Mutated b-catenin Gene Signature to Identify CTNNB1-mutated and Immune Checkpoint Resistant Hepatocellular Cancers
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ABSTRACT:
PROVIDER: PRJNA1086482 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR28290941_1.fastq.gz | Fastqsanger.gz | |||
| SRR28290941_2.fastq.gz | Fastqsanger.gz | |||
| SRR28290942_1.fastq.gz | Fastqsanger.gz | |||
| SRR28290942_2.fastq.gz | Fastqsanger.gz | |||
| SRR28290943_1.fastq.gz | Fastqsanger.gz |
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Project description:Background & Aims: Patients with beta-catenin (encoded by CTNNB1)-mutated hepatocellular carcinoma (HCC) have demonstrated limited clinical benefit to first-line immunotherapy (IO). Animal models of HCC expressing mutant-beta-catenin and additional aberrations via hydrodynamic tail vein injection with sleeping beauty transposon/transposase (SB-HDTVI) represent clinically relevant human HCC subsets. Here, we perform transcriptomic analysis on multiple beta-catenin-mutated and non-mutated HCC animal models to identify Mutated beta-catenin Gene Signature (MBGS) for HCC patient stratification for CTNNB1-mutations and IO response. Methods: We co-expressed in mice mutant-NFE2L2 and hMET +- mutant-CTNNB1 via SB-HDTVI and monitored for HCC development. Bulk RNA-sequencing was assessed for transcriptional differences between various beta-catenin-mutated and non-mutated models. MBGS was generated for predictive ability of CTNNB1 mutations and IO resistance in multiple HCC patient cohorts. Results: Co-expression of S45Y-beta-catenin + G31A-NFE2L2 + hMet (beta-N-M) resulted in HCC development by 4.5 weeks while co-expression of G31A-NFE2L2 + hMet (N-M) led to HCC by 14 weeks with tumors being positive for expected targets by immunohistochemistry (IHC). Bulk RNA-sequencing comparing beta-catenin-driven versus non-beta-catenin driven models yielded 95 common upregulated genes. Differential gene expression analysis of the common genes comparing CTNNB1-mutated vs non-mutated TCGA patients narrowed the gene panel to 13-(or 10-) genes. This MBGS predicted CTNNB1-mutation status in TCGA (n=374) and French (n=398) patient cohorts (with ROC AUC of 0.90 and 0.94). High MBGS expression was also associated with no overall and progression-free survival benefit when comparing atezolizumab + bevacizumab versus sorafenib arms in IMbrave150 cohort implying fewer treatment effects. Conclusions: In an era of patient molecular stratification for HCC, MBGS may aid in optimally selecting patients for IO through diagnosis of a molecular subset which lacks optimal response.
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Project description:CTNNB1 is the most frequently mutated gene in hepatocellular carcinoma (HCC). However, its clinical relevance remains controversial. We determined an evolutionarily conserved β-catenin signature by comparative analysis of gene expression data from human HCC (GSE43619) and a mouse model.
2014-12-31 | GSE43628 | GEO
Project description:Hepatocellular adenomas (HCA) are rare benign tumours of the liver which have been extensively classified at the clinico-pathological, genetic and proteomic levels. The b-HCA subtype has several types of mutations in the ß-catenin gene (CTNNB1) with very different clinical phenotypes and risks. Recently, we revealed a glutamine synthetase (GS) positive rim in b-HCA exon 3 S45 and b-HCA exon 7/8, indicating protein expression heterogeneity into b-HCA in comparison with the rest of the tumor. A difference in vascularization had been associated with this rim revealed by a diffuse CD34 labeling only at the center of the tumor and not in the rim. In this study, we sought to characterize this tumor heterogeneity in a tumor considered monoclonal. We used laser microdissection to analyze the rim (R) at the molecular level. We cut 1mm² areas of GS+/CD34- rim on serial cuts and we analyzed in parallel, the mutation status of CTNNB1 and the levels of protein expression by mass spectrometry. Comparison of the proteomic profiles of the rim versus the tumor center (T) revealed a sufficiently large protein expression differential to distinguish them by principal component analysis. Forty proteins were significantly differentially expressed between R and T, including a large majority of amino acid and lipid metabolism proteins whose deregulations were comparable to a perivenous expression profile in a normal hepatocyte context. Our results suggest that protein expression in the rim seems not to be dependent on the mutational status of CTNNB1 but rather on the influence of venous drainage. Thanks to laser microdissection coupled with proteomic analysis on fixed tissue, we were able to analyze this tumor heterogeneity and provide elements of biological interpretation.
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2011-04-09 | GSE28476 | GEO
Project description:CTNNB1 is the most frequently mutated gene in hepatocellular carcinoma (HCC). However, its clinical relevance remains controversial. We determined an evolutionarily conserved β-catenin signature by comparative analysis of gene expression data from human HCC and a mouse model (GSE43628). We generated gene expression data from the tumors of 88 HCC patients who underwent surgical resection as the primary treatment. We used these gene expression data to develop a new prognostification model for prognosis of HCC after surgery. We generated gene expression data from the tumors of 88 HCC patients who underwent surgical resection as the primary treatment.
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Project description:CTNNB1 is the most frequently mutated gene in hepatocellular carcinoma (HCC). However, its clinical relevance remains controversial. We determined an evolutionarily conserved β-catenin signature by comparative analysis of gene expression data from human HCC and a mouse model (GSE43628). We generated gene expression data from the tumors of 88 HCC patients who underwent surgical resection as the primary treatment. We used these gene expression data to develop a new prognostification model for prognosis of HCC after surgery.
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