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A Novel Immune Classification Reveals Distinct Immune Escape Mechanism and Genomic Alterations: Implications for Immunotherapy in Hepatocellular Carcinoma
- Source :
- Journal of Translational Medicine, Journal of Translational Medicine, Vol 19, Iss 1, Pp 1-17 (2021)
- Publication Year :
- 2020
- Publisher :
- Research Square Platform LLC, 2020.
-
Abstract
- Background The tumor immunological microenvironment (TIME) has a prominent impact on prognosis and immunotherapy. However, the heterogeneous TIME and the mechanisms by which TIME affects immunotherapy have not been elucidated in hepatocellular carcinoma (HCC). Methods A total of 2195 eligible HCC patients from TCGA and GEO database were collected. We comprehensively explored the different heterogeneous TIME phenotypes and its clinical significance. The potential immune escape mechanisms and what genomic alterations may drive the formation of different phenotypes were further investigated. Results We identified three phenotypes in HCC: TIME-1, the “immune-deficiency” phenotype, with immune cell depletion and proliferation; TIME-2, the “immune-suppressed” phenotype, with enrichment of immunosuppressive cells; TIME-3, the “immune-activated phenotype”, with abundant leukocytes infiltration and immune activation. The prognosis and sensitivity to both sorafenib and immunotherapy differed among the three phenotypes. We also underlined the potential immune escape mechanisms: lack of leukocytes and defective tumor antigen presentation capacity in TIME-1, increased immunosuppressive cells in TIME-2, and rich in immunoinhibitory molecules in TIME-3. The different phenotypes also demonstrated specific genomic events: TIME-1 characterized by TP53, CDKN2A, CTNNB1, AXIN1 and FOXD4 alterations; TIME-2 characterized by significant alteration patterns in the PI3K pathway; TIME-3 characterized by ARID1A mutation. Besides, the TIME index (TI) was proposed to quantify TIME infiltration pattern, and it was a superior prognostic and immunotherapy predictor. A pipeline was developed to classify single patient into one of these three subtypes and calculated the TI. Conclusions We identified three TIME phenotypes with different clinical outcomes, immune escape mechanisms and genomic alterations in HCC, which could present strategies for improving the efficacy of immunotherapy. TI as a novel prognostic and immunotherapeutic signature that could guide personalized immunotherapy and clinical management of HCC.
- Subjects :
- 0301 basic medicine
Sorafenib
Carcinoma, Hepatocellular
ARID1A
Hepatocellular carcinoma
medicine.medical_treatment
lcsh:Medicine
Biology
General Biochemistry, Genetics and Molecular Biology
Molecular subtype
03 medical and health sciences
Phosphatidylinositol 3-Kinases
0302 clinical medicine
Immune system
CDKN2A
medicine
Tumor Microenvironment
Humans
PI3K/AKT/mTOR pathway
Immune escape
Research
lcsh:R
Liver Neoplasms
General Medicine
Immunotherapy
Genomics
Phenotype
Tumor antigen
030104 developmental biology
030220 oncology & carcinogenesis
Cancer research
Tumor immunological microenvironment
medicine.drug
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Journal of Translational Medicine, Journal of Translational Medicine, Vol 19, Iss 1, Pp 1-17 (2021)
- Accession number :
- edsair.doi.dedup.....e40530e675f671eb9680a392ba44e241
- Full Text :
- https://doi.org/10.21203/rs.3.rs-92171/v1