Skip to main content
Top
Published in: Cellular Oncology 3/2012

01-06-2012 | Original Paper

An expression signature of phenotypic resistance to hepatocellular carcinoma identified by cross-species gene expression analysis

Authors: Maddalena Frau, Maria M. Simile, Maria L. Tomasi, Maria I. Demartis, Lucia Daino, Maria A. Seddaiu, Stefania Brozzetti, Claudio F. Feo, Giovanni Massarelli, Giuliana Solinas, Francesco Feo, Ju-Seog Lee, Rosa M. Pascale

Published in: Cellular Oncology | Issue 3/2012

Login to get access

Abstract

Background and aims

Hepatocarcinogenesis is under polygenic control. We analyzed gene expression patterns of dysplastic liver nodules (DNs) and hepatocellular carcinomas (HCCs) chemically-induced in F344 and BN rats, respectively susceptible and resistant to hepatocarcinogenesis.

Methods

Expression profiles were performed by microarray and validated by quantitative RT-PCR and Western blot.

Results

Cluster analysis revealed two distinctive gene expression patterns, the first of which included normal liver of both strains and BN nodules, and the second one F344 nodules and HCC of both strains. We identified a signature predicting DN and HCC progression, characterized by highest expression of oncosuppressors Csmd1, Dmbt1, Dusp1, and Gnmt, in DNs, and Bhmt, Dmbt1, Dusp1, Gadd45g, Gnmt, Napsa, Pp2ca, and Ptpn13 in HCCs of resistant rats. Integrated gene expression data revealed highest expression of proliferation-related CTGF, c-MYC, and PCNA, and lowest expression of BHMT, DMBT1, DUSP1, GADD45g, and GNMT, in more aggressive rat and human HCC. BHMT, DUSP1, and GADD45g expression predicted patients’ survival.

Conclusions

Our results disclose, for the first time, a major role of oncosuppressor genes as effectors of genetic resistance to hepatocarcinogenesis. Comparative functional genomic analysis allowed discovering an evolutionarily conserved gene expression signature discriminating HCC with different propensity to progression in rat and human.
Appendix
Available only for authorised users
Literature
1.
go back to reference F. Feo, M.R. De Miglio, M.M. Simile, M.R. Muroni, D.F. Calvisi, M. Frau et al., Hepatocellular carcinoma as a complex polygenic disease. Interpretative analysis of recent developments on genetic predisposition. Biochim. Biophys. Acta Canc. Rev. 1765, 126–147 (2006) F. Feo, M.R. De Miglio, M.M. Simile, M.R. Muroni, D.F. Calvisi, M. Frau et al., Hepatocellular carcinoma as a complex polygenic disease. Interpretative analysis of recent developments on genetic predisposition. Biochim. Biophys. Acta Canc. Rev. 1765, 126–147 (2006)
2.
go back to reference D.B. Solt, A. Medline, E. Farber, Rapid emergence of carcinogen-induced hyperplastic lesions in a new model for the sequential analysis of liver carcinogenesis. Am. J. Pathol. 88, 595–618 (1997) D.B. Solt, A. Medline, E. Farber, Rapid emergence of carcinogen-induced hyperplastic lesions in a new model for the sequential analysis of liver carcinogenesis. Am. J. Pathol. 88, 595–618 (1997)
3.
go back to reference R.M. Pascale, M.M. Simile, D.F. Calvisi, M. Frau, M.R. Muroni, M.A. Seddaiu, L. Daino, M.D. Muntoni, M.R. De Miglio, S.S. Thorgeirsson, F. Feo, Role of the modulation of p16INK4A and E2f4 activity by Cdc37, Hsp90 and Crm1 in the phenotypic behavior of preneoplastic and neoplastic liver lesions of rat strains with different genetic predisposition to hepatocarcinogenesis and in human liver cancer. Hepatology 42, 1310–1319 (2005)PubMedCrossRef R.M. Pascale, M.M. Simile, D.F. Calvisi, M. Frau, M.R. Muroni, M.A. Seddaiu, L. Daino, M.D. Muntoni, M.R. De Miglio, S.S. Thorgeirsson, F. Feo, Role of the modulation of p16INK4A and E2f4 activity by Cdc37, Hsp90 and Crm1 in the phenotypic behavior of preneoplastic and neoplastic liver lesions of rat strains with different genetic predisposition to hepatocarcinogenesis and in human liver cancer. Hepatology 42, 1310–1319 (2005)PubMedCrossRef
4.
go back to reference M. Frau, S. Ladu, D.F. Calvisi, M.M. Simile, P. Bonelli, L. Daino, M.L. Tomasi, M.A. Seddaiu, F. Feo, R.M. Pascale, Mybl2 expression is under genetic control and contributes to determine a hepatocellular carcinoma susceptible phenotype. J. Hepatol. 55, 111–119 (2011)PubMedCrossRef M. Frau, S. Ladu, D.F. Calvisi, M.M. Simile, P. Bonelli, L. Daino, M.L. Tomasi, M.A. Seddaiu, F. Feo, R.M. Pascale, Mybl2 expression is under genetic control and contributes to determine a hepatocellular carcinoma susceptible phenotype. J. Hepatol. 55, 111–119 (2011)PubMedCrossRef
5.
go back to reference M. Frau, F. Biasi, F. Feo, R.M. Pascale, Prognostic markers and putative therapeutic targets for hepatocellular carcinoma. Mol. Aspects Med. 31, 179–193 (2010)PubMedCrossRef M. Frau, F. Biasi, F. Feo, R.M. Pascale, Prognostic markers and putative therapeutic targets for hepatocellular carcinoma. Mol. Aspects Med. 31, 179–193 (2010)PubMedCrossRef
6.
go back to reference D.F. Calvisi, M.M. Simile, S. Ladu, M. Frau, M. Evert, M.L. Tomasi, M.I. Demartis, L. Daino, M.A. Seddaiu, S. Brozzetti, F. Feo, R.M. Pascale, Activation of MYBL2-LIN9 complex contributes to human hepatocarcinogenesis and identifies a subset of HCC with mutant p53. Hepatology 53, 1226–1236 (2011)PubMedCrossRef D.F. Calvisi, M.M. Simile, S. Ladu, M. Frau, M. Evert, M.L. Tomasi, M.I. Demartis, L. Daino, M.A. Seddaiu, S. Brozzetti, F. Feo, R.M. Pascale, Activation of MYBL2-LIN9 complex contributes to human hepatocarcinogenesis and identifies a subset of HCC with mutant p53. Hepatology 53, 1226–1236 (2011)PubMedCrossRef
7.
go back to reference J.S. Lee, S.S. Thorgeirsson, Comparative and integrative functional genomics of HCC. Oncogene 25, 3089–3801 (2006) J.S. Lee, S.S. Thorgeirsson, Comparative and integrative functional genomics of HCC. Oncogene 25, 3089–3801 (2006)
8.
go back to reference O.M. Andrisani, L. Studach, P. Merle, Gene signatures in hepatocellular carcinoma (HCC). Semin. Cancer Biol. 21, 4–9 (2011)PubMedCrossRef O.M. Andrisani, L. Studach, P. Merle, Gene signatures in hepatocellular carcinoma (HCC). Semin. Cancer Biol. 21, 4–9 (2011)PubMedCrossRef
9.
go back to reference M. Bittner, P. Meltzer, Y. Chen, Y. Jiang, E. Seftor, M. Hendrix, M. Radmacher, R. Simon, Z. Yakhini, A. Ben-Dor, N. Sampas, E. Dougherty, E. Wang, F. Marincola, C. Gooden, J. Lueders, A. Glatfelter, P. Pollock, J. Carpten, E. Gillanders, D. Leja, K. Dietrich, C. Beaudry, M. Berens, D. Alberts, V. Sondak, Molecular classification of cutaneous malignant melanoma by gene expression profiling. Nature 406, 536–540 (2000)PubMedCrossRef M. Bittner, P. Meltzer, Y. Chen, Y. Jiang, E. Seftor, M. Hendrix, M. Radmacher, R. Simon, Z. Yakhini, A. Ben-Dor, N. Sampas, E. Dougherty, E. Wang, F. Marincola, C. Gooden, J. Lueders, A. Glatfelter, P. Pollock, J. Carpten, E. Gillanders, D. Leja, K. Dietrich, C. Beaudry, M. Berens, D. Alberts, V. Sondak, Molecular classification of cutaneous malignant melanoma by gene expression profiling. Nature 406, 536–540 (2000)PubMedCrossRef
10.
go back to reference J.I. Pérez-Carreón, C. López-García, S. Fattel-Fazenda, E. Arce-Popoca, L. Alemán-Lazarini, S. Hernández-García, V. Le Berre, S. Sokol, J.M. Francois, S. Villa-Treviño, Gene expression profile related to the progression of preneoplastic nodules toward hepatocellular carcinoma in rats. Neoplasia 8, 373–383 (2006)PubMedCrossRef J.I. Pérez-Carreón, C. López-García, S. Fattel-Fazenda, E. Arce-Popoca, L. Alemán-Lazarini, S. Hernández-García, V. Le Berre, S. Sokol, J.M. Francois, S. Villa-Treviño, Gene expression profile related to the progression of preneoplastic nodules toward hepatocellular carcinoma in rats. Neoplasia 8, 373–383 (2006)PubMedCrossRef
11.
go back to reference J.B. Andersen, R. Loi, A. Perra, G.M. Ledda-Columbano, A. Columbano, S.S. Thorgeirsson, Progenitor-derived hepatocellular carcinoma model in the rat. Hepatology 51, 1401–1409 (2010)PubMedCrossRef J.B. Andersen, R. Loi, A. Perra, G.M. Ledda-Columbano, A. Columbano, S.S. Thorgeirsson, Progenitor-derived hepatocellular carcinoma model in the rat. Hepatology 51, 1401–1409 (2010)PubMedCrossRef
12.
go back to reference R.A. Squire, M.H. Levitt, Report of a workshop on classification of specific hepatocellular lesions in rats. Cancer Res. 35, 3214–3223 (1975)PubMed R.A. Squire, M.H. Levitt, Report of a workshop on classification of specific hepatocellular lesions in rats. Cancer Res. 35, 3214–3223 (1975)PubMed
13.
go back to reference International Working Party, Terminology of nodular hepatocellular lesions. Hepatology 22, 983–993 (1995) International Working Party, Terminology of nodular hepatocellular lesions. Hepatology 22, 983–993 (1995)
14.
go back to reference M. Sakamoto, Early HCC: diagnosis and molecular markers. J. Gastroenterol. 44(Suppl XIX), 108–111 (2009)PubMedCrossRef M. Sakamoto, Early HCC: diagnosis and molecular markers. J. Gastroenterol. 44(Suppl XIX), 108–111 (2009)PubMedCrossRef
15.
go back to reference J.S. Lee, I.S. Chu, J. Heo, D.F. Calvisi, Z. Sun, T. Roskams, A. Durnez, A.J. Demetris, S.S. Thorgeirsson, Classification and prediction of survival in hepatocellular carcinoma by gene expression profiling. Hepatology 40, 667–676 (2004)PubMedCrossRef J.S. Lee, I.S. Chu, J. Heo, D.F. Calvisi, Z. Sun, T. Roskams, A. Durnez, A.J. Demetris, S.S. Thorgeirsson, Classification and prediction of survival in hepatocellular carcinoma by gene expression profiling. Hepatology 40, 667–676 (2004)PubMedCrossRef
16.
go back to reference J.S. Lee, I.S. Chu, A. Mikaelyan, D.F. Calvisi, J. Heo, J.K. Reddy, S.S. Thorgeirsson, Application of comparative functional genomics to identify best-fit mouse models to study human cancer. Nat. Genet. 36, 1306–1311 (2004)PubMedCrossRef J.S. Lee, I.S. Chu, A. Mikaelyan, D.F. Calvisi, J. Heo, J.K. Reddy, S.S. Thorgeirsson, Application of comparative functional genomics to identify best-fit mouse models to study human cancer. Nat. Genet. 36, 1306–1311 (2004)PubMedCrossRef
17.
go back to reference K. Ellwood-Yen, T.G. Graeber, J. Wongvipat, M.L. Iruela-Arispe, J. Zhang, R. Matusik, G.V. Thomas, C.L. Sawyers, Myc-driven murine prostate cancer shares molecular features with human prostate tumors. Cancer Cell 4, 223–238 (2003)PubMedCrossRef K. Ellwood-Yen, T.G. Graeber, J. Wongvipat, M.L. Iruela-Arispe, J. Zhang, R. Matusik, G.V. Thomas, C.L. Sawyers, Myc-driven murine prostate cancer shares molecular features with human prostate tumors. Cancer Cell 4, 223–238 (2003)PubMedCrossRef
18.
go back to reference A. Sweet-Cordero, S. Mukherjee, A. Subramanian, H. You, J.J. Roix, C. Ladd-Acosta, J. Mesirov, T.R. Golub, T. Jacks, An oncogenic KRAS2 expression signature identified by cross-species gene-expression analysis. Nat. Genet. 37, 48–55 (2005)PubMed A. Sweet-Cordero, S. Mukherjee, A. Subramanian, H. You, J.J. Roix, C. Ladd-Acosta, J. Mesirov, T.R. Golub, T. Jacks, An oncogenic KRAS2 expression signature identified by cross-species gene-expression analysis. Nat. Genet. 37, 48–55 (2005)PubMed
19.
go back to reference P. Kaposi-Novak, L. Libbrecht, H.G. Woo, Y.H. Lee, N.C. Sears, C. Coulouarn, E.A. Conner, V.M. Factor, T. Roskams, S.S. Thorgeirsson, Central role of c-Myc during malignant conversion in human hepatocarcinogenesis. Cancer Res. 69, 2775–2782 (2009)PubMedCrossRef P. Kaposi-Novak, L. Libbrecht, H.G. Woo, Y.H. Lee, N.C. Sears, C. Coulouarn, E.A. Conner, V.M. Factor, T. Roskams, S.S. Thorgeirsson, Central role of c-Myc during malignant conversion in human hepatocarcinogenesis. Cancer Res. 69, 2775–2782 (2009)PubMedCrossRef
20.
go back to reference A.G. Renehan, M. Harvie, A. Howell, Insulin-like growth factor (IGF)-I, IGF binding protein-3, and breast cancer risk: eight years on. Endocr. Relat. Canc. 13, 273–278 (2006)CrossRef A.G. Renehan, M. Harvie, A. Howell, Insulin-like growth factor (IGF)-I, IGF binding protein-3, and breast cancer risk: eight years on. Endocr. Relat. Canc. 13, 273–278 (2006)CrossRef
21.
go back to reference P. Bioulac-Sage, S. Rebouissou, C. Thomas, J.F. Blanc, J. Saric, A. Sa Cunha, A. Rullier, G. Cubel, G. Couchy, S. Imbeaud, C. Balabaud, J. Zucman-Rossi, Hepatocellular adenoma subtype classification using molecular markers and immunohistochemistry. Hepatology 46, 740–748 (2007)PubMedCrossRef P. Bioulac-Sage, S. Rebouissou, C. Thomas, J.F. Blanc, J. Saric, A. Sa Cunha, A. Rullier, G. Cubel, G. Couchy, S. Imbeaud, C. Balabaud, J. Zucman-Rossi, Hepatocellular adenoma subtype classification using molecular markers and immunohistochemistry. Hepatology 46, 740–748 (2007)PubMedCrossRef
22.
go back to reference D.F. Calvisi, S. Ladu, F. Pinna, M. Frau, M.L. Tomasi, M. Sini, M.M. Simile, P. Bonelli, M.R. Muroni, M.A. Seddaiu, D.S. Lim, F. Feo, R.M. Pascale, SKP2 and CKS1 promote degradation of cell cycle regulators and are associated with hepatocellular carcinoma prognosis. Gastroenterology 137, 1816–1826 (2009)PubMedCrossRef D.F. Calvisi, S. Ladu, F. Pinna, M. Frau, M.L. Tomasi, M. Sini, M.M. Simile, P. Bonelli, M.R. Muroni, M.A. Seddaiu, D.S. Lim, F. Feo, R.M. Pascale, SKP2 and CKS1 promote degradation of cell cycle regulators and are associated with hepatocellular carcinoma prognosis. Gastroenterology 137, 1816–1826 (2009)PubMedCrossRef
23.
go back to reference M. Kamal, A.M. Shaaban, L. Zhang, C. Walker, S. Gray, N. Thakker, C. Toomes, V. Speirs, S.M. Bell, Loss of CSMD1 expression is associated with high tumour grade and poor survival in invasive ductal breast carcinoma. Breast Canc. Res. Treat. 121, 555–563 (2010)CrossRef M. Kamal, A.M. Shaaban, L. Zhang, C. Walker, S. Gray, N. Thakker, C. Toomes, V. Speirs, S.M. Bell, Loss of CSMD1 expression is associated with high tumour grade and poor survival in invasive ductal breast carcinoma. Breast Canc. Res. Treat. 121, 555–563 (2010)CrossRef
24.
go back to reference S.C. Lu, J.M. Mato, S-Adenosylmethionine in cell growth, apoptosis and liver cancer. J. Gastroenterol. Hepatol. 23(Suppl 1), 73–77 (2008)CrossRef S.C. Lu, J.M. Mato, S-Adenosylmethionine in cell growth, apoptosis and liver cancer. J. Gastroenterol. Hepatol. 23(Suppl 1), 73–77 (2008)CrossRef
25.
go back to reference D.F. Calvisi, F. Pinna, F. Meloni, S. Ladu, R. Pellegrino, M. Sini, L. Daino, M.M. Simile, M.R. De Miglio, P. Virdis, M. Frau, M.L. Tomasi, M.A. Seddaiu, M.R. Muroni, F. Feo, R.M. Pascale, Dual-specificity phosphatase 1 ubiquitination in extracellular signal-regulated kinase-mediated control of growth in human hepatocellular carcinoma. Cancer Res. 68, 4192–4200 (2008)PubMedCrossRef D.F. Calvisi, F. Pinna, F. Meloni, S. Ladu, R. Pellegrino, M. Sini, L. Daino, M.M. Simile, M.R. De Miglio, P. Virdis, M. Frau, M.L. Tomasi, M.A. Seddaiu, M.R. Muroni, F. Feo, R.M. Pascale, Dual-specificity phosphatase 1 ubiquitination in extracellular signal-regulated kinase-mediated control of growth in human hepatocellular carcinoma. Cancer Res. 68, 4192–4200 (2008)PubMedCrossRef
26.
go back to reference J. Mollenhauer, B. Helmke, D. Medina, G. Bergmann, N. Gassler, H. Müller, S. Lyer, L. Diedrichs, M. Renner, R. Wittig, S. Blaich, U. Hamann, J. Madsen, U. Holmskov, F. Bikker, A. Ligtenberg, A. Carlén, J. Olsson, H.F. Otto, B. O’Malley, A. Poustka, Carcinogen inducibility in vivo and down-regulation of DMBT1 during breast carcinogenesis. Genes Chrom. Cancer 39, 185–194 (2004)PubMedCrossRef J. Mollenhauer, B. Helmke, D. Medina, G. Bergmann, N. Gassler, H. Müller, S. Lyer, L. Diedrichs, M. Renner, R. Wittig, S. Blaich, U. Hamann, J. Madsen, U. Holmskov, F. Bikker, A. Ligtenberg, A. Carlén, J. Olsson, H.F. Otto, B. O’Malley, A. Poustka, Carcinogen inducibility in vivo and down-regulation of DMBT1 during breast carcinogenesis. Genes Chrom. Cancer 39, 185–194 (2004)PubMedCrossRef
27.
go back to reference D.F. Calvisi, M.M. Simile, S. Ladu, R. Pellegrino, V. De Murtas, F. Pinna, M.L. Tomasi, M. Frau, P. Virdis, M.R. De Miglio, M.R. Muroni, R.M. Pascale, F. Feo, Altered methionine metabolism and global DNA methylation in liver cancer: relationship with genomic instability and prognosis. Int. J. Cancer 121, 2410–2420 (2007)PubMedCrossRef D.F. Calvisi, M.M. Simile, S. Ladu, R. Pellegrino, V. De Murtas, F. Pinna, M.L. Tomasi, M. Frau, P. Virdis, M.R. De Miglio, M.R. Muroni, R.M. Pascale, F. Feo, Altered methionine metabolism and global DNA methylation in liver cancer: relationship with genomic instability and prognosis. Int. J. Cancer 121, 2410–2420 (2007)PubMedCrossRef
28.
go back to reference N. Zhu, Y. Shao, L. Xu, L. Yu, L. Sun, Gadd45-alpha and Gadd45-gamma utilize p38 and JNK signaling pathways to induce cell cycle G2/M arrest in Hep-G2 hepatoma cells. Mol. Biol. Rep. 36, 2075–2085 (2009)PubMedCrossRef N. Zhu, Y. Shao, L. Xu, L. Yu, L. Sun, Gadd45-alpha and Gadd45-gamma utilize p38 and JNK signaling pathways to induce cell cycle G2/M arrest in Hep-G2 hepatoma cells. Mol. Biol. Rep. 36, 2075–2085 (2009)PubMedCrossRef
29.
go back to reference T. Ueno, G. Elmberger, T.E. Weaver, M. Toi, S. Linder, The aspartic protease napsin A suppresses tumor growth independent of its catalytic activity. Lab. Investig. 88, 256–263 (2008)PubMedCrossRef T. Ueno, G. Elmberger, T.E. Weaver, M. Toi, S. Linder, The aspartic protease napsin A suppresses tumor growth independent of its catalytic activity. Lab. Investig. 88, 256–263 (2008)PubMedCrossRef
30.
go back to reference S.H. Yeh, D.C. Wu, C.Y. Tsai, T.J. Kuo, W.C. Yu, Y.S. Chang, C.L. Chen, C.F. Chang, D.S. Chen, P.J. Chen, Genetic characterization of fas-associated phosphatase-1 as a putative tumor suppressor gene on chromosome 4q21.3 in hepatocellular carcinoma. Clin. Cancer Res. 12, 1097–1108 (2006)PubMedCrossRef S.H. Yeh, D.C. Wu, C.Y. Tsai, T.J. Kuo, W.C. Yu, Y.S. Chang, C.L. Chen, C.F. Chang, D.S. Chen, P.J. Chen, Genetic characterization of fas-associated phosphatase-1 as a putative tumor suppressor gene on chromosome 4q21.3 in hepatocellular carcinoma. Clin. Cancer Res. 12, 1097–1108 (2006)PubMedCrossRef
31.
go back to reference P.J. Eichhorn, M.P. Creyghton, R. Bernards, Protein phosphatase 2A regulatory subunits and cancer. Biochim. Biophys. Acta 179, 1–15 (2009) P.J. Eichhorn, M.P. Creyghton, R. Bernards, Protein phosphatase 2A regulatory subunits and cancer. Biochim. Biophys. Acta 179, 1–15 (2009)
32.
go back to reference T.L. Tseng, Y.P. Shih, Y.C. Huang, C.K. Wang, P.H. Chen, J.G. Chang, K.T. Yeh, Y.M. Chen, K.H. Buetow, Genotypic and phenotypic characterization of a putative tumor susceptibility gene, GNMT, in liver cancer. Cancer Res. 63, 647–654 (2003)PubMed T.L. Tseng, Y.P. Shih, Y.C. Huang, C.K. Wang, P.H. Chen, J.G. Chang, K.T. Yeh, Y.M. Chen, K.H. Buetow, Genotypic and phenotypic characterization of a putative tumor susceptibility gene, GNMT, in liver cancer. Cancer Res. 63, 647–654 (2003)PubMed
33.
go back to reference A.C. Blackburn, L.Z. Hill, A.L. Roberts, J. Wang, D. Aud, J. Jung, T. Nikolcheva, J. Allard, G. Peltz, C.N. Otis, Q.J. Cao, R.S. Ricketts, S.P. Naber, J. Mollenhauer, A. Poustka, D. Malamud, D.J. Jerry, Genetic mapping in mice identifies DMBT1 as a candidate modifier of mammary tumors and breast cancer risk. Am. J. Pathol. 170, 2030–2041 (2007)PubMedCrossRef A.C. Blackburn, L.Z. Hill, A.L. Roberts, J. Wang, D. Aud, J. Jung, T. Nikolcheva, J. Allard, G. Peltz, C.N. Otis, Q.J. Cao, R.S. Ricketts, S.P. Naber, J. Mollenhauer, A. Poustka, D. Malamud, D.J. Jerry, Genetic mapping in mice identifies DMBT1 as a candidate modifier of mammary tumors and breast cancer risk. Am. J. Pathol. 170, 2030–2041 (2007)PubMedCrossRef
34.
go back to reference P. Parekh, K.V. Rao, Overexpression of cyclin D1 is associated with elevated levels of MAP kinases, Akt and Pak1 during diethylnitrosamine-induced progressive liver carcinogenesis. Cell Biol. Int. 31, 35–43 (2007)PubMedCrossRef P. Parekh, K.V. Rao, Overexpression of cyclin D1 is associated with elevated levels of MAP kinases, Akt and Pak1 during diethylnitrosamine-induced progressive liver carcinogenesis. Cell Biol. Int. 31, 35–43 (2007)PubMedCrossRef
35.
go back to reference V. Factor, A.L. Oliver, G.R. Panta, S.S. Thorgeirsson, G.E. Sonenshein, M. Arsura, Roles of Akt/PKB and IKK complex in constitutive induction of NF-kappaB in hepatocellular carcinomas of transforming growth factor alpha/c-myc transgenic mice. Hepatology 34, 32–41 (2001)PubMedCrossRef V. Factor, A.L. Oliver, G.R. Panta, S.S. Thorgeirsson, G.E. Sonenshein, M. Arsura, Roles of Akt/PKB and IKK complex in constitutive induction of NF-kappaB in hepatocellular carcinomas of transforming growth factor alpha/c-myc transgenic mice. Hepatology 34, 32–41 (2001)PubMedCrossRef
36.
go back to reference A. Villanueva, P. Newell, D.Y. Chiang, S.L. Friedman, J.M. Llovet, Genomics and signaling pathways in hepatocellular carcinoma. Semin. Liver Dis. 27, 55–76 (2007)PubMedCrossRef A. Villanueva, P. Newell, D.Y. Chiang, S.L. Friedman, J.M. Llovet, Genomics and signaling pathways in hepatocellular carcinoma. Semin. Liver Dis. 27, 55–76 (2007)PubMedCrossRef
37.
go back to reference A. Mazzocca, E. Fransvea, F. Dituri, L. Lupo, S. Antonaci, G. Giannelli, Down-regulation of connective tissue growth factor by inhibition of transforming growth factor beta blocks the tumor-stroma cross-talk and tumor progression in hepatocellular carcinoma. Hepatology 51, 523–534 (2010)PubMedCrossRef A. Mazzocca, E. Fransvea, F. Dituri, L. Lupo, S. Antonaci, G. Giannelli, Down-regulation of connective tissue growth factor by inhibition of transforming growth factor beta blocks the tumor-stroma cross-talk and tumor progression in hepatocellular carcinoma. Hepatology 51, 523–534 (2010)PubMedCrossRef
38.
go back to reference M.M. Simile, M.R. De Miglio, M.R. Muroni, S. Pusceddu, D. Calvisi, A. Carru, M.A. Seddaiu, L. Daino, L. Deiana, R.M. Pascale, F. Feo, Down-regulation of c-myc and Cyclin D1 genes by antisense oligodeoxy nucleotides inhibits the expression of E2F1 and in vitro growth of HepG2 and Morris 5123 liver cancer cells. Carcinogenesis 25, 333–341 (2004)PubMedCrossRef M.M. Simile, M.R. De Miglio, M.R. Muroni, S. Pusceddu, D. Calvisi, A. Carru, M.A. Seddaiu, L. Daino, L. Deiana, R.M. Pascale, F. Feo, Down-regulation of c-myc and Cyclin D1 genes by antisense oligodeoxy nucleotides inhibits the expression of E2F1 and in vitro growth of HepG2 and Morris 5123 liver cancer cells. Carcinogenesis 25, 333–341 (2004)PubMedCrossRef
39.
go back to reference C.M. Shachaf, A.M. Kopelman, C. Arvanitis, A. Karlsson, S. Beer, S. Mandl, M.H. Bachman, A.D. Borowsky, B. Ruebner, R.D. Cardiff, Q. Yang, J.M. Bishop, C.H. Contag, D.W. Felsher, MYC inactivation uncovers pluripotent differentiation and tumour dormancy in hepatocellular cancer. Nature 431, 1112–1117 (2004)PubMedCrossRef C.M. Shachaf, A.M. Kopelman, C. Arvanitis, A. Karlsson, S. Beer, S. Mandl, M.H. Bachman, A.D. Borowsky, B. Ruebner, R.D. Cardiff, Q. Yang, J.M. Bishop, C.H. Contag, D.W. Felsher, MYC inactivation uncovers pluripotent differentiation and tumour dormancy in hepatocellular cancer. Nature 431, 1112–1117 (2004)PubMedCrossRef
40.
go back to reference M.A. Avila, C. Berasain, L. Torres, A. Martín-Duce, F.J. Corrales, H. Yang, J. Prieto, S.C. Lu, J. Caballería, J. Rodés, J.M. Mato, Reduced mRNA abundance of the main enzymes involved in methionine metabolism in human liver cirrhosis and hepatocellular carcinoma. J. Hepatol. 33, 907–914 (2000)PubMedCrossRef M.A. Avila, C. Berasain, L. Torres, A. Martín-Duce, F.J. Corrales, H. Yang, J. Prieto, S.C. Lu, J. Caballería, J. Rodés, J.M. Mato, Reduced mRNA abundance of the main enzymes involved in methionine metabolism in human liver cirrhosis and hepatocellular carcinoma. J. Hepatol. 33, 907–914 (2000)PubMedCrossRef
41.
go back to reference J. Du, M. Guan, J. Fan, H. Jiang, Loss of DMBT1 expression in human prostate cancer and its correlation with clinical progressive features. Urology 77(509), e9–e13 (2011)PubMed J. Du, M. Guan, J. Fan, H. Jiang, Loss of DMBT1 expression in human prostate cancer and its correlation with clinical progressive features. Urology 77(509), e9–e13 (2011)PubMed
42.
go back to reference M. Sasaki, S.F. Huang, M.F. Chen, Y.Y. Jan, T.S. Yeh, A. Ishikawa, J. Mollenhauer, A. Poustka, K. Tsuneyama, Y. Nimura, K. Oda, Y. Nakanuma, Decrease of deleted in malignant brain tumour-1 (DMBT-1) expression is a crucial late event in intrahepatic cholangiocarcinoma. Histopathology 43, 340–346 (2003)PubMedCrossRef M. Sasaki, S.F. Huang, M.F. Chen, Y.Y. Jan, T.S. Yeh, A. Ishikawa, J. Mollenhauer, A. Poustka, K. Tsuneyama, Y. Nimura, K. Oda, Y. Nakanuma, Decrease of deleted in malignant brain tumour-1 (DMBT-1) expression is a crucial late event in intrahepatic cholangiocarcinoma. Histopathology 43, 340–346 (2003)PubMedCrossRef
43.
go back to reference J.S. Lee, J. Heo, L. Libbrecht, I.S. Chu, P. Kaposi-Novak, D.F. Calvisi, A. Mikaelyan, L.R. Roberts, A.J. Demetris, Z. Sun, F. Nevens, T. Roskams, S.S. Thorgeirsson, A novel prognostic subtype of human hepatocellular carcinoma derived from hepatic progenitor cells. Nat. Med. 12, 410–416 (2006)PubMedCrossRef J.S. Lee, J. Heo, L. Libbrecht, I.S. Chu, P. Kaposi-Novak, D.F. Calvisi, A. Mikaelyan, L.R. Roberts, A.J. Demetris, Z. Sun, F. Nevens, T. Roskams, S.S. Thorgeirsson, A novel prognostic subtype of human hepatocellular carcinoma derived from hepatic progenitor cells. Nat. Med. 12, 410–416 (2006)PubMedCrossRef
44.
go back to reference P. Kaposi-Novak, J.S. Lee, L. Gòmez-Quiroz, C. Coulouarn, V.M. Factor, S.S. Thorgeirsson, Met-regulated expression signature defines a subset of human hepatocellular carcinomas with poor prognosis and aggressive phenotype. J. Clin. Invest. 116, 1582–1595 (2006)PubMedCrossRef P. Kaposi-Novak, J.S. Lee, L. Gòmez-Quiroz, C. Coulouarn, V.M. Factor, S.S. Thorgeirsson, Met-regulated expression signature defines a subset of human hepatocellular carcinomas with poor prognosis and aggressive phenotype. J. Clin. Invest. 116, 1582–1595 (2006)PubMedCrossRef
45.
go back to reference Y. Hoshida, A. Villanueva, M. Kobayashi, J. Peix, D.Y. Chiang, A. Camargo, S. Gupta, J. Moore, M.J. Wrobel, J. Lerner, M. Reich, J.A. Chan, J.N. Glickman, K. Ikeda, M. Hashimoto, G. Watanabe, M.G. Daidone, S. Roayaie, M. Schwartz, S. Thung, H.B. Salvesen, S. Gabriel, V. Mazzaferro, J. Bruix, S.L. Friedman, H. Kumada, J.M. Llovet, T.R. Golub, Gene expression in fixed tissues and outcome in hepatocellular carcinoma. N. Engl. J. Med. 359, 1995–2004 (2008)PubMedCrossRef Y. Hoshida, A. Villanueva, M. Kobayashi, J. Peix, D.Y. Chiang, A. Camargo, S. Gupta, J. Moore, M.J. Wrobel, J. Lerner, M. Reich, J.A. Chan, J.N. Glickman, K. Ikeda, M. Hashimoto, G. Watanabe, M.G. Daidone, S. Roayaie, M. Schwartz, S. Thung, H.B. Salvesen, S. Gabriel, V. Mazzaferro, J. Bruix, S.L. Friedman, H. Kumada, J.M. Llovet, T.R. Golub, Gene expression in fixed tissues and outcome in hepatocellular carcinoma. N. Engl. J. Med. 359, 1995–2004 (2008)PubMedCrossRef
46.
go back to reference J.M. Llovet, J. Bruix, Novel advancements in the management of hepatocellular carcinoma in 2008. J. Hepatol. 48(Suppl 1), S20–S37 (2008)PubMedCrossRef J.M. Llovet, J. Bruix, Novel advancements in the management of hepatocellular carcinoma in 2008. J. Hepatol. 48(Suppl 1), S20–S37 (2008)PubMedCrossRef
47.
go back to reference S.W. Nam, J.Y. Park, A. Ramasamy, S. Shevade, A. Islam, P.M. Long, C.K. Park, S.E. Park, S.Y. Kim, S.H. Lee, W.S. Park, N.J. Yoo, E.T. Liu, L.D. Miller, J.Y. Lee, Molecular changes from dysplastic nodule to hepatocellular carcinoma through gene expression profiling. Hepatology 42, 809–818 (2005)PubMedCrossRef S.W. Nam, J.Y. Park, A. Ramasamy, S. Shevade, A. Islam, P.M. Long, C.K. Park, S.E. Park, S.Y. Kim, S.H. Lee, W.S. Park, N.J. Yoo, E.T. Liu, L.D. Miller, J.Y. Lee, Molecular changes from dysplastic nodule to hepatocellular carcinoma through gene expression profiling. Hepatology 42, 809–818 (2005)PubMedCrossRef
48.
go back to reference J.M. Llovet, Y. Chen, E. Wurmbach, S. Roayaie, M.I. Fiel, M. Schwartz, S.N. Thung, G. Khitrov, W. Zhang, A. Villanueva, C. Battiston, V. Mazzaferro, J. Bruix, S. Waxman, S.L. Friedman, A molecular signature to discriminate dysplastic nodules from early hepatocellular carcinoma in HCV cirrhosis. Gastroenterology 131, 1758–1767 (2006)PubMedCrossRef J.M. Llovet, Y. Chen, E. Wurmbach, S. Roayaie, M.I. Fiel, M. Schwartz, S.N. Thung, G. Khitrov, W. Zhang, A. Villanueva, C. Battiston, V. Mazzaferro, J. Bruix, S. Waxman, S.L. Friedman, A molecular signature to discriminate dysplastic nodules from early hepatocellular carcinoma in HCV cirrhosis. Gastroenterology 131, 1758–1767 (2006)PubMedCrossRef
Metadata
Title
An expression signature of phenotypic resistance to hepatocellular carcinoma identified by cross-species gene expression analysis
Authors
Maddalena Frau
Maria M. Simile
Maria L. Tomasi
Maria I. Demartis
Lucia Daino
Maria A. Seddaiu
Stefania Brozzetti
Claudio F. Feo
Giovanni Massarelli
Giuliana Solinas
Francesco Feo
Ju-Seog Lee
Rosa M. Pascale
Publication date
01-06-2012
Publisher
Springer Netherlands
Published in
Cellular Oncology / Issue 3/2012
Print ISSN: 2211-3428
Electronic ISSN: 2211-3436
DOI
https://doi.org/10.1007/s13402-011-0067-z

Other articles of this Issue 3/2012

Cellular Oncology 3/2012 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine