Understanding heterogeneous tumor microenvironment in metastatic melanoma

• Yiyi Yan ,

  Contributed equally to this work with: Yiyi Yan, Alexey A. Leontovich

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

  Affiliation Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota, United States of America

  http://orcid.org/0000-0002-9238-4325

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• Alexey A. Leontovich ,

  Contributed equally to this work with: Yiyi Yan, Alexey A. Leontovich

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

  Affiliation Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States of America

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• Michael J. Gerdes,

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

  Affiliation Diagnostics, Imaging and Biomedical Technologies, GE Global Research Center, Niskayuna, New York, United States of America

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• Keyur Desai,

  Roles Data curation, Formal analysis

  Current address: Translational Medicine, Bristol-Myers Squibb, Pennington, New Jersey, United States of America

  Affiliation Diagnostics, Imaging and Biomedical Technologies, GE Global Research Center, Niskayuna, New York, United States of America

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• Jinhong Dong,

  Roles Formal analysis, Investigation, Visualization

  Affiliation Clinical Immunology and Immunotherapeutics, Mayo Clinic, Rochester, Minnesota, United States of America

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• Anup Sood,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Visualization, Writing – review & editing

  Affiliation Diagnostics, Imaging and Biomedical Technologies, GE Global Research Center, Niskayuna, New York, United States of America

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• Alberto Santamaria-Pang,

  Roles Data curation, Formal analysis, Methodology, Software

  Affiliation Diagnostics, Imaging and Biomedical Technologies, GE Global Research Center, Niskayuna, New York, United States of America

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• Aaron S. Mansfield,

  Roles Resources, Writing – review & editing

  Affiliation Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota, United States of America

  http://orcid.org/0000-0002-9483-6903

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• Chrystal Chadwick,

  Roles Data curation, Formal analysis

  Affiliation Diagnostics, Imaging and Biomedical Technologies, GE Global Research Center, Niskayuna, New York, United States of America

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• Rong Zhang,

  Roles Data curation, Formal analysis

  Affiliation Diagnostics, Imaging and Biomedical Technologies, GE Global Research Center, Niskayuna, New York, United States of America

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• Wendy K. Nevala,

  Roles Data curation, Formal analysis

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

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• Thomas J. Flotte,

  Roles Data curation, Formal analysis, Resources, Validation, Visualization, Writing – review & editing

  Affiliation Division of Anatomic Pathology and Division of Dermatopathology and Cutaneous Immunopathology, Mayo Clinic, Rochester, Minnesota, United States of America

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• Fiona Ginty,

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

  Affiliation Diagnostics, Imaging and Biomedical Technologies, GE Global Research Center, Niskayuna, New York, United States of America

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• Svetomir N. Markovic

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

  * E-mail: markovic.svetomir@mayo.edu

  Affiliation Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota, United States of America

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