1
|
Reyné B, Djidjou-Demasse R, Sofonea MT, Alizon S. Mutant emergence timing and population immunisation status impact epidemiological dynamics. J Theor Biol 2025; 608:112140. [PMID: 40348170 DOI: 10.1016/j.jtbi.2025.112140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 04/19/2025] [Accepted: 05/04/2025] [Indexed: 05/14/2025]
Abstract
A key question in evolutionary epidemiology is to determine differences in the conditions that may allow some mutant strains to spread in a population where a resident strain is already circulating. Evolutionary invasion analyses assume that the immunity is long-lasting for previously infected individuals making it difficult to study traits such as immune escape. We relax this last assumption and allow the environment faced by the mutant to fluctuate outside of any epidemiological equilibrium. We introduce an original two-strains non-Markovian model that accounts for realistic immunity waning and cross-immunity, inspired by the case of SARS-CoV-2 variants. We show that mutants with increased contagiousness or with some immune escape abilities are more likely to invade the population. We also show that the timing of the introduction of mutant strain in the population is key because it is associated with the population's immunisation status. Our results underline the importance of immune waning and non-equilibrium dynamics on infectious disease evolution.
Collapse
Affiliation(s)
- Bastien Reyné
- MIVEGEC, Univ. Montpellier, IRD, CNRS, Montpellier, France; Univ. Bordeaux, INSERM, INRIA, BPH, U1219, Bordeaux, F-33000, France.
| | - Ramsès Djidjou-Demasse
- MIVEGEC, Univ. Montpellier, IRD, CNRS, Montpellier, France; École Polytechnique de Thiès, Thiès, Sénégal
| | - Mircea T Sofonea
- PCCEI, Univ. Montpellier, INSERM, Montpellier, France; Department of Anesthesiology, Critical Care, Intensive Care, Pain and Emergency Medicine, CHU Nîmes, Nîmes, France
| | - Samuel Alizon
- CIRB, Collège de France, CNRS, INSERM, Université PSL, Paris, France
| |
Collapse
|
2
|
Zampieri F, Michieletto F, Zanatta A. Rise and fall of the myth of the good pathogen in evolutionary biology and medicine. Int J Infect Dis 2025; 153:107836. [PMID: 39921082 DOI: 10.1016/j.ijid.2025.107836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Revised: 02/01/2025] [Accepted: 02/03/2025] [Indexed: 02/10/2025] Open
Abstract
The history of the conception of evolution of virulence is well known. However, in this period following the COVID-19 pandemic, it may be useful to recap such a current topic. In public debate, it has often been heard that COVID-19 was destined to evolve into a less virulent form because it would be in the virus's interest to coexist with the human population. This concept can be defined as the "Myth of the Good Pathogen" and originated from Smith's "law of declining virulence." The successes achieved thanks to vaccinations and antibiotics led the medical community, between the 1940s and the 1970s, to argue that the battle against infectious diseases had been won. However, the AIDS pandemic brought back down to earth the scientific community in their speculations about plagues. Since the 1970s, biologists have advanced the "virulence transmission trade-offs theory," a new model according to which intermediate virulence maximizes pathogenicity as a result of a trade-off between virulence and transmission. The introduction of trade-off models represented a crucial change that replaced the binary logic according to which natural selection shaped adaptations, whereas maladaptation escaped selection. This change was fundamental for the introduction of a new perspective in medicine, namely, Evolutionary Medicine, which might be an essential tool not only for understanding the dynamics of epidemics but also for preventing and curing infectious diseases.
Collapse
Affiliation(s)
- Fabio Zampieri
- University of Padua, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, Padua, Italy
| | | | - Alberto Zanatta
- University of Padua, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, Padua, Italy.
| |
Collapse
|
3
|
Zeeb M, Frischknecht P, Balakrishna S, Jörimann L, Tschumi J, Zsichla L, Chaudron SE, Jaha B, Neumann K, Leemann C, Huber M, Leuzinger K, Günthard HF, Metzner KJ, Kouyos RD, The Zurich HIV Primary Infection Cohort Study, and the Swiss HIV Cohort Study. Addressing data management and analysis challenges in viral genomics: The Swiss HIV cohort study viral next generation sequencing database. PLOS DIGITAL HEALTH 2025; 4:e0000825. [PMID: 40257980 PMCID: PMC12011223 DOI: 10.1371/journal.pdig.0000825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 03/16/2025] [Indexed: 04/23/2025]
Abstract
Numerous HIV related outcomes can be determined on the viral genome, for example, resistance associated mutations, population transmission dynamics, viral heritability traits, or time since infection. Viral sequences of people with HIV (PWH) are therefore essential for therapeutic and research purposes. While in the first three decades of the HIV pandemic viral genomes were mainly sequenced using Sanger sequencing, the last decade has seen a shift towards next-generation sequencing (NGS) as the preferred method. NGS can achieve near full length genome sequence coverage and simultaneously, it accurately encapsulates the within-host diversity by characterizing HIV subpopulations. NGS opens new avenues for HIV research, but it also presents challenges concerning data management and analysis. We therefore set up the Swiss HIV Cohort Study Viral NGS Database (SHCND) to address key issues in the handling of NGS data including high loads of raw- and processed NGS data, data storage solutions, downstream application of sophisticated bioinformatic tools, high-performance computing resources, and reproducibility. The database is nested within the Swiss HIV Cohort Study (SHCS) and the Zurich Primary HIV Infection Cohort Study (ZPHI), which together enrolled 21,876 PWH since 1988 and include a biobank dating back to the early nineties. Since its initiation in 2018, the SHCND accumulated NGS sequences (plasma and proviral origin) of 5,178 unique PWH. We here describe the design, set-up, and use of this NGS database. Overall, the SHCND has contributed to several research projects on HIV pathogenesis, treatment, drug resistance, and molecular epidemiology, and has thereby become a central part of HIV-genomics research in Switzerland.
Collapse
Affiliation(s)
- Marius Zeeb
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Paul Frischknecht
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Suraj Balakrishna
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Lisa Jörimann
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Jasmin Tschumi
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Levente Zsichla
- Institute of Biology, ELTE Eötvös Loránd University, Budapest, Hungary
- National Laboratory for Health Security, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Sandra E. Chaudron
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Bashkim Jaha
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Kathrin Neumann
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Christine Leemann
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Michael Huber
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | | | - Huldrych F. Günthard
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Karin J. Metzner
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Roger D. Kouyos
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | | |
Collapse
|
4
|
Zhang XY, Wang L, Jiang Y, Huang SM, Zhu HR, Liu W, Wang JY, Wei XH, Zhao YL, Wei WJ, Fei T, Chen XH, Wang D, Li JL, Ling H, Zhuang M. Low CD4 count was characterized in recent HIV CRF01_AE infection and it rapidly increased to reach a peak in the first year since ART initiation. BMC Infect Dis 2025; 25:443. [PMID: 40165131 PMCID: PMC11956320 DOI: 10.1186/s12879-025-10799-5] [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] [Subscribe] [Scholar Register] [Received: 05/19/2024] [Accepted: 03/13/2025] [Indexed: 04/02/2025] Open
Abstract
BACKGROUND Currently, most people living with HIV (PLWH) in China have a strong awareness of diagnosis and treatment in the early stage of HIV infection. Subtype-specific virological and immunological features of recently infected PLWH have not yet been elucidated. METHODS Data including CD4 count and viral load (VL) of 1508 anti-retroviral therapy (ART) -naïve PLWH were obtained from the HIV Database and comparatively analyzed among PLWH with different HIV subtypes. The infection status of 402 newly diagnosed and ART-naïve PLWH from a cohort of men who have sex with men (MSM) in China was evaluated using diagnosis records and LAg-Avidity EIA. Based on partial pol genes, HIV genotypes in 120 recent, 68 long-term, and 54 chronic infections were identified. The CD4 count, CD8 count, and VL, as well as trajectories of dynamic CD4 counts during ART of local PLWH with different HIV subtypes, were compared using non-parametric tests. RESULTS For the HIV database, the CD4 count in PLWH with CRF01_AE was lower than that in PLWH with CRF07_BC or subtype B. For the recently infected local PLWH, CRF01_AE was the dominant HIV subtype (65.83%), followed by CRF07_BC (18.33%) and subtype B (15.83%). Recent CRF01_AE infections showed a lower baseline CD4 count than CRF07_BC infections. During ART for recently infected PLWH, the CD4 count in the CRF01_AE group rapidly increased to reach a peak at the end of the first year post-ART, while the CD4 count in the CRF07_BC group increased slowly to reach a plateau at the end of the third year. The CD4 count in the subtype B group increased significantly to reach a plateau within the first two years and then its trajectory overlapped with that of the CRF07_BC group at the end of the third year post-ART. CONCLUSIONS CRF01_AE rapidly reduced CD4 count during the recent HIV infection. The CD4 count of the recently infected individuals with CRF01_AE increased sharply and reached its highest level of recovery within the first year of ART initiation. This study revealed an important time point for estimating CD4 count recovery post-ART in individuals with different HIV subtypes.
Collapse
Affiliation(s)
- Xue-Ying Zhang
- Department of Microbiology, Harbin Medical University, Harbin, China
| | - Li Wang
- Department of Infectious Diseases, Heilongjiang Provincial Hospital, Harbin, China
| | - Yue Jiang
- Department of Microbiology, Harbin Medical University, Harbin, China
| | - Si-Miao Huang
- Department of Microbiology, Harbin Medical University, Harbin, China
| | - Hong-Rui Zhu
- Department of Microbiology, Harbin Medical University, Harbin, China
| | - Wei Liu
- Department of Microbiology, Harbin Medical University, Harbin, China
| | - Jia-Ye Wang
- Department of Microbiology, Harbin Medical University, Harbin, China
| | - Xiang-Hui Wei
- Department of Microbiology, Harbin Medical University, Harbin, China
| | - Yi-Lin Zhao
- Department of Microbiology, Harbin Medical University, Harbin, China
| | - Wen-Juan Wei
- Center for AIDS/STD Treatment, Harbin Sixth Hospital, Harbin, China
| | - Teng Fei
- Clinical Laboratory, Heilongjiang Provincial Hospital, Harbin, China
| | - Xiao-Hong Chen
- Department of Infectious Diseases, the Fourth Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Dan Wang
- AIDS Diagnosis and Treatment Center of Heilongjiang Province, Infectious Disease Hospital of Heilongjiang Province, Harbin, China
| | - Jin-Liang Li
- Center for AIDS/STD Treatment, Harbin Sixth Hospital, Harbin, China
| | - Hong Ling
- Department of Microbiology, Harbin Medical University, Harbin, China.
- Heilongjiang Provincial Key Laboratory of Infection and Immunity, Harbin, China.
- Key Laboratory of Pathogen Biology, Harbin, China.
| | - Min Zhuang
- Department of Microbiology, Harbin Medical University, Harbin, China.
- Heilongjiang Provincial Key Laboratory of Infection and Immunity, Harbin, China.
- Key Laboratory of Pathogen Biology, Harbin, China.
| |
Collapse
|
5
|
Wirden M, Tombette F, Lambert‐Niclot S, Chaix M, Marque‐Juillet S, Bouvier‐Alias M, Roquebert B, Machado M, Avettand‐Fenoel V, Gantner P, Alidjinou EK, Stefic K, Plantier J, Calvez V, Descamps D, Marcelin A, Visseaux B, the ANRS‐MIE resistance study group. Benefits of HIV-1 transmission cluster surveillance: a French retrospective observational study of the molecular and epidemiological co-evolution of recent circulating recombinant forms 94 and 132. J Int AIDS Soc 2025; 28:e26416. [PMID: 39875664 PMCID: PMC11774651 DOI: 10.1002/jia2.26416] [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: 05/27/2024] [Accepted: 01/20/2025] [Indexed: 01/30/2025] Open
Abstract
INTRODUCTION Molecular surveillance is an important tool for detecting chains of transmission and controlling the HIV epidemic. This can also improve our knowledge of molecular and epidemiological factors for the optimization of prevention. Our objective was to illustrate this by studying the molecular and epidemiological evolution of the cluster including the new circulating recombinant form (CRF) 94_cpx of HIV-1, detected in 2017 and targeted by preventive actions in 2018. METHODS In June 2022, 32 HIV-1 sequence databases from French laboratories were screened to identify all individuals who had acquired CRF94_cpx or a similar strain, whatever the date of diagnosis. Phylogenetic analyses were performed with the sequences identified, and biological parameters were collected at the time of diagnosis and after the start of treatment to analyse the evolution of the cluster. Full genomes were sequenced to characterize the new strains. RESULTS We analysed 98 HIV-1 isolates: 63 were CRF94, three were unclassifiable, and the other 32 formed a new cluster containing a new recombinant, CRF132_94B, derived from CRF94 and a subtype B strain. At least 95% of the individuals in both the CRF94 and CRF132 clusters were men who have sex with men (MSM), most of whom had acquired HIV less than 12 months before diagnosis. The number of CRF94 diagnoses declined drastically after 2018, but CRF132 strains spread widely between 2020 and 2022, into a different area of Ile-de-France region and within a younger population nevertheless aware of pre-exposure prophylaxis. Higher viraemia, lower CD4 cell counts and delayed treatment efficacy suggested that CRF94 was more virulent than CRF132, possibly due to the F subtype fragment of the vif gene. CONCLUSIONS These findings highlight the role of the MSM transmission cluster in spreading HIV and new variants. They show also the benefits of cluster surveillance for improving the targeting of preventive interventions, detecting the emergence of new strains and enriching our knowledge on virulence mechanisms. However, these investigations require support with sufficient resources dedicated to a regional or national programme to be responsive and effective.
Collapse
Affiliation(s)
- Marc Wirden
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique IPLESP, AP‐HPHôpital Pitié Salpêtrière, Laboratoire de virologieParisFrance
| | - Fabienne Tombette
- Univ Rouen Normandie, UNICAEN, INSERM, DYNAMICURE UMR 1311, CHU de Rouen, Service de virologieCentre National de référence VIHRouenFrance
| | | | - Marie‐Laure Chaix
- AP‐HP, Hôpital Saint‐LouisService de Virologie, INSERM U944ParisFrance
| | | | | | | | - Moise Machado
- Grand Hôpital de l'Est Francilien, Site Marne‐La‐ValléeService des Maladies Infectieuses et TropicalesJossignyFrance
| | | | | | | | | | - Jean‐Christophe Plantier
- Univ Rouen Normandie, UNICAEN, INSERM, DYNAMICURE UMR 1311, CHU de Rouen, Service de virologieCentre National de référence VIHRouenFrance
| | - Vincent Calvez
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique IPLESP, AP‐HPHôpital Pitié Salpêtrière, Laboratoire de virologieParisFrance
| | - Diane Descamps
- AP‐HP, Hôpital Bichat Claude BernardService de Virologie, INSERM, IAMEParisFrance
| | - Anne‐Genevieve Marcelin
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique IPLESP, AP‐HPHôpital Pitié Salpêtrière, Laboratoire de virologieParisFrance
| | - Benoit Visseaux
- AP‐HP, Hôpital Bichat Claude BernardService de Virologie, INSERM, IAMEParisFrance
| | | |
Collapse
|
6
|
Jiao Y, An M, Zhang N, Zhang H, Zheng C, Chen L, Li H, Zhang Y, Gan Y, Zhao J, Shang H, Han X. Multiple third-generation recombinants formed by CRF55_01B and CRF07_BC in newly diagnosed HIV-1 infected patients in Shenzhen city, China. Virol J 2024; 21:306. [PMID: 39593171 PMCID: PMC11590514 DOI: 10.1186/s12985-024-02563-z] [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: 07/25/2024] [Accepted: 10/29/2024] [Indexed: 11/28/2024] Open
Abstract
In the evolution landscape of HIV, the coexistence of multiple subtypes has led to new, complex recombinants, posing public health challenges. CRF55_01B, first identified among MSM in Shenzhen, China, has spread rapidly across China. In this study, 47 plasma samples from newly diagnosed HIV-1 CRF55_01B patients in Shenzhen, of which the genotype was only identified by the routine HIV drug resistance test, were collected. Multiple gene regions were acquired using Sanger and next-generation sequencing methods, followed by the phylogenetic reconstruction, recombination breakpoint scanning, Bayesian molecular clock, and the prediction of coreceptors. From 47 samples, we found seven new unique recombinants formed by CRF55_01B and CRF07_BC, which shared similar breakpoints in certain gene regions and primarily utilized CCR5 receptors. All of the most recent common ancestors of subregions for these recombinants were estimated to be later than CRF55_01B and CRF07_BC, potentially suggesting they are the third-generation recombinants formed by CRF55_01B and CRF07_BC as parents. The continuous emergence of new recombinants highlights the increasing complexity of circulating strains in Shenzhen, and also suggests that subtype analysis using partial pol gene may lead to an overestimation of the major subtype strains and an underestimation of new complex HIV recombinants. Consequently, to effectively address and mitigate the complex HIV epidemic, there is an urgent need for expanded monitoring and the optimization of testing methodologies.
Collapse
Affiliation(s)
- Yan Jiao
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, Liaoning Province, China
- Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China
- Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China
| | - Minghui An
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, Liaoning Province, China
- Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China
- Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China
| | - Nan Zhang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, Liaoning Province, China
- Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China
- Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China
| | - Hui Zhang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, Liaoning Province, China
- Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China
- Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China
| | - Chenli Zheng
- Department of HIV/AIDS Control and Prevention, Shenzhen Center for Disease Control and Prevention, Shenzhen, China
| | - Lin Chen
- Department of HIV/AIDS Control and Prevention, Shenzhen Center for Disease Control and Prevention, Shenzhen, China
| | - Hao Li
- Department of HIV/AIDS Control and Prevention, Shenzhen Center for Disease Control and Prevention, Shenzhen, China
| | - Yan Zhang
- Department of HIV/AIDS Control and Prevention, Shenzhen Center for Disease Control and Prevention, Shenzhen, China
| | - Yongxia Gan
- Department of HIV/AIDS Control and Prevention, Shenzhen Center for Disease Control and Prevention, Shenzhen, China
| | - Jin Zhao
- Department of HIV/AIDS Control and Prevention, Shenzhen Center for Disease Control and Prevention, Shenzhen, China.
| | - Hong Shang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, Liaoning Province, China.
- Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China.
- Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China.
| | - Xiaoxu Han
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, Liaoning Province, China.
| |
Collapse
|
7
|
Horsburgh BA, Walker GJ, Kelleher A, Lloyd AR, Bull RA, Giallonardo FD. Next-Generation Sequencing Methods for Near-Real-Time Molecular Epidemiology of HIV and HCV. Rev Med Virol 2024; 34:e70001. [PMID: 39428551 DOI: 10.1002/rmv.70001] [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: 06/19/2024] [Revised: 07/22/2024] [Accepted: 10/13/2024] [Indexed: 10/22/2024]
Abstract
The World Health Organisation has set targets of reducing the transmission of new hepatitis C (HCV) infections by 90%, and ending human immunodeficiency virus-1 (HIV) as a public health threat, by 2030. To achieve this, efficient and timely viral surveillance, and effective public health interventions, are required. Traditional epidemiological methods are largely dependent on the recognition of incident cases with symptomatic illness; acute HIV and HCV infections are commonly asymptomatic, which may lead to delays in the recognition of such new infections. Instead, for these viruses, molecular epidemiology may improve the detection of, and response to, clusters of viral transmission. Molecular epidemiology using historical datasets has highlighted key populations that may have benefitted from a timely intervention. Similar analyses performed on contemporary samples are needed to underpin the 2030 targets, but this requires the generation of a cohesive dataset of viral genome sequences in near-real-time. To generate such data, methodologies harnessing next-generation sequencing (NGS) should be utilised. Here we discuss the opportunity presented by NGS for public health surveillance of HIV and HCV, and discuss three methods that can generate sequences for such analysis. These include full-length genome amplification, utilised for analysis of HCV in the research space; tiling PCR, which was the method of choice for many diagnostic laboratories in the SARS-CoV-2 pandemic; and bait-capture hybridisation, which has been utilised in local HIV outbreaks. These techniques could be applied for near-real-time HIV and HCV surveillance, informing public health strategies that will be key to achieving 2030 targets.
Collapse
Affiliation(s)
- Bethany A Horsburgh
- Faculty of Medicine, The Kirby Institute, University of New South Wales, Sydney, Australia
| | - Gregory J Walker
- Virology Research Laboratory, Serology and Virology Division (SAViD), Prince of Wales Hospital, Randwick, Australia
- Faculty of Medicine, School of Biomedical Sciences, University of New South Wales, Sydney, Australia
| | - Anthony Kelleher
- Faculty of Medicine, The Kirby Institute, University of New South Wales, Sydney, Australia
| | - Andrew R Lloyd
- Faculty of Medicine, The Kirby Institute, University of New South Wales, Sydney, Australia
| | - Rowena A Bull
- Faculty of Medicine, The Kirby Institute, University of New South Wales, Sydney, Australia
- Faculty of Medicine, School of Biomedical Sciences, University of New South Wales, Sydney, Australia
| | | |
Collapse
|
8
|
Nair M, Gettins L, Fuller M, Kirtley S, Hemelaar J. Global and regional genetic diversity of HIV-1 in 2010-21: systematic review and analysis of prevalence. THE LANCET. MICROBE 2024; 5:100912. [PMID: 39278231 DOI: 10.1016/s2666-5247(24)00151-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 05/27/2024] [Accepted: 05/30/2024] [Indexed: 09/18/2024]
Abstract
BACKGROUND The extensive global genetic diversity of HIV-1 poses a major challenge to HIV vaccine development. We aimed to determine recent estimates of and changes in the global and regional distributions of HIV-1 genetic variants. METHODS We conducted a systematic literature review by searching PubMed, Embase, Global Health, and CINAHL for studies containing country-specific HIV-1 subtyping data, published between Jan 1, 2010 and Sep 16, 2022. The proportions of HIV-1 subtypes, circulating recombinant forms (CRFs), and unique recombinant forms (URFs) in each country were weighted by UNAIDS estimates of the numbers of people living with HIV (PLHIV) in each country to obtain regional and global prevalence estimates of HIV-1 subtypes, CRFs, and URFs with 95% CIs for the time periods 2010-15 and 2016-21. The protocol is registered with PROSPERO, CRD42017067164. FINDINGS We obtained 1044 datasets, containing HIV-1 subtyping data from 653 013 PLHIV from 122 countries in 2010-2021. In 2016-2021, subtype C accounted for 50·4% (95% CI 50·2-50·7; n=18 570 462 of 36 823 798) of global HIV infections, subtype A for 12·4% (12·2-12·6; n=4 571 250), subtype B for 11·3% (11·1-11·5; n=4 157 686), subtype G for 2·9% (2·9-3·0; n=1 083 568), subtype D for 2·6% (2·5-2·7; n=945 815), subtype F for 0·9% (0·8-0·9; n=316 724), CRFs for 15·1% (14·9-15·3; n=5 564 566), and URFs for 2·0% (1·9-2·1; n=733 374). Subtypes H, J, and K each accounted for 0·1% or less of infections. Compared with 2010-15, we observed significant (p<0·0001) increases in global proportions of subtype A (0·9%, 95% CI 0·7 to 1·1) and subtype C (3·4%, 3·0 to 3·7) and decreases in subtype D (-0·5%, -0·6 to -0·4), subtype G (-0·8%, -1·0 to -0·7), CRFs (-1·0%, -1·3 to -0·8), and URFs (-1·8%, -1·9 to -1·7), with no changes for subtypes B and F. The global proportion of infections attributed to recombinants decreased from 21·6% (95% CI 21·4 to 21·7; n=7 099 252 of 32 622 808) in 2010-15 to 19·3% (19·1 to 19·5; n=7 094 694 of 36 823 798) in 2016-21 (-2·3%, 95% CI -2·6 to -2·0; p<0·0001). Regional distributions of HIV-1 variants were complex and evolving, with global trends in the prevalence of HIV-1 variants supported by trends across the regions. INTERPRETATION Global and regional HIV-1 genetic diversity are complex and continue to evolve. Continued and improved surveillance of HIV-1 variants remains vital for HIV vaccine development and implementation. FUNDING None.
Collapse
Affiliation(s)
- Malavika Nair
- Infectious Disease Epidemiology Unit, National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Lucy Gettins
- Infectious Disease Epidemiology Unit, National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Matthew Fuller
- Infectious Disease Epidemiology Unit, National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Shona Kirtley
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, UK
| | - Joris Hemelaar
- Infectious Disease Epidemiology Unit, National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
| |
Collapse
|
9
|
Topcu C, Vrancken B, Rodosthenous JH, van de Vijver D, Siakallis G, Lemey P, Kostrikis LG. Mapping Transmission Dynamics and Drug Resistance Surveillance in the Cyprus HIV-1 Epidemic (2017-2021). Viruses 2024; 16:1449. [PMID: 39339925 PMCID: PMC11437465 DOI: 10.3390/v16091449] [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] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 09/05/2024] [Accepted: 09/05/2024] [Indexed: 09/30/2024] Open
Abstract
The human immunodeficiency virus type 1 (HIV-1) epidemic has been a major public health threat on a global scale since the early 1980s. Despite the introduction of combination antiretroviral therapy (cART), the incidence of new HIV-1 infections continues to rise in some regions around the world. Thus, with the continuous transmission of HIV-1 and the lack of a cure, it is imperative for molecular epidemiological studies to be performed, to monitor the infection and ultimately be able to control the spread of this virus. This work provides a comprehensive molecular epidemiological analysis of the HIV-1 infection in Cyprus, through examining 305 HIV-1 sequences collected between 9 March 2017 and 14 October 2021. Employing advanced statistical and bioinformatic techniques, the research delved deeply into understanding the transmission dynamics of the HIV-1 epidemic in Cyprus, as well as the monitoring of HIV-1's genetic diversity and the surveillance of transmitted drug resistance. The characterization of Cyprus's HIV-1 epidemic revealed a diverse landscape, comprising 21 HIV-1 group M pure subtypes and circulating recombinant forms (CRFs), alongside numerous uncharacterized recombinant strains. Subtypes A1 and B emerged as the most prevalent strains, followed by CRF02_AG. The findings of this study also revealed high levels of transmitted drug resistance (TDR) patterns, raising concerns for the efficacy of cART. The demographic profiles of individuals involved in HIV-1 transmission underscored the disproportionate burden borne by young to middle-aged Cypriot males, particularly those in the MSM community, who reported contracting the virus in Cyprus. An assessment of the spatiotemporal evolutionary dynamics illustrated the global interconnectedness of HIV-1 transmission networks, implicating five continents in the dissemination of strains within Cyprus: Europe, Africa, Asia, North America, and Oceania. Overall, this study advances the comprehension of the HIV-1 epidemic in Cyprus and highlights the importance of understanding HIV-1's transmission dynamics through continuous surveillance efforts. Furthermore, this work emphasizes the critical role of state-of-the-art bioinformatics analyses in addressing the challenges posed by HIV-1 transmission globally, laying the groundwork for public health interventions aimed at curbing its spread and improving patient outcomes.
Collapse
Affiliation(s)
- Cicek Topcu
- Laboratory of Biotechnology and Molecular Virology, Department of Biological Sciences, University of Cyprus, 2109 Nicosia, Cyprus
| | - Bram Vrancken
- Spatial Epidemiology Lab (SpELL), Université Libre de Bruxelles, 1050 Bruxelles, Belgium
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, 3000 Leuven, Belgium
| | - Johana Hezka Rodosthenous
- Laboratory of Biotechnology and Molecular Virology, Department of Biological Sciences, University of Cyprus, 2109 Nicosia, Cyprus
| | - David van de Vijver
- Department of Viroscience, Erasmus University Medical Centre, 3015 GD Rotterdam, The Netherlands
| | | | - Philippe Lemey
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, 3000 Leuven, Belgium
| | - Leondios G. Kostrikis
- Laboratory of Biotechnology and Molecular Virology, Department of Biological Sciences, University of Cyprus, 2109 Nicosia, Cyprus
- Cyprus Academy of Sciences, Letters, and Arts, 1011 Nicosia, Cyprus
| |
Collapse
|
10
|
Omar S, Woodman ZL. The evolution of envelope function during coinfection with phylogenetically distinct human immunodeficiency virus. BMC Infect Dis 2024; 24:934. [PMID: 39251948 PMCID: PMC11385138 DOI: 10.1186/s12879-024-09805-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 08/23/2024] [Indexed: 09/11/2024] Open
Abstract
BACKGROUND Coinfection with two phylogenetically distinct Human Immunodeficiency Virus-1 (HIV-1) variants might provide an opportunity for rapid viral expansion and the emergence of fit variants that drive disease progression. However, autologous neutralising immune responses are known to drive Envelope (Env) diversity which can either enhance replicative capacity, have no effect, or reduce viral fitness. This study investigated whether in vivo outgrowth of coinfecting variants was linked to pseudovirus and infectious molecular clones' infectivity to determine whether diversification resulted in more fit virus with the potential to increase disease progression. RESULTS For most participants, emergent recombinants displaced the co-transmitted variants and comprised the major population at 52 weeks postinfection with significantly higher entry efficiency than other co-circulating viruses. Our findings suggest that recombination within gp41 might have enhanced Env fusogenicity which contributed to the increase in pseudovirus entry efficiency. Finally, there was a significant correlation between pseudovirus entry efficiency and CD4 + T cell count, suggesting that the enhanced replicative capacity of recombinant variants could result in more virulent viruses. CONCLUSION Coinfection provides variants with the opportunity to undergo rapid recombination that results in more infectious virus. This highlights the importance of monitoring the replicative fitness of emergent viruses.
Collapse
Affiliation(s)
- Shatha Omar
- Department of Integrative Biomedical Sciences (IBMS), Division of Medical Biochemistry and Structural Biology, University of Cape Town, Cape Town, South Africa
- Department of Biomedical Sciences, Division of Molecular Biology and Human Genetics, TB Genomics Group, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Zenda L Woodman
- Department of Integrative Biomedical Sciences (IBMS), Division of Medical Biochemistry and Structural Biology, University of Cape Town, Cape Town, South Africa.
| |
Collapse
|
11
|
Neuner-Jehle N, Zeeb M, Thorball CW, Fellay J, Metzner KJ, Frischknecht P, Neumann K, Leeman C, Rauch A, Stöckle M, Huber M, Perreau M, Bernasconi E, Notter J, Hoffmann M, Leuzinger K, Günthard HF, Pasin C, Kouyos RD, the Swiss HIV Cohort Study (SHCS). Using viral diversity to identify HIV-1 variants under HLA-dependent selection in a systematic viral genome-wide screen. PLoS Pathog 2024; 20:e1012385. [PMID: 39116192 PMCID: PMC11335148 DOI: 10.1371/journal.ppat.1012385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 08/20/2024] [Accepted: 07/02/2024] [Indexed: 08/10/2024] Open
Abstract
The pathogenesis of HIV-1 infection is governed by a highly dynamic, time-dependent interaction between the host and the viral genome. In this study, we developed a novel systematic approach to assess the host-virus interaction, using average pairwise viral diversity as a proxy for time since infection, and applied this method to nearly whole viral genome sequences (n = 4,464), human leukocyte antigen (HLA) genotyping data (n = 1,044), and viral RNA load (VL) measurements during the untreated chronic phase (n = 829) of Swiss HIV Cohort Study participants. Our systematic genome-wide screen revealed for 98 HLA/viral-variant pairs a signature of immune-driven selection in the form of an HLA-dependent effect of infection time on the presence of HIV amino acid variants. Of these pairs, 12 were found to have an effect on VL. Furthermore, 28/58 pairs were validated by time-to-event analyses and 48/92 by computational HLA-epitope predictions. Our diversity-based approach allows a powerful and systematic investigation of the interaction between the virus and cellular immunity, revealing a notable subset of such interaction effects. From an evolutionary perspective, these observations underscore the complexity of HLA-mediated selection pressures on the virus that shape viral evolution and pathogenesis.
Collapse
Affiliation(s)
- Nadia Neuner-Jehle
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Marius Zeeb
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Christian W. Thorball
- Precision Medicine Unit, Biomedical Data Science Center, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Jacques Fellay
- Precision Medicine Unit, Biomedical Data Science Center, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Karin J. Metzner
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Paul Frischknecht
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Kathrin Neumann
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Christine Leeman
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Andri Rauch
- Department of Infectious Diseases, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Marcel Stöckle
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Michael Huber
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Matthieu Perreau
- Divisions of Immunology and Allergy, Lausanne University Hospital, Lausanne, Switzerland
| | - Enos Bernasconi
- Division of Infectious Diseases, Ente Ospedaliero Cantonale, Lugano, University of Geneva and University of Southern Switzerland, Lugano, Switzerland
| | - Julia Notter
- Division of Infectious Diseases, Infection Prevention and Travel Medicine, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - Matthias Hoffmann
- Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital Olten, Olten, Switzerland
| | | | - Huldrych F. Günthard
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Chloé Pasin
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
- Collegium Helveticum, Zurich, Switzerland
| | - Roger D. Kouyos
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | | |
Collapse
|
12
|
Taiaroa G, Chibo D, Herman S, Taouk ML, Gooey M, D'Costa J, Sameer R, Richards N, Lee E, Macksabo L, Higgins N, Price DJ, Jen Low S, Steinig E, Martin GE, Moso MA, Caly L, Prestedge J, Fairley CK, Chow EP, Chen MY, Duchene S, Hocking JS, Lewin SR, Williamson DA. Characterising HIV-1 transmission in Victoria, Australia: a molecular epidemiological study. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2024; 47:101103. [PMID: 38953059 PMCID: PMC11215101 DOI: 10.1016/j.lanwpc.2024.101103] [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] [Received: 04/02/2024] [Accepted: 05/15/2024] [Indexed: 07/03/2024]
Abstract
Background In Australia the incidence of HIV has declined steadily, yet sustained reduction of HIV transmission in this setting requires improved public health responses. As enhanced public health responses and prioritisation of resources may be guided by molecular epidemiological data, here we aimed to assess the applicability of these approaches in Victoria, Australia. Methods A comprehensive collection of HIV-1 pol sequences from individuals diagnosed with HIV in Victoria, Australia, between January 1st 2000 and December 31st 2020 were deidentified and used as the basis of our assessment. These sequences were subtyped and surveillance drug resistance mutations (SDRMs) identified, before definition of transmission groups was performed using HIV-TRACE (0.4.4). Phylodynamic methods were applied using BEAST (2.6.6), assessing effective reproductive numbers for large groups, and additional demographic data were integrated to provide a high resolution view of HIV transmission in Victoria on a decadal time scale. Findings Based on standard settings for HIV-TRACE, 70% (2438/3507) of analysed HIV-1 pol sequences were readily assigned to a transmission group. Individuals in transmission groups were more commonly males (aOR 1.50), those born in Australia (aOR 2.13), those with probable place of acquisition as Victoria (aOR 6.73), and/or those reporting injectable drug use (aOR 2.13). SDRMs were identified in 375 patients (10.7%), with sustained transmission of these limited to a subset of smaller groups. Informative patterns of epidemic growth, stabilisation, and decline were observed; many transmission groups showed effective reproductive numbers (R e ) values reaching greater than 4.0, representing considerable epidemic growth, while others maintained low R e values. Interpretation This study provides a high resolution view of HIV transmission in Victoria, Australia, and highlights the potential of molecular epidemiology to guide and enhance public health responses in this setting. This informs ongoing discussions with community groups on the acceptability and place of molecular epidemiological approaches in Australia. Funding National Health and Medical Research Council, Australian Research Council.
Collapse
Affiliation(s)
- George Taiaroa
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Doris Chibo
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Sophie Herman
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Mona L. Taouk
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Megan Gooey
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Jodie D'Costa
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Rizmina Sameer
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Nicole Richards
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Elaine Lee
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Lydya Macksabo
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Nasra Higgins
- Victorian Department of Health, Melbourne, Victoria, Australia
| | - David J. Price
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Melbourne School of Population and Global Health, The University of Melbourne, Victoria, Australia
| | - Soo Jen Low
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Eike Steinig
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Genevieve E. Martin
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Michael A. Moso
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Leon Caly
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Jacqueline Prestedge
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Christopher K. Fairley
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- School of Translational Medicine, Monash University, Melbourne, Victoria
| | - Eric P.F. Chow
- Melbourne School of Population and Global Health, The University of Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- School of Translational Medicine, Monash University, Melbourne, Victoria
| | - Marcus Y. Chen
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- School of Translational Medicine, Monash University, Melbourne, Victoria
| | - Sebastian Duchene
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Jane S. Hocking
- Melbourne School of Population and Global Health, The University of Melbourne, Victoria, Australia
| | - Sharon R. Lewin
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Department of Infectious Diseases, Alfred Hospital and Monash University, Melbourne, Victoria, Australia
- Victorian Infectious Diseases Service, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Deborah A. Williamson
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| |
Collapse
|
13
|
Zhang JM, Wang Y, Mouton M, Zhang J, Shi M. Public Discourse, User Reactions, and Conspiracy Theories on the X Platform About HIV Vaccines: Data Mining and Content Analysis. J Med Internet Res 2024; 26:e53375. [PMID: 38568723 PMCID: PMC11024739 DOI: 10.2196/53375] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 11/08/2023] [Accepted: 02/28/2024] [Indexed: 04/05/2024] Open
Abstract
BACKGROUND The initiation of clinical trials for messenger RNA (mRNA) HIV vaccines in early 2022 revived public discussion on HIV vaccines after 3 decades of unsuccessful research. These trials followed the success of mRNA technology in COVID-19 vaccines but unfolded amid intense vaccine debates during the COVID-19 pandemic. It is crucial to gain insights into public discourse and reactions about potential new vaccines, and social media platforms such as X (formerly known as Twitter) provide important channels. OBJECTIVE Drawing from infodemiology and infoveillance research, this study investigated the patterns of public discourse and message-level drivers of user reactions on X regarding HIV vaccines by analyzing posts using machine learning algorithms. We examined how users used different post types to contribute to topics and valence and how these topics and valence influenced like and repost counts. In addition, the study identified salient aspects of HIV vaccines related to COVID-19 and prominent anti-HIV vaccine conspiracy theories through manual coding. METHODS We collected 36,424 English-language original posts about HIV vaccines on the X platform from January 1, 2022, to December 31, 2022. We used topic modeling and sentiment analysis to uncover latent topics and valence, which were subsequently analyzed across post types in cross-tabulation analyses and integrated into linear regression models to predict user reactions, specifically likes and reposts. Furthermore, we manually coded the 1000 most engaged posts about HIV and COVID-19 to uncover salient aspects of HIV vaccines related to COVID-19 and the 1000 most engaged negative posts to identify prominent anti-HIV vaccine conspiracy theories. RESULTS Topic modeling revealed 3 topics: HIV and COVID-19, mRNA HIV vaccine trials, and HIV vaccine and immunity. HIV and COVID-19 underscored the connections between HIV vaccines and COVID-19 vaccines, as evidenced by subtopics about their reciprocal impact on development and various comparisons. The overall valence of the posts was marginally positive. Compared to self-composed posts initiating new conversations, there was a higher proportion of HIV and COVID-19-related and negative posts among quote posts and replies, which contribute to existing conversations. The topic of mRNA HIV vaccine trials, most evident in self-composed posts, increased repost counts. Positive valence increased like and repost counts. Prominent anti-HIV vaccine conspiracy theories often falsely linked HIV vaccines to concurrent COVID-19 and other HIV-related events. CONCLUSIONS The results highlight COVID-19 as a significant context for public discourse and reactions regarding HIV vaccines from both positive and negative perspectives. The success of mRNA COVID-19 vaccines shed a positive light on HIV vaccines. However, COVID-19 also situated HIV vaccines in a negative context, as observed in some anti-HIV vaccine conspiracy theories misleadingly connecting HIV vaccines with COVID-19. These findings have implications for public health communication strategies concerning HIV vaccines.
Collapse
Affiliation(s)
- Jueman M Zhang
- Harrington School of Communication and Media, University of Rhode Island, Kingston, RI, United States
| | - Yi Wang
- Department of Communication, University of Louisville, Louisville, KY, United States
| | - Magali Mouton
- School of Rehabilitation Sciences, University of Ottawa, Ottawa, ON, Canada
| | - Jixuan Zhang
- Polk School of Communications, Long Island University, Brooklyn, NY, United States
| | - Molu Shi
- College of Business, University of Louisville, Louisville, KY, United States
| |
Collapse
|
14
|
Li K, Chen H, Li J, Feng Y, Liang S, Rashid A, Liu M, Li S, Chu Q, Ruan Y, Xing H, Lan G, Qiao W, Shao Y. Distinct genetic clusters in HIV-1 CRF01_AE-infected patients induced variable degrees of CD4 + T-cell loss. mBio 2024; 15:e0334923. [PMID: 38385695 PMCID: PMC10936439 DOI: 10.1128/mbio.03349-23] [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: 12/18/2023] [Accepted: 01/02/2024] [Indexed: 02/23/2024] Open
Abstract
CRF01_AE strains have been shown to form multiple transmission clusters in China, and some clusters have disparate pathogenicity in Chinese men who have sex with men. This study focused on other CRF01_AE clusters prevalent in heterosexual populations. The CD4+ T-cell counts from both cross-section data in National HIV Molecular Epidemiology Survey and seropositive cohort data were used to evaluate the pathogenicity of the CRF01_AE clusters and other HIV-1 sub-types. Their mechanisms of pathogenicity were evaluated by co-receptor tropisms, predicted by genotyping and confirmed with virus isolate phenotyping, as well as inflammation parameters. Our research elucidated that individuals infected with CRF01_AE clusters 1 and 2 exhibited significantly lower baseline CD4+ T-cell counts and greater CD4+ T-cell loss in cohort follow-up, compared with other HIV-1 sub-types and CRF01_AE clusters. The increased pathogenesis of cluster 1 or 2 was associated with higher CXCR4 tropisms, higher inflammation/immune activation, and increased pyroptosis. The protein structure modeling analysis revealed that the envelope V3 loop of clusters 1 and 2 viruses is favorable for CXCR4 co-receptor usage. Imbedded with the most mutating reverse transcriptase, HIV-1 is one of the most variable viruses. CRF01_AE clusters 1 and 2 have been found to have evolved into more virulent strains in regions with predominant heterosexual infections. The virulent strains increased the pressure for early diagnosis and treatment in HIV patients. To save more lives, HIV-1 surveillance systems should be upgraded from serology and genotyping to phenotyping, which could support precision interventions for those infected by virulent viruses. IMPORTANCE Retroviruses swiftly adapt, employing error-prone enzymes for genetic and phenotypic evolution, optimizing survival strategies, and enhancing virulence levels. HIV-1 CRF01_AE has persistently undergone adaptive selection, and cluster 1 and 2 infections display lower counts and fast loss of CD4+ T cells than other HIV-1 sub-types and CRF01_AE clusters. Its mechanisms are associated with increased CXCR4 tropism due to an envelope structure change favoring a tropism shift from CCR5 to CXCR4, thereby shaping viral phenotype features and impacting pathogenicity. This underscores the significance of consistently monitoring HIV-1 genetic evolution and phenotypic transfer to see whether selection bias across risk groups alters the delicate balance of transmissible versus toxic trade-offs, since virulent strains such as CRF01_AE clusters 1 and 2 could seriously compromise the efficacy of antiviral treatment. Only through such early warning and diagnostic services can precise antiviral treatments be administered to those infected with more virulent HIV-1 strains.
Collapse
Affiliation(s)
- Kang Li
- Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, College of Life Sciences, Nankai University, Tianjin, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Huanhuan Chen
- Guangxi Key Laboratory of Major Infectious Disease Prevention Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, China
| | - Jianjun Li
- Guangxi Key Laboratory of Major Infectious Disease Prevention Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, China
| | - Yi Feng
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Shujia Liang
- Guangxi Key Laboratory of Major Infectious Disease Prevention Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, China
| | - Abdur Rashid
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- School of Medicine, Nankai University, Tianjin, China
| | - Meiliang Liu
- School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Sisi Li
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Qingfei Chu
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- School of Medicine, Zhejiang University, Hangzhou, China
| | - Yuhua Ruan
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Hui Xing
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Guanghua Lan
- Guangxi Key Laboratory of Major Infectious Disease Prevention Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, China
| | - Wentao Qiao
- Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, College of Life Sciences, Nankai University, Tianjin, China
| | - Yiming Shao
- Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, College of Life Sciences, Nankai University, Tianjin, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- School of Medicine, Zhejiang University, Hangzhou, China
- Changping Laboratory, Beijing, China
| |
Collapse
|
15
|
Marichannegowda M, Heredia A, Wang Y, Song H. Genetic signatures in the highly virulent subtype B HIV-1 conferring immune escape to V1/V2 and V3 broadly neutralizing antibodies. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.13.584899. [PMID: 38559199 PMCID: PMC10980024 DOI: 10.1101/2024.03.13.584899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
HIV-1 is considered to become less susceptible to existing neutralizing antibodies over time. Our study on the virulent B (VB) HIV-1 identified genetic signatures responsible for immune escape from broadly neutralizing antibodies (bNAbs) targeting V1/V2 and V3 glycan epitopes. We found that the absence of N295 and N332 glycans in the high mannose patch, which are crucial for neutralization by V3 glycan bNAbs and are typically conserved in subtype B HIV-1, is a notable feature in more than half of the VB variants. Neutralization assays confirmed that the loss of these two glycans in VB HIV-1 leads to escape from V3 glycan bNAbs. Additionally, all VB variants we investigated have an insertion in V2, contributing to immune escape from V1/V2 bNAbs PG9 and PG16. These findings suggest potential co-evolution of HIV-1 virulence and antigenicity, underscoring the need to monitor both the pathogenicity and neutralization susceptibility of newly emerged HIV-1 strains.
Collapse
|
16
|
Lewitus E, Li Y, Bai H, Pham P, Rolland M. HIV-1 Gag, Pol, and Env diversified with limited adaptation since the 1980s. mBio 2024; 15:e0174923. [PMID: 38329340 PMCID: PMC10936417 DOI: 10.1128/mbio.01749-23] [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: 07/07/2023] [Accepted: 01/02/2024] [Indexed: 02/09/2024] Open
Abstract
Knowledge of HIV-1 global sequence diversity is critical for developing an effective prophylactic against HIV-1 infection. We developed the Hervé platform to analyze and visualize trends in HIV-1 diversification. Using Hervé, we analyzed 4,830 Env, 4,407 Gag, and 3,002 Pol publicly available independent sequences corresponding to subtypes A1, A6, B, C, D, F1, and G and circulating recombinant forms (CRFs) 01_AE, 02_AG, and 07_BC; sequences were sampled between 1980 and 2020 from 82 countries. HIV-1 diversified with a median of 1.82 amino acid substitutions per year in Env, 0.297 in Gag, and 0.779 in Pol. Yet, Env subtype B diversification plateaued post-2000. Pairwise diversity within subtypes and CRFs increased by 41.82% (range = 24.85%-54.41%) in Env, 56.93% (15.38%-89.16%) in Gag, and 46.12% (11.70%-70.57%) in Pol. Consensus sequences based on sequences sampled in each decade remained relatively stable over time. Similarly, at antibody epitope sites, only 0-8 residues that were minority variants became consensus over time in any subtype/CRF and only one known drug resistance mutation site differed from the reference (subtype G). The apparent contradiction between the fast diversification of HIV-1 and its limited adaptation illustrates that HIV-1 evolution is not directional and its consensus is at the intersection of millions of within-host selective processes occurring in a star-like manner. While a consensus sequence is a better representation of HIV-1 diversity than any individual sequence, consensus sequences have progressively become more distant from the circulating sequences they represent. IMPORTANCE Global surveillance of HIV-1 sequences is critical for designing relevant prophylactic and therapeutic interventions to infection. We designed an open-source platform, Hervé, for analyzing and visualizing the diversification dynamics of HIV-1 protein sequences. We characterized the evolution of over 12,000 HIV-1 Env, Gag, and Pol protein sequences from 1980-2020 and found that, despite a steady increase in intra-subtype and circulating recombinant form diversity, the most frequent residue at each site, i.e., the consensus, has varied only moderately.
Collapse
Affiliation(s)
- Eric Lewitus
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | - Yifan Li
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | - Hongjun Bai
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | - Phuc Pham
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | - Morgane Rolland
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| |
Collapse
|
17
|
Mokgethi PT, Choga WT, Maruapula D, Moraka NO, Seatla KK, Bareng OT, Ditshwanelo DD, Mulenga G, Mohammed T, Kaumba PM, Chihungwa M, Marukutira T, Moyo S, Koofhethile CK, Dickinson D, Mpoloka SW, Gaseitsiwe S. High prevalence of pre-treatment and acquired HIV-1 drug resistance mutations among non-citizens living with HIV in Botswana. Front Microbiol 2024; 15:1338191. [PMID: 38476948 PMCID: PMC10929613 DOI: 10.3389/fmicb.2024.1338191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 02/08/2024] [Indexed: 03/14/2024] Open
Abstract
Background Approximately 30,000 non-citizens are living with HIV in Botswana, all of whom as of 2020 are eligible to receive free antiretroviral treatment (ART) within the country. We assessed the prevalence of HIV-1 mutational profiles [pre-treatment drug resistance (PDR) and acquired drug resistance (ADR)] among treatment-experienced (TE) and treatment-naïve (TN) non-citizens living with HIV in Botswana. Methods A total of 152 non-citizens living with HIV were enrolled from a migrant HIV clinic at Independence Surgery, a private practice in Botswana from 2019-2021. Viral RNA isolated from plasma samples were genotyped for HIV drug resistance (HIVDR) using Sanger sequencing. Major known HIV drug resistance mutations (DRMs) in the pol region were determined using the Stanford HIV Drug Resistance Database. The proportions of HIV DRMs amongst TE and TN non-citizens were estimated with 95% confidence intervals (95% CI) and compared between the two groups. Results A total of 60/152 (39.5%) participants had a detectable viral load (VL) >40 copies/mL and these were included in the subsequent analyses. The median age at enrollment was 43 years (Q1, Q3: 38-48). Among individuals with VL > 40 copies/mL, 60% (36/60) were treatment-experienced with 53% (19/36) of them on Atripla. Genotyping had a 62% (37/60) success rate - 24 were TE, and 13 were TN. A total of 29 participants (78.4, 95% CI: 0.12-0.35) had major HIV DRMs, including at least one non-nucleoside reverse transcriptase inhibitor (NNRTI) associated DRM. In TE individuals, ADR to any antiretroviral drug was 83.3% (20/24), while for PDR was 69.2% (9/13). The most frequent DRMs were nucleoside reverse transcriptase inhibitors (NRTIs) M184V (62.1%, 18/29), NNRTIs V106M (41.4%, 12/29), and K103N (34.4%, 10/29). No integrase strand transfer inhibitor-associated DRMs were reported. Conclusion We report high rates of PDR and ADR in ART-experienced and ART-naïve non-citizens, respectively, in Botswana. Given the uncertainty of time of HIV acquisition and treatment adherence levels in this population, routine HIV-1C VL monitoring coupled with HIVDR genotyping is crucial for long-term ART success.
Collapse
Affiliation(s)
- Patrick T. Mokgethi
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana
- Department of Biological Sciences, University of Botswana, Gaborone, Botswana
| | - Wonderful T. Choga
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana
- Center of Epidemic Response and Innovation, Faculty of Data Sciences, Stellenbosch University, Cape Town, South Africa
- School of Allied Health Professionals, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
| | | | - Natasha O. Moraka
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana
- School of Allied Health Professionals, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
| | - Kaelo K. Seatla
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana
| | - Ontlametse T. Bareng
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana
- School of Allied Health Professionals, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
| | | | | | | | - Pearl M. Kaumba
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana
- Department of Biological Sciences, University of Botswana, Gaborone, Botswana
| | | | - Tafireyi Marukutira
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana
- Public Health, Burnet Institute, Melbourne, VIC, Australia
- Department of Epidemiology, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Sikhulile Moyo
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, United States
- School of Health Systems and Public Health, University of Pretoria, Pretoria, South Africa
- Division of Medical Virology, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - Catherine K. Koofhethile
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | | | | | - Simani Gaseitsiwe
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| |
Collapse
|
18
|
Jin D, Jin S, Zhou T, Cui Z, Guo B, Li G, Zhang C. Regional variation in NAFLD prevalence and risk factors among people living with HIV in Europe: a meta-analysis. Front Public Health 2024; 11:1295165. [PMID: 38259755 PMCID: PMC10802187 DOI: 10.3389/fpubh.2023.1295165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 12/08/2023] [Indexed: 01/24/2024] Open
Abstract
Background and Aim Europe faces an elevated risk of nonalcoholic fatty liver disease (NAFLD) among people living with HIV (PLWH), contributing to the region's highest global burden of NAFLD. However, the prevalence of NAFLD across various European countries and regions remains unclear. This study aims to investigate the prevalence and risk factors associated with NAFLD among PLWH across European countries. Methods A systematic search was conducted across four databases: PubMed, Embase, Web of Science, and Cochrane Library. Data on the prevalence of NAFLD, nonalcoholic steatohepatitis (NASH), and fibrosis, as well as the associated risk factors, were collected among PLWH in Europe. Results Thirty-six studies from 13 European nations were included. The prevalence of NAFLD, NASH, and fibrosis were 42% (95%CI 37-48), 35% (95%CI 21-50) and 13% (95%CI 10-15), respectively. Male gender, BMI, waist circumference, Diabetes, hypertension, metabolic syndrome, dyslipidemia, triglycerides, HDL, LDL, ALT, AST, and years on antiretroviral therapy (ART) were found to be risk factors for NAFLD. High BMI and triglycerides were associated with NASH. Patients with high BMI and triglycerides are at increased risk of significant liver fibrosis. Conclusion The high prevalence of NAFLD, NASH, and fibrosis among PLWH in Europe highlights the need for early screening, intervention, and increased research focus on adolescents living with HIV. Furthermore, the significant variations observed between countries and regions underscore the influence of related risk factors.
Collapse
Affiliation(s)
- Dachuan Jin
- Clinical Laboratory, Sixth People’s Hospital of Zhengzhou, Zhengzhou, China
| | - Shunqin Jin
- Department of Radiology, Hebei Medical University, Shijiazhuang, China
| | - Tao Zhou
- Department of Geriatric Medicine, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Cardiovascular Proteomics of Shandong Province, Qilu Hospital of Shandong University, Jinan, China
| | - Zhongfeng Cui
- Clinical Laboratory, Sixth People’s Hospital of Zhengzhou, Zhengzhou, China
| | - Baoqiang Guo
- Department of Life Sciences, Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, United Kingdom
| | - Guangming Li
- Department of Liver Disease, Sixth People’s Hospital of Zhengzhou, Zhengzhou, China
| | - Chunming Zhang
- Department of General Surgery, Sixth People’s Hospital of Zhengzhou, Zhengzhou, China
| |
Collapse
|
19
|
Nyman F, Jellesma FC. Prevention of HIV in the MSM Population: A Cultural-Historical Comparison of Sweden and the Netherlands. JOURNAL OF HOMOSEXUALITY 2024; 71:28-55. [PMID: 35895000 DOI: 10.1080/00918369.2022.2103870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The aim of this article is to compare the cultural-historical events and decisions regarding how to deal with the higher risks of HIV in MSM, and more specifically, gay populations in Sweden and the Netherlands. A narrative literature was used, based on 46 scientific articles and 20 additional semi-scientific resources. The themes of the arrival of HIV and AIDS, blood donations, offender/victim, the balance of risks with respect to the statistical probabilities and the human factor, and finally, prevention were discussed. It is concluded that certain context-specific historical events (the Dutch Bloody Sunday and the Swedish gay sauna ban) and culturally determined processes (trust in others in the Netherlands, and disapproval of casual sex in Sweden) have led to some important differences in how HIV and AIDS and the higher risks for gay men and MSM have been dealt with. In the Netherlands, there is a stronger protective attitude when it comes to the freedom and autonomy of MSM both when it comes to decisions about sexual behavior and to sharing any positive HIV status. In Sweden, on the other hand, there is a stronger tendency to enforce informing others of their HIV status. In both countries, despite efforts to prevent this, HIV has increased stigma for gay men and other MSM.
Collapse
Affiliation(s)
- Fredrik Nyman
- School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | | |
Collapse
|
20
|
Wang A, Wang H, Zhao J, Chen Y, Liu H, Ding P, Niu Y, Zhang G. A duplex TaqMan probe-based real-time PCR method for rapid detection and differentiation of the classical and VB strains of human immunodeficiency virus. SCIENCE CHINA. LIFE SCIENCES 2024; 67:208-210. [PMID: 37676402 DOI: 10.1007/s11427-022-2337-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 02/20/2023] [Indexed: 09/08/2023]
Affiliation(s)
| | - Haili Wang
- Longhu Laboratory, Zhengzhou, 450046, China
| | - Jianguo Zhao
- Longhu Laboratory, Zhengzhou, 450046, China
- School of Advanced Agricultural Sciences, Peking University, Beijing, 100871, China
| | - Yumei Chen
- Longhu Laboratory, Zhengzhou, 450046, China
| | | | | | - Yan Niu
- Longhu Laboratory, Zhengzhou, 450046, China
| | - Gaiping Zhang
- Longhu Laboratory, Zhengzhou, 450046, China.
- School of Advanced Agricultural Sciences, Peking University, Beijing, 100871, China.
| |
Collapse
|
21
|
Wagner T, Levy I, Elbirt D, Shahar E, Olshtain-Pops K, Elinav H, Chowers M, Istomin V, Riesenberg K, Geva D, Zuckerman NS, Wax M, Shirazi R, Gozlan Y, Matus N, Girshengorn S, Marom R, Mendelson E, Mor O, Turner D. Factors Associated with Virological Failure in First-Line Antiretroviral Therapy in Patients Diagnosed with HIV-1 between 2010 and 2018 in Israel. Viruses 2023; 15:2439. [PMID: 38140680 PMCID: PMC10748212 DOI: 10.3390/v15122439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 11/30/2023] [Accepted: 12/06/2023] [Indexed: 12/24/2023] Open
Abstract
Despite the progress in contemporary antiretroviral therapy (ART) and the continuous changes in treatment guidelines, virological failure (VF) is still an ongoing concern. The goal of this study was to assess factors related to VF after first-line ART. A longitudinal cohort retrospective study of individuals on first-line ART diagnosed with HIV-1 in 2010-2018 and followed-up for a median of two years was conducted. Demographics, baseline and longitudinal CD4 counts, treatment regimens, adherence and VF were recorded. The Cox proportional hazards regression and mixed models were used. A cohort of 1130 patients were included. Overall, 80% were males and 62% were Israeli-born individuals. Compared to individuals diagnosed in 2010-2014, when treatment was initiated according to CD4 levels, those diagnosed in 2015-2018 were older and had lower baseline CD4 counts. VF was recorded in 66 (5.8%) patients. Diagnosis with CD4 <200 cells/mmᶟ with AIDS-defining conditions (HR = 2.75, 95%CI:1.52-4.97, p < 0.001) and non-integrase strand transfer inhibitor regimens (non-INSTI, HR = 1.80, 95%CI:1.01-3.24, p = 0.047) increased VF risk. No impact of baseline resistance was observed. We concluded that the early detection of HIV-1 infection and usage of INSTI-based regimens are recommended to reduce VF.
Collapse
Affiliation(s)
- Tali Wagner
- Faculty of Medicine, Tel-Aviv University, Tel Aviv 6997801, Israel
- National HIV-1 and Viral Hepatitis Reference Laboratory, Chaim Sheba Medical Center, Ramat Gan 5262112, Israel
| | - Itzchak Levy
- Faculty of Medicine, Tel-Aviv University, Tel Aviv 6997801, Israel
- Infectious Disease Unit, Chaim Sheba Medical Center, Ramat Gan 5262112, Israel
| | - Daniel Elbirt
- Faculty of Medicine, Hadassah Braun School of Public Health & Community Medicine, The Hebrew University, Jerusalem 9112102, Israel
- Immunology, Kaplan Medical Center, Rehovot 76100, Israel
| | - Eduardo Shahar
- Immunology Unit, Rambam Health Care Campus, Haifa 3109601, Israel
- Rappaport Faculty of Medicine, Institute of Technology, Technion, Haifa 3109601, Israel
| | | | - Hila Elinav
- Faculty of Medicine, Hadassah Braun School of Public Health & Community Medicine, The Hebrew University, Jerusalem 9112102, Israel
- Hadassah Medical Center, Jerusalem 9112102, Israel
| | - Michal Chowers
- Faculty of Medicine, Tel-Aviv University, Tel Aviv 6997801, Israel
- Infectious Diseases, Meir Medical Center, Kfar Saba 4428164, Israel
| | | | - Klaris Riesenberg
- Goldman Medical School, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beersheba 8410501, Israel
- Infectious Disease Institute, Soroka Medical Center, Beersheba 84101, Israel
| | - Dikla Geva
- Integristat Ltd., Tel Aviv 69051, Israel
| | - Neta S Zuckerman
- National HIV-1 and Viral Hepatitis Reference Laboratory, Chaim Sheba Medical Center, Ramat Gan 5262112, Israel
| | - Marina Wax
- National HIV-1 and Viral Hepatitis Reference Laboratory, Chaim Sheba Medical Center, Ramat Gan 5262112, Israel
| | - Rachel Shirazi
- National HIV-1 and Viral Hepatitis Reference Laboratory, Chaim Sheba Medical Center, Ramat Gan 5262112, Israel
| | - Yael Gozlan
- National HIV-1 and Viral Hepatitis Reference Laboratory, Chaim Sheba Medical Center, Ramat Gan 5262112, Israel
| | - Natasha Matus
- Ichilov Medical Center, Crusaid Kobler AIDS Center, Tel Aviv 6423906, Israel
| | - Shirley Girshengorn
- Ichilov Medical Center, Crusaid Kobler AIDS Center, Tel Aviv 6423906, Israel
| | - Rotem Marom
- Ichilov Medical Center, Crusaid Kobler AIDS Center, Tel Aviv 6423906, Israel
| | - Ella Mendelson
- Faculty of Medicine, Tel-Aviv University, Tel Aviv 6997801, Israel
- National HIV-1 and Viral Hepatitis Reference Laboratory, Chaim Sheba Medical Center, Ramat Gan 5262112, Israel
| | - Orna Mor
- Faculty of Medicine, Tel-Aviv University, Tel Aviv 6997801, Israel
- National HIV-1 and Viral Hepatitis Reference Laboratory, Chaim Sheba Medical Center, Ramat Gan 5262112, Israel
| | - Dan Turner
- Faculty of Medicine, Tel-Aviv University, Tel Aviv 6997801, Israel
- Ichilov Medical Center, Crusaid Kobler AIDS Center, Tel Aviv 6423906, Israel
| |
Collapse
|
22
|
Bacqué J, Delgado E, Gil H, Ibarra S, Benito S, García-Arata I, Moreno-Lorenzo M, de Adana ES, Gómez-González C, Sánchez M, Montero V, Thomson MM. Identification of a HIV-1 circulating BF1 recombinant form (CRF75_BF1) of Brazilian origin that also circulates in Southwestern Europe. Front Microbiol 2023; 14:1301374. [PMID: 38125564 PMCID: PMC10731470 DOI: 10.3389/fmicb.2023.1301374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 11/10/2023] [Indexed: 12/23/2023] Open
Abstract
Introduction The high recombinogenic potential of HIV-1 has resulted in the generation of countless unique recombinant forms (URFs) and around 120 reported circulating recombinant forms (CRFs). Here we identify through analyses of near full-length genomes (NFLG) a new HIV-1 CRF derived from subtypes B and F1. Methods HIV-1 protease-reverse transcriptase (Pr-RT) sequences were obtained by RT-PCR amplification from plasma RNA. Near full-length genome sequences were obtained after amplification by RT-PCR in 5 overlapping fragments. Phylogenetic sequence analyses were performed via maximum likelihood. Mosaic structures were analyzed by bootscanning and phylogenetic analyses of genome segments. Temporal and geographical estimations of clade emergence were performed with a Bayesian coalescent method. Results Through phylogenetic analyses of HIV-1 Pr-RT sequences obtained by us from samples collected in Spain and downloaded from databases, we identified a BF1 recombinant cluster segregating from previously reported CRFs comprising 52 viruses, most from Brazil (n = 26), Spain (n = 11), and Italy (n = 9). The analyses of NFLG genomes of 4 viruses of the cluster, 2 from Spain and 2 from Italy, allowed to identify a new CRF, designated CRF75_BF1, which exhibits a complex mosaic structure with 20 breakpoints. All 4 patients harboring CRF75_BF1 viruses studied by us had CD4+ T-cell lymphocyte counts below 220/mm3 less than one year after diagnosis, a proportion significantly higher (p = 0.0074) than the 29% found in other patients studied in Spain by us during the same period. The origin of the clade comprising CRF75_BF1 and related viruses was estimated around 1984 in Brazil, with subsequent introduction of CRF75_BF1 in Italy around 1992, and migration from Italy to Spain around 1999. Conclusion A new HIV-1 CRF, designated CRF75_BF1, has been identified. CRF75_BF1 is the 6th CRF of South American origin initially identified in Western Europe, reflecting the increasing relationship of South American and European HIV-1 epidemics. The finding of low CD4+ T-cell lymphocyte counts early after diagnosis in patients harboring CRF75_BF1 viruses warrants further investigation on the virulence of this variant.
Collapse
Affiliation(s)
- Joan Bacqué
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Elena Delgado
- HIV Biology and Variability 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
| | - Sofía Ibarra
- Department of Infectious Diseases, Hospital Universitario Basurto, Bilbao, Spain
| | - Sonia Benito
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Isabel García-Arata
- Department of Microbiology, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | - María Moreno-Lorenzo
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Ester Sáez de Adana
- Bioaraba, Microbiology, Infectious Diseases, Antimicrobials and Gene Therapy Research Group, Vitoria-Gasteiz, Spain
- Osakidetza-Basque Health Service, Hospital Universitario Araba, Vitoria-Gasteiz, Spain
| | - Carmen Gómez-González
- Bioaraba, Microbiology, Infectious Diseases, Antimicrobials and Gene Therapy Research Group, Vitoria-Gasteiz, Spain
- Osakidetza-Basque Health Service, Hospital Universitario Araba, Vitoria-Gasteiz, Spain
| | - Mónica Sánchez
- 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
| | - Michael M. Thomson
- HIV Biology and Variability Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| |
Collapse
|
23
|
Wulan WN, Yunihastuti E, Arlinda D, Merati TP, Wisaksana R, Lokida D, Grossman Z, Huik K, Lau CY, Susanto NH, Kosasih H, Aman AT, Ang S, Evalina R, Ayu Yuli Gayatri AA, Hayuningsih C, Indrati AR, Kumalawati J, Mutiawati VK, Realino Nara MB, Nurulita A, Rahmawati R, Rusli A, Rusli M, Sari DY, Sembiring J, Udji Sofro MA, Susanti WE, Tandraeliene J, Tanzil FL, Neal A, Karyana M, Sudarmono P, Maldarelli F. Development of a multiassay algorithm (MAA) to identify recent HIV infection in newly diagnosed individuals in Indonesia. iScience 2023; 26:107986. [PMID: 37854696 PMCID: PMC10579430 DOI: 10.1016/j.isci.2023.107986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 07/12/2023] [Accepted: 09/16/2023] [Indexed: 10/20/2023] Open
Abstract
Ongoing HIV transmission is a public health priority in Indonesia. We developed a new multiassay algorithm (MAA) to identify recent HIV infection. The MAA is a sequential decision tree based on multiple biomarkers, starting with CD4+ T cells >200/μL, followed by plasma viral load (pVL) > 1,000 copies/ml, avidity index (AI) < 0 · 7, and pol ambiguity <0 · 47%. Plasma from 140 HIV-infected adults from 19 hospitals across Indonesia (January 2018 - June 2020) was studied, consisting of a training set (N = 60) of longstanding infection (>12-month) and a test set (N = 80) of newly diagnosed (≤1-month) antiretroviral (ARV) drug naive individuals. Ten of eighty (12 · 5%) newly diagnosed individuals were classified as recent infections. Drug resistance mutations (DRMs) against reverse transcriptase inhibitors were identified in two individuals: one infected with HIV subtype C (K219Q, V179T) and the other with CRF01_AE (V179D). Ongoing HIV transmission, including infections with DRMs, is substantial in Indonesia.
Collapse
Affiliation(s)
- Wahyu Nawang Wulan
- Doctoral Program in Biomedical Sciences, Faculty of Medicine Universitas Indonesia, Jakarta 10430, Indonesia
- The Indonesia Research Partnership on Infectious Disease (INA-RESPOND), Jakarta 10560, Indonesia
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, MD 21702, USA
| | - Evy Yunihastuti
- Department of Internal Medicine, Faculty of Medicine Universitas Indonesia – HIV Integrated Clinic, Cipto Mangunkusumo Hospital, Jakarta 10430, Indonesia
| | - Dona Arlinda
- The Indonesia Research Partnership on Infectious Disease (INA-RESPOND), Jakarta 10560, Indonesia
- Health Policy Agency, Ministry of Health Republic of Indonesia, Jakarta 10560, Indonesia
| | | | | | - Dewi Lokida
- The Indonesia Research Partnership on Infectious Disease (INA-RESPOND), Jakarta 10560, Indonesia
- Tangerang District Hospital, Tangerang 15111, Indonesia
| | - 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
| | - Kristi Huik
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, MD 21702, USA
- Department of Microbiology, University of Tartu, 50090 Tartu, Estonia
| | - Chuen-Yen Lau
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, MD 21702, USA
| | - Nugroho Harry Susanto
- The Indonesia Research Partnership on Infectious Disease (INA-RESPOND), Jakarta 10560, Indonesia
| | - Herman Kosasih
- The Indonesia Research Partnership on Infectious Disease (INA-RESPOND), Jakarta 10560, Indonesia
| | | | - Sunarto Ang
- A. Wahab Sjahranie Hospital, Samarinda 75123, Indonesia
| | | | | | | | | | | | | | | | - Asvin Nurulita
- dr. Wahidin Sudirohusodo Hospital, Makassar 90245, Indonesia
| | | | - Adria Rusli
- Prof. Dr. Sulianti Saroso Infectious Hospital, Jakarta 14340, Indonesia
| | - Musofa Rusli
- Department of Internal Medicine, Faculty of Medicine, Universitas Airlangga / Dr. Soetomo Hospital, Surabaya 60286, Indonesia
| | | | | | | | | | | | | | - Aaron Neal
- Collaborative Clinical Research Branch, National Institute of Allergy and Infectious Diseases, Bethesda, MD 20892, USA
| | - Muhammad Karyana
- The Indonesia Research Partnership on Infectious Disease (INA-RESPOND), Jakarta 10560, Indonesia
- Health Policy Agency, Ministry of Health Republic of Indonesia, Jakarta 10560, Indonesia
| | - Pratiwi Sudarmono
- Department of Microbiology, Faculty of Medicine, Universitas Indonesia – Cipto Mangunkusumo Hospital, Jakarta 10430, Indonesia
| | - Frank Maldarelli
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, MD 21702, USA
| |
Collapse
|
24
|
Reid MC, Mittler JE, Murphy JT, Stansfield SE, Goodreau SM, Abernethy N, Herbeck JT. Evolution of HIV virulence in response to disease-modifying vaccines: A modeling study. Vaccine 2023; 41:6461-6469. [PMID: 37714749 PMCID: PMC10721209 DOI: 10.1016/j.vaccine.2023.08.071] [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: 04/12/2023] [Revised: 08/24/2023] [Accepted: 08/25/2023] [Indexed: 09/17/2023]
Abstract
Pathogens face a tradeoff with respect to virulence; while more virulent strains often have higher per-contact transmission rates, they are also more likely to kill their hosts earlier. Because virulence is a heritable trait, there is concern that a disease-modifying vaccine, which reduces the disease severity of an infected vaccinee without changing the underlying pathogen genotype, may result in the evolution of higher pathogen virulence. We explored the potential for such virulence evolution with a disease-modifying HIV-1 vaccine in an agent-based stochastic epidemic model of HIV in United States men who have sex with men (MSM). In the model, vaccinated agents received no protection against infection, but experienced lower viral loads and slower disease progression. We compared the genotypic set point viral load (SPVL), a measure of HIV virulence, in populations given vaccines that varied in the degree of SPVL reduction they induce. Sensitivity analyses were conducted under varying vaccine coverage scenarios. With continual vaccination rollout under ideal circumstances of 90 % coverage over thirty years, the genotypic SPVL of vaccinated individuals evolved to become greater than the genotypic SPVL of unvaccinated individuals. This virulence evolution in turn diminished the public health benefit of the vaccine, and in some scenarios resulted in an accelerated epidemic. These findings demonstrate the complexity of viral evolution and have important implications for the design and development of HIV vaccines.
Collapse
Affiliation(s)
- Molly C Reid
- Department of Epidemiology, 1959 NE Pacific Street, Magnuson Health Sciences Center, Room F-262, Seattle, WA 98195, United States.
| | - John E Mittler
- Department of Microbiology, 750 Republican St., Building F, Seattle, WA 98109, United States
| | - James T Murphy
- Washington State Department of Ecology, P.O. Box 47600, Olympia, WA 98504, United States
| | - Sarah E Stansfield
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, United States
| | - Steven M Goodreau
- Department of Epidemiology, 1959 NE Pacific Street, Magnuson Health Sciences Center, Room F-262, Seattle, WA 98195, United States; Department of Anthropology, Box 353100, University of Washington, Seattle, WA 98195, United States
| | - Neil Abernethy
- Department of Biomedical Informatics and Medical Education, University of Washington, Box 358047, Seattle, WA 98195, United States; Department of Health Systems and Population Health, 1959 NE Pacific St, Magnuson Health Sciences Center, Room H-680, Seattle, WA 98195-7660, United States
| | - Joshua T Herbeck
- Department of Global Health, Hans Rosling Center, 3980 15th Ave NE, UW Box #351620, Seattle, WA 98195, United States
| |
Collapse
|
25
|
de Almeida Rego FF, de Moraes L, Giovanetti M, Silva JAG, Torres FG, de Oliveira Silva M, da Purificação Pereira da Silva M, Van Weyenbergh J, Santos LA, Khouri R. Genomic Detection of the Emerging, Highly Pathogenic HIV-1 Subtype D in Bahia, Northeast Brazil. Viruses 2023; 15:1650. [PMID: 37631993 PMCID: PMC10458544 DOI: 10.3390/v15081650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 06/30/2023] [Accepted: 07/06/2023] [Indexed: 08/27/2023] Open
Abstract
(1) Background: The HIV subtype D is generally associated with a faster decline in CD4+ T cell counts, a higher viral load, and a faster progression to AIDS. However, it is still poorly characterized in Brazil. In this study, we used genomics and epidemiological data to investigate the transmission dynamics of HIV subtype D in the state of Bahia, Northeast Brazil. (2) Methods: To achieve this goal, we obtained four novel HIV-1 subtype D partial pol genome sequences using the Sanger method. To understand the emergence of this novel subtype in the state of Bahia, we used phylodynamic analysis on a dataset comprising 3704 pol genome sequences downloaded from the Los Alamos database. (3) Results: Our analysis revealed three branching patterns, indicating multiple introductions of the HIV-1 subtype D in Brazil from the late 1980s to the late 2000s and a single introduction event in the state of Bahia. Our data further suggest that these introductions most likely originated from European, Eastern African, Western African, and Southern African countries. (4) Conclusion: Understanding the distribution of HIV-1 viral strains and their temporal dynamics is crucial for monitoring the real-time evolution of circulating subtypes and recombinant forms, as well as for designing novel diagnostic and vaccination strategies. We advocate for a shift to active surveillance, to ensure adequate preparedness for future epidemics mediated by emerging viral strains.
Collapse
Affiliation(s)
- Filipe Ferreira de Almeida Rego
- Escola Bahiana de Medicina e Saúde Pública, Avenida Dom João VI, 275, Brotas, Salvador 40290-000, Bahia, Brazil; (F.F.d.A.R.); (L.A.S.)
| | - Laise de Moraes
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Rua Waldemar Falcão, 121, Candeal, Salvador 40296-710, Bahia, Brazil; (L.d.M.); (J.A.G.S.); (F.G.T.)
- Programa de Pós-Graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Praça Ramos de Queirós, s/n, Largo do Terreiro de Jesus, Salvador 40026-010, Bahia, Brazil
| | - Marta Giovanetti
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Avenida Augusto de Lima, 1715, Barro Preto, Belo Horizonte 30190-002, Minas Gerais, Brazil;
- Sciences and Technologies for Sustainable Development and One Health, University of Campus Bio-Medico, 21-00128 Rome, Italy
| | - José Adriano Góes Silva
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Rua Waldemar Falcão, 121, Candeal, Salvador 40296-710, Bahia, Brazil; (L.d.M.); (J.A.G.S.); (F.G.T.)
- Programa de Pós-Graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Praça Ramos de Queirós, s/n, Largo do Terreiro de Jesus, Salvador 40026-010, Bahia, Brazil
- Centro Estadual Especializado em Diagnóstico, Assistência e Pesquisa, Secretaria de Saúde do Estado da Bahia, Salvador 40110-050, Bahia, Brazil; (M.d.O.S.); (M.d.P.P.d.S.)
| | - Felipe Guimarães Torres
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Rua Waldemar Falcão, 121, Candeal, Salvador 40296-710, Bahia, Brazil; (L.d.M.); (J.A.G.S.); (F.G.T.)
| | - Marcio de Oliveira Silva
- Centro Estadual Especializado em Diagnóstico, Assistência e Pesquisa, Secretaria de Saúde do Estado da Bahia, Salvador 40110-050, Bahia, Brazil; (M.d.O.S.); (M.d.P.P.d.S.)
| | - Maria da Purificação Pereira da Silva
- Centro Estadual Especializado em Diagnóstico, Assistência e Pesquisa, Secretaria de Saúde do Estado da Bahia, Salvador 40110-050, Bahia, Brazil; (M.d.O.S.); (M.d.P.P.d.S.)
| | - Johan Van Weyenbergh
- Rega Institute for Medical Research, Department of Immunology, Microbiology and Transplantation, KU Leuven, Herestraat 49-Box 1030, 3000 Leuven, Belgium;
| | - Luciane Amorim Santos
- Escola Bahiana de Medicina e Saúde Pública, Avenida Dom João VI, 275, Brotas, Salvador 40290-000, Bahia, Brazil; (F.F.d.A.R.); (L.A.S.)
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Rua Waldemar Falcão, 121, Candeal, Salvador 40296-710, Bahia, Brazil; (L.d.M.); (J.A.G.S.); (F.G.T.)
- Programa de Pós-Graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Praça Ramos de Queirós, s/n, Largo do Terreiro de Jesus, Salvador 40026-010, Bahia, Brazil
| | - Ricardo Khouri
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Rua Waldemar Falcão, 121, Candeal, Salvador 40296-710, Bahia, Brazil; (L.d.M.); (J.A.G.S.); (F.G.T.)
- Programa de Pós-Graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Praça Ramos de Queirós, s/n, Largo do Terreiro de Jesus, Salvador 40026-010, Bahia, Brazil
- Rega Institute for Medical Research, Department of Immunology, Microbiology and Transplantation, KU Leuven, Herestraat 49-Box 1030, 3000 Leuven, Belgium;
| |
Collapse
|
26
|
Nchinda N, Elangovan R, Yun J, Dickson-Tetteh L, Kirtley S, Hemelaar J. Global associations of key populations with HIV-1 recombinants: a systematic review, global survey, and individual participant data meta-analysis. Front Public Health 2023; 11:1153638. [PMID: 37575094 PMCID: PMC10420084 DOI: 10.3389/fpubh.2023.1153638] [Citation(s) in RCA: 2] [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: 01/29/2023] [Accepted: 06/28/2023] [Indexed: 08/15/2023] Open
Abstract
Introduction Global HIV infections due to HIV-1 recombinants are increasing and impede prevention and treatment efforts. Key populations suffer most new HIV infections, but their role in the spread of HIV-1 recombinants is unknown. We conducted a global analysis of the associations between key populations and HIV-1 recombinants. Methods We searched PubMed, EMBASE, CINAHL, and Global Health for HIV-1 subtyping studies published from 1/1/1990 to 31/12/2015. Unpublished data was collected through a global survey. We included studies with HIV-1 subtyping data of key populations collected during 1990-2015. Key populations assessed were heterosexual people (HET), men who have sex with men (MSM), people who inject drugs (PWID), vertical transmissions (VERT), commercial sex workers (CSW), and transfusion-associated infections (BLOOD). Logistic regression was used to determine associations of key populations with HIV-1 recombinants. Subgroup analyses were performed for circulating recombinant forms (CRFs), unique recombinant forms (URFs), regions, and time periods. Results Eight hundred and eighty five datasets including 77,284 participants from 83 countries were included. Globally, PWID were associated with the greatest odds of recombinants and CRFs (OR 2.6 [95% CI 2.46-2.74] and 2.99 [2.83-3.16]), compared to HET. CSW were associated with increased odds of recombinants and URFs (1.59 [1.44-1.75] and 3.61 [3.15-4.13]). VERT and BLOOD were associated with decreased odds of recombinants (0.58 [0.54-0.63] and 0.43 [0.33-0.56]). MSM were associated with increased odds of recombinants in 2010-2015 (1.43 [1.35-1.51]). Subgroup analyses supported our main findings. Discussion As PWID, CSW, and MSM are associated with HIV-1 recombinants, increased preventative measures and HIV-1 molecular surveillance are crucial within these key populations. Systematic review registration PROSPERO [CRD42017067164].
Collapse
Affiliation(s)
- Nkazi Nchinda
- Nuffield Department of Population Health, Infectious Disease Epidemiology Unit, National Perinatal Epidemiology Unit, University of Oxford, Oxford, United Kingdom
| | - Ramyiadarsini Elangovan
- Nuffield Department of Population Health, Infectious Disease Epidemiology Unit, National Perinatal Epidemiology Unit, University of Oxford, Oxford, United Kingdom
| | - Jason Yun
- Nuffield Department of Population Health, Infectious Disease Epidemiology Unit, National Perinatal Epidemiology Unit, University of Oxford, Oxford, United Kingdom
| | - Leslie Dickson-Tetteh
- Nuffield Department of Population Health, Infectious Disease Epidemiology Unit, National Perinatal Epidemiology Unit, University of Oxford, Oxford, United Kingdom
| | - Shona Kirtley
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Botnar Research Centre, Oxford, United Kingdom
| | - Joris Hemelaar
- Nuffield Department of Population Health, Infectious Disease Epidemiology Unit, National Perinatal Epidemiology Unit, University of Oxford, Oxford, United Kingdom
| |
Collapse
|
27
|
Rouzine IM, Rozhnova G. Evolutionary implications of SARS-CoV-2 vaccination for the future design of vaccination strategies. COMMUNICATIONS MEDICINE 2023; 3:86. [PMID: 37336956 PMCID: PMC10279745 DOI: 10.1038/s43856-023-00320-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 06/07/2023] [Indexed: 06/21/2023] Open
Abstract
Once the first SARS-CoV-2 vaccine became available, mass vaccination was the main pillar of the public health response to the COVID-19 pandemic. It was very effective in reducing hospitalizations and deaths. Here, we discuss the possibility that mass vaccination might accelerate SARS-CoV-2 evolution in antibody-binding regions compared to natural infection at the population level. Using the evidence of strong genetic variation in antibody-binding regions and taking advantage of the similarity between the envelope proteins of SARS-CoV-2 and influenza, we assume that immune selection pressure acting on these regions of the two viruses is similar. We discuss the consequences of this assumption for SARS-CoV-2 evolution in light of mathematical models developed previously for influenza. We further outline the implications of this phenomenon, if our assumptions are confirmed, for the future design of SARS-CoV-2 vaccination strategies.
Collapse
Affiliation(s)
- Igor M Rouzine
- Immunogenetics, Sechenov Institute of Evolutionary Physiology and Biochemistry of Russian Academy of Sciences, Saint-Petersburg, Russia.
| | - Ganna Rozhnova
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
- BioISI - Biosystems & Integrative Sciences Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal.
- Center for Complex Systems Studies (CCSS), Utrecht University, Utrecht, The Netherlands.
| |
Collapse
|
28
|
Kun Á, Hubai AG, Král A, Mokos J, Mikulecz BÁ, Radványi Á. Do pathogens always evolve to be less virulent? The virulence–transmission trade-off in light of the COVID-19 pandemic. Biol Futur 2023:10.1007/s42977-023-00159-2. [PMID: 37002448 PMCID: PMC10066022 DOI: 10.1007/s42977-023-00159-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 03/09/2023] [Indexed: 04/03/2023]
Abstract
AbstractThe direction the evolution of virulence takes in connection with any pathogen is a long-standing question. Formerly, it was theorized that pathogens should always evolve to be less virulent. As observations were not in line with this theoretical outcome, new theories emerged, chief among them the transmission–virulence trade-off hypotheses, which predicts an intermediate level of virulence as the endpoint of evolution. At the moment, we are very much interested in the future evolution of COVID-19’s virulence. Here, we show that the disease does not fulfill all the assumptions of the hypothesis. In the case of COVID-19, a higher viral load does not mean a higher risk of death; immunity is not long-lasting; other hosts can act as reservoirs for the virus; and death as a consequence of viral infection does not shorten the infectious period. Consequently, we cannot predict the short- or long-term evolution of the virulence of COVID-19.
Collapse
|
29
|
Sokhela S, Lalla-Edward S, Siedner MJ, Majam M, Venter WDF. Roadmap for Achieving Universal Antiretroviral Treatment. Annu Rev Pharmacol Toxicol 2023; 63:99-117. [PMID: 36662580 PMCID: PMC10807407 DOI: 10.1146/annurev-pharmtox-052020-094321] [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: 01/21/2023]
Abstract
Modern antiretroviral therapy safely, potently, and durably suppresses human immunodeficiency virus (HIV) that, if left untreated, predictably causes acquired immunodeficiency syndrome (AIDS), which has been responsible for tens of millions of deaths globally since it was described in 1981. In one of the most extraordinary medical success stories in modern times, a combination of pioneering basic science, innovative drug development, and ambitious public health programming resulted in access to lifesaving, safe drugs, taken as an oral tablet daily, for most of the world. However, substantial challenges remain in the fields of prevention, timely access to diagnosis, and treatment, especially in pediatric and adolescent patients. As HIV-positive adults age, treating their comorbidities will require understanding the course of different chronic diseases complicated by HIV-related and antiretroviral toxicities and finding potential treatments. Finally, new long-acting antiretrovirals on the horizon promise exciting new options in both the prevention and treatment fields.
Collapse
Affiliation(s)
- Simiso Sokhela
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa;
| | - Samanta Lalla-Edward
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa;
| | - Mark J Siedner
- Harvard Medical School and Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Mohammed Majam
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa;
| | | |
Collapse
|
30
|
Serwin K, Scheibe K, Horecki M, Aksak-Wąs B, Jasik MB, Parczewski M. Detection of Polish cases of highly virulent subtype B of HIV-1 originating in the Netherlands. J Med Virol 2023; 95:e28154. [PMID: 36109345 DOI: 10.1002/jmv.28154] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 08/23/2022] [Accepted: 09/13/2022] [Indexed: 01/11/2023]
Abstract
Infection with the human immunodeficiency virus type 1 (HIV-1) subtype B is most commonly acquired in Poland through men who have sex with men (MSM) comparable to the HIV epidemic in the Netherlands. Following a paper by Chris Wymant et al. on February 4, 2022 in Science on a highly virulent variant of HIV-1 subtype-B (VB-variant) in the Netherlands raised concerns about the possibility of the variant dissemination to other European countries. We aim to report the spread of HIV-1 VB-variant, recently identified in the Netherlands, into other European regions. Subtype B pol gene fragments of protease (P), reverse transcriptase (RT), and integrase (IN) from our laboratory supplemented with publicly available sequences were inferred with VB samples from the Netherlands. For positively clustering samples, clinical observations were compiled. Between May 2009 and August 2014, three cases of VB sequences of Polish origin and one additional from Belgium were identified. Patients presented with elevated viral loads and fast CD4 decline as original characteristics. The mean number of base substitutions per site within the clade versus interclade variability showed a high intragroup sequence similarity, reflecting an ongoing MSM transmission cluster for Polish sequences. The sampling period coincides with the ongoing Dutch VB-variant spread reported between 2003 and 2014. This study informs on phylogenetic descriptions, and clinical symptoms from the rare and emerging VBs placed in Poland. VB is not expanding since 2014 and the Inviduals infected with the VB virus can be treated successfully. Studies on the propagation of novel and potentially virulent virus variants in the undersampled regions add to the understanding of the pan-European HIV-1 transmission dynamics.
Collapse
Affiliation(s)
- Karol Serwin
- Department of Infectious, Tropical Diseases and Immune Deficiency, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Kaja Scheibe
- Department of Infectious, Tropical Diseases and Immune Deficiency, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Marcin Horecki
- Department of Infectious, Tropical Diseases and Immune Deficiency, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Bogusz Aksak-Wąs
- Department of Infectious, Tropical Diseases and Immune Deficiency, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Monika Bociąga Jasik
- Department of Infectious and Tropical Diseases, Jagiellonian University Medical College, Kraków, Poland
| | - Miłosz Parczewski
- Department of Infectious, Tropical Diseases and Immune Deficiency, Pomeranian Medical University in Szczecin, Szczecin, Poland
| |
Collapse
|
31
|
Pahar B, Gray W, Fahlberg M, Grasperge B, Hunter M, Das A, Mabee C, Aye PP, Schiro F, Hensley K, Ratnayake A, Goff K, LaBranche C, Shen X, Tomaras GD, DeMarco CT, Montefiori D, Kissinger P, Marx PA, Traina-Dorge V. Recombinant Simian Varicella Virus-Simian Immunodeficiency Virus Vaccine Induces T and B Cell Functions and Provides Partial Protection against Repeated Mucosal SIV Challenges in Rhesus Macaques. Viruses 2022; 14:2819. [PMID: 36560823 PMCID: PMC9853323 DOI: 10.3390/v14122819] [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: 11/04/2022] [Revised: 12/06/2022] [Accepted: 12/14/2022] [Indexed: 12/23/2022] Open
Abstract
HIV vaccine mediated efficacy, using an expanded live attenuated recombinant varicella virus-vectored SIV rSVV-SIVgag/env vaccine prime with adjuvanted SIV-Env and SIV-Gag protein boosts, was evaluated in a female rhesus macaques (RM) model against repeated intravaginal SIV challenges. Vaccination induced anti-SIV IgG responses and neutralizing antibodies were found in all vaccinated RMs. Three of the eight vaccinated RM remained uninfected (vaccinated and protected, VP) after 13 repeated challenges with the pathogenic SIVmac251-CX-1. The remaining five vaccinated and infected (VI) macaques had significantly reduced plasma viral loads compared with the infected controls (IC). A significant increase in systemic central memory CD4+ T cells and mucosal CD8+ effector memory T-cell responses was detected in vaccinated RMs compared to controls. Variability in lymph node SIV-Gag and Env specific CD4+ and CD8+ T cell cytokine responses were detected in the VI RMs while all three VP RMs had more durable cytokine responses following vaccination and prior to challenge. VI RMs demonstrated predominately SIV-specific monofunctional cytokine responses while the VP RMs generated polyfunctional cytokine responses. This study demonstrates that varicella virus-vectored SIV vaccination with protein boosts induces a 37.5% efficacy rate against pathogenic SIV challenge by generating mucosal memory, virus specific neutralizing antibodies, binding antibodies, and polyfunctional T-cell responses.
Collapse
Affiliation(s)
- Bapi Pahar
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA 70433, USA
- School of Medicine, Tulane University, New Orleans, LA 70118, USA
| | - Wayne Gray
- Biology Department, University of Mississippi, Oxford, MS 38677, USA
| | - Marissa Fahlberg
- Division of Immunology, Tulane National Primate Research Center, Covington, LA 70433, USA
| | - Brooke Grasperge
- Division of Veterinary Medicine, Tulane National Primate Research Center, Covington, LA 70433, USA
| | - Meredith Hunter
- Division of Microbiology, Tulane National Primate Research Center, Covington, LA 70433, USA
| | - Arpita Das
- Division of Microbiology, Tulane National Primate Research Center, Covington, LA 70433, USA
| | - Christopher Mabee
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA 70433, USA
| | - Pyone Pyone Aye
- Division of Veterinary Medicine, Tulane National Primate Research Center, Covington, LA 70433, USA
| | - Faith Schiro
- Division of Veterinary Medicine, Tulane National Primate Research Center, Covington, LA 70433, USA
| | - Krystle Hensley
- Division of Microbiology, Tulane National Primate Research Center, Covington, LA 70433, USA
| | - Aneeka Ratnayake
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA 70118, USA
| | - Kelly Goff
- Division of Microbiology, Tulane National Primate Research Center, Covington, LA 70433, USA
| | - Celia LaBranche
- Division of Surgical Sciences, Department of Surgery, Duke University School of Medicine, Durham, NC 27710, USA
| | - Xiaoying Shen
- Division of Surgical Sciences, Department of Surgery, Duke University School of Medicine, Durham, NC 27710, USA
| | - Georgia D. Tomaras
- Division of Surgical Sciences, Department of Surgery, Duke University School of Medicine, Durham, NC 27710, USA
| | - C. Todd DeMarco
- Division of Surgical Sciences, Department of Surgery, Duke University School of Medicine, Durham, NC 27710, USA
| | - David Montefiori
- Division of Surgical Sciences, Department of Surgery, Duke University School of Medicine, Durham, NC 27710, USA
| | - Patricia Kissinger
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA 70118, USA
| | - Preston A. Marx
- Division of Microbiology, Tulane National Primate Research Center, Covington, LA 70433, USA
- Department of Tropical Medicine, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA 70118, USA
| | - Vicki Traina-Dorge
- School of Medicine, Tulane University, New Orleans, LA 70118, USA
- Division of Microbiology, Tulane National Primate Research Center, Covington, LA 70433, USA
| |
Collapse
|
32
|
Laybohr Kamara I, Wang L, Guo Y, Huo S, Guo Y, Xu C, Liao Y, Liu WJ, Ma W, Gao GF. Spatial-temporal heterogeneity and determinants of HIV prevalence in the Mano River Union countries. Infect Dis Poverty 2022; 11:116. [PMID: 36443848 PMCID: PMC9706865 DOI: 10.1186/s40249-022-01036-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 10/10/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Utilizing population-based survey data in epidemiological research with a spatial perspective can integrate valuable context into the dynamics of HIV prevalence in West Africa. However, the situation in the Mano River Union (MRU) countries is largely unknown. This research aims to perform an ecological study to determine the HIV prevalence patterns in MRU. METHODS We analyzed Demographic and Health Survey (DHS) and AIDS Indicator Survey (AIS) data on HIV prevalence in MRU from 2005 to 2020. We examined the country-specific, regional-specific and sex-specific ratios of respondents to profile the spatial-temporal heterogeneity of HIV prevalence and determine HIV hot spots. We employed Geodetector to measure the spatial stratified heterogeneity (SSH) of HIV prevalence for adult women and men. We assessed the comprehensive correct knowledge (CCK) about HIV/AIDS and HIV testing uptake by employing the Least Absolute Shrinkage and Selection Operator (LASSO) regression to predict which combinations of CCKs can scale up the ratio of HIV testing uptake with sex-specific needs. RESULTS In our analysis, we leveraged data for 158,408 respondents from 11 surveys in the MRU. From 2005-2015, Cote d'Ivoire was the hot spot for HIV prevalence with a Gi_Bin score of 3, Z-Score 8.0-10.1 and P < 0.001. From 2016 to 2020, Guinea and Sierra Leone were hot spots for HIV prevalence with a Gi_Bin score of 2, Z-Score of 3.17 and P < 0.01. The SSH confirmed the significant differences in HIV prevalence at the national level strata, with a higher level for Cote d'Ivoire compared to other countries in both sexes with q-values of 0.61 and 0.40, respectively. Our LASSO model predicted different combinations of CCKs with sex-specific needs to improve HIV testing uptake. CONCLUSIONS The spatial distribution of HIV prevalence in the MRU is skewed and the CCK about HIV/AIDS and HIV testing uptake are far below the threshold target set by UNAIDS for ending the epidemic in the sub-region. Geodetector detected statistically significant SSH within and between countries in the MRU. Our LASSO model predicted that different emphases should be implemented when popularizing the CCK about HIV/AIDS for adult women and men.
Collapse
Affiliation(s)
- Idrissa Laybohr Kamara
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China.,NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Liang Wang
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-Warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing, 100101, China
| | - Yaxin Guo
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Shuting Huo
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Yuanyuan Guo
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China.,NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Chengdong Xu
- State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
| | - Yilan Liao
- State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
| | - William J Liu
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Wei Ma
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China.
| | - George F Gao
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China. .,NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China. .,CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-Warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing, 100101, China.
| |
Collapse
|
33
|
A New HIV-1 K 28E 32-Reverse Transcriptase Variant Associated with the Rapid Expansion of CRF07_BC among Men Who Have Sex with Men. Microbiol Spectr 2022; 10:e0254522. [PMID: 36214682 PMCID: PMC9604004 DOI: 10.1128/spectrum.02545-22] [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] [Indexed: 01/04/2023] Open
Abstract
HIV-1 CRF07_BC originated among injection drug users (IDUs) in China. After diffusing into men who have sex with men (MSM), CRF07_BC has shown a rapid expansion in this group; however, the mechanism remains unclear. Here, we identified a new K28E32 variant of CRF07_BC that was characterized by five specific mutations (E28K, K32E, E248V, K249Q, and T338S) in reverse transcriptase. This variant was mainly prevalent among MSM, and was overrepresented in transmission clusters, suggesting that it could have driven the rapid expansion of CRF07_BC in MSM, though founder effects cannot be ruled out. It was descended from an evolutionary intermediate accumulating four specific mutations and formed an independent phylogenetic node with an estimated origin time in 2003. The K28E32 variant was demonstrated to have significantly higher in vitro HIV-1 replication ability than the wild type. Mutations E28K and K32E play a critical role in the improvement of in vitro HIV-1 replication ability, reflected by improved reverse transcription activity. The results could allow public health officials to use this marker (especially E28K and K32E mutations in the reverse transcriptase (RT) coding region) to target prevention measures prioritizing MSM population and persons infected with this variant for test and treat initiatives. IMPORTANCE HIV-1 has very high mutation rate that is correlated with the survival and adaption of the virus. The variants with higher transmissibility may be more selective advantage than the strains with higher virulence. Several HIV-1 variants were previously demonstrated to be correlated with higher viral load and lower CD4 T cell count. Here, we first identified a new variant (the K28E32 variant) of HIV-1 CRF07_BC, described its origin and evolutionary dynamics, and demonstrated its higher in vitro HIV-1 replication ability than the wild type. We demonstrated that five RT mutations (especially E28K and K32E) significantly improve in vitro HIV-1 replication ability. The appearance of the new K28E32 variant was associated with the rapidly increasing prevalence of CRF07_BC among MSM.
Collapse
|
34
|
Tee KK, Thomson MM, Hemelaar J. Editorial: HIV-1 genetic diversity, volume II. Front Microbiol 2022; 13:1007037. [PMID: 36071960 PMCID: PMC9443081 DOI: 10.3389/fmicb.2022.1007037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 08/05/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Kok Keng Tee
- Department of Medical Microbiology, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
- *Correspondence: Kok Keng Tee
| | - Michael M. Thomson
- HIV Biology and Variability Unit, Centro Nacional de Microbiolog, Instituto de Salud Carlos III, Madrid, Spain
- Michael M. Thomson
| | - Joris Hemelaar
- Infectious Disease Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
- Joris Hemelaar
| |
Collapse
|
35
|
Rochman ND, Wolf YI, Koonin EV. Molecular adaptations during viral epidemics. EMBO Rep 2022; 23:e55393. [PMID: 35848484 PMCID: PMC9346483 DOI: 10.15252/embr.202255393] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/18/2022] [Accepted: 06/27/2022] [Indexed: 07/20/2023] Open
Abstract
In 1977, the world witnessed both the eradication of smallpox and the beginning of the modern age of genomics. Over the following half-century, 7 epidemic viruses of international concern galvanized virologists across the globe and led to increasingly extensive virus genome sequencing. These sequencing efforts exerted over periods of rapid adaptation of viruses to new hosts, in particular, humans provide insight into the molecular mechanisms underpinning virus evolution. Investment in virus genome sequencing was dramatically increased by the unprecedented support for phylogenomic analyses during the COVID-19 pandemic. In this review, we attempt to piece together comprehensive molecular histories of the adaptation of variola virus, HIV-1 M, SARS, H1N1-SIV, MERS, Ebola, Zika, and SARS-CoV-2 to the human host. Disruption of genes involved in virus-host interaction in animal hosts, recombination including genome segment reassortment, and adaptive mutations leading to amino acid replacements in virus proteins involved in host receptor binding and membrane fusion are identified as the key factors in the evolution of epidemic viruses.
Collapse
Affiliation(s)
- Nash D Rochman
- National Center for Biotechnology InformationNational Library of MedicineBethesdaMDUSA
| | - Yuri I Wolf
- National Center for Biotechnology InformationNational Library of MedicineBethesdaMDUSA
| | - Eugene V Koonin
- National Center for Biotechnology InformationNational Library of MedicineBethesdaMDUSA
| |
Collapse
|
36
|
Yang R, Bi XD, Li Y, Liu M, Hu MQ, Zhao LM, Zhang H, Gao F. Scorpion-Shaped Zinc Porphyrins as Tetrafunctional TAR RNA Predators and HIV-1 Reverse Transcriptase Inhibitors. Inorg Chem 2022; 61:10774-10780. [PMID: 35796528 DOI: 10.1021/acs.inorgchem.2c00975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
HIV-1 reverse transcriptase (RT) inhibitors are fundamental to the discovery and development of anti-HIV drugs. Their main target is RT, and only a tiny number of them can bind to viral RNA. In this paper, five new Zn(II) porphyrin compounds were developed with different characters. ZnTPP4 has both the appearance and the functions of a scorpion with a rigid tail and stinger to selectively hunt HIV-1 TAR RNA based on the molecular recognition of hydrogen bonds, a fierce chelicera to bite RNA by metal coordination, mighty pedipalps to grasp the bound RNA by supramolecular inclusion, and a broad body maintaining the configuration of each functional area so that they can cooperate with each other and providing accommodation space for the bound RNA. This tetrafunctional Zn(II) porphyrin is relatively nontoxic to normal cells and can produce sensitive responses for RNA. Moreover, this work offers practical construction methodologies for medication of AIDS and other diseases closely related to RT like EBOV and SARS-CoV-2.
Collapse
Affiliation(s)
- Rong Yang
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Provincial Center for Research & Development of Natural Products; School of Chemical Science and Technology, Yunnan University, Kunming 650091, P. R. China
| | - Xu-Dan Bi
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Provincial Center for Research & Development of Natural Products; School of Chemical Science and Technology, Yunnan University, Kunming 650091, P. R. China
| | - Yan Li
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Provincial Center for Research & Development of Natural Products; School of Chemical Science and Technology, Yunnan University, Kunming 650091, P. R. China
| | - Meng Liu
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Provincial Center for Research & Development of Natural Products; School of Chemical Science and Technology, Yunnan University, Kunming 650091, P. R. China
| | - Man-Qi Hu
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Provincial Center for Research & Development of Natural Products; School of Chemical Science and Technology, Yunnan University, Kunming 650091, P. R. China
| | - Li-Min Zhao
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Provincial Center for Research & Development of Natural Products; School of Chemical Science and Technology, Yunnan University, Kunming 650091, P. R. China
| | - Hongbin Zhang
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Provincial Center for Research & Development of Natural Products; School of Chemical Science and Technology, Yunnan University, Kunming 650091, P. R. China
| | - Feng Gao
- Key Laboratory of Medicinal Chemistry for Natural Resource, Ministry of Education; Yunnan Provincial Center for Research & Development of Natural Products; School of Chemical Science and Technology, Yunnan University, Kunming 650091, P. R. China
| |
Collapse
|
37
|
Rocchi C, Gouet P, Parissi V, Fiorini F. The C-Terminal Domain of HIV-1 Integrase: A Swiss Army Knife for the Virus? Viruses 2022; 14:v14071397. [PMID: 35891378 PMCID: PMC9316232 DOI: 10.3390/v14071397] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 06/22/2022] [Accepted: 06/22/2022] [Indexed: 12/31/2022] Open
Abstract
Retroviral integrase is a multimeric enzyme that catalyzes the integration of reverse-transcribed viral DNA into the cellular genome. Beyond integration, the Human immunodeficiency virus type 1 (HIV-1) integrase is also involved in many other steps of the viral life cycle, such as reverse transcription, nuclear import, virion morphogenesis and proviral transcription. All these additional functions seem to depend on the action of the integrase C-terminal domain (CTD) that works as a molecular hub, interacting with many different viral and cellular partners. In this review, we discuss structural issues concerning the CTD, with particular attention paid to its interaction with nucleic acids. We also provide a detailed map of post-translational modifications and interaction with molecular partners.
Collapse
Affiliation(s)
- Cecilia Rocchi
- Molecular Microbiology and Structural Biochemistry (MMSB), CNRS, University of Lyon 1, UMR 5086, 69367 Lyon, France; (C.R.); (P.G.)
- Viral DNA Integration and Chromatin Dynamics Network (DyNAVir), 33076 Bordeaux, France;
| | - Patrice Gouet
- Molecular Microbiology and Structural Biochemistry (MMSB), CNRS, University of Lyon 1, UMR 5086, 69367 Lyon, France; (C.R.); (P.G.)
- Viral DNA Integration and Chromatin Dynamics Network (DyNAVir), 33076 Bordeaux, France;
| | - Vincent Parissi
- Viral DNA Integration and Chromatin Dynamics Network (DyNAVir), 33076 Bordeaux, France;
- Fundamental Microbiology and Pathogenicity (MFP), CNRS, University of Bordeaux, UMR5234, 33405 Bordeaux, France
| | - Francesca Fiorini
- Molecular Microbiology and Structural Biochemistry (MMSB), CNRS, University of Lyon 1, UMR 5086, 69367 Lyon, France; (C.R.); (P.G.)
- Viral DNA Integration and Chromatin Dynamics Network (DyNAVir), 33076 Bordeaux, France;
- Correspondence: ; Tel.: +33-4-72722624; Fax: +33-4-72722616
| |
Collapse
|
38
|
Focosi D, Casadevall A, Maggi F, Antonelli G. Reflections after 2 years of COVID-19 pandemic. Rev Med Virol 2022; 32:e2351. [PMID: 35384110 PMCID: PMC9111062 DOI: 10.1002/rmv.2351] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
| | - Arturo Casadevall
- Department of Medicine, Johns Hopkins School of Public Health and School of Medicine, Baltimore, Maryland, USA
| | | | - Guido Antonelli
- Department of Molecular Medicine, Sapienza University of Rome, and Sapienza University Hospital "Policlinico Umberto I", Rome, Italy
| |
Collapse
|
39
|
Does HIV-1 virulence matter in the ART era? MED 2022; 3:217-219. [DOI: 10.1016/j.medj.2022.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
40
|
Xu W, Cong Z, Duan Q, Wang Q, Su S, Wang R, Lu L, Xue J, Jiang S. A Protein-Based, Long-Acting HIV-1 Fusion Inhibitor with an Improved Pharmacokinetic Profile. Pharmaceuticals (Basel) 2022; 15:ph15040424. [PMID: 35455421 PMCID: PMC9025429 DOI: 10.3390/ph15040424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 03/24/2022] [Accepted: 03/29/2022] [Indexed: 02/01/2023] Open
Abstract
Recently, a series of highly effective peptide- or protein-based HIV fusion inhibitors have been identified. However, due to their short half-life, their clinical application is limited. Therefore, the development of long-acting HIV fusion inhibitors is urgently needed. Here, we designed and constructed a protein-based, long-acting HIV fusion inhibitor, termed FLT (FN3-L35-T1144), consisting of a monobody, FN3, which contains an albumin-binding domain (ABD), a 35-mer linker (L35), and a peptide-based HIV fusion inhibitor, T1144. We found that FLT bound, via its FN3 component, with human serum albumin (HSA) in a reversible manner, thus maintaining the high efficiency of T1144 against infection by both HIV-1 IIIB (X4) and Bal (R5) strains with IC50 of 11.6 nM and 15.3 nM, respectively, and remarkably prolonging the half-life of T1144 (~27 h in SD rats). This approach affords protein-based HIV fusion inhibitors with much longer half-life compared to enfuvirtide, a peptide-based HIV fusion inhibitor approved for use in clinics. Therefore, FLT is a promising candidate as a new protein-based anti-HIV drug with an improved pharmacokinetic profile.
Collapse
Affiliation(s)
- Wei Xu
- Shanghai Public Health Clinical Center, Key Laboratory of Medical Molecular Virology (MOE/NHC/CAMS), School of Basic Medical Sciences, Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai 200032, China; (W.X.); (Q.D.); (Q.W.); (S.S.)
| | - Zhe Cong
- NHC Key Laboratory of Human Disease Comparative Medicine, Beijing Key Laboratory for Animal Models of Emerging and Remerging Infectious Diseases, Institute of Laboratory Animal Science, Chinese Academy of Medical Sciences and Comparative Medicine Center, Peking Union Medical College, Beijing 100021, China;
| | - Qianyu Duan
- Shanghai Public Health Clinical Center, Key Laboratory of Medical Molecular Virology (MOE/NHC/CAMS), School of Basic Medical Sciences, Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai 200032, China; (W.X.); (Q.D.); (Q.W.); (S.S.)
| | - Qian Wang
- Shanghai Public Health Clinical Center, Key Laboratory of Medical Molecular Virology (MOE/NHC/CAMS), School of Basic Medical Sciences, Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai 200032, China; (W.X.); (Q.D.); (Q.W.); (S.S.)
| | - Shan Su
- Shanghai Public Health Clinical Center, Key Laboratory of Medical Molecular Virology (MOE/NHC/CAMS), School of Basic Medical Sciences, Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai 200032, China; (W.X.); (Q.D.); (Q.W.); (S.S.)
| | - Rui Wang
- Beijing Prosperous Biopharm Company, Beijing 100021, China;
| | - Lu Lu
- Shanghai Public Health Clinical Center, Key Laboratory of Medical Molecular Virology (MOE/NHC/CAMS), School of Basic Medical Sciences, Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai 200032, China; (W.X.); (Q.D.); (Q.W.); (S.S.)
- Correspondence: (L.L.); (J.X.); (S.J.)
| | - Jing Xue
- NHC Key Laboratory of Human Disease Comparative Medicine, Beijing Key Laboratory for Animal Models of Emerging and Remerging Infectious Diseases, Institute of Laboratory Animal Science, Chinese Academy of Medical Sciences and Comparative Medicine Center, Peking Union Medical College, Beijing 100021, China;
- Correspondence: (L.L.); (J.X.); (S.J.)
| | - Shibo Jiang
- Shanghai Public Health Clinical Center, Key Laboratory of Medical Molecular Virology (MOE/NHC/CAMS), School of Basic Medical Sciences, Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai 200032, China; (W.X.); (Q.D.); (Q.W.); (S.S.)
- Correspondence: (L.L.); (J.X.); (S.J.)
| |
Collapse
|
41
|
Abstract
[Figure: see text].
Collapse
Affiliation(s)
- Joel O Wertheim
- Department of Medicine, University of California, San Diego, La Jolla, CA, USA
| |
Collapse
|
42
|
|