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E-Poster Display

994P - Stem cell-like subtypes revealed by integrative multi-omics analysis in early-stage hepatocellular carcinoma

Date

17 Sep 2020

Session

E-Poster Display

Topics

Tumour Site

Hepatobiliary Cancers

Presenters

Ju-seog Lee

Citation

Annals of Oncology (2020) 31 (suppl_4): S629-S644. 10.1016/annonc/annonc278

Authors

J. Lee1, S.H. Lee2, S. Lee3, A. Kaseb3, S.Y. Yim4

Author affiliations

  • 1 Systems Biology Department, The University of Texas M. D. Anderson Cancer Center, 77030 - Houston/US
  • 2 Surgery, Cha Bundang Medical Center, Sungnam/KR
  • 3 Gi Medical Oncology, The University of Texas M. D. Anderson Cancer Center, 77030 - Houston/US
  • 4 Gastroenterology, Korea University, 77030 - Seoul/KR

Resources

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Abstract 994P

Background

Hepatocellular carcinoma (HCC) is lethal malignancy with second highest worldwide cancer mortality. Cancer stem cell in HCC has been regarded as a major cause of cancer progression. However, molecular and clinical features of stem cell-like HCC contributing aggressive tumor biology and therapeutic resistance remain unclear.

Methods

Transcriptomic signatures was identified by analyzing single-cell transcriptomic data from human fetal and mature hepatocytes and applied to 6 HCC cohorts (total n = 1263). Later, supervised and unsupervised approaches were applied to analyze proteomic data and multiple genomic data such as somatic mutations, mRNA expression, miRNA expression, and copy number alterations were integrated with proteomic data to uncover most correlated genomic alterations with functional products. Clinical significance of subtypes was tested and validated in multiple cohorts of HCC patients.

Results

Integrative analysis of genomic and proteomic data uncovered three subtypes of HCC. Hepatic stem (HS) subtype is characterized by strong stem cell features, vascular invasion, and poor prognosis. Hepatoblast (HB) subtype has moderate stem cell features but high genomic instability and low immune activity. Mature hepatocyte (MH) subtype is characterized by low genomic instability. Importantly, 3 subtypes are highly conserved in two most important pre-clinical models, established HCC cell lines (n = 81) and patient-derived HCC xenograft models (n=168). Most strikingly, 3 subtypes are significantly associated with sorafenib treatment and response to immunotherapy. We further validated subtype-specific sensitivity to sorafenib in HCC cell lines and PDX models. Because these subtypes are highly associated with currently available treatments, our findings may provide the foundation for rationalized marker-based clinical trials.

Conclusions

We identified two distinct stem cell-like subtypes with biomarkers in the tumor tissue. Each subtype has distinct response to immunotherapy and subtype-specific drug response for target agents as well as unique pathway dependencies. Our findings may offer the foundation of biomarker based clinical trials for new therapeutic approaches to refractory HCC patients.

Clinical trial identification

Editorial acknowledgement

Legal entity responsible for the study

The authors.

Funding

National Cancer Institute/NIH.

Disclosure

All authors have declared no conflicts of interest.

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