Identification of potential biomarkers for osteoporosis and chronic kidney disease through bioinformatics and machine learning algorithm

• Hao Tang ,

  Roles Formal analysis, Software, Visualization, Writing – original draft, Writing – review & editing

  ¶☯ These authors contributed to the work equally and should be regarded as co-first authors.

  Affiliation Department of Orthopaedic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China

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• Kai Hu ,

  Roles Formal analysis, Software, Writing – original draft, Writing – review & editing

  ¶☯ These authors contributed to the work equally and should be regarded as co-first authors.

  Affiliation Basic School of Medicine, Naval Medical University, Shanghai, China

  ⨯
• Yuankang He ,

  Roles Visualization

  ¶☯ These authors contributed to the work equally and should be regarded as co-first authors.

  Affiliation Department of Orthopaedic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China

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• Zihao Zhang ,

  Roles Data curation

  ¶☯ These authors contributed to the work equally and should be regarded as co-first authors.

  Affiliation Department of Orthopaedic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China

  ⨯
• Bingcheng Liu,

  Roles Methodology

  Affiliation Department of Orthopaedic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China

  ⨯
• Xiao Ma ,

  Roles Writing – original draft, Writing – review & editing

  * E-mail: yetianwenvip@126.com (TY), kugrdmx@163.com (XM)

  Affiliation Department of Orthopaedic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China

  ⨯
• Tianwen Ye

  Roles Conceptualization, Methodology, Project administration

  * E-mail: yetianwenvip@126.com (TY), kugrdmx@163.com (XM)

  Affiliation Department of Orthopaedic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China

  https://orcid.org/0000-0002-2495-7590

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