Systematic screening of viral and human genetic variation identifies antiretroviral resistance and immune escape link.


Journal

eLife
ISSN: 2050-084X
Titre abrégé: Elife
Pays: England
ID NLM: 101579614

Informations de publication

Date de publication:
01 06 2021
Historique:
received: 09 02 2021
accepted: 18 05 2021
entrez: 1 6 2021
pubmed: 2 6 2021
medline: 21 10 2021
Statut: epublish

Résumé

Considering the remaining threat of drug-resistantmutations (DRMs) to antiretroviral treatment (ART) efficacy, we investigated how the selective pressure of human leukocyte antigen (HLA)-restricted cytotoxic T lymphocytes drives certain DRMs' emergence and retention. We systematically screened DRM:HLA class I allele combinations in 3997 ART-naïve Swiss HIV Cohort Study (SHCS) patients. For each pair, a logistic regression model preliminarily tested for an association with the DRM as the outcome. The three HLA:DRM pairs remaining after multiple testing adjustment were analyzed in three ways: cross-sectional logistic regression models to determine any HLA/infection time interaction, survival analyses to examine if HLA type correlated with developing specific DRMs, and via NetMHCpan to find epitope binding evidence of immune escape. Only one pair, RT-E138:HLA-B18, exhibited a significant interaction between infection duration and HLA. The survival analyses predicted two pairs with an increased hazard of developing DRMs: RT-E138:HLA-B18 and RT-V179:HLA-B35. RT-E138:HLA-B18 exhibited the greatest significance in both analyses (interaction term odds ratio [OR] 1.169 [95% confidence interval (CI) 1.075-1.273]; p-value<0.001; survival hazard ratio 12.211 [95% CI 3.523-42.318]; p-value<0.001). The same two pairs were also predicted by netMHCpan to have epitopic binding. We identified DRM:HLA pairs where HLA presence is associated with the presence or emergence of the DRM, indicating that the selective pressure for these mutations alternates direction depending on the presence of these HLA alleles. Funded by the Swiss National Science Foundation within the framework of the SHCS, and the University of Zurich, University Research Priority Program: Evolution in Action: From Genomes Ecosystems, in Switzerland.

Sections du résumé

Background
Considering the remaining threat of drug-resistantmutations (DRMs) to antiretroviral treatment (ART) efficacy, we investigated how the selective pressure of human leukocyte antigen (HLA)-restricted cytotoxic T lymphocytes drives certain DRMs' emergence and retention.
Methods
We systematically screened DRM:HLA class I allele combinations in 3997 ART-naïve Swiss HIV Cohort Study (SHCS) patients. For each pair, a logistic regression model preliminarily tested for an association with the DRM as the outcome. The three HLA:DRM pairs remaining after multiple testing adjustment were analyzed in three ways: cross-sectional logistic regression models to determine any HLA/infection time interaction, survival analyses to examine if HLA type correlated with developing specific DRMs, and via NetMHCpan to find epitope binding evidence of immune escape.
Results
Only one pair, RT-E138:HLA-B18, exhibited a significant interaction between infection duration and HLA. The survival analyses predicted two pairs with an increased hazard of developing DRMs: RT-E138:HLA-B18 and RT-V179:HLA-B35. RT-E138:HLA-B18 exhibited the greatest significance in both analyses (interaction term odds ratio [OR] 1.169 [95% confidence interval (CI) 1.075-1.273]; p-value<0.001; survival hazard ratio 12.211 [95% CI 3.523-42.318]; p-value<0.001). The same two pairs were also predicted by netMHCpan to have epitopic binding.
Conclusions
We identified DRM:HLA pairs where HLA presence is associated with the presence or emergence of the DRM, indicating that the selective pressure for these mutations alternates direction depending on the presence of these HLA alleles.
Funding
Funded by the Swiss National Science Foundation within the framework of the SHCS, and the University of Zurich, University Research Priority Program: Evolution in Action: From Genomes Ecosystems, in Switzerland.

Identifiants

pubmed: 34061023
doi: 10.7554/eLife.67388
pii: 67388
pmc: PMC8169104
doi:
pii:

Substances chimiques

Anti-Retroviral Agents 0
HLA Antigens 0

Types de publication

Journal Article Multicenter Study Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Informations de copyright

© 2021, Nguyen et al.

Déclaration de conflit d'intérêts

HN, CT, JF, JB, SY, MP, HH, KK, MT, MB, CK, RK No competing interests declared, MC has received research and travel grants for his institution from ViiV and Gilead. EB has received fees for his institution for participation to advisory board from MSD, Gilead Sciences, ViiV Healthcare, Abbvie and Janssen. HG HFG has received unrestricted research grants from Gilead Sciences and Roche; fees for data and safety monitoring board membership from Merck; consulting/advisory board membership fees from Gilead Sciences, Sandoz and Mepha; and travel reimbursement from Gilead.

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Auteurs

Huyen Nguyen (H)

Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
Institute of Medical Virology, Swiss National Center for Retroviruses, University of Zurich, Zurich, Switzerland.

Christian Wandell Thorball (CW)

School of Life Sciences, École Polytechnique, Fédérale de Lausanne, Switzerland.
Precision Medicine Unit, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.

Jacques Fellay (J)

School of Life Sciences, École Polytechnique, Fédérale de Lausanne, Switzerland.
Precision Medicine Unit, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.

Jürg Böni (J)

Institute of Medical Virology, Swiss National Center for Retroviruses, University of Zurich, Zurich, Switzerland.

Sabine Yerly (S)

Laboratory of Virology, Geneva University Hospital, University of Geneva, Geneva, Switzerland.

Matthieu Perreau (M)

Division of Immunology and Allergy, University Hospital Lausanne, University of Lausanne, Lausanne, Switzerland.

Hans H Hirsch (HH)

Transplantation & Clinical Virology, Department of Biomedicine, University of Basel, Basel, Switzerland.
Infectious Diseases and Hospital Epidemiology, Department of Medicine, University Hospital Basel, Basel, Switzerland.
Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland.

Katharina Kusejko (K)

Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
Institute of Medical Virology, Swiss National Center for Retroviruses, University of Zurich, Zurich, Switzerland.

Maria Christine Thurnheer (MC)

University Clinic of Infectious Diseases, University Hospital of Bern, University of Bern, Bern, Switzerland.

Manuel Battegay (M)

Infectious Diseases and Hospital Epidemiology, Department of Medicine, University Hospital Basel, Basel, Switzerland.

Matthias Cavassini (M)

Department of Infectious Diseases, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland.

Christian R Kahlert (CR)

Division of Infectious Diseases and Hospital Epidemiology, Kantonsspital St. Gallen, St. Gallen, Switzerland.

Enos Bernasconi (E)

Division of Infectious Diseases, Regional Hospital, Lugano, Switzerland.

Huldrych F Günthard (HF)

Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
Institute of Medical Virology, Swiss National Center for Retroviruses, University of Zurich, Zurich, Switzerland.

Roger D Kouyos (RD)

Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
Institute of Medical Virology, Swiss National Center for Retroviruses, University of Zurich, Zurich, Switzerland.

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