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Heterogeneity of Breast Cancer Associations with Five Susceptibility Loci by Clinical and Pathological Characteristics

A three-stage genome-wide association study recently identified single nucleotide polymorphisms (SNPs) in five loci (fibroblast growth receptor 2 (FGFR2), trinucleotide repeat containing 9 (TNRC9), mitogen-activated protein kinase 3 K1 (MAP3K1), 8q24, and lymphocyte-specific protein 1 (LSP1)) associ...

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Autores principales: Garcia-Closas, Montserrat, Hall, Per, Nevanlinna, Heli, Pooley, Karen, Morrison, Jonathan, Richesson, Douglas A., Bojesen, Stig E., Nordestgaard, Børge G., Axelsson, Christen K., Arias, Jose I., Milne, Roger L., Ribas, Gloria, González-Neira, Anna, Benítez, Javier, Zamora, Pilar, Brauch, Hiltrud, Justenhoven, Christina, Hamann, Ute, Ko, Yon-Dschun, Bruening, Thomas, Haas, Susanne, Dörk, Thilo, Schürmann, Peter, Hillemanns, Peter, Bogdanova, Natalia, Bremer, Michael, Karstens, Johann Hinrich, Fagerholm, Rainer, Aaltonen, Kirsimari, Aittomäki, Kristiina, von Smitten, Karl, Blomqvist, Carl, Mannermaa, Arto, Uusitupa, Matti, Eskelinen, Matti, Tengström, Maria, Kosma, Veli-Matti, Kataja, Vesa, Chenevix-Trench, Georgia, Spurdle, Amanda B., Beesley, Jonathan, Chen, Xiaoqing, Australian Ovarian Cancer Management Group, The Kathleen Cuningham Foundation Consortium for Research into Familial Breast Cancer, Devilee, Peter, van Asperen, Christi J., Jacobi, Catharina E., Tollenaar, Rob A. E. M., Huijts, Petra E.A., Klijn, Jan G. M., Chang-Claude, Jenny, Kropp, Silke, Slanger, Tracy, Flesch-Janys, Dieter, Mutschelknauss, Elke, Salazar, Ramona, Wang-Gohrke, Shan, Couch, Fergus, Goode, Ellen L., Olson, Janet E., Vachon, Celine, Fredericksen, Zachary S., Giles, Graham G., Baglietto, Laura, Severi, Gianluca, Hopper, John L., English, Dallas R., Southey, Melissa C., Haiman, Christopher A., Henderson, Brian E., Kolonel, Laurence N., Le Marchand, Loic, Stram, Daniel O., Hunter, David J., Hankinson, Susan E., Cox, David G., Tamimi, Rulla, Kraft, Peter, Sherman, Mark E., Chanock, Stephen J., Lissowska, Jolanta, Brinton, Louise A., Peplonska, Beata, Hooning, Maartje J., Meijers-Heijboer, Han, Collee, J. Margriet, van den Ouweland, Ans, Uitterlinden, Andre G., Liu, Jianjun, Lin, Low Yen, Yuqing, Li, Humphreys, Keith, Czene, Kamila, Cox, Angela, Balasubramanian, Sabapathy P., Cross, Simon S., Reed, Malcolm W. R., Blows, Fiona, Driver, Kristy, Dunning, Alison, Tyrer, Jonathan, Ponder, Bruce A. J., Sangrajrang, Suleeporn, Brennan, Paul, McKay, James, Odefrey, Fabrice, Gabrieau, Valerie, Sigurdson, Alice, Doody, Michele, Struewing, Jeffrey P., Alexander, Bruce, Easton, Douglas F., Pharoah, Paul D.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2291027/
https://www.ncbi.nlm.nih.gov/pubmed/18437204
http://dx.doi.org/10.1371/journal.pgen.1000054
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author Garcia-Closas, Montserrat
Hall, Per
Nevanlinna, Heli
Pooley, Karen
Morrison, Jonathan
Richesson, Douglas A.
Bojesen, Stig E.
Nordestgaard, Børge G.
Axelsson, Christen K.
Arias, Jose I.
Milne, Roger L.
Ribas, Gloria
González-Neira, Anna
Benítez, Javier
Zamora, Pilar
Brauch, Hiltrud
Justenhoven, Christina
Hamann, Ute
Ko, Yon-Dschun
Bruening, Thomas
Haas, Susanne
Dörk, Thilo
Schürmann, Peter
Hillemanns, Peter
Bogdanova, Natalia
Bremer, Michael
Karstens, Johann Hinrich
Fagerholm, Rainer
Aaltonen, Kirsimari
Aittomäki, Kristiina
von Smitten, Karl
Blomqvist, Carl
Mannermaa, Arto
Uusitupa, Matti
Eskelinen, Matti
Tengström, Maria
Kosma, Veli-Matti
Kataja, Vesa
Chenevix-Trench, Georgia
Spurdle, Amanda B.
Beesley, Jonathan
Chen, Xiaoqing
Australian Ovarian Cancer Management Group,
The Kathleen Cuningham Foundation Consortium for Research into Familial Breast Cancer,
Devilee, Peter
van Asperen, Christi J.
Jacobi, Catharina E.
Tollenaar, Rob A. E. M.
Huijts, Petra E.A.
Klijn, Jan G. M.
Chang-Claude, Jenny
Kropp, Silke
Slanger, Tracy
Flesch-Janys, Dieter
Mutschelknauss, Elke
Salazar, Ramona
Wang-Gohrke, Shan
Couch, Fergus
Goode, Ellen L.
Olson, Janet E.
Vachon, Celine
Fredericksen, Zachary S.
Giles, Graham G.
Baglietto, Laura
Severi, Gianluca
Hopper, John L.
English, Dallas R.
Southey, Melissa C.
Haiman, Christopher A.
Henderson, Brian E.
Kolonel, Laurence N.
Le Marchand, Loic
Stram, Daniel O.
Hunter, David J.
Hankinson, Susan E.
Cox, David G.
Tamimi, Rulla
Kraft, Peter
Sherman, Mark E.
Chanock, Stephen J.
Lissowska, Jolanta
Brinton, Louise A.
Peplonska, Beata
Klijn, Jan G. M.
Hooning, Maartje J.
Meijers-Heijboer, Han
Collee, J. Margriet
van den Ouweland, Ans
Uitterlinden, Andre G.
Liu, Jianjun
Lin, Low Yen
Yuqing, Li
Humphreys, Keith
Czene, Kamila
Cox, Angela
Balasubramanian, Sabapathy P.
Cross, Simon S.
Reed, Malcolm W. R.
Blows, Fiona
Driver, Kristy
Dunning, Alison
Tyrer, Jonathan
Ponder, Bruce A. J.
Sangrajrang, Suleeporn
Brennan, Paul
McKay, James
Odefrey, Fabrice
Gabrieau, Valerie
Sigurdson, Alice
Doody, Michele
Struewing, Jeffrey P.
Alexander, Bruce
Easton, Douglas F.
Pharoah, Paul D.
author_facet Garcia-Closas, Montserrat
Hall, Per
Nevanlinna, Heli
Pooley, Karen
Morrison, Jonathan
Richesson, Douglas A.
Bojesen, Stig E.
Nordestgaard, Børge G.
Axelsson, Christen K.
Arias, Jose I.
Milne, Roger L.
Ribas, Gloria
González-Neira, Anna
Benítez, Javier
Zamora, Pilar
Brauch, Hiltrud
Justenhoven, Christina
Hamann, Ute
Ko, Yon-Dschun
Bruening, Thomas
Haas, Susanne
Dörk, Thilo
Schürmann, Peter
Hillemanns, Peter
Bogdanova, Natalia
Bremer, Michael
Karstens, Johann Hinrich
Fagerholm, Rainer
Aaltonen, Kirsimari
Aittomäki, Kristiina
von Smitten, Karl
Blomqvist, Carl
Mannermaa, Arto
Uusitupa, Matti
Eskelinen, Matti
Tengström, Maria
Kosma, Veli-Matti
Kataja, Vesa
Chenevix-Trench, Georgia
Spurdle, Amanda B.
Beesley, Jonathan
Chen, Xiaoqing
Australian Ovarian Cancer Management Group,
The Kathleen Cuningham Foundation Consortium for Research into Familial Breast Cancer,
Devilee, Peter
van Asperen, Christi J.
Jacobi, Catharina E.
Tollenaar, Rob A. E. M.
Huijts, Petra E.A.
Klijn, Jan G. M.
Chang-Claude, Jenny
Kropp, Silke
Slanger, Tracy
Flesch-Janys, Dieter
Mutschelknauss, Elke
Salazar, Ramona
Wang-Gohrke, Shan
Couch, Fergus
Goode, Ellen L.
Olson, Janet E.
Vachon, Celine
Fredericksen, Zachary S.
Giles, Graham G.
Baglietto, Laura
Severi, Gianluca
Hopper, John L.
English, Dallas R.
Southey, Melissa C.
Haiman, Christopher A.
Henderson, Brian E.
Kolonel, Laurence N.
Le Marchand, Loic
Stram, Daniel O.
Hunter, David J.
Hankinson, Susan E.
Cox, David G.
Tamimi, Rulla
Kraft, Peter
Sherman, Mark E.
Chanock, Stephen J.
Lissowska, Jolanta
Brinton, Louise A.
Peplonska, Beata
Klijn, Jan G. M.
Hooning, Maartje J.
Meijers-Heijboer, Han
Collee, J. Margriet
van den Ouweland, Ans
Uitterlinden, Andre G.
Liu, Jianjun
Lin, Low Yen
Yuqing, Li
Humphreys, Keith
Czene, Kamila
Cox, Angela
Balasubramanian, Sabapathy P.
Cross, Simon S.
Reed, Malcolm W. R.
Blows, Fiona
Driver, Kristy
Dunning, Alison
Tyrer, Jonathan
Ponder, Bruce A. J.
Sangrajrang, Suleeporn
Brennan, Paul
McKay, James
Odefrey, Fabrice
Gabrieau, Valerie
Sigurdson, Alice
Doody, Michele
Struewing, Jeffrey P.
Alexander, Bruce
Easton, Douglas F.
Pharoah, Paul D.
author_sort Garcia-Closas, Montserrat
collection PubMed
description A three-stage genome-wide association study recently identified single nucleotide polymorphisms (SNPs) in five loci (fibroblast growth receptor 2 (FGFR2), trinucleotide repeat containing 9 (TNRC9), mitogen-activated protein kinase 3 K1 (MAP3K1), 8q24, and lymphocyte-specific protein 1 (LSP1)) associated with breast cancer risk. We investigated whether the associations between these SNPs and breast cancer risk varied by clinically important tumor characteristics in up to 23,039 invasive breast cancer cases and 26,273 controls from 20 studies. We also evaluated their influence on overall survival in 13,527 cases from 13 studies. All participants were of European or Asian origin. rs2981582 in FGFR2 was more strongly related to ER-positive (per-allele OR (95%CI) = 1.31 (1.27–1.36)) than ER-negative (1.08 (1.03–1.14)) disease (P for heterogeneity = 10(−13)). This SNP was also more strongly related to PR-positive, low grade and node positive tumors (P = 10(−5), 10(−8), 0.013, respectively). The association for rs13281615 in 8q24 was stronger for ER-positive, PR-positive, and low grade tumors (P = 0.001, 0.011 and 10(−4), respectively). The differences in the associations between SNPs in FGFR2 and 8q24 and risk by ER and grade remained significant after permutation adjustment for multiple comparisons and after adjustment for other tumor characteristics. Three SNPs (rs2981582, rs3803662, and rs889312) showed weak but significant associations with ER-negative disease, the strongest association being for rs3803662 in TNRC9 (1.14 (1.09–1.21)). rs13281615 in 8q24 was associated with an improvement in survival after diagnosis (per-allele HR = 0.90 (0.83–0.97). The association was attenuated and non-significant after adjusting for known prognostic factors. Our findings show that common genetic variants influence the pathological subtype of breast cancer and provide further support for the hypothesis that ER-positive and ER-negative disease are biologically distinct. Understanding the etiologic heterogeneity of breast cancer may ultimately result in improvements in prevention, early detection, and treatment.
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spelling pubmed-22910272008-04-25 Heterogeneity of Breast Cancer Associations with Five Susceptibility Loci by Clinical and Pathological Characteristics Garcia-Closas, Montserrat Hall, Per Nevanlinna, Heli Pooley, Karen Morrison, Jonathan Richesson, Douglas A. Bojesen, Stig E. Nordestgaard, Børge G. Axelsson, Christen K. Arias, Jose I. Milne, Roger L. Ribas, Gloria González-Neira, Anna Benítez, Javier Zamora, Pilar Brauch, Hiltrud Justenhoven, Christina Hamann, Ute Ko, Yon-Dschun Bruening, Thomas Haas, Susanne Dörk, Thilo Schürmann, Peter Hillemanns, Peter Bogdanova, Natalia Bremer, Michael Karstens, Johann Hinrich Fagerholm, Rainer Aaltonen, Kirsimari Aittomäki, Kristiina von Smitten, Karl Blomqvist, Carl Mannermaa, Arto Uusitupa, Matti Eskelinen, Matti Tengström, Maria Kosma, Veli-Matti Kataja, Vesa Chenevix-Trench, Georgia Spurdle, Amanda B. Beesley, Jonathan Chen, Xiaoqing Australian Ovarian Cancer Management Group, The Kathleen Cuningham Foundation Consortium for Research into Familial Breast Cancer, Devilee, Peter van Asperen, Christi J. Jacobi, Catharina E. Tollenaar, Rob A. E. M. Huijts, Petra E.A. Klijn, Jan G. M. Chang-Claude, Jenny Kropp, Silke Slanger, Tracy Flesch-Janys, Dieter Mutschelknauss, Elke Salazar, Ramona Wang-Gohrke, Shan Couch, Fergus Goode, Ellen L. Olson, Janet E. Vachon, Celine Fredericksen, Zachary S. Giles, Graham G. Baglietto, Laura Severi, Gianluca Hopper, John L. English, Dallas R. Southey, Melissa C. Haiman, Christopher A. Henderson, Brian E. Kolonel, Laurence N. Le Marchand, Loic Stram, Daniel O. Hunter, David J. Hankinson, Susan E. Cox, David G. Tamimi, Rulla Kraft, Peter Sherman, Mark E. Chanock, Stephen J. Lissowska, Jolanta Brinton, Louise A. Peplonska, Beata Klijn, Jan G. M. Hooning, Maartje J. Meijers-Heijboer, Han Collee, J. Margriet van den Ouweland, Ans Uitterlinden, Andre G. Liu, Jianjun Lin, Low Yen Yuqing, Li Humphreys, Keith Czene, Kamila Cox, Angela Balasubramanian, Sabapathy P. Cross, Simon S. Reed, Malcolm W. R. Blows, Fiona Driver, Kristy Dunning, Alison Tyrer, Jonathan Ponder, Bruce A. J. Sangrajrang, Suleeporn Brennan, Paul McKay, James Odefrey, Fabrice Gabrieau, Valerie Sigurdson, Alice Doody, Michele Struewing, Jeffrey P. Alexander, Bruce Easton, Douglas F. Pharoah, Paul D. PLoS Genet Research Article A three-stage genome-wide association study recently identified single nucleotide polymorphisms (SNPs) in five loci (fibroblast growth receptor 2 (FGFR2), trinucleotide repeat containing 9 (TNRC9), mitogen-activated protein kinase 3 K1 (MAP3K1), 8q24, and lymphocyte-specific protein 1 (LSP1)) associated with breast cancer risk. We investigated whether the associations between these SNPs and breast cancer risk varied by clinically important tumor characteristics in up to 23,039 invasive breast cancer cases and 26,273 controls from 20 studies. We also evaluated their influence on overall survival in 13,527 cases from 13 studies. All participants were of European or Asian origin. rs2981582 in FGFR2 was more strongly related to ER-positive (per-allele OR (95%CI) = 1.31 (1.27–1.36)) than ER-negative (1.08 (1.03–1.14)) disease (P for heterogeneity = 10(−13)). This SNP was also more strongly related to PR-positive, low grade and node positive tumors (P = 10(−5), 10(−8), 0.013, respectively). The association for rs13281615 in 8q24 was stronger for ER-positive, PR-positive, and low grade tumors (P = 0.001, 0.011 and 10(−4), respectively). The differences in the associations between SNPs in FGFR2 and 8q24 and risk by ER and grade remained significant after permutation adjustment for multiple comparisons and after adjustment for other tumor characteristics. Three SNPs (rs2981582, rs3803662, and rs889312) showed weak but significant associations with ER-negative disease, the strongest association being for rs3803662 in TNRC9 (1.14 (1.09–1.21)). rs13281615 in 8q24 was associated with an improvement in survival after diagnosis (per-allele HR = 0.90 (0.83–0.97). The association was attenuated and non-significant after adjusting for known prognostic factors. Our findings show that common genetic variants influence the pathological subtype of breast cancer and provide further support for the hypothesis that ER-positive and ER-negative disease are biologically distinct. Understanding the etiologic heterogeneity of breast cancer may ultimately result in improvements in prevention, early detection, and treatment. Public Library of Science 2008-04-25 /pmc/articles/PMC2291027/ /pubmed/18437204 http://dx.doi.org/10.1371/journal.pgen.1000054 Text en This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
spellingShingle Research Article
Garcia-Closas, Montserrat
Hall, Per
Nevanlinna, Heli
Pooley, Karen
Morrison, Jonathan
Richesson, Douglas A.
Bojesen, Stig E.
Nordestgaard, Børge G.
Axelsson, Christen K.
Arias, Jose I.
Milne, Roger L.
Ribas, Gloria
González-Neira, Anna
Benítez, Javier
Zamora, Pilar
Brauch, Hiltrud
Justenhoven, Christina
Hamann, Ute
Ko, Yon-Dschun
Bruening, Thomas
Haas, Susanne
Dörk, Thilo
Schürmann, Peter
Hillemanns, Peter
Bogdanova, Natalia
Bremer, Michael
Karstens, Johann Hinrich
Fagerholm, Rainer
Aaltonen, Kirsimari
Aittomäki, Kristiina
von Smitten, Karl
Blomqvist, Carl
Mannermaa, Arto
Uusitupa, Matti
Eskelinen, Matti
Tengström, Maria
Kosma, Veli-Matti
Kataja, Vesa
Chenevix-Trench, Georgia
Spurdle, Amanda B.
Beesley, Jonathan
Chen, Xiaoqing
Australian Ovarian Cancer Management Group,
The Kathleen Cuningham Foundation Consortium for Research into Familial Breast Cancer,
Devilee, Peter
van Asperen, Christi J.
Jacobi, Catharina E.
Tollenaar, Rob A. E. M.
Huijts, Petra E.A.
Klijn, Jan G. M.
Chang-Claude, Jenny
Kropp, Silke
Slanger, Tracy
Flesch-Janys, Dieter
Mutschelknauss, Elke
Salazar, Ramona
Wang-Gohrke, Shan
Couch, Fergus
Goode, Ellen L.
Olson, Janet E.
Vachon, Celine
Fredericksen, Zachary S.
Giles, Graham G.
Baglietto, Laura
Severi, Gianluca
Hopper, John L.
English, Dallas R.
Southey, Melissa C.
Haiman, Christopher A.
Henderson, Brian E.
Kolonel, Laurence N.
Le Marchand, Loic
Stram, Daniel O.
Hunter, David J.
Hankinson, Susan E.
Cox, David G.
Tamimi, Rulla
Kraft, Peter
Sherman, Mark E.
Chanock, Stephen J.
Lissowska, Jolanta
Brinton, Louise A.
Peplonska, Beata
Klijn, Jan G. M.
Hooning, Maartje J.
Meijers-Heijboer, Han
Collee, J. Margriet
van den Ouweland, Ans
Uitterlinden, Andre G.
Liu, Jianjun
Lin, Low Yen
Yuqing, Li
Humphreys, Keith
Czene, Kamila
Cox, Angela
Balasubramanian, Sabapathy P.
Cross, Simon S.
Reed, Malcolm W. R.
Blows, Fiona
Driver, Kristy
Dunning, Alison
Tyrer, Jonathan
Ponder, Bruce A. J.
Sangrajrang, Suleeporn
Brennan, Paul
McKay, James
Odefrey, Fabrice
Gabrieau, Valerie
Sigurdson, Alice
Doody, Michele
Struewing, Jeffrey P.
Alexander, Bruce
Easton, Douglas F.
Pharoah, Paul D.
Heterogeneity of Breast Cancer Associations with Five Susceptibility Loci by Clinical and Pathological Characteristics
title Heterogeneity of Breast Cancer Associations with Five Susceptibility Loci by Clinical and Pathological Characteristics
title_full Heterogeneity of Breast Cancer Associations with Five Susceptibility Loci by Clinical and Pathological Characteristics
title_fullStr Heterogeneity of Breast Cancer Associations with Five Susceptibility Loci by Clinical and Pathological Characteristics
title_full_unstemmed Heterogeneity of Breast Cancer Associations with Five Susceptibility Loci by Clinical and Pathological Characteristics
title_short Heterogeneity of Breast Cancer Associations with Five Susceptibility Loci by Clinical and Pathological Characteristics
title_sort heterogeneity of breast cancer associations with five susceptibility loci by clinical and pathological characteristics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2291027/
https://www.ncbi.nlm.nih.gov/pubmed/18437204
http://dx.doi.org/10.1371/journal.pgen.1000054
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AT fredericksenzacharys heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT gilesgrahamg heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT bagliettolaura heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT severigianluca heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT hopperjohnl heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT englishdallasr heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT southeymelissac heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT haimanchristophera heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT hendersonbriane heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT kolonellaurencen heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT lemarchandloic heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT stramdanielo heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT hunterdavidj heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT hankinsonsusane heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT coxdavidg heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT tamimirulla heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT kraftpeter heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT shermanmarke heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT chanockstephenj heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT lissowskajolanta heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT brintonlouisea heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT peplonskabeata heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT klijnjangm heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT hooningmaartjej heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT meijersheijboerhan heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT colleejmargriet heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT vandenouwelandans heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT uitterlindenandreg heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT liujianjun heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT linlowyen heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT yuqingli heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT humphreyskeith heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT czenekamila heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT coxangela heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT balasubramaniansabapathyp heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT crosssimons heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT reedmalcolmwr heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT blowsfiona heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT driverkristy heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT dunningalison heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT tyrerjonathan heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT ponderbruceaj heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT sangrajrangsuleeporn heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT brennanpaul heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT mckayjames heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT odefreyfabrice heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT gabrieauvalerie heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT sigurdsonalice heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT doodymichele heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT struewingjeffreyp heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT alexanderbruce heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT eastondouglasf heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics
AT pharoahpauld heterogeneityofbreastcancerassociationswithfivesusceptibilitylocibyclinicalandpathologicalcharacteristics