PROJECT ID: GSE137784


Data source GEO: GSE137784
Description Up to 41% of hepatocellular carcinomas (HCCs) result from activating mutations in the CTNNB1 gene encoding β-catenin. β-catenin has dual cellular functions as a component of the Wnt signaling pathway and adherens junctions. HCC-associated CTNNB1 mutations stabilize the β-catenin protein, leading to nuclear and/or cytoplasmic localization of β-catenin and downstream activation of Wnt target genes. In patient HCC samples, β-catenin nuclear and cytoplasmic localization are typically patchy, even among HCC with highly active CTNNB1 mutations. The functional and clinical relevance of this heterogeneity in β-catenin activation are not well understood. To define mechanisms of β-catenin-driven HCC initiation, we generated a Cre-lox system that enabled switching on activated β-catenin in 1) a small number of hepatocytes in early development; or 2) the majority of hepatocytes in later development or adulthood. We discovered that switching on activated β-catenin in a subset of larval hepatocytes was sufficient to drive HCC initiation. To determine the role of Wnt/β-catenin signaling heterogeneity later in hepatocarcinogenesis, we performed RNA-seq analysis of zebrafish β-catenin-driven HCC. Ingenuity Pathway Analysis of differentially expressed genes in the Cre-lox HCC model revealed that “Cancer” and “Liver Tumor” categories were significantly altered, indicating transcriptional similarities with human HCC and other vertebrate HCC models. At the single-cell level, 2.9% to 15.2% of hepatocytes from zebrafish β-catenin-driven HCC expressed two or more of the Wnt target genes axin2, mtor, glula, myca, and wif1, indicating focal activation of Wnt signaling in established tumors. Thus, heterogeneous β-catenin activation drives HCC initiation and persists throughout hepatocarcinogenesis.
Key word zebrafish; hepatocellular carcinoma; crelox; single-cell rnaseq; beta-catenin;l-fabp gene; recombinase activity; somatic mutations; cell-type; in-vivo; liver; expression; promoter; mouse; classification
Publication Kalasekar SM, Kotiyal S, Conley C, Phan C et al. Heterogeneous beta-catenin activation is sufficient to cause hepatocellular carcinoma in zebrafish. Biol Open 2019 Oct 17;8(10). PMID: 31575545
Abstract Up to 41% of hepatocellular carcinomas (HCCs) result from activating mutations in the CTNNB1 gene encoding beta-catenin. HCC-associated CTNNB1 mutations stabilize the beta-catenin protein, leading to nuclear and/or cytoplasmic localization of beta-catenin and downstream activation of Wnt target genes. In patient HCC samples, beta-catenin nuclear and cytoplasmic localization are typically patchy, even among HCC with highly active CTNNB1 mutations. The functional and clinical relevance of this heterogeneity in beta-catenin activation are not well understood. To define mechanisms of beta-catenin-driven HCC initiation, we generated a Cre-lox system that enabled switching on activated beta-catenin in (1) a small number of hepatocytes in early development; or (2) the majority of hepatocytes in later development or adulthood. We discovered that switching on activated beta-catenin in a subset of larval hepatocytes was sufficient to drive HCC initiation. To determine the role of Wnt/beta-catenin signaling heterogeneity later in hepatocarcinogenesis, we performed RNA-seq analysis of zebrafish beta-catenin-driven HCC. At the single-cell level, 2.9% to 15.2% of hepatocytes from zebrafish beta-catenin-driven HCC expressed two or more of the Wnt target genes axin2, mtor, glula, myca and wif1, indicating focal activation of Wnt signaling in established tumors. Thus, heterogeneous beta-catenin activation drives HCC initiation and persists throughout hepatocarcinogenesis.


Dataset Information


Dataset ID Species Tissue / Organ Experiment type Sample Source dataset ID
1. GSE137784 (HCC, HepABC) Danio rerio liver disease 6mpf, male, isolated from the Tg(fabp10a:pt-B-cat)(HepABC) zebrafish with HCC GEO: GSM4087819
2. GSE137784 (HCC, CreLox) Danio rerio liver disease 6mpf, male, isolated from the zebrafish without HCC GEO: GSM4087820
3. GSE137784 (no HCC) Danio rerio liver baseline 6mpf, male, isolated from the CreLox zebrafish with HCC GEO: GSM4087821

Clustering Result


Cluster Cell type Gene id (symbol) Marker class Evidence
1 Hepatocytes -- (ces2) marker DOI:10.1242/bio.047829
2 Hepatocytes ENSDARG00000102456 (cfhl4) marker DOI:10.1242/bio.047829
5 Hepatocytes ENSDARG00000016771 (tfa) marker DOI:10.1242/bio.047829
7 Immune cells ENSDARG00000089362 (grn1) marker DOI:10.1242/bio.047829
7 Immune cells ENSDARG00000095627 (c1qc) marker DOI:10.1242/bio.047829
7 Immune cells ENSDARG00000055290 (mpeg1.1) marker DOI:10.1242/bio.047829
7 Immune cells ENSDARG00000000767 (spi1b) marker DOI:10.1242/bio.047829
7 Immune cells ENSDARG00000054610 (coro1a) marker DOI:10.1242/bio.047829
7 Immune cells ENSDARG00000090783 (mfap4) marker DOI:10.1242/bio.047829
9 Immune cells ENSDARG00000026350 (wasb) marker DOI:10.1242/bio.047829

Cluster Cell type Gene id (symbol) Marker class Evidence
1 Hepatocytes -- (afp4.1) marker DOI:10.1242/bio.047829
2 Hepatocytes ENSDARG00000015866 (apoa2) marker DOI:10.1242/bio.047829
3 Hepatocytes ENSDARG00000038439 (fabp10a) marker DOI:10.1242/bio.047829
4 Immune cells ENSDARG00000026350 (wasb) marker DOI:10.1242/bio.047829
4 Immune cells ENSDARG00000054610 (coro1a) marker DOI:10.1242/bio.047829
5 Hepatocytes ENSDARG00000016771 (tfa) marker DOI:10.1242/bio.047829
6 Endothelium ENSDARG00000037870 (actb2) marker DOI:10.1242/bio.047829
7 Endothelium ENSDARG00000058358 (krt8) marker DOI:10.1242/bio.047829
11 Erythroid cells ENSDARG00000038643 (alas2) marker DOI:10.1242/bio.047829
11 Erythroid cells ENSDARG00000034852 (nt5c2l1) marker DOI:10.1242/bio.047829

Cluster Cell type Gene id (symbol) Marker class Evidence
1 Hepatocytes ENSDARG00000043719 (c3a.6) marker DOI:10.1242/bio.047829
2 Immune cells ENSDARG00000058348 (scinlb) marker DOI:10.1242/bio.047829
3 Endothelium ENSDARG00000014646 (aoc2) marker DOI:10.1242/bio.047829
4 Hepatocytes ENSDARG00000053684 (aldob) marker DOI:10.1242/bio.047829
5 Immune cells ENSDARG00000095627 (c1qc) marker DOI:10.1242/bio.047829
6 Hepatocytes ENSDARG00000016771 (tfa) marker DOI:10.1242/bio.047829
7 Epidermal cells ENSDARG00000016691 (cd9b) marker DOI:10.1242/bio.047829
8 Erythroid cells ENSDARG00000034852 (nt5c2l1) marker DOI:10.1242/bio.047829
9 Immune cells ENSDARG00000090783 (mfap4) marker DOI:10.1242/bio.047829