Integrating bioinformatics and machine learning to elucidate the role of protein glycosylation-related genes in the pathogenesis of diabetic kidney disease

• Ziyang Liu,

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

  Affiliations Department of Nephrology, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, Henan, China, Department of Nephrology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Key Laboratory for Kidney Disease and Immunology, Henan Provincial People’s Hospital, Zhengzhou University People’s Hospital, Zhengzhou, Henan, China

  https://orcid.org/0000-0003-2469-4759

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• Zengyuan Qin,

  Roles Formal analysis, Validation, Visualization

  Affiliations Department of Nephrology, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, Henan, China, Department of Nephrology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Key Laboratory for Kidney Disease and Immunology, Henan Provincial People’s Hospital, Zhengzhou University People’s Hospital, Zhengzhou, Henan, China

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• Wenxin Bai,

  Roles Data curation, Validation

  Affiliations Department of Nephrology, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, Henan, China, Department of Nephrology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Key Laboratory for Kidney Disease and Immunology, Henan Provincial People’s Hospital, Zhengzhou University People’s Hospital, Zhengzhou, Henan, China

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• Shasha Wang,

  Roles Validation

  Affiliations Department of Nephrology, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, Henan, China, Department of Nephrology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Key Laboratory for Kidney Disease and Immunology, Henan Provincial People’s Hospital, Zhengzhou University People’s Hospital, Zhengzhou, Henan, China

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• Chunling Huang,

  Roles Formal analysis

  Affiliations Department of Nephrology, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, Henan, China, Department of Nephrology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Key Laboratory for Kidney Disease and Immunology, Henan Provincial People’s Hospital, Zhengzhou University People’s Hospital, Zhengzhou, Henan, China

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• Na Li,

  Roles Methodology

  Affiliations Department of Nephrology, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, Henan, China, Department of Nephrology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Key Laboratory for Kidney Disease and Immunology, Henan Provincial People’s Hospital, Zhengzhou University People’s Hospital, Zhengzhou, Henan, China

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• Lei Yan,

  Roles Project administration

  Affiliations Department of Nephrology, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, Henan, China, Department of Nephrology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Key Laboratory for Kidney Disease and Immunology, Henan Provincial People’s Hospital, Zhengzhou University People’s Hospital, Zhengzhou, Henan, China

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• Yue Gu ,

  Roles Conceptualization, Funding acquisition, Supervision

  * E-mail: fengminshao@126.com (FS); guyuesunny@163.com (YG)

  Affiliations Department of Nephrology, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, Henan, China, Department of Nephrology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Key Laboratory for Kidney Disease and Immunology, Henan Provincial People’s Hospital, Zhengzhou University People’s Hospital, Zhengzhou, Henan, China

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• Fengmin Shao

  Roles Conceptualization, Funding acquisition, Supervision

  * E-mail: fengminshao@126.com (FS); guyuesunny@163.com (YG)

  Affiliations Department of Nephrology, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, Henan, China, Department of Nephrology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Key Laboratory for Kidney Disease and Immunology, Henan Provincial People’s Hospital, Zhengzhou University People’s Hospital, Zhengzhou, Henan, China

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