Computational Drug Repositioning Identifies Statins as Modifiers of Prognostic Genetic Expression Signatures and Metastatic Behavior in Melanoma.
Aged
Computer Simulation
Datasets as Topic
Drug Repositioning
Gene Expression Profiling
Gene Expression Regulation, Neoplastic
/ drug effects
Humans
Hydroxymethylglutaryl-CoA Reductase Inhibitors
/ pharmacology
Melanoma
/ drug therapy
Middle Aged
Prognosis
Skin Neoplasms
/ drug therapy
Survival Analysis
Transcriptome
/ drug effects
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
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
1802-1809Subventions
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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