Prospective validation in epithelial tumors of a gene expression predictor of liver metastasis derived from uveal melanoma.
Breast Neoplasms
/ genetics
Colorectal Neoplasms
/ genetics
Epithelial Cells
/ pathology
Gene Expression
/ genetics
Gene Expression Profiling
/ methods
Gene Expression Regulation, Neoplastic
/ genetics
Humans
Liver Neoplasms
/ genetics
Melanoma
/ genetics
Neoplasm Proteins
/ genetics
Neoplasm Recurrence, Local
/ genetics
Neoplasms, Glandular and Epithelial
/ genetics
Prognosis
Prospective Studies
Uveal Neoplasms
/ genetics
Journal
Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288
Informations de publication
Date de publication:
20 11 2019
20 11 2019
Historique:
received:
19
03
2019
accepted:
18
10
2019
entrez:
22
11
2019
pubmed:
22
11
2019
medline:
5
11
2020
Statut:
epublish
Résumé
Predicting the risk of liver metastasis can have important prognostic and therapeutic implications, given the availability of liver-directed therapy. Uveal melanoma has a striking predisposition for liver metastasis despite the absence of anatomical proximity. Understanding its biology may uncover factors promoting liver metastasis in other malignancies. We quantified gene expression by RNAseq in 76 uveal melanomas and combined with public data in a meta-analysis of 196 patients. The meta-analysis of uveal melanoma gene expression identified 63 genes which remained prognostic after adjustment for chromosome 3 status. Two genes, PTP4A3 and JPH1, were selected by L1-penalized regression and combined in a prognostic score. The score predicted liver-specific relapse in a public pan-cancer dataset and in two public colorectal cancer datasets. The score varied between colorectal consensus molecular subtypes (CMS), as did the risk of liver relapse, which was lowest in CMS1. Additional prospective validation was done by real-time PCR in 463 breast cancer patients. The score was significantly correlated with liver relapse in hormone receptor positive tumors. In conclusion, the expression of PTP4A3 and JPH1 correlates with risk of liver metastasis in colorectal cancer and breast cancer. The underlying biological mechanism is an interesting area for further research.
Identifiants
pubmed: 31748560
doi: 10.1038/s41598-019-52841-y
pii: 10.1038/s41598-019-52841-y
pmc: PMC6868129
doi:
Substances chimiques
Neoplasm Proteins
0
Types de publication
Journal Article
Meta-Analysis
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
17178Références
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