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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

Assessment of variation in immunosuppressive pathway genes reveals TGFBR2 to be associated with prognosis of estrogen receptor-negative breast cancer after chemotherapy
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 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 (r² = 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.

Adult, Antineoplastic Combined Chemotherapy Protocols, Biomarkers, Tumor, Breast Neoplasms, Female, Genomics, Humans, Immunomodulation, Interleukin-12 Subunit p40, Kaplan-Meier Estimate, Middle Aged, Neoplasm Grading, Neoplasm Staging, Polymorphism, Single Nucleotide, Prognosis, Protein-Serine-Threonine Kinases, Receptors, Estrogen, Receptors, Transforming Growth Factor beta, Signal Transduction, Treatment Outcome, Tumor Burden, Journal Article, Meta-Analysis, Research Support, N.I.H., Extramural, Research Support, Non-U.S. Gov't, Research Support, U.S. Gov't, Non-P.H.S.
Lei, Jieping
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Couch, Fergus J.
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Hamann, Ute
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Dennis, Joe
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Hall, Per
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Glendon, Gord
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Tchatchou, Sandrine
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Alnæs, Grethe I. Grenaker
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Borresen-Dale, Anne-Lise
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Nord, Silje
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Olson, Janet E.
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Hallberg, Emily
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Vachon, Celine
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Torres, Diana
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Ulmer, Hans-Ulrich
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Rüdiger, Thomas
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Jager, Agnes
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van Deurzen, Carolien H.M.
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Tilanus-Linthorst, Madeleine M.A.
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Muranen, Taru A.
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Aittomäki, Kristiina
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Maishman, Tom
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Tapper, William J.
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Eccles, Diana
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KConFab Investigators
Lei, Jieping
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Rudolph, Anja
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Moysich, Kirsten B.
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Rafiq, Sajjad
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Behrens, Sabine
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Goode, Ellen L.
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Pharoah, Paul P.D.
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Seibold, Petra
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Fasching, Peter A.
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Andrulis, Irene L.
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Kristensen, Vessela N.
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Couch, Fergus J.
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Hamann, Ute
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Hooning, Maartje J.
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Nevanlinna, Heli
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Eilber, Ursula
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Bolla, Manjeet K.
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Dennis, Joe
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Wang, Qin
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Lindblom, Annika
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Mannermaa, Arto
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Lambrechts, Diether
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Hall, Per
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Chenevix-Trench, Georgia
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Shah, Mitul
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Haeberle, Lothar
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Ekici, Arif B.
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Beckmann, Matthias W.
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Knight, Julia A
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Glendon, Gord
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Nord, Silje
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Olson, Janet E.
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Hallberg, Emily
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Vachon, Celine
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Torres, Diana
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Ulmer, Hans-Ulrich
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Rüdiger, Thomas
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Jager, Agnes
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van Deurzen, Carolien H.M.
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Maishman, Tom
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Tapper, William J.
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Eccles, Diana
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Lei, Jieping, Rudolph, Anja, Moysich, Kirsten B., Rafiq, Sajjad, Behrens, Sabine, Goode, Ellen L., Pharoah, Paul P.D., 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 H.M., Tilanus-Linthorst, Madeleine M.A., Muranen, Taru A., Aittomäki, Kristiina, Maishman, Tom, Tapper, William J. and Eccles, Diana , KConFab Investigators (2015) Assessment of variation in immunosuppressive pathway genes reveals TGFBR2 to be associated with prognosis of estrogen receptor-negative breast cancer after chemotherapy. Breast Cancer Research, 17 (18). (doi:10.1186/s13058-015-0522-2).

Record type: Article

Abstract

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 (r² = 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.

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More information

Accepted/In Press date: 23 January 2015
Published date: 10 February 2015
Keywords: Adult, Antineoplastic Combined Chemotherapy Protocols, Biomarkers, Tumor, Breast Neoplasms, Female, Genomics, Humans, Immunomodulation, Interleukin-12 Subunit p40, Kaplan-Meier Estimate, Middle Aged, Neoplasm Grading, Neoplasm Staging, Polymorphism, Single Nucleotide, Prognosis, Protein-Serine-Threonine Kinases, Receptors, Estrogen, Receptors, Transforming Growth Factor beta, Signal Transduction, Treatment Outcome, Tumor Burden, Journal Article, Meta-Analysis, Research Support, N.I.H., Extramural, Research Support, Non-U.S. Gov't, Research Support, U.S. Gov't, Non-P.H.S.
Organisations: Cancer Sciences, Human Development & Health, Clinical Trials Unit

Identifiers

Local EPrints ID: 409685
URI: http://eprints.soton.ac.uk/id/eprint/409685
PURE UUID: 89c1c288-6002-480d-a934-752a806b8b18
ORCID for William J. Tapper: ORCID iD orcid.org/0000-0002-5896-1889
ORCID for Diana Eccles: ORCID iD orcid.org/0000-0002-9935-3169

Catalogue record

Date deposited: 01 Jun 2017 04:05
Last modified: 16 Mar 2024 03:07

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Contributors

Author: Jieping Lei
Author: Anja Rudolph
Author: Kirsten B. Moysich
Author: Sajjad Rafiq
Author: Sabine Behrens
Author: Ellen L. Goode
Author: Paul P.D. Pharoah
Author: Petra Seibold
Author: Peter A. Fasching
Author: Irene L. Andrulis
Author: Vessela N. Kristensen
Author: Fergus J. Couch
Author: Ute Hamann
Author: Maartje J. Hooning
Author: Heli Nevanlinna
Author: Ursula Eilber
Author: Manjeet K. Bolla
Author: Joe Dennis
Author: Qin Wang
Author: Annika Lindblom
Author: Arto Mannermaa
Author: Diether Lambrechts
Author: Montserrat García-Closas
Author: Per Hall
Author: Georgia Chenevix-Trench
Author: Mitul Shah
Author: Robert Luben
Author: Lothar Haeberle
Author: Arif B. Ekici
Author: Matthias W. Beckmann
Author: Julia A Knight
Author: Gord Glendon
Author: Sandrine Tchatchou
Author: Grethe I. Grenaker Alnæs
Author: Anne-Lise Borresen-Dale
Author: Silje Nord
Author: Janet E. Olson
Author: Emily Hallberg
Author: Celine Vachon
Author: Diana Torres
Author: Hans-Ulrich Ulmer
Author: Thomas Rüdiger
Author: Agnes Jager
Author: Carolien H.M. van Deurzen
Author: Madeleine M.A. Tilanus-Linthorst
Author: Taru A. Muranen
Author: Kristiina Aittomäki
Author: Tom Maishman
Author: Diana Eccles ORCID iD
Corporate Author: KConFab Investigators

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