Skip to main content
Top
Published in: Molecular Cancer 1/2016

Open Access 01-12-2016 | Research

Metallothionein-1 as a biomarker of altered redox metabolism in hepatocellular carcinoma cells exposed to sorafenib

Authors: Aline Houessinon, Catherine François, Chloé Sauzay, Christophe Louandre, Gaelle Mongelard, Corinne Godin, Sandra Bodeau, Shinichiro Takahashi, Zuzana Saidak, Laurent Gutierrez, Jean-Marc Régimbeau, Nathalie Barget, Jean-Claude Barbare, Nathalie Ganne, Bruno Chauffert, Romain Coriat, Antoine Galmiche

Published in: Molecular Cancer | Issue 1/2016

Login to get access

Abstract

Background

Sorafenib, a kinase inhibitor active against various solid tumours, induces oxidative stress and ferroptosis, a new form of oxidative necrosis, in some cancer cells. Clinically-applicable biomarkers that reflect the impact of sorafenib on the redox metabolism of cancer cells are lacking.

Methods

We used gene expression microarrays, real-time PCR, immunoblot, protein-specific ELISA, and gene reporter constructs encoding the enzyme luciferase to study the response of a panel of cancer cells to sorafenib. Tumour explants prepared from surgical hepatocellular carcinoma (HCC) samples and serum samples obtained from HCC patients receiving sorafenib were also used.

Results

We observed that genes of the metallothionein-1 (MT1) family are induced in the HCC cell line Huh7 exposed to sorafenib. Sorafenib increased the expression of MT1G mRNA in a panel of human cancer cells, an effect that was not observed with eight other clinically-approved kinase inhibitors. We identified the minimal region of the MT1G promoter that confers inducibility by sorafenib to a 133 base pair region containing an Anti-oxidant Response Element (ARE) and showed the essential role of the transcription factor NRF2 (Nuclear factor erythroid 2-Related Factor 2). We examined the clinical relevance of our findings by analysing the regulation of MT1G in five tumour explants prepared from surgical HCC samples. Finally, we showed that the protein levels of MT1 increase in the serum of some HCC patients receiving sorafenib, and found an association with reduced overall survival.

Conclusion

These findings indicate that MT1 constitute a biomarker adapted for exploring the impact of sorafenib on the redox metabolism of cancer cells.
Appendix
Available only for authorised users
Literature
1.
go back to reference Llovet JM, Ricci S, Mazzaferro V, Hilgard P, Gane E, Blanc JF, de Oliveira AC, Santoro A, Raoul JL, Forner A, Schwartz M, Porta C, et al. Sorafenib in advanced hepatocellular carcinoma. N Engl J Med. 2008;359:378–90.CrossRefPubMed Llovet JM, Ricci S, Mazzaferro V, Hilgard P, Gane E, Blanc JF, de Oliveira AC, Santoro A, Raoul JL, Forner A, Schwartz M, Porta C, et al. Sorafenib in advanced hepatocellular carcinoma. N Engl J Med. 2008;359:378–90.CrossRefPubMed
2.
go back to reference Wilhelm SM, Adnane L, Newell P, Villanueva A, Llovet JM, Lynch M. Preclinical overview of sorafenib, a multikinase inhibitor that targets both Raf and VEGF and PDGF receptor tyrosine kinase signaling. Mol Cancer Ther. 2008;7:3129–40.CrossRefPubMed Wilhelm SM, Adnane L, Newell P, Villanueva A, Llovet JM, Lynch M. Preclinical overview of sorafenib, a multikinase inhibitor that targets both Raf and VEGF and PDGF receptor tyrosine kinase signaling. Mol Cancer Ther. 2008;7:3129–40.CrossRefPubMed
3.
go back to reference Galmiche A, Chauffert B, Barbare JC. New biological perspectives for the improvement of the efficacy of sorafenib in hepatocellular carcinoma. Cancer Lett. 2014;346:159–62.CrossRefPubMed Galmiche A, Chauffert B, Barbare JC. New biological perspectives for the improvement of the efficacy of sorafenib in hepatocellular carcinoma. Cancer Lett. 2014;346:159–62.CrossRefPubMed
4.
go back to reference Coriat R, Nicco C, Chéreau C, Mir O, Alexandre J, Ropert S, Weill B, Chaussade S, Goldwasser F, Batteux F. Sorafenib-induced hepatocellular carcinoma cell death depends on reactive oxygen species production in vitro and in vivo. Mol Cancer Ther. 2012;11:2284–93.CrossRefPubMed Coriat R, Nicco C, Chéreau C, Mir O, Alexandre J, Ropert S, Weill B, Chaussade S, Goldwasser F, Batteux F. Sorafenib-induced hepatocellular carcinoma cell death depends on reactive oxygen species production in vitro and in vivo. Mol Cancer Ther. 2012;11:2284–93.CrossRefPubMed
5.
go back to reference Louandre C, Ezzoukhry Z, Godin C, Barbare JC, Mazière JC, Chauffert B, Galmiche A. Iron-dependent cell death of hepatocellular carcinoma cells exposed to sorafenib. Int J Cancer. 2013;133:1732–42.CrossRefPubMed Louandre C, Ezzoukhry Z, Godin C, Barbare JC, Mazière JC, Chauffert B, Galmiche A. Iron-dependent cell death of hepatocellular carcinoma cells exposed to sorafenib. Int J Cancer. 2013;133:1732–42.CrossRefPubMed
6.
go back to reference Dixon SJ, Patel DN, Welsch M, Skouta R, Lee ED, Hayano M, Thomas AG, Gleason CE, Tatonetti NP, Slusher BS, Stockwell BR. Pharmacological inhibition of cystine-glutamate exchange induces endoplasmic reticulum stress and ferroptosis. Elife. 2014;3:e02523.CrossRefPubMedPubMedCentral Dixon SJ, Patel DN, Welsch M, Skouta R, Lee ED, Hayano M, Thomas AG, Gleason CE, Tatonetti NP, Slusher BS, Stockwell BR. Pharmacological inhibition of cystine-glutamate exchange induces endoplasmic reticulum stress and ferroptosis. Elife. 2014;3:e02523.CrossRefPubMedPubMedCentral
7.
go back to reference Sun X, Ou Z, Chen R, Niu X, Chen D, Kang R, Tang D. Activation of the p62-Keap1-NRF2 Pathway Protects against Ferroptosis in Hepatocellular Carcinoma Cells. Hepatology. 2015. doi:10.1002/hep.28251. Epub ahead of print.PubMedCentral Sun X, Ou Z, Chen R, Niu X, Chen D, Kang R, Tang D. Activation of the p62-Keap1-NRF2 Pathway Protects against Ferroptosis in Hepatocellular Carcinoma Cells. Hepatology. 2015. doi:10.​1002/​hep.​28251. Epub ahead of print.PubMedCentral
8.
go back to reference Lachaier E, Louandre C, Godin C, Saidak Z, Diouf M, Chauffert B, Galmiche A. Sorafenib Induces Ferroptosis in Human Cancer Cell Lines Originating from Different Solid Tumours. Anticancer Res. 2014;34:6417–22.PubMed Lachaier E, Louandre C, Godin C, Saidak Z, Diouf M, Chauffert B, Galmiche A. Sorafenib Induces Ferroptosis in Human Cancer Cell Lines Originating from Different Solid Tumours. Anticancer Res. 2014;34:6417–22.PubMed
9.
go back to reference Louandre C, Marcq I, Bouhlal H, Lachaier E, Godin C, Saidak Z, François C, Chatelain D, Debuysscher V, Barbare JC, Chauffert B, Galmiche A. The retinoblastoma (Rb) protein regulates ferroptosis induced by sorafenib in human hepatocellular carcinoma cells. Cancer Lett. 2015;356:971–7.CrossRefPubMed Louandre C, Marcq I, Bouhlal H, Lachaier E, Godin C, Saidak Z, François C, Chatelain D, Debuysscher V, Barbare JC, Chauffert B, Galmiche A. The retinoblastoma (Rb) protein regulates ferroptosis induced by sorafenib in human hepatocellular carcinoma cells. Cancer Lett. 2015;356:971–7.CrossRefPubMed
10.
go back to reference Dixon SJ, Lemberg KM, Lamprecht MR, Skouta R, Zaitsev EM, Gleason CE, Patel DN, Bauer AJ, Cantley AM, Yang WS, Morrison B 3rd, Stockwell BR. Ferroptosis: an iron-dependent form of nonapoptotic cell death. Cell. 2012;149:1060–72.CrossRefPubMedPubMedCentral Dixon SJ, Lemberg KM, Lamprecht MR, Skouta R, Zaitsev EM, Gleason CE, Patel DN, Bauer AJ, Cantley AM, Yang WS, Morrison B 3rd, Stockwell BR. Ferroptosis: an iron-dependent form of nonapoptotic cell death. Cell. 2012;149:1060–72.CrossRefPubMedPubMedCentral
11.
go back to reference Vanden Berghe T, Linkermann A, Jouan-Lanhouet S, Walczak H, Vandenabeele P. Regulated necrosis: the expanding network of non-apoptotic cell death pathways. Nat Rev Mol Cell Biol. 2014;15:135–47.CrossRefPubMed Vanden Berghe T, Linkermann A, Jouan-Lanhouet S, Walczak H, Vandenabeele P. Regulated necrosis: the expanding network of non-apoptotic cell death pathways. Nat Rev Mol Cell Biol. 2014;15:135–47.CrossRefPubMed
12.
go back to reference Cao W, Hou FF, Nie J. AOPPs and the progression of kidney disease. Kidney Int Suppl. 2014;4:102–6.CrossRef Cao W, Hou FF, Nie J. AOPPs and the progression of kidney disease. Kidney Int Suppl. 2014;4:102–6.CrossRef
13.
go back to reference Gonzalez E, Bajo MA, Carrero JJ, Lindholm B, Grande C, Sánchez-Villanueva R, Del Peso G, Díaz-Almirón M, Iglesias P, Díez JJ, Selgas R. An Increase of Plasma Advanced Oxidation Protein Products Levels Is Associated with Cardiovascular Risk in Incident Peritoneal Dialysis Patients: A Pilot Study. Oxid Med Cell Longev. 2015;2015:219565. Gonzalez E, Bajo MA, Carrero JJ, Lindholm B, Grande C, Sánchez-Villanueva R, Del Peso G, Díaz-Almirón M, Iglesias P, Díez JJ, Selgas R. An Increase of Plasma Advanced Oxidation Protein Products Levels Is Associated with Cardiovascular Risk in Incident Peritoneal Dialysis Patients: A Pilot Study. Oxid Med Cell Longev. 2015;2015:219565.
14.
go back to reference Cherian MG, Jayasurya A, Bay BH. Metallothioneins in human tumors and potential roles in carcinogenesis. Mutat Res. 2003;533:201–9.CrossRefPubMed Cherian MG, Jayasurya A, Bay BH. Metallothioneins in human tumors and potential roles in carcinogenesis. Mutat Res. 2003;533:201–9.CrossRefPubMed
15.
go back to reference Haq F, Mahoney M, Koropatnick J. Signaling events for metallothionein induction. Mutat Res. 2003;533:211–26.CrossRefPubMed Haq F, Mahoney M, Koropatnick J. Signaling events for metallothionein induction. Mutat Res. 2003;533:211–26.CrossRefPubMed
16.
go back to reference Ji XF, Fan YC, Gao S, Yang Y, Zhang JJ, Wang K. MT1M and MT1G promoter methylation as biomarkers for hepatocellular carcinoma. World J Gastroenterol. 2014;20:4723–9.CrossRefPubMedPubMedCentral Ji XF, Fan YC, Gao S, Yang Y, Zhang JJ, Wang K. MT1M and MT1G promoter methylation as biomarkers for hepatocellular carcinoma. World J Gastroenterol. 2014;20:4723–9.CrossRefPubMedPubMedCentral
17.
go back to reference Kasahara K, Fujiwara Y, Nishio K, Ohmori T, Sugimoto Y, Komiya K, Matsuda T, Saijo N. Metallothionein content correlates with the sensitivity of human small cell lung cancer cell lines to cisplatin. Cancer Res. 1991;51:3237–42.PubMed Kasahara K, Fujiwara Y, Nishio K, Ohmori T, Sugimoto Y, Komiya K, Matsuda T, Saijo N. Metallothionein content correlates with the sensitivity of human small cell lung cancer cell lines to cisplatin. Cancer Res. 1991;51:3237–42.PubMed
18.
go back to reference Kondo Y, Woo ES, Michalska AE, Choo KH, Lazo JS. Metallothionein null cells have increased sensitivity to anticancer drugs. Cancer Res. 1995;55:2021–3.PubMed Kondo Y, Woo ES, Michalska AE, Choo KH, Lazo JS. Metallothionein null cells have increased sensitivity to anticancer drugs. Cancer Res. 1995;55:2021–3.PubMed
19.
go back to reference Arriaga JM, Greco A, Mordoh J, Bianchini M. Metallothionein 1G and zinc sensitize human colorectal cancer cells to chemotherapy. Mol Cancer Ther. 2014;13:1369–81.CrossRefPubMed Arriaga JM, Greco A, Mordoh J, Bianchini M. Metallothionein 1G and zinc sensitize human colorectal cancer cells to chemotherapy. Mol Cancer Ther. 2014;13:1369–81.CrossRefPubMed
20.
go back to reference Gout PW, Buckley AR, Simms CR, Bruchovsky N. Sulfasalazine, a potent suppressor of lymphoma growth by inhibition of the xc- cystine transporter: a new action for an old drug. Leukemia. 2001;15:1633–40.CrossRefPubMed Gout PW, Buckley AR, Simms CR, Bruchovsky N. Sulfasalazine, a potent suppressor of lymphoma growth by inhibition of the xc- cystine transporter: a new action for an old drug. Leukemia. 2001;15:1633–40.CrossRefPubMed
21.
go back to reference Wang X, Tomso DJ, Chorley BN, Cho HY, Cheung VG, Kleeberger SR, Bell DA. Identification of polymorphic antioxidant response elements in the human genome. Hum Mol Genet. 2007;16:1188–200.CrossRefPubMedPubMedCentral Wang X, Tomso DJ, Chorley BN, Cho HY, Cheung VG, Kleeberger SR, Bell DA. Identification of polymorphic antioxidant response elements in the human genome. Hum Mol Genet. 2007;16:1188–200.CrossRefPubMedPubMedCentral
22.
go back to reference Hayes JD, Dinkova-Kostova AT. The Nrf2 regulatory network provides an interface between redox and intermediary metabolism. Trends Biochem Sci. 2014;39:199–218.CrossRefPubMed Hayes JD, Dinkova-Kostova AT. The Nrf2 regulatory network provides an interface between redox and intermediary metabolism. Trends Biochem Sci. 2014;39:199–218.CrossRefPubMed
23.
go back to reference Godin C, Dupont S, Ezzoukhry Z, Louandre C, Chatelain D, Henaut L, Sabbagh C, Regimbeau JM, Maziere JC, Barbare JC, Chauffert B, Galmiche A. Heterogeneous sensitivity of hepatocellular carcinoma to sorafenib revealed by the short-term culture of tumor fragments. Anticancer Res. 2013;33:1415–20.PubMed Godin C, Dupont S, Ezzoukhry Z, Louandre C, Chatelain D, Henaut L, Sabbagh C, Regimbeau JM, Maziere JC, Barbare JC, Chauffert B, Galmiche A. Heterogeneous sensitivity of hepatocellular carcinoma to sorafenib revealed by the short-term culture of tumor fragments. Anticancer Res. 2013;33:1415–20.PubMed
24.
go back to reference Godin C, Louandre C, Diouf M, Chauffert B, Barbare JC, Barget N, Trinchet JC, Ganne N, Galmiche A. Biomarkers of Apoptotic and Necrotic Cell Death M30/M65 in Patients with Hepatocellular Carcinoma treated by sorafenib. Anticancer Res. 2015;35:1803–8.PubMed Godin C, Louandre C, Diouf M, Chauffert B, Barbare JC, Barget N, Trinchet JC, Ganne N, Galmiche A. Biomarkers of Apoptotic and Necrotic Cell Death M30/M65 in Patients with Hepatocellular Carcinoma treated by sorafenib. Anticancer Res. 2015;35:1803–8.PubMed
25.
go back to reference Gorrini C, Harris IS, Mak TW. Modulation of oxidative stress as an anticancer strategy. Nat Rev Drug Discov. 2013;12:931–47.CrossRefPubMed Gorrini C, Harris IS, Mak TW. Modulation of oxidative stress as an anticancer strategy. Nat Rev Drug Discov. 2013;12:931–47.CrossRefPubMed
26.
go back to reference DeNicola GM, Karreth FA, Humpton TJ, Gopinathan A, Wei C, Frese K, Mangal D, Yu KH, Yeo CJ, Calhoun ES, Scrimieri F, Winter JM, et al. Oncogene-induced Nrf2 transcription promotes ROS detoxification and tumorigenesis. Nature. 2011;475:106–9.CrossRefPubMedPubMedCentral DeNicola GM, Karreth FA, Humpton TJ, Gopinathan A, Wei C, Frese K, Mangal D, Yu KH, Yeo CJ, Calhoun ES, Scrimieri F, Winter JM, et al. Oncogene-induced Nrf2 transcription promotes ROS detoxification and tumorigenesis. Nature. 2011;475:106–9.CrossRefPubMedPubMedCentral
27.
go back to reference Zavattari P, Perra A, Menegon S, Kowalik MA, Petrelli A, Angioni MM, Follenzi A, Quagliata L, Ledda-Columbano GM, Terracciano L, Giordano S, Columbano A. Nrf2, but not β-catenin, mutation represents an early event in rat hepatocarcinogenesis. Hepatology. 2015;62:851–62.CrossRefPubMed Zavattari P, Perra A, Menegon S, Kowalik MA, Petrelli A, Angioni MM, Follenzi A, Quagliata L, Ledda-Columbano GM, Terracciano L, Giordano S, Columbano A. Nrf2, but not β-catenin, mutation represents an early event in rat hepatocarcinogenesis. Hepatology. 2015;62:851–62.CrossRefPubMed
28.
go back to reference Guichard C, Amaddeo G, Imbeaud S, Ladeiro Y, Pelletier L, Maad IB, Calderaro J, Bioulac-Sage P, Letexier M, Degos F, Clément B, Balabaud C, et al. Integrated analysis of somatic mutations and focal copynumber changes identifies key genes and pathways in hepatocellular carcinoma. Nat Genet. 2012;44:694–8.CrossRefPubMedPubMedCentral Guichard C, Amaddeo G, Imbeaud S, Ladeiro Y, Pelletier L, Maad IB, Calderaro J, Bioulac-Sage P, Letexier M, Degos F, Clément B, Balabaud C, et al. Integrated analysis of somatic mutations and focal copynumber changes identifies key genes and pathways in hepatocellular carcinoma. Nat Genet. 2012;44:694–8.CrossRefPubMedPubMedCentral
29.
go back to reference Cleary SP, Jeck WR, Zhao X, Chen K, Selitsky SR, Savich GL, Tan TX, Wu MC, Getz G, Lawrence MS, Parker JS, Li J et al. Identification of driver genes in hepatocellular carcinoma by exome sequencing. Hepatology. 2013;58:1693–702.CrossRefPubMedPubMedCentral Cleary SP, Jeck WR, Zhao X, Chen K, Selitsky SR, Savich GL, Tan TX, Wu MC, Getz G, Lawrence MS, Parker JS, Li J et al. Identification of driver genes in hepatocellular carcinoma by exome sequencing. Hepatology. 2013;58:1693–702.CrossRefPubMedPubMedCentral
30.
go back to reference Connor KM, Subbaram S, Regan KJ, Nelson KK, Mazurkiewicz JE, Bartholomew PJ, Aplin AE, Tai YT, Aguirre-Ghiso J, Flores SC, Melendez JA. Mitochondrial H2O2 regulates the angiogenic phenotype via PTEN oxidation. J Biol Chem. 2005;280:16916–24.CrossRefPubMed Connor KM, Subbaram S, Regan KJ, Nelson KK, Mazurkiewicz JE, Bartholomew PJ, Aplin AE, Tai YT, Aguirre-Ghiso J, Flores SC, Melendez JA. Mitochondrial H2O2 regulates the angiogenic phenotype via PTEN oxidation. J Biol Chem. 2005;280:16916–24.CrossRefPubMed
31.
go back to reference Pelicano H, Xu RH, Du M, Feng L, Sasaki R, Carew JS, Hu Y, Ramdas L, Hu L, Keating MJ, Zhang W, Plunkett W, Huang P. Mitochondrial respiration defects in cancer cells cause activation of Akt survival pathway through a redox-mediated mechanism. J Cell Biol. 2006;175:913–23.CrossRefPubMedPubMedCentral Pelicano H, Xu RH, Du M, Feng L, Sasaki R, Carew JS, Hu Y, Ramdas L, Hu L, Keating MJ, Zhang W, Plunkett W, Huang P. Mitochondrial respiration defects in cancer cells cause activation of Akt survival pathway through a redox-mediated mechanism. J Cell Biol. 2006;175:913–23.CrossRefPubMedPubMedCentral
Metadata
Title
Metallothionein-1 as a biomarker of altered redox metabolism in hepatocellular carcinoma cells exposed to sorafenib
Authors
Aline Houessinon
Catherine François
Chloé Sauzay
Christophe Louandre
Gaelle Mongelard
Corinne Godin
Sandra Bodeau
Shinichiro Takahashi
Zuzana Saidak
Laurent Gutierrez
Jean-Marc Régimbeau
Nathalie Barget
Jean-Claude Barbare
Nathalie Ganne
Bruno Chauffert
Romain Coriat
Antoine Galmiche
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Molecular Cancer / Issue 1/2016
Electronic ISSN: 1476-4598
DOI
https://doi.org/10.1186/s12943-016-0526-2

Other articles of this Issue 1/2016

Molecular Cancer 1/2016 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