The adaptation of colorectal cancer cells when forming metastases in the liver: expression of associated genes and pathways in a mouse model

Abstract Background Colorectal cancer (CRC) is the second leading cause of cancer-related death in men and women. Systemic disease with metastatic spread to distant sites such as the liver reduces the survival rate considerably. The aim of this study was to investigate the changes in gene expression...

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Main Authors: Derya Bocuk, Alexander Wolff, Petra Krause, Gabriela Salinas, Annalen Bleckmann, Christina Hackl, Tim Beissbarth, Sarah Koenig
Format: Article
Language:English
Published: BMC 2017-05-01
Series:BMC Cancer
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12885-017-3342-1
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spelling doaj-013dcd4c0472480d8a88b5a849124eb62020-11-24T21:35:02ZengBMCBMC Cancer1471-24072017-05-0117111510.1186/s12885-017-3342-1The adaptation of colorectal cancer cells when forming metastases in the liver: expression of associated genes and pathways in a mouse modelDerya Bocuk0Alexander Wolff1Petra Krause2Gabriela Salinas3Annalen Bleckmann4Christina Hackl5Tim Beissbarth6Sarah Koenig7Department of General, Visceral and Paediatric Surgery, University Medical Centre, Georg – August – University GoettingenStatistical Bioinformatics, Department of Medical Statistics, University Medical Centre, Georg – August – University GoettingenDepartment of General, Visceral and Paediatric Surgery, University Medical Centre, Georg – August – University GoettingenMicroarray and Deep-Sequencing Core Facility, Institute for Developmental Biochemistry, University Medical Centre, Georg – August – University GoettingenStatistical Bioinformatics, Department of Medical Statistics, University Medical Centre, Georg – August – University GoettingenDepartment of Surgery, University Hospital RegensburgStatistical Bioinformatics, Department of Medical Statistics, University Medical Centre, Georg – August – University GoettingenDepartment of General, Visceral and Paediatric Surgery, University Medical Centre, Georg – August – University GoettingenAbstract Background Colorectal cancer (CRC) is the second leading cause of cancer-related death in men and women. Systemic disease with metastatic spread to distant sites such as the liver reduces the survival rate considerably. The aim of this study was to investigate the changes in gene expression that occur on invasion and expansion of CRC cells when forming metastases in the liver. Methods The livers of syngeneic C57BL/6NCrl mice were inoculated with 1 million CRC cells (CMT-93) via the portal vein, leading to the stable formation of metastases within 4 weeks. RNA sequencing performed on the Illumina platform was employed to evaluate the expression profiles of more than 14,000 genes, utilizing the RNA of the cell line cells and liver metastases as well as from corresponding tumour-free liver. Results A total of 3329 differentially expressed genes (DEGs) were identified when cultured CMT-93 cells propagated as metastases in the liver. Hierarchical clustering on heat maps demonstrated the clear changes in gene expression of CMT-93 cells on propagation in the liver. Gene ontology analysis determined inflammation, angiogenesis, and signal transduction as the top three relevant biological processes involved. Using a selection list, matrix metallopeptidases 2, 7, and 9, wnt inhibitory factor, and chemokine receptor 4 were the top five significantly dysregulated genes. Conclusion Bioinformatics assists in elucidating the factors and processes involved in CRC liver metastasis. Our results support the notion of an invasion-metastasis cascade involving CRC cells forming metastases on successful invasion and expansion within the liver. Furthermore, we identified a gene expression signature correlating strongly with invasiveness and migration. Our findings may guide future research on novel therapeutic targets in the treatment of CRC liver metastasis.http://link.springer.com/article/10.1186/s12885-017-3342-1Colorectal cancer (CRC)RNA-sequencingGene expressionLiver metastasis
collection DOAJ
language English
format Article
sources DOAJ
author Derya Bocuk
Alexander Wolff
Petra Krause
Gabriela Salinas
Annalen Bleckmann
Christina Hackl
Tim Beissbarth
Sarah Koenig
spellingShingle Derya Bocuk
Alexander Wolff
Petra Krause
Gabriela Salinas
Annalen Bleckmann
Christina Hackl
Tim Beissbarth
Sarah Koenig
The adaptation of colorectal cancer cells when forming metastases in the liver: expression of associated genes and pathways in a mouse model
BMC Cancer
Colorectal cancer (CRC)
RNA-sequencing
Gene expression
Liver metastasis
author_facet Derya Bocuk
Alexander Wolff
Petra Krause
Gabriela Salinas
Annalen Bleckmann
Christina Hackl
Tim Beissbarth
Sarah Koenig
author_sort Derya Bocuk
title The adaptation of colorectal cancer cells when forming metastases in the liver: expression of associated genes and pathways in a mouse model
title_short The adaptation of colorectal cancer cells when forming metastases in the liver: expression of associated genes and pathways in a mouse model
title_full The adaptation of colorectal cancer cells when forming metastases in the liver: expression of associated genes and pathways in a mouse model
title_fullStr The adaptation of colorectal cancer cells when forming metastases in the liver: expression of associated genes and pathways in a mouse model
title_full_unstemmed The adaptation of colorectal cancer cells when forming metastases in the liver: expression of associated genes and pathways in a mouse model
title_sort adaptation of colorectal cancer cells when forming metastases in the liver: expression of associated genes and pathways in a mouse model
publisher BMC
series BMC Cancer
issn 1471-2407
publishDate 2017-05-01
description Abstract Background Colorectal cancer (CRC) is the second leading cause of cancer-related death in men and women. Systemic disease with metastatic spread to distant sites such as the liver reduces the survival rate considerably. The aim of this study was to investigate the changes in gene expression that occur on invasion and expansion of CRC cells when forming metastases in the liver. Methods The livers of syngeneic C57BL/6NCrl mice were inoculated with 1 million CRC cells (CMT-93) via the portal vein, leading to the stable formation of metastases within 4 weeks. RNA sequencing performed on the Illumina platform was employed to evaluate the expression profiles of more than 14,000 genes, utilizing the RNA of the cell line cells and liver metastases as well as from corresponding tumour-free liver. Results A total of 3329 differentially expressed genes (DEGs) were identified when cultured CMT-93 cells propagated as metastases in the liver. Hierarchical clustering on heat maps demonstrated the clear changes in gene expression of CMT-93 cells on propagation in the liver. Gene ontology analysis determined inflammation, angiogenesis, and signal transduction as the top three relevant biological processes involved. Using a selection list, matrix metallopeptidases 2, 7, and 9, wnt inhibitory factor, and chemokine receptor 4 were the top five significantly dysregulated genes. Conclusion Bioinformatics assists in elucidating the factors and processes involved in CRC liver metastasis. Our results support the notion of an invasion-metastasis cascade involving CRC cells forming metastases on successful invasion and expansion within the liver. Furthermore, we identified a gene expression signature correlating strongly with invasiveness and migration. Our findings may guide future research on novel therapeutic targets in the treatment of CRC liver metastasis.
topic Colorectal cancer (CRC)
RNA-sequencing
Gene expression
Liver metastasis
url http://link.springer.com/article/10.1186/s12885-017-3342-1
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