Identification of diagnostic markers and lipid dysregulation in oesophageal squamous cell carcinoma through lipidomic analysis and machine learning.

Yuyao YuanZitong ZhaoLiyan XueGuangxi WangHuajie SongRuifang PangJuntuo ZhouJianyuan Luo Yongmei Song Yuxin Yin

Published in: British journal of cancer (2021)

We have identified a panel of 12 lipid biomarkers for diagnostic modelling and potential mechanisms of lipid dysregulation in the serum of ESCC patients. This is a reliable, rapid and non-invasive tumour-diagnostic approach for clinical application.

Keyphrases

squamous cell carcinoma
machine learning
fatty acid
end stage renal disease
ejection fraction
newly diagnosed
prognostic factors
artificial intelligence
radiation therapy
lymph node metastasis
risk assessment
patient reported