A proteomic clock for malignant gliomas: The role of the environment in tumorigenesis at the presymptomatic stage

• Le Zheng ,

  Contributed equally to this work with: Le Zheng, Yan Zhang, Shiying Hao

  Roles Formal analysis, Methodology, Software, Writing – original draft

  Affiliations Department of Cardiothoracic Surgery, Stanford University, Stanford, California, United States of America, Clinical and Translational Research Program, Betty Irene Moore Children's Heart Center, Lucile Packard Children’s Hospital, Palo Alto, California, United States of America

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• Yan Zhang ,

  Contributed equally to this work with: Le Zheng, Yan Zhang, Shiying Hao

  Roles Formal analysis, Writing – review & editing

  Affiliation Department of Oncology, the First Hospital of Shijiazhuang, Shijiazhuang, Hebei, China

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• Shiying Hao ,

  Contributed equally to this work with: Le Zheng, Yan Zhang, Shiying Hao

  Roles Formal analysis, Writing – review & editing

  Affiliations Department of Cardiothoracic Surgery, Stanford University, Stanford, California, United States of America, Clinical and Translational Research Program, Betty Irene Moore Children's Heart Center, Lucile Packard Children’s Hospital, Palo Alto, California, United States of America

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• Lin Chen,

  Roles Formal analysis, Writing – review & editing

  Affiliation Department of Surgery, Stanford University School of Medicine, Stanford, California, United States of America

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• Zhen Sun,

  Roles Formal analysis, Writing – review & editing

  Affiliation Department of Surgery, Stanford University School of Medicine, Stanford, California, United States of America

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• Chi Yan,

  Roles Formal analysis, Writing – review & editing

  Affiliation Department of Surgery, Stanford University School of Medicine, Stanford, California, United States of America

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• John C. Whitin,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Pediatrics, Stanford University School of Medicine, Stanford, California, United States of America

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• Taichang Jang,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Neurology and Neurological Science, Stanford University School of Medicine, Stanford, California, United States of America

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• Milton Merchant,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Neurology and Neurological Science, Stanford University School of Medicine, Stanford, California, United States of America

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• Doff B. McElhinney,

  Roles Writing – review & editing

  Affiliations Department of Cardiothoracic Surgery, Stanford University, Stanford, California, United States of America, Clinical and Translational Research Program, Betty Irene Moore Children's Heart Center, Lucile Packard Children’s Hospital, Palo Alto, California, United States of America

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• Karl G. Sylvester,

  Roles Writing – review & editing

  Affiliation Department of Surgery, Stanford University School of Medicine, Stanford, California, United States of America

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• Harvey J. Cohen,

  Roles Conceptualization, Writing – review & editing

  Affiliation Department of Pediatrics, Stanford University School of Medicine, Stanford, California, United States of America

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• Lawrence Recht,

  Roles Conceptualization, Writing – review & editing

  Affiliation Department of Neurology and Neurological Science, Stanford University School of Medicine, Stanford, California, United States of America

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• Xiaoming Yao,

  Roles Writing – review & editing

  Affiliations Clinical and Translational Research Program, Betty Irene Moore Children's Heart Center, Lucile Packard Children’s Hospital, Palo Alto, California, United States of America, Department of Surgery, Stanford University School of Medicine, Stanford, California, United States of America

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• Xuefeng B. Ling

  Roles Conceptualization, Writing – original draft

  * E-mail: bxling@stanford.edu

  Affiliations Clinical and Translational Research Program, Betty Irene Moore Children's Heart Center, Lucile Packard Children’s Hospital, Palo Alto, California, United States of America, Department of Surgery, Stanford University School of Medicine, Stanford, California, United States of America

  http://orcid.org/0000-0002-5386-3884

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