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Miranda MNS, Pimentel V, Gomes P, Martins MDRO, Seabra SG, Kaiser R, Böhm M, Seguin-Devaux C, Paredes R, Bobkova M, Zazzi M, Incardona F, Pingarilho M, Abecasis AB. The Role of Late Presenters in HIV-1 Transmission Clusters in Europe. Viruses 2023; 15:2418. [PMID: 38140659 PMCID: PMC10746990 DOI: 10.3390/v15122418] [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] [Received: 10/31/2023] [Revised: 11/30/2023] [Accepted: 12/08/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND Investigating the role of late presenters (LPs) in HIV-1 transmission is important, as they can contribute to the onward spread of HIV-1 virus before diagnosis, when they are not aware of their HIV status. OBJECTIVE To characterize individuals living with HIV-1 followed up in Europe infected with subtypes A, B, and G and to compare transmission clusters (TC) in LP vs. non-late presenter (NLP) populations. METHODS Information from a convenience sample of 2679 individuals living with HIV-1 was collected from the EuResist Integrated Database between 2008 and 2019. Maximum likelihood (ML) phylogenies were constructed using FastTree. Transmission clusters were identified using Cluster Picker. Statistical analyses were performed using R. RESULTS 2437 (91.0%) sequences were from subtype B, 168 (6.3%) from subtype A, and 74 (2.8%) from subtype G. The median age was 39 y/o (IQR: 31.0-47.0) and 85.2% of individuals were males. The main transmission route was via homosexual (MSM) contact (60.1%) and 85.0% originated from Western Europe. In total, 54.7% of individuals were classified as LPs and 41.7% of individuals were inside TCs. In subtype A, individuals in TCs were more frequently males and natives with a recent infection. For subtype B, individuals in TCs were more frequently individuals with MSM transmission route and with a recent infection. For subtype G, individuals in TCs were those with a recent infection. When analyzing cluster size, we found that LPs more frequently belonged to small clusters (<8 individuals), particularly dual clusters (2 individuals). CONCLUSION LP individuals are more present either outside or in small clusters, indicating a limited role of late presentation to HIV-1 transmission.
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Affiliation(s)
- Mafalda N. S. Miranda
- Global Health and Tropical Medicine (GHTM), Associate Laboratory in Translation and Innovation towards Global Health (LA-REAL), Institute of Hygiene and Tropical Medicine, New University of Lisbon (IHMT/UNL), 1349-008 Lisbon, Portugal; (V.P.); (M.d.R.O.M.); (S.G.S.); (M.P.); (A.B.A.)
| | - Victor Pimentel
- Global Health and Tropical Medicine (GHTM), Associate Laboratory in Translation and Innovation towards Global Health (LA-REAL), Institute of Hygiene and Tropical Medicine, New University of Lisbon (IHMT/UNL), 1349-008 Lisbon, Portugal; (V.P.); (M.d.R.O.M.); (S.G.S.); (M.P.); (A.B.A.)
| | - Perpétua Gomes
- Laboratório de Biologia Molecular (LMCBM, SPC, CHLO-HEM), 1349-019 Lisbon, Portugal;
- Centro de Investigação Interdisciplinar Egas Moniz (CiiEM), Instituto Universitário Egas Moniz, 2829-511 Costa da Caparica, Portugal
| | - Maria do Rosário O. Martins
- Global Health and Tropical Medicine (GHTM), Associate Laboratory in Translation and Innovation towards Global Health (LA-REAL), Institute of Hygiene and Tropical Medicine, New University of Lisbon (IHMT/UNL), 1349-008 Lisbon, Portugal; (V.P.); (M.d.R.O.M.); (S.G.S.); (M.P.); (A.B.A.)
| | - Sofia G. Seabra
- Global Health and Tropical Medicine (GHTM), Associate Laboratory in Translation and Innovation towards Global Health (LA-REAL), Institute of Hygiene and Tropical Medicine, New University of Lisbon (IHMT/UNL), 1349-008 Lisbon, Portugal; (V.P.); (M.d.R.O.M.); (S.G.S.); (M.P.); (A.B.A.)
| | - Rolf Kaiser
- Institute of Virology, University Hospital of Cologne, University of Cologne, 50923 Cologne, Germany; (R.K.); (M.B.)
- DZIF, Deutsches Zentrum für Infektionsforschung, German Center for Infection Research, Partner Site Bonn-Cologne, 50923 Cologne, Germany
| | - Michael Böhm
- Institute of Virology, University Hospital of Cologne, University of Cologne, 50923 Cologne, Germany; (R.K.); (M.B.)
- DZIF, Deutsches Zentrum für Infektionsforschung, German Center for Infection Research, Partner Site Bonn-Cologne, 50923 Cologne, Germany
| | - Carole Seguin-Devaux
- Laboratory of Retrovirology, Department of Infection and Immunity, Luxembourg Institute of Health, L-4354 Esch-sur-Alzette, Luxembourg;
| | - Roger Paredes
- Infectious Diseases Department, IrsiCaixa AIDS Research Institute, Hospital University Hospital Germans Trias i Pujol, 08916 Badalona, Spain;
| | - Marina Bobkova
- Gamaleya National Research Center of Epidemiology and Microbiology, 123098 Moscow, Russia;
| | - Maurizio Zazzi
- Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy;
| | - Francesca Incardona
- IPRO—InformaPRO S.r.l., 00152 Rome, Italy;
- EuResist Network, 00152 Rome, Italy
| | - Marta Pingarilho
- Global Health and Tropical Medicine (GHTM), Associate Laboratory in Translation and Innovation towards Global Health (LA-REAL), Institute of Hygiene and Tropical Medicine, New University of Lisbon (IHMT/UNL), 1349-008 Lisbon, Portugal; (V.P.); (M.d.R.O.M.); (S.G.S.); (M.P.); (A.B.A.)
| | - Ana B. Abecasis
- Global Health and Tropical Medicine (GHTM), Associate Laboratory in Translation and Innovation towards Global Health (LA-REAL), Institute of Hygiene and Tropical Medicine, New University of Lisbon (IHMT/UNL), 1349-008 Lisbon, Portugal; (V.P.); (M.d.R.O.M.); (S.G.S.); (M.P.); (A.B.A.)
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Abisi HK, Otieno LE, Irungu E, Onyambu FG, Chepchirchir A, Anzala O, Wamalwa DC, Nduati RW, McKinnon L, Kimani J, Mulinge MM. Net charge and position 22 of the V3 loop are associated with HIV-1 tropism in recently infected female sex workers in Nairobi, Kenya. Medicine (Baltimore) 2022; 101:e32024. [PMID: 36626483 PMCID: PMC9750520 DOI: 10.1097/md.0000000000032024] [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: 08/19/2022] [Accepted: 11/04/2022] [Indexed: 01/11/2023] Open
Abstract
Human immunodeficiency virus (HIV) infection affects around 37 million people worldwide, and in Kenya, key populations especially female sex workers (FSW), are thought to play a substantial role in the wider, mostly heterosexual HIV-1 transmission structure. Notably, HIV tropism has been found to correlate with HIV-1 transmission and disease progression in HIV-infected patients. In this study, recently infected FSWs from Nairobi, Kenya, were assessed for HIV tropism and the factors related to it. We used a cross-sectional study design to analyze 76 HIV-1 positive plasma samples obtained from FSWs enrolled in sex worker outreach program clinics in Nairobi between November 2020 and April 2021. The effects of clinical, demographic, and viral genetic characteristics were determined using multivariable logistic regression. HIV-1 subtype A1 accounted for 89.5% of all cases, with a prevalence of CXCR4-tropic viruses of 26.3%. WebPSSMR5X4 and Geno2Pheno [G2P:10-15% false positive rate] showed high concordance of 88%. Subjects infected with CXCR4-tropic viruses had statistically significant lower baseline CD4+T-cell counts than those infected with CCR5-tropic viruses (P = .044). Using multivariable logistic regression and adjusting for potential confounders, we found that net charge, the amino acid at position 22 of the V3 loop, and the geographic location of the subject were associated with tropism. A unit increase in V3 loop's net-charge increased the odds of a virus being CXCR4-tropic by 2.4 times (OR = 2.40, 95%CI = 1.35-5.00, P = .007). Second, amino acid threonine at position 22 of V3 loop increased the odds of a strain being X4 by 55.7 times compared to the alanine which occurred in CCR5-tropic strains (OR = 55.7, 95%CI = 4.04-84.1, P < .003). The Kawangware sex worker outreach program clinic was associated with CXCR4-tropic strains (P = .034), but there was there was no evidence of a distinct CXCR4-tropic transmission cluster. In conclusion, this study revealed a high concordance of WebPSSMR5X4 and Geno2Pheno in predicting HIV tropism. The most striking finding was that amino acid position 22 of the V3 loop is linked to tropism in HIV-1 subtype A1. Additional studies with a large dataset are warranted to confirm our findings.
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Affiliation(s)
- Hellen K Abisi
- Department of Biochemistry, University of Nairobi, Nairobi, Kenya
| | - Leon E Otieno
- Molecular Medicine and Infectious Diseases Laboratory, University of Nairobi, Nairobi, Kenya
| | - Erastus Irungu
- Partners for Health and Development in Africa (PHDA), Nairobi, Kenya
| | - Frank G Onyambu
- School of Health Sciences, Meru University of Science and Technology, Meru, Kenya
| | | | - Omu Anzala
- Kenya AIDS Vaccine Initiative - Institute of Clinical Research, University of Nairobi, Nairobi, Kenya
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Dalton C Wamalwa
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Ruth W Nduati
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Lyle McKinnon
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Manitoba, MB, Canada
| | - Joshua Kimani
- Partners for Health and Development in Africa (PHDA), Nairobi, Kenya
| | - Martin M Mulinge
- Department of Biochemistry, University of Nairobi, Nairobi, Kenya
- Kenya AIDS Vaccine Initiative - Institute of Clinical Research, University of Nairobi, Nairobi, Kenya
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Prevalence and Structure of HIV-1 Drug Resistance to Antiretrovirals in the Volga Federal District in 2008-2019. Viruses 2022; 14:v14091898. [PMID: 36146704 PMCID: PMC9503045 DOI: 10.3390/v14091898] [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: 07/19/2022] [Revised: 08/16/2022] [Accepted: 08/22/2022] [Indexed: 11/16/2022] Open
Abstract
The increasing number of HIV-infected people who are receiving ART, including those with low adherence, is causing the spread of HIV drug resistance (DR). A total of 1396 plasma samples obtained from treatment-experienced patients from the Volga federal district (VFD), Russia, were examined to investigate HIV DR occurrence. The time periods 2008−2015 and 2016−2019 were compared. Fragmentary Sanger sequencing was employed to identify HIV resistance to reverse transcriptase inhibitors (RTIs) and protease inhibitors (PIs) using an ABI 3500XL genetic analyzer, a ViroSeq™ HIV-1 genotyping system (Alameda, CA, USA) and AmpliSense HIV-Resist-Seq reagent kits (Moscow, Russia). In 2016−2019, HIV DR was detected significantly more often than in 2008−2015 (p < 0.01). Mutations to RTIs retained leading positions in the structure of DR. Frequencies of resistance mutations to nucleoside and non-nucleoside RTIs (NRTIs and NNRTIs) in the spectra of detected mutations show no significant differences. Resistance to NRTIs after 2016 began to be registered more often as a part of multidrug resistance (MDR), as opposed to resistance to a single class of antiretrovirals. The frequency of DR mutations to PIs was low, both before and after 2016 (7.9% and 6.1% in the spectrum, respectively, p > 0.05). MDR registration rate became significantly higher from 2008 to 2019 (17.1% to 72.7% of patients, respectively, p < 0.01). M184V was the dominant replacement in all the years of study. A significant increase in the frequency of K65R replacement was revealed. The prevalence of integrase strand transfer inhibitor (INSTI) resistance mutations remains to be investigated.
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Gil H, Delgado E, Benito S, Georgalis L, Montero V, Sánchez M, Cañada-García JE, García-Bodas E, Díaz A, Thomson MM. Transmission Clusters, Predominantly Associated With Men Who Have Sex With Men, Play a Main Role in the Propagation of HIV-1 in Northern Spain (2013–2018). Front Microbiol 2022; 13:782609. [PMID: 35432279 PMCID: PMC9009226 DOI: 10.3389/fmicb.2022.782609] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 03/14/2022] [Indexed: 11/13/2022] Open
Abstract
Viruses of HIV-1-infected individuals whose transmission is related group phylogenetically in transmission clusters (TCs). The study of the phylogenetic relations of these viruses and the factors associated with these individuals is essential to analyze the HIV-1 epidemic. In this study, we examine the role of TCs in the epidemiology of HIV-1 infection in Galicia and the Basque County, two regions of northern Spain. A total of 1,158 HIV-1-infected patients from both regions with new diagnoses (NDs) in 2013–2018 were included in the study. Partial HIV-1 pol sequences were analyzed phylogenetically by approximately maximum-likelihood with FastTree 2. In this analysis, 10,687 additional sequences from samples from HIV-1-infected individuals collected in Spain in 1999–2019 were also included to assign TC membership and to determine TCs’ sizes. TCs were defined as those which included viruses from ≥4 individuals, at least 50% of them Spaniards, and with ≥0.95 Shimodaira-Hasegawa-like node support in the phylogenetic tree. Factors associated to TCs were evaluated using odds ratios (OR) and their 95% CI. Fifty-one percent of NDs grouped in 162 TCs. Male patients (OR: 2.6; 95% CI: 1.5–4.7) and men having sex with men (MSM; OR: 2.1; 95% CI: 1.4–3.2) had higher odds of belonging to a TC compared to female and heterosexual patients, respectively. Individuals from Latin America (OR: 0.3; 95% CI: 0.2–0.4), North Africa (OR: 0.4; 95% CI: 0.2–1.0), and especially Sub-Saharan Africa (OR: 0.02; 95% CI: 0.003–0.2) were inversely associated to belonging to TCs compared to native Spaniards. Our results show that TCs are important components of the HIV-1 epidemics in the two Spanish regions studied, where transmission between MSM is predominant. The majority of migrants were infected with viruses not belonging to TCs that expand in Spain. Molecular epidemiology is essential to identify local peculiarities of HIV-1 propagation. The early detection of TCs and prevention of their expansion, implementing effective control measures, could reduce HIV-1 infections.
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Affiliation(s)
- Horacio Gil
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
- *Correspondence: Michael M. Thomson, ; Horacio Gil,
| | - 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
| | - Leonidas Georgalis
- 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
| | - Mónica Sánchez
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Javier E. Cañada-García
- 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
| | - Asunción Díaz
- HIV Surveillance and Behavioral Monitoring Unit, Centro Nacional de Epidemiología, 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
- *Correspondence: Michael M. Thomson, ; Horacio Gil,
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van Wijhe M, Fischer TK, Fonager J. Identification of risk factors associated with national transmission and late presentation of HIV-1, Denmark, 2009 to 2017. EURO SURVEILLANCE : BULLETIN EUROPEEN SUR LES MALADIES TRANSMISSIBLES = EUROPEAN COMMUNICABLE DISEASE BULLETIN 2021; 26. [PMID: 34823639 PMCID: PMC8619873 DOI: 10.2807/1560-7917.es.2021.26.47.2002008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BackgroundDespite availability of pre-exposure prophylaxis (PrEP), the incidence of HIV-1 in Europe remained stable the past decade. Reduction of new HIV-1 infections requires more knowledge about the profiles of high-risk transmitters and late presenters (LP).AimWe aimed to investigate risk factors associated with HIV-1 transmission clusters and late presentation with HIV-1 in Denmark.MethodsBlood samples and epidemiological information were collected from newly diagnosed HIV-1 patients between 2009 and 2017. We genotyped pol genes and performed phylogenetic analyses to identify clusters. Risk factors for clustering and LP were investigated with partial proportional odds and logistic regression. Covariates included transmission mode, HIV-1 subtype, age, origin and cluster activity.ResultsWe included 1,040 individuals in the analysis, 59.6% identified with subtype B and 48.4% in a cluster. Risk factors for clustering included Danish origin (odds ratio (OR): 2.95; 95% confidence interval (CI): 2.21-3.96), non-LP (OR: 1.44; 95% CI: 1.12-1.86), and men who have sex with men (MSM). Increasing age and non-B subtype infection decreased risk (OR: 0.69; 95% CI: 0.50-0.94). Risk for late presentation was lower for active clusters (OR: 0.60; 95% CI: 0.44-0.82) and Danish origin (OR: 0.43; 95% CI: 0.27-0.67). Non-Danish MSM had a lower risk than non-Danish heterosexuals (OR: 0.34; 95% CI: 0.21-0.55).ConclusionHIV-1 transmission in Denmark is driven by early diagnosed, young, subtype B infected MSM. These may benefit most from PrEP. Non-Danish heterosexual HIV-1 patients could benefit from improved communication to achieve earlier diagnosis and treatment.
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Affiliation(s)
- Maarten van Wijhe
- Department of Science and Environment, Roskilde University, Roskilde, Denmark.,Virus Research & Development Laboratory, Virus & Microbiological Special Diagnostics, Statens Serum Institut, Copenhagen, Denmark
| | - Thea K Fischer
- Department of Research, University hospital of Nordsjælland, Hillerød, Denmark.,Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Jannik Fonager
- Virus Research & Development Laboratory, Virus & Microbiological Special Diagnostics, Statens Serum Institut, Copenhagen, Denmark
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Yuan H, Liu Z, Wu X, Wu M, Fang Q, Zhang X, Shi T, Tully DC, Zhang T. Prevalence of transmitted HIV-1 drug resistance among treatment-naive individuals in China, 2000-2016. Arch Virol 2021; 166:2451-2460. [PMID: 34195923 DOI: 10.1007/s00705-021-05140-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 04/29/2021] [Indexed: 11/29/2022]
Abstract
Human immunodeficiency virus (HIV) with transmitted drug-resistance (TDR) limits the therapeutic options available for treatment-naive HIV patients. This study aimed to further our understanding of the prevalence and transmission characteristics of HIV with TDR for the application of first-line antiretroviral regimens. A total of 6578 HIV-1 protease/reverse-transcriptase sequences from treatment-naive individuals in China between 2000 and 2016 were obtained from the Los Alamos HIV Sequence Database and were analyzed for TDR. Transmission networks were constructed to determine genetic relationships. The spreading routes of large TDR clusters were identified using a Bayesian phylogeographic framework. TDR mutations were detected in 274 (4.51%) individuals, with 1.40% associated with resistance to nucleoside reverse transcriptase inhibitors, 1.52% to non-nucleoside reverse transcriptase inhibitors, and 1.87% to protease inhibitors. The most frequent mutation was M46L (58, 0.89%), followed by K103N (36, 0.55%), M46I (36, 0.55%), and M184V (26, 0.40%). The prevalence of total TDR initially decreased between 2000 and 2010 (OR = 0.83, 95% CI 0.73-0.95) and then increased thereafter (OR = 1.50, 95% CI 1.13-1.97). The proportion of sequences in a cluster (clustering rate) among HIV isolates with TDR sequences was lower than that of sequences without TDR (40.5% vs. 48.8%, P = 0.023) and increased from 27.3% in 2005-2006 to 63.6% in 2015-2016 (P < 0.001). While most TDR mutations were associated with reduced relative transmission fitness, mutation M46I was associated with higher relative transmission fitness than the wild-type strain. This study identified a low-level prevalence of TDR HIV in China during the last two decades. However, the increasing TDR HIV rate since 2010, the persistent circulation of drug resistance mutations, and the expansion of self-sustaining drug resistance reservoirs may compromise the efficacy of antiretroviral therapy programs.
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Affiliation(s)
- Huangbo Yuan
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, 200237, China.,State Key Laboratory of Genetic Engineering, Human Phenome Institute, and School of Life Sciences, Fudan University, Shanghai, China
| | - Zhenqiu Liu
- State Key Laboratory of Genetic Engineering, Human Phenome Institute, and School of Life Sciences, Fudan University, Shanghai, China
| | - Xuefu Wu
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, 200237, China
| | - Mingshan Wu
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, 200237, China
| | - Qiwen Fang
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, 200237, China
| | - Xin Zhang
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, 200237, China
| | - Tingting Shi
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, 200237, China
| | - Damien C Tully
- Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - Tiejun Zhang
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, 200237, China.
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Bousali M, Dimadi A, Kostaki EG, Tsiodras S, Nikolopoulos GK, Sgouras DN, Magiorkinis G, Papatheodoridis G, Pogka V, Lourida G, Argyraki A, Angelakis E, Sourvinos G, Beloukas A, Paraskevis D, Karamitros T. SARS-CoV-2 Molecular Transmission Clusters and Containment Measures in Ten European Regions during the First Pandemic Wave. Life (Basel) 2021; 11:life11030219. [PMID: 33803490 PMCID: PMC8001481 DOI: 10.3390/life11030219] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 02/12/2021] [Accepted: 03/03/2021] [Indexed: 12/23/2022] Open
Abstract
Background: The spatiotemporal profiling of molecular transmission clusters (MTCs) using viral genomic data can effectively identify transmission networks in order to inform public health actions targeting SARS-CoV-2 spread. Methods: We used whole genome SARS-CoV-2 sequences derived from ten European regions belonging to eight countries to perform phylogenetic and phylodynamic analysis. We developed dedicated bioinformatics pipelines to identify regional MTCs and to assess demographic factors potentially associated with their formation. Results: The total number and the scale of MTCs varied from small household clusters identified in all regions, to a super-spreading event found in Uusimaa-FI. Specific age groups were more likely to belong to MTCs in different regions. The clustered sequences referring to the age groups 50–100 years old (y.o.) were increased in all regions two weeks after the establishment of the lockdown, while those referring to the age group 0–19 y.o. decreased only in those regions where schools’ closure was combined with a lockdown. Conclusions: The spatiotemporal profiling of the SARS-CoV-2 MTCs can be a useful tool to monitor the effectiveness of the interventions and to reveal cryptic transmissions that have not been identified through contact tracing.
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Affiliation(s)
- Maria Bousali
- Bioinformatics and Applied Genomics Unit, Department of Microbiology, Hellenic Pasteur Institute, 11521 Athens, Greece; (M.B.); (A.D.); (V.P.)
| | - Aristea Dimadi
- Bioinformatics and Applied Genomics Unit, Department of Microbiology, Hellenic Pasteur Institute, 11521 Athens, Greece; (M.B.); (A.D.); (V.P.)
| | - Evangelia-Georgia Kostaki
- Department of Hygiene Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, 15772 Athens, Greece; (E.-G.K.); (G.M.)
| | - Sotirios Tsiodras
- 4th Department of Internal Medicine & Infectious Diseases, School of Medicine, National and Kapodistrian University of Athens, 15772 Athens, Greece;
| | | | - Dionyssios N. Sgouras
- Laboratory of Medical Microbiology, Department of Microbiology, Hellenic Pasteur Institute, 11521 Athens, Greece; (D.N.S.); (E.A.)
| | - Gkikas Magiorkinis
- Department of Hygiene Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, 15772 Athens, Greece; (E.-G.K.); (G.M.)
| | - George Papatheodoridis
- Department of Gastroenterology, Medical School of National and Kapodistrian University of Athens, “Laiko” General Hospital of Athens, 11527 Athens, Greece;
| | - Vasiliki Pogka
- Bioinformatics and Applied Genomics Unit, Department of Microbiology, Hellenic Pasteur Institute, 11521 Athens, Greece; (M.B.); (A.D.); (V.P.)
- Laboratory of Medical Microbiology, Department of Microbiology, Hellenic Pasteur Institute, 11521 Athens, Greece; (D.N.S.); (E.A.)
| | - Giota Lourida
- Infectious Diseases Clinic A, Sotiria Chest Diseases Hospital, 11527 Athens, Greece; (G.L.); (A.A.)
| | - Aikaterini Argyraki
- Infectious Diseases Clinic A, Sotiria Chest Diseases Hospital, 11527 Athens, Greece; (G.L.); (A.A.)
| | - Emmanouil Angelakis
- Laboratory of Medical Microbiology, Department of Microbiology, Hellenic Pasteur Institute, 11521 Athens, Greece; (D.N.S.); (E.A.)
- IRD, APHM, VITROME, IHU-Mediterranean Infections, Aix Marseille University, 13005 Marseille, France
| | - George Sourvinos
- Laboratory of Clinical Virology, School of Medicine, University of Crete, 71500 Heraklion, Greece;
| | - Apostolos Beloukas
- Department of Biomedical Sciences, University of West Attica, 12243 Athens, Greece
- Institute of Infection and Global Health, University of Liverpool, Liverpool L69 7BE, UK
- Correspondence: (A.B.); (D.P.); (T.K.); Tel.: +30-210-5385697 (A.B.); +30-210-7462114 (D.P.); +30-210-6478871 (T.K.)
| | - Dimitrios Paraskevis
- Department of Hygiene Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, 15772 Athens, Greece; (E.-G.K.); (G.M.)
- Correspondence: (A.B.); (D.P.); (T.K.); Tel.: +30-210-5385697 (A.B.); +30-210-7462114 (D.P.); +30-210-6478871 (T.K.)
| | - Timokratis Karamitros
- Bioinformatics and Applied Genomics Unit, Department of Microbiology, Hellenic Pasteur Institute, 11521 Athens, Greece; (M.B.); (A.D.); (V.P.)
- Laboratory of Medical Microbiology, Department of Microbiology, Hellenic Pasteur Institute, 11521 Athens, Greece; (D.N.S.); (E.A.)
- Correspondence: (A.B.); (D.P.); (T.K.); Tel.: +30-210-5385697 (A.B.); +30-210-7462114 (D.P.); +30-210-6478871 (T.K.)
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Di Giallonardo F, Pinto AN, Keen P, Shaik A, Carrera A, Salem H, Selvey C, Nigro SJ, Fraser N, Price K, Holden J, Lee FJ, Dwyer DE, Bavinton BR, Geoghegan JL, Grulich AE, Kelleher AD. Subtype-specific differences in transmission cluster dynamics of HIV-1 B and CRF01_AE in New South Wales, Australia. J Int AIDS Soc 2021; 24:e25655. [PMID: 33474833 PMCID: PMC7817915 DOI: 10.1002/jia2.25655] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 10/27/2020] [Accepted: 11/23/2020] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION The human immunodeficiency virus 1 (HIV-1) pandemic is characterized by numerous distinct sub-epidemics (clusters) that continually fuel local transmission. The aims of this study were to identify active growing clusters, to understand which factors most influence the transmission dynamics, how these vary between different subtypes and how this information might contribute to effective public health responses. METHODS We used HIV-1 genomic sequence data linked to demographic factors that accounted for approximately 70% of all new HIV-1 notifications in New South Wales (NSW). We assessed differences in transmission cluster dynamics between subtype B and circulating recombinant form 01_AE (CRF01_AE). Separate phylogenetic trees were estimated using 2919 subtype B and 473 CRF01_AE sequences sampled between 2004 and 2018 in combination with global sequence data and NSW-specific clades were classified as clusters, pairs or singletons. Significant differences in demographics between subtypes were assessed with Chi-Square statistics. RESULTS We identified 104 subtype B and 11 CRF01_AE growing clusters containing a maximum of 29 and 11 sequences for subtype B and CRF01_AE respectively. We observed a > 2-fold increase in the number of NSW-specific CRF01_AE clades over time. Subtype B clusters were associated with individuals reporting men who have sex with men (MSM) as their transmission risk factor, being born in Australia, and being diagnosed during the early stage of infection (p < 0.01). CRF01_AE infections clusters were associated with infections among individuals diagnosed during the early stage of infection (p < 0.05) and CRF01_AE singletons were more likely to be from infections among individuals reporting heterosexual transmission (p < 0.05). We found six subtype B clusters with an above-average growth rate (>1.5 sequences / 6-months) and which consisted of a majority of infections among MSM. We also found four active growing CRF01_AE clusters containing only infections among MSM. Finally, we found 47 subtype B and seven CRF01_AE clusters that contained a large gap in time (>1 year) between infections and may be indicative of intermediate transmissions via undiagnosed individuals. CONCLUSIONS The large number of active and growing clusters among MSM are the driving force of the ongoing epidemic in NSW for subtype B and CRF01_AE.
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Affiliation(s)
| | - Angie N Pinto
- The Kirby InstituteThe University of New South WalesSydneyNSWAustralia
- Royal Prince Alfred HospitalSydneyNSWAustralia
| | - Phillip Keen
- The Kirby InstituteThe University of New South WalesSydneyNSWAustralia
| | - Ansari Shaik
- The Kirby InstituteThe University of New South WalesSydneyNSWAustralia
| | | | - Hanan Salem
- New South Wales Health Pathology‐RPARoyal Prince Alfred HospitalCamperdownNSWAustralia
| | | | | | - Neil Fraser
- Positive Life New South WalesSydneyNSWAustralia
| | | | | | - Frederick J Lee
- New South Wales Health Pathology‐RPARoyal Prince Alfred HospitalCamperdownNSWAustralia
- Sydney Medical SchoolUniversity of SydneySydneyNSWAustralia
| | - Dominic E Dwyer
- New South Wales Health Pathology‐ICPMRWestmead HospitalWestmeadNSWAustralia
| | | | - Jemma L Geoghegan
- Department of Microbiology and ImmunologyUniversity of OtagoDunedinNew Zealand
- Institute of Environmental Science and ResearchWellingtonNew Zealand
| | - Andrew E Grulich
- The Kirby InstituteThe University of New South WalesSydneyNSWAustralia
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Ye M, Chen X, Wang Y, Zhou YH, Pang W, Zhang C, Zheng YT. HIV-1 Drug Resistance in ART-Naïve Individuals in Myanmar. Infect Drug Resist 2020; 13:1123-1132. [PMID: 32368103 PMCID: PMC7182463 DOI: 10.2147/idr.s246462] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 03/31/2020] [Indexed: 01/29/2023] Open
Abstract
Background Estimating the prevalence and characterizing the transmission of HIV-1 drug resistance in treatment-naïve individuals are very important in the prevention and control of HIV/AIDS. As one of the areas most affected by HIV/AIDS, few data are currently available for HIV-1 drug resistance in antiretroviral therapy (ART)-naïve individuals in Myanmar, which borders Yunnan, China. Methods HIV-1 pol sequences from ART-naïve HIV-1-infected individuals during 2008 and 2014 in Myanmar were retrieved from our previous studies. HIV-1 transmitted drug resistance (TDR) and susceptibility to antiretroviral drugs were predicted using the Stanford HIVdb program. HIV-1 transmission cluster (TC) was determined by Cluster Picker. Results A total of 169 partial pol sequences from ART-naïve HIV-1 positive Burmese were analyzed. The prevalence of TDR was 20.1%. CRF01_AE and BC recombinants appeared to have a higher prevalence of TDR than other subtypes. The V179D/T was found to be very common in the China–Myanmar border region and was involved in half of the transmission clusters formed by HIV-1 drug-resistance strains in this region. Comparison showed that drug-resistance mutation profile in Myanmar was very similar to that in Dehong prefecture of Yunnan. By further phylogenetic analysis with all available sequences from the China–Myanmar border region, four HIV-1 drug-resistance-related TCs were identified. Three of them were formed by Burmese long-distance truck drivers and the Burmese staying in Yunnan, and another was formed by Burmese injection drug users staying in Myanmar and Yunnan. These results suggest a potential transmission link of HIV-1 drug resistance between Myanmar and Yunnan. Conclusion Given the high prevalence of TDR in Myanmar, and the potential risk of cross-border transmission of HIV-1 drug-resistant strains between Myanmar and Yunnan, China, ongoing monitoring of HIV-1 drug resistance in ART-naïve individuals will provide a guideline for clinical antiretroviral treatment and benefit the prevention and control of HIV/AIDS in this border region.
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Affiliation(s)
- Mei Ye
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, KIZ-CUHK Joint Laboratory of Bioresources and Molecular Research in Common Diseases, Center for Biosafety Mega-Science, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, People's Republic of China.,Savaid Medical School, University of Chinese Academy of Sciences, Beijing 101408, People's Republic of China
| | - Xin Chen
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, KIZ-CUHK Joint Laboratory of Bioresources and Molecular Research in Common Diseases, Center for Biosafety Mega-Science, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, People's Republic of China.,Department of Pathogenic Biology, School of Basic Medical Sciences, Gannan Medical University, Ganzhou 341000, People's Republic of China
| | - Yu Wang
- KIZ-SU Joint Laboratory of Animal Model and Drug Development, College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215000, People's Republic of China
| | - Yan-Heng Zhou
- Shaanxi Engineering and Technological Research Center for Conversation and Utilization of Regional Biological Resources, College of Life Sciences, Yan'an University, Yan'an, Shaanxi 716000, People's Republic of China
| | - Wei Pang
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, KIZ-CUHK Joint Laboratory of Bioresources and Molecular Research in Common Diseases, Center for Biosafety Mega-Science, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, People's Republic of China
| | - Chiyu Zhang
- Pathogen Discovery and Evolution Unit, Institute Pasteur of Shanghai, Chinese Academy of Sciences, Shanghai 200025, People's Republic of China
| | - Yong-Tang Zheng
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences/Key Laboratory of Bioactive Peptides of Yunnan Province, KIZ-CUHK Joint Laboratory of Bioresources and Molecular Research in Common Diseases, Center for Biosafety Mega-Science, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, People's Republic of China.,KIZ-SU Joint Laboratory of Animal Model and Drug Development, College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215000, People's Republic of China
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