RWD-derived response in multiple myeloma

• Tao Xu ,

  Contributed equally to this work with: Tao Xu, James Roose, Mellissa Williamson, Ahmed Sawas, Wan-Jen Hong, Huan Jin, Kathleen Maignan, Alberto Rocci, Kasra Yousefi, Shaji Kumar, Stefka Tyanova

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

  Affiliations F. Hoffmann-La Roche Ltd, Basel, Switzerland, Genentech, Inc., South San Francisco, California, United States of America

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• James Roose ,

  Contributed equally to this work with: Tao Xu, James Roose, Mellissa Williamson, Ahmed Sawas, Wan-Jen Hong, Huan Jin, Kathleen Maignan, Alberto Rocci, Kasra Yousefi, Shaji Kumar, Stefka Tyanova

  Roles Conceptualization, Methodology, Validation, Visualization, Writing – review & editing

  Affiliation Flatiron Health, Inc., New York, New York, United States of America

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• Mellissa Williamson ,

  Contributed equally to this work with: Tao Xu, James Roose, Mellissa Williamson, Ahmed Sawas, Wan-Jen Hong, Huan Jin, Kathleen Maignan, Alberto Rocci, Kasra Yousefi, Shaji Kumar, Stefka Tyanova

  Roles Conceptualization, Data curation, Investigation, Methodology, Validation, Visualization, Writing – review & editing

  Affiliation Genentech, Inc., South San Francisco, California, United States of America

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• Ahmed Sawas ,

  Contributed equally to this work with: Tao Xu, James Roose, Mellissa Williamson, Ahmed Sawas, Wan-Jen Hong, Huan Jin, Kathleen Maignan, Alberto Rocci, Kasra Yousefi, Shaji Kumar, Stefka Tyanova

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

  Affiliation Flatiron Health, Inc., New York, New York, United States of America

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• Wan-Jen Hong ,

  Contributed equally to this work with: Tao Xu, James Roose, Mellissa Williamson, Ahmed Sawas, Wan-Jen Hong, Huan Jin, Kathleen Maignan, Alberto Rocci, Kasra Yousefi, Shaji Kumar, Stefka Tyanova

  Roles Validation, Visualization, Writing – review & editing

  Affiliation Genentech, Inc., South San Francisco, California, United States of America

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• Huan Jin ,

  Contributed equally to this work with: Tao Xu, James Roose, Mellissa Williamson, Ahmed Sawas, Wan-Jen Hong, Huan Jin, Kathleen Maignan, Alberto Rocci, Kasra Yousefi, Shaji Kumar, Stefka Tyanova

  Roles Data curation, Investigation, Validation, Visualization, Writing – review & editing

  Affiliation Genentech, Inc., South San Francisco, California, United States of America

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• Kathleen Maignan ,

  Contributed equally to this work with: Tao Xu, James Roose, Mellissa Williamson, Ahmed Sawas, Wan-Jen Hong, Huan Jin, Kathleen Maignan, Alberto Rocci, Kasra Yousefi, Shaji Kumar, Stefka Tyanova

  Roles Conceptualization, Methodology, Validation, Visualization, Writing – review & editing

  Affiliation F. Hoffmann-La Roche Ltd, Basel, Switzerland

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• Alberto Rocci ,

  Contributed equally to this work with: Tao Xu, James Roose, Mellissa Williamson, Ahmed Sawas, Wan-Jen Hong, Huan Jin, Kathleen Maignan, Alberto Rocci, Kasra Yousefi, Shaji Kumar, Stefka Tyanova

  Roles Conceptualization, Methodology, Validation, Visualization, Writing – review & editing

  Affiliation F. Hoffmann-La Roche Ltd, Basel, Switzerland

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• Kasra Yousefi ,

  Contributed equally to this work with: Tao Xu, James Roose, Mellissa Williamson, Ahmed Sawas, Wan-Jen Hong, Huan Jin, Kathleen Maignan, Alberto Rocci, Kasra Yousefi, Shaji Kumar, Stefka Tyanova

  Roles Validation, Visualization, Writing – review & editing

  Affiliation F. Hoffmann-La Roche Ltd, Basel, Switzerland

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• Shaji Kumar ,

  Contributed equally to this work with: Tao Xu, James Roose, Mellissa Williamson, Ahmed Sawas, Wan-Jen Hong, Huan Jin, Kathleen Maignan, Alberto Rocci, Kasra Yousefi, Shaji Kumar, Stefka Tyanova

  Roles Validation, Visualization, Writing – review & editing

  * E-mail: Kumar.Shaji@mayo.edu (SK); styanova@altoslabs.com (ST)

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

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• Stefka Tyanova

  Contributed equally to this work with: Tao Xu, James Roose, Mellissa Williamson, Ahmed Sawas, Wan-Jen Hong, Huan Jin, Kathleen Maignan, Alberto Rocci, Kasra Yousefi, Shaji Kumar, Stefka Tyanova

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

  * E-mail: Kumar.Shaji@mayo.edu (SK); styanova@altoslabs.com (ST)

  Affiliations F. Hoffmann-La Roche Ltd, Basel, Switzerland, Genentech, Inc., South San Francisco, California, United States of America

  https://orcid.org/0000-0002-1974-5876

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