Prediction of severity and subtype of fibrosing disease using model informed by inflammation and extracellular matrix gene index

• Amin M. Cheikhi ,

  Contributed equally to this work with: Amin M. Cheikhi, Zariel I. Johnson

  Roles Formal analysis, Methodology, Visualization, Writing – review & editing

  Affiliation McGowan Institute for Regenerative Medicine, Pittsburgh, PA, United States of America

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• Zariel I. Johnson ,

  Contributed equally to this work with: Amin M. Cheikhi, Zariel I. Johnson

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation McGowan Institute for Regenerative Medicine, Pittsburgh, PA, United States of America

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• Dana R. Julian,

  Roles Methodology, Project administration, Visualization, Writing – review & editing

  Affiliations McGowan Institute for Regenerative Medicine, Pittsburgh, PA, United States of America, Department of Health Promotion and Development, University of Pittsburgh School of Nursing, Pittsburgh, PA, United States of America

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• Sarah Wheeler,

  Roles Data curation, Formal analysis, Methodology, Writing – review & editing

  Affiliation Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America

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• Carol Feghali-Bostwick,

  Roles Methodology, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Rheumatology & Immunology, Medical University of South Carolina, Charleston, SC, United States of America

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• Yvette P. Conley,

  Roles Conceptualization, Data curation, Methodology, Supervision, Writing – original draft

  Affiliation McGowan Institute for Regenerative Medicine, Pittsburgh, PA, United States of America

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• James Lyons-Weiler,

  Roles Conceptualization, Data curation, Formal analysis, Writing – original draft

  Affiliation Genomic and Proteomic Core Laboratories, University of Pittsburgh, Pittsburgh, PA, United States of America

  https://orcid.org/0000-0001-9343-7508

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• Cecelia C. Yates

  Roles Conceptualization, Methodology, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: cey4@pitt.edu

  Affiliations McGowan Institute for Regenerative Medicine, Pittsburgh, PA, United States of America, Department of Health Promotion and Development, University of Pittsburgh School of Nursing, Pittsburgh, PA, United States of America, Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America

  https://orcid.org/0000-0002-8240-7773

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