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Locally advanced rectal cancer transcriptomic-based secretome analysis reveals novel biomarkers useful to identify patients according to neoadjuvant chemoradiotherapy response.
- Source :
-
Scientific reports [Sci Rep] 2019 Jun 18; Vol. 9 (1), pp. 8702. Date of Electronic Publication: 2019 Jun 18. - Publication Year :
- 2019
-
Abstract
- Most patients with locally advanced rectal cancer (LARC) present incomplete pathological response (pIR) to neoadjuvant chemoradiotherapy (nCRT). Despite the efforts to predict treatment response using tumor-molecular features, as differentially expressed genes, no molecule has proved to be a strong biomarker. The tumor secretome analysis is a promising strategy for biomarkers identification, which can be assessed using transcriptomic data. We performed transcriptomic-based secretome analysis to select potentially secreted proteins using an in silico approach. The tumor expression profile of 28 LARC biopsies collected before nCRT was compared with normal rectal tissues (NT). The expression profile showed no significant differences between complete (pCR) and incomplete responders to nCRT. Genes with increased expression (pCR = 106 and pIR = 357) were used for secretome analysis based on public databases (Vesiclepedia, Human Cancer Secretome, and Plasma Proteome). Seventeen potentially secreted candidates (pCR = 1, pIR = 13 and 3 in both groups) were further investigated in two independent datasets (TCGA and GSE68204) confirming their over-expression in LARC and association with nCRT response (GSE68204). The expression of circulating amphiregulin and cMET proteins was confirmed in serum from 14 LARC patients. Future studies in liquid biopsies could confirm the utility of these proteins for personalized treatment in LARC patients.
- Subjects :
- Adult
Aged
Aged, 80 and over
Biomarkers, Tumor metabolism
Cluster Analysis
Cohort Studies
Female
Humans
Male
Middle Aged
Neoadjuvant Therapy
Proteome metabolism
Rectal Neoplasms metabolism
Treatment Outcome
Biomarkers, Tumor genetics
Chemoradiotherapy methods
Gene Expression Profiling methods
Proteome genetics
Rectal Neoplasms genetics
Rectal Neoplasms therapy
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 9
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 31213644
- Full Text :
- https://doi.org/10.1038/s41598-019-45151-w