Literature DB >> 33417917

Computational Drug Repositioning Identifies Statins as Modifiers of Prognostic Genetic Expression Signatures and Metastatic Behavior in Melanoma.

Wesley Y Yu1, Sheena T Hill2, E Ricky Chan3, John J Pink4, Kevin Cooper2, Sancy Leachman5, Amanda W Lund6, Rajan Kulkarni5, Jeremy S Bordeaux2.   

Abstract

Despite advances in melanoma treatment, more than 70% of patients with distant metastasis die within 5 years. Proactive treatment of early melanoma to prevent metastasis could save lives and reduce overall healthcare costs. Currently, there are no treatments specifically designed to prevent early melanoma from progressing to metastasis. We used the Connectivity Map to conduct an in silico drug screen and identified 3-hydroxy-3-methylglutaryl-coenzyme A reductase inhibitors (statins) as a drug class that might prevent melanoma metastasis. To confirm the in vitro effect of statins, RNA sequencing was completed on A375 cells after treatment with fluvastatin to describe changes in the melanoma transcriptome. Statins induced differential expression in genes associated with metastasis and are used in commercially available prognostic tests for melanoma metastasis. Finally, we completed a chart review of 475 patients with melanoma. Patients taking statins were less likely to have metastasis at the time of melanoma diagnosis in both univariate and multivariate analyses (24.7% taking statins vs. 37.6% not taking statins, absolute risk reduction = 12.9%, P = 0.038). These findings suggest that statins might be useful as a treatment to prevent melanoma metastasis. Prospective trials are required to verify our findings and to determine the mechanism of metastasis prevention. Published by Elsevier Inc.

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Year:  2021        PMID: 33417917      PMCID: PMC8238797          DOI: 10.1016/j.jid.2020.12.015

Source DB:  PubMed          Journal:  J Invest Dermatol        ISSN: 0022-202X            Impact factor:   7.590


  59 in total

1.  Development of a prognostic genetic signature to predict the metastatic risk associated with cutaneous melanoma.

Authors:  Pedram Gerami; Robert W Cook; Jeff Wilkinson; Maria C Russell; Navneet Dhillon; Rodabe N Amaria; Rene Gonzalez; Stephen Lyle; Clare E Johnson; Kristen M Oelschlager; Gilchrist L Jackson; Anthony J Greisinger; Derek Maetzold; Keith A Delman; David H Lawson; John F Stone
Journal:  Clin Cancer Res       Date:  2015-01-01       Impact factor: 12.531

2.  Five-Year Outcomes with Dabrafenib plus Trametinib in Metastatic Melanoma.

Authors:  Caroline Robert; Jean J Grob; Daniil Stroyakovskiy; Boguslawa Karaszewska; Axel Hauschild; Evgeny Levchenko; Vanna Chiarion Sileni; Jacob Schachter; Claus Garbe; Igor Bondarenko; Helen Gogas; Mario Mandalá; John B A G Haanen; Celeste Lebbé; Andrzej Mackiewicz; Piotr Rutkowski; Paul D Nathan; Antoni Ribas; Michael A Davies; Keith T Flaherty; Paul Burgess; Monique Tan; Eduard Gasal; Maurizio Voi; Dirk Schadendorf; Georgina V Long
Journal:  N Engl J Med       Date:  2019-06-04       Impact factor: 91.245

3.  Discovery and preclinical validation of drug indications using compendia of public gene expression data.

Authors:  Marina Sirota; Joel T Dudley; Jeewon Kim; Annie P Chiang; Alex A Morgan; Alejandro Sweet-Cordero; Julien Sage; Atul J Butte
Journal:  Sci Transl Med       Date:  2011-08-17       Impact factor: 17.956

Review 4.  Selection criteria for genetic assessment of patients with familial melanoma.

Authors:  Sancy A Leachman; John Carucci; Wendy Kohlmann; Kimberly C Banks; Maryam M Asgari; Wilma Bergman; Giovanna Bianchi-Scarrà; Teresa Brentnall; Brigitte Bressac-de Paillerets; William Bruno; Clara Curiel-Lewandrowski; Femke A de Snoo; Tadeusz Debniak; Marie-France Demierre; David Elder; Alisa M Goldstein; Jane Grant-Kels; Allan C Halpern; Christian Ingvar; Richard F Kefford; Julie Lang; Rona M MacKie; Graham J Mann; Kurt Mueller; Julia Newton-Bishop; Håkan Olsson; Gloria M Petersen; Susana Puig; Darrell Rigel; Susan M Swetter; Margaret A Tucker; Emanuel Yakobson; John A Zitelli; Hensin Tsao
Journal:  J Am Acad Dermatol       Date:  2009-10       Impact factor: 11.527

5.  TGFβ signaling is required for sprouting lymphangiogenesis during lymphatic network development in the skin.

Authors:  Jennifer M James; Ani Nalbandian; Yoh-suke Mukouyama
Journal:  Development       Date:  2013-08-14       Impact factor: 6.868

6.  HSET overexpression fuels tumor progression via centrosome clustering-independent mechanisms in breast cancer patients.

Authors:  Vaishali Pannu; Padmashree C G Rida; Angela Ogden; Ravi Chakra Turaga; Shashikiran Donthamsetty; Nathan J Bowen; Katie Rudd; Meenakshi V Gupta; Michelle D Reid; Guilherme Cantuaria; Claire E Walczak; Ritu Aneja
Journal:  Oncotarget       Date:  2015-03-20

7.  Clinical validation of a gene expression signature that differentiates benign nevi from malignant melanoma.

Authors:  Loren E Clarke; M B Warf; Darl D Flake; Anne-Renee Hartman; Steven Tahan; Christopher R Shea; Pedram Gerami; Jane Messina; Scott R Florell; Richard J Wenstrup; Kristen Rushton; Kirstin M Roundy; Colleen Rock; Benjamin Roa; Kathryn A Kolquist; Alexander Gutin; Steven Billings; Sancy Leachman
Journal:  J Cutan Pathol       Date:  2015-04-13       Impact factor: 1.587

8.  Are 90% of deaths from cancer caused by metastases?

Authors:  Hanna Dillekås; Michael S Rogers; Oddbjørn Straume
Journal:  Cancer Med       Date:  2019-08-08       Impact factor: 4.452

9.  Statin use and its effect on all-cause mortality of melanoma patients: a population-based Dutch cohort study.

Authors:  Elisabeth Livingstone; Loes M Hollestein; Myrthe P P van Herk-Sukel; Lonneke van de Poll-Franse; Arjen Joosse; Bastian Schilling; Tamar Nijsten; Dirk Schadendorf; Esther de Vries
Journal:  Cancer Med       Date:  2014-06-17       Impact factor: 4.452

10.  Silencing of microRNA-517a induces oxidative stress injury in melanoma cells via inactivation of the JNK signaling pathway by upregulating CDKN1C.

Authors:  Chao Yang; Zeqiang Yan; Fen Hu; Wei Wei; Zhihua Sun; Wei Xu
Journal:  Cancer Cell Int       Date:  2020-01-29       Impact factor: 5.722

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  2 in total

1.  A Multi-Objective Approach for Drug Repurposing in Preeclampsia.

Authors:  Eduardo Tejera; Yunierkis Pérez-Castillo; Andrea Chamorro; Alejandro Cabrera-Andrade; Maria Eugenia Sanchez
Journal:  Molecules       Date:  2021-02-03       Impact factor: 4.411

2.  Exosomes produced by melanoma cells significantly influence the biological properties of normal and cancer-associated fibroblasts.

Authors:  Karolína Strnadová; Lucie Pfeiferová; Petr Přikryl; Barbora Dvořánková; Erik Vlčák; Jana Frýdlová; Martin Vokurka; Jiří Novotný; Jana Šáchová; Miluše Hradilová; Jan Brábek; Jana Šmigová; Daniel Rösel; Karel Smetana; Michal Kolář; Lukáš Lacina
Journal:  Histochem Cell Biol       Date:  2021-11-27       Impact factor: 4.304

  2 in total

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