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Canto LMD, Cury SS, Barros-Filho MC, Kupper BEC, Begnami MDFDS, Scapulatempo-Neto C, Carvalho RF, Marchi FA, Olsen DA, Madsen JS, Havelund BM, Aguiar S, Rogatto SR. Locally advanced rectal cancer transcriptomic-based secretome analysis reveals novel biomarkers useful to identify patients according to neoadjuvant chemoradiotherapy response. Sci Rep 2019; 9:8702. [PMID: 31213644 PMCID: PMC6582145 DOI: 10.1038/s41598-019-45151-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 05/31/2019] [Indexed: 12/24/2022] Open
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.
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Affiliation(s)
- Luisa Matos do Canto
- International Research Center - CIPE, A.C.Camargo Cancer Center, Sao Paulo, 04002-010, Brazil.,Department of Clinical Genetics, University Hospital of Southern Denmark, Vejle, 7100, Denmark
| | - Sarah Santiloni Cury
- Department of Morphology - Institute of Bioscience, São Paulo State University (UNESP), Botucatu, 18618689, Brazil
| | | | | | | | | | - Robson Francisco Carvalho
- Department of Morphology - Institute of Bioscience, São Paulo State University (UNESP), Botucatu, 18618689, Brazil
| | | | - Dorte Aalund Olsen
- Department of Biochemistry and Immunology, University Hospital of Southern Denmark, Vejle, 7100, Denmark
| | - Jonna Skov Madsen
- Department of Biochemistry and Immunology, University Hospital of Southern Denmark, Vejle, 7100, Denmark.,Danish Colorectal Cancer Center South, Vejle, 7100, Denmark.,Institute of Regional Health Research, Faculty of Health Sciences, University of Southern Denmark, Vejle, 7100, Denmark
| | - Birgitte Mayland Havelund
- Danish Colorectal Cancer Center South, Vejle, 7100, Denmark.,Department of Oncology, University Hospital of Southern Denmark, 7100, Vejle, Denmark
| | - Samuel Aguiar
- Department of Pelvic Surgery, A.C.Camargo Cancer Center, Sao Paulo, 04002-010, Brazil
| | - Silvia Regina Rogatto
- Department of Clinical Genetics, University Hospital of Southern Denmark, Vejle, 7100, Denmark. .,Danish Colorectal Cancer Center South, Vejle, 7100, Denmark. .,Institute of Regional Health Research, Faculty of Health Sciences, University of Southern Denmark, Vejle, 7100, Denmark.
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