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An Integrative Omics Approach Reveals Involvement of BRCA1 in Hepatic Metastatic Progression of Colorectal Cancer
- Source :
- Addi. Archivo Digital para la Docencia y la Investigación, instname, Cancers, Volume 12, Issue 9, Cancers, Vol 12, Iss 2380, p 2380 (2020), Addi: Archivo Digital para la Docencia y la Investigación, Universidad del País Vasco
- Publication Year :
- 2020
- Publisher :
- MDPI, 2020.
-
Abstract
- (1) Background &amp<br />Aims: The roles of different cells in the tumor microenvironment (TME) are critical to the metastatic process. The phenotypic transformation of the liver cells is one of the most important stages of the hepatic metastasis progression of colorectal cancer (CRC). Our aim was to identify the major molecules (i.e., genes, miRNAs and proteins) involved in this process. (2) Methods: We isolated and performed whole-genome analysis of gene, miRNA, and protein expression in three types of liver cells (Ito cells, Kupffer cells, and liver sinusoidal endothelial cells) from the TME of a murine model of CRC liver metastasis. We selected the statistically significant differentially expressed molecules using the Student's t-test with Benjamini-Hochberg correction and performed functional statistically-significant enrichment analysis of differentially expressed molecules with hypergeometric distribution using the curated collection of molecular signatures, MSigDB. To build a gene-miRNA-protein network centered in Brca1, we developed a software package (miRDiana) that collects miRNA targets from the union of the TargetScan, MicroCosm, mirTarBase, and miRWalk databases. This was used to search for miRNAs targeting Brca1. We validated the most relevant miRNAs with real-time quantitative PCR. To investigate BRCA1 protein expression, we built tissue microarrays (TMAs) from hepatic metastases of 34 CRC patients. (3) Results: Using integrated omics analyses, we observed that the Brca1 gene is among the twenty transcripts simultaneously up-regulated in all three types of TME liver cells during metastasis. Further analysis revealed that Brca1 is the last BRCA1-associated genome surveillance complex (BASC) gene activated in the TME. We confirmed this finding in human reanalyzing transcriptomics datasets from 184 patients from non-tumor colorectal tissue, primary colorectal tumor and colorectal liver metastasis of the GEO database. We found that the most probable sequence of cell activation during metastasis is Endothelial&rarr<br />Ito&rarr<br />Kupffer. Immunohistochemical analysis of human liver metastases showed the BRCA1 protein was co-localized in Ito, Kupffer, and endothelial cells in 81.8% of early or synchronous metastases. However, in the greater part of the metachronous liver metastases, this protein was not expressed in any of these TME cells. (4) Conclusions: These results suggest a possible role of the co-expression of BRCA1 in Ito, Kupffer, and sinusoidal endothelial cells in the early occurrence of CRC liver metastases, and point to BRCA1 as a potential TME biomarker.
- Subjects :
- 0301 basic medicine
Cancer Research
Colorectal cancer
colorectal cancer
Biology
lcsh:RC254-282
Article
Metastasis
Transcriptome
03 medical and health sciences
transcriptomics
0302 clinical medicine
proteomics
BRCA1-associated genome surveillance complex
microRNA
medicine
tumor microenvironment
Tumor microenvironment
Tissue microarray
tissue microarray
medicine.disease
lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens
BRCA1
3. Good health
liver metastasis
030104 developmental biology
Oncology
030220 oncology & carcinogenesis
miRNAs
Hepatic stellate cell
Cancer research
Cell activation
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Addi. Archivo Digital para la Docencia y la Investigación, instname, Cancers, Volume 12, Issue 9, Cancers, Vol 12, Iss 2380, p 2380 (2020), Addi: Archivo Digital para la Docencia y la Investigación, Universidad del País Vasco
- Accession number :
- edsair.doi.dedup.....8cfaeeafefe7bef8e0a27948c8a85652