Immunophenotypic changes in the tumor and tumor microenvironment during progression to multiple myeloma

• Isabelle Bergiers ,

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

  ¶‡ IB and MCK share joint first authorship on this work. TC and JC are share senior authorship on this work.

  Affiliation Johnson & Johnson, Beerse, Belgium

  https://orcid.org/0000-0001-9622-7960

  ⨯
• Murat Cem Köse ,

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

  ¶‡ IB and MCK share joint first authorship on this work. TC and JC are share senior authorship on this work.

  Affiliation Department of Hematology, CHU of Liège, Liège, Belgium

  https://orcid.org/0009-0002-9352-9909

  ⨯
• Sheri Skerget,

  Roles Data curation, Formal analysis, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation Johnson & Johnson, Spring House, Spring House, Pennsylvania, United States of America

  ⨯
• Milan Malfait,

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

  Affiliation Department of Applied Mathematics, Computer Science and Statistics, University of Ghent, Ghent, Belgium

  https://orcid.org/0000-0001-9144-3701

  ⨯
• Nele Fourneau,

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

  Affiliation Johnson & Johnson, Beerse, Belgium

  https://orcid.org/0009-0000-9329-0649

  ⨯
• Jenna-Claire Ellis,

  Roles Investigation, Writing – review & editing

  Affiliation Johnson & Johnson, Beerse, Belgium

  https://orcid.org/0009-0009-5914-9188

  ⨯
• Greet Vanhoof,

  Roles Formal analysis, Investigation, Writing – review & editing

  Affiliation Johnson & Johnson, Beerse, Belgium

  ⨯
• Tina Smets,

  Roles Formal analysis, Investigation, Writing – review & editing

  Affiliation Johnson & Johnson, Beerse, Belgium

  ⨯
• Bie Verbist,

  Roles Supervision, Writing – review & editing

  Affiliation Johnson & Johnson, Beerse, Belgium

  ⨯
• Dries De Maeyer,

  Roles Methodology, Software, Writing – review & editing

  Affiliation Johnson & Johnson, Beerse, Belgium

  https://orcid.org/0000-0002-1314-3348

  ⨯
• Jeroen Van Houdt,

  Roles Conceptualization, Funding acquisition, Investigation, Resources, Supervision, Writing – review & editing

  Affiliation Johnson & Johnson, Beerse, Belgium

  ⨯
• Koen Van der Borght,

  Roles Writing – review & editing

  Affiliation Johnson & Johnson, Beerse, Belgium

  ⨯
• Raluca Verona,

  Roles Project administration, Writing – review & editing

  Affiliation Johnson & Johnson, Spring House, Spring House, Pennsylvania, United States of America

  ⨯
• Bradley Heidrich,

  Roles Writing – review & editing

  Affiliation Johnson & Johnson, Spring House, Spring House, Pennsylvania, United States of America

  ⨯
• William Kurth,

  Roles Resources, Writing – review & editing

  Affiliation Department of Orthopedic Surgery, CHU de Liège, Liège, Belgium

  ⨯
• Michel Delforge,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation University Hospital Leuven, Leuven, Belgium

  ⨯
• Nathalie Meuleman,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Department of Hematology, Institut Jules Bordet, Hôpital Universitaire de Bruxelles, Université Libre de Bruxelles, Brussels, Belgium

  ⨯
• Jan Van Droogenbroeck,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Department of Haematology, AZ Sint-Jan Brugge-Oostende AV, Brugge, Belgium

  ⨯
• Philip Vlummens,

  Roles Investigation, Resources, Writing – review & editing

  Affiliation Department of Clinical Hematology, Ghent University Hospital, Ghent, Belgium

  ⨯
• Christoph J. Heuck,

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

  Affiliation Johnson & Johnson, Spring House, Spring House, Pennsylvania, United States of America

  ⨯
• Yves Beguin,

  Roles Resources, Writing – review & editing

  Affiliation Department of Hematology, CHU of Liège, Liège, Belgium

  ⨯
• Nizar Bahlis,

  Roles Writing – review & editing

  Affiliation Department of Hematology and Oncology, University of Calgary, Calgary, Alberta, Canada

  https://orcid.org/0000-0001-7353-7034

  ⨯
• Tineke Casneuf ,

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

  ¶‡ IB and MCK share joint first authorship on this work. TC and JC are share senior authorship on this work.

  Affiliation Johnson & Johnson, Beerse, Belgium

  ⨯
•  [ ... ],
• Jo Caers

  Roles Investigation, Resources, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: jo.caers@chu.ulg.ac.be

  ¶‡ IB and MCK share joint first authorship on this work. TC and JC are share senior authorship on this work.

  Affiliation Department of Hematology, CHU of Liège, Liège, Belgium

  https://orcid.org/0000-0002-3175-1195

  ⨯
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