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Steingrimsson JA, Fulton J, Howison M, Novitsky V, Gillani FS, Bertrand T, Civitarese A, Howe K, Ronquillo G, Lafazia B, Parillo Z, Marak T, Chan PA, Bhattarai L, Dunn C, Bandy U, Scott NA, Hogan JW, Kantor R. Beyond HIV outbreaks: protocol, rationale and implementation of a prospective study quantifying the benefit of incorporating viral sequence clustering analysis into routine public health interventions. BMJ Open 2022; 12:e060184. [PMID: 35450916 PMCID: PMC9024226 DOI: 10.1136/bmjopen-2021-060184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 03/29/2022] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION HIV continues to have great impact on millions of lives. Novel methods are needed to disrupt HIV transmission networks. In the USA, public health departments routinely conduct contact tracing and partner services and interview newly HIV-diagnosed index cases to obtain information on social networks and guide prevention interventions. Sequence clustering methods able to infer HIV networks have been used to investigate and halt outbreaks. Incorporation of such methods into routine, not only outbreak-driven, contact tracing and partner services holds promise for further disruption of HIV transmissions. METHODS AND ANALYSIS Building on a strong academic-public health collaboration in Rhode Island, we designed and have implemented a state-wide prospective study to evaluate an intervention that incorporates real-time HIV molecular clustering information with routine contact tracing and partner services. We present the rationale and study design of our approach to integrate sequence clustering methods into routine public health interventions as well as related important ethical considerations. This prospective study addresses key questions about the benefit of incorporating a clustering analysis triggered intervention into the routine workflow of public health departments, going beyond outbreak-only circumstances. By developing an intervention triggered by, and incorporating information from, viral sequence clustering analysis, and evaluating it with a novel design that avoids randomisation while allowing for methods comparison, we are confident that this study will inform how viral sequence clustering analysis can be routinely integrated into public health to support the ending of the HIV pandemic in the USA and beyond. ETHICS AND DISSEMINATION The study was approved by both the Lifespan and Rhode Island Department of Health Human Subjects Research Institutional Review Boards and study results will be published in peer-reviewed journals.
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Affiliation(s)
- Jon A Steingrimsson
- Biostatistics, Brown University School of Public Health, Providence, Rhode Island, USA
| | - John Fulton
- Department of Behavioral and Social Sciences, Brown University, Providence, Rhode Island, USA
| | - Mark Howison
- Research Improving People's Lives, Providence, Rhode Island, USA
| | - Vlad Novitsky
- Department of Medicine, Brown University, Providence, Rhode Island, USA
| | - Fizza S Gillani
- Department of Medicine, Brown University, Providence, Rhode Island, USA
| | - Thomas Bertrand
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | - Anna Civitarese
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | - Katharine Howe
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | | | - Benjamin Lafazia
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | - Zoanne Parillo
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | - Theodore Marak
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | - Philip A Chan
- Department of Medicine, Brown University, Providence, Rhode Island, USA
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | - Lila Bhattarai
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | - Casey Dunn
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, Connecticut, USA
| | - Utpala Bandy
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | | | - Joseph W Hogan
- Biostatistics, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Rami Kantor
- Department of Medicine, Brown University, Providence, Rhode Island, USA
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Novitsky V, Steingrimsson J, Gillani FS, Howison M, Aung S, Solomon M, Won CY, Brotherton A, Shah R, Dunn C, Fulton J, Bertrand T, Civitarese A, Howe K, Marak T, Chan P, Bandy U, Alexander-Scott N, Hogan J, Kantor R. Statewide Longitudinal Trends in Transmitted HIV-1 Drug Resistance in Rhode Island, USA. Open Forum Infect Dis 2022; 9:ofab587. [PMID: 34988256 PMCID: PMC8709897 DOI: 10.1093/ofid/ofab587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 12/06/2021] [Indexed: 11/14/2022] Open
Abstract
Background HIV-1 transmitted drug resistance (TDR) remains a global challenge that can impact care, yet its comprehensive assessment is limited and heterogenous. We longitudinally characterized statewide TDR in Rhode Island. Methods Demographic and clinical data from treatment-naïve individuals were linked to protease, reverse transcriptase, and integrase sequences routinely obtained over 2004-2020. TDR extent, trends, impact on first-line regimens, and association with transmission networks were assessed using the Stanford Database, Mann-Kendall statistic, and phylogenetic tools. Results In 1123 individuals, TDR to any antiretroviral increased from 8% (2004) to 26% (2020), driven by non-nucleotide reverse transcriptase inhibitor (NNRTI; 5%-18%) and, to a lesser extent, nucleotide reverse transcriptase inhibitor (NRTI; 2%-8%) TDR. Dual- and triple-class TDR rates were low, and major integrase strand transfer inhibitor resistance was absent. Predicted intermediate to high resistance was in 77% of those with TDR, with differential suppression patterns. Among all individuals, 34% were in molecular clusters, some only with members with TDR who shared mutations. Among clustered individuals, people with TDR were more likely in small clusters. Conclusions In a unique (statewide) assessment over 2004-2020, TDR increased; this was primarily, but not solely, driven by NNRTIs, impacting antiretroviral regimens. Limited TDR to multiclass regimens and pre-exposure prophylaxis are encouraging; however, surveillance and its integration with molecular epidemiology should continue in order to potentially improve care and prevention interventions.
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Affiliation(s)
| | | | | | - Mark Howison
- Research Improving People's Life, Providence, Rhode Island, USA
| | - Su Aung
- Brown University, Providence, Rhode Island, USA
| | | | - Cindy Y Won
- Brown University, Providence, Rhode Island, USA
| | | | - Rajeev Shah
- Brown University, Providence, Rhode Island, USA
| | - Casey Dunn
- Yale University, New Haven, Connecticut, USA
| | - John Fulton
- Brown University, Providence, Rhode Island, USA
| | - Thomas Bertrand
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | - Anna Civitarese
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | - Katharine Howe
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | - Theodore Marak
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | - Philip Chan
- Brown University, Providence, Rhode Island, USA.,Rhode Island Department of Health, Providence, Rhode Island, USA
| | - Utpala Bandy
- Rhode Island Department of Health, Providence, Rhode Island, USA
| | | | | | - Rami Kantor
- Brown University, Providence, Rhode Island, USA
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Novitsky V, Steingrimsson J, Howison M, Dunn C, Gillani FS, Manne A, Li Y, Spence M, Parillo Z, Fulton J, Marak T, Chan P, Bertrand T, Bandy U, Alexander-Scott N, Hogan J, Kantor R. Longitudinal typing of molecular HIV clusters in a statewide epidemic. AIDS 2021; 35:1711-1722. [PMID: 34033589 PMCID: PMC8373695 DOI: 10.1097/qad.0000000000002953] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND HIV molecular epidemiology is increasingly integrated into public health prevention. We conducted cluster typing to enhance characterization of a densely sampled statewide epidemic towards informing public health. METHODS We identified HIV clusters, categorized them into types, and evaluated their dynamics between 2004 and 2019 in Rhode Island. We grouped sequences by diagnosis year, assessed cluster changes between paired phylogenies, t0 and t1, representing adjacent years and categorized clusters as stable (cluster in t0 phylogeny = cluster in t1 phylogeny) or unstable (cluster in t0 ≠ cluster in t1). Unstable clusters were further categorized as emerging (t1 phylogeny only) or growing (larger in t1 phylogeny). We determined proportions of each cluster type, of individuals in each cluster type, and of newly diagnosed individuals in each cluster type, and assessed trends over time. RESULTS A total of 1727 individuals with available HIV-1 subtype B pol sequences were diagnosed in Rhode Island by 2019. Over time, stable clusters and individuals in them dominated the epidemic, increasing over time, with reciprocally decreasing unstable clusters and individuals in them. Conversely, proportions of newly diagnosed individuals in unstable clusters significantly increased. Within unstable clusters, proportions of emerging clusters and of individuals in them declined; whereas proportions of newly diagnosed individuals in growing clusters significantly increased over time. CONCLUSION Distinct molecular cluster types were identified in the Rhode Island epidemic. Cluster dynamics demonstrated increasing stable and decreasing unstable clusters driven by growing, rather than emerging clusters, suggesting consistent in-state transmission networks. Cluster typing could inform public health beyond conventional approaches and direct interventions.
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Affiliation(s)
| | | | - Mark Howison
- Research Improving People’s Life, Providence, RI, USA
| | | | | | | | | | | | | | | | | | - Philip Chan
- Brown University, Providence, RI, USA
- Rhode Island Department of Health, Providence, RI, USA
| | | | - Utpala Bandy
- Rhode Island Department of Health, Providence, RI, USA
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Rudolph AE, Martinez O, Davison R, Amuchi CB. Informed consent for HIV phylogenetic research: A case study of urban individuals living with HIV approached for enrollment in an HIV study. EHQUIDAD 2020; 2020:129-143. [PMID: 32954381 PMCID: PMC7497840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
INTRODUCTION Phylogenetic analyses can provide insights on HIV tansmission dynamics. Country and state-level differences in HIV criminalization and disclosure laws and advances in next generation sequencing could impact perceived study risks. METHODS We present study opt-out rates and the reasons provided during enrollment for a study conducted in Boston (6/2017-8/2018). RESULTS Of 90 patients approached to participate, 45 did not consent to participate. Reasons for not participating included unwillingness to discuss their HIV status, privacy and confidentiality concerns, disinterest, and lack of time. CONLUSIONS Given low participation rates and concerns related to HIV disclosure, privacy, and confidentiality, these questions remain (1) should informed consent be required for all phylogenetic analyses, including deidentified and surveillance data? (2) what additional steps can researchers take to protect the privacy of individuals, particularly in contexts where HIV is criminalized or there have been civil/criminal cases investigating HIV transmission? And (3) what role can community members play to minimize the potential risks, particularly for those most marginalized? These questions require input from both researchers and community members living with HIV/AIDS.
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Affiliation(s)
- Abby E. Rudolph
- Department of Epidemiology and Biostatistics, Temple
University College of Public Health, Philadelphia, USA
| | - Omar Martinez
- School of Social Work, Temple University College of Public
Health, Philadelphia, USA
| | - Robin Davison
- School of Social Work, Temple University College of Public
Health, Philadelphia, USA
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Chan PA, Montgomery MC, Rose J, Tributino A, Crowley C, Medina MM, Patel R, Mayer K, Kantor R, Nunn AS. Statewide Evaluation of New HIV Diagnoses in Rhode Island: Implications for Prevention. Public Health Rep 2018; 133:489-496. [PMID: 29874149 DOI: 10.1177/0033354918777255] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
OBJECTIVES Patterns of HIV transmission vary widely across demographic groups. Identifying and engaging these groups are necessary to prevent new infections and diagnose disease among people who are unaware of their infection. The objective of this study was to determine characteristics of newly diagnosed individuals across an entire state to determine patterns of HIV transmission. METHODS We evaluated data on people with new HIV diagnoses in Rhode Island from 2013 through 2015. We performed a latent class analysis (LCA) to identify underlying demographic and behavioral characteristics of people with newly diagnosed HIV. RESULTS Of 167 people with new HIV diagnoses interviewed in Rhode Island from 2013 through 2015, 132 (79%) were male, 84 (50%) were nonwhite, 112 (67%) were men who have sex with men (MSM), 112 (67%) were born in the United States, and 61 (37%) were born in Rhode Island. LCA revealed 2 major classes. Of the 98 people in class 1, 96% were male, 85% were MSM, 80% were white, 94% were born in the United States, and 80% believed they acquired HIV in Rhode Island. Class 2 was 63% male and 69% Hispanic/Latino; 29% were born in the United States, and 61% believed they acquired HIV in Rhode Island. CONCLUSIONS Most new HIV diagnoses in Rhode Island were among MSM born in the United States, and a substantial number were likely infected in-state. People with newly diagnosed HIV who were foreign-born, including Hispanic/Latino and heterosexual groups, were less likely to have acquired HIV in Rhode Island than were MSM. HIV prevention approaches, including pre-exposure prophylaxis, should be adapted to the needs of specific groups. Rhode Island offers lessons for other states focused on eliminating HIV transmission.
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Affiliation(s)
- Philip A Chan
- 1 Department of Medicine, Brown University, Providence, RI, USA
| | | | - Jennifer Rose
- 2 Department of Psychology, Wesleyan University, Middletown, CT, USA
| | - Alec Tributino
- 1 Department of Medicine, Brown University, Providence, RI, USA
| | | | - Martha M Medina
- 1 Department of Medicine, Brown University, Providence, RI, USA
| | - Rupa Patel
- 3 Department of Internal Medicine, Washington University School of Medicine in St Louis, St Louis, MO, USA
| | | | - Rami Kantor
- 1 Department of Medicine, Brown University, Providence, RI, USA
| | - Amy S Nunn
- 5 Rhode Island Public Health Institute, Providence, RI, USA
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Aldous AM, Castel AD, Parenti DM. Prevalence and trends in transmitted and acquired antiretroviral drug resistance, Washington, DC, 1999-2014. BMC Res Notes 2017; 10:474. [PMID: 28893321 PMCID: PMC5594524 DOI: 10.1186/s13104-017-2764-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 08/31/2017] [Indexed: 11/29/2022] Open
Abstract
Background Drug resistance limits options for antiretroviral therapy (ART) and results in poorer health outcomes among HIV-infected persons. We sought to characterize resistance patterns and to identify predictors of resistance in Washington, DC. Methods We analyzed resistance in the DC Cohort, a longitudinal study of HIV-infected persons in care in Washington, DC. We measured cumulative drug resistance (CDR) among participants with any genotype between 1999 and 2014 (n = 3411), transmitted drug resistance (TDR) in ART-naïve persons (n = 1503), and acquired drug resistance (ADR) in persons with genotypes before and after ART initiation (n = 309). Using logistic regression, we assessed associations between patient characteristics and transmitted resistance to any antiretroviral. Results Prevalence of TDR was 20.5%, of ADR 40.5%, and of CDR 45.1% in the respective analysis groups. From 2004 to 2013, TDR prevalence decreased for nucleoside and nucleotide analogue reverse transcriptase inhibitors (15.0 to 5.5%; p = 0.0003) and increased for integrase strand transfer inhibitors (INSTIs) (0.0–1.4%; p = 0.04). In multivariable analysis, TDR was not associated with age, race/ethnicity, HIV risk group, or years from HIV diagnosis. Conclusions In this urban cohort of HIV-infected persons, almost half of participants tested had evidence of CDR; and resistance to INSTIs was increasing. If this trend continues, inclusion of the integrase-encoding region in baseline genotype testing should be strongly considered.
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Affiliation(s)
- Annette M Aldous
- Department of Epidemiology and Biostatistics, The George Washington University, Milken Institute School of Public Health, Washington, DC, 20037, USA
| | - Amanda D Castel
- Department of Epidemiology and Biostatistics, The George Washington University, Milken Institute School of Public Health, Washington, DC, 20037, USA
| | - David M Parenti
- Division of Infectious Diseases, The George Washington University School of Medicine, 2150 Pennsylvania Avenue, NW, Washington, DC, USA.
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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.
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Characteristics of Transmitted Drug-Resistant HIV-1 in Recently Infected Treatment-Naive Patients in Japan. J Acquir Immune Defic Syndr 2016; 71:367-73. [PMID: 26428230 DOI: 10.1097/qai.0000000000000861] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Progress in antiretroviral treatment has led to fewer virological failure cases, but 10%-20% of treatment-naive HIV/AIDS cases are reported to harbor drug-resistant strains, suggesting transmission of drug-resistant HIV. We aimed to determine the trend in prevalence of transmitted drug-resistant (TDR) HIV in Japan, particularly in recently infected patients. METHODS Drug-resistance test was performed on 3904 HIV-1-infected cases newly diagnosed between 2007 and 2012. The number of cases infected within 6 months [recent seroconverters (RS)] was estimated by BED assay of 2700 plasma samples. Characteristics of RS cases were further analyzed. RESULTS The overall prevalence of TDR was 9.1%, ranging from 7.3% in 2008% to 12.5% in 2010. Among 1403 subtype B/E/D cases with >50 CD4 T cell counts and >1000 HIV copies per milliliter, 468 (33.4%) were estimated to be RS. The prevalence of RS was significantly higher among cases who were male, Japanese, and men who have sex with men. The prevalence of TDR did not differ significantly between recent and long-term seroconverters (8.5% vs. 9.2%, respectively, P = 0.68). Common mutations in both groups were M46I/L and T215 revertants. Furthermore, sequences with these mutations, K103N and D30N/N88D formed clusters on phylogenetic trees. CONCLUSION Our study clarified an increase in prevalence of TDR in Japan from 2007 to 2012. The phylogenetic clustering of cases with M46I/L or T215 revertants suggests that HIV with these mutations have become circulating strains. Furthermore, detailed analyses showed that Japanese men who have sex with men are more aware of their risk of HIV infection.
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Phylogenetic Investigation of a Statewide HIV-1 Epidemic Reveals Ongoing and Active Transmission Networks Among Men Who Have Sex With Men. J Acquir Immune Defic Syndr 2016; 70:428-35. [PMID: 26258569 DOI: 10.1097/qai.0000000000000786] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Molecular epidemiological evaluation of HIV-1 transmission networks can elucidate behavioral components of transmission that can be targets for intervention. METHODS We combined phylogenetic and statistical approaches using pol sequences from patients diagnosed between 2004 and 2011 at a large HIV center in Rhode Island, following 75% of the state's HIV population. Phylogenetic trees were constructed using maximum likelihood, and putative transmission clusters were evaluated using latent class analyses to determine association of cluster size with underlying demographic/behavioral characteristics. A logistic growth model was used to assess intracluster dynamics over time and predict "active" clusters that were more likely to harbor undiagnosed infections. RESULTS Of the 1166 HIV-1 subtype B sequences, 31% were distributed among 114 statistically supported, monophyletic clusters (range: 2-15 sequences/cluster). Sequences from men who have sex with men (MSM) formed 52% of clusters. Latent class analyses demonstrated that sequences from recently diagnosed (2008-2011) MSM with primary HIV infection (PHI) and other sexually transmitted infections (STIs) were more likely to form larger clusters (odds ratio: 1.62-11.25, P < 0.01). MSM in clusters were more likely to have anonymous partners and meet partners at sex clubs and pornographic stores. Four large clusters with 38 sequences (100% male, 89% MSM) had a high probability of harboring undiagnosed infections and included younger MSM with PHI and STIs. CONCLUSIONS In this first large-scale molecular epidemiological investigation of HIV-1 transmission in New England, sexual networks among recently diagnosed MSM with PHI and concomitant STIs contributed to the ongoing transmission. Characterization of transmission dynamics revealed actively growing clusters, which may be targets for intervention.
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Rogo T, DeLong AK, Chan P, Kantor R. Antiretroviral treatment failure, drug resistance, and subtype diversity in the only pediatric HIV clinic in Rhode Island. Clin Infect Dis 2015; 60:1426-35. [PMID: 25637585 PMCID: PMC4415056 DOI: 10.1093/cid/civ058] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Accepted: 01/21/2015] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Drug resistance development in the human immunodeficiency virus (HIV)-infected pediatric population in the United States can impact long-term antiretroviral therapy (ART) efficacy. Limited formularies and adherence constraints in children jeopardize lifelong-needed ART. METHODS We examined treatment failure, drug resistance, and their correlates in ART-naive and ART-experienced children attending the pediatric HIV clinic in Rhode Island between 1991 and 2012. Pol sequences were obtained for phylogenetic, subtype, and resistance analyses. Associations between selected covariates and virologic failure and resistance were evaluated using generalized additive models and Fisher exact tests. RESULTS Data were available for all 56 clinic-attending children. At diagnosis, 33% were aged <1 year, 31% aged 1-4 years, and 37% aged ≥ 5 years; 54% were male, 73% black or Hispanic, 55% US-born, 20% refugees, and 64% perinatally infected. Of 44 ART-experienced children, 57% had virologic failure, most never virologically suppressed. Failure was associated with missed appointments (P = .05) and missed doses (P < .01). Of 40 children with available genotypes, 35% were infected with non-B subtypes; 6% of ART-naive children had resistance; and 73% of ART-experienced children had ≥ 1 major mutation: (16% conferring triple-class, 47% dual-class, and 37% single-class resistance). An epidemiologically confirmed resistance transmission from a perinatally infected teenage male to a newly infected teenage female was demonstrated. CONCLUSIONS We report high HIV type 1 diversity, extensive drug resistance among ART-experienced children, and horizontal transmission of resistance in the Rh ode Island pediatric HIV clinic. As HIV-infected children mature into adulthood, close monitoring of ART, adherence, and diagnosis disclosure are essential to optimize patient care.
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Affiliation(s)
| | | | - Philip Chan
- Division of Infectious Diseases, Brown University, Providence, Rhode Island
| | - Rami Kantor
- Division of Infectious Diseases, Brown University, Providence, Rhode Island
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Chan PA, Reitsma MB, DeLong A, Boucek B, Nunn A, Salemi M, Kantor R. Phylogenetic and geospatial evaluation of HIV-1 subtype diversity at the largest HIV center in Rhode Island. INFECTION GENETICS AND EVOLUTION 2014; 28:358-66. [PMID: 24721515 DOI: 10.1016/j.meegid.2014.03.027] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2014] [Revised: 03/17/2014] [Accepted: 03/24/2014] [Indexed: 12/01/2022]
Abstract
Individuals infected with HIV-1 non-B subtypes are understudied in the United States. Their characterization may augment prevention and treatment interventions. We examined the regional molecular epidemiology of non-B subtypes using a combined phylogenetic and geospatial approach. HIV-1 pol sequences and clinical data obtained for routine clinical care were aggregated from 2004 to 2011 at the largest HIV center in Rhode Island. Subtyping was performed by neighbor-joining and maximum-likelihood phylogeny and compared across eight commonly used tools (HIVdb, REGA, RIP, NCBI, Geno2Pheno, EuResist, jpHMM and STAR) using proportional odds ordinal regression. Individuals with non-B subtypes were characterized according to demographics and risk factors for infection, intra-subtype clustering by maximum-likelihood phylogeny, and geospatial hotspot analysis using Getis-Ord Gi(∗) statistics. Of 1277 unique sequences, phylogenetic subtyping demonstrated 8.3% (N=106, 95% CI 6.8-10%) non-B subtypes and circulating recombinant forms (CRFs): CRF02_AG=46; A=15; C=15; CRF01_AE=6; CRF06_CPX=5; CRF14_BG=5; G=3; CRF43_02G=3; D=3; CRF24_BG=3; CRF11_CPX=1; F1=1. Compared to phylogeny, Geno2Pheno was the most concordant (86% exact match) followed by REGA (85%), EuResist (85%) and STAR (82%). Of 106 individuals with non-B subtypes, 50% were male, 71% acquired infection through heterosexual transmission; 76%, were born in Africa, 6% Southeast Asia, 5% the United States, 3% Central America, 1% Europe, and 9% unknown. Eighty percent of CRF02_AG, 93% of A and 87% of C sequences were from African-born individuals. Twenty-two percent of non-B subtypes formed transmission clusters, including a significant number of younger individuals with perinatally-acquired infection. Geospatial analyses revealed hotspots of B and non-B subtypes in the state capital with a more concentrated focus among non-B subtypes. Molecular examination of regional HIV diversity revealed a larger than expected non-subtype B infected population, mostly born in Africa, with low ongoing regional transmission. Phylogenetic and geospatial characterization of infection clusters is helpful to identify targets for treatment and prevention interventions.
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Affiliation(s)
- Philip A Chan
- Division of Infectious Diseases, Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA.
| | - Marissa B Reitsma
- Division of Infectious Diseases, Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA
| | - Allison DeLong
- Center for Statistical Sciences, Brown University, Providence, RI, USA
| | | | - Amy Nunn
- Division of Infectious Diseases, Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA
| | - Marco Salemi
- Department of Pathology, University of Florida, Gainesville, FL, USA
| | - Rami Kantor
- Division of Infectious Diseases, Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA
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Ross LL, Horton J, Hasan S, Brown JR, Murphy D, DeJesus E, Potter M, LaMarca A, Melendez-Rivera I, Ward D, Uy J, Shaefer MS. HIV-1 transmission patterns in antiretroviral therapy-naïve, HIV-infected North Americans based on phylogenetic analysis by population level and ultra-deep DNA sequencing. PLoS One 2014; 9:e89611. [PMID: 24586911 PMCID: PMC3935917 DOI: 10.1371/journal.pone.0089611] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Accepted: 01/22/2014] [Indexed: 11/18/2022] Open
Abstract
Factors that contribute to the transmission of human immunodeficiency virus type 1 (HIV-1), especially drug-resistant HIV-1 variants remain a significant public health concern. In-depth phylogenetic analyses of viral sequences obtained in the screening phase from antiretroviral-naïve HIV-infected patients seeking enrollment in EPZ108859, a large open-label study in the USA, Canada and Puerto Rico (ClinicalTrials.gov NCT00440947) were examined for insights into the roles of drug resistance and epidemiological factors that could impact disease dissemination. Viral transmission clusters (VTCs) were initially predicted from a phylogenetic analysis of population level HIV-1 pol sequences obtained from 690 antiretroviral-naïve subjects in 2007. Subsequently, the predicted VTCs were tested for robustness by ultra deep sequencing (UDS) using pyrosequencing technology and further phylogenetic analyses. The demographic characteristics of clustered and non-clustered subjects were then compared. From 690 subjects, 69 were assigned to 1 of 30 VTCs, each containing 2 to 5 subjects. Race composition of VTCs were significantly more likely to be white (72% vs. 60%; p = 0.04). VTCs had fewer reverse transcriptase and major PI resistance mutations (9% vs. 24%; p = 0.002) than non-clustered sequences. Both men-who-have-sex-with-men (MSM) (68% vs. 48%; p = 0.001) and Canadians (29% vs. 14%; p = 0.03) were significantly more frequent in VTCs than non-clustered sequences. Of the 515 subjects who initiated antiretroviral therapy, 33 experienced confirmed virologic failure through 144 weeks while only 3/33 were from VTCs. Fewer VTCs subjects (as compared to those with non-clustering virus) had HIV-1 with resistance-associated mutations or experienced virologic failure during the course of the study. Our analysis shows specific geographical and drug resistance trends that correlate well with transmission clusters defined by HIV sequences of similarity. Furthermore, our study demonstrates the utility of molecular and epidemiological analysis of VTCs for identifying population-specific risks associated with HIV-1 transmission and developing effective local healthcare strategies.
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Affiliation(s)
- Lisa L. Ross
- ViiV HealthCare, Research Triangle Park, North Carolina, United States of America
- * E-mail:
| | - Joseph Horton
- GlaxoSmithKline, Research Triangle Park, North Carolina, United States of America
| | | | - James R. Brown
- GlaxoSmithKline, Research Triangle Park, North Carolina, United States of America
| | | | - Edwin DeJesus
- Orlando Immunology Center, Orlando, Florida, United States of America
| | - Martin Potter
- McGill University Health Centre, Montreal, QC, Canada
| | - Anthony LaMarca
- Therafirst Medical Center, Ft Lauderdale, Florida, United States of America
| | | | - Douglas Ward
- Dupont Circle Physicians Group, Washington, DC, United States of America
| | - Jonathon Uy
- Amicus Therapeutics, Cranbury, New Jersey, United States of America
| | - Mark S. Shaefer
- ViiV HealthCare, Research Triangle Park, North Carolina, United States of America
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13
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Brooks JI, Niznick H, Ofner M, Merks H, Angel JB. Local phylogenetic analysis identifies distinct trends in transmitted HIV drug resistance: implications for public health interventions. BMC Infect Dis 2013; 13:509. [PMID: 24171696 PMCID: PMC3816547 DOI: 10.1186/1471-2334-13-509] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2013] [Accepted: 10/17/2013] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND HIV transmitted drug resistance (TDR) surveillance is usually conducted by sampling from a large population. However, overall TDR prevalence results may be inaccurate for many individual clinical setting. We analyzed HIV genotypes at a tertiary care setting in Ottawa, Ontario in order to evaluate local TDR patterns among sub-populations. METHOD Genotyping reports were digitized from ART naïve patients followed at the Immunodeficiency Clinic at the Ottawa Hospital, between 2008 and 2010. Quality controlled, digitized sequence data were assessed for TDR using the Stanford HIV Database. Patient characteristics were analyzed according to TDR patterns. Finally, a phylogenetic tree was constructed to elucidate the observed pattern of HIV TDR. RESULTS Among the 155 clinic patients there was no statistically significantly difference in demographics as compared to the Ontario provincial HIV population. The clinic prevalence of TDR was 12.3%; however, in contrast to the data from Ontario, TDR patterns were inverted with a 21% prevalence among MSM and 5.5% among IDU. Furthermore, nearly 80% of the observed TDR was a D67N/K219Q pattern with 87% of these infections arising from a distinct phylogenetic cluster. CONCLUSIONS Local patterns of TDR were distinct to what had been observed provincially. Phylogenetic analysis uncovered a cluster of related infections among MSM that appeared more likely to be recent infections. Results support a paradigm of routine local TDR surveillance to identify the sub-populations under care. Furthermore, the routine application of phylogenetic analysis in the TDR surveillance context provides insights into how best to target prevention strategies; and how to correctly measure outcomes.
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Affiliation(s)
- James I Brooks
- National HIV & Retrovirology Laboratories, Public Health Agency of Canada, Ottawa, Canada.
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14
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MacVeigh MS, Kosmetatos MK, McDonald JE, Reeder JL, Parrish DA, Young TP. Prevalence of drug-resistant HIV type 1 at the time of initiation of antiretroviral therapy in Portland, Oregon. AIDS Res Hum Retroviruses 2013; 29:337-42. [PMID: 22697610 DOI: 10.1089/aid.2011.0386] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The presence of transmitted drug-resistant HIV-1 (TDR) at the time of antiretroviral therapy (ART) initiation is associated with failure to achieve viral load suppression. Rates of TDR in ART-naive patients have been reported from various parts of the world through ongoing national, regional, and global evaluations; however, surveillance of TDR in Portland, Oregon has not been previously described. We describe the prevalence of TDR in patients in the Portland area who have recently entered care. Genotypic data were obtained from plasma specimens collected between 2003 and 2009 from 165 recently identified HIV-1-positive, ART-naive adults in care at the Multnomah County Health Department. Median time from diagnosis to first genotype was 2.7 months. Mutations associated with TDR were observed in 33 (20.0%) patients. Mutations associated with resistance to nucleoside reverse transcriptase (RT) inhibitors (NRTI), nonnucleoside RT inhibitors (NNRTI), and protease inhibitors (PI) were found in 15 (9.1%), 17 (10.3%), and 5 (3.0%) patients, respectively (p=0.013 for NNRTI vs. PI, and 0.035 for NRTI vs. PI, Fisher exact test). Dual class resistance was observed in four (2.4%) patients. Predominant RT mutations included M41L, T215C or S, and K103N. The prevalence of HIV-1 with NRTI resistance-associated mutations increased from 2006 to 2008-2009 (p=0.004) based on date of diagnosis. These data indicate relatively high rates of drug resistance present prior to ART initiation among patients in the Portland area, and support continued surveillance of local trends of TDR to inform optimal individual treatment strategies and public health decisions.
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Affiliation(s)
| | | | | | - Joan L. Reeder
- Department of Health, Multnomah County, Portland, Oregon
| | | | - Thomas P. Young
- University of California San Francisco, San Francisco, California
- Abbott Molecular, Des Plaines, Illinois
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15
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Chan PA, Kazi S, Rana A, Blazar I, Dejong CC, Mayer KH, Huard TK, Carleton K, Gillani F, Alexander N, Parillo Z, Flanigan TP, Kantor R. Short communication: new HIV infections at Southern New England academic institutions: implications for prevention. AIDS Res Hum Retroviruses 2013; 29:25-9. [PMID: 22724920 DOI: 10.1089/aid.2012.0130] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
New HIV infections among younger men who have sex with men (MSM) in the United States are escalating. Data on HIV infections in college students are limited. In 2010, three MSM college students presented to our clinic with primary HIV infection (PHI) in a single month. To determine the number of college students among new HIV diagnoses, we reviewed clinical characteristics and molecular epidemiology of HIV-diagnosed individuals from January to December 2010 at the largest HIV clinic in Southern New England. PHI was defined as acute HIV infection or seroconversion within the last 6 months. Of 66 individuals diagnosed with HIV in 2010, 62% were MSM and 17% were academic students (12% college or university, 5% other). Seventy-three percent of students were MSM. Compared to nonstudents, students were more likely to be younger (24 versus 39 years), born in the United States (91% versus 56%), have another sexually transmitted disease (45% versus 11%), and present with PHI (73% versus 16%, all p-values<0.05). Thirty percent of individuals formed eight transmission clusters including four students. MSM were more likely to be part of clusters. Department of Health contact tracing of cluster participants allowed further identification of epidemiological linkages. Given these high rates of PHI in recently diagnosed students, institutions of higher education should be aware of acute HIV presentation and the need for rapid diagnosis. Prevention strategies should focus on younger MSM, specifically college-age students who may be at increased risk of HIV infection.
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Affiliation(s)
- Philip A Chan
- Division of Infectious Diseases, The Warren Alpert Medical School of Brown University, Providence, RI 02904, USA.
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16
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Aldous JL, Pond SK, Poon A, Jain S, Qin H, Kahn JS, Kitahata M, Rodriguez B, Dennis AM, Boswell SL, Haubrich R, Smith DM. Characterizing HIV transmission networks across the United States. Clin Infect Dis 2012; 55:1135-43. [PMID: 22784872 PMCID: PMC3529609 DOI: 10.1093/cid/cis612] [Citation(s) in RCA: 106] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2012] [Accepted: 06/29/2012] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Clinically, human immunodeficiency virus type 1 (HIV-1) pol sequences are used to evaluate for drug resistance. These data can also be used to evaluate transmission networks and help describe factors associated with transmission risk. METHODS HIV-1 pol sequences from participants at 5 sites in the CFAR Network of Integrated Clinical Systems (CNICS) cohort from 2000-2009 were analyzed for genetic relatedness. Only the first available sequence per participant was included. Inferred transmission networks ("clusters") were defined as ≥2 sequences with ≤1.5% genetic distance. Clusters including ≥3 patients ("networks") were evaluated for clinical and demographic associations. RESULTS Of 3697 sequences, 24% fell into inferred clusters: 155 clusters of 2 individuals ("dyads"), 54 clusters that included 3-14 individuals ("networks"), and 1 large cluster that included 336 individuals across all study sites. In multivariable analyses, factors associated with being in a cluster included not using antiretroviral (ARV) drugs at time of sampling (P < .001), sequence collected after 2004 (P < .001), CD4 cell count >350 cells/mL (P < .01), and viral load 10,000-100,000 copies/mL (P < .001) or >100,000 copies/mL (P < .001). In networks, women were more likely to cluster with other women (P < .001), and African Americans with other African Americans (P < .001). CONCLUSIONS Molecular epidemiology can be applied to study HIV transmission networks in geographically and demographically diverse cohorts. Clustering was associated with lack of ARV use and higher viral load, implying transmission may be interrupted by earlier diagnosis and treatment. Observed female and African American networks reinforce the importance of diagnosis and prevention efforts targeted by sex and race.
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Affiliation(s)
- Jeannette L Aldous
- Division of Infectious Diseases, University of California, San Diego, 200 W Arbor Dr, MC 8208, San Diego, CA 92103, USA.
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17
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Alexander NE, Chan PA, Rogo TO, Parillo Z, Browning CA, Isabell BS, Calcione C, Chowdhury S, Simon P, Kantor R. Interrupting transmission of HIV and other sexually transmitted infections in Rhode Island. MEDICINE AND HEALTH, RHODE ISLAND 2012; 95:241-244. [PMID: 22970465 PMCID: PMC3770840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Affiliation(s)
- Nicole E Alexander
- Division of Pediatric Infectious Diseases and Adult Infectious Diseases, Warren Alpert Medical School, Brown University, USA.
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18
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Oette M, Reuter S, Kaiser R, Lengauer T, Fätkenheuer G, Knechten H, Hower M, Pfister H, Häussinger D. Epidemiology of transmitted drug resistance in chronically HIV-infected patients in Germany: the RESINA study 2001-2009. Intervirology 2012; 55:154-9. [PMID: 22286886 DOI: 10.1159/000332015] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES Transmitted HIV drug resistance may impair treatment efficacy of combination antiretroviral therapy (ART). This study describes the epidemiology of transmitted resistance in chronically infected patients. METHODS In a prospective multicenter trial in Nordrhein-Westfalen, Germany, transmitted drug resistance was determined by genotypic resistance testing in patients on initiation of first-line ART. RESULTS From 2001 to 2009, 2,078 patients were enrolled in the study. 79.9% were male, 81.2% were Caucasians, and a homosexual transmission mode was found in 51.3%. Of these patients, 41.5% were at the stage of AIDS, median CD4 cell count was 230/μl, and median viral load was 64.466 copies/ml. Transmitted drug resistance mutations were seen in 9.2% (95% CI, 7.9-10.4). Resistance in the nucleoside reverse transcriptase inhibitor class was found in 5.8% (4.8-6.8), in the nonnucleoside reverse transcriptase inhibitor class in 2.8% (2.1-3.6), and in the protease inhibitor class in 2.7% (2.0-3.4). After a continuous increase to a level above 10% in the years 2006 and 2007, a decline of drug resistance prevalence followed in 2008 and 2009. CONCLUSIONS Transmitted HIV drug resistance was found in around 10% of chronically infected patients in Germany who started their ART. We showed a moderate decline of the prevalence of mutant virus strains in recent years. Further surveillance of this phenomenon is mandatory.
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Affiliation(s)
- Mark Oette
- Clinic for General Medicine, Gastroenterology and Infectious Diseases, Augustinerinnen Hospital, Cologne, Germany.
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