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1.  Associations of common variants at 1p11.2 and 14q24.1 (RAD51L1) with breast cancer risk and heterogeneity by tumor subtype: findings from the Breast Cancer Association Consortium† 
Figueroa, Jonine D. | Garcia-Closas, Montserrat | Humphreys, Manjeet | Platte, Radka | Hopper, John L. | Southey, Melissa C. | Apicella, Carmel | Hammet, Fleur | Schmidt, Marjanka K. | Broeks, Annegien | Tollenaar, Rob A.E.M. | Van't Veer, Laura J. | Fasching, Peter A. | Beckmann, Matthias W. | Ekici, Arif B. | Strick, Reiner | Peto, Julian | dos Santos Silva, Isabel | Fletcher, Olivia | Johnson, Nichola | Sawyer, Elinor | Tomlinson, Ian | Kerin, Michael | Burwinkel, Barbara | Marme, Federik | Schneeweiss, Andreas | Sohn, Christof | Bojesen, Stig | Flyger, Henrik | Nordestgaard, Børge G. | Benítez, Javier | Milne, Roger L. | Ignacio Arias, Jose | Zamora, M. Pilar | Brenner, Hermann | Müller, Heiko | Arndt, Volker | Rahman, Nazneen | Turnbull, Clare | Seal, Sheila | Renwick, Anthony | Brauch, Hiltrud | Justenhoven, Christina | Brüning, Thomas | Chang-Claude, Jenny | Hein, Rebecca | Wang-Gohrke, Shan | Dörk, Thilo | Schürmann, Peter | Bremer, Michael | Hillemanns, Peter | Nevanlinna, Heli | Heikkinen, Tuomas | Aittomäki, Kristiina | Blomqvist, Carl | Bogdanova, Natalia | Antonenkova, Natalia | Rogov, Yuri I. | Karstens, Johann Hinrich | Bermisheva, Marina | Prokofieva, Darya | Hanafievich Gantcev, Shamil | Khusnutdinova, Elza | Lindblom, Annika | Margolin, Sara | Chenevix-Trench, Georgia | Beesley, Jonathan | Chen, Xiaoqing | Mannermaa, Arto | Kosma, Veli-Matti | Soini, Ylermi | Kataja, Vesa | Lambrechts, Diether | Yesilyurt, Betül T. | Chrisiaens, Marie-Rose | Peeters, Stephanie | Radice, Paolo | Peterlongo, Paolo | Manoukian, Siranoush | Barile, Monica | Couch, Fergus | Lee, Adam M. | Diasio, Robert | Wang, Xianshu | Giles, Graham G. | Severi, Gianluca | Baglietto, Laura | Maclean, Catriona | Offit, Ken | Robson, Mark | Joseph, Vijai | Gaudet, Mia | John, Esther M. | Winqvist, Robert | Pylkäs, Katri | Jukkola-Vuorinen, Arja | Grip, Mervi | Andrulis, Irene | Knight, Julia A. | Marie Mulligan, Anna | O'Malley, Frances P. | Brinton, Louise A. | Sherman, Mark E. | Lissowska, Jolanta | Chanock, Stephen J. | Hooning, Maartje | Martens, John W.M. | van den Ouweland, Ans M.W. | Collée, J. Margriet | Hall, Per | Czene, Kamila | Cox, Angela | Brock, Ian W. | Reed, Malcolm W.R. | Cross, Simon S. | Pharoah, Paul | Dunning, Alison M. | Kang, Daehee | Yoo, Keun-Young | Noh, Dong-Young | Ahn, Sei-Hyun | Jakubowska, Anna | Lubinski, Jan | Jaworska, Katarzyna | Durda, Katarzyna | Sangrajrang, Suleeporn | Gaborieau, Valerie | Brennan, Paul | McKay, James | Shen, Chen-Yang | Ding, Shian-ling | Hsu, Huan-Ming | Yu, Jyh-Cherng | Anton-Culver, Hoda | Ziogas, Argyrios | Ashworth, Alan | Swerdlow, Anthony | Jones, Michael | Orr, Nick | Trentham-Dietz, Amy | Egan, Kathleen | Newcomb, Polly | Titus-Ernstoff, Linda | Easton, Doug | Spurdle, Amanda B.
Human Molecular Genetics  2011;20(23):4693-4706.
A genome-wide association study (GWAS) identified single-nucleotide polymorphisms (SNPs) at 1p11.2 and 14q24.1 (RAD51L1) as breast cancer susceptibility loci. The initial GWAS suggested stronger effects for both loci for estrogen receptor (ER)-positive tumors. Using data from the Breast Cancer Association Consortium (BCAC), we sought to determine whether risks differ by ER, progesterone receptor (PR), human epidermal growth factor receptor 2 (HER2), grade, node status, tumor size, and ductal or lobular morphology. We genotyped rs11249433 at 1p.11.2, and two highly correlated SNPs rs999737 and rs10483813 (r2= 0.98) at 14q24.1 (RAD51L1), for up to 46 036 invasive breast cancer cases and 46 930 controls from 39 studies. Analyses by tumor characteristics focused on subjects reporting to be white women of European ancestry and were based on 25 458 cases, of which 87% had ER data. The SNP at 1p11.2 showed significantly stronger associations with ER-positive tumors [per-allele odds ratio (OR) for ER-positive tumors was 1.13, 95% CI = 1.10–1.16 and, for ER-negative tumors, OR was 1.03, 95% CI = 0.98–1.07, case-only P-heterogeneity = 7.6 × 10−5]. The association with ER-positive tumors was stronger for tumors of lower grade (case-only P= 6.7 × 10−3) and lobular histology (case-only P= 0.01). SNPs at 14q24.1 were associated with risk for most tumor subtypes evaluated, including triple-negative breast cancers, which has not been described previously. Our results underscore the need for large pooling efforts with tumor pathology data to help refine risk estimates for SNP associations with susceptibility to different subtypes of breast cancer.
doi:10.1093/hmg/ddr368
PMCID: PMC3209823  PMID: 21852249
2.  Correction: Comparison of 6q25 Breast Cancer Hits from Asian and European Genome Wide Association Studies in the Breast Cancer Association Consortium (BCAC) 
Hein, Rebecca | Maranian, Melanie | Hopper, John L. | Kapuscinski, Miroslaw K. | Southey, Melissa C. | Park, Daniel J. | Schmidt, Marjanka K. | Broeks, Annegien | Hogervorst, Frans B. L. | Bueno-de-Mesquit, H. Bas | Muir, Kenneth R. | Lophatananon, Artitaya | Rattanamongkongul, Suthee | Puttawibul, Puttisak | Fasching, Peter A. | Hein, Alexander | Ekici, Arif B. | Beckmann, Matthias W. | Fletcher, Olivia | Johnson, Nichola | dos Santos Silva, Isabel | Peto, Julian | Sawyer, Elinor | Tomlinson, Ian | Kerin, Michael | Miller, Nicola | Marmee, Frederick | Schneeweiss, Andreas | Sohn, Christof | Burwinkel, Barbara | Guénel, Pascal | Cordina-Duverger, Emilie | Menegaux, Florence | Truong, Thérèse | Bojesen, Stig E. | Nordestgaard, Børge G. | Flyger, Henrik | Milne, Roger L. | Perez, Jose Ignacio Arias | Zamora, M. Pilar | Benítez, Javier | Anton-Culver, Hoda | Ziogas, Argyrios | Bernstein, Leslie | Clarke, Christina A. | Brenner, Hermann | Müller, Heiko | Arndt, Volker | Stegmaier, Christa | Rahman, Nazneen | Seal, Sheila | Turnbull, Clare | Renwick, Anthony | Meindl, Alfons | Schott, Sarah | Bartram, Claus R. | Schmutzler, Rita K. | Brauch, Hiltrud | Hamann, Ute | Ko, Yon-Dschun | Wang-Gohrke, Shan | Dörk, Thilo | Schürmann, Peter | Karstens, Johann H. | Hillemanns, Peter | Nevanlinna, Heli | Heikkinen, Tuomas | Aittomäki, Kristiina | Blomqvist, Carl | Bogdanova, Natalia V. | Zalutsky, Iosif V. | Antonenkova, Natalia N. | Bermisheva, Marina | Prokovieva, Darya | Farahtdinova, Albina | Khusnutdinova, Elza | Lindblom, Annika | Margolin, Sara | Mannermaa, Arto | Kataja, Vesa | Kosma, Veli-Matti | Hartikainen, Jaana | Chen, Xiaoqing | Beesley, Jonathan | Investigators, kConFab | Lambrechts, Diether | Zhao, Hui | Neven, Patrick | Wildiers, Hans | Nickels, Stefan | Flesch-Janys, Dieter | Radice, Paolo | Peterlongo, Paolo | Manoukian, Siranoush | Barile, Monica | Couch, Fergus J. | Olson, Janet E. | Wang, Xianshu | Fredericksen, Zachary | Giles, Graham G. | Baglietto, Laura | McLean, Catriona A. | Severi, Gianluca | Offit, Kenneth | Robson, Mark | Gaudet, Mia M. | Vijai, Joseph | Alnæs, Grethe Grenaker | Kristensen, Vessela | Børresen-Dale, Anne-Lise | John, Esther M. | Miron, Alexander | Winqvist, Robert | Pylkäs, Katri | Jukkola-Vuorinen, Arja | Grip, Mervi | Andrulis, Irene L. | Knight, Julia A. | Glendon, Gord | Mulligan, Anna Marie | Figueroa, Jonine D. | García-Closas, Montserrat | Lissowska, Jolanta | Sherman, Mark E. | Hooning, Maartje | Martens, John W. M. | Seynaeve, Caroline | Collée, Margriet | Hall, Per | Humpreys, Keith | Czene, Kamila | Liu, Jianjun | Cox, Angela | Brock, Ian W. | Cross, Simon S. | Reed, Malcolm W. R. | Ahmed, Shahana | Ghoussaini, Maya | Pharoah, Paul DP. | Kang, Daehee | Yoo, Keun-Young | Noh, Dong-Young | Jakubowska, Anna | Jaworska, Katarzyna | Durda, Katarzyna | Złowocka, Elżbieta | Sangrajrang, Suleeporn | Gaborieau, Valerie | Brennan, Paul | McKay, James | Shen, Chen-Yang | Yu, Jyh-Cherng | Hsu, Huan-Ming | Hou, Ming-Feng | Orr, Nick | Schoemaker, Minouk | Ashworth, Alan | Swerdlow, Anthony | Trentham-Dietz, Amy | Newcomb, Polly A. | Titus, Linda | Egan, Kathleen M. | Chenevix-Trench, Georgia | Antoniou, Antonis C. | Humphreys, Manjeet K. | Morrison, Jonathan | Chang-Claude, Jenny | Easton, Douglas F. | Dunning, Alison M.
PLoS ONE  2012;7(10):10.1371/annotation/e5de602c-0ffc-4e6f-a2ed-f79913c2e57c.
doi:10.1371/annotation/e5de602c-0ffc-4e6f-a2ed-f79913c2e57c
PMCID: PMC3525690
3.  Low penetrance breast cancer susceptibility loci are associated with specific breast tumor subtypes: findings from the Breast Cancer Association Consortium 
Broeks, Annegien | Schmidt, Marjanka K. | Sherman, Mark E. | Couch, Fergus J. | Hopper, John L. | Dite, Gillian S. | Apicella, Carmel | Smith, Letitia D. | Hammet, Fleur | Southey, Melissa C. | Van ’t Veer, Laura J. | de Groot, Renate | Smit, Vincent T.H.B.M. | Fasching, Peter A. | Beckmann, Matthias W. | Jud, Sebastian | Ekici, Arif B. | Hartmann, Arndt | Hein, Alexander | Schulz-Wendtland, Ruediger | Burwinkel, Barbara | Marme, Frederik | Schneeweiss, Andreas | Sinn, Hans-Peter | Sohn, Christof | Tchatchou, Sandrine | Bojesen, Stig E. | Nordestgaard, Børge G. | Flyger, Henrik | Ørsted, David D. | Kaur-Knudsen, Diljit | Milne, Roger L. | Pérez, Jose I. Arias | Zamora, Pilar | Rodríguez, Primitiva Menéndez | Benítez, Javier | Brauch, Hiltrud | Justenhoven, Christina | Ko, Yon-Dschun | Hamann, Ute | Fischer, Hans-Peter | Brüning, Thomas | Pesch, Beate | Chang-Claude, Jenny | Wang-Gohrke, Shan | Bremer, Michael | Karstens, Johann H. | Hillemanns, Peter | Dörk, Thilo | Nevanlinna, Heli A. | Heikkinen, Tuomas | Heikkilä, Päivi | Blomqvist, Carl | Aittomäki, Kristiina | Aaltonen, Kirsimari | Lindblom, Annika | Margolin, Sara | Mannermaa, Arto | Kosma, Veli-Matti | Kauppinen, Jaana M. | Kataja, Vesa | Auvinen, Päivi | Eskelinen, Matti | Soini, Ylermi | Chenevix-Trench, Georgia | Spurdle, Amanda B. | Beesley, Jonathan | Chen, Xiaoqing | Holland, Helene | Lambrechts, Diether | Claes, Bart | Vandorpe, Thijs | Neven, Patrick | Wildiers, Hans | Flesch-Janys, Dieter | Hein, Rebecca | Löning, Thomas | Kosel, Matthew | Fredericksen, Zachary S. | Wang, Xianshu | Giles, Graham G. | Baglietto, Laura | Severi, Gianluca | McLean, Catriona | Haiman, Christopher A. | Henderson, Brian E. | Le Marchand, Loic | Kolonel, Laurence N. | Grenaker Alnæs, Grethe | Kristensen, Vessela | Børresen-Dale, Anne-Lise | Hunter, David J. | Hankinson, Susan E. | Andrulis, Irene L. | Marie Mulligan, Anna | O'Malley, Frances P. | Devilee, Peter | Huijts, Petra E.A. | Tollenaar, Rob A.E.M. | Van Asperen, Christi J. | Seynaeve, Caroline S. | Chanock, Stephen J. | Lissowska, Jolanta | Brinton, Louise | Peplonska, Beata | Figueroa, Jonine | Yang, Xiaohong R. | Hooning, Maartje J. | Hollestelle, Antoinette | Oldenburg, Rogier A. | Jager, Agnes | Kriege, Mieke | Ozturk, Bahar | van Leenders, Geert J.L.H. | Hall, Per | Czene, Kamila | Humphreys, Keith | Liu, Jianjun | Cox, Angela | Connley, Daniel | Cramp, Helen E. | Cross, Simon S. | Balasubramanian, Sabapathy P. | Reed, Malcolm W.R. | Dunning, Alison M. | Easton, Douglas F. | Humphreys, Manjeet K. | Caldas, Carlos | Blows, Fiona | Driver, Kristy | Provenzano, Elena | Lubinski, Jan | Jakubowska, Anna | Huzarski, Tomasz | Byrski, Tomasz | Cybulski, Cezary | Gorski, Bohdan | Gronwald, Jacek | Brennan, Paul | Sangrajrang, Suleeporn | Gaborieau, Valerie | Shen, Chen-Yang | Hsiung, Chia-Ni | Yu, Jyh-Cherng | Chen, Shou-Tung | Hsu, Giu-Cheng | Hou, Ming-Feng | Huang, Chiun-Sheng | Anton-Culver, Hoda | Ziogas, Argyrios | Pharoah, Paul D.P. | Garcia-Closas, Montserrat
Human Molecular Genetics  2011;20(16):3289-3303.
Breast cancers demonstrate substantial biological, clinical and etiological heterogeneity. We investigated breast cancer risk associations of eight susceptibility loci identified in GWAS and two putative susceptibility loci in candidate genes in relation to specific breast tumor subtypes. Subtypes were defined by five markers (ER, PR, HER2, CK5/6, EGFR) and other pathological and clinical features. Analyses included up to 30 040 invasive breast cancer cases and 53 692 controls from 31 studies within the Breast Cancer Association Consortium. We confirmed previous reports of stronger associations with ER+ than ER− tumors for six of the eight loci identified in GWAS: rs2981582 (10q26) (P-heterogeneity = 6.1 × 10−18), rs3803662 (16q12) (P = 3.7 × 10−5), rs13281615 (8q24) (P = 0.002), rs13387042 (2q35) (P = 0.006), rs4973768 (3p24) (P = 0.003) and rs6504950 (17q23) (P = 0.002). The two candidate loci, CASP8 (rs1045485, rs17468277) and TGFB1 (rs1982073), were most strongly related with the risk of PR negative tumors (P = 5.1 × 10−6 and P = 4.1 × 10−4, respectively), as previously suggested. Four of the eight loci identified in GWAS were associated with triple negative tumors (P ≤ 0.016): rs3803662 (16q12), rs889312 (5q11), rs3817198 (11p15) and rs13387042 (2q35); however, only two of them (16q12 and 2q35) were associated with tumors with the core basal phenotype (P ≤ 0.002). These analyses are consistent with different biological origins of breast cancers, and indicate that tumor stratification might help in the identification and characterization of novel risk factors for breast cancer subtypes. This may eventually result in further improvements in prevention, early detection and treatment.
doi:10.1093/hmg/ddr228
PMCID: PMC3140824  PMID: 21596841
4.  Comparison of 6q25 Breast Cancer Hits from Asian and European Genome Wide Association Studies in the Breast Cancer Association Consortium (BCAC) 
Hein, Rebecca | Maranian, Melanie | Hopper, John L. | Kapuscinski, Miroslaw K. | Southey, Melissa C. | Park, Daniel J. | Schmidt, Marjanka K. | Broeks, Annegien | Hogervorst, Frans B. L. | Bueno-de-Mesquit, H. Bas | Muir, Kenneth R. | Lophatananon, Artitaya | Rattanamongkongul, Suthee | Puttawibul, Puttisak | Fasching, Peter A. | Hein, Alexander | Ekici, Arif B. | Beckmann, Matthias W. | Fletcher, Olivia | Johnson, Nichola | dos Santos Silva, Isabel | Peto, Julian | Sawyer, Elinor | Tomlinson, Ian | Kerin, Michael | Miller, Nicola | Marmee, Frederick | Schneeweiss, Andreas | Sohn, Christof | Burwinkel, Barbara | Guénel, Pascal | Cordina-Duverger, Emilie | Menegaux, Florence | Truong, Thérèse | Bojesen, Stig E. | Nordestgaard, Børge G. | Flyger, Henrik | Milne, Roger L. | Perez, Jose Ignacio Arias | Zamora, M. Pilar | Benítez, Javier | Anton-Culver, Hoda | Ziogas, Argyrios | Bernstein, Leslie | Clarke, Christina A. | Brenner, Hermann | Müller, Heiko | Arndt, Volker | Stegmaier, Christa | Rahman, Nazneen | Seal, Sheila | Turnbull, Clare | Renwick, Anthony | Meindl, Alfons | Schott, Sarah | Bartram, Claus R. | Schmutzler, Rita K. | Brauch, Hiltrud | Hamann, Ute | Ko, Yon-Dschun | Wang-Gohrke, Shan | Dörk, Thilo | Schürmann, Peter | Karstens, Johann H. | Hillemanns, Peter | Nevanlinna, Heli | Heikkinen, Tuomas | Aittomäki, Kristiina | Blomqvist, Carl | Bogdanova, Natalia V. | Zalutsky, Iosif V. | Antonenkova, Natalia N. | Bermisheva, Marina | Prokovieva, Darya | Farahtdinova, Albina | Khusnutdinova, Elza | Lindblom, Annika | Margolin, Sara | Mannermaa, Arto | Kataja, Vesa | Kosma, Veli-Matti | Hartikainen, Jaana | Chen, Xiaoqing | Beesley, Jonathan | Investigators, kConFab | Lambrechts, Diether | Zhao, Hui | Neven, Patrick | Wildiers, Hans | Nickels, Stefan | Flesch-Janys, Dieter | Radice, Paolo | Peterlongo, Paolo | Manoukian, Siranoush | Barile, Monica | Couch, Fergus J. | Olson, Janet E. | Wang, Xianshu | Fredericksen, Zachary | Giles, Graham G. | Baglietto, Laura | McLean, Catriona A. | Severi, Gianluca | Offit, Kenneth | Robson, Mark | Gaudet, Mia M. | Vijai, Joseph | Alnæs, Grethe Grenaker | Kristensen, Vessela | Børresen-Dale, Anne-Lise | John, Esther M. | Miron, Alexander | Winqvist, Robert | Pylkäs, Katri | Jukkola-Vuorinen, Arja | Grip, Mervi | Andrulis, Irene L. | Knight, Julia A. | Glendon, Gord | Mulligan, Anna Marie | Figueroa, Jonine D. | García-Closas, Montserrat | Lissowska, Jolanta | Sherman, Mark E. | Hooning, Maartje | Martens, John W. M. | Seynaeve, Caroline | Collée, Margriet | Hall, Per | Humpreys, Keith | Czene, Kamila | Liu, Jianjun | Cox, Angela | Brock, Ian W. | Cross, Simon S. | Reed, Malcolm W. R. | Ahmed, Shahana | Ghoussaini, Maya | Pharoah, Paul DP. | Kang, Daehee | Yoo, Keun-Young | Noh, Dong-Young | Jakubowska, Anna | Jaworska, Katarzyna | Durda, Katarzyna | Złowocka, Elżbieta | Sangrajrang, Suleeporn | Gaborieau, Valerie | Brennan, Paul | McKay, James | Shen, Chen-Yang | Yu, Jyh-Cherng | Hsu, Huan-Ming | Hou, Ming-Feng | Orr, Nick | Schoemaker, Minouk | Ashworth, Alan | Swerdlow, Anthony | Trentham-Dietz, Amy | Newcomb, Polly A. | Titus, Linda | Egan, Kathleen M. | Chenevix-Trench, Georgia | Antoniou, Antonis C. | Humphreys, Manjeet K. | Morrison, Jonathan | Chang-Claude, Jenny | Easton, Douglas F. | Dunning, Alison M. | Chan, Kelvin Yuen Kwong
PLoS ONE  2012;7(8):e42380.
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, pheterogeneity = 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.
doi:10.1371/journal.pone.0042380
PMCID: PMC3413660  PMID: 22879957
5.  Distinct AGO1 and AGO2 associated miRNA profiles in human cells and blood plasma 
RNA Biology  2012;9(8):1066-1075.
Studies of miRNA association with Argonaute (AGO) proteins in mammalian cells have indicated lack of bias toward particular AGO. However, to our knowledge, the use of quantitative methods for studying miRNA association with different AGOs has not been reported so far. In this work we compared the total miRNA content in AGO1 and AGO2 immunoprecipitates obtained from MCF7 adenocarcinoma cells using TaqMan Low Density miRNA Arrays and successfully verified selected miRNAs with qPCR. For most of the miRNA species AGO1 and AGO2 profiles were well correlated, however, some miRNAs demonstrated consistent biases toward one of the Argonautes. Furthermore, miRNAs which were predominantly AGO2-associated derived mostly from sense strands of the corresponding pre-miRNAs while the majority of AGO1 biased miRNAs originated from antisense strands of the pre-miRNAs. Additionally, we show that circulating miRNA in human blood plasma can be immunoprecipitated with both AGO1 and AGO2 antibody. However, unlike in cell lysates, AGO1 and AGO2 associated miRNA profiles in plasma did not correlate, indicating that many cell types contribute to circulating miRNA (given that expression of AGO proteins is tissue specific). Furthermore, AGO-specific miRNA profiles in blood cells differed significantly from miRNAs profiles in plasma indicating that most circulating miRNAs are likely to derive from non-blood cells. Since circulating miRNAs hold great promise as biomarkers for numerous cancers and other diseases, we hypothesize that AGO-specific miRNA profiles might add an additional dimension to circulating miRNA-based diagnostics.
doi:10.4161/rna.21083
PMCID: PMC3551861  PMID: 22858679
Argonaute; blood; circulating; miRNA; plasma
6.  Breast Cancer Risk and 6q22.33: Combined Results from Breast Cancer Association Consortium and Consortium of Investigators on Modifiers of BRCA1/2 
Kirchhoff, Tomas | Gaudet, Mia M. | Antoniou, Antonis C. | McGuffog, Lesley | Humphreys, Manjeet K. | Dunning, Alison M. | Bojesen, Stig E. | Nordestgaard, Børge G. | Flyger, Henrik | Kang, Daehee | Yoo, Keun-Young | Noh, Dong-Young | Ahn, Sei-Hyun | Dork, Thilo | Schürmann, Peter | Karstens, Johann H. | Hillemanns, Peter | Couch, Fergus J. | Olson, Janet | Vachon, Celine | Wang, Xianshu | Cox, Angela | Brock, Ian | Elliott, Graeme | Reed, Malcolm W.R. | Burwinkel, Barbara | Meindl, Alfons | Brauch, Hiltrud | Hamann, Ute | Ko, Yon-Dschun | Broeks, Annegien | Schmidt, Marjanka K. | Van ‘t Veer, Laura J. | Braaf, Linde M. | Johnson, Nichola | Fletcher, Olivia | Gibson, Lorna | Peto, Julian | Turnbull, Clare | Seal, Sheila | Renwick, Anthony | Rahman, Nazneen | Wu, Pei-Ei | Yu, Jyh-Cherng | Hsiung, Chia-Ni | Shen, Chen-Yang | Southey, Melissa C. | Hopper, John L. | Hammet, Fleur | Van Dorpe, Thijs | Dieudonne, Anne-Sophie | Hatse, Sigrid | Lambrechts, Diether | Andrulis, Irene L. | Bogdanova, Natalia | Antonenkova, Natalia | Rogov, Juri I. | Prokofieva, Daria | Bermisheva, Marina | Khusnutdinova, Elza | van Asperen, Christi J. | Tollenaar, Robert A.E.M. | Hooning, Maartje J. | Devilee, Peter | Margolin, Sara | Lindblom, Annika | Milne, Roger L. | Arias, José Ignacio | Zamora, M. Pilar | Benítez, Javier | Severi, Gianluca | Baglietto, Laura | Giles, Graham G. | kConFab,  | Group, AOCS Study | Spurdle, Amanda B. | Beesley, Jonathan | Chen, Xiaoqing | Holland, Helene | Healey, Sue | Wang-Gohrke, Shan | Chang-Claude, Jenny | Mannermaa, Arto | Kosma, Veli-Matti | Kauppinen, Jaana | Kataja, Vesa | Agnarsson, Bjarni A. | Caligo, Maria A. | Godwin, Andrew K. | Nevanlinna, Heli | Heikkinen, Tuomas | Fredericksen, Zachary | Lindor, Noralane | Nathanson, Katherine L. | Domchek, Susan M. | SWE-BRCA,  | Loman, Niklas | Karlsson, Per | Askmalm, Marie Stenmark | Melin, Beatrice | von Wachenfeldt, Anna | HEBON,  | Hogervorst, Frans B. L. | Verheus, Martijn | Rookus, Matti A. | Seynaeve, Caroline | Oldenburg, Rogier A. | Ligtenberg, Marjolijn J. | Ausems, Margreet G.E.M. | Aalfs, Cora M. | Gille, Hans J.P. | Wijnen, Juul T. | Gómez García, Encarna B. | EMBRACE,  | Peock, Susan | Cook, Margaret | Oliver, Clare T. | Frost, Debra | Luccarini, Craig | Pichert, Gabriella | Davidson, Rosemarie | Chu, Carol | Eccles, Diana | Ong, Kai-Ren | Cook, Jackie | Douglas, Fiona | Hodgson, Shirley | Evans, D. Gareth | Eeles, Rosalind | Gold, Bert | Pharoah, Paul D.P. | Offit, Kenneth | Chenevix-Trench, Georgia | Easton, Douglas F. | Prokunina-Olsson, Ludmila
PLoS ONE  2012;7(6):e35706.
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 (I2 = 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.
doi:10.1371/journal.pone.0035706
PMCID: PMC3387216  PMID: 22768030
7.  7q21-rs6964587 and breast cancer risk: an extended case–control study by the Breast Cancer Association Consortium 
Milne, Roger L | Lorenzo-Bermejo, Justo | Burwinkel, Barbara | Malats, Núria | Arias, Jose Ignacio | Zamora, M Pilar | Benítez, Javier | Humphreys, Manjeet K | García-Closas, Montserrat | Chanock, Stephen J | Lissowska, Jolanta | Sherman, Mark E | Mannermaa, Arto | Kataja, Vesa | Kosma, Veli-Matti | Nevanlinna, Heli | Heikkinen, Tuomas | Aittomäki, Kristiina | Blomqvist, Carl | Anton-Culver, Hoda | Ziogas, Argyrios | Devilee, Peter | van Asperen, Christie J | Tollenaar, Rob A E M | Seynaeve, Caroline | Hall, Per | Czene, Kamila | Liu, Jianjun | Irwanto, Astrid K | Kang, Daehee | Yoo, Keun-Young | Noh, Dong-Young | Couch, Fergus J | Olson, Janet E | Wang, Xianshu | Fredericksen, Zachary | Nordestgaard, Børge G | Bojesen, Stig E | Flyger, Henrik | Margolin, Sara | Lindblom, Annika | Fasching, Peter A | Schulz-Wendtland, Ruediger | Ekici, Arif B | Beckmann, Matthias W | Wang-Gohrke, Shan | Shen, Chen-Yang | Yu, Jyh-Cherng | Hsu, Huan-Ming | Wu, Pei-Ei | Giles, Graham G | Severi, Gianluca | Baglietto, Laura | English, Dallas R | Cox, Angela | Brock, Ian | Elliott, Graeme | Reed, Malcolm W R | Beesley, Jonathan | Chen, Xiaoqing | Fletcher, Olivia | Gibson, Lorna | Silva, Isabel dos Santos | Peto, Julian | Frank, Bernd | Heil, Joerg | Meindl, Alfons | Chang-Claude, Jenny | Hein, Rebecca | Vrieling, Alina | Flesch-Janys, Dieter | Southey, Melissa C | Smith, Letitia | Apicella, Carmel | Hopper, John L | Dunning, Alison M | Pooley, Karen A | Pharoah, Paul D P | Hamann, Ute | Pesch, Beate | Ko, Yon-Dschun | Easton, Douglas F | Chenevix-Trench, Georgia
Journal of Medical Genetics  2011;48(10):698-702.
Background
Using the Breast Cancer Association Consortium, the authors previously reported that the single nucleotide polymorphism 7q21-rs6964587 (AKAP9-M463I) is associated with breast cancer risk. The authors have now assessed this association more comprehensively using 16 independent case–control studies.
Methods
The authors genotyped 14 843 invasive case patients and 19 852 control subjects with white European ancestry and 2595 invasive case patients and 2192 control subjects with Asian ancestry. ORs were estimated by logistic regression, adjusted for study. Heterogeneity in ORs was assessed by fitting interaction terms or by subclassifying case patients and applying polytomous logistic regression.
Results
For white European women, the minor T allele of 7q21-rs6964587 was associated with breast cancer risk under a recessive model (OR 1.07, 95% CI 1.00 to 1.13, p = 0.04). Results were inconclusive for Asian women. From a combined analysis of 24 154 case patients and 33 376 control subjects of white European ancestry from the present and previous series, the best-fitting model was recessive, with an estimated OR of 1.08 (95% CI 1.03 to 1.13, p = 0.001). The OR was greater at younger ages (p trend = 0.01).
Conclusion
This may be the first common susceptibility allele for breast cancer to be identified with a recessive mode of inheritance.
doi:10.1136/jmedgenet-2011-100303
PMCID: PMC3371608  PMID: 21931171
8.  Pancreatic Cancer Susceptibility Loci and Their Role in Survival 
PLoS ONE  2011;6(11):e27921.
Pancreatic cancer has one of the worst mortality rates of all cancers. Little is known about its etiology, particularly regarding inherited risk. The PanScan project, a genome-wide association study, identified several common polymorphisms affecting pancreatic cancer susceptibility. Single nucleotide polymorphisms (SNPs) in ABO, sonic hedgehog (SHH), telomerase reverse transcriptase (TERT), nuclear receptor subfamily 5, group A, member 2 (NR5A2) were found to be associated with pancreatic cancer risk. Moreover the scan identified loci on chromosomes 13q22.1 and 15q14, to which no known genes or other functional elements are mapped. We sought to replicate these observations in two additional, independent populations (from Germany and the UK), and also evaluate the possible impact of these SNPs on patient survival. We genotyped 15 SNPs in 690 cases of pancreatic ductal adenocarcinoma (PDAC) and in 1277 healthy controls. We replicated several associations between SNPs and PDAC risk. Furthermore we found that SNP rs8028529 was weakly associated with a better overall survival (OS) in both populations. We have also found that NR5A2 rs12029406_T allele was associated with a shorter survival in the German population. In conclusion, we found that rs8028529 could be, if these results are replicated, a promising marker for both risk and prognosis for this lethal disease.
doi:10.1371/journal.pone.0027921
PMCID: PMC3220706  PMID: 22125638
9.  Characterization of extracellular circulating microRNA 
Nucleic Acids Research  2011;39(16):7223-7233.
MicroRNAs (miRNAs), a class of post-transcriptional gene expression regulators, have recently been detected in human body fluids, including peripheral blood plasma as extracellular nuclease resistant entities. However, the origin and function of extracellular circulating miRNA remain essentially unknown. Here, we confirmed that circulating mature miRNA in contrast to mRNA or snRNA is strikingly stable in blood plasma and cell culture media. Furthermore, we found that most miRNA in plasma and cell culture media completely passed through 0.22 µm filters but remained in the supernatant after ultracentrifugation at 110 000g indicating the non-vesicular origin of the extracellular miRNA. Furthermore, western blot immunoassay revealed that extracellular miRNA ultrafiltrated together with the 96 kDa Ago2 protein, a part of RNA-induced silencing complex. Moreover, miRNAs in both blood plasma and cell culture media co-immunoprecipited with anti-Ago2 antibody in a detergent free environment. This is the first study to show that extracellular miRNAs are predominantly exosomes/microvesicles free and are associated with Ago proteins. We hypothesize that extracellular miRNAs are in the most part by-products of dead cells that remain in extracellular space due to the high stability of the Ago2 protein and Ago2-miRNA complex. Nevertheless, our data does not reject the possibility that some miRNAs can be associated with exosomes.
doi:10.1093/nar/gkr254
PMCID: PMC3167594  PMID: 21609964
10.  Missense Variants in ATM in 26,101 Breast Cancer Cases and 29,842 Controls 
Fletcher, Olivia | Johnson, Nichola | dos Santos Silva, Isabel | Orr, Nick | Ashworth, Alan | Nevanlinna, Heli | Heikkinen, Tuomas | Aittomäki, Kristiina | Blomqvist, Carl | Burwinkel, Barbara | Bartram, Claus R. | Meindl, Alfons | Schmutzler, Rita K. | Cox, Angela | Brock, Ian | Elliott, Graeme | Reed, Malcolm W. R. | Southey, Melissa C. | Smith, Letitia | Spurdle, Amanda B. | Hopper, John L. | Couch, Fergus J. | Olson, Janet E. | Wang, Xianshu | Fredericksen, Zachary | Schürmann, Peter | Waltes, Regina | Bremer, Michael | Dörk, Thilo | Devilee, Peter | van Asperen, Christie J. | Tollenaar, Rob A.E.M. | Seynaeve, Caroline | Hall, Per | Czene, Kamila | Humphreys, Keith | Liu, Jianjun | Ahmed, Shahana | Dunning, Alison M. | Maranian, Melanie | Pharoah, Paul D.P. | Chenevix-Trench, Georgia | Beesley, Jonathan | Bogdanova, Natalia V. | Antonenkova, Natalia N. | Zalutsky, Iosif V. | Anton-Culver, Hoda | Ziogas, Argyrios | Brauch, Hiltrud | Ko, Yon-Dschun | Hamann, Ute | Fasching, Peter A. | Strick, Reiner | Ekici, Arif B. | Beckmann, Matthias W. | Giles, Graham G. | Severi, Gianluca | Baglietto, Laura | English, Dallas R. | Milne, Roger L. | Benítez, Javier | Arias, José Ignacio | Pita, Guillermo | Nordestgaard, Børge G. | Bojesen, Stig E. | Flyger, Henrik | Kang, Daehee | Yoo, Keun-Young | Noh, Dong Young | Mannermaa, Arto | Kataja, Vesa | Kosma, Veli-Matti | García-Closas, Montserrat | Chanock, Stephen | Lissowska, Jolanta | Brinton, Louise A. | Chang-Claude, Jenny | Wang- Gohrke, Shan | Broeks, Annegien | Schmidt, Marjanka K | van Leeuwen, Flora E | Van 't Veer, Laura J | Margolin, Sara | Lindblom, Annika | Humphreys, Manjeet K. | Morrison, Jonathan | Platte, Radka | Easton, Douglas F. | Peto, Julian
Background
Truncating mutations in ATM have been shown to increase the risk of breast cancer but the effect of missense variants remains contentious.
Methods
We have genotyped five polymorphic (MAF 0.9% to 2.6%) missense single nucleotide polymorphisms (SNPs) in ATM (S49C, S707P, F858L, P1054R, L1420F) in 26,101 breast cancer cases and 29,842 controls from 23 studies in the Breast Cancer Association Consortium (BCAC).
Results
Combining data from all five SNPs, the OR was 1.05 for being a heterozygote for any of the SNPs and 1.51 for being a rare homozygote for any of the SNPs with an overall trend OR=1.06 (Ptrend=0.04). The trend OR among bilateral and familial cases was 1.12 (95% CI 1.02-1.23; Ptrend=0.02).
Conclusions
In this large combined analysis, these 5 missense ATM SNPs were associated with a small increased risk of breast cancer, explaining an estimated 0.03% of the excess familial risk of breast cancer.
Impact
Testing the combined effects of rare missense variants in known breast cancer genes in large collaborative studies should clarify their overall contribution to breast cancer susceptibility.
doi:10.1158/1055-9965.EPI-10-0374
PMCID: PMC2938473  PMID: 20826828
11.  Missense Variants in ATM in 26,101 Breast Cancer Cases and 29,842 Controls 
Fletcher, Olivia | Johnson, Nichola | dos Santos Silva, Isabel | Orr, Nick | Ashworth, Alan | Nevanlinna, Heli | Heikkinen, Tuomas | Aittomäki, Kristiina | Blomqvist, Carl | Burwinkel, Barbara | Bartram, Claus R. | Meindl, Alfons | Schmutzler, Rita K. | Cox, Angela | Brock, Ian | Elliott, Graeme | Reed, Malcolm W. R. | Southey, Melissa C. | Smith, Letitia | Spurdle, Amanda B. | Hopper, John L. | Couch, Fergus J. | Olson, Janet E. | Wang, Xianshu | Fredericksen, Zachary | Schürmann, Peter | Waltes, Regina | Bremer, Michael | Dörk, Thilo | Devilee, Peter | van Asperen, Christie J. | Tollenaar, Rob A.E.M. | Seynaeve, Caroline | Hall, Per | Czene, Kamila | Humphreys, Keith | Liu, Jianjun | Ahmed, Shahana | Dunning, Alison M. | Maranian, Melanie | Pharoah, Paul D.P. | Chenevix-Trench, Georgia | Beesley, Jonathan | Investigators, kConFab | Group, AOCS | Bogdanova, Natalia V. | Antonenkova, Natalia N. | Zalutsky, Iosif V. | Anton-Culver, Hoda | Ziogas, Argyrios | Brauch, Hiltrud | Ko, Yon-Dschun | Hamann, Ute | Fasching, Peter A. | Strick, Reiner | Ekici, Arif B. | Beckmann, Matthias W. | Giles, Graham G. | Severi, Gianluca | Baglietto, Laura | English, Dallas R. | Milne, Roger L. | Benítez, Javier | Arias, José Ignacio | Pita, Guillermo | Nordestgaard, Børge G. | Bojesen, Stig E. | Flyger, Henrik | Kang, Daehee | Yoo, Keun-Young | Noh, Dong Young | Mannermaa, Arto | Kataja, Vesa | Kosma, Veli-Matti | García-Closas, Montserrat | Chanock, Stephen | Lissowska, Jolanta | Brinton, Louise A. | Chang-Claude, Jenny | Wang- Gohrke, Shan | Broeks, Annegien | Schmidt, Marjanka K | van Leeuwen, Flora E | Van ‘t Veer, Laura J | Margolin, Sara | Lindblom, Annika | Humphreys, Manjeet K. | Morrison, Jonathan | Platte, Radka | Easton, Douglas F. | Peto, Julian
Background
Truncating mutations in ATM have been shown to increase the risk of breast cancer but the effect of missense variants remains contentious.
Methods
We have genotyped five polymorphic (MAF 0.9% to 2.6%) missense single nucleotide polymorphisms (SNPs) in ATM (S49C, S707P, F858L, P1054R, L1420F) in 26,101 breast cancer cases and 29,842 controls from 23 studies in the Breast Cancer Association Consortium (BCAC).
Results
Combining data from all five SNPs, the OR was 1.05 for being a heterozygote for any of the SNPs and 1.51 for being a rare homozygote for any of the SNPs with an overall trend OR=1.06 (Ptrend=0.04). The trend OR among bilateral and familial cases was 1.12 (95% CI 1.02-1.23; Ptrend=0.02).
Conclusions
In this large combined analysis, these 5 missense ATM SNPs were associated with a small increased risk of breast cancer, explaining an estimated 0.03% of the excess familial risk of breast cancer.
Impact
Testing the combined effects of rare missense variants in known breast cancer genes in large collaborative studies should clarify their overall contribution to breast cancer susceptibility.
doi:10.1158/1055-9965.EPI-10-0374
PMCID: PMC2938473  PMID: 20826828
12.  Risk of Estrogen Receptor–Positive and –Negative Breast Cancer and Single–Nucleotide Polymorphism 2q35-rs13387042 
Milne, Roger L. | Benítez, Javier | Nevanlinna, Heli | Heikkinen, Tuomas | Aittomäki, Kristiina | Blomqvist, Carl | Arias, José Ignacio | Zamora, M. Pilar | Burwinkel, Barbara | Bartram, Claus R. | Meindl, Alfons | Schmutzler, Rita K. | Cox, Angela | Brock, Ian | Elliott, Graeme | Reed, Malcolm W. R. | Southey, Melissa C. | Smith, Letitia | Spurdle, Amanda B. | Hopper, John L. | Couch, Fergus J. | Olson, Janet E. | Wang, Xianshu | Fredericksen, Zachary | Schürmann, Peter | Bremer, Michael | Hillemanns, Peter | Dörk, Thilo | Devilee, Peter | van Asperen, Christie J. | Tollenaar, Rob A. E. M. | Seynaeve, Caroline | Hall, Per | Czene, Kamila | Liu, Jianjun | Li, Yuqing | Ahmed, Shahana | Dunning, Alison M. | Maranian, Melanie | Pharoah, Paul D. P. | Chenevix-Trench, Georgia | Beesley, Jonathan | Bogdanova, Natalia V. | Antonenkova, Natalia N. | Zalutsky, Iosif V. | Anton-Culver, Hoda | Ziogas, Argyrios | Brauch, Hiltrud | Justenhoven, Christina | Ko, Yon-Dschun | Haas, Susanne | Fasching, Peter A. | Strick, Reiner | Ekici, Arif B. | Beckmann, Matthias W. | Giles, Graham G. | Severi, Gianluca | Baglietto, Laura | English, Dallas R. | Fletcher, Olivia | Johnson, Nichola | dos Santos Silva, Isabel | Peto, Julian | Turnbull, Clare | Hines, Sarah | Renwick, Anthony | Rahman, Nazneen | Nordestgaard, Børge G. | Bojesen, Stig E. | Flyger, Henrik | Kang, Daehee | Yoo, Keun-Young | Noh, Dong-Young | Mannermaa, Arto | Kataja, Vesa | Kosma, Veli-Matti | García-Closas, Montserrat | Chanock, Stephen | Lissowska, Jolanta | Brinton, Louise A. | Chang-Claude, Jenny | Wang-Gohrke, Shan | Shen, Chen-Yang | Wang, Hui-Chun | Yu, Jyh-Cherng | Chen, Sou-Tong | Bermisheva, Marina | Nikolaeva, Tatjana | Khusnutdinova, Elza | Humphreys, Manjeet K. | Morrison, Jonathan | Platte, Radka | Easton, Douglas F.
Background
A recent genome-wide association study identified single-nucleotide polymorphism (SNP) 2q35-rs13387042 as a marker of susceptibility to estrogen receptor (ER)–positive breast cancer. We attempted to confirm this association using the Breast Cancer Association Consortium.
Methods
2q35-rs13387042 SNP was genotyped for 31 510 women with invasive breast cancer, 1101 women with ductal carcinoma in situ, and 35 969 female control subjects from 25 studies. Odds ratios (ORs) were estimated by logistic regression, adjusted for study. Heterogeneity in odds ratios by each of age, ethnicity, and study was assessed by fitting interaction terms. Heterogeneity by each of invasiveness, family history, bilaterality, and hormone receptor status was assessed by subclassifying case patients and applying polytomous logistic regression. All statistical tests were two-sided.
Results
We found strong evidence of association between rs13387042 and breast cancer in white women of European origin (per-allele OR = 1.12, 95% confidence interval [CI] = 1.09 to 1.15; Ptrend = 1.0 × 10−19). The odds ratio was lower than that previously reported (P = .02) and did not vary by age or ethnicity (all P ≥ .2). However, it was higher when the analysis was restricted to case patients who were selected for a strong family history (P  =  .02). An association was observed for both ER-positive (OR  =  1.14, 95% CI  =  1.10 to 1.17; P = 10−15) and ER-negative disease (OR = 1.10, 95% CI = 1.04 to 1.15; P = .0003) and both progesterone receptor (PR)–positive (OR = 1.15, 95% CI = 1.11 to 1.19; P = 5 × 10−14) and PR-negative disease (OR = 1.10, 95% CI = 1.06 to 1.15; P = .00002).
Conclusion
The rs13387042 is associated with both ER-positive and ER-negative breast cancer in European women.
doi:10.1093/jnci/djp167
PMCID: PMC2724850  PMID: 19567422
13.  A breast cancer risk haplotype in the caspase-8 gene 
Cancer research  2009;69(7):2724-2728.
Recent large-scale studies have been successful in identifying common, low penetrance variants associated with common cancers. One such variant in the caspase-8 (CASP8) gene, D302H (rs1045485), has been confirmed to be associated with breast cancer risk, although the functional impact of this polymorphism (if any) is not yet clear. In order to further map the CASP8 gene with respect to breast cancer susceptibility, we performed extensive haplotype analyses using single nucleotide polymorphisms (SNPs) chosen to tag all common variation in the gene (tSNPs). We used a staged study design based on 3200 breast cancer and 3324 control subjects from the UK, Utah and Germany. Using a haplotype-mining algorithm in the UK cohort, we identified a 4-SNP haplotype that was significantly associated with breast cancer and superior to any other single or multi-locus combination (P=8.0×10−5), with a per allele odds ratio and 95% confidence interval [OR (95% CI)] of 1.30 (1.12, 1.49). The result remained significant after adjustment for the multiple testing inherent in mining techniques (false discovery rate (FDR), q=0.044). As expected, this haplotype includes the D302H locus. Multi-center analyses on a subset of the tSNPs yielded consistent results. This risk haplotype is likely to carry one or more underlying breast cancer susceptibility alleles, making it an excellent candidate for re-sequencing in homozygous individuals. An understanding of the mode of action of these alleles will aid risk assessment and may lead to the identification of novel treatment targets in breast cancer.
doi:10.1158/0008-5472.CAN-08-4266
PMCID: PMC2730164  PMID: 19318553
Polymorphism; breast cancer; apoptosis; haplotype; association
14.  Association of ESR1 gene tagging SNPs with breast cancer risk 
Dunning, Alison M. | Healey, Catherine S. | Baynes, Caroline | Maia, Ana-Teresa | Scollen, Serena | Vega, Ana | Rodríguez, Raquel | Barbosa-Morais, Nuno L. | Ponder, Bruce A.J. | Low, Yen-Ling | Bingham, Sheila | Haiman, Christopher A. | Le Marchand, Loic | Broeks, Annegien | Schmidt, Marjanka K. | Hopper, John | Southey, Melissa | Beckmann, Matthias W. | Fasching, Peter A. | Peto, Julian | Johnson, Nichola | Bojesen, Stig E. | Nordestgaard, Børge | Milne, Roger L. | Benitez, Javier | Hamann, Ute | Ko, Yon | Schmutzler, Rita K. | Burwinkel, Barbara | Schürmann, Peter | Dörk, Thilo | Heikkinen, Tuomas | Nevanlinna, Heli | Lindblom, Annika | Margolin, Sara | Mannermaa, Arto | Kosma, Veli-Matti | Chen, Xiaoqing | Spurdle, Amanda | Change-Claude, Jenny | Flesch-Janys, Dieter | Couch, Fergus J. | Olson, Janet E. | Severi, Gianluca | Baglietto, Laura | Børresen-Dale, Anne-Lise | Kristensen, Vessela | Hunter, David J. | Hankinson, Susan E. | Devilee, Peter | Vreeswijk, Maaike | Lissowska, Jolanta | Brinton, Louise | Liu, Jianjun | Hall, Per | Kang, Daehee | Yoo, Keun-Young | Shen, Chen-Yang | Yu, Jyh-Cherng | Anton-Culver, Hoda | Ziogoas, Argyrios | Sigurdson, Alice | Struewing, Jeff | Easton, Douglas F. | Garcia-Closas, Montserrat | Humphreys, Manjeet K. | Morrison, Jonathan | Pharoah, Paul D.P. | Pooley, Karen A. | Chenevix-Trench, Georgia
Human Molecular Genetics  2009;18(6):1131-1139.
We have conducted a three-stage, comprehensive single nucleotide polymorphism (SNP)-tagging association study of ESR1 gene variants (SNPs) in more than 55 000 breast cancer cases and controls from studies within the Breast Cancer Association Consortium (BCAC). No large risks or highly significant associations were revealed. SNP rs3020314, tagging a region of ESR1 intron 4, is associated with an increase in breast cancer susceptibility with a dominant mode of action in European populations. Carriers of the c-allele have an odds ratio (OR) of 1.05 [95% Confidence Intervals (CI) 1.02–1.09] relative to t-allele homozygotes, P = 0.004. There is significant heterogeneity between studies, P = 0.002. The increased risk appears largely confined to oestrogen receptor-positive tumour risk. The region tagged by SNP rs3020314 contains sequence that is more highly conserved across mammalian species than the rest of intron 4, and it may subtly alter the ratio of two mRNA splice forms.
doi:10.1093/hmg/ddn429
PMCID: PMC2722230  PMID: 19126777
15.  Nuclear receptor coregulator SNP discovery and impact on breast cancer risk 
BMC Cancer  2009;9:438.
Background
Coregulator proteins are "master regulators", directing transcriptional and posttranscriptional regulation of many target genes, and are critical in many normal physiological processes, but also in hormone driven diseases, such as breast cancer. Little is known on how genetic changes in these genes impact disease development and progression. Thus, we set out to identify novel single nucleotide polymorphisms (SNPs) within SRC-1 (NCoA1), SRC-3 (NCoA3, AIB1), NCoR (NCoR1), and SMRT (NCoR2), and test the most promising SNPs for associations with breast cancer risk.
Methods
The identification of novel SNPs was accomplished by sequencing the coding regions of these genes in 96 apparently normal individuals (48 Caucasian Americans, 48 African Americans). To assess their association with breast cancer risk, five SNPs were genotyped in 1218 familial BRCA1/2-mutation negative breast cancer cases and 1509 controls (rs1804645, rs6094752, rs2230782, rs2076546, rs2229840).
Results
Through our resequencing effort, we identified 74 novel SNPs (30 in NCoR, 32 in SMRT, 10 in SRC-3, and 2 in SRC-1). Of these, 8 were found with minor allele frequency (MAF) >5% illustrating the large amount of genetic diversity yet to be discovered. The previously shown protective effect of rs2230782 in SRC-3 was strengthened (OR = 0.45 [0.21-0.98], p = 0.04). No significant associations were found with the other SNPs genotyped.
Conclusions
This data illustrates the importance of coregulators, especially SRC-3, in breast cancer development and suggests that more focused studies, including functional analyses, should be conducted.
doi:10.1186/1471-2407-9-438
PMCID: PMC2804710  PMID: 20003447
16.  Five Polymorphisms and Breast Cancer Risk: Results from the Breast Cancer Association Consortium 
Gaudet, Mia M. | Milne, Roger L. | Cox, Angela | Camp, Nicola J. | Goode, Ellen L. | Humphreys, Manjeet K. | Dunning, Alison M. | Morrison, Jonathan | Giles, Graham G. | Severi, Gianluca | Baglietto, Laura | English, Dallas R. | Couch, Fergus J. | Olson, Janet E. | Wang, Xianshu | Chang-Claude, Jenny | Flesch-Janys, Dieter | Abbas, Sascha | Salazar, Ramona | Mannermaa, Arto | Kataja, Vesa | Kosma, Veli-Matti | Lindblom, Annika | Margolin, Sara | Heikkinen, Tuomas | Kämpjärvi, Kati | Aaltonen, Kirsimari | Nevanlinna, Heli | Bogdanova, Natalia | Coinac, Irina | Schürmann, Peter | Dörk, Thilo | Bartram, Claus R. | Schmutzler, Rita K. | Tchatchou, Sandrine | Burwinkel, Barbara | Brauch, Hiltrud | Torres, Diana | Hamann, Ute | Justenhoven, Christina | Ribas, Gloria | Arias, José I. | Benitez, Javier | Bojesen, Stig E. | Nordestgaard, Børge G. | Flyger, Henrik L. | Peto, Julian | Fletcher, Olivia | Johnson, Nichola | Silva, Isabel dos Santos | Fasching, Peter A. | Beckmann, Matthias W. | Strick, Reiner | Ekici, Arif B. | Broeks, Annegien | Schmidt, Marjanka K. | van Leeuwen, Flora E. | Van’t Veer, Laura J. | Southey, Melissa C. | Hopper, John L. | Apicella, Carmel | Haiman, Christopher A. | Henderson, Brian E. | Le Marchand, Loic | Kolonel, Laurence N. | Kristensen, Vessela | Alnæs, Grethe Grenaker | Hunter, David J. | Kraft, Peter | Cox, David G. | Hankinson, Susan E. | Seynaeve, Caroline | Vreeswijk, Maaike P.G. | Tollenaar, Rob A.E.M. | Devilee, Peter | Chanock, Stephen | Lissowska, Jolanta | Brinton, Louise | Peplonska, Beata | Czene, Kamila | Hall, Per | Li, Yuqing | Liu, Jianjun | Balasubramanian, Sabapathy | Rafii, Saeed | Reed, Malcolm W.R. | Pooley, Karen A. | Conroy, Don | Baynes, Caroline | Kang, Daehee | Yoo, Keun-Young | Noh, Dong-Young | Ahn, Sei-Hyun | Shen, Chen-Yang | Wang, Hui-Chun | Yu, Jyh-Cherng | Wu, Pei-Ei | Anton-Culver, Hoda | Ziogoas, Argyrios | Egan, Kathleen | Newcomb, Polly | Titus-Ernstoff, Linda | Dietz, Amy Trentham | Sigurdson, Alice J. | Alexander, Bruce H. | Bhatti, Parveen | Allen-Brady, Kristina | Cannon-Albright, Lisa A. | Wong, Jathine | Chenevix-Trench, Georgia | Spurdle, Amanda B. | Beesley, Jonathan | Pharoah, Paul D.P. | Easton, Doug F. | Garcia-Closas, Montserrat
Previous studies have suggested that minor alleles for ERCC4 rs744154, TNF rs361525, CASP10 rs13010627, PGR rs1042838, and BID rs8190315 may influence breast cancer risk, but the evidence is inconclusive due to their small sample size. These polymorphisms were genotyped in more than 30,000 breast cancer cases and 30,000 controls, primarily of European descent, from 30 studies in the Breast Cancer Association Consortium. We calculated odds ratios (OR) and 95% confidence intervals (95% CI) as a measure of association. We found that the minor alleles for these polymorphisms were not related to invasive breast cancer risk overall in women of European descent: ECCR4 per-allele OR (95% CI) = 0.99 (0.97–1.02), minor allele frequency = 27.5%; TNF 1.00 (0.95–1.06), 5.0%; CASP10 1.02 (0.98–1.07), 6.5%; PGR 1.02 (0.99–1.06), 15.3%; and BID 0.98 (0.86–1.12), 1.7%. However, we observed significant between-study heterogeneity for associations with risk for single-nucleotide polymorphisms (SNP) in CASP10, PGR, and BID. Estimates were imprecise for women of Asian and African descent due to small numbers and lower minor allele frequencies (with the exception of BID SNP). The ORs for each copy of the minor allele were not significantly different by estrogen or progesterone receptor status, nor were any significant interactions found between the polymorphisms and age or family history of breast cancer. In conclusion, our data provide persuasive evidence against an overall association between invasive breast cancer risk and ERCC4 rs744154, TNF rs361525, CASP10 rs13010627, PGR rs1042838, and BID rs8190315 genotypes among women of European descent.
doi:10.1158/1055-9965.EPI-08-0745
PMCID: PMC2737177  PMID: 19423537
17.  BRIP1 (BACH1) variants and familial breast cancer risk: a case-control study 
BMC Cancer  2007;7:83.
Background
Inactivating and truncating mutations of the nuclear BRCA1-interacting protein 1 (BRIP1) have been shown to be the major cause of Fanconi anaemia and, due to subsequent alterations of BRCA1 function, predispose to breast cancer (BC).
Methods
We investigated the effect of BRIP1 -64G>A and Pro919Ser on familial BC risk by means of TaqMan allelic discrimination, analysing BRCA1/BRCA2 mutation-negative index patients of 571 German BC families and 712 control individuals.
Results
No significant differences in genotype frequencies between BC cases and controls for BRIP1 -64G>A and Pro919Ser were observed.
Conclusion
We found no effect of the putatively functional BRIP1 variants -64G>A and Pro919Ser on the risk of familial BC.
doi:10.1186/1471-2407-7-83
PMCID: PMC1887536  PMID: 17504528
18.  Allelotyping of pooled DNA with 250 K SNP microarrays 
BMC Genomics  2007;8:77.
Background
Genotyping technologies for whole genome association studies are now available. To perform such studies to an affordable price, pooled DNA can be used. Recent studies have shown that GeneChip Human Mapping 10 K and 50 K arrays are suitable for the estimation of the allele frequency in pooled DNA. In the present study, we tested the accuracy of the 250 K Nsp array, which is part of the 500 K array set representing 500,568 SNPs. Furthermore, we compared different algorithms to estimate allele frequencies of pooled DNA.
Results
We could confirm that the polynomial based probe specific correction (PPC) was the most accurate method for allele frequency estimation. However, a simple k-correction, using the relative allele signal (RAS) of heterozygous individuals, performed only slightly worse and provided results for more SNPs. Using four replicates of the 250 K array and the k-correction using heterozygous RAS values, we obtained results for 104.141 SNPs. The correlation between estimated and real allele frequency was 0.983 and the average error was 0.046, which was comparable to the results obtained with the 10 K array. Furthermore, we could show how the estimation accuracy depended on the SNP type (average error for A/T SNPs: 0.043 and for G/C SNPs: 0.052).
Conclusion
The combination of DNA pooling and analysis of single nucleotide polymorphisms (SNPs) on high density microarrays is a promising tool for whole genome association studies.
doi:10.1186/1471-2164-8-77
PMCID: PMC1839100  PMID: 17367522
19.  Transcription factor 7-like 2 (TCF7L2) variant is associated with familial breast cancer risk: a case-control study 
BMC Cancer  2006;6:268.
Background
The transcription factor 7-like 2 (TCF7L2) is a critical component of the Wnt/β-catenin pathway. Aberrant TCF7L2 expression modifies Wnt signaling and mediates oncogenic effects through the upregulation of c-MYC and cyclin D. Genetic alterations in TCF7L2 may therefore affect cancer risk. Recently, TCF7L2 variants, including the microsatellite marker DG10S478 and the nearly perfectly linked SNP rs12233372, were identified to associate with type 2 diabetes.
Methods
We investigated the effect of the TCF7L2 rs12255372 variant on familial breast cancer (BC) risk by means of TaqMan allelic discrimination, analyzing BRCA1/2 mutation-negative index patients of 592 German BC families and 735 control individuals.
Results
The T allele of rs12255372 showed an association with borderline significance (OR = 1.19, 95% C.I. = 1.01-1.42, P = 0.04), and the Cochran-Armitage test for trend revealed an allele dose-dependent association of rs12255372 with BC risk (Ptrend = 0.04).
Conclusion
Our results suggest a possible influence of TCF7L2 rs12255372 on the risk of familial BC.
doi:10.1186/1471-2407-6-268
PMCID: PMC1665524  PMID: 17109766
20.  TP53-binding protein variants and breast cancer risk: a case-control study 
Breast Cancer Research  2005;7(4):R502-R505.
Introduction
The TP53-binding protein (53BP1) has been shown to influence TP53-mediated transcriptional activation, thus playing a pivotal role in DNA damage signalling. Genetic aberrations in TP53 and in ATM and CHEK2 predispose to cancer. We have therefore examined the effects of 53BP1 single nucleotide polymorphisms (D353E, G412S, and K1136Q) and the novel 53BP1 6bp deletion (1347_1352delTATCCC) on breast cancer risk.
Methods
Allelic discrimination was performed to investigate the frequencies of 53BP1 D353E, G412S, and K1136Q and of 1347_1352delTATCCC in 353 patients with breast cancer and 960 control individuals.
Results
No significant association of 53BP1 D353E, G412S, or K1136Q with breast cancer risk was detected. 53BP1 1347_1352delTATCCC, leading to the loss of an isoleucine and a proline residue, showed a nonsignificant inverse association with breast cancer risk (odds ratio = 0.61, 95% confidence interval = 0.22 to 1.68, P = 0.34).
Conclusion
The lack of association casts doubt on the putative effects of D353E, G412S, and K1136Q on breast cancer risk. Investigating a larger study cohort might elucidate the influence of the 6bp deletion 1347_1352delTATCCC. Studying the functional effect and the impact of this variant on the risk of other cancers may be revealing.
doi:10.1186/bcr1038
PMCID: PMC1175066  PMID: 15987456
21.  SNP genotyping on a genome-wide amplified DOP-PCR template 
Nucleic Acids Research  2002;30(22):e125.
With the increasing demand for higher throughput single nucleotide polymorphism (SNP) genotyping, the quantity of genomic DNA often falls short of the number of assays required. We investigated the use of degenerate oligonucleotide primed polymerase chain reaction (DOP-PCR) to generate a template for our SNP genotyping methodology of fluorescence polarization template-directed dye-terminator incorporation detection. DOP-PCR employs a degenerate primer (5′-CCGACTCGAGNNNNNNATGTGG-3′) to produce non-specific uniform amplification of DNA. This approach has been successfully applied to microsatellite genotyping. We compared genotyping of DOP-PCR-amplified genomic DNA to genomic DNA as a template. Results were analyzed with respect to feasibility, allele loss of alleles, genotyping accuracy and storage conditions in a high-throughput genotyping environment. DOP-PCR yielded overall satisfactory results, with a certain loss in accuracy and quality of the genotype assignments. Accuracy and quality of genotypes generated from the DOP-PCR template also depended on storage conditions. Adding carrier DNA to a final concentration of 10 ng/µl improved results. In conclusion, we have successfully used DOP-PCR to amplify our genomic DNA collection for subsequent SNP genotyping as a standard process.
PMCID: PMC137182  PMID: 12434007

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