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


Journal

The Journal of investigative dermatology
ISSN: 1523-1747
Titre abrégé: J Invest Dermatol
Pays: United States
ID NLM: 0426720

Informations de publication

Date de publication:
07 2021
Historique:
received: 15 09 2020
revised: 02 12 2020
accepted: 15 12 2020
pubmed: 9 1 2021
medline: 24 11 2021
entrez: 8 1 2021
Statut: ppublish

Résumé

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.

Identifiants

pubmed: 33417917
pii: S0022-202X(20)32413-1
doi: 10.1016/j.jid.2020.12.015
pmc: PMC8238797
mid: NIHMS1660310
pii:
doi:

Substances chimiques

Hydroxymethylglutaryl-CoA Reductase Inhibitors 0

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

1802-1809

Subventions

Organisme : NCI NIH HHS
ID : P30 CA043703
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR002548
Pays : United States

Informations de copyright

Published by Elsevier Inc.

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Auteurs

Wesley Y Yu (WY)

Department of Dermatology, Oregon Health & Science University, Portland, Oregon, USA. Electronic address: yuwe@ohsu.edu.

Sheena T Hill (ST)

Department of Dermatology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA.

E Ricky Chan (ER)

Institute for Computational Biology, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA.

John J Pink (JJ)

Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA.

Kevin Cooper (K)

Department of Dermatology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA.

Sancy Leachman (S)

Department of Dermatology, Oregon Health & Science University, Portland, Oregon, USA; Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA.

Amanda W Lund (AW)

Ronald O. Perelman Department of Dermatology, NYU Grossman School of Medicine, New York, New York, USA; Department of Pathology, NYU Grossman School of Medicine, New York, New York, USA; Laura and Isaac Perlmutter Cancer Center, NYU Grossman School of Medicine, New York, New York, USA.

Rajan Kulkarni (R)

Department of Dermatology, Oregon Health & Science University, Portland, Oregon, USA; Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA.

Jeremy S Bordeaux (JS)

Department of Dermatology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA.

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