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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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2
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Kyobe S, Mwesigwa S, Kisitu GP, Farirai J, Katagirya E, Mirembe AN, Ketumile L, Wayengera M, Katabazi FA, Kigozi E, Wampande EM, Retshabile G, Mlotshwa BC, Williams L, Morapedi K, Kasvosve I, Kyosiimire-Lugemwa J, Nsangi B, Tsimako-Johnstone M, Brown CW, Joloba M, Anabwani G, Bhekumusa L, Mpoloka SW, Mardon G, Matshaba M, Kekitiinwa A, Hanchard NA. Exome Sequencing Reveals a Putative Role for HLA-C*03:02 in Control of HIV-1 in African Pediatric Populations. Front Genet 2021; 12:720213. [PMID: 34512729 PMCID: PMC8428176 DOI: 10.3389/fgene.2021.720213] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 08/05/2021] [Indexed: 12/28/2022] Open
Abstract
Human leucocyte antigen (HLA) class I molecules present endogenously processed antigens to T-cells and have been linked to differences in HIV-1 disease progression. HLA allelotypes show considerable geographical and inter-individual variation, as does the rate of progression of HIV-1 disease, with long-term non-progression (LTNP) of disease having most evidence of an underlying genetic contribution. However, most genetic analyses of LTNP have occurred in adults of European ancestry, limiting the potential transferability of observed associations to diverse populations who carry the burden of disease. This is particularly true of HIV-1 infected children. Here, using exome sequencing (ES) to infer HLA allelotypes, we determine associations with HIV-1 LTNP in two diverse African pediatric populations. We performed a case-control association study of 394 LTNPs and 420 rapid progressors retrospectively identified from electronic medical records of pediatric HIV-1 populations in Uganda and Botswana. We utilized high-depth ES to perform high-resolution HLA allelotyping and assessed evidence of association between HLA class I alleles and LTNP. Sixteen HLA alleles and haplotypes had significantly different frequencies between Uganda and Botswana, with allelic differences being more prominent in HLA-A compared to HLA-B and C allelotypes. Three HLA allelotypes showed association with LTNP, including a novel association in HLA-C (HLA-B∗57:03, aOR 3.21, Pc = 0.0259; B∗58:01, aOR 1.89, Pc = 0.033; C∗03:02, aOR 4.74, Pc = 0.033). Together, these alleles convey an estimated population attributable risk (PAR) of non-progression of 16.5%. We also observed novel haplotype associations with HLA-B∗57:03-C∗07:01 (aOR 5.40, Pc = 0.025) and HLA-B∗58:01-C∗03:02 (aOR 4.88, Pc = 0.011) with a PAR of 9.8%, as well as a previously unreported independent additive effect and heterozygote advantage of HLA-C∗03:02 with B∗58:01 (aOR 4.15, Pc = 0.005) that appears to limit disease progression, despite weak LD (r 2 = 0.18) between these alleles. These associations remained irrespective of gender or country. In one of the largest studies of HIV in Africa, we find evidence of a protective effect of canonical HLA-B alleles and a novel HLA-C association that appears to augment existing HIV-1 control alleles in pediatric populations. Our findings outline the value of using multi-ethnic populations in genetic studies and offer a novel HIV-1 association of relevance to ongoing vaccine studies.
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Affiliation(s)
- Samuel Kyobe
- Department of Medical Microbiology, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Savannah Mwesigwa
- Department of Medical Microbiology, College of Health Sciences, Makerere University, Kampala, Uganda
- Department of Immunology and Molecular Biology, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Grace P. Kisitu
- Baylor College of Medicine Children’s Foundation, Kampala, Uganda
| | - John Farirai
- Botswana-Baylor Children’s Clinical Centre of Excellence, Gaborone, Botswana
| | - Eric Katagirya
- Department of Immunology and Molecular Biology, College of Health Sciences, Makerere University, Kampala, Uganda
| | | | - Lesego Ketumile
- Botswana-Baylor Children’s Clinical Centre of Excellence, Gaborone, Botswana
| | - Misaki Wayengera
- Department of Immunology and Molecular Biology, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Fred Ashaba Katabazi
- Department of Immunology and Molecular Biology, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Edgar Kigozi
- Department of Immunology and Molecular Biology, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Edward M. Wampande
- Department of Immunology and Molecular Biology, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Gaone Retshabile
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
| | - Busisiwe C. Mlotshwa
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
| | - Lesedi Williams
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
| | - Koketso Morapedi
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
| | - Ishmael Kasvosve
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
| | | | - Betty Nsangi
- Baylor College of Medicine Children’s Foundation, Kampala, Uganda
| | | | - Chester W. Brown
- University of Tennessee Health Science Center, Memphis, TN, United States
| | - Moses Joloba
- Department of Immunology and Molecular Biology, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Gabriel Anabwani
- Botswana-Baylor Children’s Clinical Centre of Excellence, Gaborone, Botswana
| | - Lukhele Bhekumusa
- Eswatini - Baylor College of Medicine Children’s Foundation, Mbabane, Eswatini
| | - Sununguko W. Mpoloka
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
| | - Graeme Mardon
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, United States
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX, United States
| | - Mogomotsi Matshaba
- Botswana-Baylor Children’s Clinical Centre of Excellence, Gaborone, Botswana
- Pediatric Retrovirology, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - Adeodata Kekitiinwa
- Baylor College of Medicine Children’s Foundation, Kampala, Uganda
- Pediatric Retrovirology, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - Neil A. Hanchard
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, United States
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3
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Kaseke C, Park RJ, Singh NK, Koundakjian D, Bashirova A, Garcia Beltran WF, Takou Mbah OC, Ma J, Senjobe F, Urbach JM, Nathan A, Rossin EJ, Tano-Menka R, Khatri A, Piechocka-Trocha A, Waring MT, Birnbaum ME, Baker BM, Carrington M, Walker BD, Gaiha GD. HLA class-I-peptide stability mediates CD8 + T cell immunodominance hierarchies and facilitates HLA-associated immune control of HIV. Cell Rep 2021; 36:109378. [PMID: 34260940 PMCID: PMC8293625 DOI: 10.1016/j.celrep.2021.109378] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 03/24/2021] [Accepted: 06/18/2021] [Indexed: 11/29/2022] Open
Abstract
Defining factors that govern CD8+ T cell immunodominance is critical for the rational design of vaccines for viral pathogens. Here, we assess the contribution of human leukocyte antigen (HLA) class-I-peptide stability for 186 optimal HIV epitopes across 18 HLA alleles using transporter associated with antigen processing (TAP)-deficient mono-allelic HLA-expressing cell lines. We find that immunodominant HIV epitopes increase surface stabilization of HLA class-I molecules in comparison to subdominant epitopes. HLA class-I-peptide stability is also strongly correlated with overall immunodominance hierarchies, particularly for epitopes from high-abundance proteins (e.g., Gag). Moreover, HLA alleles associated with HIV protection are preferentially stabilized by epitopes derived from topologically important viral regions at a greater frequency than neutral and risk alleles. These findings indicate that relative stabilization of HLA class-I is a key factor for CD8+ T cell epitope immunodominance hierarchies, with implications for HIV control and the design of T-cell-based vaccines.
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Affiliation(s)
- Clarety Kaseke
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Ryan J Park
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Harvard Radiation Oncology Program, Boston, MA 02114, USA
| | - Nishant K Singh
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA 02142, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | | | - Arman Bashirova
- Basic Science Program, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Wilfredo F Garcia Beltran
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | | | - Jiaqi Ma
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA; Harper Cancer Research Institute, University of Notre Dame, South Bend, IN 46556, USA
| | - Fernando Senjobe
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Program in Virology, Harvard Medical School, Boston, MA 02114, USA
| | | | - Anusha Nathan
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Elizabeth J Rossin
- Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA 02114, USA; The Broad Institute, Cambridge, MA 02142, USA
| | - Rhoda Tano-Menka
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Ashok Khatri
- Massachusetts General Hospital Endocrine Unit and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Alicja Piechocka-Trocha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Michael T Waring
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Michael E Birnbaum
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA 02142, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Brian M Baker
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA; Harper Cancer Research Institute, University of Notre Dame, South Bend, IN 46556, USA
| | - Mary Carrington
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Basic Science Program, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Bruce D Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA; The Broad Institute, Cambridge, MA 02142, USA; Center for the AIDS Programme of Research in South Africa, Durban 4001, South Africa; Institute for Medical Engineering and Science and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Gaurav D Gaiha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA.
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4
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Tang J. Immunogenetic determinants of heterosexual HIV-1 transmission: key findings and lessons from two distinct African cohorts. Genes Immun 2021; 22:65-74. [PMID: 33934119 PMCID: PMC8225584 DOI: 10.1038/s41435-021-00130-y] [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: 12/15/2020] [Revised: 04/05/2021] [Accepted: 04/15/2021] [Indexed: 02/03/2023]
Abstract
Immunogenetic studies in the past three decades have uncovered a broad range of human genetic factors that seem to influence heterosexual HIV-1 transmission in one way or another. In our own work that jointly evaluated both genetic and nongenetic factors in two African cohorts of cohabiting, HIV-1-discordant couples (donor and recipient pairs) at risk of transmission during quarterly follow-up intervals, relatively consistent findings have been seen with three loci (IL19, HLA-A, and HLA-B), although the effect size (i.e., odds ratio or hazards ratio) of each specific variant was quite modest. These studies offered two critical lessons that should benefit future research on sexually transmitted infections. First, in donor partners, immunogenetic factors (e.g., HLA-B*57 and HLA-A*36:01) that operate directly through HIV-1 viral load or indirectly through genital coinfections are equally important. Second, thousands of single-nucleotide polymorphisms previously recognized as "causal" factors for human autoimmune disorders did not appear to make much difference, which is somewhat puzzling as these variants are predicted or known to influence the expression of many immune response genes. Replicating these observations in additional cohorts is no longer feasible as the field has shifted its focus to early diagnosis, universal treatment, and active management of comorbidities.
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Affiliation(s)
- Jianming Tang
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
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5
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Camacho-Bydume C, Wang T, Sees JA, Fernandez-Viña M, Abid MB, Askar M, Beitinjaneh A, Brown V, Castillo P, Chhabra S, Gadalla SM, Hsu JM, Kamoun M, Lazaryan A, Nishihori T, Page K, Schetelig J, Fleischhauer K, Marsh SGE, Paczesny S, Spellman SR, Lee SJ, Hsu KC. Specific Class I HLA Supertypes but Not HLA Zygosity or Expression Are Associated with Outcomes following HLA-Matched Allogeneic Hematopoietic Cell Transplant: HLA Supertypes Impact Allogeneic HCT Outcomes. Transplant Cell Ther 2020; 27:142.e1-142.e11. [PMID: 33053450 DOI: 10.1016/j.bbmt.2020.10.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 09/30/2020] [Accepted: 10/07/2020] [Indexed: 12/12/2022]
Abstract
Maximizing the probability of antigen presentation to T cells through diversity in HLAs can enhance immune responsiveness and translate into improved clinical outcomes, as evidenced by the association of heterozygosity and supertypes at HLA class I loci with improved survival in patients with advanced solid tumors treated with immune checkpoint inhibitors. We investigated the impact of HLA heterozygosity, supertypes, and surface expression on outcomes in adult and pediatric patients with acute myeloid leukemia (AML), myelodysplastic syndrome, acute lymphoblastic leukemia, and non-Hodgkin lymphoma who underwent 8/8 HLA-matched, T cell replete, unrelated, allogeneic hematopoietic cell transplant (HCT) from 2000 to 2015 using patient data reported to the Center for International Blood and Marrow Transplant Research. HLA class I heterozygosity and HLA expression were not associated with overall survival, relapse, transplant-related mortality (TRM), disease-free survival (DFS), and acute graft-versus-host disease following HCT. The HLA-B62 supertype was associated with decreased TRM in the entire patient cohort (hazard ratio [HR], 0.79; 95% CI, 0.69 to 0.90; P = .00053). The HLA-B27 supertype was associated with worse DFS in patients with AML (HR = 1.21; 95% CI, 1.10 to 1.32; P = .00005). These findings suggest that the survival benefit of HLA heterozygosity seen in solid tumor patients receiving immune checkpoint inhibitors does not extend to patients undergoing allogeneic HCT. Certain HLA supertypes, however, are associated with TRM and DFS, suggesting that similarities in peptide presentation between supertype members play a role in these outcomes. Beyond implications for prognosis following HCT, these findings support the further investigation of these HLA supertypes and the specific immune peptides important for transplant outcomes.
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Affiliation(s)
| | - Tao Wang
- Division of Biostatistics, Medical College of Wisconsin, Milwaukee, WI
| | - Jennifer A Sees
- Center for International Blood and Marrow Transplant Research, National Marrow Donor Program/Be The Match, Minneapolis, MN
| | | | - Muhammad Bilal Abid
- Divisions of Hematology/Oncology and Infectious Diseases, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | - Medhat Askar
- Department of Pathology and Laboratory Medicine, Baylor University Medical Center, Dallas, Texas
| | - Amer Beitinjaneh
- Department of Medicine, Division of Transplantation and Cellular Therapy, University of Miami, Miami, Florida
| | - Valerie Brown
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, Penn State Hershey Children's Hospital and College of Medicine, Hershey, Pennsylvania
| | - Paul Castillo
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Florida Health Shands Children's Hospital, Gainesville, FL
| | - Saurabh Chhabra
- Division of Hematology/Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | - Shahinaz M Gadalla
- Division of Cancer Epidemiology & Genetics, NIH-NCI Clinical Genetics Branch, Rockville, Maryland
| | - Jing-Mei Hsu
- Division of Hematology/Oncology, Department of Medicine, Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine/New York Presbyterian Hospital, New York, NY
| | - Malek Kamoun
- Deparment of Pathology and Laboratory Medicine, Perelman School of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Aleksandr Lazaryan
- Department of Blood and Marrow Transplant and Cellular Immunotherapy (BMT CI), Moffitt Cancer Center, Tampa, Florida
| | - Taiga Nishihori
- Department of Blood and Marrow Transplant and Cellular Immunotherapy (BMT CI), Moffitt Cancer Center, Tampa, Florida
| | - Kristin Page
- Division of Pediatric Blood and Marrow Transplantation, Duke University Medical Center, Durham, North Carolina
| | - Johannes Schetelig
- Department of Internal Medicine I, University Hospital Carl Gustav Carus Dresden, Dresden, Germany
| | | | - Steven G E Marsh
- Anthony Nolan Research Institute, Royal Free Hospital, London, UK; UCL Cancer Institute, London, UK
| | - Sophie Paczesny
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, SC
| | - Stephen R Spellman
- Center for International Blood and Marrow Transplant Research, National Marrow Donor Program/Be The Match, Minneapolis, MN
| | - Stephanie J Lee
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; Department of Medicine, University of Washington, Seattle, WA
| | - Katharine C Hsu
- Department of Medicine, Adult Bone Marrow Transplantation Service, Memorial Sloan Kettering Cancer Center, New York, New York; Department of Medicine, Weill Cornell Medical College, New York, New York; Human Oncology & Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York.
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6
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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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7
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Wiener HW, Shrestha S, Lu H, Karita E, Kilembe W, Allen S, Hunter E, Goepfert PA, Tang J. Immunogenetic factors in early immune control of human immunodeficiency virus type 1 (HIV-1) infection: Evaluation of HLA class I amino acid variants in two African populations. Hum Immunol 2017; 79:166-171. [PMID: 29289742 DOI: 10.1016/j.humimm.2017.12.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Revised: 12/12/2017] [Accepted: 12/13/2017] [Indexed: 01/07/2023]
Abstract
Immune control of HIV-1 infection depends heavily on cytotoxic T-lymphocyte responses restricted by diverse HLA class I molecules. Recent work has uncovered specific amino acid residues (AARs) that seem to dictate the extent of immune control in African Americans, which prompted us to test these emerging hypotheses in seroconverters (SCs) from southern and eastern Africa. Based on data from 196 Zambians and 76 Rwandans with fully resolved HLA alleles and pre-therapy HIV-1 viral loads (VL) in the first 3- to 36-month of infection (>2300 person-visits), four AARs of primary interest (positions 63, 97, 116 and 245 in the mature HLA-B protein) were found to explain 8.1% and 15.8% of variance in set-point VL for these cohorts (P = .024 and 7.5 × 10-6, respectively). Two AARs not reported previously (167S in HLA-B and 116F in HLA-C) also showed relatively consistent associations with VL (adjusted P = .009-.069), while many population-specific associations were also noted (false discovery rate <0.05). Extensive and often strong linkage disequilibrium among neighboring AAR variants called for more extensive analyses of AAR haplotypes in diverse cohorts before the structural basis of antigen presentation can be fully comprehended.
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Affiliation(s)
- Howard W Wiener
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Sadeep Shrestha
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Hailin Lu
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | | | - Susan Allen
- Zambia-Emory HIV Research Project, Lusaka, Zambia; Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA, USA
| | - Eric Hunter
- Vaccine Research Center, Emory University, Atlanta, GA, USA
| | - Paul A Goepfert
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jianming Tang
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
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Abstract
BACKGROUND Noncommunicable diseases are common among chronically infected patients with HIV in the developed world, but little is known about these conditions in African cohorts. We assessed the epidemiology of metabolic syndrome among young South African women during the first 3 years after HIV acquisition. METHODS A total of 160 women were followed prospectively in the CAPRISA 002 Acute Infection study. Metabolic syndrome was defined as a constellation of hyperlipidemia, hypertension, hyperglycemia/diabetes, and abdominal obesity. Time trends were assessed using generalized estimation equation models. RESULTS Median age was 24 years and body mass index 27 kg/m. Prevalence of metabolic syndrome at infection was 8.7% increasing to 19.2% over 36 months (P = 0.001). The proportion of women with body mass index >30 kg/m increased from 34.4% to 47.7% (P = 0.004), those with abnormal waist circumference and elevated blood pressure increased from 33.5% to 44.3% (P = 0.060) and 23.8% to 43.9% (P < 0.001), respectively. Incidence of metabolic syndrome was 9.13/100 person-years (95% CI: 6.02 to 13.28). Predictors of metabolic syndrome were age (per year increase odds ratio (OR) = 1.12; 95% CI: 1.07 to 1.16), time postinfection (per year OR = 1.47; 95% CI: 1.12 to 1.92), family history of diabetes (OR = 3.13; 95% CI: 1.71 to 5.72), and the human leukocyte antigen (HLA)-B*81:01 allele (OR = 2.95; 95% CI: 1.21 to 7.17), whereas any HLA-B*57 or B*58:01 alleles were protective (OR = 0.34; 95% CI: 0.15 to 0.77). HIV-1 RNA (OR = 0.89; 95% CI: 0.62 to 1.27) and CD4 count (OR = 1.03; 95% CI: 0.95 to 1.11) did not predict metabolic syndrome. CONCLUSIONS The high burden of metabolic conditions in young South African HIV-infected women highlights the need to integrate noncommunicable disease and HIV care programs. Interventions to prevent cardiovascular disease must start at HIV diagnosis, rather than later during the disease course.
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Dynamics and Correlates of CD8 T-Cell Counts in Africans with Primary Human Immunodeficiency Virus Type 1 Infection. J Virol 2016; 90:10423-10430. [PMID: 27630231 DOI: 10.1128/jvi.01467-16] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Accepted: 09/07/2016] [Indexed: 12/11/2022] Open
Abstract
In individuals with HIV-1 infection, depletion of CD4+ T cells is often accompanied by a malfunction of CD8+ T cells that are persistently activated and/or exhausted. While the dynamics and correlates of CD4 counts have been well documented, the same does not apply to CD8 counts. Here, we examined the CD8 counts in a cohort of 497 Africans with primary HIV-1 infection evaluated in monthly to quarterly follow-up visits for up to 3 years in the absence of antiretroviral therapy. Statistical models revealed that (i) CD8 counts were relatively steady in the 3- to 36-month period of infection and similar between men and women; (ii) neither geography nor heterogeneity in the HIV-1 set-point viral load could account for the roughly 10-fold range of CD8 counts in the cohort (P > 0.25 in all tests); and (iii) factors independently associated with relatively high CD8 counts included demographics (age ≤ 40 years, adjusted P = 0.010) and several human leukocyte antigen class I (HLA-I) alleles, including HLA-A*03:01 (P = 0.013), B*15:10 (P = 0.007), and B*58:02 (P < 0.001). Multiple sensitivity analyses provided supporting evidence for these novel relationships. Overall, these findings suggest that factors associated with the CD8 count have little overlap with those previously reported for other HIV-1-related outcome measures, including viral load, CD4 count, and CD4/CD8 ratio. IMPORTANCE Longitudinal data from 497 HIV-1 seroconverters allowed us to systematically evaluate the dynamics and correlates of CD8+ T-cell counts during untreated primary HIV-1 infection in eastern and southern Africans. Our findings suggest that individuals with certain HLA-I alleles, including A*03 (exclusively A*03:01), persistently maintain relatively high CD8 counts following HIV-1 infection, a finding which may offer an intriguing explanation for the recently reported, negative association of A*03 with HIV-1-specific, broadly neutralizing antibody responses. In future studies, attention to HLA-I genotyping data may benefit in-depth understanding of both cellular and humoral immunity, as well as the intrinsic balances of these types of immunity, especially in settings where there is emerging evidence of antagonism between the two arms of adaptive immunity.
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Fernandes-Cardoso J, Süffert TA, Correa MDG, Jobim LFJ, Jobim M, Salim PH, Arruda MB, Boullosa LT, Tanuri A, Porto LC, Ferreira OC. Association between KIR genotypes and HLA-B alleles on viral load in Southern Brazilian individuals infected by HIV-1 subtypes B and C. Hum Immunol 2016; 77:854-860. [PMID: 27346697 DOI: 10.1016/j.humimm.2016.06.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2015] [Revised: 06/16/2016] [Accepted: 06/20/2016] [Indexed: 11/15/2022]
Abstract
There is a great variety of HIV-1 subtypes circulating in Brazil, including subtype C, whose prevalence is on the rise, particularly in the southern region. Many host and viral genetic factors may be involved in this trend. We evaluated the influence of human leukocyte antigen (HLA) class I alleles and killer-cell immunoglobulin-like receptor (KIR) genotypes on viral set point and T-CD4(+) parameters in 84 treatment-naïve HIV-1-positive individuals. Frequency data in the infected group were compared to data of 548 healthy control subjects. Individuals with the KIR AA genotype had a higher viral load (VL) than individuals with the KIR Bx genotype. The HIV-1 group was subdivided into three subgroups according to HLA-B allele presence: those with protection to disease alleles (HLA-B(+)), accelerated disease progression alleles (HLA-B(-)), or neither (HLA-B(o)) were grouped. We observed a significant effect of the HLA-B allele presence on VL. The HLA-B(+) group had significantly lower VL than the HLA-B(-) group and trended toward a lower VL than the HLA-B(o) group. There were significant differences between groups expressing extreme VL values: KIR-AA+HLA-B(-) vs. KIR Bx+HLA-B(+) and KIR-AA+HLA-B(o)vs. KIR Bx+HLA-B(+). The relationship of KIR/HLA host genetics with slow HIV disease progression in southern Brazil may be useful for vaccine developers, epidemiologists, and clinicians.
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Affiliation(s)
- Juliana Fernandes-Cardoso
- Laboratório de Histocompatibilidade e Criopreservação, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Theodoro Armando Süffert
- Serviço de Assistência Especializada em DST/AIDS, Prefeitura Municipal de Porto Alegre, Porto Alegre, Brazil
| | - Maria da Gloria Correa
- Serviço de Assistência Especializada em DST/AIDS, Prefeitura Municipal de Porto Alegre, Porto Alegre, Brazil
| | | | - Mariana Jobim
- Departamento de Imunologia, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | | | - Monica Barcelos Arruda
- Laboratório de Virologia Molecular, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Lidia Theodoro Boullosa
- Laboratório de Virologia Molecular, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Amilcar Tanuri
- Laboratório de Virologia Molecular, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Luis Cristóvão Porto
- Laboratório de Histocompatibilidade e Criopreservação, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Orlando C Ferreira
- Laboratório de Virologia Molecular, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.
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Leitman EM, Hurst J, Mori M, Kublin J, Ndung'u T, Walker BD, Carlson J, Gray GE, Matthews PC, Frahm N, Goulder PJR. Lower Viral Loads and Slower CD4+ T-Cell Count Decline in MRKAd5 HIV-1 Vaccinees Expressing Disease-Susceptible HLA-B*58:02. J Infect Dis 2016; 214:379-89. [PMID: 26951820 PMCID: PMC4936641 DOI: 10.1093/infdis/jiw093] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Accepted: 03/02/2016] [Indexed: 11/18/2022] Open
Abstract
Background. HLA strongly influences human immunodeficiency virus type 1 (HIV-1) disease progression. A major contributory mechanism is via the particular HLA-presented HIV-1 epitopes that are recognized by CD8+ T-cells. Different populations vary considerably in the HLA alleles expressed. We investigated the HLA-specific impact of the MRKAd5 HIV-1 Gag/Pol/Nef vaccine in a subset of the infected Phambili cohort in whom the disease-susceptible HLA-B*58:02 is highly prevalent. Methods. Viral loads, CD4+ T-cell counts, and enzyme-linked immunospot assay–determined anti-HIV-1 CD8+ T-cell responses for a subset of infected antiretroviral-naive Phambili participants, selected according to sample availability, were analyzed. Results. Among those expressing disease-susceptible HLA-B*58:02, vaccinees had a lower chronic viral set point than placebo recipients (median, 7240 vs 122 500 copies/mL; P = .01), a 0.76 log10 lower longitudinal viremia level (P = .01), and slower progression to a CD4+ T-cell count of <350 cells/mm3 (P = .02). These differences were accompanied by a higher Gag-specific breadth (4.5 vs 1 responses; P = .04) and magnitude (2300 vs 70 spot-forming cells/106 peripheral blood mononuclear cells; P = .06) in vaccinees versus placebo recipients. Conclusions. In addition to the known enhancement of HIV-1 acquisition resulting from the MRKAd5 HIV-1 vaccine, these findings in a nonrandomized subset of enrollees show an HLA-specific vaccine effect on the time to CD4+ T-cell count decline and viremia level after infection and the potential for vaccines to differentially alter disease outcome according to population HLA composition. Clinical Trials Registration. NCT00413725, DOH-27-0207-1539.
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Affiliation(s)
| | - Jacob Hurst
- Nuffield Department of Medicine, University of Oxford, United Kingdom
| | | | - James Kublin
- HIV-1 Vaccine Trials Network, Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center
| | - Thumbi Ndung'u
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts HIV-1 Pathogenesis Programme, Doris Duke Medical Research Institute, University of KwaZulu-Natal KwaZulu-Natal Research Institute for Tuberculosis and HIV-1, University of KwaZulu-Natal, Durban Max Planck Institute for Infection Biology, Berlin, Germany
| | - Bruce D Walker
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts HIV-1 Pathogenesis Programme, Doris Duke Medical Research Institute, University of KwaZulu-Natal
| | | | - Glenda E Gray
- South African Medical Research Council, Cape Town Perinatal HIV-1 Research Unit, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Nicole Frahm
- HIV-1 Vaccine Trials Network, Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center Department of Global Health, University of Washington, Seattle
| | - Philip J R Goulder
- Department of Paediatrics HIV-1 Pathogenesis Programme, Doris Duke Medical Research Institute, University of KwaZulu-Natal
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12
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Shepherd BL, Ferrand R, Munyati S, Folkard S, Boyd K, Bandason T, Jallow S, Rowland-Jones SL, Yindom LM. HLA Correlates of Long-Term Survival in Vertically Infected HIV-1-Positive Adolescents in Harare, Zimbabwe. AIDS Res Hum Retroviruses 2015; 31:504-7. [PMID: 25560566 PMCID: PMC4426308 DOI: 10.1089/aid.2014.0338] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
African infants with vertically acquired HIV infection progress rapidly, with only 50% surviving beyond 2 years in the absence of treatment. Despite this high initial mortality, recent reports describe a substantial burden of older children living with untreated vertically acquired HIV infection in Southern Africa. The immunological and genetic factors associated with long-term survival following vertical infection are poorly understood. We performed medium-to-high resolution HLA typing on DNA samples obtained from a cohort of presumed vertically HIV-1-infected children and age-matched uninfected controls in Harare, Zimbabwe. Overall, 93 HLA class I alleles were detected in the study population with a significant enrichment of HLA-C*08:02 and -C*08:04 in the HIV-1-infected long-term survivor group. Conversely, HLA-A*02:01, A*34:02, and -B*58:02 were overrepresented in the uninfected control group. Our data indicate that HLA alleles may have differential effects against HIV acquisition and disease progression in vertical HIV-1 infection.
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Affiliation(s)
- Brittany L. Shepherd
- Nuffield Department of Medicine, University of Oxford, Headington, Oxford, United Kingdom
| | - Rashida Ferrand
- London School of Hygiene and Tropical Medicine, London, United Kingdom
- Biomedical Research and Training Institute, Harare, Zimbabwe
| | - Shungu Munyati
- Biomedical Research and Training Institute, Harare, Zimbabwe
| | - Samuel Folkard
- Nuffield Department of Medicine, University of Oxford, Headington, Oxford, United Kingdom
| | - Kathryn Boyd
- Biomedical Research and Training Institute, Harare, Zimbabwe
| | - Tsitsi Bandason
- Biomedical Research and Training Institute, Harare, Zimbabwe
| | - Sabelle Jallow
- Nuffield Department of Medicine, University of Oxford, Headington, Oxford, United Kingdom
| | - Sarah L. Rowland-Jones
- Nuffield Department of Medicine, University of Oxford, Headington, Oxford, United Kingdom
| | - Louis-Marie Yindom
- Nuffield Department of Medicine, University of Oxford, Headington, Oxford, United Kingdom
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Serwanga J, Nakiboneka R, Mugaba S, Magambo B, Ndembi N, Gotch F, Kaleebu P. Frequencies of Gag-restricted T-cell escape "footprints" differ across HIV-1 clades A1 and D chronically infected Ugandans irrespective of host HLA B alleles. Vaccine 2015; 33:1664-72. [PMID: 25728323 PMCID: PMC4374673 DOI: 10.1016/j.vaccine.2015.02.037] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Revised: 01/29/2015] [Accepted: 02/16/2015] [Indexed: 01/05/2023]
Abstract
A and D infected subjects even though they bear the same presenting HLA alleles, and live in the same environment. Escape mutations that are known to confer survival advantage were more frequent in clade A-infected subjects irrespective of host HLA alleles. There was no evidence to link this difference in outcome to the evaluated adaptive T-Cell responses (IFN-γ responses and polyfunctional responses) to those key structurally constrained Gag epitopes. However, we have demonstrated that there was significantly greater selective pressure on the Gag protein of clade A than that of clade D. The data are in line with the known faster disease progression in clade D than clade A infected individuals. The data also highlight that the current difficulties in formulating a global HIV vaccine design will be further challenged by clade associated differences in outcome.
Objective(s) We evaluated relationships between critical Gag T-cell escape mutations and concomitant T-cell responses to determine whether HLA-restricted Gag mutations that confer protection, occur at similar rates in a population infected with mixed HIV-1 clades A1 and D viruses. Methods Assessment of Gag selective pressure, and adaptive T-cell functions to KAFSPEVIPMF (KF11), ISPRTLNAW (ISW9) and TSTLQEQIGW (TW10) Gag epitopes were combined with host HLA to assess correlations with rates of critical epitope escape mutations in clades A1- (n = 23) and D- (n = 21) infected, untreated subjects. Infecting clades and selection pressure were determined from the gag sequences. Results Overall, Gag escape mutations A163X in KF11 were detected in 61% (14/23) A1- infected compared to 5% (1/21) in D-infected subjects (p = 0.00015). Gag mutations I147X in the ISW9 epitope were seen in 43%: (10/23) clade A compared to 5%: (1/21) clade D infected subjects, p = 0.007, Fisher's Exact test. Both mutations were more frequent in clade A1 infection. Frequencies of the measured epitope-specific T-cell responses were comparable across clades. Peptide binding affinities for the restricting HLA alleles did not differ across clades. Overall, selection pressure on the Gag protein was significantly greater in clade A than in clade D sequences. Conclusions These findings imply that HIV-1 vaccine strategies designed to target structurally constrained T-cell epitopes may be further challenged by clade-driven outcomes in specific HLA-restricted Gag epitopes. Equally, the data are line with slower HIV-1 disease progression in clade A infection; and raise hope that increased selective pressure on Gag may be protective irrespective of host HLA alleles.
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Affiliation(s)
| | | | - Susan Mugaba
- MRC/UVRI Uganda Research Unit on AIDS, Entebbe, Uganda
| | - Brian Magambo
- MRC/UVRI Uganda Research Unit on AIDS, Entebbe, Uganda
| | | | - Frances Gotch
- Department of Immunology, Imperial College, Chelsea & Westminster Hospital, London, United Kingdom
| | - Pontiano Kaleebu
- MRC/UVRI Uganda Research Unit on AIDS, Entebbe, Uganda; London School of Hygiene and Tropical Medicine, United Kingdom
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14
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Prentice HA, Pajewski NM, He D, Zhang K, Brown EE, Kilembe W, Allen S, Hunter E, Kaslow RA, Tang J. Host genetics and immune control of HIV-1 infection: fine mapping for the extended human MHC region in an African cohort. Genes Immun 2014; 15:275-81. [PMID: 24784026 PMCID: PMC4111776 DOI: 10.1038/gene.2014.16] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2014] [Revised: 03/28/2014] [Accepted: 03/28/2014] [Indexed: 12/31/2022]
Abstract
Multiple MHC loci encoding human leukocyte antigens (HLA) have allelic variants unequivocally associated with differential immune control of HIV-1 infection. Fine mapping based on single nucleotide polymorphisms (SNPs) in the extended MHC (xMHC) region is expected to reveal causal or novel factors and to justify a search for functional mechanisms. We have tested the utility of a custom fine-mapping platform (the ImmunoChip) for 172 HIV-1 seroconverters (SCs) and 449 seroprevalent individuals (SPs) from Lusaka, Zambia, with a focus on more than 6,400 informative xMHC SNPs. When conditioned on HLA and non-genetic factors previously associated with HIV-1 viral load (VL) in the study cohort, penalized approaches (HyperLasso models) identified an intergenic SNP (rs3094626 between RPP21 and HLA-E) and an intronic SNP (rs3134931 in NOTCH4) as novel correlates of early set-point VL in SCs. The minor allele of rs2857114 (downstream from HLA-DOB) was an unfavorable factor in SPs. Joint models based on demographic features, HLA alleles and the newly identified SNP variants could explain 29% and 15% of VL variance in SCs and SPs, respectively. These findings and bioinformatics strongly suggest that both classic and non-classic MHC genes deserve further investigation, especially in Africans with relatively short haplotype blocks.
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Affiliation(s)
- H A Prentice
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - N M Pajewski
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - D He
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - K Zhang
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - E E Brown
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - W Kilembe
- Zambia-Emory HIV-1 Research Project, Lusaka, Zambia
| | - S Allen
- 1] Zambia-Emory HIV-1 Research Project, Lusaka, Zambia [2] Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA, USA
| | - E Hunter
- Emory Vaccine Center, Emory University, Atlanta, GA, USA
| | - R A Kaslow
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - J Tang
- 1] Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA [2] Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
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15
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HLA-B*35: 05 is a protective allele with a unique structure among HIV-1 CRF01_AE-infected Thais, in whom the B*57 frequency is low. AIDS 2014; 28:959-67. [PMID: 24566094 DOI: 10.1097/qad.0000000000000206] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To identify protective human leukocyte antigen (HLA) alleles in an HIV-infected south-east Asian population, in whom HLA-B*57 prevalence is lower than other ethnic groups, and HIV-1 CRF01_AE is the dominant circulating subtype. DESIGN Cross-sectional study of Thai patients with chronic HIV infection. METHODS Five hundred and fifty-seven HIV-1 CRF01_AE-infected Thais were recruited. Their HLA type and viral load were determined to statistically analyze the association of each allele in viral control. In-silico molecular dynamics was also used to evaluate the effect of HLA structure variants on epitope binding. RESULTS HLA-B*35:05 was identified as the most protective allele (P=0.003, q=0.17), along with HLA-B*57:01 (P=0.044, q=0.31). Structurally, HLA-B*35:05 belonged to the HLA-B*35-PY group of HLA-B*35 alleles; however, unlike the other HLA-B*35 alleles that carry Arg (R) at residue 97, it has unique sequences at T94, L95, and S97, located within the peptide-binding groove. Analysis of the three-dimensional HLA structure and molecular dynamics indicates that S97 in HLA-B*35:05 leads to less flexibility in the groove, and shorter distances between the α-helixes compared with the disease-susceptible HLA-B*35-PY allele, HLA-B*35:01. CONCLUSION These data indicate the existence of a protective effect of HLA-B*57 across ethnic groups and highlight HLA-B*35:05 as an allele uniquely protective in subtype CRF01_AE-infected Thais. The divergence of HLA-B*35:05 from conventional HLA-B*35-PY structural sequences at the peptide-binding groove is consistent with previous studies that have identified HLA residue 97 as strongly influential in shaping HLA impact on immune control of HIV, and that a more restricted peptide-binding motif may be associated with improved control.
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16
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Shao J, Wang J, Abubakar YF, Zhou D, Chen J, Shen Y, Wang Z, Lu H. Genetic relatedness of human immunodeficiency virus-1 (HIV-1) strains in a 12-year-old daughter and her father in a household setting. Arch Virol 2014; 159:1385-91. [PMID: 24385159 DOI: 10.1007/s00705-013-1963-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2013] [Accepted: 11/22/2013] [Indexed: 11/25/2022]
Abstract
Modalities of intra-familial transmission of HIV-1 are not always clear. Here we describe an uncommon case of HIV transmission in a family setting, analyzed using clinical, epidemiological and nucleic-acid-based methods, and assess risk factors for intrafamilial transmission of HIV-1 infection. All sequences from the father and the daughter were grouped in the same cluster with a 100 % bootstrap value, which means that the father and his daughter were infected with highly homologous CRF01_AE. The diversity of genetic clones between env and pol genes was insignificant (p > 0.05). Moreover, the results of analysis of drug-resistance-associated mutation positions of the two viral isolates were almost identical, indicating that both were susceptible to the first-line anti-HIV drugs prior to the initiation of antiretroviral treatment (ART), and this presented additional evidence of a high similarity between the two family members' HIV-1 quasispecies. In this family, HIV-1 isolates from a father and his daughter had very highly genetic relatedness. By combining their clinical histories, we could draw the conclusion that the daughter was probably infected via contact with her father's blood or other body fluids, but no obvious transmission route was found, suggesting that HIV-1 infection in similar household settings should be taken into consideration whenever the origin of HIV-1 infection cannot be identified.
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Affiliation(s)
- Jiasheng Shao
- Department of Infectious Disease, Shanghai Public Health Clinical Center Affiliated to Fudan University, 2901 Caolang Road, Shanghai, 201508, China
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17
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Zhang H, Zhao B, Han X, Wang Z, Liu B, Lu C, Zhang M, Liu J, Chen O, Hu Q, Jiang F, Shang H. Associations of HLA class I antigen specificities and haplotypes with disease progression in HIV-1-infected Hans in Northern China. Hum Immunol 2013; 74:1636-42. [PMID: 24012585 DOI: 10.1016/j.humimm.2013.08.287] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Revised: 07/17/2013] [Accepted: 08/10/2013] [Indexed: 12/11/2022]
Abstract
The human leukocyte antigen (HLA) allele frequencies, which differ among various ethnic populations, may result in population-specific effects on HIV-1 disease progression. No large-scale study has yet been conducted on the Chinese population. In this study, HLA class I antigen specificities were determined in a cohort including 105 long-term non-progressors (LTNPs) and 321 typical progressors (TPs), who were recruited from HIV-1-infected Northern Han Chinese, to determine the associations between certain HLA types and HIV-1 disease progression. The frequencies of HLA class I specificities and haplotypes among the two groups were compared using binary logistic stepwise regression. Results showed that HLA-A(∗)30-B(∗)13-C(∗)06 (OR = 0.387, P = 0.019) and B(∗)67 (OR = 0.134, P = 0.005) were associated with a long-term non-progressing condition, and C(∗)01 (OR = 2.539, P = 0.050) was overrepresented in TPs after adjusting for non-genetic factors (sex, age, the location of patients, HIV subtype and the route of infection). The influence of HLA homozygosity on HIV disease progression was also analyzed. However, homozygosity at HLA-A, HLA-B or HLA-C conferred no observable disadvantage in our study population (P = 0.730, 0.246 and 0.445, respectively). These findings suggest that the host's genetics make important contributions to HIV viral control and may help to develop peptide-based vaccines for this population.
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Affiliation(s)
- Hui Zhang
- Key Laboratory of AIDS Immunology of the Ministry of Health, Department of Laboratory Medicine, The First Hospital of China Medical University, Shenyang, China
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Kuniholm MH, Anastos K, Kovacs A, Gao X, Marti D, Sette A, Greenblatt RM, Peters M, Cohen MH, Minkoff H, Gange SJ, Thio CL, Young MA, Xue X, Carrington M, Strickler HD. Relation of HLA class I and II supertypes with spontaneous clearance of hepatitis C virus. Genes Immun 2013; 14:330-5. [PMID: 23636221 PMCID: PMC3723800 DOI: 10.1038/gene.2013.25] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2012] [Revised: 03/14/2013] [Accepted: 04/01/2013] [Indexed: 01/02/2023]
Abstract
Human leukocyte antigen (HLA) genotype has been associated with the probability of spontaneous clearance of hepatitis C virus (HCV). However, no prior studies have examined whether this relationship may be further characterized by grouping HLA alleles according to their supertypes, defined by their binding capacities. There is debate regarding the most appropriate method to define supertypes. Therefore, previously reported HLA supertypes (46 class I and 25 class II) were assessed for their relation with HCV clearance in a population of 758 HCV-seropositive women. Two HLA class II supertypes were significant in multivariable models that included: (i) supertypes with significant or borderline associations with HCV clearance after adjustment for multiple tests, and (ii) individual HLA alleles not part of these supertypes, but associated with HCV clearance in our prior study in this population. Specifically, supertype DRB3 (prevalence ratio (PR)=0.4; P=0.004) was associated with HCV persistence, whereas DR8 (PR=1.8; P=0.01) was associated with HCV clearance. Two individual alleles (B*57:01 and C*01:02) associated with HCV clearance in our prior study became nonsignificant in analysis that included supertypes, whereas B*57:03 (PR=1.9; P=0.008) and DRB1*07:01 (PR=1.7; P=0.005) retained their significance. These data provide epidemiologic support for the significance of HLA supertypes in relation to HCV clearance.
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Affiliation(s)
- M H Kuniholm
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
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High-dimensional immunomonitoring models of HIV-1-specific CD8 T-cell responses accurately identify subjects achieving spontaneous viral control. Blood 2012; 121:801-11. [PMID: 23233659 DOI: 10.1182/blood-2012-06-436295] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
UNLABELLED The development of immunomonitoring models to determine HIV-1 vaccine efficacy is a major challenge. Studies suggest that HIV-1–specific CD8 T cells play a critical role in subjects achieving spontaneous viral control (HIV-1 controllers) and that they will be important in immune interventions. However, no single CD8 T-cell function is uniquely associated with controller status and the heterogeneity of responses targeting different epitopes further complicates the discovery of determinants of protective immunity. In the present study, we describe immunomonitoring models integrating multiple functions of epitope-specific CD8 T cells that distinguish controllers from subjects with treated or untreated progressive infection. Models integrating higher numbers of variables and trained with the least absolute shrinkage and selection operator (LASSO) variant of logistic regression and 10-fold cross-validation produce “diagnostic tests” that display an excellent capacity to delineate subject categories. The test accuracy reaches 75% area under the receiving operating characteristic curve in cohorts matched for prevalence of protective alleles. Linear mixed-effects model analyses show that the proliferative capacity, cytokine production, and kinetics of cytokine secretion are associated with HIV-1 control. Although proliferative capacity is the strongest single discriminant, integrated modeling of different dimensions of data leverages individual associations. This strategy may have important applications in predictive model development and immune monitoring of HIV-1 vaccine trials. KEY POINTS Immune monitoring models integrating multiple functions of HIV-1-specific CD8 T cells distinguish controllers from subjects with progressive HIV-1 infection. This strategy may have important applications in predictive model development and immune monitoring of HIV-1 vaccine trials.
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Abstract
OBJECTIVES To examine the relationship between human leukocyte antigen (HLA) genotype and body composition changes induced by thymidine analogue nucleoside reverse transcriptase inhibitor (NtRTI) use in HIV-positive individuals. DESIGN Data collected during the Simplification with Tenofovir-Emtricitabine (TDF-FTC) or Abacavir-Lamivudine (ABC-3TC) (STEAL) study were analysed to examine the potential association of HLA genotypes with changes in body composition in treatment-experienced HIV-positive individuals. METHODS Demographic, HIV-related, body composition and HLA genotyping data from the STEAL study were used in this analysis. The mean percentage peripheral fat at study baseline was compared in participants with and without prior NtRTI use. Analyses were also carried out for each HLA supertype strata, for five HLA genes, within the thymidine-exposed group. These comparisons were made using Mann-Whitney rank-sum tests. RESULTS Participants with prior NtRTI use had a significantly lower baseline mean peripheral fat percentage compared to those without NtRTI use (31.9 vs. 34.7%; P = 0.0045). However, participants carrying one or more of the three particular HLA supertype alleles, A01, B08 and DQ2, showed no significant difference in mean peripheral fat percentage at baseline by NtRTI use. Among participants with prior NtRTI exposure, there were significant differences in mean peripheral fat by HLA A01, B08 and DQ2 allele expression compared to those without expression of these alleles (A01: 34.91% vs. no A01: 30.3%; P = 0.0087; B08: 36.2% vs. no B08: 31.1%; P = 0.0317; DQ2: 35.16% vs. no DQ2: 30.06%; P = 0.0081). CONCLUSION This analysis suggests that HIV-infected individuals carrying HLA A01, B08 or DQ2 supertype alleles may be resistant to NtRTI-induced peripheral fat loss.
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Naruto T, Gatanaga H, Nelson G, Sakai K, Carrington M, Oka S, Takiguchi M. HLA class I-mediated control of HIV-1 in the Japanese population, in which the protective HLA-B*57 and HLA-B*27 alleles are absent. J Virol 2012; 86:10870-2. [PMID: 22811530 PMCID: PMC3457252 DOI: 10.1128/jvi.00689-12] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2012] [Accepted: 07/03/2012] [Indexed: 11/20/2022] Open
Abstract
We investigated the effect of HLA class I alleles on clinical parameters for HIV-1 disease progression in the Japanese population, where two strongly protective alleles, HLA-B*57 and HLA-B*27, are virtually nonexistent. HLA-B alleles showed a dominant role, primarily through HLA-B*67:01 and the HLA-B*52:01-C*12:02 haplotype. Neither a rare-allele nor a heterozygote advantage was found, suggesting that the effect of HLA alleles in the Japanese population is either different from those observed in Africans and Caucasians or undetectable due to limited power.
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Affiliation(s)
- Takuya Naruto
- Center for AIDS Research, Kumamoto University, Kumamoto, Japan
| | - Hiroyuki Gatanaga
- Center for AIDS Research, Kumamoto University, Kumamoto, Japan
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - George Nelson
- Basic Science Program, Center for Cancer Research Genetics Core, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
| | - Keiko Sakai
- Center for AIDS Research, Kumamoto University, Kumamoto, Japan
| | - Mary Carrington
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
- Ragon Institute of MGH, MIT, and Harvard, Boston, Massachusetts, USA
| | - Shinichi Oka
- Center for AIDS Research, Kumamoto University, Kumamoto, Japan
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
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Abstract
Successful vaccine development for infectious diseases has largely been achieved in settings where natural immunity to the pathogen results in clearance in at least some individuals. HIV presents an additional challenge in that natural clearance of infection does not occur, and the correlates of immune protection are still uncertain. However, partial control of viremia and markedly different outcomes of disease are observed in HIV-infected persons. Here, we examine the antiviral mechanisms implicated by one variable that has been consistently associated with extremes of outcome, namely HLA class I alleles, and in particular HLA-B, and examine the mechanisms by which this modulation is likely to occur and the impact of these interactions on evolution of the virus and the host. Studies to date provide evidence for both HLA-dependent and epitope-dependent influences on viral control and viral evolution and have important implications for the continued quest for an effective HIV vaccine.
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Identification of human immunodeficiency virus-1 (HIV-1) transmission from a 29-year-old daughter to her mother in Shanghai, China. Arch Virol 2012; 158:11-7. [PMID: 22918554 DOI: 10.1007/s00705-012-1421-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2012] [Accepted: 06/12/2012] [Indexed: 10/28/2022]
Abstract
BACKGROUND AND METHODS Routes of intrafamilial transmission of HIV-1 are not always clear. Here, we describe transmission to a mother from her 29-year-old daughter within a family setting through clinical, epidemiological and molecular evidence. We evaluated the risk factors for intrafamilial transmission of HIV-1 infection through qualitative epidemiology following pol and env gene sequencing and phylogenetic analysis. RESULT The nucleotide sequences of the pol and env genes of the two strains from the two patients in the family were 99 % and 100 % identical, respectively, and they clustered with CRF07_BC, which includes the main recombinant strains in Shanghai, China. The diversity of genetic clones between the env and pol genes was insignificant (p > 0.05). The drug-resistance-associated mutation positions of the two viral strains were basically similar and indicated that both were susceptible to the first-line anti-retroviral drugs including zidovudine (AZT), lamivudine (3TC), efavirenz (EFV) and nevirapine (NVP) prior to the initiation of highly active antiretroviral treatment (HAART), providing additional evidence of a close similarity between the quasispecies of the two family members. CONCLUSION In this family, the two strains of the virus, isolated from the mother and her adult daughter, had very high homology. In the context of their clinical histories, we can make a conclusion that the mother was infected by the virus in her daughter's blood or other body fluids, but no overt transmission route has been clarified. This investigation also suggested that intimate personal exposure in the same household can contribute to HIV-1 transmission and underscores the need to educate persons who care for or are in contact with HIV-infected persons in household settings where such exposures may occur.
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Merino AM, Song W, He D, Mulenga J, Allen S, Hunter E, Tang J, Kaslow RA. HLA-B signal peptide polymorphism influences the rate of HIV-1 acquisition but not viral load. J Infect Dis 2012; 205:1797-805. [PMID: 22492862 PMCID: PMC3571229 DOI: 10.1093/infdis/jis275] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2011] [Accepted: 12/28/2011] [Indexed: 01/03/2023] Open
Abstract
Human leukocyte antigen alleles influence the immune response to HIV-1. Signal peptides cleaved from those alleles bind to HLA-E and mediate natural killer cell function. Signal peptides of HLA-A and HLA-C proteins carry methionine (Met) at anchor position 2 (P2); those of HLA-B carry Met or threonine (Thr). Different P2 residues alter HLA-E binding to its cognate receptors and may impact HIV-1 acquisition. Among Zambian couples (N = 566) serodiscordant for HIV-1, P2-Met accelerated acquisition in the HIV-1-negative partner (relative hazard [RH], 1.79). Among seroconverting Zambian (n = 240) and Rwandan (n = 64) partners, P2-Met also accelerated acquisition (RH, 1.47 and RH, 1.83 respectively). HLA-B alleles displaying the reportedly protective Bw4 epitope carry P2-Thr. Bw4/P2-Thr and Bw6/P2-Thr showed similar protective effects compared with Bw6/P2-Met. Neither motif was associated with viral load. The influence of HLA-B alleles on HIV/AIDS may derive from multiple motifs in and beyond the mature proteins.
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Affiliation(s)
| | | | | | | | - Susan Allen
- Rwanda-Zambia HIV-1 Research Group, Lusaka, Zambia
- Department of Pathology and Laboratory Medicine
| | - Eric Hunter
- Vaccine Research Center, Emory University, Atlanta, Georgia
| | | | - Richard A. Kaslow
- Department of Medicine
- Department of Microbiology
- Department of Epidemiology, University of Alabama at Birmingham
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Zipeto D, Beretta A. HLA-C and HIV-1: friends or foes? Retrovirology 2012; 9:39. [PMID: 22571741 PMCID: PMC3386009 DOI: 10.1186/1742-4690-9-39] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2012] [Accepted: 05/09/2012] [Indexed: 12/20/2022] Open
Abstract
The major histocompatibility complex class I protein HLA-C plays a crucial role as a molecule capable of sending inhibitory signals to both natural killer (NK) cells and cytotoxic T lymphocytes (CTL) via binding to killer cell Ig-like receptors (KIR). Recently HLA-C has been recognized as a key molecule in the immune control of HIV-1. Expression of HLA-C is modulated by a microRNA binding site. HLA-C alleles that bear substitutions in the microRNA binding site are more expressed at the cell surface and associated with the control of HIV-1 viral load, suggesting a role of HLA-C in the presentation of antigenic peptides to CTLs. This review highlights the role of HLA-C in association with HIV-1 viral load, but also addresses the contradiction of the association between high cell surface expression of an inhibitory molecule and strong cell-mediated immunity. To explore additional mechanisms of control of HIV-1 replication by HLA-C, we address specific features of the molecule, like its tendency to be expressed as open conformer upon cell activation, which endows it with a unique capacity to associate with other cell surface molecules as well as with HIV-1 proteins.
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Affiliation(s)
- Donato Zipeto
- Department of Life and Reproduction Sciences, Section of Biology and Genetics, University of Verona, Verona, Italy
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26
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Stephens HAF. Immunogenetic surveillance of HIV/AIDS. INFECTION GENETICS AND EVOLUTION 2012; 12:1481-91. [PMID: 22575339 DOI: 10.1016/j.meegid.2012.04.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 12/23/2011] [Revised: 04/05/2012] [Accepted: 04/06/2012] [Indexed: 11/28/2022]
Abstract
Evolutionary pressure by viruses is most likely responsible for the extraordinary allelic polymorphism of genes encoding class I human leukocyte antigens (HLA) and killer immunoglobulin-like receptors (KIR). Such genetic diversity has functional implications for the immune response to viruses and generates population-based variations in HLA class I allele frequencies and KIR gene profiles. The HIV-1 virus has relatively recently established itself as a major human pathogen, rapidly diversifying into a variety of phylogenetic subtypes or clades (A-G) and recombinants in different populations. HIV-1 clade C is the most common subtype in circulation accounting for 48% of all infections, followed by HIV-1 clades A and B which are responsible for 13% and 11% of infections in the current pandemic, respectively. Candidate gene studies of large cohorts of predominantly HIV-1 clade B but also clades C and A infected patients, have consistently shown significant associations between certain HLA class I alleles namely HLA-B*57, B*58, B*27, B*51 and relatively low viraemia. However, there is evidence that other associations between HLA-B*15, B*18 or B*53 and levels of HIV-1 viraemia are clade-specific. Recent genome-wide association studies of HIV-1 clade B exposed cohorts have confirmed that HLA-B, which is the most polymorphic locus in the human genome, is the major genetic locus contributing to immune control of viraemia. Moreover, the presence of natural killer cell receptors encoded by KIR-3DL1 and 3DS1 genes together with certain HLA class I alleles carrying the KIR target motif Bw4Ile80, provides an enhanced ability to control HIV-1 viraemia in some individuals. It is likely that rapid co-evolution of HIV-1 immune escape variants together with an adjustment of human immune response gene profiles has occurred in some exposed populations. Taken together, immunogenetic surveillance of HIV-1 exposed cohorts has revealed important correlates of natural immunity, which could provide a rational platform for the design and testing of future vaccines aimed at controlling the current AIDS pandemic.
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Affiliation(s)
- Henry A F Stephens
- UCL Centre for Nephrology and the Anthony Nolan Laboratories, Royal Free Hospital, Rowland Hill Street, London NW3 2PF, UK.
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Goulder PJR, Prendergast AJ. Approaches towards avoiding lifelong antiretroviral therapy in paediatric HIV infection. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2012; 719:25-37. [PMID: 22125032 DOI: 10.1007/978-1-4614-0204-6_3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Paximadis M, Mathebula TY, Gentle NL, Vardas E, Colvin M, Gray CM, Tiemessen CT, Puren A. Human leukocyte antigen class I (A, B, C) and II (DRB1) diversity in the black and Caucasian South African population. Hum Immunol 2011; 73:80-92. [PMID: 22074999 DOI: 10.1016/j.humimm.2011.10.013] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2011] [Revised: 09/05/2011] [Accepted: 10/03/2011] [Indexed: 01/24/2023]
Abstract
A cross-section of black and Caucasian South Africans (N = 302) were genotyped at high resolution (class I HLA-A, -B, -C and class II HLA-DRB1). Five new class I alleles (A*30:01:02, A*30:02:02, A*68:27, B*42:06, and B*45:07) and one new confirmatory allele (A*29:11) were identified in the black population. Alleles and haplotypes showed expected differences between the black and Caucasian populations, with the black population, on average, showing a broader spectrum of allele representation (less single allele dominance). The most prevalent alleles at the four loci in the black population were A*30:01, B*58:02, C*06:02, and DRB1*13:01 and in the Caucasian population were A*02:01:01, B*07:02:01, C*07:01, and DRB1*03:01. HLA-B, and HLA-C loci showed the strongest overall linkage disequilibrium (LD) and HLA-B/HLA-C two locus haplotypes also showed the strongest LD (D'(ij)) in both population groups. Bw allotype representation was similar between the two populations; however C allotypes differed significantly (C1 higher representation in Caucasians; C2 higher representation in blacks). HLA-A Supertype family phenotypic frequencies did not differ between the two populations, but four (B08, B27, B58, and B62) HLA-B Supertype families differed significantly. However, vaccine coverage estimation came close to 100% in both population groups, with inclusion of only four Supertype families (A1, A2, B7, B58).
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Affiliation(s)
- Maria Paximadis
- Centre for HIV and STIs, National Institute for Communicable Diseases, National Health Laboratory Services and the University of the Witwatersrand, Johannesburg, South Africa.
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Song W, He D, Brill I, Malhotra R, Mulenga J, Allen S, Hunter E, Tang J, Kaslow RA. Disparate associations of HLA class I markers with HIV-1 acquisition and control of viremia in an African population. PLoS One 2011; 6:e23469. [PMID: 21858133 PMCID: PMC3157381 DOI: 10.1371/journal.pone.0023469] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2011] [Accepted: 07/18/2011] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Acquisition of human immunodeficiency virus type 1 (HIV-1) infection is mediated by a combination of characteristics of the infectious and the susceptible member of a transmission pair, including human behavioral and genetic factors, as well as viral fitness and tropism. Here we report on the impact of established and potential new HLA class I determinants of heterosexual HIV-1 acquisition in the HIV-1-exposed seronegative (HESN) partners of serodiscordant Zambian couples. METHODOLOGY/PRINCIPAL FINDINGS We assessed the relationships of behavioral and clinically documented risk factors, index partner viral load, and host genetic markers to HIV-1 transmission among 568 cohabiting couples followed for at least nine months. We genotyped subjects for three classical HLA class I genes known to influence immune control of HIV-1 infection. From 1995 to December 2006, 240 HESNs seroconverted and 328 remained seronegative. In Cox proportional hazards models, HLA-A*68:02 and the B*42-C*17 haplotype in HESN partners were significantly and independently associated with faster HIV-1 acquisition (relative hazards = 1.57 and 1.55; p = 0.007 and 0.013, respectively) after controlling for other previously established contributing factors in the index partner (viral load and specific class I alleles), in the HESN partner (age, gender), or in the couple (behavioral and clinical risk score). Few if any previously implicated class I markers were associated here with the rate of acquiring infection. CONCLUSIONS/SIGNIFICANCE A few HLA class I markers showed modest effects on acquisition of HIV-1 subtype C infection in HESN partners of discordant Zambian couples. However, the striking disparity between those few markers and the more numerous, different markers found to determine HIV-1 disease course makes it highly unlikely that, whatever the influence of class I variation on the rate of infection, the mechanism mediating that phenomenon is identical to that involved in disease control.
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Affiliation(s)
- Wei Song
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Dongning He
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Ilene Brill
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Rakhi Malhotra
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | | | - Susan Allen
- Rwanda-Zambia HIV-1 Research Group, Lusaka, Zambia
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia, United States of America
| | - Eric Hunter
- Vaccine Research Center, Emory University, Atlanta, Georgia, United States of America
| | - Jianming Tang
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Richard A. Kaslow
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
- * E-mail:
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Wang X, Wang Y, Chen L, Zhao J, Liu L, Gan X, Shi X, Xie D, Nie S, Cheng J. Correlation among HLA alleles A*02/A*24, HLA-DR expression and resistance to HIV-1 infection in Chinese populations. Future Virol 2011. [DOI: 10.2217/fvl.11.19] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Aims: The reason why populations that are highly exposed to HIV-1 but that remain seronegative (ESNs) possess the capacity of HIV-1 resistance is uncertain. In this study, we tried to find the relationship among certain T-cell receptors, HLA genotype and susceptibility to HIV-1 in Chinese individuals. Materials & methods: T-cell subsets, activation markers of T cells and co-receptors of HIV-1 infection were analyzed in ESNs, healthy controls and HIV-1 carriers. HLA genotypes of the three populations were also assayed. Results: We found that the ESNs had significantly lower percentages of HLA-DR+ CD4 T cells and HLA-DR+ CD8 T cells than healthy controls and HIV-1 carriers. Healthy controls could be clearly divided into a low-expression group and a high-expression group according to HLA-DR+ CD8 T-cell expression. Almost all of the ESNs belonged to the HLA-DR+CD8 low-expression group (33/37), whereas only just over half of the healthy controls were in the low-expression group (59/101; p < 0.001). In healthy controls, the distribution of the A*02 allele showed significant negative correlation with HLA-DR+CD8 expression (p = 0.008), whereas the distribution of the A*24 displayed a significant positive correlation with HLA-DR+CD8 expression (p = 0.045). Conclusion: HLA-DR+ CD8 T-cell expression was an important indicator of susceptibility to HIV-1 infection in Chinese individuals. A*02 and A*24 allelic distribution had a close correlation with HLA-DR expression.
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Affiliation(s)
- Xiaohui Wang
- Department of Epidemiology & Statistics, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, No.13, Hangkong Road, Hankou District, Wuhan, 430030, China
- Department of AIDS Control & Prevention, Shenzhen Center for Disease Control & Prevention, Shenzhen, China
| | - Yueyun Wang
- Shenzhen Maternal & Child Health Hospital, Shenzhen, China
| | - Lin Chen
- Department of AIDS Control & Prevention, Shenzhen Center for Disease Control & Prevention, Shenzhen, China
| | - Jin Zhao
- Department of AIDS Control & Prevention, Shenzhen Center for Disease Control & Prevention, Shenzhen, China
| | - Li Liu
- Department of Epidemiology & Statistics, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, No.13, Hangkong Road, Hankou District, Wuhan, 430030, China
| | - Xiumin Gan
- Department of Epidemiology & Statistics, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, No.13, Hangkong Road, Hankou District, Wuhan, 430030, China
| | - Xiangdong Shi
- Department of AIDS Control & Prevention, Shenzhen Center for Disease Control & Prevention, Shenzhen, China
| | - Duoshuang Xie
- Department of Epidemiology & Statistics, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, No.13, Hangkong Road, Hankou District, Wuhan, 430030, China
| | | | - Jinquan Cheng
- Department of AIDS Control & Prevention, Shenzhen Center for Disease Control & Prevention, Shenzhen, China
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Jennes W, Verheyden S, Demanet C, Menten J, Vuylsteke B, Nkengasong JN, Kestens L. Low CD4+ T cell counts among African HIV-1 infected subjects with group B KIR haplotypes in the absence of specific inhibitory KIR ligands. PLoS One 2011; 6:e17043. [PMID: 21347267 PMCID: PMC3038936 DOI: 10.1371/journal.pone.0017043] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2010] [Accepted: 01/14/2011] [Indexed: 12/26/2022] Open
Abstract
Natural killer (NK) cells are regulated by interactions between polymorphic killer immunoglobulin-like receptors (KIR) and human leukocyte antigens (HLA). Genotypic combinations of KIR3DS1/L1 and HLA Bw4-80I were previously shown to influence HIV-1 disease progression, however other KIR genes have not been well studied. In this study, we analyzed the influence of all activating and inhibitory KIR, in association with the known HLA inhibitory KIR ligands, on markers of disease progression in a West African population of therapy-naïve HIV-1 infected subjects. We observed a significant association between carriage of a group B KIR haplotype and lower CD4+ T cell counts, with an additional effect for KIR3DS1 within the frame of this haplotype. In contrast, we found that individuals carrying genes for the inhibitory KIR ligands HLA-Bw4 as well as HLA-C1 showed significantly higher CD4+ T cell counts. These associations were independent from the viral load and from individual HIV-1 protective HLA alleles. Our data suggest that group B KIR haplotypes and lack of specific inhibitory KIR ligand genes, genotypes considered to favor NK cell activation, are predictive of HIV-1 disease progression.
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Affiliation(s)
- Wim Jennes
- Department of Microbiology, Institute of Tropical Medicine, Antwerp, Belgium.
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Lazaryan A, Song W, Lobashevsky E, Tang J, Shrestha S, Zhang K, McNicholl JM, Gardner LI, Wilson CM, Klein RS, Rompalo A, Mayer K, Sobel J, Kaslow RA. The influence of human leukocyte antigen class I alleles and their population frequencies on human immunodeficiency virus type 1 control among African Americans. Hum Immunol 2011; 72:312-8. [PMID: 21262311 DOI: 10.1016/j.humimm.2011.01.003] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2010] [Revised: 12/09/2010] [Accepted: 01/13/2011] [Indexed: 11/17/2022]
Abstract
Populations of African ancestry continue to account for a disproportionate burden of the human immunodeficiency virus type 1 (HIV-1) epidemic in the United States. We investigated the effects of human leukocyte antigen (HLA) class I markers in association with virologic and immunologic control of HIV-1 infection among 338 HIV-1 subtype B-infected African Americans in 2 cohorts: Reaching for Excellence in Adolescent Care and Health (REACH) and HIV Epidemiology Research Study (HERS). One-year treatment-free interval measurements of HIV-1 RNA viral loads and CD4(+) T cells were examined both separately and combined to represent 3 categories of HIV-1 disease control (76 controllers, 169 intermediates, and 93 noncontrollers). Certain previously or newly implicated HLA class I alleles (A*32, A*36, A*74, B*14, B*1510, B*3501, B*45, B*53, B*57, Cw*04, Cw*08, Cw*12, and Cw*18) were associated with 1 or more of the endpoints in univariate analyses. After multivariable adjustments for other genetic and nongenetic risk factors of HIV-1 progression, the subset of alleles more strongly or consistently associated with HIV-1 disease control included A*32, A*74, B*14, B*45, B*53, B*57, and Cw*08. Carriage of infrequent HLA-B but not HLA-A alleles was associated with more favorable disease outcomes. Certain HLA class I associations with control of HIV-1 infection cross the boundaries of race and viral subtype, whereas others appear confined within one or the other of those boundaries.
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Merino A, Malhotra R, Morton M, Mulenga J, Allen S, Hunter E, Tang J, Kaslow RA. Impact of a functional KIR2DS4 allele on heterosexual HIV-1 transmission among discordant Zambian couples. J Infect Dis 2011; 203:487-95. [PMID: 21216870 DOI: 10.1093/infdis/jiq075] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Killer cell immunoglobulin-like receptors (KIRs) and their HLA ligands interact to regulate natural killer (NK) cell function. KIR gene content and allelic variations are reported to influence human immunodeficiency virus (HIV)-1 infection and pathogenesis. We investigated the impact of KIR genes on heterosexual HIV-1 transmission among 566 discordant couples from Lusaka, Zambia. KIR2DS4*001, the only allele of KIR2DS4 known to encode a functional activating receptor, was associated with relatively high viral load for HIV-1 in index (HIV-1 seroprevalent) partners (β [standard error (SE)], .17 [.8] log₁₀; P = .04) and with accelerated transmission of HIV-1 to cohabiting seronegative partners (relative hazard [RH], 2.00; P = .004). The latter association was independent of the direction of transmission (male-to-female or female-to-male), genital ulcers, and carriage of the putative ligand (HLA-Cw*04). No KIR-gene variant in the initially seronegative partners was associated with HIV-1 acquisition or early viral load following seroconversion. Further analysis of NK cell function should clarify the role of KIR2DS4*001 in HIV-1 transmission.
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Affiliation(s)
- Aimee Merino
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
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HLA-Bw4-B*57 and Cw*18 alleles are associated with plasma viral load modulation in HIV-1 infected individuals in Salvador, Brazil. Braz J Infect Dis 2010. [DOI: 10.1016/s1413-8670(10)70095-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Additive contribution of HLA class I alleles in the immune control of HIV-1 infection. J Virol 2010; 84:9879-88. [PMID: 20660184 DOI: 10.1128/jvi.00320-10] [Citation(s) in RCA: 135] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Previous studies have identified a central role for HLA-B alleles in influencing control of HIV infection. An alternative possibility is that a small number of HLA-B alleles may have a very strong impact on HIV disease outcome, dominating the contribution of other HLA alleles. Here, we find that even following the exclusion of subjects expressing any of the HLA-B class I alleles (B*57, B*58, and B*18) identified to have the strongest influence on control, the dominant impact of HLA-B alleles on virus set point and absolute CD4 count variation remains significant. However, we also find that the influence of HLA on HIV control in this C-clade-infected cohort from South Africa extends beyond HLA-B as HLA-Cw type remains a significant predictor of virus and CD4 count following exclusion of the strongest HLA-B associations. Furthermore, there is evidence of interdependent protective effects of the HLA-Cw*0401-B*8101, HLA-Cw*1203-B*3910, and HLA-A*7401-B*5703 haplotypes that cannot be explained solely by linkage to a protective HLA-B allele. Analysis of individuals expressing both protective and detrimental alleles shows that even the strongest HLA alleles appear to have an additive rather than dominant effect on HIV control at the individual level. Finally, weak but significant frequency-dependent effects in this cohort can be detected only by looking at an individual's combined HLA allele frequencies. Taken together, these data suggest that although individual HLA alleles, particularly HLA-B, can have a strong impact, HIV control overall is likely to be influenced by the additive effect of some or all of the other HLA alleles present.
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Abstract
HIV-1-specific antibodies can be detected in HIV-1-positive patients within weeks of primary infection. Rare cases have been reported of patients who are persistently seronegative despite evidence of HIV-1 infection. We present a retrospective review of the clinical, virologic and immunologic characteristics of 25 persistently seronegative patients whose cases have been published to date and postulate a biologic mechanism for this phenomenon.
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Tang J, Malhotra R, Song W, Brill I, Hu L, Farmer PK, Mulenga J, Allen S, Hunter E, Kaslow RA. Human leukocyte antigens and HIV type 1 viral load in early and chronic infection: predominance of evolving relationships. PLoS One 2010; 5:e9629. [PMID: 20224785 PMCID: PMC2835758 DOI: 10.1371/journal.pone.0009629] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2010] [Accepted: 02/18/2010] [Indexed: 11/18/2022] Open
Abstract
Background During untreated, chronic HIV-1 infection, plasma viral load (VL) is a relatively stable quantitative trait that has clinical and epidemiological implications. Immunogenetic research has established various human genetic factors, especially human leukocyte antigen (HLA) variants, as independent determinants of VL set-point. Methodology/Principal Findings To identify and clarify HLA alleles that are associated with either transient or durable immune control of HIV-1 infection, we evaluated the relationships of HLA class I and class II alleles with VL among 563 seroprevalent Zambians (SPs) who were seropositive at enrollment and 221 seroconverters (SCs) who became seropositive during quarterly follow-up visits. After statistical adjustments for non-genetic factors (sex and age), two unfavorable alleles (A*3601 and DRB1*0102) were independently associated with high VL in SPs (p<0.01) but not in SCs. In contrast, favorable HLA variants, mainly A*74, B*13, B*57 (or Cw*18), and one HLA-A and HLA-C combination (A*30+Cw*03), dominated in SCs; their independent associations with low VL were reflected in regression beta estimates that ranged from −0.47±0.23 to −0.92±0.32 log10 in SCs (p<0.05). Except for Cw*18, all favorable variants had diminishing or vanishing association with VL in SPs (p≤0.86). Conclusions/Significance Overall, each of the three HLA class I genes had at least one allele that might contribute to effective immune control, especially during the early course of HIV-1 infection. These observations can provide a useful framework for ongoing analyses of viral mutations induced by protective immune responses.
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Affiliation(s)
- Jianming Tang
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States of America.
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Spivak AM, Brennan TP, O'Connell KA, Sydnor E, Williams TM, Siliciano RF, Gallant JE, Blankson JN. A case of seronegative HIV-1 infection. J Infect Dis 2010; 201:341-5. [PMID: 20039801 DOI: 10.1086/649822] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
Patients infected with human immunodeficiency virus type 1 (HIV-1) typically seroconvert within weeks of primary infection. In rare cases, patients do not develop antibodies against HIV-1 despite demonstrable infection. We describe here a human leukocyte antigen (HLA)-B*5802-positive individual who presented with acquired immune deficiency syndrome despite repeatedly negative HIV-1 antibody screening test results. Phylogenetic analysis of env clones revealed little sequence diversity, and weak HIV-1-specific CD8(+) T cell responses were present to Gag epitopes. The patient seroconverted after immune reconstitution during receipt of highly active antiretroviral therapy. Lack of an antibody response to HIV-1 is rare and appears to be due to a defect in HIV-1-specific immunity rather than infection with attenuated virus.
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Affiliation(s)
- Adam M Spivak
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
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Abstract
The role of human leukocyte antigen (HLA) class I supertypes in controlling human immunodeficiency virus type 1 (HIV-1) infection in African Americans has not been established. We examined the effects of the HLA-A and HLA-B alleles and supertypes on the outcomes of HIV-1 clade B infection among 338 African American women and adolescents. HLA-B58 and -B62 supertypes (B58s and B62s) were associated with favorable HIV-1 disease control (proportional odds ratio [POR] of 0.33 and 95% confidence interval [95% CI] of 0.21 to 0.52 for the former and POR of 0.26 and 95% CI of 0.09 to 0.73 for the latter); B7s and B44s were associated with unfavorable disease control (POR of 2.39 and 95% CI of 1.54 to 3.73 for the former and POR of 1.63 and 95% CI of 1.08 to 2.47 for the latter). In general, individual alleles within specific B supertypes exerted relatively homogeneous effects. A notable exception was B27s, whose protective influence (POR, 0.58; 95% CI, 0.35 to 0.94) was masked by the opposing effect of its member allele B*1510. The associations of most B supertypes (e.g., B58s and B7s) were largely explained either by well-known effects of constituent B alleles or by effects of previously unimplicated B alleles aggregated into a particular supertype (e.g., B44s and B62s). A higher frequency of HLA-B genotypic supertypes correlated with a higher mean viral load (VL) and lower mean CD4 count (Pearson's r = 0.63 and 0.62, respectively; P = 0.03). Among the genotypic supertypes, B58s and its member allele B*57 contributed disproportionately to the explainable VL variation. The study demonstrated the dominant role of HLA-B supertypes in HIV-1 clade B-infected African Americans and further dissected the contributions of individual class I alleles and their population frequencies to the supertype effects.
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Huang X, Ling H, Mao W, Ding X, Zhou Q, Han M, Wang F, Cheng L, Xiong H. Association of HLA-A, B, DRB1 alleles and haplotypes with HIV-1 infection in Chongqing, China. BMC Infect Dis 2009; 9:201. [PMID: 20003377 PMCID: PMC2797796 DOI: 10.1186/1471-2334-9-201] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2008] [Accepted: 12/12/2009] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The human immunodeficiency virus type 1(HIV-1) epidemic in Chongqing, China, is increasing rapidly with the dominant subtype of CRF07_BC over the past 3 years. Since human leukocyte antigen (HLA) polymorphisms have shown strong association with susceptibility/resistance to HIV-1 infection from individuals with different ethnic backgrounds, a recent investigation on frequencies of HLA class I and class II alleles in a Chinese cohort also indicated that similar correlation existed in HIV infected individuals from several provinces in China, however, such information is unavailable in Chongqing, southwest China. METHODS In this population-based study, we performed polymerase chain reaction analysis with sequence-specific oligonucleotide probes (PCR-SSOP) for intermediate-low-resolution HLA typing in a cohort of 549 HIV-1 infected individuals, another 2475 healthy subjects from the Han nationality in Chongqing, China, were selected as population control. We compared frequencies of HLA-A, B, DRB1 alleles, haplotypes and genotypes between the two groups, and analyzed their association with HIV-1 susceptibility or resistance. RESULTS The genetic profile of HLA (A, B, DRB1) alleles of HIV-1 infected individuals from Chongqing Han of China was obtained. Several alleles of HLA-B such as B*46 (P = 0.001, OR = 1.38, 95%CI = 1.13-1.68), B*1501G(B62) (P = 0.013, OR = 1.42, 95%CI = 1.08-1.88), B*67 (P = 0.022, OR = 2.76, 95%CI = 1.16-6.57), B*37 (P = 0.014, OR = 1.93, 95%CI = 1.14-3.28) and B*52 (P = 0.038, OR = 1.64, 95%CI = 1.03-2.61) were observed to have association with susceptibility to HIV-1 infection in this population. In addition, the haplotype analysis revealed that A*11-B*46, A*24-B*54 and A*01-B*37 for 2-locus, and A*11-B*46-DRB1*09, A*02-B*46-DRB1*08, A*11-B*4001G-DRB1*15, A*02-B*4001G-DRB1*04, A*11-B*46-DRB1*08 and A*02-B*4001G-DRB1*12 for 3-locus had significantly overrepresented in HIV-1 infected individuals, whereas A*11-B*1502G, A*11-B*1502G-DRB1*12 and A*33-B*58-DRB1*13 were underrepresented. However, the low-resolution homozygosity of HLA-A, B, DRB1 loci and HLA-Bw4/Bw6 genotypes did not differ significantly between the two groups. CONCLUSION These results may contribute to the database of HLA profiles in HIV-1 infected Chinese population, consequently, the association of certain HLA alleles with susceptibility or resistance to HIV-1 infection would provide with clues in choosing proper preventive strategies against HIV-1 infection and developing effective HIV-1 vaccines in Chinese population, especially for those in southwest China.
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Affiliation(s)
- Xia Huang
- Department of Epidemiology, Third Military Medical University, Chongqing, PR China
- Chongqing Blood Center, Chongqing, PR China
| | - Hua Ling
- Chongqing Center for Disease Control and Prevention, Chongqing, PR China
| | - Wei Mao
- Chongqing Blood Center, Chongqing, PR China
| | - Xianbin Ding
- Chongqing Center for Disease Control and Prevention, Chongqing, PR China
| | - Quanhua Zhou
- Chongqing Center for Disease Control and Prevention, Chongqing, PR China
| | - Mei Han
- Chongqing Center for Disease Control and Prevention, Chongqing, PR China
| | - Fang Wang
- Chongqing Blood Center, Chongqing, PR China
| | - Lei Cheng
- Chongqing Blood Center, Chongqing, PR China
| | - Hongyan Xiong
- Department of Epidemiology, Third Military Medical University, Chongqing, PR China
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O'Connell KA, Xu J, Durbin AP, Apuzzo LG, Imteyaz H, Williams TM, Ray SC, Margolick JB, Siliciano RF, Blankson JN. HIV-1 evolution following transmission to an HLA-B*5801-positive patient. J Infect Dis 2009; 200:1820-4. [PMID: 19909081 DOI: 10.1086/648377] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
The human immunodeficiency virus type 1 (HIV-1)-specific immune responses of patients with the HLA-B*57/5801 alleles who spontaneously control viral replication serve as an important model for T cell-based HIV-1 vaccines. Determining the breadth of this response and the extent of virologic escape in primary infection in these patients is therefore critical. Here we document the development of mutations in 3 HLA-B*5801-restricted epitopes in gag, nef, and pol in an HLA-B*5801-positive patient who had a viral load of only 1159 copies/mL at day 167 after infection. A full genome sequence analysis was performed to determine the extent of mutations in HLA-B*5801-restricted epitopes, and longitudinal sequence data of specific genes were combined with enzyme-linked immunospot assay analysis of critical epitopes to determine the importance of escape mutations. Thus, relative control of viral replication can be maintained in spite of the rapid development of multiple escape mutations within cytotoxic T lymphocyte epitopes.
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Affiliation(s)
- Karen A O'Connell
- Department of Medicine, School of Medicine, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland 21205, USA
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Clade-specific evolution mediated by HLA-B*57/5801 in human immunodeficiency virus type 1 clade A1 p24. J Virol 2009; 83:12636-42. [PMID: 19759140 DOI: 10.1128/jvi.01236-09] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
HLA-B*57-mediated selection pressure leads to a typical escape pathway in human immunodeficiency virus type 1 (HIV-1) CD8 epitopes such as TW10. Whether this T242N pathway is shared by all clades remains unknown. We therefore assessed the nature of HLA-B*57 selection in a large, observational Kenyan cohort where clades A1 and D predominate. While T242N was ubiquitous in clade D HLA-B*57(+) subjects, this mutation was rare (15%) in clade A1. Instead, P243T and I247L were selected by clade A1-infected HLA-B*57 subjects but not by HLA-B*5801(+) subjects. Our data suggest that clade A1 consensus proline at Gag residue 243 might represent an inherent block to T242N escape in clade A1. We confirmed immunologically that P243T and I247L likely represent escape mutations. HLA-B*57 evolution also differed between clades in the KF11 and IW9 epitopes. A better understanding of clade-specific evolution is important for the development of HIV vaccines in regions with multiple clades.
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Huang X, Ling H, Feng L, Ding X, Zhou Q, Han M, Mao W, Xiong H. Human leukocyte antigen profile in HIV-1 infected individuals and AIDS patients from Chongqing, China. Microbiol Immunol 2009; 53:512-23. [DOI: 10.1111/j.1348-0421.2009.00150.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Crawford H, Lumm W, Leslie A, Schaefer M, Boeras D, Prado JG, Tang J, Farmer P, Ndung'u T, Lakhi S, Gilmour J, Goepfert P, Walker BD, Kaslow R, Mulenga J, Allen S, Goulder PJR, Hunter E. Evolution of HLA-B*5703 HIV-1 escape mutations in HLA-B*5703-positive individuals and their transmission recipients. ACTA ACUST UNITED AC 2009; 206:909-21. [PMID: 19307327 PMCID: PMC2715113 DOI: 10.1084/jem.20081984] [Citation(s) in RCA: 153] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
HLA-B*57 is the class I allele most consistently associated with control of human immunodeficiency virus (HIV) replication, which may be linked to the specific HIV peptides that this allele presents to cytotoxic T lymphocytes (CTLs), and the resulting efficacy of these cellular immune responses. In two HIV C clade–infected populations in South Africa and Zambia, we sought to elucidate the role of HLA-B*5703 in HIV disease outcome. HLA-B*5703–restricted CTL responses select for escape mutations in three Gag p24 epitopes, in a predictable order. We show that the accumulation of these mutations sequentially reduces viral replicative capacity in vitro. Despite this, in vivo data demonstrate that there is ultimately an increase in viral load concomitant with evasion of all three HLA-B*5703–restricted CTL responses. In HLA-B*5703–mismatched recipients, the previously described early benefit of transmitted HLA-B*5703–associated escape mutations is abrogated by the increase in viral load coincident with reversion. Rapid disease progression is observed in HLA-matched recipients to whom mutated virus is transmitted. These data demonstrate that, although costly escape from CTL responses can progressively attenuate the virus, high viral loads develop in the absence of adequate, continued CTL responses. These data underline the need for a CTL vaccine against multiple conserved epitopes.
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Serwanga J, Shafer LA, Pimego E, Auma B, Watera C, Rowland S, Yirrell D, Pala P, Grosskurth H, Whitworth J, Gotch F, Kaleebu P. Host HLA B*allele-associated multi-clade Gag T-cell recognition correlates with slow HIV-1 disease progression in antiretroviral therapy-naïve Ugandans. PLoS One 2009; 4:e4188. [PMID: 19142234 PMCID: PMC2617765 DOI: 10.1371/journal.pone.0004188] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2008] [Accepted: 11/17/2008] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Some HIV infected individuals remain asymptomatic for protracted periods of time in the absence of antiretroviral therapy (ART). Virological control, CD4 T cell loss and HIV-specific responses are some of the key interrelated determinants of HIV-1 disease progression. In this study, possible interactions between viral load, CD4 T cell slopes, host genetics and HIV-specific IFN-gamma responses were evaluated in chronically HIV-1-infected adults. METHODOLOGY/PRINCIPAL FINDINGS Multilevel regression modeling was used to stratify clade A or D HIV-infected individuals into disease progression groups based on CD4 T cell slopes. ELISpot assays were used to quantify the frequency and magnitude of HIV-induced IFN-gamma responses in 7 defined rapid progressors (RPs) and 14 defined slow progressors (SPs) at a single time point. HLA typing was performed using reference strand conformational analysis (RSCA). Although neither the breadth nor the magnitude of the proteome-wide HIV-specific IFN-gamma response correlated with viral load, slow disease progression was associated with over-representation of host immunogenetic protective HLA B* alleles (10 of 14 SPs compared to 0 of 7; p = 0.004, Fisher's Exact) especially B*57 and B*5801, multiclade Gag T-cell targeting (71%, 10 of 14 SPs compared to 14%, 1 of 7 RPs); p = 0.029, Fisher's Exact test and evident virological control (3.65 compared to 5.46 log10 copies/mL in SPs and RPs respectively); p<0.001, unpaired student's t-test CONCLUSIONS These data are consistent with others that associated protection from HIV disease with inherent host HLA B allele-mediated ability to induce broader Gag T-cell targeting coupled with apparent virological control. These immunogenetic features of Gag-specific immune response which could influence disease progression may provide useful insight in future HIV vaccine design.
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Affiliation(s)
- Jennifer Serwanga
- MRC/UVRI Uganda Research Unit on AIDS, c/o Uganda Virus Research Institute, Entebbe, Uganda.
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Tang J, Shao W, Yoo YJ, Brill I, Mulenga J, Allen S, Hunter E, Kaslow RA. Human leukocyte antigen class I genotypes in relation to heterosexual HIV type 1 transmission within discordant couples. THE JOURNAL OF IMMUNOLOGY 2008; 181:2626-35. [PMID: 18684953 DOI: 10.4049/jimmunol.181.4.2626] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Differences in immune control of HIV-1 infection are often attributable to the highly variable HLA class I molecules that present viral epitopes to CTL. In our immunogenetic analyses of 429 HIV-1 discordant Zambian couples (infected index partners paired with cohabiting seronegative partners), several HLA class I variants in index partners were associated with contrasting rates and incidence of HIV-1 transmission within a 12-year study period. In particular, A*3601 on the A*36-Cw*04-B*53 haplotype was the most unfavorable marker of HIV-1 transmission by index partners, while Cw*1801 (primarily on the A*30-Cw*18-B*57 haplotype) was the most favorable, irrespective of the direction of transmission (male to female or female to male) and other commonly recognized cofactors of infection, including age and GUI. The same HLA markers were further associated with contrasting viral load levels in index partners, but they had no clear impact on HIV-1 acquisition by the seronegative partners. Thus, HLA class I gene products not only mediate HIV-1 pathogenesis and evolution but also influence heterosexual HIV-1 transmission.
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Affiliation(s)
- Jianming Tang
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA.
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47
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Goulder PJR, Watkins DI. Impact of MHC class I diversity on immune control of immunodeficiency virus replication. Nat Rev Immunol 2008; 8:619-30. [PMID: 18617886 PMCID: PMC2963026 DOI: 10.1038/nri2357] [Citation(s) in RCA: 370] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
The recent failure of the T-cell-based HIV vaccine trial led by Merck & Co., Inc. prompts the urgent need to refocus on the question of which T-cell responses are required to control HIV replication. The well-described association between the expression of particular MHC class I molecules and successful containment of HIV or, in the macaque model, SIV replication provide a valuable starting point from which to evaluate more precisely what might constitute effective CD8(+) T-cell responses. Here, we review recent studies of T-cell-mediated control of HIV and SIV infection, and offer insight for the design of a successful T-cell-based HIV vaccine in the future.
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Affiliation(s)
- Philip J R Goulder
- Department of Paediatrics, Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, South Parks Road, Oxford OX1 3SY, UK.
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Rhodes SL, Erlich H, Im KA, Wang J, Li J, Bugawan T, Jeffers L, Tong X, Su X, Rosen HR, Yee LJ, Liang TJ, Yang H. Associations between the human MHC and sustained virologic response in the treatment of chronic hepatitis C virus infection. Genes Immun 2008; 9:328-33. [PMID: 18418397 DOI: 10.1038/gene.2008.21] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
The human major histocompatability complex (MHC) genes encode the human leukocyte antigens, which are important in antigen presentation and regulation of CD8+ and CD4+ T cells. Response to therapies in hepatitis C virus (HCV) infection is highly variable (30-80%) and lower response rates have been reported among African Americans (AA; approximately 30%) compared to Caucasian Americans (CA; approximately 50%) infected with genotype-1 viruses. We evaluated whether MHC gene variants were associated with response to therapy and racial differences in AA and CA sustained virologic response (SVR) rates. We genotyped alleles at 8 MHC loci: 3 class I (A, B and C) and 5 class II (DRB1, DQA1, DQB1, DPA1 and DPB1) loci in 373 individuals (179 AA and 194 CA) with genotype-1 HCV infections, who were treated with peginterferon-alpha-2a and ribavirin. We observed carriage of A(*)02 (RR=1.33(1.08-1.64); P=0.008), B(*)58 (RR=1.84(1.24-2.73); P=0.002) and DPB1(*)1701 (RR=1.57(1.09-2.26); P=0.015) to be associated with SVR after adjustment for other predictors of response. In analysis of AA and CA subgroups separately, we observed potential, though not statistically significant, differences in these MHC associations. Variation in the immunogenetic background of HCV-infected individuals might account for some observed variation in viral-specific immunity and courses of disease. In this regard, future studies examining broader patient populations are warranted.
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Affiliation(s)
- S L Rhodes
- Cedars Sinai Medical Center, Los Angeles, CA, USA
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Singh P, Kaur G, Sharma G, Mehra NK. Immunogenetic basis of HIV-1 infection, transmission and disease progression. Vaccine 2008; 26:2966-80. [PMID: 18321617 DOI: 10.1016/j.vaccine.2008.01.012] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2007] [Revised: 01/09/2008] [Accepted: 01/09/2008] [Indexed: 10/22/2022]
Abstract
Susceptibility to HIV-1 infection and rate of disease progression to AIDS are complex traits modulated by environmental and genetic factors. Studies on large AIDS cohorts and their meta-analyses have identified numerous AIDS restriction genes that regulate HIV cell entry (particularly chemokine co-receptors and their ligands), acquired and innate immunity (major histocompatibility complex (MHC), killer immunoglobulin-like receptors (KIRs), and cytokines) and others that influence outcome of HIV infection. However, vast inter-individual variability is often observed and some rare individuals like 'long-term non-progressors (LTNPs) or exposed uninfected' (EUs) appear to be protected due to natural resistance. A better understanding of genetic basis of such a 'natural resistance' to infection would bear important implications in designing therapeutic vaccine designs. The genetic variants that could limit AIDS vary in different populations. We have studied genetic variations in the MHC, cytokines and CCR2-CCR5 loci in the Asian-Indian HIV-infected population and compared with other global populations.
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Affiliation(s)
- Paras Singh
- Department of Transplant Immunology and Immunogenetics, All India Institute of Medical Sciences, Ansari Nagar, New Delhi 110029, India
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Ngumbela K, Day C, Mncube Z, Nair K, Ramduth D, Thobakgale C, Moodley E, Reddy S, de Pierres C, Mkhwanazi N, Bishop K, van der Stok M, Ismail N, Honeyborne I, Crawford H, Kavanagh D, Rousseau C, Nickle D, Mullins J, Heckerman D, Korber B, Coovadia H, Kiepiela P, Goulder P, Walker B. Targeting of a CD8 T cell env epitope presented by HLA-B*5802 is associated with markers of HIV disease progression and lack of selection pressure. AIDS Res Hum Retroviruses 2008; 24:72-82. [PMID: 18275350 DOI: 10.1089/aid.2007.0124] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
In HIV-infected persons, certain HLA class I alleles are associated with effective control of viremia, while others are associated with rapid disease progression. Among the most divergent clinical outcomes are the relatively good prognosis in HLA-B*5801 expressing persons and poor prognosis with HLA-B*5802. These two alleles differ by only three amino acids in regions involved in HLA-peptide recognition. This study evaluated a cohort of over 1000 persons with chronic HIV clade C virus infection to determine whether clinical outcome differences associated with B*5801 (n = 93) and B*5802 ( n = 259) expression are associated with differences in HIV-1-specific CD8 (+) T cell responses. The overall breadth and magnitude of HIV-1-specific CD8(+) T cell responses were lower in persons expressing B*5802, and epitope presentation by B*5802 contributed significantly less to the overall response as compared to B*5801-restricted CD8 (+) T cells. Moreover, viral load in B*5802-positive persons was higher and CD4 cell counts lower when this allele contributed to the overall CD8 (+) T cell response, which was detected exclusively through a single epitope in Env. In addition, persons heterozygous for B*5802 compared to persons homozygous for other HLA-B alleles had significantly higher viral loads. Viral sequencing revealed strong selection pressure mediated through B*5801-restricted responses but not through B*5802. These data indicate that minor differences in HLA sequence can have a major impact on epitope recognition, and that selective targeting of Env through HLA-B*5802 is at least ineffectual if not actively adverse in the containment of viremia. These results provide experimental evidence that not all epitope-specific responses contribute to immune containment, a better understanding of which is essential to shed light on mechanisms involved in HIV disease progression.
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Affiliation(s)
- K.C. Ngumbela
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - C.L. Day
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
- Partners AIDS Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02115
| | - Z. Mncube
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - K. Nair
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - D. Ramduth
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - C. Thobakgale
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - E. Moodley
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - S. Reddy
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - C. de Pierres
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - N. Mkhwanazi
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - K. Bishop
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - M. van der Stok
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - N. Ismail
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - I. Honeyborne
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
- Department of Paediatrics, Nuffield Department of Medicine, Oxford OX1 3SY, UK
| | - H. Crawford
- Department of Paediatrics, Nuffield Department of Medicine, Oxford OX1 3SY, UK
| | - D.G. Kavanagh
- Partners AIDS Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02115
| | - C. Rousseau
- Department of Microbiology, University of Washington, Seattle, Washington 98195
| | - D. Nickle
- Department of Microbiology, University of Washington, Seattle, Washington 98195
| | - J. Mullins
- Department of Microbiology, University of Washington, Seattle, Washington 98195
| | - D. Heckerman
- Machine Learning and Applied Statistics Group, Microsoft Research, Redmond, Washington 98052
| | - B. Korber
- Los Alamos National Laboratory, Los Alamos, New Mexico 87545
- Santa Fe Institute, Santa Fe, New Mexico 87501
| | - H. Coovadia
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - P. Kiepiela
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
| | - P.J.R. Goulder
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
- Partners AIDS Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02115
- Department of Paediatrics, Nuffield Department of Medicine, Oxford OX1 3SY, UK
| | - B.D. Walker
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu Natal, Durban 4013, South Africa
- Partners AIDS Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02115
- Howard Hughes Medical Institute, Chevy Chase, Maryland 20185
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