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A specific gene expression signature for visceral organ metastasis in breast cancer

BACKGROUND: Visceral organ metastasis is associated with poor survival outcomes in terms of metastasis free- and overall survival in breast carcinomas. Identification of a gene expression profile in tumours that selects a subpopulation of patients that is more likely to develop visceral organ metast...

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Autores principales: Savci-Heijink, C. D., Halfwerk, H., Koster, J., Horlings, H. M., van de Vijver, M. J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6454625/
https://www.ncbi.nlm.nih.gov/pubmed/30961553
http://dx.doi.org/10.1186/s12885-019-5554-z
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author Savci-Heijink, C. D.
Halfwerk, H.
Koster, J.
Horlings, H. M.
van de Vijver, M. J.
author_facet Savci-Heijink, C. D.
Halfwerk, H.
Koster, J.
Horlings, H. M.
van de Vijver, M. J.
author_sort Savci-Heijink, C. D.
collection PubMed
description BACKGROUND: Visceral organ metastasis is associated with poor survival outcomes in terms of metastasis free- and overall survival in breast carcinomas. Identification of a gene expression profile in tumours that selects a subpopulation of patients that is more likely to develop visceral organ metastases will help elucidate mechanisms for the development of distant metastases and could be of clinical value. With this study we aimed to determine genomic predictors that would help to distinguish breast cancer patients with more likelihood to develop visceral metastasis. METHODS: Gene expression profiling data of 157 primary tumours from breast cancer patients who developed distant metastases were analyzed and differentially expressed genes between the group of tumours with visceral metastasis and the those without visceral metastases were identified. Published data were used to validate our findings. Multivariate logistic regression tests were applied to further investigate the association between the gene-expression-signature and clinical variables. Survival analyses were performed by the Kaplan-Meier method. RESULTS: Fourteen differentially expressed genes (WDR6, CDYL, ATP6V0A4, CHAD, IDUA, MYL5, PREP, RTN4IP1, BTG2, TPRG1, ABHD14A, KIF18A, S100PBP and BEND3) were identified between the group of tumours with and without visceral metastatic disease. Five of these genes (CDYL, ATP6V0A4, PREP, RTN4IP1 and KIF18A) were up-regulated and the other genes were down-regulated. This gene expression signature was validated in the training and in the independent data set (p 2.13e− 08 and p 9.68e− 06, respectively). Multivariate analyses revealed that the 14-gene-expression-signature was associated with visceral metastatic disease (p 0.001, 95% CI 1.43–4.27), independent of other clinicopathologic features. This signature has been also found to be associated with survival status of the patients (p < .001). CONCLUSION: We have identified an unique gene expression signature which is specific to visceral metastasis. This 14-gene-expression-signature may play a role in identifying the subgroup of patients with potential to develop visceral metastasis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12885-019-5554-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-64546252019-04-19 A specific gene expression signature for visceral organ metastasis in breast cancer Savci-Heijink, C. D. Halfwerk, H. Koster, J. Horlings, H. M. van de Vijver, M. J. BMC Cancer Research Article BACKGROUND: Visceral organ metastasis is associated with poor survival outcomes in terms of metastasis free- and overall survival in breast carcinomas. Identification of a gene expression profile in tumours that selects a subpopulation of patients that is more likely to develop visceral organ metastases will help elucidate mechanisms for the development of distant metastases and could be of clinical value. With this study we aimed to determine genomic predictors that would help to distinguish breast cancer patients with more likelihood to develop visceral metastasis. METHODS: Gene expression profiling data of 157 primary tumours from breast cancer patients who developed distant metastases were analyzed and differentially expressed genes between the group of tumours with visceral metastasis and the those without visceral metastases were identified. Published data were used to validate our findings. Multivariate logistic regression tests were applied to further investigate the association between the gene-expression-signature and clinical variables. Survival analyses were performed by the Kaplan-Meier method. RESULTS: Fourteen differentially expressed genes (WDR6, CDYL, ATP6V0A4, CHAD, IDUA, MYL5, PREP, RTN4IP1, BTG2, TPRG1, ABHD14A, KIF18A, S100PBP and BEND3) were identified between the group of tumours with and without visceral metastatic disease. Five of these genes (CDYL, ATP6V0A4, PREP, RTN4IP1 and KIF18A) were up-regulated and the other genes were down-regulated. This gene expression signature was validated in the training and in the independent data set (p 2.13e− 08 and p 9.68e− 06, respectively). Multivariate analyses revealed that the 14-gene-expression-signature was associated with visceral metastatic disease (p 0.001, 95% CI 1.43–4.27), independent of other clinicopathologic features. This signature has been also found to be associated with survival status of the patients (p < .001). CONCLUSION: We have identified an unique gene expression signature which is specific to visceral metastasis. This 14-gene-expression-signature may play a role in identifying the subgroup of patients with potential to develop visceral metastasis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12885-019-5554-z) contains supplementary material, which is available to authorized users. BioMed Central 2019-04-08 /pmc/articles/PMC6454625/ /pubmed/30961553 http://dx.doi.org/10.1186/s12885-019-5554-z Text en © The Author(s). 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Savci-Heijink, C. D.
Halfwerk, H.
Koster, J.
Horlings, H. M.
van de Vijver, M. J.
A specific gene expression signature for visceral organ metastasis in breast cancer
title A specific gene expression signature for visceral organ metastasis in breast cancer
title_full A specific gene expression signature for visceral organ metastasis in breast cancer
title_fullStr A specific gene expression signature for visceral organ metastasis in breast cancer
title_full_unstemmed A specific gene expression signature for visceral organ metastasis in breast cancer
title_short A specific gene expression signature for visceral organ metastasis in breast cancer
title_sort specific gene expression signature for visceral organ metastasis in breast cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6454625/
https://www.ncbi.nlm.nih.gov/pubmed/30961553
http://dx.doi.org/10.1186/s12885-019-5554-z
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