Genomic resemblance of mouse models to human hepatocellular carcinoma matogenous metastasis of ovarian cancer: Re-thinking mode of spread
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ABSTRACT: Two groupsHepatocellular carcinoma (HCC) is a heterogeneous malignant disease with molecularly and clinically distinct subtypes discovered in genomic studies. Mouse models are commonly used as preclinical model to study hepatocarcinogenesis, but how well these models recapitulate molecular subtypes of human HCC is unclear. Thus, we aimed to correlate nine mouse HCC models with clinical subtypes of human HCC by systematically comparing their genomic data. By integrating nine molecularly and clinically defined genomic signatures for human HCC with genomic data from nine mouse HCC models, we identified the mouse models that best resembled subtypes of human HCC and determined the clinical relevance of each model. Mst1/2 KO, Sav1 KO, and SV40 T antigen mouse model best recapitulated poor prognostic subtypes of human HCC, whereas the Myc transgenic model best resembled human HCCs with more favorable prognoses. The Myc model was also significantly associated with activation of β-catenin. E2f1, E2f1/Myc, E2f1/Tgfa, and diethylnitrosamine (DENA)-induced models were heterogeneous and were unequally split to poor and favorable prognoses. Most interestingly, Mst1/2 KO and Sav1 KO models best resembles human HCC with hepatic stem cell characteristics. When we applied a genomic predictor for immunotherapy, the six-gene interferon-γ (IFNG6) score, Mst1/2 KO, Sav1 KO, SV40, and DEN models were predicted to be the least responsive to immunotherapy. Further analysis of immune checkpoint genes showed that high expression of immune inhibitory genes (Cd276 and Pvrl2) in Mst1/2 KO, Sav1 KO, SV40 and low expression of immune stimulatory genes (Cd86) in DENA model might be accountable for lack of predictive response to immunotherapy. Conclusion: Most of the mouse models effectively recapitulated molecular characteristics of human subtypes, including response to immunotherapy. of samples are included: 1.SKOV3-ip1 2.SKOV3-OM3. Gene expression profiles of SKOV3-OM3 cells were compared to that of parental SKOV3 ip1 cells.
Project description:Hippo pathway is evolutionarily well conserved. All core components of the pathway identified to date have one or more mammalian orthologs, including MST1/2 (Hippo), SAV1 (Salvador, also known as WW45), LATS1/2 (Warts), MOB1 (Mats), YAP1 and its paralog WWTR1 (also known as TAZ) (Yorkie), and TEAD1/2/3/4 (Scalloped). Ectopic over-expression of YAP1 in mouse liver led to develop hepatocellular carcinoma (HCC). HCC is the third most common cause of cancer-related death in the world, and accounts for an estimated 600,000 deaths annually. Lack of molecular classification and clinical heterogeneity of this malignant disease hampered the development of standardized treatment. To investigate roles of Hippo pathway in liver carcinogenesis, we generated liver-specific Mst1/2 -/- and Sav1 -/- mouse models and collected gene expression data from them. Our study provided new understanding on molecular characteristics of HCC. Sav1 and Mst1/2 Knockout models
Project description:Hippo pathway is evolutionarily well conserved. All core components of the pathway identified to date have one or more mammalian orthologs, including MST1/2 (Hippo), SAV1 (Salvador, also known as WW45), LATS1/2 (Warts), MOB1 (Mats), YAP1 and its paralog WWTR1 (also known as TAZ) (Yorkie), and TEAD1/2/3/4 (Scalloped). Ectopic over-expression of YAP1 in mouse liver led to develop hepatocellular carcinoma (HCC). HCC is the third most common cause of cancer-related death in the world, and accounts for an estimated 600,000 deaths annually. Lack of molecular classification and clinical heterogeneity of this malignant disease hampered the development of standardized treatment. To investigate roles of Hippo pathway in liver carcinogenesis, we generated liver-specific Mst1/2 -/- and Sav1 -/- mouse models and collected gene expression data from them. Our study provided new understanding on molecular characteristics of HCC.
Project description:The tumor suppressor gene RASSF1A (Ras association domain family protein 1A) coding for a microtubule stabilizing protein is epigenetically silenced in most human cancers. As a binding partner of the kinases MST1 and MST2, the mammalian orthologues of the Drosophila Hippo kinase, RASSF1A is a potential regulator of the Hippo tumor suppressor pathway. RASSF1A shares these properties with the scaffold protein SAV1. The role of this pathway in human cancer has remained enigmatic because Hippo pathway components are rarely mutated. Rassf1a homozygous knockout mice developed liver tumors. However, heterozygous deletion of Sav1 or co-deletion of Rassf1a and Sav1 produced liver tumors with much higher efficiency than single deletion of Rassf1a. Analysis of RASSF1A binding partners by mass spectrometry identified the Hippo kinases MST1, MST2 and the oncogenic IkB kinase TBK1 as the most significantly enriched RASSF1A-interacting proteins. The transcriptome of Rassf1a-/- livers was more deregulated than that of Sav1+/- livers and the transcriptome of Rassf1a-/-, Sav1+/- livers was similar to that of Rassf1a-/- mice. We found that the levels of Tbk1 protein were substantially upregulated in livers lacking Rassf1a, and at the transcript level, factors regulating Tbk1 stability, including Usp2 and Dtx4, were also dysregulated. Furthermore, transcripts of several beta tubulin isoforms were increased in the Rassf1a-deficient liver genotypes presumably reflecting a role of Rassf1a as a tubulin-binding and microtubule-stabilizing protein. Our data suggest a multifactorial role of Rassf1a in suppression of liver carcinogenesis. Analysis of gene expression in liver of wildtype 129 mice, Rassf1a-/- mice (RA), Sav1+/- mice (SA) and Rassf1a-/- Sav1+/- mice (RA_SA)
Project description:To know the crosstalk between Hippo and AKT pathways in the liver metabolism, we generated liver-specific Pten (AKT signaling), Sav1 (Hippo signaling) and double-knockout mice and analysed the liver mRNA expression globally from 4groups (WT, Pten KO, Sav1 KO and Pten;Sav1 dKO).
Project description:The tumor suppressor gene RASSF1A (Ras association domain family protein 1A) coding for a microtubule stabilizing protein is epigenetically silenced in most human cancers. As a binding partner of the kinases MST1 and MST2, the mammalian orthologues of the Drosophila Hippo kinase, RASSF1A is a potential regulator of the Hippo tumor suppressor pathway. RASSF1A shares these properties with the scaffold protein SAV1. The role of this pathway in human cancer has remained enigmatic because Hippo pathway components are rarely mutated. Rassf1a homozygous knockout mice developed liver tumors. However, heterozygous deletion of Sav1 or co-deletion of Rassf1a and Sav1 produced liver tumors with much higher efficiency than single deletion of Rassf1a. Analysis of RASSF1A binding partners by mass spectrometry identified the Hippo kinases MST1, MST2 and the oncogenic IkB kinase TBK1 as the most significantly enriched RASSF1A-interacting proteins. The transcriptome of Rassf1a-/- livers was more deregulated than that of Sav1+/- livers and the transcriptome of Rassf1a-/-, Sav1+/- livers was similar to that of Rassf1a-/- mice. We found that the levels of Tbk1 protein were substantially upregulated in livers lacking Rassf1a, and at the transcript level, factors regulating Tbk1 stability, including Usp2 and Dtx4, were also dysregulated. Furthermore, transcripts of several beta tubulin isoforms were increased in the Rassf1a-deficient liver genotypes presumably reflecting a role of Rassf1a as a tubulin-binding and microtubule-stabilizing protein. Our data suggest a multifactorial role of Rassf1a in suppression of liver carcinogenesis.
Project description:Defective Hippo/YAP signaling in the liver results in tissue overgrowth and development of hepatocellular carcinoma (HCC). Here, we uncover mechanisms of YAP-mediated hepatocyte reprogramming and HCC pathogenesis. We show that YAP functions as a rheostat maintaining metabolic specialization, differentiation and quiescence within the hepatocyte compartment. Importantly, treatment with siRNA-lipid nanoparticles (siRNA-LNPs) targeting YAP restores hepatocyte differentiation and causes pronounced tumor regression in a genetically engineered mouse HCC model (mice with liver-specific Mst1/Mst2 double knockout). Furthermore, YAP targets are enriched in an aggressive human HCC subtype characterized by a proliferative signature and absence of CTNNB1 mutations. Thus, our work reveals Hippo signaling as a key regulator of positional identity of hepatocytes, supports targeting YAP using siRNA-LNPs as a paradigm of differentiation-based therapy, and identifies an HCC subtype potentially responsive to this approach. Mice with liver-specific Mst1/Mst2 double-knockout (Adeno-Cre injected Mst1-/-; Mst2Flox/Flox mice) were monitored for the formation of HCC by ultrasound imaging. Animals were then randomized to be treated by intravenous injection of either siYap-LNPs or siLuciferase-LNPs for a period of 9 days.
Project description:The Hippo signaling pathway is evolutionarily well conserved, and all core components have one or more mammalian orthologs, including MST1/2 (Hippo), SAV1 (Salvador), LATS1/2 (Warts), MOB1 (Mats), YAP1/TAZ (Yorkie), and TEAD1/2/3/4 (Scalloped) (Halder and Johnson, 2011; Pan, 2007; Dong et al., 2007; Saucedo and Edgar, 2007). When Hippo signaling is active, YAP1/TAZ is phosphorylated by LATS1/2 and sequestered by 14-3-3 proteins in cytoplasm. When Hippo signaling is absent, unphosphorylated YAP1/TAZ enters the nucleus and increases transcriptional activation of genes involved in cell proliferation and survival. The indispensability of the Hippo pathway in restricting cell growth and proliferation has prompted speculation that many members of the pathway might be involved in tumorigenesis. To see the effect of YAP1 and TAZ in HCC cell, we generated gene expression profile.
Project description:Background & Aims. Resection of hepatocellular carcinoma (HCC) tumors by partial hepatectomy (PHx) is associated with promoting hepatocarcinogenesis. We have previously reported that PHx promotes hepatocarcinogenesis in the Mdr2-knockout (Mdr2-KO) mouse, a model for inflammation-mediated HCC. Now, we explored the molecular mechanisms underlying the tumor-promoting effect of PHx in these mice. Methods. Using microarrays-based techniques, we compared genomic and transcriptomic profiles of HCC tumors developing in the Mdr2-KO mice either spontaneously or following PHx. Results. PHx accelerated HCC development in these mice by four months. PHx-induced tumors had only amplifications affecting multiple chromosomes and locating mainly near the acrocentric centromeres of murine chromosomes. Four different chromosomal regions were amplified each in at least three tumors. All tumors of untreated mice had chromosomal aberrations, including both deletions and amplifications. Comparison of gene expression profiles revealed a significantly enriched expression of oncogenes, chromosomal instability markers and E2F1 targets in the post-PHx compared to spontaneous tumors. Both tumor groups shared the same frequent amplification at chromosome 18. Here, we demonstrated that one of the regulatory genes encoded by this amplified region, Crem, was over-expressed in the nuclei of murine and human HCC cells in vivo, and that it stimulated proliferation of human HCC cells in vitro. Conclusions: PHx of a chronically inflamed liver directed tumor development to a discrete pathway characterized by amplification of specific chromosomal regions and expression of specific tumor-promoting genes. Crem is a new candidate HCC oncogene frequently amplified in this model and frequently over-expressed in human HCC. To explore the mechanisms of the accelerated HCC development by PHx, we compared liver tumors and their matched non-tumor liver tissues between 9-month-old hepatectomized and 13-14-month-old untreated Mdr2-KO mice.