Identification of ferroptosis-related molecular clusters and genes for diabetic osteoporosis based on the machine learning.

Wang, Xingkai; Meng, Lei; Zhang, Juewei; Zhao, Zitong; Zou, Linxuan; Jia, Zhuqiang; Han, Xin; Zhao, Lin; Song, Mingzhi; Zong, Junwei; Wang, Shouyu; Qu, Xueling; Lu, Ming

Wang, Xingkai; Meng, Lei; Zhang, Juewei; Zhao, Zitong; Zou, Linxuan; Jia, Zhuqiang; Han, Xin; Zhao, Lin; Song, Mingzhi; Zong, Junwei; Wang, Shouyu; Qu, Xueling; Lu, Ming.

Afiliação

Wang X; Department of Trauma and Tissue Repair Surgery, Dalian Municipal Central Hospital, Dalian, China.
Meng L; Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.
Zhang J; Department of Surgery, The First Affiliated Hospital of Nanhua Medical University, Hengyang, China.
Zhao Z; Health Inspection and Quarantine, College of Medical Laboratory, Dalian Medical University, Dalian, China.
Zou L; International Department, Beijing No.80 High School, Beijing, China.
Jia Z; Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.
Han X; Department of Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.
Zhao L; Department of Surgery, Naqu People's Hospital, Tibet, China.
Song M; Department of Surgery, Naqu People's Hospital, Tibet, China.
Zong J; Department of Orthopaedic Surgery, The Second Affiliated Hospital of Dalian Medical University, Dalian, China.
Wang S; Department of Quality Management, Dalian Municipal Central Hospital, Dalian, China.
Qu X; Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.
Lu M; Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.

Front Endocrinol (Lausanne) ; 14: 1189513, 2023.

Article em En | MEDLINE | ID: mdl-37645416

Assuntos

Diabetes Mellitus; Ferroptose; Osteoporose; Humanos; Ferroptose/genética; Algoritmos; Morte Celular; Aprendizado de Máquina; Osteoporose/genética

Palavras-chave

diabetic osteoporosis; ferroptosis; machine learning; molecular clusters; prediction model

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Osteoporose / Diabetes Mellitus / Ferroptose Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Front Endocrinol (Lausanne) Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China País de publicação: Suíça

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