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Identification and Validation of Tumor Stromal Immunotype in Patients With Hepatocellular Carcinoma
- Source :
- Frontiers in Oncology, Vol 9 (2019), Frontiers in Oncology
- Publication Year :
- 2019
- Publisher :
- Frontiers Media S.A., 2019.
-
Abstract
- Background: The immune landscape of hepatocellular carcinoma (HCC) is heterogeneous. This study aims to develop the immune type which could improve predictive value of HCC survival. Methods: A total of 208 HCC patients in the testing cohort, 112 patients in the validation cohort and 365 HCC patients in the TCGA database were included in this study. Immune features were assessed by immunohistochemical staining or CIBERSORT method. We constructed prognostic classifiers by LASSO COX analyses in the TCGA cohort, which identified five features out of the 22 types of immune cells. Results: The formulas based on the immunohistochemical staining are as follows: ISOS = 0.648* Macrophagestromal + 0.444*Neutrophilsstromal + 0.218*Tregsstromal - 0.703*Memory T cellsstromal; ISDFS = 0.285*B cellsstromal + 0.494*Neutrophilsstromal + 0.431*Tregsstromal - 0.736*Memory T cellsstromal. We classified HCC patients into immune type A subgroup (IS-A) and type B subgroup (IS-B) based on immune scores. The immune type was an independent prognostic indicator for disease-free survival (DFS) and overall survival (OS) in both testing and validation cohorts. Two nomograms (for OS and DFS) that integrated the immune type and clinicopathologic risk factors also showed good predictive accuracy and discriminatory power. IS-A group was correlated with higher immune checkpoint molecule expression. In addition, patients with IS-A and IS-B had distinct mutation signature. Conclusion: The immune types could predict survival and recurrence of HCC effectively. In addition, the immunosuppressive pathways and mutation signature are distinct between two immune types.
- Subjects :
- 0301 basic medicine
Oncology
Cancer Research
medicine.medical_specialty
Stromal cell
lcsh:RC254-282
03 medical and health sciences
0302 clinical medicine
Immune system
Internal medicine
medicine
In patient
LASSO COX
Original Research
business.industry
stromal immunotype
hepatocellular carcinoma
Nomogram
TCGA
medicine.disease
lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Immune checkpoint
030104 developmental biology
030220 oncology & carcinogenesis
Hepatocellular carcinoma
Cohort
Immunohistochemistry
prognosis
business
Subjects
Details
- Language :
- English
- Volume :
- 9
- Database :
- OpenAIRE
- Journal :
- Frontiers in Oncology
- Accession number :
- edsair.doi.dedup.....36bff70d59d4e0547dd40e13013c3664
- Full Text :
- https://doi.org/10.3389/fonc.2019.00664/full