1
|
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: 0.7] [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.
Collapse
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
| |
Collapse
|
2
|
Price MA, Rida W, Kilembe W, Karita E, Inambao M, Ruzagira E, Kamali A, Sanders EJ, Anzala O, Hunter E, Allen S, Edward VA, Wall KM, Tang J, Fast PE, Kaleebu P, Lakhi S, Mutua G, Bekker LG, Abu-Baker G, Tichacek A, Chetty P, Latka MH, Maenetje P, Makkan H, Kibengo F, Priddy F, Gilmour J. Control of the HIV-1 Load Varies by Viral Subtype in a Large Cohort of African Adults With Incident HIV-1 Infection. J Infect Dis 2020; 220:432-441. [PMID: 30938435 PMCID: PMC6603968 DOI: 10.1093/infdis/jiz127] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Accepted: 03/22/2019] [Indexed: 12/14/2022] Open
Abstract
Few human immunodeficiency virus (HIV)–infected persons can maintain low viral levels without therapeutic intervention. We evaluate predictors of spontaneous control of the viral load (hereafter, “viral control”) in a prospective cohort of African adults shortly after HIV infection. Viral control was defined as ≥2 consecutively measured viral loads (VLs) of ≤10 000 copies/mL after the estimated date of infection, followed by at least 4 subsequent measurements for which the VL in at least 75% was ≤10 000 copies/mL in the absence of ART. Multivariable logistic regression characterized predictors of viral control. Of 590 eligible volunteers, 107 (18.1%) experienced viral control, of whom 25 (4.2%) maintained a VL of 51–2000 copies/mL, and 5 (0.8%) sustained a VL of ≤50 copies/mL. The median ART-free follow-up time was 3.3 years (range, 0.3–9.7 years). Factors independently associated with control were HIV-1 subtype A (reference, subtype C; adjusted odds ratio [aOR], 2.1 [95% confidence interval {CI}, 1.3–3.5]), female sex (reference, male sex; aOR, 1.8 [95% CI, 1.1–2.8]), and having HLA class I variant allele B*57 (reference, not having this allele; aOR, 1.9 [95% CI, 1.0–3.6]) in a multivariable model that also controlled for age at the time of infection and baseline CD4+ T-cell count. We observed strong associations between infecting HIV-1 subtype, HLA type, and sex on viral control in this cohort. HIV-1 subtype is important to consider when testing and designing new therapeutic and prevention technologies, including vaccines.
Collapse
Affiliation(s)
- Matt A Price
- International AIDS Vaccine Initiative, New York, New York.,Department of Epidemiology and Biostatistics, University of California-San Francisco
| | | | - William Kilembe
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda
| | - Etienne Karita
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda
| | - Mubiana Inambao
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda
| | | | - Anatoli Kamali
- International AIDS Vaccine Initiative, New York, New York
| | - Eduard J Sanders
- Kenyan Medical Research Institute-Wellcome Trust, Kilifi, Nairobi, Kenya.,Nuffield Department of Clinical Medicine, Centre for Clinical Vaccinology and Tropical Medicine, University of Oxford, Headington, London, United Kingdom
| | - Omu Anzala
- KAVI Institute of Clinical Research, Nairobi, Kenya
| | - Eric Hunter
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda.,Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia
| | - Susan Allen
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda.,Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia
| | - Vinodh A Edward
- Department of Environmental Health Sciences, Yale School of Public Health, New Haven, Connecticut.,The Aurum Institute, South Africa.,School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, South Africa.,Advancing Care and Treatment for TB/HIV, South African Medical Research Council, Johannesburg, South Africa
| | - Kristin M Wall
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda.,Department of Epidemiology, Emory University, Atlanta, Georgia
| | - Jianming Tang
- Department of Medicine, University of Alabama-Birmingham
| | | | | | - Shabir Lakhi
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda
| | | | | | | | - Amanda Tichacek
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda.,Department of Epidemiology, Emory University, Atlanta, Georgia
| | - Paramesh Chetty
- International AIDS Vaccine Initiative, New York, New York.,International AIDS Vaccine Initiative Human Immunology Laboratory, London, United Kingdom
| | | | | | | | | | - Fran Priddy
- International AIDS Vaccine Initiative, New York, New York
| | - Jill Gilmour
- International AIDS Vaccine Initiative Human Immunology Laboratory, London, United Kingdom
| |
Collapse
|
3
|
Leelawiwat W, Pattanasin S, Sriporn A, Wasinrapee P, Kongpechsatit O, Mueanpai F, Tongtoyai J, Holtz TH, Curlin ME. Association between HIV genotype, viral load and disease progression in a cohort of Thai men who have sex with men with estimated dates of HIV infection. PLoS One 2018; 13:e0201386. [PMID: 30063722 PMCID: PMC6067726 DOI: 10.1371/journal.pone.0201386] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 07/13/2018] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Differences between HIV genotypes may affect HIV disease progression. We examined infecting HIV genotypes and their association with disease progression in a cohort of men who have sex with men with incident HIV infection in Bangkok, Thailand. METHODS We characterized the viral genotype of 189 new HIV infections among MSM identified between 2006-2014 using hybridization and sequencing. Plasma viral load (PVL) was determined by PCR, and CD4+ T-cell counts were measured by flow cytometry. We used Generalized Estimating Equations to examine factors associated with changes in CD4+ T-cell counts. Factors associated with immunologic failure were analyzed using Cox proportional hazard models. RESULTS Among 189 MSM, 84% were infected with CRF01_AE, 11% with recombinant B/CRF01_AE and 5% with subtype B. CD4+ T-cell decline rates were 68, 65, and 46 cells/μL/year for CRF01_AE, recombinants, and subtype B, respectively, and were not significantly different between HIV subtypes. CD4+ T-cell decline rate was significantly associated with baseline PVL and CD4+ T-cell counts (p <0.001). Progression to immunologic failure was associated with baseline CD4+ T-cell ≤ 500 cells/μL (AHR 1.97; 95% CI 1.14-3.40, p = 0.015) and PVL > 50,000 copies/ml (AHR 2.03; 1.14-3.63, p = 0.017). There was no difference in time to immunologic failure between HIV subtypes. CONCLUSION Among HIV-infected Thai MSM, low baseline CD4+ T-cell and high PVL are associated with rapid progression. In this cohort, no significant difference in CD4+ T-cell decline rate or time to immunologic failure was seen between CRF01_AE and other infecting HIV subtypes.
Collapse
Affiliation(s)
- Wanna Leelawiwat
- Thailand Ministry of Public Health–U.S. Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
- * E-mail:
| | - Sarika Pattanasin
- Thailand Ministry of Public Health–U.S. Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Anuwat Sriporn
- Thailand Ministry of Public Health–U.S. Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Punneeporn Wasinrapee
- Thailand Ministry of Public Health–U.S. Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Oranuch Kongpechsatit
- Thailand Ministry of Public Health–U.S. Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Famui Mueanpai
- Thailand Ministry of Public Health–U.S. Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Jaray Tongtoyai
- Thailand Ministry of Public Health–U.S. Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Timothy H. Holtz
- Thailand Ministry of Public Health–U.S. Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Marcel E. Curlin
- Thailand Ministry of Public Health–U.S. Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| |
Collapse
|
4
|
KIR3DL1 alleles and their epistatic interactions with human leukocyte antigen class I influence resistance and susceptibility to HIV-1 acquisition in the Pumwani sex worker cohort. AIDS 2018; 32:841-850. [PMID: 29280757 DOI: 10.1097/qad.0000000000001735] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To determine the associations of KIR3DL1/S1(3DL1/S1) and its epistatic interactions with human leukocyte antigen class I (HLA-I) alleles with resistance and susceptibility to HIV-1. DESIGN Despite repeated exposure to HIV-1, a subset of women enrolled in the Pumwani sex worker cohort remain HIV uninfected. Previous studies have shown that specific HLA class I and II alleles were associated with this natural immunity. In this study, we investigated the association of 3DL1/S1 and its epistatic interactions with HLA-I, with resistance or susceptibility to HIV-1 acquisition. METHODS We used a sequence-based typing method to genotype 3DL1/S1 of 641 women in this cohort. The association of 3DL1/S1 and its epistatic interactions with HLA-I were analyzed using SPSS statistics software. RESULTS 3DL1041 is enriched in the HIV-1-resistant women [P = 0.009, Pc = 0.0468, odds ratio (OR): 3.359, 95% confidence interval (CI): 1.39-8.32], whereas, 3DL1020 was associated with susceptibility to HIV-1 infection before correction for multiple comparisons (P = 0.029, Pc = 0.0858, OR: 0.316, 95%CI: 0.10-1.04). Epistatic interactions between several 3DL1 alleles and specific HLA-I alleles were observed. Among them the cocarriage of 3DL1041 with Bw4 (P = 1E - 05, Pc = 0.0015, OR: 13.33, 95%CI: 3.43-51.9), or Bw6 (P = 0.008, Pc = 0.272, OR: 3.92, 95%CI: 1.51-10.17), increased the odds of remaining HIV-1 uninfected. Further, 3DL1041+/Bw4+ women who entered the cohort HIV negative remained uninfected (P = 0.032, Pc = 0.0858). Cocarriage of 3DL101501 with C02 : 10 (P = 2.73E - 07, Pc = 7.0954E - 06), B15 : 03 (P = 3.21E - 04, Pc = 0.0042), A24 supertype (P = 8.89E - 04, Pc = 0.0077), or A23 : 01 (P = 0.0036, Pc = 0.0236) was associated with increased susceptibility to seroconversion. CONCLUSION The effects of interactions between 3DL1 and HLA-I alleles on resistance/susceptibility to HIV-1 infection suggest that innate immunity plays an important role in HIV-1 acquisition and should be studied and explored for HIV prevention.
Collapse
|
5
|
Testi M, Battarra M, Lucarelli G, Isgro A, Morrone A, Akinyanju O, Wakama T, Nunes JM, Andreani M, Sanchez-Mazas A. HLA-A-B-C-DRB1-DQB1 phased haplotypes in 124 Nigerian families indicate extreme HLA diversity and low linkage disequilibrium in Central-West Africa. ACTA ACUST UNITED AC 2015; 86:285-92. [DOI: 10.1111/tan.12642] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2014] [Revised: 06/18/2015] [Accepted: 07/20/2015] [Indexed: 12/01/2022]
Affiliation(s)
- M. Testi
- Laboratory of Immunogenetics and Transplant Biology, IME Foundation; Policlinic of the University of Tor Vergata; Rome Italy
| | - M. Battarra
- Laboratory of Immunogenetics and Transplant Biology, IME Foundation; Policlinic of the University of Tor Vergata; Rome Italy
| | - G. Lucarelli
- International Center for Transplantation in Thalassemia and Sickle Cell Anemia, IME Foundation; Policlinic of the University of Tor Vergata; Rome Italy
| | - A. Isgro
- International Center for Transplantation in Thalassemia and Sickle Cell Anemia, IME Foundation; Policlinic of the University of Tor Vergata; Rome Italy
| | - A. Morrone
- International Center for Transplantation in Thalassemia and Sickle Cell Anemia, IME Foundation; Policlinic of the University of Tor Vergata; Rome Italy
| | | | | | - J. M. Nunes
- Laboratory of Anthropology, Genetics and Peopling History, Department of Genetics and Evolution-Anthropology Unit; University of Geneva; Geneva Switzerland
| | - M. Andreani
- Laboratory of Immunogenetics and Transplant Biology, IME Foundation; Policlinic of the University of Tor Vergata; Rome Italy
| | - A. Sanchez-Mazas
- Laboratory of Anthropology, Genetics and Peopling History, Department of Genetics and Evolution-Anthropology Unit; University of Geneva; Geneva Switzerland
| |
Collapse
|
6
|
Luo M, Embree J, Ramdahin S, Bielawny T, Laycock T, Tuff J, Haber D, Plummer M, Plummer FA. HLA Class II Antigens and Their Interactive Effect on Perinatal Mother-To-Child HIV-1 Transmission. PLoS One 2015; 10:e0126068. [PMID: 25945792 PMCID: PMC4422511 DOI: 10.1371/journal.pone.0126068] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Accepted: 03/28/2015] [Indexed: 02/02/2023] Open
Abstract
HLA class II antigens are central in initiating antigen-specific CD4+ T cell responses to HIV-1. Specific alleles have been associated with differential responses to HIV-1 infection and disease among adults. This study aims to determine the influence of HLA class II genes and their interactive effect on mother-child perinatal transmission in a drug naïve, Mother-Child HIV transmission cohort established in Kenya, Africa in 1986. Our study showed that DRB concordance between mother and child increased risk of perinatal HIV transmission by three fold (P = 0.00035/Pc = 0.0014, OR: 3.09, 95%CI, 1.64-5.83). Whereas, DPA1, DPB1 and DQB1 concordance between mother and child had no significant influence on perinatal HIV transmission. In addition, stratified analysis showed that DRB1*15:03+ phenotype (mother or child) significantly increases the risk of perinatal HIV-1 transmission. Without DRB1*15:03, DRB1 discordance between mother and child provided 5 fold protection (P = 0.00008, OR: 0.186, 95%CI: 0.081-0.427). However, the protective effect of DRB discordance was diminished if either the mother or the child was DRB1*15:03+ phenotype (P = 0.49-0.98, OR: 0.7-0.99, 95%CI: 0.246-2.956). DRB3+ children were less likely to be infected perinatally (P = 0.0006, Pc = 0.014; OR:0.343, 95%CI:0.183-0.642). However, there is a 4 fold increase in risk of being infected at birth if DRB3+ children were born to DRB1*15:03+ mother compared to those with DRB1*15:03- mother. Our study showed that DRB concordance/discordance, DRB1*15:03, children’s DRB3 phenotype and their interactions play an important role in perinatal HIV transmission. Identification of genetic factors associated with protection or increased risk in perinatal transmission will help develop alternative prevention and treatment methods in the event of increases in drug resistance of ARV.
Collapse
Affiliation(s)
- Ma Luo
- Department of Medical Microbiology, University of Manitoba, Winnipeg, Manitoba, Canada
- National Microbiology Laboratory, Winnipeg, Manitoba, Canada
- * E-mail:
| | - Joanne Embree
- Department of Medical Microbiology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Suzie Ramdahin
- Department of Medical Microbiology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Thomas Bielawny
- National Microbiology Laboratory, Winnipeg, Manitoba, Canada
| | - Tyler Laycock
- Department of Medical Microbiology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Jeffrey Tuff
- National Microbiology Laboratory, Winnipeg, Manitoba, Canada
| | - Darren Haber
- Department of Medical Microbiology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Mariel Plummer
- Department of Medical Microbiology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Francis A. Plummer
- Department of Medical Microbiology, University of Manitoba, Winnipeg, Manitoba, Canada
- National Microbiology Laboratory, Winnipeg, Manitoba, Canada
| |
Collapse
|