Nature Communications (Jul 2020)

Machine learning of serum metabolic patterns encodes early-stage lung adenocarcinoma

  • Lin Huang,
  • Lin Wang,
  • Xiaomeng Hu,
  • Sen Chen,
  • Yunwen Tao,
  • Haiyang Su,
  • Jing Yang,
  • Wei Xu,
  • Vadanasundari Vedarethinam,
  • Shu Wu,
  • Bin Liu,
  • Xinze Wan,
  • Jiatao Lou,
  • Qian Wang,
  • Kun Qian

DOI
https://doi.org/10.1038/s41467-020-17347-6
Journal volume & issue
Vol. 11, no. 1
pp. 1 – 11

Abstract

Read online

Early diagnosis significantly improves the probability of successful cancer therapy. Here, the authors develop a technique to analyse serum metabolites and define a biomarker panel for early-stage lung adenocarcinoma diagnosis.