in a surveillance setting. We used HIV-TRACE, a genetic distance-based clustering tool, to infer molecular transmission clusters from HIV-1 pro/RT sequences from 65736 people in the New York City surveillance registry. Logistic and LASSO regression analyses were used to identify correlates of clustering and cluster growth, respectively. We performed retrospective transmission network analyses to evaluate individual- and cluster-level prioritization schemes for identifying parts of the network most likely to give rise to new cases in the subsequent year. Results Individual-level prioritization schemes predicted network growth better than random targeting. Across the 3600 inferred molecular transmission clusters, previous growth dynamics were superior predictors of future transmission cluster growth compared to individual-level prediction schemes. Cluster-level prioritization schemes considering previous cluster growth relative to cluster size further improved network growth predictions. Conclusions Prevention efforts based on HIV molecular epidemiology may improve public health outcomes in a US surveillance setting.
Collapse
Affiliation(s)
| | - Ben Murrell
- Department of Medicine, University of California, San Diego
| | - Sanjay R Mehta
- Department of Medicine, University of California, San Diego
- Veterans Affairs Healthcare System San Diego, California
| | - Lisa A Forgione
- New York City Department of Health and Mental Hygiene, New York
| | | | - Davey M Smith
- Department of Medicine, University of California, San Diego
- Veterans Affairs Healthcare System San Diego, California
| | - Lucia V Torian
- New York City Department of Health and Mental Hygiene, New York
| |
Collapse
|
34
|
Impact of worker emigration on HIV epidemics in labour export areas: a molecular epidemiology investigation in Guangyuan, China. Sci Rep 2018; 8:16046. [PMID: 30375405 PMCID: PMC6207672 DOI: 10.1038/s41598-018-33996-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 10/10/2018] [Indexed: 11/14/2022] Open
Abstract
We aimed to investigate the molecular epidemic characteristics and viral transmission patterns of HIV-1 in a typical labor export area, Guangyuan city, China. Based on conducting phylogenetic trees and molecular transmission networks, a phylogenetic analysis was performed on HIV-1 pol sequences obtained from 211 migrant-history workers, 83 non-migrant-history individuals, and 21 migrant-history unknown individuals between January, 2012 and February, 2017 in Guangyuan city. Phylogenetic analysis revealed that CRF07_BC (48.3%, n = 152) and CRF01_AE (33.3%, n = 105) were the dominant strains in Guangyuan city, and circulated by multiple lineages with various epidemic characteristics. Geographic network analysis showed that Guangyuan city-related sequences with 20.3% CRF07_BC and 28.3% CRF01_AE were linked to that of other provinces, compared to that with 1.7% CRF07_BC and 5.0% CRF01_AE in cities of Sichuan. Molecular transmission network analysis further illustrated that migrant-history workers linked more sequences from other provinces than non-migrant-history individuals in both CRF07_BC (29.3% versus 0.0%, P = 0.013) and CRF01_AE (40.5% versus 10.0%, P = 0.001) networks. Our results highlighted that migrant-history workers in recent year played a vital role in fueling HIV-1 epidemic in Guangyuan city. Molecular transmission network analysis could be a useful approach for disclosing the transmission mechanism of HIV, which should be used in prevention and intervention efforts.
Collapse
|
35
|
Veronese V, Oo ZM, Thein ZW, Draper B, Aung PP, Ryan C, Thant M, Hughes C, Stoové M. Characteristics of men who have sex with men and transgender women in Myanmar who test frequently for HIV. JOURNAL OF GLOBAL HEALTH REPORTS 2018. [DOI: 10.29392/joghr.2.e2018040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
|
36
|
Transmission dynamics among participants initiating antiretroviral therapy upon diagnosis of early acute HIV-1 infection in Thailand. AIDS 2018; 32:2373-2381. [PMID: 30096068 DOI: 10.1097/qad.0000000000001956] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To assess transmission characteristics in a predominantly MSM cohort initiating antiretroviral therapy (ART) immediately following diagnosis of acute HIV-1infection (AHI). METHODS A longitudinal study (2009-2017) was performed in participants with AHI (n = 439) attending a single clinic in Bangkok. Plasma samples obtained prior to ART were used to obtain HIV-1 pol sequences and combined with clinical and epidemiologic data to assess transmission dynamics (cluster formation and size) using phylogenetic analysis. Clusters were estimated using maximum likelihood, genetic distance of 1.5% and visual inspection. The potential transmitter(s) in a cluster was determined using time to viral suppression and interview data. RESULTS The cohort was predominantly MSM (93%) and infected with HIV-1 CRF01_AE (87%). Medians (ranges) for age and viral load prior to ART were 26 (18-70) years and 5.9 (2.5-8.2) log10 HIV-1 RNA copies/ml. Median time from history of HIV-1 exposure to diagnosis was 19 (3-61) days. Viral suppression was observed in 388 of 412 (94%) participants at a median time of 12 weeks following ART. Twenty-six clusters with median cluster size of 2 (2-5) representing 62 of 439 (14%) participants were observed. Younger age was associated with cluster formation: median 28 versus 30 years for unique infections (P = 0.01). A potential transmitter was identified in 11 of 26 (42%) clusters. CONCLUSION Despite high rates of viral suppression following diagnosis and treatment of AHI within a cohort of young Thai MSM, HIV-1 transmission continued, reflecting the need to expand awareness and treatment access to the entire MSM population.
Collapse
|
37
|
Churchill D, Waters L, Ahmed N, Angus B, Boffito M, Bower M, Dunn D, Edwards S, Emerson C, Fidler S, Fisher M, Horne R, Khoo S, Leen C, Mackie N, Marshall N, Monteiro F, Nelson M, Orkin C, Palfreeman A, Pett S, Phillips A, Post F, Pozniak A, Reeves I, Sabin C, Trevelion R, Walsh J, Wilkins E, Williams I, Winston A. British HIV Association guidelines for the treatment of HIV-1-positive adults with antiretroviral therapy 2015. HIV Med 2018; 17 Suppl 4:s2-s104. [PMID: 27568911 DOI: 10.1111/hiv.12426] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
| | | | | | | | | | - Mark Bower
- Chelsea and Westminster Hospital, London, UK
| | | | - Simon Edwards
- Central and North West London NHS Foundation Trust, UK
| | | | - Sarah Fidler
- Imperial College School of Medicine at St Mary's, London, UK
| | | | | | | | | | | | | | | | - Mark Nelson
- Chelsea and Westminster Hospital NHS Foundation Trust, London, UK
| | | | | | | | | | | | - Anton Pozniak
- Chelsea and Westminster Hospital NHS Foundation Trust, London, UK
| | | | - Caroline Sabin
- Royal Free and University College Medical School, London, UK
| | | | - John Walsh
- Imperial College Healthcare NHS Trust, London, UK
| | | | - Ian Williams
- Royal Free and University College Medical School, London, UK
| | | |
Collapse
|
38
|
Gamarel KE, Nichols S, Kahler CW, Westfall AO, Lally MA, Wilson CM. A cross-sectional study examining associations between substance use frequency, problematic use and STIs among youth living with HIV. Sex Transm Infect 2018; 94:304-308. [PMID: 29180537 PMCID: PMC6002747 DOI: 10.1136/sextrans-2017-053334] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 10/04/2017] [Accepted: 11/04/2017] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES This study sought to examine the prevalence of STIs and whether substance use frequency and/or problematic use-specifically alcohol, marijuana and other drugs-was associated with having an STI diagnosis among youth living with HIV (YLWH) METHODS: A sample of 823 YLWH were recruited at 14 adolescent HIV clinics through the Adolescent Medicine Trials Network for HIV Interventions. Study staff abstracted STI data from medical records for up to 26 weeks prior to participants' completing a cross-sectional survey including the ASSIST (Alcohol, Smoking and Substance Involvement Screening Test), which measures substance use frequency and consequences. RESULTS Almost one-third of youth had been diagnosed with an STI (30.5%) at the time of their baseline assessment. In multivariable analyses, those who engaged in weekly or greater marijuana use (adjusted OR (AOR)=10.66, 95% CI: 4.39 to 25.87, P<0.001) had an increased odds of being diagnosed with an STI. Additionally, youth who met alcohol use criteria for moderate (AOR=5.23, 95% CI: 2.50 to 10.93, P<0.001) and high risk (AOR=6.53, 95% CI: 1.20 to 35.68, P<0.05) alcohol use had an increased odds of being diagnosed with an STI compared with low-risk alcohol users. CONCLUSIONS Study findings underscore the need to investigate the role of greater frequency of marijuana use and problematic alcohol use in STI incidence among YLWH. Given the associations between both substance use frequency and problematic use in STI diagnoses among YLWH seen in HIV care settings, clinicians should use validated substance use screening tools which capture both frequencies and consequences in order to identify YLWH who may need further evaluation and treatment.
Collapse
Affiliation(s)
- Kristi E. Gamarel
- Department of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor, MI USA
| | - Sharon Nichols
- Department of Medicine, University of California, San Diego, CA USA
| | - Christopher W. Kahler
- Center for Alcohol & Addiction Studies and Department of Behavioral and Social Science, Brown University School of Public Health, Providence, RI USA
| | | | - Michelle A. Lally
- Lifespan Hospital System, Providence, RI USA
- Alpert Medical School, Brown University, Providence, RI USA
| | - Craig M. Wilson
- Department of Epidemiology, University of Alabama at Birmingham, USA
| |
Collapse
|
39
|
Fischer S, Freuling CM, Müller T, Pfaff F, Bodenhofer U, Höper D, Fischer M, Marston DA, Fooks AR, Mettenleiter TC, Conraths FJ, Homeier-Bachmann T. Defining objective clusters for rabies virus sequences using affinity propagation clustering. PLoS Negl Trop Dis 2018; 12:e0006182. [PMID: 29357361 PMCID: PMC5794188 DOI: 10.1371/journal.pntd.0006182] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Revised: 02/01/2018] [Accepted: 12/19/2017] [Indexed: 11/18/2022] Open
Abstract
Rabies is caused by lyssaviruses, and is one of the oldest known zoonoses. In recent years, more than 21,000 nucleotide sequences of rabies viruses (RABV), from the prototype species rabies lyssavirus, have been deposited in public databases. Subsequent phylogenetic analyses in combination with metadata suggest geographic distributions of RABV. However, these analyses somewhat experience technical difficulties in defining verifiable criteria for cluster allocations in phylogenetic trees inviting for a more rational approach. Therefore, we applied a relatively new mathematical clustering algorythm named ‘affinity propagation clustering’ (AP) to propose a standardized sub-species classification utilizing full-genome RABV sequences. Because AP has the advantage that it is computationally fast and works for any meaningful measure of similarity between data samples, it has previously been applied successfully in bioinformatics, for analysis of microarray and gene expression data, however, cluster analysis of sequences is still in its infancy. Existing (516) and original (46) full genome RABV sequences were used to demonstrate the application of AP for RABV clustering. On a global scale, AP proposed four clusters, i.e. New World cluster, Arctic/Arctic-like, Cosmopolitan, and Asian as previously assigned by phylogenetic studies. By combining AP with established phylogenetic analyses, it is possible to resolve phylogenetic relationships between verifiably determined clusters and sequences. This workflow will be useful in confirming cluster distributions in a uniform transparent manner, not only for RABV, but also for other comparative sequence analyses. Rabies is one of the oldest known zoonoses, caused by lyssaviruses. In recent years, more than 21,000 nucleotide sequences for rabies viruses (RABV) have been deposited in public databases. In this study, a novel mathematical approach called affinity propagation (AP) clustering, a highly powerful tool, to verifiably divide full genome RABV sequences into genetic clusters, was used. A panel of existing and novel RABV full genome sequences was used to demonstrate the application of AP for RABV clustering. Using a combination of AP with established phylogenetic analyses is useful in resolving phylogenetic relationships between more objectively determined clusters and sequences. This workflow will help to substantiate a transparent cluster distribution, not only for RABV, but also for other comparative sequence analyses.
Collapse
Affiliation(s)
- Susanne Fischer
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Institute of Epidemiology, Greifswald-Insel Riems, Germany
| | - Conrad M. Freuling
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Institute of Molecular Virology and Cell Biology, OIE Reference Laboratory for Rabies, WHO Collaborating Centre for Rabies Surveillance and Research, Greifswald-Insel Riems, Germany
| | - Thomas Müller
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Institute of Molecular Virology and Cell Biology, OIE Reference Laboratory for Rabies, WHO Collaborating Centre for Rabies Surveillance and Research, Greifswald-Insel Riems, Germany
- * E-mail:
| | - Florian Pfaff
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Institute of Diagnostic Virology, Greifswald-Insel Riems, Germany
| | - Ulrich Bodenhofer
- Institute of Bioinformatics, Johannes Kepler University Linz, Linz, Austria
| | - Dirk Höper
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Institute of Molecular Virology and Cell Biology, OIE Reference Laboratory for Rabies, WHO Collaborating Centre for Rabies Surveillance and Research, Greifswald-Insel Riems, Germany
| | - Mareike Fischer
- Institute of Mathematics and Computer Science, University Greifswald, Greifswald, Germany
| | - Denise A. Marston
- Wildlife Zoonoses and Vector-Borne Diseases Research Group, Animal and Plant Health Agency (APHA), OIE Reference Laboratory for Rabies, WHO Collaborating Centre for Characterization of Lyssaviruses, Weybridge, United Kingdom
| | - Anthony R. Fooks
- Wildlife Zoonoses and Vector-Borne Diseases Research Group, Animal and Plant Health Agency (APHA), OIE Reference Laboratory for Rabies, WHO Collaborating Centre for Characterization of Lyssaviruses, Weybridge, United Kingdom
| | - Thomas C. Mettenleiter
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Institute of Molecular Virology and Cell Biology, OIE Reference Laboratory for Rabies, WHO Collaborating Centre for Rabies Surveillance and Research, Greifswald-Insel Riems, Germany
| | - Franz J. Conraths
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Institute of Epidemiology, Greifswald-Insel Riems, Germany
| | - Timo Homeier-Bachmann
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Institute of Epidemiology, Greifswald-Insel Riems, Germany
| |
Collapse
|
40
|
Clutterbuck D, Asboe D, Barber T, Emerson C, Field N, Gibson S, Hughes G, Jones R, Murchie M, Nori AV, Rayment M, Sullivan A. 2016 United Kingdom national guideline on the sexual health care of men who have sex with men. Int J STD AIDS 2018:956462417746897. [PMID: 29334885 DOI: 10.1177/0956462417746897] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
This guideline is intended for use in UK Genitourinary medicine clinics and sexual health services but is likely to be of relevance in all sexual health settings, including general practice and Contraception and Sexual Health (CASH) services, where men who have sex with men (MSM) seek sexual health care or where addressing the sexual health needs of MSM may have public health benefits. For the purposes of this document, MSM includes all gay, bisexual and all other males who have sex with other males and both cis and trans men. This document does not provide guidance on the treatment of particular conditions where this is covered in other British Association for Sexual Health and HIV (BASHH) Guidelines but outlines best practice in multiple aspects of the sexual health care of MSM. Where prevention of sexually transmitted infections including HIV can be addressed as an integral part of clinical care, this is consistent with the concept of combination prevention and is included. The document is designed primarily to provide guidance on the direct clinical care of MSM but also makes reference to the design and delivery of services with the aim of supporting clinicians and commissioners in providing effective services. Methodology This document was produced in accordance with the guidance set out in the BASHH CEG's document 'Framework for guideline development and assessment' published in 2010 at http://www.bashh.org/guidelines and with reference to the Agree II instrument. Following the production of the updated framework in April 2015, the GRADE system for assessing evidence was adopted and the draft recommendations were regraded. Search strategy (see also Appendix 1) Ovid Medline 1946 to December 2014, Medline daily update, Embase 1974 to December 2014, Pubmed NeLH Guidelines Database, Cochrane library from 2000 to December 2014. Search language English only. The search for Section 3 was conducted on PubMed to December 2014. Priority was given to peer-reviewed papers published in scientific journals, although for many issues evidence includes conference abstracts listed on the Embase database. In addition, for 'Identification of problematic recreational drug and alcohol use' section and 'Sexual problems and dysfunctions in MSM' section, searches included PsycINFO. Methods Article titles and abstracts were reviewed and if relevant the full text article was obtained. Priority was given to randomised controlled trial and systematic review evidence, and recommendations made and graded on the basis of best available evidence. Piloting and feedback The first draft of the guideline was circulated to the writing group and to a small group of relevant experts, third sector partners and patient representatives who were invited to comment on the whole document and specifically on particular sections. The revised draft was reviewed by the CEG and then reviewed by the BASHH patient/public panel and posted on the BASHH website for public consultation. The final draft was piloted before publication. Guideline update The guidelines will be reviewed and revised in five years' time, 2022.
Collapse
Affiliation(s)
| | - David Asboe
- 2 Chelsea and Westminster Healthcare NHS Foundation Trust, London, UK
| | - Tristan Barber
- 2 Chelsea and Westminster Healthcare NHS Foundation Trust, London, UK
| | | | - Nigel Field
- 4 Public Health England, London, UK
- 5 University College London, London, UK
| | | | | | - Rachael Jones
- 2 Chelsea and Westminster Healthcare NHS Foundation Trust, London, UK
| | | | - Achyuta V Nori
- 8 8945 Guy's and St Thomas' NHS Foundation Trust , London, UK
| | - Michael Rayment
- 2 Chelsea and Westminster Healthcare NHS Foundation Trust, London, UK
| | - Ann Sullivan
- 9 BASHH CEG, BASHH 2017 Registered Office, Macclesfield, UK
| |
Collapse
|
41
|
Zhukova A, Cutino-Moguel T, Gascuel O, Pillay D. The Role of Phylogenetics as a Tool to Predict the Spread of Resistance. J Infect Dis 2017; 216:S820-S823. [PMID: 29029155 DOI: 10.1093/infdis/jix411] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Drug resistance mutations emerge in genetic sequences of HIV through drug-selective pressure. Drug resistance can be transmitted. In this review we discuss phylogenetic methods used to study the emergence of drug resistance and the spread of resistant viruses.
Collapse
Affiliation(s)
- Anna Zhukova
- Unité Bioinformatique Evolutive, Centre de Bioinformatique, Biostatistique et Biologie Intégrative, C3BI USR 3756 Institut Pasteur et CNRS, France
| | | | - Olivier Gascuel
- Unité Bioinformatique Evolutive, Centre de Bioinformatique, Biostatistique et Biologie Intégrative, C3BI USR 3756 Institut Pasteur et CNRS, France
| | - Deenan Pillay
- Division of Infection and Immunity, University College London, United Kingdom.,Africa Health Research Institute, KwaZulu-Natal, South Africa
| |
Collapse
|
42
|
Acute HIV infection detection and immediate treatment estimated to reduce transmission by 89% among men who have sex with men in Bangkok. J Int AIDS Soc 2017; 20:21708. [PMID: 28691441 PMCID: PMC5515043 DOI: 10.7448/ias.20.1.21708] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Introduction: Antiretroviral treatment (ART) reduces HIV transmission. Despite increased ART coverage, incidence remains high among men who have sex with men (MSM) in many places. Acute HIV infection (AHI) is characterized by high viral replication and increased infectiousness. We estimated the feasible reduction in transmission by targeting MSM with AHI for early ART. Methods: We recruited a cohort of 88 MSM with AHI in Bangkok, Thailand, who initiated ART immediately. A risk calculator based on viral load and reported behaviour, calibrated to Thai epidemiological data, was applied to estimate the number of onwards transmissions. This was compared with the expected number without early interventions. Results: Forty of the MSM were in 4th-generation AHI stages 1 and 2 (4thG stage 1, HIV nucleic acid testing (NAT)+/4thG immunoassay (IA)-/3rdG IA–; 4thG stage 2, NAT+/4thG IA+/3rdG IA–) while 48 tested positive on third-generation IA but had negative or indeterminate western blot (4thG stage 3). Mean plasma HIV RNA was 5.62 log10 copies/ml. Any condomless sex in the four months preceding the study was reported by 83.7%, but decreased to 21.2% by 24 weeks on ART. After ART, 48/88 (54.6%) attained HIV RNA <50 copies/ml by week 8, increasing to 78/87 (89.7%), and 64/66 (97%) at weeks 24 and 48, respectively. The estimated number of onwards transmissions in the first year of infection would have been 27.3 (95% credible interval: 21.7–35.3) with no intervention, 8.3 (6.4–11.2) with post-diagnosis behaviour change only, 5.9 (4.4–7.9) with viral load reduction only and 3.1 (2.4–4.3) with both. The latter was associated with an 88.7% (83.8–91.1%) reduction in transmission. Conclusions: Disproportionate HIV transmission occurs during AHI. Diagnosis of AHI with early ART initiation can substantially reduce onwards transmission.
Collapse
|
43
|
A public health approach to addressing and preventing misdiagnosis in the scale-up of HIV rapid testing programmes. J Int AIDS Soc 2017. [DOI: 10.7448/ias.20.7.22290] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
|
44
|
A public health approach to addressing and preventing misdiagnosis in the scale-up of HIV rapid testing programmes. J Int AIDS Soc 2017; 20:22190. [PMID: 28872270 PMCID: PMC5625588 DOI: 10.7448/ias.20.7.22190] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
|
45
|
Ironson G, Henry SM, Gonzalez BD. Impact of stressful death or divorce in people with HIV: A prospective examination and the buffering effects of religious coping and social support. J Health Psychol 2017; 25:606-616. [PMID: 28840762 DOI: 10.1177/1359105317726151] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
This study examined the impact of a stressful death/divorce on psychological and immune outcomes in people with HIV. People with HIV with stressful death/divorce were examined from before the event to up to 12 months later (n = 45); controls were assessed at similar intervals (n = 112). Stressful deaths/divorces were associated with increased viral load and anxiety over time (ps ≤ .014), but not CD4+ or depression. Increased use of religious coping after the stressful death/divorce was associated with slower increases in viral load (p = .010). These data suggest people with HIV should consider the potentially elevated risk of transmission after such events and seek appropriate monitoring and care.
Collapse
|
46
|
Rutstein SE, Ananworanich J, Fidler S, Johnson C, Sanders EJ, Sued O, Saez-Cirion A, Pilcher CD, Fraser C, Cohen MS, Vitoria M, Doherty M, Tucker JD. Clinical and public health implications of acute and early HIV detection and treatment: a scoping review. J Int AIDS Soc 2017; 20:21579. [PMID: 28691435 PMCID: PMC5515019 DOI: 10.7448/ias.20.1.21579] [Citation(s) in RCA: 94] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Accepted: 05/29/2017] [Indexed: 01/13/2023] Open
Abstract
INTRODUCTION The unchanged global HIV incidence may be related to ignoring acute HIV infection (AHI). This scoping review examines diagnostic, clinical, and public health implications of identifying and treating persons with AHI. METHODS We searched PubMed, in addition to hand-review of key journals identifying research pertaining to AHI detection and treatment. We focused on the relative contribution of AHI to transmission and the diagnostic, clinical, and public health implications. We prioritized research from low- and middle-income countries (LMICs) published in the last fifteen years. RESULTS AND DISCUSSION Extensive AHI research and limited routine AHI detection and treatment have begun in LMIC. Diagnostic challenges include ease-of-use, suitability for application and distribution in LMIC, and throughput for high-volume testing. Risk score algorithms have been used in LMIC to screen for AHI among individuals with behavioural and clinical characteristics more often associated with AHI. However, algorithms have not been implemented outside research settings. From a clinical perspective, there are substantial immunological and virological benefits to identifying and treating persons with AHI - evading the irreversible damage to host immune systems and seeding of viral reservoirs that occurs during untreated acute infection. The therapeutic benefits require rapid initiation of antiretrovirals, a logistical challenge in the absence of point-of-care testing. From a public health perspective, AHI diagnosis and treatment is critical to: decrease transmission via viral load reduction and behavioural interventions; improve pre-exposure prophylaxis outcomes by avoiding treatment initiation for HIV-seronegative persons with AHI; and, enhance partner services via notification for persons recently exposed or likely transmitting. CONCLUSIONS There are undeniable clinical and public health benefits to AHI detection and treatment, but also substantial diagnostic and logistical barriers to implementation and scale-up. Effective early ART initiation may be critical for HIV eradication efforts, but widespread use in LMIC requires simple and accurate diagnostic tools. Implementation research is critical to facilitate sustainable integration of AHI detection and treatment into existing health systems and will be essential for prospective evaluation of testing algorithms, point-of-care diagnostics, and efficacious and effective first-line regimens.
Collapse
Affiliation(s)
- Sarah E. Rutstein
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jintanat Ananworanich
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Sarah Fidler
- Department of Medicine, Imperial College London, London, UK
| | - Cheryl Johnson
- HIV Department, World Health Organization, Geneva, Switzerland
- Department of Clinical Research, London School of Hygiene and Tropical Medicine, London, UK
| | - Eduard J. Sanders
- Department of Global Health, University of Amsterdam, Amsterdam, The Netherlands
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Kilifi, Kenya
- Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Omar Sued
- Fundación Huésped, Buenos Aires, Argentina
| | - Asier Saez-Cirion
- Institut Pasteur, HIV Inflammation and Persistance Unit, Paris, France
| | | | - Christophe Fraser
- Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Myron S. Cohen
- Division of Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Marco Vitoria
- HIV Department, World Health Organization, Geneva, Switzerland
| | - Meg Doherty
- HIV Department, World Health Organization, Geneva, Switzerland
| | - Joseph D. Tucker
- Division of Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- UNC Project-China, Institute for Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| |
Collapse
|
47
|
Abstract
Understanding HIV-1 transmission dynamics is relevant to both screening and intervention strategies of HIV-1 infection. Commonly, HIV-1 transmission chains are determined based on sequence similarity assessed either directly from a sequence alignment or by inferring a phylogenetic tree. This review is aimed at both nonexperts interested in understanding and interpreting studies of HIV-1 transmission, and experts interested in finding the most appropriate cluster definition for a specific dataset and research question. We start by introducing the concepts and methodologies of how HIV-1 transmission clusters usually have been defined. We then present the results of a systematic review of 105 HIV-1 molecular epidemiology studies summarizing the most common methods and definitions in the literature. Finally, we offer our perspectives on how HIV-1 transmission clusters can be defined and provide some guidance based on examples from real life datasets.
Collapse
|
48
|
Wolf E, Herbeck JT, Van Rompaey S, Kitahata M, Thomas K, Pepper G, Frenkel L. Short Communication: Phylogenetic Evidence of HIV-1 Transmission Between Adult and Adolescent Men Who Have Sex with Men. AIDS Res Hum Retroviruses 2017; 33:318-322. [PMID: 27762596 DOI: 10.1089/aid.2016.0061] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
HIV-1 incidence among youth, especially men who have sex with men (MSM), is increasing in the United States. We aimed to better understand the patterns of adolescent HIV-1 acquisition, to help guide future prevention interventions. We conducted a study combining epidemiologic and HIV-1 pol sequence data from a retrospective cohort of HIV-infected adults and adolescents in Seattle, WA between 2000 and 2013. Adolescents were defined as 13-24 years of age at the time of first HIV-1 care. Maximum-likelihood phylogenetic trees were reconstructed to identify putative viral transmission clusters of two or more individuals, followed by multivariable regression tests of associations between clustering and demographic and clinical parameters. The dataset included 3,102 sequences from 1,953 individuals; 72 putative transmission clusters were identified, representing 168 individuals (8.6%). MSM and MSM/intravenous drug use (IDU) were positively associated with clustering, with aOR 3.18 (95% CI: 1.34-7.55) and 2.59 (95% CI: 1.04-6.49), respectively. African American race was negatively associated with clustering (aOR 0.54 95% CI: 0.32-0.91). Twenty-five clusters contained one adolescent and five clusters contained two adolescents. Other individuals who clustered with adolescents were predominantly male (95%), white (85%), and either MSM (66%) or MSM/IDU (16%), with a greater mean age (34 years vs. 22 years; p < .01). In this Seattle cohort, HIV-1 transmission linkages were identified between white male adolescents and older MSM adults. Interventions aimed at age-discrepant pairs may reduce HIV-1 infections in adolescent males.
Collapse
Affiliation(s)
- Elizabeth Wolf
- Department of Pediatrics, University of Washington, Seattle, Washington
- Seattle Children's Research Institute, Seattle, Washington
| | - Joshua T. Herbeck
- Department of Global Health, University of Washington, Seattle, Washington
| | | | - Mari Kitahata
- Center for AIDS Research, University of Washington, Seattle, Washington
- Department of Medicine, University of Washington, Seattle, Washington
| | - Katherine Thomas
- Department of Global Health, University of Washington, Seattle, Washington
| | - Gregory Pepper
- Department of Medicine, University of Washington, Seattle, Washington
| | - Lisa Frenkel
- Department of Pediatrics, University of Washington, Seattle, Washington
- Seattle Children's Research Institute, Seattle, Washington
- Department of Global Health, University of Washington, Seattle, Washington
- Department of Laboratory Medicine, University of Washington, Seattle, Washington
| |
Collapse
|
49
|
Zhang X, Zhang Z, He S, Fu Y, Chen Y, Yi N, Jiang Y, Geng W, Shang H. FOXO3, IRF4, and xIAP Are Correlated with Immune Activation in HIV-1-Infected Men Who Have Sex with Men During Early HIV Infection. AIDS Res Hum Retroviruses 2017; 33:172-180. [PMID: 27841661 DOI: 10.1089/aid.2015.0316] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Forkhead box O (FOXO)1, FOXO3, interferon regulatory factor (IRF)4, X-linked inhibitor of apoptosis protein (xIAP), and E74-like factor (ELF)4 have been described as important regulators of T cell functions and differentiation. However, whether these molecules are associated with HIV-1 disease progression is still unknown. In this study, we showed that the levels of FOXO3, IRF4, and xIAP mRNA in rapid progressors (RPs) were significantly higher than in HIV-negative healthy controls (HCs). Moreover, FOXO3 expression was positively correlated with HIV-1 viral load and CD4+ T cell activation. Remarkably, increased CD4+ and CD8+ T cell activation was apparent in RPs compared with typical progressors and HCs. In addition, a profile of higher apoptosis, more CD8+ TEM cells, and fewer CD4+ and CD8+ Naive T cells were observed in early HIV infection patients with low CD4+ T cell counts. Furthermore, in vitro, IRF4 and xIAP expression was enhanced in peripheral blood mononuclear cells from healthy people following T cell receptor stimulation. T cell activation was decreased by treatment with siRNA inhibiting FOXO3, IRF4, and xIAP. Our results show that significantly increased levels of FOXO3, IRF4, and xIAP mRNA in Chinese HIV-1-infected patients were related to T cell immune activation, implicating them as potential targets for developing new therapeutic avenues to slow down HIV-1 disease progression.
Collapse
Affiliation(s)
- Xiaowei Zhang
- Key Laboratory of AIDS Immunology of National Health and Family Planning Commission, Department of Laboratory Medicine, The First Affiliated Hospital, China Medical University, Shenyang, China
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
| | - Zining Zhang
- Key Laboratory of AIDS Immunology of National Health and Family Planning Commission, Department of Laboratory Medicine, The First Affiliated Hospital, China Medical University, Shenyang, China
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
| | - Sijia He
- Key Laboratory of AIDS Immunology of National Health and Family Planning Commission, Department of Laboratory Medicine, The First Affiliated Hospital, China Medical University, Shenyang, China
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
| | - Yajing Fu
- Key Laboratory of AIDS Immunology of National Health and Family Planning Commission, Department of Laboratory Medicine, The First Affiliated Hospital, China Medical University, Shenyang, China
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
| | - Yanhong Chen
- Key Laboratory of AIDS Immunology of National Health and Family Planning Commission, Department of Laboratory Medicine, The First Affiliated Hospital, China Medical University, Shenyang, China
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
| | - Nan Yi
- Key Laboratory of AIDS Immunology of National Health and Family Planning Commission, Department of Laboratory Medicine, The First Affiliated Hospital, China Medical University, Shenyang, China
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
| | - Yongjun Jiang
- Key Laboratory of AIDS Immunology of National Health and Family Planning Commission, Department of Laboratory Medicine, The First Affiliated Hospital, China Medical University, Shenyang, China
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
| | - Wenqing Geng
- Key Laboratory of AIDS Immunology of National Health and Family Planning Commission, Department of Laboratory Medicine, The First Affiliated Hospital, China Medical University, Shenyang, China
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
| | - Hong Shang
- Key Laboratory of AIDS Immunology of National Health and Family Planning Commission, Department of Laboratory Medicine, The First Affiliated Hospital, China Medical University, Shenyang, China
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
| |
Collapse
|
50
|
Wertheim JO, Kosakovsky Pond SL, Forgione LA, Mehta SR, Murrell B, Shah S, Smith DM, Scheffler K, Torian LV. Social and Genetic Networks of HIV-1 Transmission in New York City. PLoS Pathog 2017; 13:e1006000. [PMID: 28068413 PMCID: PMC5221827 DOI: 10.1371/journal.ppat.1006000] [Citation(s) in RCA: 152] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Accepted: 10/14/2016] [Indexed: 11/22/2022] Open
Abstract
Background Sexually transmitted infections spread across contact networks. Partner elicitation and notification are commonly used public health tools to identify, notify, and offer testing to persons linked in these contact networks. For HIV-1, a rapidly evolving pathogen with low per-contact transmission rates, viral genetic sequences are an additional source of data that can be used to infer or refine transmission networks. Methods and Findings The New York City Department of Health and Mental Hygiene interviews individuals newly diagnosed with HIV and elicits names of sexual and injection drug using partners. By law, the Department of Health also receives HIV sequences when these individuals enter healthcare and their physicians order resistance testing. Our study used both HIV sequence and partner naming data from 1342 HIV-infected persons in New York City between 2006 and 2012 to infer and compare sexual/drug-use named partner and genetic transmission networks. Using these networks, we determined a range of genetic distance thresholds suitable for identifying potential transmission partners. In 48% of cases, named partners were infected with genetically closely related viruses, compatible with but not necessarily representing or implying, direct transmission. Partner pairs linked through the genetic similarity of their HIV sequences were also linked by naming in 53% of cases. Persons who reported high-risk heterosexual contact were more likely to name at least one partner with a genetically similar virus than those reporting their risk as injection drug use or men who have sex with men. Conclusions We analyzed an unprecedentedly large and detailed partner tracing and HIV sequence dataset and determined an empirically justified range of genetic distance thresholds for identifying potential transmission partners. We conclude that genetic linkage provides more reliable evidence for identifying potential transmission partners than partner naming, highlighting the importance and complementarity of both epidemiological and molecular genetic surveillance for characterizing regional HIV-1 epidemics. Understanding the path over which viruses such as HIV have been transmitted may be crucial for directing public health resources and guiding policy decisions. Contact tracing of named sexual and injection drug-use partners of people recently diagnosed with HIV is an indispensible tool for reconstructing this transmission network. Viral genetic sequence data—routinely collected by public health agencies—can also be used to infer the dynamics of HIV transmission. We analyzed partner naming and viral genetic sequence data in 1342 people living with HIV in New York City reported to the New York City Department of Health and Mental Hygiene between 2006 and 2012. Genetically linked partners were more likely to be named partners than named partners were to be genetically linked. This finding indicates that genetic sequence data are better than partner naming data for reconstructing this viral transmission network. Importantly, the success rate in naming a genetically linked partner varied by transmission risk category (e.g., men who have sex with men, heterosexuals, and injection drug users). This study validates the use viral genetic sequences in reconstructing these viral transmission networks in a public health surveillance setting.
Collapse
Affiliation(s)
- Joel O. Wertheim
- Department of Medicine, University of California San Diego, San Diego, California, United States of America
- * E-mail:
| | - Sergei L. Kosakovsky Pond
- Department of Medicine, University of California San Diego, San Diego, California, United States of America
| | - Lisa A. Forgione
- New York City Department of Health and Mental Hygiene, New York, New York, United States of America
| | - Sanjay R. Mehta
- Department of Medicine, University of California San Diego, San Diego, California, United States of America
| | - Ben Murrell
- Department of Medicine, University of California San Diego, San Diego, California, United States of America
| | - Sharmila Shah
- New York City Department of Health and Mental Hygiene, New York, New York, United States of America
| | - Davey M. Smith
- Department of Medicine, University of California San Diego, San Diego, California, United States of America
- Veterans Affairs Healthcare System San Diego, San Diego, California, United States of America
| | - Konrad Scheffler
- Department of Medicine, University of California San Diego, San Diego, California, United States of America
- Department of Mathematical Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Lucia V. Torian
- New York City Department of Health and Mental Hygiene, New York, New York, United States of America
| |
Collapse
|