Discovery and Preclinical Validation of Salivary Transcriptomic and Proteomic Biomarkers for the Non-Invasive Detection of Breast Cancer

• Lei Zhang ,

  Contributed equally to this work with: Lei Zhang, Hua Xiao, Scott Karlan, Hui Zhou

  * E-mail: leizhang@ucla.edu (LZ); dtww@ucla.edu (DTW)

  Affiliation School of Dentistry and Dental Research Institute, University of California Los Angeles, Los Angeles, California, United States of America

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• Hua Xiao ,

  Contributed equally to this work with: Lei Zhang, Hua Xiao, Scott Karlan, Hui Zhou

  Affiliation School of Dentistry and Dental Research Institute, University of California Los Angeles, Los Angeles, California, United States of America

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• Scott Karlan ,

  Contributed equally to this work with: Lei Zhang, Hua Xiao, Scott Karlan, Hui Zhou

  Affiliation Saul and Joyce Brandman Breast Center, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Hui Zhou ,

  Contributed equally to this work with: Lei Zhang, Hua Xiao, Scott Karlan, Hui Zhou

  Affiliation School of Dentistry and Dental Research Institute, University of California Los Angeles, Los Angeles, California, United States of America

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• Jenny Gross,

  Affiliation Women's Cancer Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• David Elashoff,

  Affiliation Department of Biostatistics, School of Public Health, University of California Los Angeles, Los Angeles, California, United States of America

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• David Akin,

  Affiliation School of Dentistry and Dental Research Institute, University of California Los Angeles, Los Angeles, California, United States of America

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• Xinmin Yan,

  Affiliation School of Dentistry and Dental Research Institute, University of California Los Angeles, Los Angeles, California, United States of America

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• David Chia,

  Affiliation Department of Pathology and Laboratory Medicine, Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, California, United States of America

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• Beth Karlan,

  Affiliation Women's Cancer Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• David T. Wong

  * E-mail: leizhang@ucla.edu (LZ); dtww@ucla.edu (DTW)

  Affiliations School of Dentistry and Dental Research Institute, University of California Los Angeles, Los Angeles, California, United States of America, Division of Hematology and Oncology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, United States of America, Division of Head and Neck Surgery/Otolaryngology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, United States of America, Henry Samueli School of Engineering and Applied Science, University of California Los Angeles, Los Angeles, California, United States of America, Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, California, United States of America

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