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A model for co-expression pattern analysis of genes implicated in angiogenesis and tumour cell invasion in cervical cancer
To date, numerous genes have been identified which are involved in both tumour neovascularisation (angiogenesis) and tumour cell invasion, and most of them are also expressed to some extent under normal physiological conditions. However, little is known about how these genes co-express in these sett...
Autores principales: | , , , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
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Nature Publishing Group
2002
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2376148/ https://www.ncbi.nlm.nih.gov/pubmed/12189553 http://dx.doi.org/10.1038/sj.bjc.6600471 |
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author | Van Trappen, P O Ryan, A Carroll, M Lecoeur, C Goff, L Gyselman, V G Young, B D Lowe, D G Pepper, M S Shepherd, J H Jacobs, I J |
author_facet | Van Trappen, P O Ryan, A Carroll, M Lecoeur, C Goff, L Gyselman, V G Young, B D Lowe, D G Pepper, M S Shepherd, J H Jacobs, I J |
author_sort | Van Trappen, P O |
collection | PubMed |
description | To date, numerous genes have been identified which are involved in both tumour neovascularisation (angiogenesis) and tumour cell invasion, and most of them are also expressed to some extent under normal physiological conditions. However, little is known about how these genes co-express in these settings. This study was undertaken to quantitate mRNA levels in normal and malignant cervical tissues of nine selected genes (VEGF(121), VEGF(165), VEGF(189), VEGF-C, eIF-4E, b-FGF, TSP-2, MMP-2 and MMP-9) implicated in the above processes using real-time quantitative RT–PCR. In addition, the Spearman's rank correlation was used to determine their co-expression patterns. The transcript levels for the different VEGF-A splice variants (VEGF(121), VEGF(165), VEGF(189)) were at least 10-fold higher in the cancer cases, with the highest levels in the primary tumours demonstrating lympho-vascular space involvement. The lymphangiogenic factor VEGF-C and MMP-9 were upregulated 130- and 80-fold respectively in cervical cancers. The highest levels of VEGF-C mRNA were found in the lymph-node positive group. The transcript levels for b-FGF were similar in normal cervical tissue and early-stage cervical cancer, however, higher levels were found in the cervical cancers with advanced stage disease. Comparing gene transcript levels between recurrent and non-recurrent cervical cancer patients revealed significant differences (P=0.038) in transcript levels for the angiogenesis inhibitor TSP-2, with the highest levels in non-recurrent cases. Co-expression pattern analysis in normal cervical tissue revealed highly significant co-expressions (P<0.0001) between TSP-2 and most other genes analysed (VEGF(121), VEGF(165), VEGF-C, b-FGF and MMP-2). In cervical cancer, TSP-2 appears only to be highly co-expressed with MMP-2 (P<0.0001). In contrast to normal cervical tissue, we found a highly significant co-expression (P<0.0001) between MMP-9 and VEGF(189) in cervical cancer. The combined application of real-time quantitative RT–PCR and Spearman's rank correlation identifies gene transcripts which are simultaneously co-expressed. Our results revealed a significant co-expression between the angiogenesis inhibitor TSP-2 and most other genes analysed in normal cervical tissue. In cervical cancer, we found a strong upregulation of VEGF-C and MMP-9 mRNA, with a highly significant co-expression between MMP-9 and VEGF(189). British Journal of Cancer (2002) 87, 537–544. doi:10.1038/sj.bjc.6600471 www.bjcancer.com © 2002 Cancer Research UK |
format | Text |
id | pubmed-2376148 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2002 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-23761482009-09-10 A model for co-expression pattern analysis of genes implicated in angiogenesis and tumour cell invasion in cervical cancer Van Trappen, P O Ryan, A Carroll, M Lecoeur, C Goff, L Gyselman, V G Young, B D Lowe, D G Pepper, M S Shepherd, J H Jacobs, I J Br J Cancer Molecular and Cellular Pathology To date, numerous genes have been identified which are involved in both tumour neovascularisation (angiogenesis) and tumour cell invasion, and most of them are also expressed to some extent under normal physiological conditions. However, little is known about how these genes co-express in these settings. This study was undertaken to quantitate mRNA levels in normal and malignant cervical tissues of nine selected genes (VEGF(121), VEGF(165), VEGF(189), VEGF-C, eIF-4E, b-FGF, TSP-2, MMP-2 and MMP-9) implicated in the above processes using real-time quantitative RT–PCR. In addition, the Spearman's rank correlation was used to determine their co-expression patterns. The transcript levels for the different VEGF-A splice variants (VEGF(121), VEGF(165), VEGF(189)) were at least 10-fold higher in the cancer cases, with the highest levels in the primary tumours demonstrating lympho-vascular space involvement. The lymphangiogenic factor VEGF-C and MMP-9 were upregulated 130- and 80-fold respectively in cervical cancers. The highest levels of VEGF-C mRNA were found in the lymph-node positive group. The transcript levels for b-FGF were similar in normal cervical tissue and early-stage cervical cancer, however, higher levels were found in the cervical cancers with advanced stage disease. Comparing gene transcript levels between recurrent and non-recurrent cervical cancer patients revealed significant differences (P=0.038) in transcript levels for the angiogenesis inhibitor TSP-2, with the highest levels in non-recurrent cases. Co-expression pattern analysis in normal cervical tissue revealed highly significant co-expressions (P<0.0001) between TSP-2 and most other genes analysed (VEGF(121), VEGF(165), VEGF-C, b-FGF and MMP-2). In cervical cancer, TSP-2 appears only to be highly co-expressed with MMP-2 (P<0.0001). In contrast to normal cervical tissue, we found a highly significant co-expression (P<0.0001) between MMP-9 and VEGF(189) in cervical cancer. The combined application of real-time quantitative RT–PCR and Spearman's rank correlation identifies gene transcripts which are simultaneously co-expressed. Our results revealed a significant co-expression between the angiogenesis inhibitor TSP-2 and most other genes analysed in normal cervical tissue. In cervical cancer, we found a strong upregulation of VEGF-C and MMP-9 mRNA, with a highly significant co-expression between MMP-9 and VEGF(189). British Journal of Cancer (2002) 87, 537–544. doi:10.1038/sj.bjc.6600471 www.bjcancer.com © 2002 Cancer Research UK Nature Publishing Group 2002-08-27 /pmc/articles/PMC2376148/ /pubmed/12189553 http://dx.doi.org/10.1038/sj.bjc.6600471 Text en Copyright © 2002 Cancer Research UK https://creativecommons.org/licenses/by/4.0/This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material.If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Molecular and Cellular Pathology Van Trappen, P O Ryan, A Carroll, M Lecoeur, C Goff, L Gyselman, V G Young, B D Lowe, D G Pepper, M S Shepherd, J H Jacobs, I J A model for co-expression pattern analysis of genes implicated in angiogenesis and tumour cell invasion in cervical cancer |
title | A model for co-expression pattern analysis of genes implicated in angiogenesis and tumour cell invasion in cervical cancer |
title_full | A model for co-expression pattern analysis of genes implicated in angiogenesis and tumour cell invasion in cervical cancer |
title_fullStr | A model for co-expression pattern analysis of genes implicated in angiogenesis and tumour cell invasion in cervical cancer |
title_full_unstemmed | A model for co-expression pattern analysis of genes implicated in angiogenesis and tumour cell invasion in cervical cancer |
title_short | A model for co-expression pattern analysis of genes implicated in angiogenesis and tumour cell invasion in cervical cancer |
title_sort | model for co-expression pattern analysis of genes implicated in angiogenesis and tumour cell invasion in cervical cancer |
topic | Molecular and Cellular Pathology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2376148/ https://www.ncbi.nlm.nih.gov/pubmed/12189553 http://dx.doi.org/10.1038/sj.bjc.6600471 |
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