Refining biomarker-based clustering of cardiovascular inflammatory phenotypes in HIV using Recursive Feature Addition: A comparative evaluation approach

• Rachel Mac Cann ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: rachel.maccann@ucdconnect.ie

  Affiliations School of Medicine, University College Dublin, Belfield, Dublin, Ireland, Department of Infectious Diseases, St Vincent’s University Hospital, Elm Park, Dublin, Ireland, Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin, Ireland

  https://orcid.org/0000-0002-5187-4002

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• Dana Alalwan,

  Roles Data curation, Methodology

  Affiliation Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin, Ireland

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• Gurvin Saini,

  Roles Methodology, Project administration

  Affiliation Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin, Ireland

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• Alejandro Abner Garcia Leon,

  Roles Data curation, Methodology, Project administration

  Affiliation Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin, Ireland

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• Neeltje A. Kootstra,

  Roles Methodology, Writing – review & editing

  Affiliations Amsterdam Institute for Immunology and Infectious Diseases, Amsterdam, The Netherlands, Department of Experimental Immunology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands

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• Padraig McGettrick,

  Roles Funding acquisition, Methodology, Writing – review & editing

  Affiliations School of Medicine, University College Dublin, Belfield, Dublin, Ireland, Department of Infectious Diseases, Mater Misericordiae University Hospital, Dublin, Ireland

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• Aoife G Cotter,

  Roles Methodology, Supervision, Writing – review & editing

  Affiliations School of Medicine, University College Dublin, Belfield, Dublin, Ireland, Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin, Ireland, Department of Infectious Diseases, Mater Misericordiae University Hospital, Dublin, Ireland

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• Alan Winston,

  Roles Funding acquisition, Methodology, Writing – review & editing

  Affiliation Department of Infectious Disease, Imperial College London, London, United Kingdom

  https://orcid.org/0000-0002-5847-8416

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• Peter Reiss,

  Roles Funding acquisition, Methodology, Supervision, Writing – review & editing

  Affiliations Amsterdam Institute for Immunology and Infectious Diseases, Amsterdam, The Netherlands, Amsterdam UMC location University of Amsterdam, Global Health, Amsterdam, The Netherlands, Amsterdam Institute for Global Health and Development, Amsterdam, The Netherlands

  https://orcid.org/0000-0001-7896-6428

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• Caroline Sabin,

  Roles Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliation Institute for Global Health, University College London, London, United Kingdom

  https://orcid.org/0000-0001-5173-2760

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• Patrick W. Mallon,

  Roles Formal analysis, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliations School of Medicine, University College Dublin, Belfield, Dublin, Ireland, Department of Infectious Diseases, St Vincent’s University Hospital, Elm Park, Dublin, Ireland, Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin, Ireland

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• on behalf of the UPBEAT-CAD, AIID and COBRA cohorts

  ¶Membership of the UPBEAT-CAD, AIID and COBRA cohort working groups is provided in Supporting Information file S1 Text.

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