Multiplexed cytokine profiling identifies diagnostic signatures for latent tuberculosis and reactivation risk stratification

• Krista Meserve,

  Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Chemistry, University of Michigan, Ann Arbor, Michigan, United States of America

  https://orcid.org/0000-0002-9398-9158

  ⨯
• Cole A. Chapman,

  Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Chemistry, University of Michigan, Ann Arbor, Michigan, United States of America

  ⨯
• Mingrui Xu,

  Roles Data curation, Formal analysis, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Statistics, University of Illinois Urbana-Champaign, Champaign, Illinois, United States of America

  ⨯
• Haowen Zhou,

  Roles Data curation, Formal analysis, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Statistics, University of Virginia, Charlottesville, Virginia, United States of America

  ⨯
• Heather M. Robison,

  Roles Investigation, Methodology, Resources

  Affiliation Department of Chemistry, University of Michigan, Ann Arbor, Michigan, United States of America

  ⨯
• Heather R. Hilgart,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Department of Laboratory Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
• Pedro P. Arias-Sanchez,

  Roles Investigation, Resources, Visualization, Writing – review & editing

  Affiliation Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
• Balaji Pathakumari,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
• Manik R. Reddy,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Department of Chemistry, University of Michigan, Ann Arbor, Michigan, United States of America

  https://orcid.org/0009-0000-0741-0916

  ⨯
• Kale A. Daniel,

  Roles Investigation, Resources

  Affiliation Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
• Thomas M. Cox,

  Roles Investigation, Resources

  Affiliation Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
• Courtney L. Erskine,

  Roles Investigation, Resources

  Affiliation Department of Immunology, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
• Paige K. Marty,

  Roles Investigation, Resources

  Affiliation Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
• Mounika Vadiyala,

  Roles Investigation, Resources

  Affiliation Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
• Snigdha Karnakoti,

  Roles Investigation, Resources

  Affiliation Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
• Virginia Van Keulen,

  Roles Investigation, Resources, Writing – review & editing

  Affiliations Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, United States of America, Department of Immunology, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
• Elitza Theel,

  Roles Supervision

  Affiliation Department of Laboratory Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
• Tobias Peikert,

  Roles Supervision

  Affiliation Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
• Colleen Bushell,

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

  Affiliation National Center for Supercomputing Applications, University of Illinois Urbana-Champaign, Urbana, Illinois, United States of America

  ⨯
• Michael Welge,

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

  Affiliation National Center for Supercomputing Applications, University of Illinois Urbana-Champaign, Urbana, Illinois, United States of America

  ⨯
• Rafael Laniado-Laborin ,

  Contributed equally to this work with: Rafael Laniado-Laborin, Ruoqing Zhu, Patricio Escalante, Ryan C. Bailey

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

  Affiliation Clinica y Laboratorio de Tuberculosis, Facultad de Medicina y Psicologia, Hospital General Tijuana, Universidad Autonoma de Baja California, ISESALUD, Tijuana, Baja California, Mexico

  https://orcid.org/0000-0003-2246-3412

  ⨯
• Ruoqing Zhu ,

  Contributed equally to this work with: Rafael Laniado-Laborin, Ruoqing Zhu, Patricio Escalante, Ryan C. Bailey

  Roles Formal analysis, Funding acquisition, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Statistics, University of Illinois Urbana-Champaign, Champaign, Illinois, United States of America

  ⨯
• Patricio Escalante ,

  Contributed equally to this work with: Rafael Laniado-Laborin, Ruoqing Zhu, Patricio Escalante, Ryan C. Bailey

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

  Affiliation Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

  ⨯
•  [ ... ],
• Ryan C. Bailey

  Contributed equally to this work with: Rafael Laniado-Laborin, Ruoqing Zhu, Patricio Escalante, Ryan C. Bailey

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: ryancb@umich.edu

  Affiliation Department of Chemistry, University of Michigan, Ann Arbor, Michigan, United States of America

  https://orcid.org/0000-0003-1021-4267

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