Literature DB >> 29146185

Biomarker identification for statin sensitivity of cancer cell lines.

Vineet K Raghu1, Colin H Beckwitt2, Katsuhiko Warita3, Alan Wells4, Panayiotis V Benos5, Zoltán N Oltvai6.   

Abstract

Statins are potent cholesterol reducing drugs that have been shown to reduce tumor cell proliferation in vitro and tumor growth in animal models. Moreover, retrospective human cohort studies demonstrated decreased cancer-specific mortality in patients taking statins. We previously implicated membrane E-cadherin expression as both a marker and mechanism for resistance to atorvastatin-mediated growth suppression of cancer cells; however, a transcriptome-profile-based biomarker signature for statin sensitivity has not yet been reported. Here, we utilized transcriptome data from fourteen NCI-60 cancer cell lines and their statin dose-response data to produce gene expression signatures that identify statin sensitive and resistant cell lines. We experimentally confirmed the validity of the identified biomarker signature in an independent set of cell lines and extended this signature to generate a proposed statin-sensitive subset of tumors listed in the TCGA database. Finally, we predicted drugs that would synergize with statins and found several predicted combination therapies to be experimentally confirmed. The combined bioinformatics-experimental approach described here can be used to generate an initial biomarker signature for anticancer drug therapy.
Copyright © 2017 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Biomarkers; Graphical models; Statin

Mesh:

Substances:

Year:  2017        PMID: 29146185      PMCID: PMC5827944          DOI: 10.1016/j.bbrc.2017.11.065

Source DB:  PubMed          Journal:  Biochem Biophys Res Commun        ISSN: 0006-291X            Impact factor:   3.575


  26 in total

Review 1.  Pharmacological actions of statins: a critical appraisal in the management of cancer.

Authors:  Patrizia Gazzerro; Maria Chiara Proto; Giuseppina Gangemi; Anna Maria Malfitano; Elena Ciaglia; Simona Pisanti; Antonietta Santoro; Chiara Laezza; Maurizio Bifulco
Journal:  Pharmacol Rev       Date:  2011-11-21       Impact factor: 25.468

2.  Statin use and reduced cancer-related mortality.

Authors:  Sune F Nielsen; Børge G Nordestgaard; Stig E Bojesen
Journal:  N Engl J Med       Date:  2012-11-08       Impact factor: 91.245

3.  Cerivastatin, an inhibitor of HMG-CoA reductase, inhibits the signaling pathways involved in the invasiveness and metastatic properties of highly invasive breast cancer cell lines: an in vitro study.

Authors:  C Denoyelle; M Vasse; M Körner; Z Mishal; F Ganné; J P Vannier; J Soria; C Soria
Journal:  Carcinogenesis       Date:  2001-08       Impact factor: 4.944

Review 4.  Cancer gene expression signatures - the rise and fall?

Authors:  Frederic Chibon
Journal:  Eur J Cancer       Date:  2013-03-13       Impact factor: 9.162

5.  Differences in antitumor effects of various statins on human pancreatic cancer.

Authors:  Helena Gbelcová; Martin Lenícek; Jaroslav Zelenka; Zdenek Knejzlík; Gabriela Dvoráková; Marie Zadinová; Pavla Poucková; Michal Kudla; Peter Balaz; Tomás Ruml; Libor Vítek
Journal:  Int J Cancer       Date:  2008-03-15       Impact factor: 7.396

6.  The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity.

Authors:  Jordi Barretina; Giordano Caponigro; Nicolas Stransky; Kavitha Venkatesan; Adam A Margolin; Sungjoon Kim; Christopher J Wilson; Joseph Lehár; Gregory V Kryukov; Dmitriy Sonkin; Anupama Reddy; Manway Liu; Lauren Murray; Michael F Berger; John E Monahan; Paula Morais; Jodi Meltzer; Adam Korejwa; Judit Jané-Valbuena; Felipa A Mapa; Joseph Thibault; Eva Bric-Furlong; Pichai Raman; Aaron Shipway; Ingo H Engels; Jill Cheng; Guoying K Yu; Jianjun Yu; Peter Aspesi; Melanie de Silva; Kalpana Jagtap; Michael D Jones; Li Wang; Charles Hatton; Emanuele Palescandolo; Supriya Gupta; Scott Mahan; Carrie Sougnez; Robert C Onofrio; Ted Liefeld; Laura MacConaill; Wendy Winckler; Michael Reich; Nanxin Li; Jill P Mesirov; Stacey B Gabriel; Gad Getz; Kristin Ardlie; Vivien Chan; Vic E Myer; Barbara L Weber; Jeff Porter; Markus Warmuth; Peter Finan; Jennifer L Harris; Matthew Meyerson; Todd R Golub; Michael P Morrissey; William R Sellers; Robert Schlegel; Levi A Garraway
Journal:  Nature       Date:  2012-03-28       Impact factor: 49.962

7.  CellMiner: a relational database and query tool for the NCI-60 cancer cell lines.

Authors:  Uma T Shankavaram; Sudhir Varma; David Kane; Margot Sunshine; Krishna K Chary; William C Reinhold; Yves Pommier; John N Weinstein
Journal:  BMC Genomics       Date:  2009-06-23       Impact factor: 3.969

8.  Pharmacogenomic approach to identify drug sensitivity in small-cell lung cancer.

Authors:  Gary Wildey; Yanwen Chen; Ian Lent; Lindsay Stetson; John Pink; Jill S Barnholtz-Sloan; Afshin Dowlati
Journal:  PLoS One       Date:  2014-09-08       Impact factor: 3.240

9.  Identifying anti-cancer drug response related genes using an integrative analysis of transcriptomic and genomic variations with cell line-based drug perturbations.

Authors:  Yi Sun; Wei Zhang; Yunqin Chen; Qin Ma; Jia Wei; Qi Liu
Journal:  Oncotarget       Date:  2016-02-23

10.  Statin use and all-cancer survival: prospective results from the Women's Health Initiative.

Authors:  Ange Wang; Aaron K Aragaki; Jean Y Tang; Allison W Kurian; JoAnn E Manson; Rowan T Chlebowski; Michael Simon; Pinkal Desai; Sylvia Wassertheil-Smoller; Simin Liu; Stephen Kritchevsky; Heather A Wakelee; Marcia L Stefanick
Journal:  Br J Cancer       Date:  2016-06-09       Impact factor: 7.640

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  15 in total

1.  Identification of tRNA-derived ncRNAs in TCGA and NCI-60 panel cell lines and development of the public database tRFexplorer.

Authors:  Alessandro La Ferlita; Salvatore Alaimo; Dario Veneziano; Giovanni Nigita; Veronica Balatti; Carlo M Croce; Alfredo Ferro; Alfredo Pulvirenti
Journal:  Database (Oxford)       Date:  2019-01-01       Impact factor: 3.451

2.  Neurological Complications Acquired During Pediatric Critical Illness: Exploratory "Mixed Graphical Modeling" Analysis Using Serum Biomarker Levels.

Authors:  Vineet K Raghu; Christopher M Horvat; Patrick M Kochanek; Ericka L Fink; Robert S B Clark; Panayiotis V Benos; Alicia K Au
Journal:  Pediatr Crit Care Med       Date:  2021-10-01       Impact factor: 3.971

3.  Anti-tumor effects of mevalonate pathway inhibition in ovarian cancer.

Authors:  Andy Göbel; Valentina M Zinna; Stefania Dell'Endice; Nikolai Jaschke; Jan Dominik Kuhlmann; Pauline Wimberger; Tilman D Rachner
Journal:  BMC Cancer       Date:  2020-07-29       Impact factor: 4.430

4.  Statins attenuate outgrowth of breast cancer metastases.

Authors:  Colin H Beckwitt; Amanda M Clark; Bo Ma; Diana Whaley; Zoltán N Oltvai; Alan Wells
Journal:  Br J Cancer       Date:  2018-11-07       Impact factor: 7.640

5.  Induction of 3-hydroxy-3-methylglutaryl-CoA reductase mediates statin resistance in breast cancer cells.

Authors:  Andy Göbel; Dorit Breining; Martina Rauner; Lorenz C Hofbauer; Tilman D Rachner
Journal:  Cell Death Dis       Date:  2019-01-28       Impact factor: 8.469

6.  PARP1 rs1805407 Increases Sensitivity to PARP1 Inhibitors in Cancer Cells Suggesting an Improved Therapeutic Strategy.

Authors:  Irina Abecassis; Andrew J Sedgewick; Marjorie Romkes; Shama Buch; Tomoko Nukui; Maria G Kapetanaki; Andreas Vogt; John M Kirkwood; Panayiotis V Benos; Hussein Tawbi
Journal:  Sci Rep       Date:  2019-03-01       Impact factor: 4.996

7.  Causal network perturbations for instance-specific analysis of single cell and disease samples.

Authors:  Kristina L Buschur; Maria Chikina; Panayiotis V Benos
Journal:  Bioinformatics       Date:  2020-04-15       Impact factor: 6.937

8.  Concomitant attenuation of HMGCR expression and activity enhances the growth inhibitory effect of atorvastatin on TGF-β-treated epithelial cancer cells.

Authors:  Katsuhiko Warita; Takuro Ishikawa; Akihiro Sugiura; Jiro Tashiro; Hiroaki Shimakura; Yoshinao Z Hosaka; Ken-Ichi Ohta; Tomoko Warita; Zoltán N Oltvai
Journal:  Sci Rep       Date:  2021-06-17       Impact factor: 4.379

9.  Concomitant attenuation of HMG-CoA reductase expression potentiates the cancer cell growth-inhibitory effect of statins and expands their efficacy in tumor cells with epithelial characteristics.

Authors:  Takuro Ishikawa; Yoshinao Z Hosaka; Colin Beckwitt; Alan Wells; Zoltán N Oltvai; Katsuhiko Warita
Journal:  Oncotarget       Date:  2018-06-29

10.  Impact of statin use on cancer-specific mortality and recurrence: A meta-analysis of 60 observational studies.

Authors:  Jing Yang; Chunyu Li; Ying Shen; Hong Zhou; Yueqin Shao; Wei Zhu; Yan Chen
Journal:  Medicine (Baltimore)       Date:  2020-04       Impact factor: 1.817

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