Prospective validation in epithelial tumors of a gene expression predictor of liver metastasis derived from uveal melanoma.


Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
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

17178

Références

Mol Cell. 2000 Jul;6(1):11-22
pubmed: 10949023
J Mol Diagn. 2010 Jul;12(4):461-8
pubmed: 20413675
Nucleic Acids Res. 2012 May;40(10):4288-97
pubmed: 22287627
Nat Genet. 2003 Jan;33(1):49-54
pubmed: 12469122
FASEB J. 2018 Oct;32(10):5661-5673
pubmed: 29746167
BMC Cancer. 2010 Dec 02;10:662
pubmed: 21126340
Oncogene. 2001 Dec 6;20(56):8109-15
pubmed: 11781824
Invest Ophthalmol Vis Sci. 2009 Jul;50(7):3048-55
pubmed: 19182252
J Pathol. 2013 Sep;231(1):63-76
pubmed: 23836465
Nat Commun. 2014 Nov 14;5:5457
pubmed: 25394515
Ann Oncol. 2016 Aug;27(8):1386-422
pubmed: 27380959
Bioinformatics. 2012 Jun 1;28(11):1530-2
pubmed: 22539670
Trends Cancer. 2015 Sep;1(1):76-91
pubmed: 28741564
Clin Exp Metastasis. 2016 Jan;33(1):3-13
pubmed: 26563151
J Clin Oncol. 2007 Oct 10;25(29):4575-80
pubmed: 17925551
J Gastrointest Oncol. 2016 Aug;7(4):556-61
pubmed: 27563445
Clin Cancer Res. 2013 Jun 15;19(12):3259-67
pubmed: 23620406
Cancer Cell. 2017 Aug 14;32(2):204-220.e15
pubmed: 28810145
Cancer. 2006 Apr 1;106(7):1624-33
pubmed: 16518827
Arch Ophthalmol. 2001 May;119(5):670-6
pubmed: 11346394
PLoS One. 2012;7(8):e42669
pubmed: 22912720
Clin Transl Oncol. 2011 Jun;13(6):419-25
pubmed: 21680303
Nature. 2014 Sep 11;513(7517):202-9
pubmed: 25079317
Breast Cancer Res Treat. 2012 Apr;132(2):523-35
pubmed: 21671017
Br J Ophthalmol. 2014 Jun;98(6):769-74
pubmed: 24169649
Eur J Surg Oncol. 2000 Apr;26(3):209-12
pubmed: 10753531
Nucleic Acids Res. 2013 Jan;41(Database issue):D991-5
pubmed: 23193258
Mol Oncol. 2014 Feb;8(1):119-28
pubmed: 24287398
Sci Rep. 2017 Mar 17;7:44564
pubmed: 28303962
Int J Cancer. 2005 Jun 10;115(2):256-62
pubmed: 15688387
Cancer Res. 2011 Feb 1;71(3):666-74
pubmed: 21135111
Invest Ophthalmol Vis Sci. 2016 Apr 1;57(4):1982-90
pubmed: 27096756
Surgery. 2000 Apr;127(4):383-9
pubmed: 10776428
Exp Cell Res. 2017 Apr 15;353(2):88-99
pubmed: 28284838
Nat Rev Cancer. 2009 Apr;9(4):274-84
pubmed: 19308067
Cell. 2018 Apr 5;173(2):400-416.e11
pubmed: 29625055
Eur J Cancer. 2010 Jul;46(11):2119-26
pubmed: 20570135
PLoS One. 2013 Jul 25;8(7):e70790
pubmed: 23936250
Int J Cancer. 2007 Nov 1;121(9):2005-12
pubmed: 17640062
Am J Hum Genet. 2016 Nov 3;99(5):1190-1198
pubmed: 27745836
Bioinformatics. 2013 Jan 1;29(1):15-21
pubmed: 23104886
J Clin Oncol. 2017 Jun 10;35(17):1938-1944
pubmed: 28426374
Br J Radiol. 2011 Jun;84(1002):556-65
pubmed: 21159807
Cancer Res. 2004 Oct 15;64(20):7205-9
pubmed: 15492234
Mod Pathol. 2017 Feb;30(2):246-254
pubmed: 27813512
Science. 2010 Dec 3;330(6009):1410-3
pubmed: 21051595
Clin Chem. 1999 Aug;45(8 Pt 1):1148-56
pubmed: 10430778
J Stat Softw. 2011 Mar;39(5):1-13
pubmed: 27065756

Auteurs

Petros Tsantoulis (P)

Hôpitaux Universitaires de Genève, Service d'Oncologie, Geneva, Switzerland. petros.tsantoulis@hcuge.ch.
University of Geneva, Geneva, Switzerland. petros.tsantoulis@hcuge.ch.
SIB Swiss Institute of Bioinformatics, Bioinformatics Core Facility, Lausanne, Switzerland. petros.tsantoulis@hcuge.ch.

Mauro Delorenzi (M)

SIB Swiss Institute of Bioinformatics, Bioinformatics Core Facility, Lausanne, Switzerland.
University Lausanne, Department of Fundamental Oncology, Lausanne, Switzerland.
Ludwig Institute for Cancer Research, Epalinges, Switzerland.

Ivan Bièche (I)

Institut Curie, Département de génétique, Paris, France.

Sophie Vacher (S)

Institut Curie, Département de génétique, Paris, France.

Pascale Mariani (P)

Institut Curie, Département de chirurgie, Paris, France.

Nathalie Cassoux (N)

Institut Curie, Département de chirurgie, Paris, France.

Alexandre Houy (A)

Institut Curie, Département de génétique, Paris, France.
Institut Curie, PSL Research University, INSERM U830, Paris, France.

Marc-Henri Stern (MH)

Institut Curie, Département de génétique, Paris, France.
Institut Curie, PSL Research University, INSERM U830, Paris, France.

Sergio Roman-Roman (S)

Institut Curie, PSL Research University, Translational Research Department, Paris, France.

Pierre-Yves Dietrich (PY)

Hôpitaux Universitaires de Genève, Service d'Oncologie, Geneva, Switzerland.
University of Geneva, Geneva, Switzerland.

Arnaud Roth (A)

Hôpitaux Universitaires de Genève, Service d'Oncologie, Geneva, Switzerland.
University of Geneva, Geneva, Switzerland.

Wulfran Cacheux (W)

Hôpitaux Universitaires de Genève, Service d'Oncologie, Geneva, Switzerland.
Institut Curie, Département de génétique, Paris, France.
Hôpital Privé - Pays de Savoie, Oncology department, Annemasse, France.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH