Melbourne School of Population and Global Health - Research Publications

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    Genome-wide association analysis identifies three new breast cancer susceptibility loci
    Ghoussaini, M ; Fletcher, O ; Michailidou, K ; Turnbull, C ; Schmidt, MK ; Dicks, E ; Dennis, J ; Wang, Q ; Humphreys, MK ; Luccarini, C ; Baynes, C ; Conroy, D ; Maranian, M ; Ahmed, S ; Driver, K ; Johnson, N ; Orr, N ; Silva, IDS ; Waisfisz, Q ; Meijers-Heijboer, H ; Uitterlinden, AG ; Rivadeneira, F ; Hall, P ; Czene, K ; Irwanto, A ; Liu, J ; Nevanlinna, H ; Aittomaki, K ; Blomqvist, C ; Meindl, A ; Schmutzler, RK ; Mueller-Myhsok, B ; Lichtner, P ; Chang-Claude, J ; Hein, R ; Nickels, S ; Flesch-Janys, D ; Tsimiklis, H ; Makalic, E ; Schmidt, D ; Bui, M ; Hopper, JL ; Apicella, C ; Park, DJ ; Southey, M ; Hunter, DJ ; Chanock, SJ ; Broeks, A ; Verhoef, S ; Hogervorst, FBL ; Fasching, PA ; Lux, MP ; Beckmann, MW ; Ekici, AB ; Sawyer, E ; Tomlinson, I ; Kerin, M ; Marme, F ; Schneeweiss, A ; Sohn, C ; Burwinkel, B ; Guenel, P ; Truong, T ; Cordina-Duverger, E ; Menegaux, F ; Bojesen, SE ; Nordestgaard, BG ; Nielsen, SF ; Flyger, H ; Milne, RL ; Rosario Alonso, M ; Gonzalez-Neira, A ; Benitez, J ; Anton-Culver, H ; Ziogas, A ; Bernstein, L ; Dur, CC ; Brenner, H ; Mueller, H ; Arndt, V ; Stegmaier, C ; Justenhoven, C ; Brauch, H ; Bruening, T ; Wang-Gohrke, S ; Eilber, U ; Doerk, T ; Schuermann, P ; Bremer, M ; Hillemanns, P ; Bogdanova, NV ; Antonenkova, NN ; Rogov, YI ; Karstens, JH ; Bermisheva, M ; Prokofieva, D ; Khusnutdinova, E ; Lindblom, A ; Margolin, S ; Mannermaa, A ; Kataja, V ; Kosma, V-M ; Hartikainen, JM ; Lambrechts, D ; Yesilyurt, BT ; Floris, G ; Leunen, K ; Manoukian, S ; Bonanni, B ; Fortuzzi, S ; Peterlongo, P ; Couch, FJ ; Wang, X ; Stevens, K ; Lee, A ; Giles, GG ; Baglietto, L ; Severi, G ; McLean, C ; Alnaes, GG ; Kristensen, V ; Borrensen-Dale, A-L ; John, EM ; Miron, A ; Winqvist, R ; Pylkas, K ; Jukkola-Vuorinen, A ; Kauppila, S ; Andrulis, IL ; Glendon, G ; Mulligan, AM ; Devilee, P ; van Asperen, CJ ; Tollenaar, RAEM ; Seynaeve, C ; Figueroa, JD ; Garcia-Closas, M ; Brinton, L ; Lissowska, J ; Hooning, MJ ; Hollestelle, A ; Oldenburg, RA ; van den Ouweland, AMW ; Cox, A ; Reed, MWR ; Shah, M ; Jakubowska, A ; Lubinski, J ; Jaworska, K ; Durda, K ; Jones, M ; Schoemaker, M ; Ashworth, A ; Swerdlow, A ; Beesley, J ; Chen, X ; Muir, KR ; Lophatananon, A ; Rattanamongkongul, S ; Chaiwerawattana, A ; Kang, D ; Yoo, K-Y ; Noh, D-Y ; Shen, C-Y ; Yu, J-C ; Wu, P-E ; Hsiung, C-N ; Perkins, A ; Swann, R ; Velentzis, L ; Eccles, DM ; Tapper, WJ ; Gerty, SM ; Graham, NJ ; Ponder, BAJ ; Chenevix-Trench, G ; Pharoah, PDP ; Lathrop, M ; Dunning, AM ; Rahman, N ; Peto, J ; Easton, DF (NATURE PUBLISHING GROUP, 2012-03)
    Breast cancer is the most common cancer among women. To date, 22 common breast cancer susceptibility loci have been identified accounting for ∼8% of the heritability of the disease. We attempted to replicate 72 promising associations from two independent genome-wide association studies (GWAS) in ∼70,000 cases and ∼68,000 controls from 41 case-control studies and 9 breast cancer GWAS. We identified three new breast cancer risk loci at 12p11 (rs10771399; P = 2.7 × 10(-35)), 12q24 (rs1292011; P = 4.3 × 10(-19)) and 21q21 (rs2823093; P = 1.1 × 10(-12)). rs10771399 was associated with similar relative risks for both estrogen receptor (ER)-negative and ER-positive breast cancer, whereas the other two loci were associated only with ER-positive disease. Two of the loci lie in regions that contain strong plausible candidate genes: PTHLH (12p11) has a crucial role in mammary gland development and the establishment of bone metastasis in breast cancer, and NRIP1 (21q21) encodes an ER cofactor and has a role in the regulation of breast cancer cell growth.
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    Evaluation of variation in the phosphoinositide-3-kinase catalytic subunit alpha oncogene and breast cancer risk
    Stevens, KN ; Garcia-Closas, M ; Fredericksen, Z ; Kosel, M ; Pankratz, VS ; Hopper, JL ; Dite, GS ; Apicella, C ; Southey, MC ; Schmidt, MK ; Broeks, A ; Van 't Veer, LJ ; Tollenaar, RAEM ; Fasching, PA ; Beckmann, MW ; Hein, A ; Ekici, AB ; Johnson, N ; Peto, J ; Silva, IDS ; Gibson, L ; Sawyer, E ; Tomlinson, I ; Kerin, MJ ; Chanock, S ; Lissowska, J ; Hunter, DJ ; Hoover, RN ; Thomas, GD ; Milne, RL ; Perez, JIA ; Gonzalez-Neira, A ; Benitez, J ; Burwinkel, B ; Meindl, A ; Schmutzler, RK ; Bartrar, CR ; Hamann, U ; Ko, YD ; Bruening, T ; Chang-Claude, J ; Hein, R ; Wang-Gohrke, S ; Doerk, T ; Schuermann, P ; Bremer, M ; Hillemanns, P ; Bogdanova, N ; Zalutsky, JV ; Rogov, YI ; Antonenkova, N ; Lindblom, A ; Margolin, S ; Mannermaa, A ; Kataja, V ; Kosma, V-M ; Hartikainen, J ; Chenevix-Trench, G ; Chen, X ; Peterlongo, P ; Bonanni, B ; Bernard, L ; Manoukian, S ; Wang, X ; Cerhan, J ; Vachon, CM ; Olson, J ; Giles, GG ; Baglietto, L ; McLean, CA ; Severi, G ; John, EM ; Miron, A ; Winqvist, R ; Pylkaes, K ; Jukkola-Vuorinen, A ; Grip, M ; Andrulis, I ; Knight, JA ; Glendon, G ; Mulligan, AM ; Cox, A ; Brock, IW ; Elliott, G ; Cross, SS ; Pharoah, PP ; Dunning, AM ; Pooley, KA ; Humphreys, MK ; Wang, J ; Kang, D ; Yoo, K-Y ; Noh, D-Y ; Sangrajrang, S ; Gabrieau, V ; Brennan, P ; Mckay, J ; Anton-Culver, H ; Ziogas, A ; Couch, FJ ; Easton, DF (NATURE PUBLISHING GROUP, 2011-12-06)
    BACKGROUND: Somatic mutations in phosphoinositide-3-kinase catalytic subunit alpha (PIK3CA) are frequent in breast tumours and have been associated with oestrogen receptor (ER) expression, human epidermal growth factor receptor-2 overexpression, lymph node metastasis and poor survival. The goal of this study was to evaluate the association between inherited variation in this oncogene and risk of breast cancer. METHODS: A single-nucleotide polymorphism from the PIK3CA locus that was associated with breast cancer in a study of Caucasian breast cancer cases and controls from the Mayo Clinic (MCBCS) was genotyped in 5436 cases and 5280 controls from the Cancer Genetic Markers of Susceptibility (CGEMS) study and in 30 949 cases and 29 788 controls from the Breast Cancer Association Consortium (BCAC). RESULTS: Rs1607237 was significantly associated with a decreased risk of breast cancer in MCBCS, CGEMS and all studies of white Europeans combined (odds ratio (OR)=0.97, 95% confidence interval (CI) 0.95-0.99, P=4.6 × 10(-3)), but did not reach significance in the BCAC replication study alone (OR=0.98, 95% CI 0.96-1.01, P=0.139). CONCLUSION: Common germline variation in PIK3CA does not have a strong influence on the risk of breast cancer.
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    Breast Cancer Risk and 6q22.33: Combined Results from Breast Cancer Association Consortium and Consortium of Investigators on Modifiers of BRCA1/2
    Kirchhoff, T ; Gaudet, MM ; Antoniou, AC ; McGuffog, L ; Humphreys, MK ; Dunning, AM ; Bojesen, SE ; Nordestgaard, BG ; Flyger, H ; Kang, D ; Yoo, K-Y ; Noh, D-Y ; Ahn, S-H ; Dork, T ; Schuermann, P ; Karstens, JH ; Hillemanns, P ; Couch, FJ ; Olson, J ; Vachon, C ; Wang, X ; Cox, A ; Brock, I ; Elliott, G ; Reed, MWR ; Burwinkel, B ; Meindl, A ; Brauch, H ; Hamann, U ; Ko, Y-D ; Broeks, A ; Schmidt, MK ; Van 't Veer, LJ ; Braaf, LM ; Johnson, N ; Fletcher, O ; Gibson, L ; Peto, J ; Turnbull, C ; Seal, S ; Renwick, A ; Rahman, N ; Wu, P-E ; Yu, J-C ; Hsiung, C-N ; Shen, C-Y ; Southey, MC ; Hopper, JL ; Hammet, F ; Van Dorpe, T ; Dieudonne, A-S ; Hatse, S ; Lambrechts, D ; Andrulis, IL ; Bogdanova, N ; Antonenkova, N ; Rogov, JI ; Prokofieva, D ; Bermisheva, M ; Khusnutdinova, E ; van Asperen, CJ ; Tollenaar, RAEM ; Hooning, MJ ; Devilee, P ; Margolin, S ; Lindblom, A ; Milne, RL ; Ignacio Arias, J ; Pilar Zamora, M ; Benitez, J ; Severi, G ; Baglietto, L ; Giles, GG ; Spurdle, AB ; Beesley, J ; Chen, X ; Holland, H ; Healey, S ; Wang-Gohrke, S ; Chang-Claude, J ; Mannermaa, A ; Kosma, V-M ; Kauppinen, J ; Kataja, V ; Agnarsson, BA ; Caligo, MA ; Godwin, AK ; Nevanlinna, H ; Heikkinen, T ; Fredericksen, Z ; Lindor, N ; Nathanson, KL ; Domchek, SM ; Loman, N ; Karlsson, P ; Askmalm, MS ; Melin, B ; von Wachenfeldt, A ; Hogervorst, FBL ; Verheus, M ; Rookus, MA ; Seynaeve, C ; Oldenburg, RA ; Ligtenberg, MJ ; Ausems, MGEM ; Aalfs, CM ; Gille, HJP ; Wijnen, JT ; Garcia, EBG ; Peock, S ; Cook, M ; Oliver, CT ; Frost, D ; Luccarini, C ; Pichert, G ; Davidson, R ; Chu, C ; Eccles, D ; Ong, K-R ; Cook, J ; Douglas, F ; Hodgson, S ; Evans, DG ; Eeles, R ; Gold, B ; Pharoah, PDP ; Offit, K ; Chenevix-Trench, G ; Easton, DF ; Prokunina-Olsson, L (PUBLIC LIBRARY SCIENCE, 2012-06-29)
    Recently, a locus on chromosome 6q22.33 (rs2180341) was reported to be associated with increased breast cancer risk in the Ashkenazi Jewish (AJ) population, and this association was also observed in populations of non-AJ European ancestry. In the present study, we performed a large replication analysis of rs2180341 using data from 31,428 invasive breast cancer cases and 34,700 controls collected from 25 studies in the Breast Cancer Association Consortium (BCAC). In addition, we evaluated whether rs2180341 modifies breast cancer risk in 3,361 BRCA1 and 2,020 BRCA2 carriers from 11 centers in the Consortium of Investigators of Modifiers of BRCA1/2 (CIMBA). Based on the BCAC data from women of European ancestry, we found evidence for a weak association with breast cancer risk for rs2180341 (per-allele odds ratio (OR) = 1.03, 95% CI 1.00-1.06, p = 0.023). There was evidence for heterogeneity in the ORs among studies (I(2) = 49.3%; p = <0.004). In CIMBA, we observed an inverse association with the minor allele of rs2180341 and breast cancer risk in BRCA1 mutation carriers (per-allele OR = 0.89, 95%CI 0.80-1.00, p = 0.048), indicating a potential protective effect of this allele. These data suggest that that 6q22.33 confers a weak effect on breast cancer risk.
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    Assessing interactions between the associations of common genetic susceptibility variants, reproductive history and body mass index with breast cancer risk in the breast cancer association consortium: a combined case-control study
    Milne, RL ; Gaudet, MM ; Spurdle, AB ; Fasching, PA ; Couch, FJ ; Benitez, J ; Arias Perez, JI ; Pilar Zamora, M ; Malats, N ; dos Santos Silva, I ; Gibson, LJ ; Fletcher, O ; Johnson, N ; Anton-Culver, H ; Ziogas, A ; Figueroa, J ; Brinton, L ; Sherman, ME ; Lissowska, J ; Hopper, JL ; Dite, GS ; Apicella, C ; Southey, MC ; Sigurdson, AJ ; Linet, MS ; Schonfeld, SJ ; Freedman, DM ; Mannermaa, A ; Kosma, V-M ; Kataja, V ; Auvinen, P ; Andrulis, IL ; Glendon, G ; Knight, JA ; Weerasooriya, N ; Cox, A ; Reed, MWR ; Cross, SS ; Dunning, AM ; Ahmed, S ; Shah, M ; Brauch, H ; Ko, Y-D ; Bruening, T ; Lambrechts, D ; Reumers, J ; Smeets, A ; Wang-Gohrke, S ; Hall, P ; Czene, K ; Liu, J ; Irwanto, AK ; Chenevix-Trench, G ; Holland, H ; Giles, GG ; Baglietto, L ; Severi, G ; Bojensen, SE ; Nordestgaard, BG ; Flyger, H ; John, EM ; West, DW ; Whittemore, AS ; Vachon, C ; Olson, JE ; Fredericksen, Z ; Kosel, M ; Hein, R ; Vrieling, A ; Flesch-Janys, D ; Heinz, J ; Beckmann, MW ; Heusinger, K ; Ekici, AB ; Haeberle, L ; Humphreys, MK ; Morrison, J ; Easton, DF ; Pharoah, PD ; Garcia-Closas, M ; Goode, EL ; Chang-Claude, J (BIOMED CENTRAL LTD, 2010)
    INTRODUCTION: Several common breast cancer genetic susceptibility variants have recently been identified. We aimed to determine how these variants combine with a subset of other known risk factors to influence breast cancer risk in white women of European ancestry using case-control studies participating in the Breast Cancer Association Consortium. METHODS: We evaluated two-way interactions between each of age at menarche, ever having had a live birth, number of live births, age at first birth and body mass index (BMI) and each of 12 single nucleotide polymorphisms (SNPs) (10q26-rs2981582 (FGFR2), 8q24-rs13281615, 11p15-rs3817198 (LSP1), 5q11-rs889312 (MAP3K1), 16q12-rs3803662 (TOX3), 2q35-rs13387042, 5p12-rs10941679 (MRPS30), 17q23-rs6504950 (COX11), 3p24-rs4973768 (SLC4A7), CASP8-rs17468277, TGFB1-rs1982073 and ESR1-rs3020314). Interactions were tested for by fitting logistic regression models including per-allele and linear trend main effects for SNPs and risk factors, respectively, and single-parameter interaction terms for linear departure from independent multiplicative effects. RESULTS: These analyses were applied to data for up to 26,349 invasive breast cancer cases and up to 32,208 controls from 21 case-control studies. No statistical evidence of interaction was observed beyond that expected by chance. Analyses were repeated using data from 11 population-based studies, and results were very similar. CONCLUSIONS: The relative risks for breast cancer associated with the common susceptibility variants identified to date do not appear to vary across women with different reproductive histories or body mass index (BMI). The assumption of multiplicative combined effects for these established genetic and other risk factors in risk prediction models appears justified.
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    Comparison of 6q25 Breast Cancer Hits from Asian and European Genome Wide Association Studies in the Breast Cancer Association Consortium (BCAC)
    Hein, R ; Maranian, M ; Hopper, JL ; Kapuscinski, MK ; Southey, MC ; Park, DJ ; Schmidt, MK ; Broeks, A ; Hogervorst, FBL ; Bueno-de-Mesquit, HB ; Muir, KR ; Lophatananon, A ; Rattanamongkongul, S ; Puttawibul, P ; Fasching, PA ; Hein, A ; Ekici, AB ; Beckmann, MW ; Fletcher, O ; Johnson, N ; Silva, IDS ; Peto, J ; Sawyer, E ; Tomlinson, I ; Kerin, M ; Miller, N ; Marmee, F ; Schneeweiss, A ; Sohn, C ; Burwinkel, B ; Guenel, P ; Cordina-Duverger, E ; Menegaux, F ; Truong, T ; Bojesen, SE ; Nordestgaard, BG ; Flyger, H ; Milne, RL ; Arias Perez, JI ; Pilar Zamora, M ; Benitez, J ; Anton-Culver, H ; Ziogas, A ; Bernstein, L ; Clarke, CA ; Brenner, H ; Mueller, H ; Arndt, V ; Stegmaier, C ; Rahman, N ; Seal, S ; Turnbull, C ; Renwick, A ; Meindl, A ; Schott, S ; Bartram, CR ; Schmutzler, RK ; Brauch, H ; Hamann, U ; Ko, Y-D ; Wang-Gohrke, S ; Doerk, T ; Schuermann, P ; Karstens, JH ; Hillemanns, P ; Nevanlinna, H ; Heikkinen, T ; Aittomaki, K ; Blomqvist, C ; Bogdanova, NV ; Zalutsky, IV ; Antonenkova, NN ; Bermisheva, M ; Prokovieva, D ; Farahtdinova, A ; Khusnutdinova, E ; Lindblom, A ; Margolin, S ; Mannermaa, A ; Kataja, V ; Kosma, V-M ; Hartikainen, J ; Chen, X ; Beesley, J ; Lambrechts, D ; Zhao, H ; Neven, P ; Wildiers, H ; Nickels, S ; Flesch-Janys, D ; Radice, P ; Peterlongo, P ; Manoukian, S ; Barile, M ; Couch, FJ ; Olson, JE ; Wang, X ; Fredericksen, Z ; Giles, GG ; Baglietto, L ; McLean, CA ; Severi, G ; Offit, K ; Robson, M ; Gaudet, MM ; Vijai, J ; Alnaes, GG ; Kristensen, V ; Borresen-Dale, A-L ; John, EM ; Miron, A ; Winqvist, R ; Pylkas, K ; Jukkola-Vuorinen, A ; Grip, M ; Andrulis, IL ; Knight, JA ; Glendon, G ; Mulligan, AM ; Figueroa, JD ; Garcia-Closas, M ; Lissowska, J ; Sherman, ME ; Hooning, M ; Martens, JWM ; Seynaeve, C ; Collee, M ; Hall, P ; Humpreys, K ; Czene, K ; Liu, J ; Cox, A ; Brock, IW ; Cross, SS ; Reed, MWR ; Ahmed, S ; Ghoussaini, M ; Pharoah, PDP ; Kang, D ; Yoo, K-Y ; Noh, D-Y ; Jakubowska, A ; Jaworska, K ; Durda, K ; Zlowocka, E ; Sangrajrang, S ; Gaborieau, V ; Brennan, P ; McKay, J ; Shen, C-Y ; Yu, J-C ; Hsu, H-M ; Hou, M-F ; Orr, N ; Schoemaker, M ; Ashworth, A ; Swerdlow, A ; Trentham-Dietz, A ; Newcomb, PA ; Titus, L ; Egan, KM ; Chenevix-Trench, G ; Antoniou, AC ; Humphreys, MK ; Morrison, J ; Chang-Claude, J ; Easton, DF ; Dunning, AM ; Chan, KYK (PUBLIC LIBRARY SCIENCE, 2012-08-07)
    The 6q25.1 locus was first identified via a genome-wide association study (GWAS) in Chinese women and marked by single nucleotide polymorphism (SNP) rs2046210, approximately 180 Kb upstream of ESR1. There have been conflicting reports about the association of this locus with breast cancer in Europeans, and a GWAS in Europeans identified a different SNP, tagged here by rs12662670. We examined the associations of both SNPs in up to 61,689 cases and 58,822 controls from forty-four studies collaborating in the Breast Cancer Association Consortium, of which four studies were of Asian and 39 of European descent. Logistic regression was used to estimate odds ratios (OR) and 95% confidence intervals (CI). Case-only analyses were used to compare SNP effects in Estrogen Receptor positive (ER+) versus negative (ER-) tumours. Models including both SNPs were fitted to investigate whether the SNP effects were independent. Both SNPs are significantly associated with breast cancer risk in both ethnic groups. Per-allele ORs are higher in Asian than in European studies [rs2046210: OR (A/G) = 1.36 (95% CI 1.26-1.48), p = 7.6 × 10(-14) in Asians and 1.09 (95% CI 1.07-1.11), p = 6.8 × 10(-18) in Europeans. rs12662670: OR (G/T) = 1.29 (95% CI 1.19-1.41), p = 1.2 × 10(-9) in Asians and 1.12 (95% CI 1.08-1.17), p = 3.8 × 10(-9) in Europeans]. SNP rs2046210 is associated with a significantly greater risk of ER- than ER+ tumours in Europeans [OR (ER-) = 1.20 (95% CI 1.15-1.25), p = 1.8 × 10(-17) versus OR (ER+) = 1.07 (95% CI 1.04-1.1), p = 1.3 × 10(-7), p(heterogeneity) = 5.1 × 10(-6)]. In these Asian studies, by contrast, there is no clear evidence of a differential association by tumour receptor status. Each SNP is associated with risk after adjustment for the other SNP. These results suggest the presence of two variants at 6q25.1 each independently associated with breast cancer risk in Asians and in Europeans. Of these two, the one tagged by rs2046210 is associated with a greater risk of ER- tumours.