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Targeted multiplex proteomics for molecular prescreening and biomarker discovery in metastatic colorectal cancer

Authors :
Roberta Fasani
Stefania Landolfi
Sheeno Thyparambil
Fiorella Ruiz-Pace
Fabiola Cecchi
Paolo Nuciforo
Garazi Serna
Elena Elez
José Antonio Jiménez
Rodrigo Dienstmann
Josep Tabernero
Todd Hembrough
Ana Vivancos
[Garazi S, Fasani R, Jimenez J, Nuciforo PG] Grup d’Oncologia Molecular, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain. [Ruiz-Pace F, Dienstmann R] Grup d’Oncology Data Science (ODysSey), Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain. [Cecchi F, Thyparambil S] NantOmics, LLC, Rockville, MD, USA. [Landolfi S] Servei d’Anatomia Patològica, Vall d'Hebron Hospital Universitari, Barcelona, Spain. Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain. [Elez E, Tabernero J] Servei de Medicina Oncològica, Vall d'Hebron Hospital Universitari, Barcelona, Spain. [Vivancos, A] Grup de Genòmica del Càncer, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
Hospital Universitari Vall d'Hebron
Vall d'Hebron Barcelona Hospital Campus
Source :
Scientific Reports, Vol 9, Iss 1, Pp 1-10 (2019), Scientia, Recercat. Dipósit de la Recerca de Catalunya, instname, Recercat: Dipósit de la Recerca de Catalunya, Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya), Scientific Reports
Publication Year :
2019
Publisher :
Nature Publishing Group, 2019.

Abstract

Biomarcadores del cáncer; Cáncer metástico colorrectal; Terapias experimentales Cancer biomarkers; Colorectal metastatic cancer; Experimental therapies Biomarcadors del càncer; Càncer metastàtic colorrectal; Teràpies experimentals Protein biomarkers are widely used in cancer diagnosis, prognosis, and prediction of treatment response. Here we introduce the use of targeted multiplex proteomics (TMP) as a tool to simultaneously measure a panel of 54 proteins involved in oncogenic, tumour suppression, drug metabolism and resistance, in patients with metastatic colorectal cancer (mCRC). TMP provided valuable diagnostic information by unmasking an occult neuroendocrine differentiation and identifying a misclassified case based on abnormal proteins phenotype. No significant differences in protein levels between unpaired primary and metastatic samples were observed. Four proteins were found differentially expressed in KRAS-mutant as compared to wild-type tumours (overexpressed in mutant: KRAS, EGFR; overexpressed in wild-type: TOPO1, TOP2A). Survival analyses revealed the association between mesothelin expression and poor overall survival, whereas lack of PTEN protein expression associated with lower progression-free survival with anti-EGFR-based therapy in the first-line setting for patients with RAS wild-type tumour. Finally, outlier analysis identified putative targetable proteins in 65% of patients lacking a targetable genomic alteration. Our data show that TMP constitutes a promising, novel molecular prescreening tool in mCRC to identify protein expression alterations that may impact on patient outcomes and more precisely guide patient eligibility to clinical trials with novel targeted experimental therapies.

Subjects

Subjects :
Male
Proteomics
0301 basic medicine
Colorectal cancer
Digestive System Diseases::Digestive System Neoplasms::Gastrointestinal Neoplasms::Intestinal Neoplasms::Digestive System Diseases::Digestive System Diseases::Digestive System Diseases::Digestive System Diseases::Colorectal Neoplasms [DISEASES]
factores biológicos::biomarcadores::marcadores tumorales [COMPUESTOS QUÍMICOS Y DROGAS]
lcsh:Medicine
medicine.disease_cause
Neuroendocrine differentiation
0302 clinical medicine
Other subheadings::/diagnosis [Other subheadings]
Neoplasm Metastasis
Biomarker discovery
lcsh:Science
Multidisciplinary
Molecular medicine
biology
Middle Aged
Prognosis
Phenotype
Colon cancer
Gene Expression Regulation, Neoplastic
Mesothelin
Female
Enfermedades del Sistema Digestivo::Neoplasias del Sistema Digestivo::Neoplasias Gastrointestinales::Neoplasias Intestinales::Enfermedades del Sistema Digestivo::Enfermedades del Sistema Digestivo::Enfermedades del Sistema Digestivo::Enfermedades del Sistema Digestivo::Neoplasias Colorrectales [ENFERMEDADES]
KRAS
Colorectal Neoplasms
Adult
Otros calificadores::/diagnóstico [Otros calificadores]
GPI-Linked Proteins
Predictive markers
Article
Proto-Oncogene Proteins p21(ras)
03 medical and health sciences
medicine
Humans
Biological Factors::Biomarkers::Biomarkers, Tumor [CHEMICALS AND DRUGS]
enfermedades del sistema digestivo::neoplasias del sistema digestivo::neoplasias gastrointestinales::neoplasias intestinales::enfermedades del sistema digestivo::enfermedades del sistema digestivo::enfermedades del sistema digestivo::enfermedades del sistema digestivo::neoplasias colorrectales [ENFERMEDADES]
Aged
business.industry
Marcadors tumorals
lcsh:R
PTEN Phosphohydrolase
Cancer
medicine.disease
Survival Analysis
030104 developmental biology
Mutation
biology.protein
Cancer research
Còlon - Càncer - Diagnòstic
lcsh:Q
business
Biomarkers
030217 neurology & neurosurgery

Details

Language :
English
ISSN :
20452322
Volume :
9
Issue :
1
Database :
OpenAIRE
Journal :
Scientific Reports
Accession number :
edsair.doi.dedup.....84b2b67c8ba6d367814f1b9148c1cca9