Deciphering cell type-specific causal genetic effects on brain imaging-derived phenotypes and disorders with single-cell Mendelian randomization

• Anyi Yang ,

  Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft

  ¶☯ These authors contributed equally to the study

  Affiliation Department of Neurology, Zhongshan Hospital and Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China

  https://orcid.org/0000-0002-6275-6095

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• Xingzhong Zhao ,

  Roles Data curation, Investigation, Methodology, Visualization, Writing – original draft

  ¶☯ These authors contributed equally to the study

  Affiliation Department of Neurology, Zhongshan Hospital and Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China

  https://orcid.org/0000-0002-7508-0856

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• Xing-Ming Zhao ,

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

  * E-mail: yangyy@fudan.edu.cn (YTY); xmzhao@fudan.edu.cn (X-MZ)

  Affiliations Department of Neurology, Zhongshan Hospital and Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China, College of Biomedical Engineering, Fudan University, Shanghai, China, Department of Cardiovascular Medicine, RuiJin Hospital Lu Wan Branch, Shanghai Jiaotong University School of Medicine, Shanghai, China, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, Huzhou, Zhejiang, China, State Key Laboratory of Brain Function and Disorders, Institutes of Brain Science, Fudan University, Shanghai, China, MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China

  https://orcid.org/0000-0002-4531-3970

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• Yucheng T. Yang

  Roles Conceptualization, Funding acquisition, Methodology, Supervision, Validation, Writing – review & editing

  * E-mail: yangyy@fudan.edu.cn (YTY); xmzhao@fudan.edu.cn (X-MZ)

  Affiliations College of Biomedical Engineering, Fudan University, Shanghai, China, Department of Cardiovascular Medicine, RuiJin Hospital Lu Wan Branch, Shanghai Jiaotong University School of Medicine, Shanghai, China, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, Huzhou, Zhejiang, China, MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China

  https://orcid.org/0000-0002-6873-5279

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