Cargando…
Molecular subtype and tumor characteristics of breast cancer metastases as assessed by gene expression significantly influence patient post-relapse survival
BACKGROUND: We and others have recently shown that tumor characteristics are altered throughout tumor progression. These findings emphasize the need for re-examination of tumor characteristics at relapse and have led to recommendations from ESMO and the Swedish Breast Cancer group. Here, we aim to d...
Autores principales: | , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4269343/ https://www.ncbi.nlm.nih.gov/pubmed/25361981 http://dx.doi.org/10.1093/annonc/mdu498 |
_version_ | 1782349347486171136 |
---|---|
author | Tobin, N. P. Harrell, J. C. Lövrot, J. Egyhazi Brage, S. Frostvik Stolt, M. Carlsson, L. Einbeigi, Z. Linderholm, B. Loman, N. Malmberg, M. Walz, T. Fernö, M. Perou, C. M. Bergh, J. Hatschek, T. Lindström, L. S. |
author_facet | Tobin, N. P. Harrell, J. C. Lövrot, J. Egyhazi Brage, S. Frostvik Stolt, M. Carlsson, L. Einbeigi, Z. Linderholm, B. Loman, N. Malmberg, M. Walz, T. Fernö, M. Perou, C. M. Bergh, J. Hatschek, T. Lindström, L. S. |
author_sort | Tobin, N. P. |
collection | PubMed |
description | BACKGROUND: We and others have recently shown that tumor characteristics are altered throughout tumor progression. These findings emphasize the need for re-examination of tumor characteristics at relapse and have led to recommendations from ESMO and the Swedish Breast Cancer group. Here, we aim to determine whether tumor characteristics and molecular subtypes in breast cancer metastases confer clinically relevant prognostic information for patients. PATIENTS AND METHODS: The translational aspect of the Swedish multicenter randomized trial called TEX included 111 patients with at least one biopsy from a morphologically confirmed locoregional or distant breast cancer metastasis diagnosed from December 2002 until June 2007. All patients had detailed clinical information, complete follow-up, and metastasis gene expression information (Affymetrix array GPL10379). We assessed the previously published gene expression modules describing biological processes [proliferation, apoptosis, human epidermal receptor 2 (HER2) and estrogen (ER) signaling, tumor invasion, immune response, and angiogenesis] and pathways (Ras, MAPK, PTEN, AKT-MTOR, PI3KCA, IGF1, Src, Myc, E2F3, and β-catenin) and the intrinsic subtypes (PAM50). Furthermore, by contrasting genes expressed in the metastases in relation to survival, we derived a poor metastasis survival signature. RESULTS: A significant reduction in post-relapse breast cancer-specific survival was associated with low-ER receptor signaling and apoptosis gene module scores, and high AKT-MTOR, Ras, and β-catenin module scores. Similarly, intrinsic subtyping of the metastases provided statistically significant post-relapse survival information with the worst survival outcome in the basal-like [hazard ratio (HR) 3.7; 95% confidence interval (CI) 1.3–10.9] and HER2-enriched (HR 4.4; 95% CI 1.5–12.8) subtypes compared with the luminal A subtype. Overall, 25% of the metastases were basal-like, 32% HER2-enriched, 10% luminal A, 28% luminal B, and 5% normal-like. CONCLUSIONS: We show that tumor characteristics and molecular subtypes of breast cancer metastases significantly influence post-relapse patient survival, emphasizing that molecular investigations at relapse provide prognostic and clinically relevant information. CLINICALTRIALS.GOV: This is the translational part of the Swedish multicenter and randomized trial TEX, clinicaltrials.gov identifier nct01433614 (http://www.clinicaltrials.gov/ct2/show/nct01433614). |
format | Online Article Text |
id | pubmed-4269343 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-42693432015-03-24 Molecular subtype and tumor characteristics of breast cancer metastases as assessed by gene expression significantly influence patient post-relapse survival Tobin, N. P. Harrell, J. C. Lövrot, J. Egyhazi Brage, S. Frostvik Stolt, M. Carlsson, L. Einbeigi, Z. Linderholm, B. Loman, N. Malmberg, M. Walz, T. Fernö, M. Perou, C. M. Bergh, J. Hatschek, T. Lindström, L. S. Ann Oncol Original Articles BACKGROUND: We and others have recently shown that tumor characteristics are altered throughout tumor progression. These findings emphasize the need for re-examination of tumor characteristics at relapse and have led to recommendations from ESMO and the Swedish Breast Cancer group. Here, we aim to determine whether tumor characteristics and molecular subtypes in breast cancer metastases confer clinically relevant prognostic information for patients. PATIENTS AND METHODS: The translational aspect of the Swedish multicenter randomized trial called TEX included 111 patients with at least one biopsy from a morphologically confirmed locoregional or distant breast cancer metastasis diagnosed from December 2002 until June 2007. All patients had detailed clinical information, complete follow-up, and metastasis gene expression information (Affymetrix array GPL10379). We assessed the previously published gene expression modules describing biological processes [proliferation, apoptosis, human epidermal receptor 2 (HER2) and estrogen (ER) signaling, tumor invasion, immune response, and angiogenesis] and pathways (Ras, MAPK, PTEN, AKT-MTOR, PI3KCA, IGF1, Src, Myc, E2F3, and β-catenin) and the intrinsic subtypes (PAM50). Furthermore, by contrasting genes expressed in the metastases in relation to survival, we derived a poor metastasis survival signature. RESULTS: A significant reduction in post-relapse breast cancer-specific survival was associated with low-ER receptor signaling and apoptosis gene module scores, and high AKT-MTOR, Ras, and β-catenin module scores. Similarly, intrinsic subtyping of the metastases provided statistically significant post-relapse survival information with the worst survival outcome in the basal-like [hazard ratio (HR) 3.7; 95% confidence interval (CI) 1.3–10.9] and HER2-enriched (HR 4.4; 95% CI 1.5–12.8) subtypes compared with the luminal A subtype. Overall, 25% of the metastases were basal-like, 32% HER2-enriched, 10% luminal A, 28% luminal B, and 5% normal-like. CONCLUSIONS: We show that tumor characteristics and molecular subtypes of breast cancer metastases significantly influence post-relapse patient survival, emphasizing that molecular investigations at relapse provide prognostic and clinically relevant information. CLINICALTRIALS.GOV: This is the translational part of the Swedish multicenter and randomized trial TEX, clinicaltrials.gov identifier nct01433614 (http://www.clinicaltrials.gov/ct2/show/nct01433614). Oxford University Press 2015-01 2014-10-31 /pmc/articles/PMC4269343/ /pubmed/25361981 http://dx.doi.org/10.1093/annonc/mdu498 Text en © The Author 2014. Published by Oxford University Press on behalf of the European Society for Medical Oncology. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Articles Tobin, N. P. Harrell, J. C. Lövrot, J. Egyhazi Brage, S. Frostvik Stolt, M. Carlsson, L. Einbeigi, Z. Linderholm, B. Loman, N. Malmberg, M. Walz, T. Fernö, M. Perou, C. M. Bergh, J. Hatschek, T. Lindström, L. S. Molecular subtype and tumor characteristics of breast cancer metastases as assessed by gene expression significantly influence patient post-relapse survival |
title | Molecular subtype and tumor characteristics of breast cancer metastases as assessed by gene expression significantly influence patient post-relapse survival |
title_full | Molecular subtype and tumor characteristics of breast cancer metastases as assessed by gene expression significantly influence patient post-relapse survival |
title_fullStr | Molecular subtype and tumor characteristics of breast cancer metastases as assessed by gene expression significantly influence patient post-relapse survival |
title_full_unstemmed | Molecular subtype and tumor characteristics of breast cancer metastases as assessed by gene expression significantly influence patient post-relapse survival |
title_short | Molecular subtype and tumor characteristics of breast cancer metastases as assessed by gene expression significantly influence patient post-relapse survival |
title_sort | molecular subtype and tumor characteristics of breast cancer metastases as assessed by gene expression significantly influence patient post-relapse survival |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4269343/ https://www.ncbi.nlm.nih.gov/pubmed/25361981 http://dx.doi.org/10.1093/annonc/mdu498 |
work_keys_str_mv | AT tobinnp molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT harrelljc molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT lovrotj molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT egyhazibrages molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT frostvikstoltm molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT carlssonl molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT einbeigiz molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT linderholmb molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT lomann molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT malmbergm molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT walzt molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT fernom molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT peroucm molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT berghj molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT hatschekt molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival AT lindstromls molecularsubtypeandtumorcharacteristicsofbreastcancermetastasesasassessedbygeneexpressionsignificantlyinfluencepatientpostrelapsesurvival |