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Series GSE164760 Query DataSets for GSE164760
Status Public on Jun 29, 2021
Title Molecular characterization of hepatocellular carcinoma in patients with non-alcoholic steatohepatitis
Organism Homo sapiens
Experiment type Expression profiling by array
Summary Non-alcoholic steatohepatitis (NASH)-related hepatocellular carcinoma (HCC) is increasing globally, but its molecular features are not well defined. We aimed to identify unique molecular traits characterizing NASH-HCC compared to other HCC aetiologies.
We collected 80 NASH-HCC and 125 NASH samples from 5 institutions. Expression array (n=53 NASH-HCC; n=74 NASH) and whole exome sequencing (n=50 NASH-HCC) data were compared to HCCs of other aetiologies (n=184). Three NASH-HCC mouse models were analysed with RNAseq/expression-array (n=20). ACVR2A was silenced in HCC cells and proliferation assessed by MTT and colony formation assays.
Mutational profiling of NASH-HCC tumours revealed TERT-promoter (56%), CTNNB1 (28%), TP53 (18%) and ACVR2A (10%) as the most-frequently mutated genes. ACVR2A mutation rates were higher in NASH-HCC than in other HCC aetiologies (10% versus 3%, p<0.05). In vitro, ACVR2A silencing prompted a significant increase in cell proliferation in HCC cells. We identified a novel mutational signature (MutSig-NASH-HCC) significantly associated with NASH-HCC (16% vs 2% in viral/alcohol-HCC, p=0.03). Tumour mutational burden (TMB) was higher in non-cirrhotic than in cirrhotic NASH-HCCs (1.45 versus 0.94 mutations/Mb; p<0.0017). Compared to other aetiologies of HCC, NASH-HCCs were enriched in bile and fatty acid signalling, oxidative stress and inflammation, and presented a higher fraction of Wnt/TGF-β proliferation subclass tumours (42% versus 26%, p=0.01) and a lower prevalence of the CTNNB1 subclass. Compared to other aetiologies, NASH-HCC showed a significantly higher prevalence of immunosuppressive cancer field. In three murine models of NASH-HCC key features of human NASH-HCC were preserved.
NASH-HCCs display unique molecular features including higher rates of ACVR2A mutations and the presence of a newly identified mutational signature.
 
Overall design 53 NASH-HCCs, 29 adjacent non-tumor NASH liver samples and 74 NASH samples were analysed, as well as 6 healthy livers and 8 cirrhotic livers as a control.
 
Contributor(s) Llovet JM, Pinyol R, Torrecilla S
Citation(s) 33992698
Submission date Jan 13, 2021
Last update date Jun 29, 2021
Contact name Marta Piqué
Organization name IDIBAPS
Street address Rosselló, 153
City Barcelona
State/province Barcelona
ZIP/Postal code 08036
Country Spain
 
Platforms (1)
GPL13667 [HG-U219] Affymetrix Human Genome U219 Array
Samples (170)
GSM5018268 Liver_Healthy_1
GSM5018269 Liver_Healthy_2
GSM5018270 Liver_Healthy_3
Relations
BioProject PRJNA691910

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE164760_Probeset_data.xlsx 116.9 Mb (ftp)(http) XLSX
GSE164760_RAW.tar 342.4 Mb (http)(custom) TAR (of CEL)
Processed data included within Sample table
Processed data are available on Series record

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