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Association of germline genetic variants with breast cancer-specific survival in patient subgroups defined by clinic-pathological variables related to tumor biology and type of systemic treatment
BACKGROUND: Given the high heterogeneity among breast tumors, associations between common germline genetic variants and survival that may exist within specific subgroups could go undetected in an unstratified set of breast cancer patients. METHODS: We performed genome-wide association analyses withi...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8371820/ https://www.ncbi.nlm.nih.gov/pubmed/34407845 http://dx.doi.org/10.1186/s13058-021-01450-7 |
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author | Morra, Anna Escala-Garcia, Maria Beesley, Jonathan Keeman, Renske Canisius, Sander Ahearn, Thomas U. Andrulis, Irene L. Anton-Culver, Hoda Arndt, Volker Auer, Paul L. Augustinsson, Annelie Beane Freeman, Laura E. Becher, Heiko Beckmann, Matthias W. Behrens, Sabine Bojesen, Stig E. Bolla, Manjeet K. Brenner, Hermann Brüning, Thomas Buys, Saundra S. Caan, Bette Campa, Daniele Canzian, Federico Castelao, Jose E. Chang-Claude, Jenny Chanock, Stephen J. Cheng, Ting-Yuan David Clarke, Christine L. Colonna, Sarah V. Couch, Fergus J. Cox, Angela Cross, Simon S. Czene, Kamila Daly, Mary B. Dennis, Joe Dörk, Thilo Dossus, Laure Dunning, Alison M. Dwek, Miriam Eccles, Diana M. Ekici, Arif B. Eliassen, A. Heather Eriksson, Mikael Evans, D. Gareth Fasching, Peter A. Flyger, Henrik Fritschi, Lin Gago-Dominguez, Manuela García-Sáenz, José A. Giles, Graham G. Grip, Mervi Guénel, Pascal Gündert, Melanie Hahnen, Eric Haiman, Christopher A. Håkansson, Niclas Hall, Per Hamann, Ute Hart, Steven N. Hartikainen, Jaana M. Hartmann, Arndt He, Wei Hooning, Maartje J. Hoppe, Reiner Hopper, John L. Howell, Anthony Hunter, David J. Jager, Agnes Jakubowska, Anna Janni, Wolfgang John, Esther M. Jung, Audrey Y. Kaaks, Rudolf Keupers, Machteld Kitahara, Cari M. Koutros, Stella Kraft, Peter Kristensen, Vessela N. Kurian, Allison W. Lacey, James V. Lambrechts, Diether Le Marchand, Loic Lindblom, Annika Linet, Martha Luben, Robert N. Lubiński, Jan Lush, Michael Mannermaa, Arto Manoochehri, Mehdi Margolin, Sara Martens, John W. M. Martinez, Maria Elena Mavroudis, Dimitrios Michailidou, Kyriaki Milne, Roger L. Mulligan, Anna Marie Muranen, Taru A. Nevanlinna, Heli Newman, William G. Nielsen, Sune F. Nordestgaard, Børge G. Olshan, Andrew F. Olsson, Håkan Orr, Nick Park-Simon, Tjoung-Won Patel, Alpa V. Peissel, Bernard Peterlongo, Paolo Plaseska-Karanfilska, Dijana Prajzendanc, Karolina Prentice, Ross Presneau, Nadege Rack, Brigitte Rennert, Gad Rennert, Hedy S. Rhenius, Valerie Romero, Atocha Roylance, Rebecca Ruebner, Matthias Saloustros, Emmanouil Sawyer, Elinor J. Schmutzler, Rita K. Schneeweiss, Andreas Scott, Christopher Shah, Mitul Smichkoska, Snezhana Southey, Melissa C. Stone, Jennifer Surowy, Harald Swerdlow, Anthony J. Tamimi, Rulla M. Tapper, William J. Teras, Lauren R. Terry, Mary Beth Tollenaar, Rob A. E. M. Tomlinson, Ian Troester, Melissa A. Truong, Thérèse Vachon, Celine M. Wang, Qin Hurson, Amber N. Winqvist, Robert Wolk, Alicja Ziogas, Argyrios Brauch, Hiltrud García-Closas, Montserrat Pharoah, Paul D. P. Easton, Douglas F. Chenevix-Trench, Georgia Schmidt, Marjanka K. |
author_facet | Morra, Anna Escala-Garcia, Maria Beesley, Jonathan Keeman, Renske Canisius, Sander Ahearn, Thomas U. Andrulis, Irene L. Anton-Culver, Hoda Arndt, Volker Auer, Paul L. Augustinsson, Annelie Beane Freeman, Laura E. Becher, Heiko Beckmann, Matthias W. Behrens, Sabine Bojesen, Stig E. Bolla, Manjeet K. Brenner, Hermann Brüning, Thomas Buys, Saundra S. Caan, Bette Campa, Daniele Canzian, Federico Castelao, Jose E. Chang-Claude, Jenny Chanock, Stephen J. Cheng, Ting-Yuan David Clarke, Christine L. Colonna, Sarah V. Couch, Fergus J. Cox, Angela Cross, Simon S. Czene, Kamila Daly, Mary B. Dennis, Joe Dörk, Thilo Dossus, Laure Dunning, Alison M. Dwek, Miriam Eccles, Diana M. Ekici, Arif B. Eliassen, A. Heather Eriksson, Mikael Evans, D. Gareth Fasching, Peter A. Flyger, Henrik Fritschi, Lin Gago-Dominguez, Manuela García-Sáenz, José A. Giles, Graham G. Grip, Mervi Guénel, Pascal Gündert, Melanie Hahnen, Eric Haiman, Christopher A. Håkansson, Niclas Hall, Per Hamann, Ute Hart, Steven N. Hartikainen, Jaana M. Hartmann, Arndt He, Wei Hooning, Maartje J. Hoppe, Reiner Hopper, John L. Howell, Anthony Hunter, David J. Jager, Agnes Jakubowska, Anna Janni, Wolfgang John, Esther M. Jung, Audrey Y. Kaaks, Rudolf Keupers, Machteld Kitahara, Cari M. Koutros, Stella Kraft, Peter Kristensen, Vessela N. Kurian, Allison W. Lacey, James V. Lambrechts, Diether Le Marchand, Loic Lindblom, Annika Linet, Martha Luben, Robert N. Lubiński, Jan Lush, Michael Mannermaa, Arto Manoochehri, Mehdi Margolin, Sara Martens, John W. M. Martinez, Maria Elena Mavroudis, Dimitrios Michailidou, Kyriaki Milne, Roger L. Mulligan, Anna Marie Muranen, Taru A. Nevanlinna, Heli Newman, William G. Nielsen, Sune F. Nordestgaard, Børge G. Olshan, Andrew F. Olsson, Håkan Orr, Nick Park-Simon, Tjoung-Won Patel, Alpa V. Peissel, Bernard Peterlongo, Paolo Plaseska-Karanfilska, Dijana Prajzendanc, Karolina Prentice, Ross Presneau, Nadege Rack, Brigitte Rennert, Gad Rennert, Hedy S. Rhenius, Valerie Romero, Atocha Roylance, Rebecca Ruebner, Matthias Saloustros, Emmanouil Sawyer, Elinor J. Schmutzler, Rita K. Schneeweiss, Andreas Scott, Christopher Shah, Mitul Smichkoska, Snezhana Southey, Melissa C. Stone, Jennifer Surowy, Harald Swerdlow, Anthony J. Tamimi, Rulla M. Tapper, William J. Teras, Lauren R. Terry, Mary Beth Tollenaar, Rob A. E. M. Tomlinson, Ian Troester, Melissa A. Truong, Thérèse Vachon, Celine M. Wang, Qin Hurson, Amber N. Winqvist, Robert Wolk, Alicja Ziogas, Argyrios Brauch, Hiltrud García-Closas, Montserrat Pharoah, Paul D. P. Easton, Douglas F. Chenevix-Trench, Georgia Schmidt, Marjanka K. |
author_sort | Morra, Anna |
collection | PubMed |
description | BACKGROUND: Given the high heterogeneity among breast tumors, associations between common germline genetic variants and survival that may exist within specific subgroups could go undetected in an unstratified set of breast cancer patients. METHODS: We performed genome-wide association analyses within 15 subgroups of breast cancer patients based on prognostic factors, including hormone receptors, tumor grade, age, and type of systemic treatment. Analyses were based on 91,686 female patients of European ancestry from the Breast Cancer Association Consortium, including 7531 breast cancer-specific deaths over a median follow-up of 8.1 years. Cox regression was used to assess associations of common germline variants with 15-year and 5-year breast cancer-specific survival. We assessed the probability of these associations being true positives via the Bayesian false discovery probability (BFDP < 0.15). RESULTS: Evidence of associations with breast cancer-specific survival was observed in three patient subgroups, with variant rs5934618 in patients with grade 3 tumors (15-year-hazard ratio (HR) [95% confidence interval (CI)] 1.32 [1.20, 1.45], P = 1.4E−08, BFDP = 0.01, per G allele); variant rs4679741 in patients with ER-positive tumors treated with endocrine therapy (15-year-HR [95% CI] 1.18 [1.11, 1.26], P = 1.6E−07, BFDP = 0.09, per G allele); variants rs1106333 (15-year-HR [95% CI] 1.68 [1.39,2.03], P = 5.6E−08, BFDP = 0.12, per A allele) and rs78754389 (5-year-HR [95% CI] 1.79 [1.46,2.20], P = 1.7E−08, BFDP = 0.07, per A allele), in patients with ER-negative tumors treated with chemotherapy. CONCLUSIONS: We found evidence of four loci associated with breast cancer-specific survival within three patient subgroups. There was limited evidence for the existence of associations in other patient subgroups. However, the power for many subgroups is limited due to the low number of events. Even so, our results suggest that the impact of common germline genetic variants on breast cancer-specific survival might be limited. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13058-021-01450-7. |
format | Online Article Text |
id | pubmed-8371820 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-83718202021-08-18 Association of germline genetic variants with breast cancer-specific survival in patient subgroups defined by clinic-pathological variables related to tumor biology and type of systemic treatment Morra, Anna Escala-Garcia, Maria Beesley, Jonathan Keeman, Renske Canisius, Sander Ahearn, Thomas U. Andrulis, Irene L. Anton-Culver, Hoda Arndt, Volker Auer, Paul L. Augustinsson, Annelie Beane Freeman, Laura E. Becher, Heiko Beckmann, Matthias W. Behrens, Sabine Bojesen, Stig E. Bolla, Manjeet K. Brenner, Hermann Brüning, Thomas Buys, Saundra S. Caan, Bette Campa, Daniele Canzian, Federico Castelao, Jose E. Chang-Claude, Jenny Chanock, Stephen J. Cheng, Ting-Yuan David Clarke, Christine L. Colonna, Sarah V. Couch, Fergus J. Cox, Angela Cross, Simon S. Czene, Kamila Daly, Mary B. Dennis, Joe Dörk, Thilo Dossus, Laure Dunning, Alison M. Dwek, Miriam Eccles, Diana M. Ekici, Arif B. Eliassen, A. Heather Eriksson, Mikael Evans, D. Gareth Fasching, Peter A. Flyger, Henrik Fritschi, Lin Gago-Dominguez, Manuela García-Sáenz, José A. Giles, Graham G. Grip, Mervi Guénel, Pascal Gündert, Melanie Hahnen, Eric Haiman, Christopher A. Håkansson, Niclas Hall, Per Hamann, Ute Hart, Steven N. Hartikainen, Jaana M. Hartmann, Arndt He, Wei Hooning, Maartje J. Hoppe, Reiner Hopper, John L. Howell, Anthony Hunter, David J. Jager, Agnes Jakubowska, Anna Janni, Wolfgang John, Esther M. Jung, Audrey Y. Kaaks, Rudolf Keupers, Machteld Kitahara, Cari M. Koutros, Stella Kraft, Peter Kristensen, Vessela N. Kurian, Allison W. Lacey, James V. Lambrechts, Diether Le Marchand, Loic Lindblom, Annika Linet, Martha Luben, Robert N. Lubiński, Jan Lush, Michael Mannermaa, Arto Manoochehri, Mehdi Margolin, Sara Martens, John W. M. Martinez, Maria Elena Mavroudis, Dimitrios Michailidou, Kyriaki Milne, Roger L. Mulligan, Anna Marie Muranen, Taru A. Nevanlinna, Heli Newman, William G. Nielsen, Sune F. Nordestgaard, Børge G. Olshan, Andrew F. Olsson, Håkan Orr, Nick Park-Simon, Tjoung-Won Patel, Alpa V. Peissel, Bernard Peterlongo, Paolo Plaseska-Karanfilska, Dijana Prajzendanc, Karolina Prentice, Ross Presneau, Nadege Rack, Brigitte Rennert, Gad Rennert, Hedy S. Rhenius, Valerie Romero, Atocha Roylance, Rebecca Ruebner, Matthias Saloustros, Emmanouil Sawyer, Elinor J. Schmutzler, Rita K. Schneeweiss, Andreas Scott, Christopher Shah, Mitul Smichkoska, Snezhana Southey, Melissa C. Stone, Jennifer Surowy, Harald Swerdlow, Anthony J. Tamimi, Rulla M. Tapper, William J. Teras, Lauren R. Terry, Mary Beth Tollenaar, Rob A. E. M. Tomlinson, Ian Troester, Melissa A. Truong, Thérèse Vachon, Celine M. Wang, Qin Hurson, Amber N. Winqvist, Robert Wolk, Alicja Ziogas, Argyrios Brauch, Hiltrud García-Closas, Montserrat Pharoah, Paul D. P. Easton, Douglas F. Chenevix-Trench, Georgia Schmidt, Marjanka K. Breast Cancer Res Research Article BACKGROUND: Given the high heterogeneity among breast tumors, associations between common germline genetic variants and survival that may exist within specific subgroups could go undetected in an unstratified set of breast cancer patients. METHODS: We performed genome-wide association analyses within 15 subgroups of breast cancer patients based on prognostic factors, including hormone receptors, tumor grade, age, and type of systemic treatment. Analyses were based on 91,686 female patients of European ancestry from the Breast Cancer Association Consortium, including 7531 breast cancer-specific deaths over a median follow-up of 8.1 years. Cox regression was used to assess associations of common germline variants with 15-year and 5-year breast cancer-specific survival. We assessed the probability of these associations being true positives via the Bayesian false discovery probability (BFDP < 0.15). RESULTS: Evidence of associations with breast cancer-specific survival was observed in three patient subgroups, with variant rs5934618 in patients with grade 3 tumors (15-year-hazard ratio (HR) [95% confidence interval (CI)] 1.32 [1.20, 1.45], P = 1.4E−08, BFDP = 0.01, per G allele); variant rs4679741 in patients with ER-positive tumors treated with endocrine therapy (15-year-HR [95% CI] 1.18 [1.11, 1.26], P = 1.6E−07, BFDP = 0.09, per G allele); variants rs1106333 (15-year-HR [95% CI] 1.68 [1.39,2.03], P = 5.6E−08, BFDP = 0.12, per A allele) and rs78754389 (5-year-HR [95% CI] 1.79 [1.46,2.20], P = 1.7E−08, BFDP = 0.07, per A allele), in patients with ER-negative tumors treated with chemotherapy. CONCLUSIONS: We found evidence of four loci associated with breast cancer-specific survival within three patient subgroups. There was limited evidence for the existence of associations in other patient subgroups. However, the power for many subgroups is limited due to the low number of events. Even so, our results suggest that the impact of common germline genetic variants on breast cancer-specific survival might be limited. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13058-021-01450-7. BioMed Central 2021-08-18 2021 /pmc/articles/PMC8371820/ /pubmed/34407845 http://dx.doi.org/10.1186/s13058-021-01450-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Morra, Anna Escala-Garcia, Maria Beesley, Jonathan Keeman, Renske Canisius, Sander Ahearn, Thomas U. Andrulis, Irene L. Anton-Culver, Hoda Arndt, Volker Auer, Paul L. Augustinsson, Annelie Beane Freeman, Laura E. Becher, Heiko Beckmann, Matthias W. Behrens, Sabine Bojesen, Stig E. Bolla, Manjeet K. Brenner, Hermann Brüning, Thomas Buys, Saundra S. Caan, Bette Campa, Daniele Canzian, Federico Castelao, Jose E. Chang-Claude, Jenny Chanock, Stephen J. Cheng, Ting-Yuan David Clarke, Christine L. Colonna, Sarah V. Couch, Fergus J. Cox, Angela Cross, Simon S. Czene, Kamila Daly, Mary B. Dennis, Joe Dörk, Thilo Dossus, Laure Dunning, Alison M. Dwek, Miriam Eccles, Diana M. Ekici, Arif B. Eliassen, A. Heather Eriksson, Mikael Evans, D. Gareth Fasching, Peter A. Flyger, Henrik Fritschi, Lin Gago-Dominguez, Manuela García-Sáenz, José A. Giles, Graham G. Grip, Mervi Guénel, Pascal Gündert, Melanie Hahnen, Eric Haiman, Christopher A. Håkansson, Niclas Hall, Per Hamann, Ute Hart, Steven N. Hartikainen, Jaana M. Hartmann, Arndt He, Wei Hooning, Maartje J. Hoppe, Reiner Hopper, John L. Howell, Anthony Hunter, David J. Jager, Agnes Jakubowska, Anna Janni, Wolfgang John, Esther M. Jung, Audrey Y. Kaaks, Rudolf Keupers, Machteld Kitahara, Cari M. Koutros, Stella Kraft, Peter Kristensen, Vessela N. Kurian, Allison W. Lacey, James V. Lambrechts, Diether Le Marchand, Loic Lindblom, Annika Linet, Martha Luben, Robert N. Lubiński, Jan Lush, Michael Mannermaa, Arto Manoochehri, Mehdi Margolin, Sara Martens, John W. M. Martinez, Maria Elena Mavroudis, Dimitrios Michailidou, Kyriaki Milne, Roger L. Mulligan, Anna Marie Muranen, Taru A. Nevanlinna, Heli Newman, William G. Nielsen, Sune F. Nordestgaard, Børge G. Olshan, Andrew F. Olsson, Håkan Orr, Nick Park-Simon, Tjoung-Won Patel, Alpa V. Peissel, Bernard Peterlongo, Paolo Plaseska-Karanfilska, Dijana Prajzendanc, Karolina Prentice, Ross Presneau, Nadege Rack, Brigitte Rennert, Gad Rennert, Hedy S. Rhenius, Valerie Romero, Atocha Roylance, Rebecca Ruebner, Matthias Saloustros, Emmanouil Sawyer, Elinor J. Schmutzler, Rita K. Schneeweiss, Andreas Scott, Christopher Shah, Mitul Smichkoska, Snezhana Southey, Melissa C. Stone, Jennifer Surowy, Harald Swerdlow, Anthony J. Tamimi, Rulla M. Tapper, William J. Teras, Lauren R. Terry, Mary Beth Tollenaar, Rob A. E. M. Tomlinson, Ian Troester, Melissa A. Truong, Thérèse Vachon, Celine M. Wang, Qin Hurson, Amber N. Winqvist, Robert Wolk, Alicja Ziogas, Argyrios Brauch, Hiltrud García-Closas, Montserrat Pharoah, Paul D. P. Easton, Douglas F. Chenevix-Trench, Georgia Schmidt, Marjanka K. Association of germline genetic variants with breast cancer-specific survival in patient subgroups defined by clinic-pathological variables related to tumor biology and type of systemic treatment |
title | Association of germline genetic variants with breast cancer-specific survival in patient subgroups defined by clinic-pathological variables related to tumor biology and type of systemic treatment |
title_full | Association of germline genetic variants with breast cancer-specific survival in patient subgroups defined by clinic-pathological variables related to tumor biology and type of systemic treatment |
title_fullStr | Association of germline genetic variants with breast cancer-specific survival in patient subgroups defined by clinic-pathological variables related to tumor biology and type of systemic treatment |
title_full_unstemmed | Association of germline genetic variants with breast cancer-specific survival in patient subgroups defined by clinic-pathological variables related to tumor biology and type of systemic treatment |
title_short | Association of germline genetic variants with breast cancer-specific survival in patient subgroups defined by clinic-pathological variables related to tumor biology and type of systemic treatment |
title_sort | association of germline genetic variants with breast cancer-specific survival in patient subgroups defined by clinic-pathological variables related to tumor biology and type of systemic treatment |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8371820/ https://www.ncbi.nlm.nih.gov/pubmed/34407845 http://dx.doi.org/10.1186/s13058-021-01450-7 |
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associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT flygerhenrik associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT fritschilin associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT gagodominguezmanuela associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT garciasaenzjosea associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT gilesgrahamg associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT gripmervi associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT guenelpascal associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT gundertmelanie associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hahneneric associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT haimanchristophera associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hakanssonniclas associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hallper associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hamannute associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hartstevenn associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hartikainenjaanam associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hartmannarndt associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hewei associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hooningmaartjej associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hoppereiner associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hopperjohnl associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT howellanthony associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hunterdavidj associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT jageragnes associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT jakubowskaanna associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT janniwolfgang associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT johnestherm associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT jungaudreyy associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT kaaksrudolf associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT keupersmachteld associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT kitaharacarim associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT koutrosstella associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT kraftpeter associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT kristensenvesselan associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT kurianallisonw associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT laceyjamesv associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT lambrechtsdiether associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT lemarchandloic associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT lindblomannika associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT linetmartha associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT lubenrobertn associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT lubinskijan associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT lushmichael associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT mannermaaarto associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT manoochehrimehdi associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT margolinsara associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT martensjohnwm associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT martinezmariaelena associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT mavroudisdimitrios associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT michailidoukyriaki associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT milnerogerl associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT mulliganannamarie associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT muranentarua associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT nevanlinnaheli associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT newmanwilliamg associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT nielsensunef associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT nordestgaardbørgeg associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT olshanandrewf associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT olssonhakan associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT orrnick associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT parksimontjoungwon associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT patelalpav associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT peisselbernard associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT peterlongopaolo associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT plaseskakaranfilskadijana associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT prajzendanckarolina associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT prenticeross associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT presneaunadege associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT rackbrigitte associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT rennertgad associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT rennerthedys associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT rheniusvalerie associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT romeroatocha associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT roylancerebecca associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT ruebnermatthias associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT saloustrosemmanouil associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT sawyerelinorj associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT schmutzlerritak associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT schneeweissandreas associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT scottchristopher associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT shahmitul associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT smichkoskasnezhana associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT southeymelissac associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT stonejennifer associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT surowyharald associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT swerdlowanthonyj associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT tamimirullam associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT tapperwilliamj associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT teraslaurenr associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT terrymarybeth associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT tollenaarrobaem associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT tomlinsonian associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT troestermelissaa associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT truongtherese associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT vachoncelinem associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT wangqin associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT hursonambern associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT winqvistrobert associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT wolkalicja associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT ziogasargyrios associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT brauchhiltrud associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT garciaclosasmontserrat associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT pharoahpauldp associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT eastondouglasf associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT chenevixtrenchgeorgia associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment AT schmidtmarjankak associationofgermlinegeneticvariantswithbreastcancerspecificsurvivalinpatientsubgroupsdefinedbyclinicpathologicalvariablesrelatedtotumorbiologyandtypeofsystemictreatment |