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Carrasco-Hernández R, Valenzuela-Ponce H, Soto-Nava M, García-Morales C, Matías-Florentino M, Wertheim JO, Smith DM, Reyes-Terán G, Ávila-Ríos S. Unveiling ecological/evolutionary insights in HIV viral load dynamics: Allowing random slopes to observe correlational changes to CpG-contents and other molecular and clinical predictors. Epidemics 2024; 47:100770. [PMID: 38761432 PMCID: PMC11213286 DOI: 10.1016/j.epidem.2024.100770] [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: 11/21/2023] [Revised: 04/07/2024] [Accepted: 05/07/2024] [Indexed: 05/20/2024] Open
Abstract
In the context of infectious diseases, the dynamic interplay between ever-changing host populations and viral biology demands a more flexible modeling approach than common fixed correlations. Embracing random-effects regression models allows for a nuanced understanding of the intricate ecological and evolutionary dynamics underlying complex phenomena, offering valuable insights into disease progression and transmission patterns. In this article, we employed a random-effects regression to model an observed decreasing median plasma viral load (pVL) among individuals with HIV in Mexico City during 2019-2021. We identified how these functional slope changes (i.e. random slopes by year) improved predictions of the observed pVL median changes between 2019 and 2021, leading us to hypothesize underlying ecological and evolutionary factors. Our analysis involved a dataset of pVL values from 7325 ART-naïve individuals living with HIV, accompanied by their associated clinical and viral molecular predictors. A conventional fixed-effects linear model revealed significant correlations between pVL and predictors that evolved over time. However, this fixed-effects model could not fully explain the reduction in median pVL; thus, prompting us to adopt random-effects models. After applying a random effects regression model-with random slopes and intercepts by year-, we observed potential "functional changes" within the local HIV viral population, highlighting the importance of ecological and evolutionary considerations in HIV dynamics: A notably stronger negative correlation emerged between HIV pVL and the CpG content in the pol gene, suggesting a changing immune landscape influenced by CpG-induced innate immune responses that could impact viral load dynamics. Our study underscores the significance of random effects models in capturing dynamic correlations and the crucial role of molecular characteristics like CpG content. By enriching our understanding of changing host-virus interactions and HIV progression, our findings contribute to the broader relevance of such models in infectious disease research. They shed light on the changing interplay between host and pathogen, driving us closer to more effective strategies for managing infectious diseases. SIGNIFICANCE OF THE STUDY: This study highlights a decreasing trend in median plasma viral loads among ART-naïve individuals living with HIV in Mexico City between 2019 and 2021. It uncovers various predictors significantly correlated with pVL, shedding light on the complex interplay between host-virus interactions and disease progression. By employing a random-slopes model, the researchers move beyond traditional fixed-effects models to better capture dynamic correlations and evolutionary changes in HIV dynamics. The discovery of a stronger negative correlation between pVL and CpG content in HIV-pol sequences suggests potential changes in the immune landscape and innate immune responses, opening avenues for further research into adaptive changes and responses to environmental shifts in the context of HIV infection. The study's emphasis on molecular characteristics as predictors of pVL adds valuable insights to epidemiological and evolutionary studies of viruses, providing new avenues for understanding and managing HIV infection at the population level.
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Affiliation(s)
- Rocío Carrasco-Hernández
- Centro de Investigación en Enfermedades Infecciosas (CIENI), Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico.
| | - Humberto Valenzuela-Ponce
- Centro de Investigación en Enfermedades Infecciosas (CIENI), Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico
| | - Maribel Soto-Nava
- Centro de Investigación en Enfermedades Infecciosas (CIENI), Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico
| | - Claudia García-Morales
- Centro de Investigación en Enfermedades Infecciosas (CIENI), Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico
| | - Margarita Matías-Florentino
- Centro de Investigación en Enfermedades Infecciosas (CIENI), Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico
| | - Joel O Wertheim
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Davey M Smith
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Gustavo Reyes-Terán
- Coordinación de Institutos Nacionales de Salud y Hospitales de Alta Especialidad, Secretaría de Salud, Mexico
| | - Santiago Ávila-Ríos
- Centro de Investigación en Enfermedades Infecciosas (CIENI), Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico; Centro de Investigación en Enfermedades Infecciosas (CIENI), Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Calz. de Tlalpan 4502, Belisario Domínguez Secc 16, Tlalpan, Ciudad de México 14080, Mexico
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Klink GV, Kalinina OV, Bazykin GA. Changing selection on amino acid substitutions in Gag protein between major HIV-1 subtypes. Virus Evol 2024; 10:veae036. [PMID: 38808036 PMCID: PMC11131029 DOI: 10.1093/ve/veae036] [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: 01/02/2023] [Revised: 12/27/2023] [Accepted: 04/28/2024] [Indexed: 05/30/2024] Open
Abstract
Amino acid preferences at a protein site depend on the role of this site in protein function and structure as well as on external constraints. All these factors can change in the course of evolution, making amino acid propensities of a site time-dependent. When viral subtypes divergently evolve in different host subpopulations, such changes may depend on genetic, medical, and sociocultural differences between these subpopulations. Here, using our previously developed phylogenetic approach, we describe sixty-nine amino acid sites of the Gag protein of human immunodeficiency virus type 1 (HIV-1) where amino acids have different impact on viral fitness in six major subtypes of the type M. These changes in preferences trigger adaptive evolution; indeed, 32 (46 per cent) of these sites experienced strong positive selection at least in one of the subtypes. At some of the sites, changes in amino acid preferences may be associated with differences in immune escape between subtypes. The prevalence of an amino acid in a protein site within a subtype is only a poor predictor for whether this amino acid is preferred in this subtype according to the phylogenetic analysis. Therefore, attempts to identify the factors of viral evolution from comparative genomics data should integrate across multiple sources of information.
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Affiliation(s)
- Galya V Klink
- Laboratory of Molecular Evolution, Institute for Information Transmission Problems (Kharkevich Institute) of the Russian Academy of Sciences, Bolshoy Karetny per. 19, build.1, Moscow 127051, Russia
- Center for Molecular and Cellular Biology, Skolkovo Institute of Science and Technology, Bolshoy Boulevard, 30, p.1, Skolkovo 121205, Russia
| | - Olga V Kalinina
- Drug Bioinformatics, Helmholtz Institute for Pharmaceutical Research Saarland (HIPS)/Helmholtz Centre for Infection Research (HZI), Campus E8.1, Saarbrücken 66123, Germany
- Center for Bioinformatics, Saarland University, Campus E2.1, Saarbrücken 66123, Germany
- Medical Faculty, Saarland University, Kirrberger Str. 100, Homburg 66421, Germany
| | - Georgii A Bazykin
- Laboratory of Molecular Evolution, Institute for Information Transmission Problems (Kharkevich Institute) of the Russian Academy of Sciences, Bolshoy Karetny per. 19, build.1, Moscow 127051, Russia
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3
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Schardt JS, Walseng E, Le K, Yang C, Shah P, Fu Y, Alam K, Kelton CR, Gu Y, Huang F, Lin J, Liu W, Dippel A, Zhang H, Mulgrew K, Pryts S, Chennupati V, Chen HC, Denham J, Chen X, Pradhan P, Wu Y, Hardman C, Zhao C, Kierny M, Song Y, Dovedi SJ, Cemerski S, Mazor Y. IL-2-armored peptide-major histocompatibility class I bispecific antibodies redirect antiviral effector memory CD8+ T cells to induce potent anti-cancer cytotoxic activity with limited cytokine release. MAbs 2024; 16:2395499. [PMID: 39205483 PMCID: PMC11364066 DOI: 10.1080/19420862.2024.2395499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 07/31/2024] [Accepted: 08/19/2024] [Indexed: 09/04/2024] Open
Abstract
T cell engagers (TCEs) are becoming an integral class of biological therapeutic owing to their highly potent ability to eradicate cancer cells. Nevertheless, the widespread utility of classical CD3-targeted TCEs has been limited by narrow therapeutic index (TI) linked to systemic CD4+ T cell activation and aberrant cytokine release. One attractive approach to circumvent the systemic activation of pan CD3+ T cells and reduce the risk of cytokine release syndrome is to redirect specific subsets of T cells. A promising strategy is the use of peptide-major histocompatibility class I bispecific antibodies (pMHC-IgGs), which have emerged as an intriguing modality of TCE, based on their ability to selectively redirect highly reactive viral-specific effector memory cytotoxic CD8+ T cells to eliminate cancer cells. However, the relatively low frequency of these effector memory cells in human peripheral blood mononuclear cells (PBMCs) may hamper their redirection as effector cells for clinical applications. To mitigate this potential limitation, we report here the generation of a pMHC-IgG derivative known as guided-pMHC-staging (GPS) carrying a covalent fusion of a monovalent interleukin-2 (IL-2) mutein (H16A, F42A). Using an anti-epidermal growth factor receptor (EGFR) arm as a proof-of-concept, tumor-associated antigen paired with a single-chain HLA-A *02:01/CMVpp65 pMHC fusion moiety, we demonstrate in vitro that the IL-2-armored GPS modality robustly expands CMVpp65-specific CD8+ effector memory T cells and induces potent cytotoxic activity against target cancer cells. Similar to GPS, IL-2-armored GPS molecules induce modulated T cell activation and reduced cytokine release profile compared to an analogous CD3-targeted TCE. In vivo we show that IL-2-armored GPS, but not the corresponding GPS, effectively expands grafted CMVpp65 CD8+ T cells from unstimulated human PBMCs in an NSG mouse model. Lastly, we demonstrate that the IL-2-armored GPS modality exhibits a favorable developability profile and monoclonal antibody-like pharmacokinetic properties in human neonatal Fc receptor transgenic mice. Overall, IL-2-armored GPS represents an attractive approach for treating cancer with the potential for inducing vaccine-like antiviral T cell expansion, immune cell redirection as a TCE, and significantly widened TI due to reduced cytokine release.
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Affiliation(s)
- John S. Schardt
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Even Walseng
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Kim Le
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Chunning Yang
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Pooja Shah
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Ying Fu
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Kausar Alam
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | | | - Yu Gu
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Fengying Huang
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Jia Lin
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Wenhai Liu
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Andrew Dippel
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Hanzhi Zhang
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | | | - Stacy Pryts
- Oncology ICC, AstraZeneca, Gaithersburg, MD, USA
| | | | - Hung-Chang Chen
- Data Science and Advanced Analytics, AstraZeneca, Gaithersburg, MD, USA
| | | | | | | | - Yuling Wu
- Oncology ICC, AstraZeneca, Cambridge, UK
| | - Colin Hardman
- Discovery Bioanalysis, Clinical Pharmacology & Safety Sciences (CPSS), R&D, AstraZeneca, Gaithersburg, MD, USA
| | - Chihao Zhao
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Michael Kierny
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Yang Song
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
| | - Simon J. Dovedi
- Data Science and Advanced Analytics, AstraZeneca, Gaithersburg, MD, USA
| | | | - Yariv Mazor
- R&D Biologics Engineering, AstraZeneca, Gaithersburg, MD, USA
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Valenzuela-Ponce H, Carbajal C, Soto-Nava M, Tapia-Trejo D, García-Morales C, Murillo W, Lorenzana I, Reyes-Terán G, Ávila-Ríos S. Honduras HIV cohort: HLA class I and CCR5-Δ32 profiles and their associations with HIV disease outcome. Microbiol Spectr 2023; 11:e0161323. [PMID: 37962394 PMCID: PMC10714756 DOI: 10.1128/spectrum.01613-23] [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: 05/09/2023] [Accepted: 10/03/2023] [Indexed: 11/15/2023] Open
Abstract
IMPORTANCE We identify both canonical and novel human leukocyte antigen (HLA)-HIV associations, providing a first step toward improved understanding of HIV immune control among the understudied Honduras Mestizo population. Our results are relevant to understanding the protective or detrimental effects of HLA subtypes in Latin America because their unique HLA diversity poses challenges for designing vaccines against HIV and interpreting results from such vaccine trials. Likewise, the description of the HLA profile in an understudied population that shows a unique HLA immunogenetic background is not only relevant for HIV immunology but also relevant in population genetics, molecular anthropology, susceptibility to other infections, autoimmune diseases, and allograft transplantation.
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Affiliation(s)
- Humberto Valenzuela-Ponce
- CIENI Centro de Investigación en Enfermedades Respiratorias, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | - Candy Carbajal
- Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Maribel Soto-Nava
- CIENI Centro de Investigación en Enfermedades Respiratorias, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | - Daniela Tapia-Trejo
- CIENI Centro de Investigación en Enfermedades Respiratorias, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | - Claudia García-Morales
- CIENI Centro de Investigación en Enfermedades Respiratorias, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | - Wendy Murillo
- Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Ivette Lorenzana
- Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Gustavo Reyes-Terán
- Comisión Coordinadora de Institutos Nacional de Salud y Hospitales de Alta Especialidad, Secretar ´ıa de Salud, Mexico City, Mexico
| | - Santiago Ávila-Ríos
- CIENI Centro de Investigación en Enfermedades Respiratorias, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
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5
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Wallner JJ, Beck IA, Panpradist N, Ruth PS, Valenzuela-Ponce H, Soto-Nava M, Ávila-Ríos S, Lutz BR, Frenkel LM. Rapid Near Point-of-Care Assay for HLA-B*57:01 Genotype Associated with Severe Hypersensitivity Reaction to Abacavir. AIDS Res Hum Retroviruses 2021; 37:930-935. [PMID: 34714103 DOI: 10.1089/aid.2021.0103] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
The nucleoside reverse transcriptase inhibitor abacavir (ABC) is used commonly to treat young children with HIV infection and is a component of the fixed-dose-combination Triumeq®. ABC can trigger a severe hypersensitivity reaction in people who are homozygous or heterozygous for HLA-B*57:01. Testing for HLA-B*57:01 before ABC initiation is standard-of-care in high-resource settings, but current tests are costly or difficult to access in resource-limited settings. To address these gaps, we developed an inexpensive simple-to-use rapid assay to detect HLA-B*57:01. We designed and optimized a multiplexed polymerase chain reaction (PCR) to amplify HLA-B*57 subtypes and the human beta-globin gene; employed probes and ligation to specifically tag the HLA-B*57:01 allele with biotin. Tagged-ligated products were detected by immunocapture in an enzyme-linked immunosorbent assay plate or lateral flow strip. Cell lines with known HLA genotypes were used to optimize the assay. The optimized assay was then compared with genotypes of clinical specimens (n = 60) determined by sequencing, with specimens enriched for individuals with HLA-B*57:01. The optimized assay utilizes 40-min 35-cycle multiplex PCR for B*57 and beta-globin; 20-min ligation reaction; and 15-min detection. Evaluation of the HLA-B*57:01 oligonucleotide ligation assay using clinical specimens had a sensitivity of 100% (n = 27/27 typed as B*57:01) and specificity of 100% (n = 33/33 typed as non-B*57:01) by visual interpretation of lateral flow strips. The cost is US$5.96/specimen. This rapid and economical assay accurately detects HLA-B*57:01 in clinical specimens. Use of this assay could expand access to HLA-B*57:01 genotyping and facilitate safe same-day initiation of ABC-based treatment.
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Affiliation(s)
- Jackson J. Wallner
- Center for Global Infectious Disease Research, Seattle Children's Research Institute, Seattle, Washington, USA
| | - Ingrid A. Beck
- Center for Global Infectious Disease Research, Seattle Children's Research Institute, Seattle, Washington, USA
| | - Nuttada Panpradist
- Department of Bioengineering, University of Washington, Seattle, Washington, USA
- Global Health of Women, Adolescents, and Children (Global WACh), School of Public Health, University of Washington, Seattle, Washington, USA
| | - Parker S. Ruth
- Department of Bioengineering, University of Washington, Seattle, Washington, USA
- Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, Washington, USA
| | - Humberto Valenzuela-Ponce
- CIENI Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases (INER), Mexico City, Mexico
| | - Maribel Soto-Nava
- CIENI Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases (INER), Mexico City, Mexico
| | - Santiago Ávila-Ríos
- CIENI Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases (INER), Mexico City, Mexico
| | - Barry R. Lutz
- Department of Bioengineering, University of Washington, Seattle, Washington, USA
| | - Lisa M. Frenkel
- Center for Global Infectious Disease Research, Seattle Children's Research Institute, Seattle, Washington, USA
- Laboratory Medicine and Pathology, Global Health, and Medicine, Departments of Pediatrics, University of Washington, Seattle, Washington, USA
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6
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Clinical and evolutionary consequences of HIV adaptation to HLA: implications for vaccine and cure. Curr Opin HIV AIDS 2020; 14:194-204. [PMID: 30925534 DOI: 10.1097/coh.0000000000000541] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE OF REVIEW The purpose of this review is to summarize recent advances in our understanding of HIV adaptation to human leukocyte antigen (HLA)-associated immune pressures and its relevance to HIV prevention and cure research. RECENT FINDINGS Recent research has confirmed that HLA is a major driver of individual and population-level HIV evolution, that HIV strains are adapting to the immunogenetic profiles of the different human ethnic groups in which they circulate, and that HIV adaptation has substantial clinical and immunologic consequences. As such, adaptation represents a major challenge to HIV prevention and cure. At the same time, there are opportunities: Studies of HIV adaptation are revealing why certain HLA alleles are protective in some populations and not others; they are identifying immunogenic viral epitopes that harbor high mutational barriers to escape, and they may help illuminate novel, vaccine-relevant HIV epitopes in regions where circulating adaptation is extensive. Elucidation of HLA-driven adapted and nonadapted viral forms in different human populations and HIV subtypes also renders 'personalized' immunogen selection, as a component of HIV cure strategies, conceptually feasible. SUMMARY Though adaptation represents a major challenge to HIV prevention and cure, achieving an in-depth understanding of this phenomenon can help move the design of such strategies forward.
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7
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Kinloch NN, Lee GQ, Carlson JM, Jin SW, Brumme CJ, Byakwaga H, Muzoora C, Bwana MB, Cobarrubias KD, Hunt PW, Martin JN, Carrington M, Bangsberg DR, Harrigan PR, Brockman MA, Brumme ZL. Genotypic and Mechanistic Characterization of Subtype-Specific HIV Adaptation to Host Cellular Immunity. J Virol 2019; 93:e01502-18. [PMID: 30305354 PMCID: PMC6288327 DOI: 10.1128/jvi.01502-18] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 09/28/2018] [Indexed: 11/20/2022] Open
Abstract
The extent to which viral genetic context influences HIV adaptation to human leukocyte antigen (HLA) class I-restricted immune pressures remains incompletely understood. The Ugandan HIV epidemic, where major pandemic group M subtypes A1 and D cocirculate in a single host population, provides an opportunity to investigate this question. We characterized plasma HIV RNA gag, pol, and nef sequences, along with host HLA genotypes, in 464 antiretroviral-naive individuals chronically infected with HIV subtype A1 or D. Using phylogenetically informed statistical approaches, we identified HLA-associated polymorphisms and formally compared their strengths of selection between viral subtypes. A substantial number (32%) of HLA-associated polymorphisms identified in subtype A1 and/or D had previously been reported in subtype B, C, and/or circulating recombinant form 01_AE (CRF01_AE), confirming the shared nature of many HLA-driven escape pathways regardless of viral genetic context. Nevertheless, 34% of the identified HLA-associated polymorphisms were significantly differentially selected between subtypes A1 and D. Experimental investigation of select examples of subtype-specific escape revealed distinct underlying mechanisms with important implications for vaccine design: whereas some were attributable to subtype-specific sequence variation that influenced epitope-HLA binding, others were attributable to differential mutational barriers to immune escape. Overall, our results confirm that HIV genetic context is a key modulator of viral adaptation to host cellular immunity and highlight the power of combined bioinformatic and mechanistic studies, paired with knowledge of epitope immunogenicity, to identify appropriate viral regions for inclusion in subtype-specific and universal HIV vaccine strategies.IMPORTANCE The identification of HIV polymorphisms reproducibly selected under pressure by specific HLA alleles and the elucidation of their impact on viral function can help identify immunogenic viral regions where immune escape incurs a fitness cost. However, our knowledge of HLA-driven escape pathways and their functional costs is largely limited to HIV subtype B and, to a lesser extent, subtype C. Our study represents the first characterization of HLA-driven adaptation pathways in HIV subtypes A1 and D, which dominate in East Africa, and the first statistically rigorous characterization of differential HLA-driven escape across viral subtypes. The results support a considerable impact of viral genetic context on HIV adaptation to host HLA, where HIV subtype-specific sequence variation influences both epitope-HLA binding and the fitness costs of escape. Integrated bioinformatic and mechanistic characterization of these and other instances of differential escape could aid rational cytotoxic T-lymphocyte-based vaccine immunogen selection for both subtype-specific and universal HIV vaccines.
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Affiliation(s)
- Natalie N Kinloch
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Guinevere Q Lee
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Cambridge, Massachusetts, USA
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | | | - Steven W Jin
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Chanson J Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Helen Byakwaga
- Mbarara University of Science and Technology, Mbarara, Uganda
- University of California, San Francisco, San Francisco, California, USA
| | - Conrad Muzoora
- Mbarara University of Science and Technology, Mbarara, Uganda
| | - Mwebesa B Bwana
- Mbarara University of Science and Technology, Mbarara, Uganda
| | - Kyle D Cobarrubias
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Peter W Hunt
- University of California, San Francisco, San Francisco, California, USA
| | - Jeff N Martin
- University of California, San Francisco, San Francisco, California, USA
| | - Mary Carrington
- Cancer and Inflammation Program, Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
| | - David R Bangsberg
- Oregon Health and Science University-Portland State University School of Public Health, Portland, Oregon, USA
| | - P Richard Harrigan
- Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mark A Brockman
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Zabrina L Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
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8
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Valenzuela-Ponce H, Alva-Hernández S, Garrido-Rodríguez D, Soto-Nava M, García-Téllez T, Escamilla-Gómez T, García-Morales C, Quiroz-Morales VS, Tapia-Trejo D, Del Arenal-Sánchez S, Prado-Galbarro FJ, Hernández-Juan R, Rodríguez-Aguirre E, Murakami-Ogasawara A, Mejía-Villatoro C, Escobar-Urias IY, Pinzón-Meza R, Pascale JM, Zaldivar Y, Porras-Cortés G, Quant-Durán C, Lorenzana I, Meza RI, Palou EY, Manzanero M, Cedillos RA, Aláez C, Brockman MA, Harrigan PR, Brumme CJ, Brumme ZL, Ávila-Ríos S, Reyes-Terán G. Novel HLA class I associations with HIV-1 control in a unique genetically admixed population. Sci Rep 2018; 8:6111. [PMID: 29666450 PMCID: PMC5904102 DOI: 10.1038/s41598-018-23849-7] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2017] [Accepted: 03/21/2018] [Indexed: 12/26/2022] Open
Abstract
Associations between HLA class I alleles and HIV progression in populations exhibiting Amerindian and Caucasian genetic admixture remain understudied. Using univariable and multivariable analyses we evaluated HLA associations with five HIV clinical parameters in 3,213 HIV clade B-infected, ART-naïve individuals from Mexico and Central America (MEX/CAM cohort). A Canadian cohort (HOMER, n = 1622) was used for comparison. As expected, HLA allele frequencies in MEX/CAM and HOMER differed markedly. In MEX/CAM, 13 HLA-A, 24 HLA-B, and 14 HLA-C alleles were significantly associated with at least one clinical parameter. These included previously described protective (e.g. B*27:05, B*57:01/02/03 and B*58:01) and risk (e.g. B*35:02) alleles, as well as novel ones (e.g. A*03:01, B*15:39 and B*39:02 identified as protective, and A*68:03/05, B*15:30, B*35:12/14, B*39:01/06, B*39:05~C*07:02, and B*40:01~C*03:04 identified as risk). Interestingly, both protective (e.g. B*39:02) and risk (e.g. B*39:01/05/06) subtypes were identified within the common and genetically diverse HLA-B*39 allele group, characteristic to Amerindian populations. While HLA-HIV associations identified in MEX and CAM separately were similar overall (Spearman's rho = 0.33, p = 0.03), region-specific associations were also noted. The identification of both canonical and novel HLA/HIV associations provides a first step towards improved understanding of HIV immune control among unique and understudied Mestizo populations.
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Affiliation(s)
- Humberto Valenzuela-Ponce
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico
| | - Selma Alva-Hernández
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico
| | - Daniela Garrido-Rodríguez
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico
| | - Maribel Soto-Nava
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico
| | - Thalía García-Téllez
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico.,Institut Pasteur, Unité HIV, Inflammation and Persistence, Paris, France
| | - Tania Escamilla-Gómez
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico
| | - Claudia García-Morales
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico
| | | | - Daniela Tapia-Trejo
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico
| | - Silvia Del Arenal-Sánchez
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico
| | | | - Ramón Hernández-Juan
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico
| | - Edna Rodríguez-Aguirre
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico
| | - Akio Murakami-Ogasawara
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico
| | | | | | | | | | - Yamitzel Zaldivar
- Instituto Conmemorativo Gorgas de Estudios de la Salud, Panama City, Panama
| | | | | | - Ivette Lorenzana
- Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Rita I Meza
- Honduras HIV National Laboratory, Tegucigalpa, Honduras
| | - Elsa Y Palou
- Hospital Escuela Universitario, Tegucigalpa, Honduras
| | | | | | - Carmen Aláez
- National Institute of Genomic Medicine, Translational Medicine Laboratory, Mexico City, Mexico
| | - Mark A Brockman
- Simon Fraser University, Faculty of Health Sciences, Burnaby, Canada.,British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | | | - Chanson J Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Zabrina L Brumme
- Simon Fraser University, Faculty of Health Sciences, Burnaby, Canada.,British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Santiago Ávila-Ríos
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico.
| | - Gustavo Reyes-Terán
- National Institute of Respiratory Diseases, CIENI Center for Research in Infectious Diseases, Mexico City, Mexico.
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