PLoS ONE (Jan 2020)

Tumor-infiltrating immune cells in hepatocellular carcinoma: Tregs is correlated with poor overall survival.

  • SiZhe Yu,
  • Yu Wang,
  • Jia Hou,
  • WenYuan Li,
  • Xiao Wang,
  • LuoChengLing Xiang,
  • DeLi Tan,
  • WenJuan Wang,
  • LiLi Jiang,
  • Francois X Claret,
  • Min Jiao,
  • Hui Guo

DOI
https://doi.org/10.1371/journal.pone.0231003
Journal volume & issue
Vol. 15, no. 4
p. e0231003

Abstract

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Systematic interrogation of tumor-infiltrating immune cells (TIICs) is key to the prediction of clinical outcome and development of immunotherapies. However, little is known about the TIICs of hepatocellular carcinoma (HCC) and its impact on the prognosis of patients and potential for immunotherapy. We applied CIBERSORT of 1090 tumors to infer the infiltration of 22 subsets of TIICs using gene expression data. Unsupervised clustering analysis by 22 TIICs revealed 4 clusters of tumors, mainly defined by macrophages and T cells, with distinct prognosis and associations with immune checkpoint molecules, including PD-1, CD274, CTLA-4, LAG-3 and IFNG. We found tumors with decreased number of M1 macrophages or increased regulatory T cells were associated with poor prognosis. Based on the multivariate Cox analysis, a nomogram was also established for clinical application. In conclusion, composition of the TIICs in HCC was quite different, which is an important determinant of prognosis with great potential to identify candidates for immunotherapy.