mRNAsi-related metabolic risk score model identifies poor prognosis, immunoevasive contexture, and low chemotherapy response in colorectal cancer patients through machine learning

• Meilin Weng,
• Meilin Weng,
• Ting Li,
• Ting Li,
• Jing Zhao,
• Miaomiao Guo,
• Miaomiao Guo,
• Wenling Zhao,
• Wenling Zhao,
• Wenchao Gu,
• Wenchao Gu,
• Caihong Sun,
• Caihong Sun,
• Ying Yue,
• Ying Yue,
• Ziwen Zhong,
• Ziwen Zhong,
• Ke Nan,
• Ke Nan,
• Qingwu Liao,
• Qingwu Liao,
• Minli Sun,
• Minli Sun,
• Di Zhou,
• Di Zhou,
• Changhong Miao,
• Changhong Miao

Affiliations

Meilin Weng

Department of Anesthesiology, Zhongshan hospital, Fudan University, Shanghai, China

Meilin Weng

Shanghai Key Laboratory of Perioperative Stress and Protection, Zhongshan hospital, Fudan University, Shanghai, China

Ting Li

Department of Anesthesiology, Zhongshan hospital, Fudan University, Shanghai, China

Ting Li

Shanghai Key Laboratory of Perioperative Stress and Protection, Zhongshan hospital, Fudan University, Shanghai, China

Jing Zhao

Department of Pathology, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China

Miaomiao Guo

Department of Anesthesiology, Zhongshan hospital, Fudan University, Shanghai, China

Miaomiao Guo

Shanghai Key Laboratory of Perioperative Stress and Protection, Zhongshan hospital, Fudan University, Shanghai, China

Wenling Zhao

Department of Anesthesiology, Zhongshan hospital, Fudan University, Shanghai, China

Wenling Zhao

Shanghai Key Laboratory of Perioperative Stress and Protection, Zhongshan hospital, Fudan University, Shanghai, China

Wenchao Gu

Department of Diagnostic and Interventional Radiology, University of Tsukuba, Ibaraki, Japan

Wenchao Gu

Department of Diagnostic Radiology and Nuclear Medicine, Gunma University Graduate School of Medicine, Maebashi, Japan

Caihong Sun

Department of Anesthesiology, Zhongshan hospital, Fudan University, Shanghai, China

Caihong Sun

Shanghai Key Laboratory of Perioperative Stress and Protection, Zhongshan hospital, Fudan University, Shanghai, China

Ying Yue

Department of Anesthesiology, Zhongshan hospital, Fudan University, Shanghai, China

Ying Yue

Shanghai Key Laboratory of Perioperative Stress and Protection, Zhongshan hospital, Fudan University, Shanghai, China

Ziwen Zhong

Department of Anesthesiology, Zhongshan hospital, Fudan University, Shanghai, China

Ziwen Zhong

Shanghai Key Laboratory of Perioperative Stress and Protection, Zhongshan hospital, Fudan University, Shanghai, China

Ke Nan

Department of Anesthesiology, Zhongshan hospital, Fudan University, Shanghai, China

Ke Nan

Shanghai Key Laboratory of Perioperative Stress and Protection, Zhongshan hospital, Fudan University, Shanghai, China

Qingwu Liao

Department of Anesthesiology, Zhongshan hospital, Fudan University, Shanghai, China

Qingwu Liao

Shanghai Key Laboratory of Perioperative Stress and Protection, Zhongshan hospital, Fudan University, Shanghai, China

Minli Sun

Department of Anesthesiology, Zhongshan hospital, Fudan University, Shanghai, China

Minli Sun

Shanghai Key Laboratory of Perioperative Stress and Protection, Zhongshan hospital, Fudan University, Shanghai, China

Di Zhou

Department of Anesthesiology, Zhongshan hospital, Fudan University, Shanghai, China

Di Zhou

Shanghai Key Laboratory of Perioperative Stress and Protection, Zhongshan hospital, Fudan University, Shanghai, China

Changhong Miao

Department of Anesthesiology, Zhongshan hospital, Fudan University, Shanghai, China

Changhong Miao

Shanghai Key Laboratory of Perioperative Stress and Protection, Zhongshan hospital, Fudan University, Shanghai, China