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Assessment of variation in immunosuppressive pathway genes reveals TGFBR2 to be associated with prognosis of estrogen receptor-negative breast cancer after chemotherapy

INTRODUCTION: Tumor lymphocyte infiltration is associated with clinical response to chemotherapy in estrogen receptor (ER) negative breast cancer. To identify variants in immunosuppressive pathway genes associated with prognosis after adjuvant chemotherapy for ER-negative patients, we studied stage...

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Autores principales: Lei, Jieping, Rudolph, Anja, Moysich, Kirsten B, Rafiq, Sajjad, Behrens, Sabine, Goode, Ellen L, Pharoah, Paul PD, Seibold, Petra, Fasching, Peter A, Andrulis, Irene L, Kristensen, Vessela N, Couch, Fergus J, Hamann, Ute, Hooning, Maartje J, Nevanlinna, Heli, Eilber, Ursula, Bolla, Manjeet K, Dennis, Joe, Wang, Qin, Lindblom, Annika, Mannermaa, Arto, Lambrechts, Diether, García-Closas, Montserrat, Hall, Per, Chenevix-Trench, Georgia, Shah, Mitul, Luben, Robert, Haeberle, Lothar, Ekici, Arif B, Beckmann, Matthias W, Knight, Julia A, Glendon, Gord, Tchatchou, Sandrine, Alnæs, Grethe I Grenaker, Borresen-Dale, Anne-Lise, Nord, Silje, Olson, Janet E, Hallberg, Emily, Vachon, Celine, Torres, Diana, Ulmer, Hans-Ulrich, Rüdiger, Thomas, Jager, Agnes, van Deurzen, Carolien HM, Tilanus-Linthorst, Madeleine MA, Muranen, Taru A, Aittomäki, Kristiina, Blomqvist, Carl, Margolin, Sara, Kosma, Veli-Matti, Hartikainen, Jaana M, Kataja, Vesa, Hatse, Sigrid, Wildiers, Hans, Smeets, Ann, Figueroa, Jonine, Chanock, Stephen J, Lissowska, Jolanta, Li, Jingmei, Humphreys, Keith, Phillips, Kelly-Anne, Linn, Sabine, Cornelissen, Sten, van den Broek, Sandra Alexandra J, Kang, Daehee, Choi, Ji-Yeob, Park, Sue K, Yoo, Keun-Young, Hsiung, Chia-Ni, Wu, Pei-Ei, Hou, Ming-Feng, Shen, Chen-Yang, Teo, Soo Hwang, Taib, Nur Aishah Mohd, Yip, Cheng Har, Ho, Gwo Fuang, Matsuo, Keitaro, Ito, Hidemi, Iwata, Hiroji, Tajima, Kazuo, Dunning, Alison M, Benitez, Javier, Czene, Kamila, Sucheston, Lara E, Maishman, Tom, Tapper, William J, Eccles, Diana, Easton, Douglas F, Schmidt, Marjanka K, Chang-Claude, Jenny
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4374346/
https://www.ncbi.nlm.nih.gov/pubmed/25849327
http://dx.doi.org/10.1186/s13058-015-0522-2
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author Lei, Jieping
Rudolph, Anja
Moysich, Kirsten B
Rafiq, Sajjad
Behrens, Sabine
Goode, Ellen L
Pharoah, Paul PD
Seibold, Petra
Fasching, Peter A
Andrulis, Irene L
Kristensen, Vessela N
Couch, Fergus J
Hamann, Ute
Hooning, Maartje J
Nevanlinna, Heli
Eilber, Ursula
Bolla, Manjeet K
Dennis, Joe
Wang, Qin
Lindblom, Annika
Mannermaa, Arto
Lambrechts, Diether
García-Closas, Montserrat
Hall, Per
Chenevix-Trench, Georgia
Shah, Mitul
Luben, Robert
Haeberle, Lothar
Ekici, Arif B
Beckmann, Matthias W
Knight, Julia A
Glendon, Gord
Tchatchou, Sandrine
Alnæs, Grethe I Grenaker
Borresen-Dale, Anne-Lise
Nord, Silje
Olson, Janet E
Hallberg, Emily
Vachon, Celine
Torres, Diana
Ulmer, Hans-Ulrich
Rüdiger, Thomas
Jager, Agnes
van Deurzen, Carolien HM
Tilanus-Linthorst, Madeleine MA
Muranen, Taru A
Aittomäki, Kristiina
Blomqvist, Carl
Margolin, Sara
Kosma, Veli-Matti
Hartikainen, Jaana M
Kataja, Vesa
Hatse, Sigrid
Wildiers, Hans
Smeets, Ann
Figueroa, Jonine
Chanock, Stephen J
Lissowska, Jolanta
Li, Jingmei
Humphreys, Keith
Phillips, Kelly-Anne
Linn, Sabine
Cornelissen, Sten
van den Broek, Sandra Alexandra J
Kang, Daehee
Choi, Ji-Yeob
Park, Sue K
Yoo, Keun-Young
Hsiung, Chia-Ni
Wu, Pei-Ei
Hou, Ming-Feng
Shen, Chen-Yang
Teo, Soo Hwang
Taib, Nur Aishah Mohd
Yip, Cheng Har
Ho, Gwo Fuang
Matsuo, Keitaro
Ito, Hidemi
Iwata, Hiroji
Tajima, Kazuo
Dunning, Alison M
Benitez, Javier
Czene, Kamila
Sucheston, Lara E
Maishman, Tom
Tapper, William J
Eccles, Diana
Easton, Douglas F
Schmidt, Marjanka K
Chang-Claude, Jenny
author_facet Lei, Jieping
Rudolph, Anja
Moysich, Kirsten B
Rafiq, Sajjad
Behrens, Sabine
Goode, Ellen L
Pharoah, Paul PD
Seibold, Petra
Fasching, Peter A
Andrulis, Irene L
Kristensen, Vessela N
Couch, Fergus J
Hamann, Ute
Hooning, Maartje J
Nevanlinna, Heli
Eilber, Ursula
Bolla, Manjeet K
Dennis, Joe
Wang, Qin
Lindblom, Annika
Mannermaa, Arto
Lambrechts, Diether
García-Closas, Montserrat
Hall, Per
Chenevix-Trench, Georgia
Shah, Mitul
Luben, Robert
Haeberle, Lothar
Ekici, Arif B
Beckmann, Matthias W
Knight, Julia A
Glendon, Gord
Tchatchou, Sandrine
Alnæs, Grethe I Grenaker
Borresen-Dale, Anne-Lise
Nord, Silje
Olson, Janet E
Hallberg, Emily
Vachon, Celine
Torres, Diana
Ulmer, Hans-Ulrich
Rüdiger, Thomas
Jager, Agnes
van Deurzen, Carolien HM
Tilanus-Linthorst, Madeleine MA
Muranen, Taru A
Aittomäki, Kristiina
Blomqvist, Carl
Margolin, Sara
Kosma, Veli-Matti
Hartikainen, Jaana M
Kataja, Vesa
Hatse, Sigrid
Wildiers, Hans
Smeets, Ann
Figueroa, Jonine
Chanock, Stephen J
Lissowska, Jolanta
Li, Jingmei
Humphreys, Keith
Phillips, Kelly-Anne
Linn, Sabine
Cornelissen, Sten
van den Broek, Sandra Alexandra J
Kang, Daehee
Choi, Ji-Yeob
Park, Sue K
Yoo, Keun-Young
Hsiung, Chia-Ni
Wu, Pei-Ei
Hou, Ming-Feng
Shen, Chen-Yang
Teo, Soo Hwang
Taib, Nur Aishah Mohd
Yip, Cheng Har
Ho, Gwo Fuang
Matsuo, Keitaro
Ito, Hidemi
Iwata, Hiroji
Tajima, Kazuo
Dunning, Alison M
Benitez, Javier
Czene, Kamila
Sucheston, Lara E
Maishman, Tom
Tapper, William J
Eccles, Diana
Easton, Douglas F
Schmidt, Marjanka K
Chang-Claude, Jenny
author_sort Lei, Jieping
collection PubMed
description INTRODUCTION: Tumor lymphocyte infiltration is associated with clinical response to chemotherapy in estrogen receptor (ER) negative breast cancer. To identify variants in immunosuppressive pathway genes associated with prognosis after adjuvant chemotherapy for ER-negative patients, we studied stage I-III invasive breast cancer patients of European ancestry, including 9,334 ER-positive (3,151 treated with chemotherapy) and 2,334 ER-negative patients (1,499 treated with chemotherapy). METHODS: We pooled data from sixteen studies from the Breast Cancer Association Consortium (BCAC), and employed two independent studies for replications. Overall 3,610 single nucleotide polymorphisms (SNPs) in 133 genes were genotyped as part of the Collaborative Oncological Gene-environment Study, in which phenotype and clinical data were collected and harmonized. Multivariable Cox proportional hazard regression was used to assess genetic associations with overall survival (OS) and breast cancer-specific survival (BCSS). Heterogeneity according to chemotherapy or ER status was evaluated with the log-likelihood ratio test. RESULTS: Three independent SNPs in TGFBR2 and IL12B were associated with OS (P <10(−3)) solely in ER-negative patients after chemotherapy (267 events). Poorer OS associated with TGFBR2 rs1367610 (G > C) (per allele hazard ratio (HR) 1.54 (95% confidence interval (CI) 1.22 to 1.95), P = 3.08 × 10(−4)) was not found in ER-negative patients without chemotherapy or ER-positive patients with chemotherapy (P for interaction <10(−3)). Two SNPs in IL12B (r(2) = 0.20) showed different associations with ER-negative disease after chemotherapy: rs2546892 (G > A) with poorer OS (HR 1.50 (95% CI 1.21 to 1.86), P = 1.81 × 10(−4)), and rs2853694 (A > C) with improved OS (HR 0.73 (95% CI 0.61 to 0.87), P = 3.67 × 10(−4)). Similar associations were observed with BCSS. Association with TGFBR2 rs1367610 but not IL12B variants replicated using BCAC Asian samples and the independent Prospective Study of Outcomes in Sporadic versus Hereditary Breast Cancer Study and yielded a combined HR of 1.57 ((95% CI 1.28 to 1.94), P = 2.05 × 10(−5)) without study heterogeneity. CONCLUSIONS: TGFBR2 variants may have prognostic and predictive value in ER-negative breast cancer patients treated with adjuvant chemotherapy. Our findings provide further insights into the development of immunotherapeutic targets for ER-negative breast cancer. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13058-015-0522-2) contains supplementary material, which is available to authorized users.
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spelling pubmed-43743462015-03-27 Assessment of variation in immunosuppressive pathway genes reveals TGFBR2 to be associated with prognosis of estrogen receptor-negative breast cancer after chemotherapy Lei, Jieping Rudolph, Anja Moysich, Kirsten B Rafiq, Sajjad Behrens, Sabine Goode, Ellen L Pharoah, Paul PD Seibold, Petra Fasching, Peter A Andrulis, Irene L Kristensen, Vessela N Couch, Fergus J Hamann, Ute Hooning, Maartje J Nevanlinna, Heli Eilber, Ursula Bolla, Manjeet K Dennis, Joe Wang, Qin Lindblom, Annika Mannermaa, Arto Lambrechts, Diether García-Closas, Montserrat Hall, Per Chenevix-Trench, Georgia Shah, Mitul Luben, Robert Haeberle, Lothar Ekici, Arif B Beckmann, Matthias W Knight, Julia A Glendon, Gord Tchatchou, Sandrine Alnæs, Grethe I Grenaker Borresen-Dale, Anne-Lise Nord, Silje Olson, Janet E Hallberg, Emily Vachon, Celine Torres, Diana Ulmer, Hans-Ulrich Rüdiger, Thomas Jager, Agnes van Deurzen, Carolien HM Tilanus-Linthorst, Madeleine MA Muranen, Taru A Aittomäki, Kristiina Blomqvist, Carl Margolin, Sara Kosma, Veli-Matti Hartikainen, Jaana M Kataja, Vesa Hatse, Sigrid Wildiers, Hans Smeets, Ann Figueroa, Jonine Chanock, Stephen J Lissowska, Jolanta Li, Jingmei Humphreys, Keith Phillips, Kelly-Anne Linn, Sabine Cornelissen, Sten van den Broek, Sandra Alexandra J Kang, Daehee Choi, Ji-Yeob Park, Sue K Yoo, Keun-Young Hsiung, Chia-Ni Wu, Pei-Ei Hou, Ming-Feng Shen, Chen-Yang Teo, Soo Hwang Taib, Nur Aishah Mohd Yip, Cheng Har Ho, Gwo Fuang Matsuo, Keitaro Ito, Hidemi Iwata, Hiroji Tajima, Kazuo Dunning, Alison M Benitez, Javier Czene, Kamila Sucheston, Lara E Maishman, Tom Tapper, William J Eccles, Diana Easton, Douglas F Schmidt, Marjanka K Chang-Claude, Jenny Breast Cancer Res Research Article INTRODUCTION: Tumor lymphocyte infiltration is associated with clinical response to chemotherapy in estrogen receptor (ER) negative breast cancer. To identify variants in immunosuppressive pathway genes associated with prognosis after adjuvant chemotherapy for ER-negative patients, we studied stage I-III invasive breast cancer patients of European ancestry, including 9,334 ER-positive (3,151 treated with chemotherapy) and 2,334 ER-negative patients (1,499 treated with chemotherapy). METHODS: We pooled data from sixteen studies from the Breast Cancer Association Consortium (BCAC), and employed two independent studies for replications. Overall 3,610 single nucleotide polymorphisms (SNPs) in 133 genes were genotyped as part of the Collaborative Oncological Gene-environment Study, in which phenotype and clinical data were collected and harmonized. Multivariable Cox proportional hazard regression was used to assess genetic associations with overall survival (OS) and breast cancer-specific survival (BCSS). Heterogeneity according to chemotherapy or ER status was evaluated with the log-likelihood ratio test. RESULTS: Three independent SNPs in TGFBR2 and IL12B were associated with OS (P <10(−3)) solely in ER-negative patients after chemotherapy (267 events). Poorer OS associated with TGFBR2 rs1367610 (G > C) (per allele hazard ratio (HR) 1.54 (95% confidence interval (CI) 1.22 to 1.95), P = 3.08 × 10(−4)) was not found in ER-negative patients without chemotherapy or ER-positive patients with chemotherapy (P for interaction <10(−3)). Two SNPs in IL12B (r(2) = 0.20) showed different associations with ER-negative disease after chemotherapy: rs2546892 (G > A) with poorer OS (HR 1.50 (95% CI 1.21 to 1.86), P = 1.81 × 10(−4)), and rs2853694 (A > C) with improved OS (HR 0.73 (95% CI 0.61 to 0.87), P = 3.67 × 10(−4)). Similar associations were observed with BCSS. Association with TGFBR2 rs1367610 but not IL12B variants replicated using BCAC Asian samples and the independent Prospective Study of Outcomes in Sporadic versus Hereditary Breast Cancer Study and yielded a combined HR of 1.57 ((95% CI 1.28 to 1.94), P = 2.05 × 10(−5)) without study heterogeneity. CONCLUSIONS: TGFBR2 variants may have prognostic and predictive value in ER-negative breast cancer patients treated with adjuvant chemotherapy. Our findings provide further insights into the development of immunotherapeutic targets for ER-negative breast cancer. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13058-015-0522-2) contains supplementary material, which is available to authorized users. BioMed Central 2015-02-10 2015 /pmc/articles/PMC4374346/ /pubmed/25849327 http://dx.doi.org/10.1186/s13058-015-0522-2 Text en © Lei et al.; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Lei, Jieping
Rudolph, Anja
Moysich, Kirsten B
Rafiq, Sajjad
Behrens, Sabine
Goode, Ellen L
Pharoah, Paul PD
Seibold, Petra
Fasching, Peter A
Andrulis, Irene L
Kristensen, Vessela N
Couch, Fergus J
Hamann, Ute
Hooning, Maartje J
Nevanlinna, Heli
Eilber, Ursula
Bolla, Manjeet K
Dennis, Joe
Wang, Qin
Lindblom, Annika
Mannermaa, Arto
Lambrechts, Diether
García-Closas, Montserrat
Hall, Per
Chenevix-Trench, Georgia
Shah, Mitul
Luben, Robert
Haeberle, Lothar
Ekici, Arif B
Beckmann, Matthias W
Knight, Julia A
Glendon, Gord
Tchatchou, Sandrine
Alnæs, Grethe I Grenaker
Borresen-Dale, Anne-Lise
Nord, Silje
Olson, Janet E
Hallberg, Emily
Vachon, Celine
Torres, Diana
Ulmer, Hans-Ulrich
Rüdiger, Thomas
Jager, Agnes
van Deurzen, Carolien HM
Tilanus-Linthorst, Madeleine MA
Muranen, Taru A
Aittomäki, Kristiina
Blomqvist, Carl
Margolin, Sara
Kosma, Veli-Matti
Hartikainen, Jaana M
Kataja, Vesa
Hatse, Sigrid
Wildiers, Hans
Smeets, Ann
Figueroa, Jonine
Chanock, Stephen J
Lissowska, Jolanta
Li, Jingmei
Humphreys, Keith
Phillips, Kelly-Anne
Linn, Sabine
Cornelissen, Sten
van den Broek, Sandra Alexandra J
Kang, Daehee
Choi, Ji-Yeob
Park, Sue K
Yoo, Keun-Young
Hsiung, Chia-Ni
Wu, Pei-Ei
Hou, Ming-Feng
Shen, Chen-Yang
Teo, Soo Hwang
Taib, Nur Aishah Mohd
Yip, Cheng Har
Ho, Gwo Fuang
Matsuo, Keitaro
Ito, Hidemi
Iwata, Hiroji
Tajima, Kazuo
Dunning, Alison M
Benitez, Javier
Czene, Kamila
Sucheston, Lara E
Maishman, Tom
Tapper, William J
Eccles, Diana
Easton, Douglas F
Schmidt, Marjanka K
Chang-Claude, Jenny
Assessment of variation in immunosuppressive pathway genes reveals TGFBR2 to be associated with prognosis of estrogen receptor-negative breast cancer after chemotherapy
title Assessment of variation in immunosuppressive pathway genes reveals TGFBR2 to be associated with prognosis of estrogen receptor-negative breast cancer after chemotherapy
title_full Assessment of variation in immunosuppressive pathway genes reveals TGFBR2 to be associated with prognosis of estrogen receptor-negative breast cancer after chemotherapy
title_fullStr Assessment of variation in immunosuppressive pathway genes reveals TGFBR2 to be associated with prognosis of estrogen receptor-negative breast cancer after chemotherapy
title_full_unstemmed Assessment of variation in immunosuppressive pathway genes reveals TGFBR2 to be associated with prognosis of estrogen receptor-negative breast cancer after chemotherapy
title_short Assessment of variation in immunosuppressive pathway genes reveals TGFBR2 to be associated with prognosis of estrogen receptor-negative breast cancer after chemotherapy
title_sort assessment of variation in immunosuppressive pathway genes reveals tgfbr2 to be associated with prognosis of estrogen receptor-negative breast cancer after chemotherapy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4374346/
https://www.ncbi.nlm.nih.gov/pubmed/25849327
http://dx.doi.org/10.1186/s13058-015-0522-2
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AT lissowskajolanta assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT lijingmei assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT humphreyskeith assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT phillipskellyanne assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT linnsabine assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT cornelissensten assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT vandenbroeksandraalexandraj assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT kangdaehee assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT choijiyeob assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT parksuek assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT yookeunyoung assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT hsiungchiani assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT wupeiei assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT houmingfeng assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT shenchenyang assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT teosoohwang assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT taibnuraishahmohd assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT yipchenghar assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT hogwofuang assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT matsuokeitaro assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT itohidemi assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT iwatahiroji assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT tajimakazuo assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT dunningalisonm assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT benitezjavier assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT czenekamila assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT suchestonlarae assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT maishmantom assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT tapperwilliamj assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT ecclesdiana assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT eastondouglasf assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT schmidtmarjankak assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy
AT changclaudejenny assessmentofvariationinimmunosuppressivepathwaygenesrevealstgfbr2tobeassociatedwithprognosisofestrogenreceptornegativebreastcancerafterchemotherapy