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Identification of Novel Genetic Markers of Breast Cancer Survival

BACKGROUND: Survival after a diagnosis of breast cancer varies considerably between patients, and some of this variation may be because of germline genetic variation. We aimed to identify genetic markers associated with breast cancer–specific survival. METHODS: We conducted a large meta-analysis of...

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Autores principales: Guo, Qi, Schmidt, Marjanka K., Kraft, Peter, Canisius, Sander, Chen, Constance, Khan, Sofia, Tyrer, Jonathan, Bolla, Manjeet K., Wang, Qin, Dennis, Joe, Michailidou, Kyriaki, Lush, Michael, Kar, Siddhartha, Beesley, Jonathan, Dunning, Alison M., Shah, Mitul, Czene, Kamila, Darabi, Hatef, Eriksson, Mikael, Lambrechts, Diether, Weltens, Caroline, Leunen, Karin, Bojesen, Stig E., Nordestgaard, Børge G., Nielsen, Sune F., Flyger, Henrik, Chang-Claude, Jenny, Rudolph, Anja, Seibold, Petra, Flesch-Janys, Dieter, Blomqvist, Carl, Aittomäki, Kristiina, Fagerholm, Rainer, Muranen, Taru A., Couch, Fergus J., Olson, Janet E., Vachon, Celine, Andrulis, Irene L., Knight, Julia A., Glendon, Gord, Mulligan, Anna Marie, Broeks, Annegien, Hogervorst, Frans B., Haiman, Christopher A., Henderson, Brian E., Schumacher, Fredrick, Le Marchand, Loic, Hopper, John L., Tsimiklis, Helen, Apicella, Carmel, Southey, Melissa C., Cox, Angela, Cross, Simon S., Reed, Malcolm W. R., Giles, Graham G., Milne, Roger L., McLean, Catriona, Winqvist, Robert, Pylkäs, Katri, Jukkola-Vuorinen, Arja, Grip, Mervi, Hooning, Maartje J., Hollestelle, Antoinette, Martens, John W. M., van den Ouweland, Ans M. W., Marme, Federik, Schneeweiss, Andreas, Yang, Rongxi, Burwinkel, Barbara, Figueroa, Jonine, Chanock, Stephen J., Lissowska, Jolanta, Sawyer, Elinor J., Tomlinson, Ian, Kerin, Michael J., Miller, Nicola, Brenner, Hermann, Dieffenbach, Aida Karina, Arndt, Volker, Holleczek, Bernd, Mannermaa, Arto, Kataja, Vesa, Kosma, Veli-Matti, Hartikainen, Jaana M., Li, Jingmei, Brand, Judith S., Humphreys, Keith, Devilee, Peter, Tollenaar, Rob A. E. M., Seynaeve, Caroline, Radice, Paolo, Peterlongo, Paolo, Bonanni, Bernardo, Mariani, Paolo, Fasching, Peter A., Beckmann, Matthias W., Hein, Alexander, Ekici, Arif B., Chenevix-Trench, Georgia, Balleine, Rosemary, Phillips, Kelly-Anne, Benitez, Javier, Zamora, M. Pilar, Arias Perez, Jose Ignacio, Menéndez, Primitiva, Jakubowska, Anna, Lubinski, Jan, Jaworska-Bieniek, Katarzyna, Durda, Katarzyna, Hamann, Ute, Kabisch, Maria, Ulmer, Hans Ulrich, Rüdiger, Thomas, Margolin, Sara, Kristensen, Vessela, Nord, Silje, Evans, D. Gareth, Abraham, Jean E., Earl, Helena M., Hiller, Louise, Dunn, Janet A., Bowden, Sarah, Berg, Christine, Campa, Daniele, Diver, W. Ryan, Gapstur, Susan M., Gaudet, Mia M., Hankinson, Susan E., Hoover, Robert N., Hüsing, Anika, Kaaks, Rudolf, Machiela, Mitchell J., Willett, Walter, Barrdahl, Myrto, Canzian, Federico, Chin, Suet-Feung, Caldas, Carlos, Hunter, David J., Lindstrom, Sara, García-Closas, Montserrat, Hall, Per, Easton, Douglas F., Eccles, Diana M., Rahman, Nazneen, Nevanlinna, Heli, Pharoah, Paul D. P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4555642/
https://www.ncbi.nlm.nih.gov/pubmed/25890600
http://dx.doi.org/10.1093/jnci/djv081
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author Guo, Qi
Schmidt, Marjanka K.
Kraft, Peter
Canisius, Sander
Chen, Constance
Khan, Sofia
Tyrer, Jonathan
Bolla, Manjeet K.
Wang, Qin
Dennis, Joe
Michailidou, Kyriaki
Lush, Michael
Kar, Siddhartha
Beesley, Jonathan
Dunning, Alison M.
Shah, Mitul
Czene, Kamila
Darabi, Hatef
Eriksson, Mikael
Lambrechts, Diether
Weltens, Caroline
Leunen, Karin
Bojesen, Stig E.
Nordestgaard, Børge G.
Nielsen, Sune F.
Flyger, Henrik
Chang-Claude, Jenny
Rudolph, Anja
Seibold, Petra
Flesch-Janys, Dieter
Blomqvist, Carl
Aittomäki, Kristiina
Fagerholm, Rainer
Muranen, Taru A.
Couch, Fergus J.
Olson, Janet E.
Vachon, Celine
Andrulis, Irene L.
Knight, Julia A.
Glendon, Gord
Mulligan, Anna Marie
Broeks, Annegien
Hogervorst, Frans B.
Haiman, Christopher A.
Henderson, Brian E.
Schumacher, Fredrick
Le Marchand, Loic
Hopper, John L.
Tsimiklis, Helen
Apicella, Carmel
Southey, Melissa C.
Cox, Angela
Cross, Simon S.
Reed, Malcolm W. R.
Giles, Graham G.
Milne, Roger L.
McLean, Catriona
Winqvist, Robert
Pylkäs, Katri
Jukkola-Vuorinen, Arja
Grip, Mervi
Hooning, Maartje J.
Hollestelle, Antoinette
Martens, John W. M.
van den Ouweland, Ans M. W.
Marme, Federik
Schneeweiss, Andreas
Yang, Rongxi
Burwinkel, Barbara
Figueroa, Jonine
Chanock, Stephen J.
Lissowska, Jolanta
Sawyer, Elinor J.
Tomlinson, Ian
Kerin, Michael J.
Miller, Nicola
Brenner, Hermann
Dieffenbach, Aida Karina
Arndt, Volker
Holleczek, Bernd
Mannermaa, Arto
Kataja, Vesa
Kosma, Veli-Matti
Hartikainen, Jaana M.
Li, Jingmei
Brand, Judith S.
Humphreys, Keith
Devilee, Peter
Tollenaar, Rob A. E. M.
Seynaeve, Caroline
Radice, Paolo
Peterlongo, Paolo
Bonanni, Bernardo
Mariani, Paolo
Fasching, Peter A.
Beckmann, Matthias W.
Hein, Alexander
Ekici, Arif B.
Chenevix-Trench, Georgia
Balleine, Rosemary
Phillips, Kelly-Anne
Benitez, Javier
Zamora, M. Pilar
Arias Perez, Jose Ignacio
Menéndez, Primitiva
Jakubowska, Anna
Lubinski, Jan
Jaworska-Bieniek, Katarzyna
Durda, Katarzyna
Hamann, Ute
Kabisch, Maria
Ulmer, Hans Ulrich
Rüdiger, Thomas
Margolin, Sara
Kristensen, Vessela
Nord, Silje
Evans, D. Gareth
Abraham, Jean E.
Earl, Helena M.
Hiller, Louise
Dunn, Janet A.
Bowden, Sarah
Berg, Christine
Campa, Daniele
Diver, W. Ryan
Gapstur, Susan M.
Gaudet, Mia M.
Hankinson, Susan E.
Hoover, Robert N.
Hüsing, Anika
Kaaks, Rudolf
Machiela, Mitchell J.
Willett, Walter
Barrdahl, Myrto
Canzian, Federico
Chin, Suet-Feung
Caldas, Carlos
Hunter, David J.
Lindstrom, Sara
García-Closas, Montserrat
Hall, Per
Easton, Douglas F.
Eccles, Diana M.
Rahman, Nazneen
Nevanlinna, Heli
Pharoah, Paul D. P.
author_facet Guo, Qi
Schmidt, Marjanka K.
Kraft, Peter
Canisius, Sander
Chen, Constance
Khan, Sofia
Tyrer, Jonathan
Bolla, Manjeet K.
Wang, Qin
Dennis, Joe
Michailidou, Kyriaki
Lush, Michael
Kar, Siddhartha
Beesley, Jonathan
Dunning, Alison M.
Shah, Mitul
Czene, Kamila
Darabi, Hatef
Eriksson, Mikael
Lambrechts, Diether
Weltens, Caroline
Leunen, Karin
Bojesen, Stig E.
Nordestgaard, Børge G.
Nielsen, Sune F.
Flyger, Henrik
Chang-Claude, Jenny
Rudolph, Anja
Seibold, Petra
Flesch-Janys, Dieter
Blomqvist, Carl
Aittomäki, Kristiina
Fagerholm, Rainer
Muranen, Taru A.
Couch, Fergus J.
Olson, Janet E.
Vachon, Celine
Andrulis, Irene L.
Knight, Julia A.
Glendon, Gord
Mulligan, Anna Marie
Broeks, Annegien
Hogervorst, Frans B.
Haiman, Christopher A.
Henderson, Brian E.
Schumacher, Fredrick
Le Marchand, Loic
Hopper, John L.
Tsimiklis, Helen
Apicella, Carmel
Southey, Melissa C.
Cox, Angela
Cross, Simon S.
Reed, Malcolm W. R.
Giles, Graham G.
Milne, Roger L.
McLean, Catriona
Winqvist, Robert
Pylkäs, Katri
Jukkola-Vuorinen, Arja
Grip, Mervi
Hooning, Maartje J.
Hollestelle, Antoinette
Martens, John W. M.
van den Ouweland, Ans M. W.
Marme, Federik
Schneeweiss, Andreas
Yang, Rongxi
Burwinkel, Barbara
Figueroa, Jonine
Chanock, Stephen J.
Lissowska, Jolanta
Sawyer, Elinor J.
Tomlinson, Ian
Kerin, Michael J.
Miller, Nicola
Brenner, Hermann
Dieffenbach, Aida Karina
Arndt, Volker
Holleczek, Bernd
Mannermaa, Arto
Kataja, Vesa
Kosma, Veli-Matti
Hartikainen, Jaana M.
Li, Jingmei
Brand, Judith S.
Humphreys, Keith
Devilee, Peter
Tollenaar, Rob A. E. M.
Seynaeve, Caroline
Radice, Paolo
Peterlongo, Paolo
Bonanni, Bernardo
Mariani, Paolo
Fasching, Peter A.
Beckmann, Matthias W.
Hein, Alexander
Ekici, Arif B.
Chenevix-Trench, Georgia
Balleine, Rosemary
Phillips, Kelly-Anne
Benitez, Javier
Zamora, M. Pilar
Arias Perez, Jose Ignacio
Menéndez, Primitiva
Jakubowska, Anna
Lubinski, Jan
Jaworska-Bieniek, Katarzyna
Durda, Katarzyna
Hamann, Ute
Kabisch, Maria
Ulmer, Hans Ulrich
Rüdiger, Thomas
Margolin, Sara
Kristensen, Vessela
Nord, Silje
Evans, D. Gareth
Abraham, Jean E.
Earl, Helena M.
Hiller, Louise
Dunn, Janet A.
Bowden, Sarah
Berg, Christine
Campa, Daniele
Diver, W. Ryan
Gapstur, Susan M.
Gaudet, Mia M.
Hankinson, Susan E.
Hoover, Robert N.
Hüsing, Anika
Kaaks, Rudolf
Machiela, Mitchell J.
Willett, Walter
Barrdahl, Myrto
Canzian, Federico
Chin, Suet-Feung
Caldas, Carlos
Hunter, David J.
Lindstrom, Sara
García-Closas, Montserrat
Hall, Per
Easton, Douglas F.
Eccles, Diana M.
Rahman, Nazneen
Nevanlinna, Heli
Pharoah, Paul D. P.
author_sort Guo, Qi
collection PubMed
description BACKGROUND: Survival after a diagnosis of breast cancer varies considerably between patients, and some of this variation may be because of germline genetic variation. We aimed to identify genetic markers associated with breast cancer–specific survival. METHODS: We conducted a large meta-analysis of studies in populations of European ancestry, including 37954 patients with 2900 deaths from breast cancer. Each study had been genotyped for between 200000 and 900000 single nucleotide polymorphisms (SNPs) across the genome; genotypes for nine million common variants were imputed using a common reference panel from the 1000 Genomes Project. We also carried out subtype-specific analyses based on 6881 estrogen receptor (ER)–negative patients (920 events) and 23059 ER-positive patients (1333 events). All statistical tests were two-sided. RESULTS: We identified one new locus (rs2059614 at 11q24.2) associated with survival in ER-negative breast cancer cases (hazard ratio [HR] = 1.95, 95% confidence interval [CI] = 1.55 to 2.47, P = 1.91 x 10(–8)). Genotyping a subset of 2113 case patients, of which 300 were ER negative, provided supporting evidence for the quality of the imputation. The association in this set of case patients was stronger for the observed genotypes than for the imputed genotypes. A second locus (rs148760487 at 2q24.2) was associated at genome-wide statistical significance in initial analyses; the association was similar in ER-positive and ER-negative case patients. Here the results of genotyping suggested that the finding was less robust. CONCLUSIONS: This is currently the largest study investigating genetic variation associated with breast cancer survival. Our results have potential clinical implications, as they confirm that germline genotype can provide prognostic information in addition to standard tumor prognostic factors.
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spelling pubmed-45556422015-09-02 Identification of Novel Genetic Markers of Breast Cancer Survival Guo, Qi Schmidt, Marjanka K. Kraft, Peter Canisius, Sander Chen, Constance Khan, Sofia Tyrer, Jonathan Bolla, Manjeet K. Wang, Qin Dennis, Joe Michailidou, Kyriaki Lush, Michael Kar, Siddhartha Beesley, Jonathan Dunning, Alison M. Shah, Mitul Czene, Kamila Darabi, Hatef Eriksson, Mikael Lambrechts, Diether Weltens, Caroline Leunen, Karin Bojesen, Stig E. Nordestgaard, Børge G. Nielsen, Sune F. Flyger, Henrik Chang-Claude, Jenny Rudolph, Anja Seibold, Petra Flesch-Janys, Dieter Blomqvist, Carl Aittomäki, Kristiina Fagerholm, Rainer Muranen, Taru A. Couch, Fergus J. Olson, Janet E. Vachon, Celine Andrulis, Irene L. Knight, Julia A. Glendon, Gord Mulligan, Anna Marie Broeks, Annegien Hogervorst, Frans B. Haiman, Christopher A. Henderson, Brian E. Schumacher, Fredrick Le Marchand, Loic Hopper, John L. Tsimiklis, Helen Apicella, Carmel Southey, Melissa C. Cox, Angela Cross, Simon S. Reed, Malcolm W. R. Giles, Graham G. Milne, Roger L. McLean, Catriona Winqvist, Robert Pylkäs, Katri Jukkola-Vuorinen, Arja Grip, Mervi Hooning, Maartje J. Hollestelle, Antoinette Martens, John W. M. van den Ouweland, Ans M. W. Marme, Federik Schneeweiss, Andreas Yang, Rongxi Burwinkel, Barbara Figueroa, Jonine Chanock, Stephen J. Lissowska, Jolanta Sawyer, Elinor J. Tomlinson, Ian Kerin, Michael J. Miller, Nicola Brenner, Hermann Dieffenbach, Aida Karina Arndt, Volker Holleczek, Bernd Mannermaa, Arto Kataja, Vesa Kosma, Veli-Matti Hartikainen, Jaana M. Li, Jingmei Brand, Judith S. Humphreys, Keith Devilee, Peter Tollenaar, Rob A. E. M. Seynaeve, Caroline Radice, Paolo Peterlongo, Paolo Bonanni, Bernardo Mariani, Paolo Fasching, Peter A. Beckmann, Matthias W. Hein, Alexander Ekici, Arif B. Chenevix-Trench, Georgia Balleine, Rosemary Phillips, Kelly-Anne Benitez, Javier Zamora, M. Pilar Arias Perez, Jose Ignacio Menéndez, Primitiva Jakubowska, Anna Lubinski, Jan Jaworska-Bieniek, Katarzyna Durda, Katarzyna Hamann, Ute Kabisch, Maria Ulmer, Hans Ulrich Rüdiger, Thomas Margolin, Sara Kristensen, Vessela Nord, Silje Evans, D. Gareth Abraham, Jean E. Earl, Helena M. Hiller, Louise Dunn, Janet A. Bowden, Sarah Berg, Christine Campa, Daniele Diver, W. Ryan Gapstur, Susan M. Gaudet, Mia M. Hankinson, Susan E. Hoover, Robert N. Hüsing, Anika Kaaks, Rudolf Machiela, Mitchell J. Willett, Walter Barrdahl, Myrto Canzian, Federico Chin, Suet-Feung Caldas, Carlos Hunter, David J. Lindstrom, Sara García-Closas, Montserrat Hall, Per Easton, Douglas F. Eccles, Diana M. Rahman, Nazneen Nevanlinna, Heli Pharoah, Paul D. P. J Natl Cancer Inst Article BACKGROUND: Survival after a diagnosis of breast cancer varies considerably between patients, and some of this variation may be because of germline genetic variation. We aimed to identify genetic markers associated with breast cancer–specific survival. METHODS: We conducted a large meta-analysis of studies in populations of European ancestry, including 37954 patients with 2900 deaths from breast cancer. Each study had been genotyped for between 200000 and 900000 single nucleotide polymorphisms (SNPs) across the genome; genotypes for nine million common variants were imputed using a common reference panel from the 1000 Genomes Project. We also carried out subtype-specific analyses based on 6881 estrogen receptor (ER)–negative patients (920 events) and 23059 ER-positive patients (1333 events). All statistical tests were two-sided. RESULTS: We identified one new locus (rs2059614 at 11q24.2) associated with survival in ER-negative breast cancer cases (hazard ratio [HR] = 1.95, 95% confidence interval [CI] = 1.55 to 2.47, P = 1.91 x 10(–8)). Genotyping a subset of 2113 case patients, of which 300 were ER negative, provided supporting evidence for the quality of the imputation. The association in this set of case patients was stronger for the observed genotypes than for the imputed genotypes. A second locus (rs148760487 at 2q24.2) was associated at genome-wide statistical significance in initial analyses; the association was similar in ER-positive and ER-negative case patients. Here the results of genotyping suggested that the finding was less robust. CONCLUSIONS: This is currently the largest study investigating genetic variation associated with breast cancer survival. Our results have potential clinical implications, as they confirm that germline genotype can provide prognostic information in addition to standard tumor prognostic factors. Oxford University Press 2015-04-18 /pmc/articles/PMC4555642/ /pubmed/25890600 http://dx.doi.org/10.1093/jnci/djv081 Text en © The Author 2015. Published by Oxford University Press. http://creativecommons.org/licenses/by/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Article
Guo, Qi
Schmidt, Marjanka K.
Kraft, Peter
Canisius, Sander
Chen, Constance
Khan, Sofia
Tyrer, Jonathan
Bolla, Manjeet K.
Wang, Qin
Dennis, Joe
Michailidou, Kyriaki
Lush, Michael
Kar, Siddhartha
Beesley, Jonathan
Dunning, Alison M.
Shah, Mitul
Czene, Kamila
Darabi, Hatef
Eriksson, Mikael
Lambrechts, Diether
Weltens, Caroline
Leunen, Karin
Bojesen, Stig E.
Nordestgaard, Børge G.
Nielsen, Sune F.
Flyger, Henrik
Chang-Claude, Jenny
Rudolph, Anja
Seibold, Petra
Flesch-Janys, Dieter
Blomqvist, Carl
Aittomäki, Kristiina
Fagerholm, Rainer
Muranen, Taru A.
Couch, Fergus J.
Olson, Janet E.
Vachon, Celine
Andrulis, Irene L.
Knight, Julia A.
Glendon, Gord
Mulligan, Anna Marie
Broeks, Annegien
Hogervorst, Frans B.
Haiman, Christopher A.
Henderson, Brian E.
Schumacher, Fredrick
Le Marchand, Loic
Hopper, John L.
Tsimiklis, Helen
Apicella, Carmel
Southey, Melissa C.
Cox, Angela
Cross, Simon S.
Reed, Malcolm W. R.
Giles, Graham G.
Milne, Roger L.
McLean, Catriona
Winqvist, Robert
Pylkäs, Katri
Jukkola-Vuorinen, Arja
Grip, Mervi
Hooning, Maartje J.
Hollestelle, Antoinette
Martens, John W. M.
van den Ouweland, Ans M. W.
Marme, Federik
Schneeweiss, Andreas
Yang, Rongxi
Burwinkel, Barbara
Figueroa, Jonine
Chanock, Stephen J.
Lissowska, Jolanta
Sawyer, Elinor J.
Tomlinson, Ian
Kerin, Michael J.
Miller, Nicola
Brenner, Hermann
Dieffenbach, Aida Karina
Arndt, Volker
Holleczek, Bernd
Mannermaa, Arto
Kataja, Vesa
Kosma, Veli-Matti
Hartikainen, Jaana M.
Li, Jingmei
Brand, Judith S.
Humphreys, Keith
Devilee, Peter
Tollenaar, Rob A. E. M.
Seynaeve, Caroline
Radice, Paolo
Peterlongo, Paolo
Bonanni, Bernardo
Mariani, Paolo
Fasching, Peter A.
Beckmann, Matthias W.
Hein, Alexander
Ekici, Arif B.
Chenevix-Trench, Georgia
Balleine, Rosemary
Phillips, Kelly-Anne
Benitez, Javier
Zamora, M. Pilar
Arias Perez, Jose Ignacio
Menéndez, Primitiva
Jakubowska, Anna
Lubinski, Jan
Jaworska-Bieniek, Katarzyna
Durda, Katarzyna
Hamann, Ute
Kabisch, Maria
Ulmer, Hans Ulrich
Rüdiger, Thomas
Margolin, Sara
Kristensen, Vessela
Nord, Silje
Evans, D. Gareth
Abraham, Jean E.
Earl, Helena M.
Hiller, Louise
Dunn, Janet A.
Bowden, Sarah
Berg, Christine
Campa, Daniele
Diver, W. Ryan
Gapstur, Susan M.
Gaudet, Mia M.
Hankinson, Susan E.
Hoover, Robert N.
Hüsing, Anika
Kaaks, Rudolf
Machiela, Mitchell J.
Willett, Walter
Barrdahl, Myrto
Canzian, Federico
Chin, Suet-Feung
Caldas, Carlos
Hunter, David J.
Lindstrom, Sara
García-Closas, Montserrat
Hall, Per
Easton, Douglas F.
Eccles, Diana M.
Rahman, Nazneen
Nevanlinna, Heli
Pharoah, Paul D. P.
Identification of Novel Genetic Markers of Breast Cancer Survival
title Identification of Novel Genetic Markers of Breast Cancer Survival
title_full Identification of Novel Genetic Markers of Breast Cancer Survival
title_fullStr Identification of Novel Genetic Markers of Breast Cancer Survival
title_full_unstemmed Identification of Novel Genetic Markers of Breast Cancer Survival
title_short Identification of Novel Genetic Markers of Breast Cancer Survival
title_sort identification of novel genetic markers of breast cancer survival
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4555642/
https://www.ncbi.nlm.nih.gov/pubmed/25890600
http://dx.doi.org/10.1093/jnci/djv081
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AT crosssimons identificationofnovelgeneticmarkersofbreastcancersurvival
AT reedmalcolmwr identificationofnovelgeneticmarkersofbreastcancersurvival
AT gilesgrahamg identificationofnovelgeneticmarkersofbreastcancersurvival
AT milnerogerl identificationofnovelgeneticmarkersofbreastcancersurvival
AT mcleancatriona identificationofnovelgeneticmarkersofbreastcancersurvival
AT winqvistrobert identificationofnovelgeneticmarkersofbreastcancersurvival
AT pylkaskatri identificationofnovelgeneticmarkersofbreastcancersurvival
AT jukkolavuorinenarja identificationofnovelgeneticmarkersofbreastcancersurvival
AT gripmervi identificationofnovelgeneticmarkersofbreastcancersurvival
AT hooningmaartjej identificationofnovelgeneticmarkersofbreastcancersurvival
AT hollestelleantoinette identificationofnovelgeneticmarkersofbreastcancersurvival
AT martensjohnwm identificationofnovelgeneticmarkersofbreastcancersurvival
AT vandenouwelandansmw identificationofnovelgeneticmarkersofbreastcancersurvival
AT marmefederik identificationofnovelgeneticmarkersofbreastcancersurvival
AT schneeweissandreas identificationofnovelgeneticmarkersofbreastcancersurvival
AT yangrongxi identificationofnovelgeneticmarkersofbreastcancersurvival
AT burwinkelbarbara identificationofnovelgeneticmarkersofbreastcancersurvival
AT figueroajonine identificationofnovelgeneticmarkersofbreastcancersurvival
AT chanockstephenj identificationofnovelgeneticmarkersofbreastcancersurvival
AT lissowskajolanta identificationofnovelgeneticmarkersofbreastcancersurvival
AT sawyerelinorj identificationofnovelgeneticmarkersofbreastcancersurvival
AT tomlinsonian identificationofnovelgeneticmarkersofbreastcancersurvival
AT kerinmichaelj identificationofnovelgeneticmarkersofbreastcancersurvival
AT millernicola identificationofnovelgeneticmarkersofbreastcancersurvival
AT brennerhermann identificationofnovelgeneticmarkersofbreastcancersurvival
AT dieffenbachaidakarina identificationofnovelgeneticmarkersofbreastcancersurvival
AT arndtvolker identificationofnovelgeneticmarkersofbreastcancersurvival
AT holleczekbernd identificationofnovelgeneticmarkersofbreastcancersurvival
AT mannermaaarto identificationofnovelgeneticmarkersofbreastcancersurvival
AT katajavesa identificationofnovelgeneticmarkersofbreastcancersurvival
AT kosmavelimatti identificationofnovelgeneticmarkersofbreastcancersurvival
AT hartikainenjaanam identificationofnovelgeneticmarkersofbreastcancersurvival
AT lijingmei identificationofnovelgeneticmarkersofbreastcancersurvival
AT brandjudiths identificationofnovelgeneticmarkersofbreastcancersurvival
AT humphreyskeith identificationofnovelgeneticmarkersofbreastcancersurvival
AT devileepeter identificationofnovelgeneticmarkersofbreastcancersurvival
AT tollenaarrobaem identificationofnovelgeneticmarkersofbreastcancersurvival
AT seynaevecaroline identificationofnovelgeneticmarkersofbreastcancersurvival
AT radicepaolo identificationofnovelgeneticmarkersofbreastcancersurvival
AT peterlongopaolo identificationofnovelgeneticmarkersofbreastcancersurvival
AT bonannibernardo identificationofnovelgeneticmarkersofbreastcancersurvival
AT marianipaolo identificationofnovelgeneticmarkersofbreastcancersurvival
AT faschingpetera identificationofnovelgeneticmarkersofbreastcancersurvival
AT beckmannmatthiasw identificationofnovelgeneticmarkersofbreastcancersurvival
AT heinalexander identificationofnovelgeneticmarkersofbreastcancersurvival
AT ekiciarifb identificationofnovelgeneticmarkersofbreastcancersurvival
AT chenevixtrenchgeorgia identificationofnovelgeneticmarkersofbreastcancersurvival
AT balleinerosemary identificationofnovelgeneticmarkersofbreastcancersurvival
AT identificationofnovelgeneticmarkersofbreastcancersurvival
AT phillipskellyanne identificationofnovelgeneticmarkersofbreastcancersurvival
AT benitezjavier identificationofnovelgeneticmarkersofbreastcancersurvival
AT zamorampilar identificationofnovelgeneticmarkersofbreastcancersurvival
AT ariasperezjoseignacio identificationofnovelgeneticmarkersofbreastcancersurvival
AT menendezprimitiva identificationofnovelgeneticmarkersofbreastcancersurvival
AT jakubowskaanna identificationofnovelgeneticmarkersofbreastcancersurvival
AT lubinskijan identificationofnovelgeneticmarkersofbreastcancersurvival
AT jaworskabieniekkatarzyna identificationofnovelgeneticmarkersofbreastcancersurvival
AT durdakatarzyna identificationofnovelgeneticmarkersofbreastcancersurvival
AT hamannute identificationofnovelgeneticmarkersofbreastcancersurvival
AT kabischmaria identificationofnovelgeneticmarkersofbreastcancersurvival
AT ulmerhansulrich identificationofnovelgeneticmarkersofbreastcancersurvival
AT rudigerthomas identificationofnovelgeneticmarkersofbreastcancersurvival
AT margolinsara identificationofnovelgeneticmarkersofbreastcancersurvival
AT kristensenvessela identificationofnovelgeneticmarkersofbreastcancersurvival
AT nordsilje identificationofnovelgeneticmarkersofbreastcancersurvival
AT evansdgareth identificationofnovelgeneticmarkersofbreastcancersurvival
AT abrahamjeane identificationofnovelgeneticmarkersofbreastcancersurvival
AT earlhelenam identificationofnovelgeneticmarkersofbreastcancersurvival
AT hillerlouise identificationofnovelgeneticmarkersofbreastcancersurvival
AT dunnjaneta identificationofnovelgeneticmarkersofbreastcancersurvival
AT bowdensarah identificationofnovelgeneticmarkersofbreastcancersurvival
AT bergchristine identificationofnovelgeneticmarkersofbreastcancersurvival
AT campadaniele identificationofnovelgeneticmarkersofbreastcancersurvival
AT diverwryan identificationofnovelgeneticmarkersofbreastcancersurvival
AT gapstursusanm identificationofnovelgeneticmarkersofbreastcancersurvival
AT gaudetmiam identificationofnovelgeneticmarkersofbreastcancersurvival
AT hankinsonsusane identificationofnovelgeneticmarkersofbreastcancersurvival
AT hooverrobertn identificationofnovelgeneticmarkersofbreastcancersurvival
AT husinganika identificationofnovelgeneticmarkersofbreastcancersurvival
AT kaaksrudolf identificationofnovelgeneticmarkersofbreastcancersurvival
AT machielamitchellj identificationofnovelgeneticmarkersofbreastcancersurvival
AT willettwalter identificationofnovelgeneticmarkersofbreastcancersurvival
AT barrdahlmyrto identificationofnovelgeneticmarkersofbreastcancersurvival
AT canzianfederico identificationofnovelgeneticmarkersofbreastcancersurvival
AT chinsuetfeung identificationofnovelgeneticmarkersofbreastcancersurvival
AT caldascarlos identificationofnovelgeneticmarkersofbreastcancersurvival
AT hunterdavidj identificationofnovelgeneticmarkersofbreastcancersurvival
AT lindstromsara identificationofnovelgeneticmarkersofbreastcancersurvival
AT garciaclosasmontserrat identificationofnovelgeneticmarkersofbreastcancersurvival
AT hallper identificationofnovelgeneticmarkersofbreastcancersurvival
AT eastondouglasf identificationofnovelgeneticmarkersofbreastcancersurvival
AT ecclesdianam identificationofnovelgeneticmarkersofbreastcancersurvival
AT rahmannazneen identificationofnovelgeneticmarkersofbreastcancersurvival
AT nevanlinnaheli identificationofnovelgeneticmarkersofbreastcancersurvival
AT pharoahpauldp identificationofnovelgeneticmarkersofbreastcancersurvival