Analyzing large scale gene expression data in colorectal cancer reveals important clues; CLCA1 and SELENBP1 downregulated in CRC not in normal and not in adenoma.
Colorectal cancer
GEO datasets
STRING
biomarker
early detection
protein-protein interactions
Journal
American journal of cancer research
ISSN: 2156-6976
Titre abrégé: Am J Cancer Res
Pays: United States
ID NLM: 101549944
Informations de publication
Date de publication:
2022
2022
Historique:
received:
08
09
2021
accepted:
26
11
2021
entrez:
10
2
2022
pubmed:
11
2
2022
medline:
11
2
2022
Statut:
epublish
Résumé
Early detection of colorectal cancer (CRC) increases the chances of survival and reduces the therapeutic problems and costs of treatment. Since molecular biomarkers can help us diagnose colorectal cancer early, we need to identify novel gene for predicting the early stages of tumorigenesis. Here, we integrated five independent CRC gene expression datasets derived from expression profiling by array comparing CRC with normal samples in: GSE21510, GSE4107, GSE25071, GSE15781 dataset, and GSE8671 dataset, including 64 samples from 32 patients comparing 32 colonic normal mucosa with 32 colorectal adenoma. To detect genes that expressed differentially in experimental circumstances of these datasets, we used web tool of GEO2R to compare groups of samples in the GEO data series. Furthermore, we constructed the protein-protein interactions network by STRING database for mostly downregulated genes and the expression of their members in PPI network were studied into five datasets separately. Also, the level of expression of selected biomarker genes in different stages of CRC compared to normal was studied. Our data revealed 17 common downregulated genes (average fold change (FC) in five tests ≥6) in CRC in comparison with normal (Test 1 to Test 4) and in adenoma compared with normal (Test 5). Studying of gene expression of PPI network members of these downregulated genes led to identifying of CLCA1, SELENBP1, CWC25, ACOT11, GUCY2C and ALDH1A1 as suppressor genes and PTGS2, PROCR, MOCS3 and NFS1 as oncogenes which respectively downregulated and upregulated in CRC. Since decreasing of gene expression was seen in CRC comparing with normal and due to no different expression seen for these 10 genes in adenoma, they, especially CLCA1 and SELENBP1, could be considered as biomarkers for early detection of CRC. Before using these signature genes in the clinic; however, further validations are required.
Types de publication
Journal Article
Langues
eng
Pagination
371-380Informations de copyright
AJCR Copyright © 2022.
Déclaration de conflit d'intérêts
None.
Références
J Clin Oncol. 2011 Jan 1;29(1):17-24
pubmed: 21098318
DNA Cell Biol. 2001 Jun;20(6):331-8
pubmed: 11445004
Mol Cancer Res. 2007 Dec;5(12):1263-75
pubmed: 18171984
Rep Biochem Mol Biol. 2021 Jan;9(4):442-451
pubmed: 33969138
CA Cancer J Clin. 2017 May 6;67(3):177-193
pubmed: 28248415
World J Gastroenterol. 2016 Sep 28;22(36):8070-7
pubmed: 27688649
BMC Cancer. 2018 Apr 16;18(1):433
pubmed: 29661177
Clin Cancer Res. 2007 Feb 15;13(4):1107-14
pubmed: 17317818
Nucleic Acids Res. 2019 Jan 8;47(D1):D607-D613
pubmed: 30476243
Proteomics. 2006 Jun;6(11):3466-76
pubmed: 16645984
Oncol Rep. 2014 Jun;31(6):2506-14
pubmed: 24737289
CA Cancer J Clin. 2020 May;70(3):145-164
pubmed: 32133645
Cell Commun Signal. 2017 Oct 3;15(1):38
pubmed: 28974231
Oncol Lett. 2019 Nov;18(5):5043-5054
pubmed: 31612015
Front Oncol. 2018 Nov 20;8:537
pubmed: 30524964
Oncogene. 2004 Feb 19;23(7):1377-91
pubmed: 14973550
Mass Spectrom Rev. 2019 Jan;38(1):79-111
pubmed: 29957823
BMC Bioinformatics. 2009 Jan 29;10:38
pubmed: 19178740
Genes Immun. 2011 Dec;12(8):653-62
pubmed: 21716316
Clin Cancer Res. 2011 Apr 15;17(8):2444-50
pubmed: 21270110
Nat Commun. 2013;4:2660
pubmed: 24154492
Aging (Albany NY). 2018 Oct 11;10(10):2570-2584
pubmed: 30312171
Mol Oncol. 2010 Feb;4(1):52-64
pubmed: 19969511
Br J Cancer. 2017 Nov 7;117(10):1537-1543
pubmed: 28881356
Cancer Med. 2021 Sep;10(17):6035-6047
pubmed: 34331381
CA Cancer J Clin. 2018 Nov;68(6):394-424
pubmed: 30207593
Oncol Lett. 2020 Jul;20(1):631-638
pubmed: 32565987
PLoS One. 2009 Aug 06;4(8):e6536
pubmed: 19657382
J Pathol Clin Res. 2017 Jul 14;3(3):155-170
pubmed: 28770100