Targeted multiplex proteomics for molecular prescreening and biomarker discovery in metastatic colorectal cancer.
Garazi SernaFiorella Ruiz-PaceFabiola CecchiRoberta FasaniJose JimenezSheeno ThyparambilStefania LandolfiElena ElezAna VivancosTodd HembroughJosep TaberneroRodrigo DienstmannPaolo G NuciforoPublished in: Scientific reports (2019)
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.
Keyphrases
- wild type
- metastatic colorectal cancer
- free survival
- small cell lung cancer
- clinical trial
- end stage renal disease
- cancer therapy
- high throughput
- epidermal growth factor receptor
- mass spectrometry
- chronic kidney disease
- tyrosine kinase
- newly diagnosed
- ejection fraction
- binding protein
- poor prognosis
- small molecule
- squamous cell carcinoma
- cell proliferation
- stem cells
- protein protein
- copy number
- papillary thyroid
- randomized controlled trial
- healthcare
- big data
- single cell
- electronic health record
- prognostic factors
- pi k akt
- dna methylation
- squamous cell
- genome wide
- bone marrow
- gene expression
- case report
- artificial intelligence
- mesenchymal stem cells
- drug induced
- double blind