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1.  Testicular germ cell tumor susceptibility associated with the UCK2 locus on chromosome 1q23 
Human Molecular Genetics  2013;22(13):2748-2753.
Genome-wide association studies (GWASs) have identified multiple common genetic variants associated with an increased risk of testicular germ cell tumors (TGCTs). A previous GWAS reported a possible TGCT susceptibility locus on chromosome 1q23 in the UCK2 gene, but failed to reach genome-wide significance following replication. We interrogated this region by conducting a meta-analysis of two independent GWASs including a total of 940 TGCT cases and 1559 controls for 122 single-nucleotide polymorphisms (SNPs) on chromosome 1q23 and followed up the most significant SNPs in an additional 2202 TGCT cases and 2386 controls from four case–control studies. We observed genome-wide significant associations for several UCK2 markers, the most significant of which was for rs3790665 (PCombined = 6.0 × 10−9). Additional support is provided from an independent familial study of TGCT where a significant over-transmission for rs3790665 with TGCT risk was observed (PFBAT = 2.3 × 10−3). Here, we provide substantial evidence for the association between UCK2 genetic variation and TGCT risk.
doi:10.1093/hmg/ddt109
PMCID: PMC3674801  PMID: 23462292
2.  Large-scale genotyping identifies 41 new loci associated with breast cancer risk 
Michailidou, Kyriaki | Hall, Per | Gonzalez-Neira, Anna | Ghoussaini, Maya | Dennis, Joe | Milne, Roger L | Schmidt, Marjanka K | Chang-Claude, Jenny | Bojesen, Stig E | Bolla, Manjeet K | Wang, Qin | Dicks, Ed | Lee, Andrew | Turnbull, Clare | Rahman, Nazneen | Fletcher, Olivia | Peto, Julian | Gibson, Lorna | Silva, Isabel dos Santos | Nevanlinna, Heli | Muranen, Taru A | Aittomäki, Kristiina | Blomqvist, Carl | Czene, Kamila | Irwanto, Astrid | Liu, Jianjun | Waisfisz, Quinten | Meijers-Heijboer, Hanne | Adank, Muriel | van der Luijt, Rob B | Hein, Rebecca | Dahmen, Norbert | Beckman, Lars | Meindl, Alfons | Schmutzler, Rita K | Müller-Myhsok, Bertram | Lichtner, Peter | Hopper, John L | Southey, Melissa C | Makalic, Enes | Schmidt, Daniel F | Uitterlinden, Andre G | Hofman, Albert | Hunter, David J | Chanock, Stephen J | Vincent, Daniel | Bacot, François | Tessier, Daniel C | Canisius, Sander | Wessels, Lodewyk F A | Haiman, Christopher A | Shah, Mitul | Luben, Robert | Brown, Judith | Luccarini, Craig | Schoof, Nils | Humphreys, Keith | Li, Jingmei | Nordestgaard, Børge G | Nielsen, Sune F | Flyger, Henrik | Couch, Fergus J | Wang, Xianshu | Vachon, Celine | Stevens, Kristen N | Lambrechts, Diether | Moisse, Matthieu | Paridaens, Robert | Christiaens, Marie-Rose | Rudolph, Anja | Nickels, Stefan | Flesch-Janys, Dieter | Johnson, Nichola | Aitken, Zoe | Aaltonen, Kirsimari | Heikkinen, Tuomas | Broeks, Annegien | Van’t Veer, Laura J | van der Schoot, C Ellen | Guénel, Pascal | Truong, Thérèse | Laurent-Puig, Pierre | Menegaux, Florence | Marme, Frederik | Schneeweiss, Andreas | Sohn, Christof | Burwinkel, Barbara | Zamora, M Pilar | Perez, Jose Ignacio Arias | Pita, Guillermo | Alonso, M Rosario | Cox, Angela | Brock, Ian W | Cross, Simon S | Reed, Malcolm W R | Sawyer, Elinor J | Tomlinson, Ian | Kerin, Michael J | Miller, Nicola | Henderson, Brian E | Schumacher, Fredrick | Le Marchand, Loic | Andrulis, Irene L | Knight, Julia A | Glendon, Gord | Mulligan, Anna Marie | Lindblom, Annika | Margolin, Sara | Hooning, Maartje J | Hollestelle, Antoinette | van den Ouweland, Ans M W | Jager, Agnes | Bui, Quang M | Stone, Jennifer | Dite, Gillian S | Apicella, Carmel | Tsimiklis, Helen | Giles, Graham G | Severi, Gianluca | Baglietto, Laura | Fasching, Peter A | Haeberle, Lothar | Ekici, Arif B | Beckmann, Matthias W | Brenner, Hermann | Müller, Heiko | Arndt, Volker | Stegmaier, Christa | Swerdlow, Anthony | Ashworth, Alan | Orr, Nick | Jones, Michael | Figueroa, Jonine | Lissowska, Jolanta | Brinton, Louise | Goldberg, Mark S | Labrèche, France | Dumont, Martine | Winqvist, Robert | Pylkäs, Katri | Jukkola-Vuorinen, Arja | Grip, Mervi | Brauch, Hiltrud | Hamann, Ute | Brüning, Thomas | Radice, Paolo | Peterlongo, Paolo | Manoukian, Siranoush | Bonanni, Bernardo | Devilee, Peter | Tollenaar, Rob A E M | Seynaeve, Caroline | van Asperen, Christi J | Jakubowska, Anna | Lubinski, Jan | Jaworska, Katarzyna | Durda, Katarzyna | Mannermaa, Arto | Kataja, Vesa | Kosma, Veli-Matti | Hartikainen, Jaana M | Bogdanova, Natalia V | Antonenkova, Natalia N | Dörk, Thilo | Kristensen, Vessela N | Anton-Culver, Hoda | Slager, Susan | Toland, Amanda E | Edge, Stephen | Fostira, Florentia | Kang, Daehee | Yoo, Keun-Young | Noh, Dong-Young | Matsuo, Keitaro | Ito, Hidemi | Iwata, Hiroji | Sueta, Aiko | Wu, Anna H | Tseng, Chiu-Chen | Van Den Berg, David | Stram, Daniel O | Shu, Xiao-Ou | Lu, Wei | Gao, Yu-Tang | Cai, Hui | Teo, Soo Hwang | Yip, Cheng Har | Phuah, Sze Yee | Cornes, Belinda K | Hartman, Mikael | Miao, Hui | Lim, Wei Yen | Sng, Jen-Hwei | Muir, Kenneth | Lophatananon, Artitaya | Stewart-Brown, Sarah | Siriwanarangsan, Pornthep | Shen, Chen-Yang | Hsiung, Chia-Ni | Wu, Pei-Ei | Ding, Shian-Ling | Sangrajrang, Suleeporn | Gaborieau, Valerie | Brennan, Paul | McKay, James | Blot, William J | Signorello, Lisa B | Cai, Qiuyin | Zheng, Wei | Deming-Halverson, Sandra | Shrubsole, Martha | Long, Jirong | Simard, Jacques | Garcia-Closas, Montse | Pharoah, Paul D P | Chenevix-Trench, Georgia | Dunning, Alison M | Benitez, Javier | Easton, Douglas F
Nature genetics  2013;45(4):353-361e2.
Breast cancer is the most common cancer among women. Common variants at 27 loci have been identified as associated with susceptibility to breast cancer, and these account for ~9% of the familial risk of the disease. We report here a meta-analysis of 9 genome-wide association studies, including 10,052 breast cancer cases and 12,575 controls of European ancestry, from which we selected 29,807 SNPs for further genotyping. These SNPs were genotyped in 45,290 cases and 41,880 controls of European ancestry from 41 studies in the Breast Cancer Association Consortium (BCAC). The SNPs were genotyped as part of a collaborative genotyping experiment involving four consortia (Collaborative Oncological Gene-environment Study, COGS) and used a custom Illumina iSelect genotyping array, iCOGS, comprising more than 200,000 SNPs. We identified SNPs at 41 new breast cancer susceptibility loci at genome-wide significance (P < 5 × 10−8). Further analyses suggest that more than 1,000 additional loci are involved in breast cancer susceptibility.
doi:10.1038/ng.2563
PMCID: PMC3771688  PMID: 23535729
3.  Identification of nine new susceptibility loci for testicular cancer, including variants near DAZL and PRDM14 
Nature genetics  2013;45(6):10.1038/ng.2635.
Testicular germ cell tumor (TGCT) is the most common cancer in young men and is notable for its high familial risks1,2. To date, six loci associated with TGCT have been reported3-7. From GWAS analysis of 307,291 SNPs in 986 cases and 4,946 controls, we selected for follow-up 694 SNPs, which we genotyped in a further 1,064 TGCT cases and 10,082 controls from the UK. We identified SNPs at nine new loci showing association with TGCT (P<5×10−8), at 1q22, 1q24.1, 3p24.3, 4q24, 5q31.1, 8q13.3, 16q12.1, 17q22 and 21q22.3, which together account for an additional 4-6% of the familial risk of TGCT. The loci include genes plausibly related to TGCT development. PRDM14, at 8q13.3, is essential for early germ cell specification8 whilst DAZL, at 3p24.3, is required for regulation of germ cell development9. Furthermore, PITX1, at 5q31.1 regulates TERT expression, and is the third TGCT locus implicated in telomerase regulation10.
doi:10.1038/ng.2635
PMCID: PMC3680037  PMID: 23666240
4.  Meta-analysis identifies four new loci associated with testicular germ cell tumor 
Nature genetics  2013;45(6):10.1038/ng.2634.
We conducted a meta-analysis to identify new loci for testicular germ cell tumor (TGCT) susceptibility. In the discovery phase, 931 affected individuals and 1,975 controls from three genome wide association studies (GWAS) were analyzed. Replication was conducted in six independent sample sets totaling 3,211 affected individuals and 7,591 controls. In the combined analysis, TGCT risk was significantly associated with markers at four novel loci: 4q22.2 in HPGDS (per allele odds ratio (OR) 1.19, 95%CI 1.12–1.26, P = 1.11×10−8); 7p22.3 in MAD1L1 (OR 1.21, 95%CI 1.14–1.29, P = 5.59×10−9); 16q22.3 in RFWD3 (OR 1.26, 95%CI 1.18–1.34, P = 5.15×10−12); and 17q22 (rs9905704; OR 1.27, 95%CI 1.18–1.33; P = 4.32×10−13, and rs7221274; OR 1.20, 95%CI 1.12–1.28 P = 4.04×10−9), a locus which includes TEX14, RAD51C and PPM1E. The new TGCT susceptibility loci contain biologically plausible genes encoding proteins important for male germ cell development, chromosomal segregation and DNA damage response.
doi:10.1038/ng.2634
PMCID: PMC3723930  PMID: 23666239
5.  Bayesian refinement of association signals for 14 loci in 3 common diseases 
Nature genetics  2012;44(12):1294-1301.
To further investigate susceptibility loci identified by genome-wide association studies, we genotyped 5,500 SNPs across 14 associated regions in 8,000 samples from a control group and 3 diseases: type 2 diabetes (T2D), coronary artery disease (CAD) and Graves’ disease. We defined, using Bayes theorem, credible sets of SNPs that were 95% likely, based on posterior probability, to contain the causal disease-associated SNPs. In 3 of the 14 regions, TCF7L2 (T2D), CTLA4 (Graves’ disease) and CDKN2A-CDKN2B (T2D), much of the posterior probability rested on a single SNP, and, in 4 other regions (CDKN2A-CDKN2B (CAD) and CDKAL1, FTO and HHEX (T2D)), the 95% sets were small, thereby excluding most SNPs as potentially causal. Very few SNPs in our credible sets had annotated functions, illustrating the limitations in understanding the mechanisms underlying susceptibility to common diseases. Our results also show the value of more detailed mapping to target sequences for functional studies.
doi:10.1038/ng.2435
PMCID: PMC3791416  PMID: 23104008
6.  Predisposition gene identification in common cancers by exome sequencing: insights from familial breast cancer 
The genetic component of breast cancer predisposition remains largely unexplained. Candidate-gene case-control resequencing has identified predisposition genes characterised by rare, protein truncating mutations that confer moderate risks of disease. In theory, exome sequencing should yield additional genes of this class. Here, we explore the feasibility and design considerations of this approach.
We performed exome sequencing in 50 individuals with familial breast cancer, applying frequency and protein function filters to identify variants most likely to be pathogenic. We identified 867,378 variants that passed the call quality filters of which 1,296 variants passed the frequency and protein truncation filters. The median number of validated, rare, protein truncating variants (PTVs) was 10 in individuals with, and without, mutations in known genes. The functional candidacy of mutated genes was similar in both groups. Without prior knowledge, the known genes would not have been recognisable as breast cancer predisposition genes. Everyone carries multiple rare mutations that are plausibly related to disease. Exome sequencing in common conditions will therefore require intelligent sample and variant prioritisation strategies in large case-control studies to deliver robust genetic evidence of disease association.
doi:10.1007/s10549-012-2057-x
PMCID: PMC3781770  PMID: 22527104
breast cancer predisposition; exome sequencing; common disease genetics; missing heritability
7.  Variants near DMRT1, TERT and ATF7IP are associated with testicular germ cell cancer 
Nature genetics  2010;42(7):604-607.
We conducted a genome-wide association study for testicular germ cell tumor genotyping 298,782 SNPs in 979 cases and 4,947 controls from the UK and replicating associations in a further 664 cases and 3,456 controls. We identified three novel susceptibility loci, two of which include genes that are involved in telomere regulation. We identified two independent signals within the TERT-CLPTM1L locus on chromosome 5 which has been associated with multiple other cancers (rs4635969, OR=1.54 (95%CI 1.33-1.79), P=1.14×10−23 and rs2736100, OR 1.33 (1.18-1.50) P=7.55 ×10−15). We also identified a locus on chromosome 12 (rs2900333, OR=1.27 (95%CI 1.12-1.44), P=6.16×10−10) that contains ATF7IP, a regulator of TERT expression. Finally we identified a locus on chromosome 9 (rs755383, OR=1.37 (95%CI 1.21-1.55), P=1.12×10−23) containing the sex determination gene DMRT1, which has been linked with teratoma susceptibility in mice.
doi:10.1038/ng.607
PMCID: PMC3773909  PMID: 20543847
8.  Mutation and association analysis of GEN1 in breast cancer susceptibility 
GEN1 was recently identified as a key Holliday junction resolvase involved in homologous recombination. Somatic truncating GEN1 mutations have been reported in two breast cancers. Together these data led to the proposition that GEN1 is a breast cancer predisposition gene. In this article we have formally investigated this hypothesis. We performed full-gene mutational analysis of GEN1 in 176 BRCA1/2-negative familial breast cancer samples and 159 controls. We genotyped six SNPs tagging the 30 common variants in the transcribed region of GEN1 in 3,750 breast cancer cases and 4,907 controls. Mutation analysis revealed one truncating variant, c.2515_2519del-AAGTT, which was present in 4% of cases and 4% of controls. We identified control individuals homozygous for the deletion, demonstrating that the last 69 amino acids of GEN1 are dispensable for its function. We identified 17 other variants, but their frequency did not significantly differ between cases and controls. Analysis of 3,750 breast cancer cases and 4,907 controls demonstrated no evidence of significant association with breast cancer for six SNPs tagging the 30 common GEN1 variants. These data indicate that although it also plays a key role in double-strand DNA break repair, GEN1 does not make an appreciable contribution to breast cancer susceptibility by acting as a high- or intermediate-penetrance breast cancer predisposition gene like BRCA1, BRCA2, CHEK2, ATM, BRIP1 and PALB2 and that common GEN1 variants do not act as low-penetrance susceptibility alleles analogous to SNPs in FGFR2. Furthermore, our analyses demonstrate the importance of undertaking appropriate genetic investigations, typically full gene screening in cases and controls together with large-scale case–control association analyses, to evaluate the contribution of genes to cancer susceptibility.
doi:10.1007/s10549-010-0949-1
PMCID: PMC3632835  PMID: 20512659
Breast cancer; Genetic susceptibility; DNA repair; Cancer genes
9.  Genome-wide association study identifies five new breast cancer susceptibility loci 
Nature genetics  2010;42(6):504-507.
Breast cancer is the most common cancer in women in developed countries. To identify common breast cancer susceptibility alleles, we conducted a genome-wide association study in which 582,886 SNPs were genotyped in 3,659 cases with a family history of the disease and 4,897 controls. Promising associations were evaluated in a second stage, comprising 12,576 cases and 12,223 controls. We identified five new susceptibility loci, on chromosomes 9, 10 and 11 (P = 4.6 × 10−7 to P = 3.2 × 10−15). We also identified SNPs in the 6q25.1 (rs3757318, P = 2.9 × 10−6), 8q24 (rs1562430, P = 5.8 × 10−7) and LSP1 (rs909116, P = 7.3 × 10−7) regions that showed more significant association with risk than those reported previously. Previously identified breast cancer susceptibility loci were also found to show larger effect sizes in this study of familial breast cancer cases than in previous population-based studies, consistent with polygenic susceptibility to the disease.
doi:10.1038/ng.586
PMCID: PMC3632836  PMID: 20453838
10.  A genome-wide association study identifies susceptibility loci for Wilms tumor 
Nature genetics  2012;44(6):681-684.
Wilms tumor is the most common renal malignancy of childhood. To identify common variants that confer susceptibility to Wilms tumor we conducted a genome-wide association study in 757 cases and 1,879 controls. We evaluated ten SNPs in regions significant at P<5×10−5 in two independent replication series from the UK (769 cases and 2,814 controls) and the US (719 cases and 1,037 controls). We identified clear significant associations at two loci, 2p24 (rs3755132, P=1.03×10−14 and rs807624, P=1.32×10−14) and 11q14 (rs790356, P=4.25 ×10−15). Both regions contain genes that are plausibly related to Wilms tumorigenesis. We also identified candidate signals at 5q14, 22q12 and Xp22.
doi:10.1038/ng.2251
PMCID: PMC3400150  PMID: 22544364
11.  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
12.  Mutations in CEP57 cause mosaic variegated aneuploidy syndrome 
Nature genetics  2011;43(6):527-529.
Using exome sequencing and a variant prioritisation strategy that focuses on loss-of-function variants, we identified biallelic, loss-of-function CEP57 mutations as a cause of constitutional mosaic aneuploidies. CEP57 is a centrosomal protein and is involved in nucleating and stabilizing microtubules. Our data indicate that these and/or additional functions of CEP57 are crucial in maintaining correct chromosomal number during cell division.
doi:10.1038/ng.822
PMCID: PMC3508359  PMID: 21552266
13.  Mammographic breast density and breast cancer: evidence of a shared genetic basis 
Cancer research  2012;72(6):1478-1484.
Percent mammographic breast density (PMD) is a strong heritable risk factor for breast cancer. However, the pathways through which this risk is mediated are still unclear. To explore whether PMD and breast cancer have a shared genetic basis, we identified genetic variants most strongly associated with PMD in a published meta-analysis of five genome-wide association studies (GWAS) and used these to construct risk scores for 3628 breast cancer cases and 5190 controls from the UK2 GWAS of breast cancer. The signed per-allele effect estimates of SNPs were multiplied with the respective allele counts in the individual and summed over all SNPs to derive the risk score for an individual. These scores were included as the exposure variable in a logistic regression model with breast cancer case-control status as the outcome. This analysis was repeated using ten different cut-offs for the most significant density SNPs (1-10% representing 5,222-50,899 SNPs). Permutation analysis was also performed across all 10 cut-offs. The association between risk score and breast cancer was significant for all cut-offs from 3-10% of top density SNPs, being most significant for the 6% (2-sided P=0.002) to 10% (P=0.001) cut-offs (overall permutation P=0.003). Women in the top 10% of the risk score distribution had a 31% increased risk of breast cancer [OR= 1.31 (95%CI 1.08-1.59)] compared to women in the bottom 10%. Together, our results demonstrate that PMD and breast cancer have a shared genetic basis that is mediated through a large number of common variants.
doi:10.1158/0008-5472.CAN-11-3295
PMCID: PMC3378688  PMID: 22266113
breast cancer; mammographic density; SNPs; polygenic; Mendelian Randomisation
14.  Integrative genomics identifies LMO1 as a neuroblastoma oncogene 
Nature  2010;469(7329):216-220.
Neuroblastoma is a childhood cancer of the sympathetic nervous system that accounts for approximately 10% of all paediatric oncology deaths1,2. To identify genetic risk factors for neuroblastoma, we performed a genome-wide association study (GWAS) on 2,251 patients and 6,097 control subjects of European ancestry from four case series. Here we report a significant association within LIM domain only 1 (LMO1) at 11p15.4 (rs110419, combined P = 5.2 × 10−16, odds ratio of risk allele = 1.34 (95% confidence interval 1.25–1.44)). The signal was enriched in the subset of patients with the most aggressive form of the disease. LMO1 encodes a cysteine-rich transcriptional regulator, and its paralogues (LMO2, LMO3 and LMO4) have each been previously implicated in cancer. In parallel, we analysed genome-wide DNA copy number alterations in 701 primary tumours. We found that the LMO1 locus was aberrant in 12.4% through a duplication event, and that this event was associated with more advanced disease (P < 0.0001) and survival (P = 0.041). The germline single nucleotide polymorphism (SNP) risk alleles and somatic copy number gains were associated with increased LMO1 expression in neuroblastoma cell lines and primary tumours, consistent with a gain-of-function role in tumorigenesis. Short hairpin RNA (shRNA)-mediated depletion of LMO1 inhibited growth of neuroblastoma cells with high LMO1 expression, whereas forced expression of LMO1 in neuroblastoma cells with low LMO1 expression enhanced proliferation. These data show that common polymorphisms at the LMO1 locus are strongly associated with susceptibility to developing neuroblastoma, but also may influence the likelihood of further somatic alterations at this locus, leading to malignant progression.
doi:10.1038/nature09609
PMCID: PMC3320515  PMID: 21124317
15.  Stratification of Wilms tumor by genetic and epigenetic analysis 
Oncotarget  2012;3(3):327-335.
Somatic defects at five loci, WT1, CTNNB1, WTX, TP53 and the imprinted 11p15 region, are implicated in Wilms tumor, the commonest childhood kidney cancer. In this study we analysed all five loci in 120 Wilms tumors. We identified epigenetic 11p15 abnormalities in 69% of tumors, 37% were H19 epimutations and 32% were paternal uniparental disomy (pUPD). We identified mutations of WTX in 32%, CTNNB1 in 15%, WT1 in 12% and TP53 in 5% of tumors. We identified several significant associations: between 11p15 and WTX (P=0.007), between WT1 and CTNNB1 (P<0.001), between WT1 and pUPD 11p15 (P=0.01), and a strong negative association between WT1 and H19 epimutation (P<0.001). We next used these data to stratify Wilms tumor into three molecular Groups, based on the status at 11p15 and WT1. Group 1 tumors (63%) were defined as 11p15-mutant and WT1-normal; a third also had WTX mutations. Group 2 tumors (13%) were WT1-mutant. They either had 11p15 pUPD or were 11p15-normal. Almost all had CTNNB1 mutations but none had H19 epimutation. Group 3 tumors (25%) were defined as 11p15-normal and WT1-normal and were typically normal at all five loci (P<0.001). We also identified a novel clinical association between H19 epimutation and bilateral disease (P<0.001). These data provide new insights into the pattern, order, interactions and clinical associations of molecular events in Wilms tumor.
PMCID: PMC3359888  PMID: 22470196
Wilms tumor; WT1; WTX; CTNNB1; TP53; 11p15; somatic genetic mutation; epigenetic
16.  Germline mutations in the oncogene EZH2 cause Weaver syndrome and increased human height 
Oncotarget  2011;2(12):1127-1133.
The biological processes controlling human growth are diverse, complex and poorly understood. Genetic factors are important and human height has been shown to be a highly polygenic trait to which common and rare genetic variation contributes. Weaver syndrome is a human overgrowth condition characterised by tall stature, dysmorphic facial features, learning disability and variable additional features. We performed exome sequencing in four individuals with Weaver syndrome, identifying a mutation in the histone methyltransferase, EZH2, in each case. Sequencing of EZH2 in additional individuals with overgrowth identified a further 15 mutations. The EZH2 mutation spectrum in Weaver syndrome shows considerable overlap with the inactivating somatic EZH2 mutations recently reported in myeloid malignancies. Our data establish EZH2 mutations as the cause of Weaver syndrome and provide further links between histone modifications and regulation of human growth.
PMCID: PMC3282071  PMID: 22190405
EZH2; Weaver syndrome; height; myeloid malignancies; histone methyltransferase
17.  Exploring the link between MORF4L1 and risk of breast cancer 
Martrat, Griselda | Maxwell, Christopher A | Tominaga, Emiko | Porta-de-la-Riva, Montserrat | Bonifaci, Núria | Gómez-Baldó, Laia | Bogliolo, Massimo | Lázaro, Conxi | Blanco, Ignacio | Brunet, Joan | Aguilar, Helena | Fernández-Rodríguez, Juana | Seal, Sheila | Renwick, Anthony | Rahman, Nazneen | Kühl, Julia | Neveling, Kornelia | Schindler, Detlev | Ramírez, María J | Castellà, María | Hernández, Gonzalo | Easton, Douglas F | Peock, Susan | Cook, Margaret | Oliver, Clare T | Frost, Debra | Platte, Radka | Evans, D Gareth | Lalloo, Fiona | Eeles, Rosalind | Izatt, Louise | Chu, Carol | Davidson, Rosemarie | Ong, Kai-Ren | Cook, Jackie | Douglas, Fiona | Hodgson, Shirley | Brewer, Carole | Morrison, Patrick J | Porteous, Mary | Peterlongo, Paolo | Manoukian, Siranoush | Peissel, Bernard | Zaffaroni, Daniela | Roversi, Gaia | Barile, Monica | Viel, Alessandra | Pasini, Barbara | Ottini, Laura | Putignano, Anna Laura | Savarese, Antonella | Bernard, Loris | Radice, Paolo | Healey, Sue | Spurdle, Amanda | Chen, Xiaoqing | Beesley, Jonathan | Rookus, Matti A | Verhoef, Senno | Tilanus-Linthorst, Madeleine A | Vreeswijk, Maaike P | Asperen, Christi J | Bodmer, Danielle | Ausems, Margreet GEM | van Os, Theo A | Blok, Marinus J | Meijers-Heijboer, Hanne EJ | Hogervorst, Frans BL | Goldgar, David E | Buys, Saundra | John, Esther M | Miron, Alexander | Southey, Melissa | Daly, Mary B | Harbst, Katja | Borg, Åke | Rantala, Johanna | Barbany-Bustinza, Gisela | Ehrencrona, Hans | Stenmark-Askmalm, Marie | Kaufman, Bella | Laitman, Yael | Milgrom, Roni | Friedman, Eitan | Domchek, Susan M | Nathanson, Katherine L | Rebbeck, Timothy R | Johannsson, Oskar Thor | Couch, Fergus J | Wang, Xianshu | Fredericksen, Zachary | Cuadras, Daniel | Moreno, Víctor | Pientka, Friederike K | Depping, Reinhard | Caldés, Trinidad | Osorio, Ana | Benítez, Javier | Bueren, Juan | Heikkinen, Tuomas | Nevanlinna, Heli | Hamann, Ute | Torres, Diana | Caligo, Maria Adelaide | Godwin, Andrew K | Imyanitov, Evgeny N | Janavicius, Ramunas | Sinilnikova, Olga M | Stoppa-Lyonnet, Dominique | Mazoyer, Sylvie | Verny-Pierre, Carole | Castera, Laurent | de Pauw, Antoine | Bignon, Yves-Jean | Uhrhammer, Nancy | Peyrat, Jean-Philippe | Vennin, Philippe | Ferrer, Sandra Fert | Collonge-Rame, Marie-Agnès | Mortemousque, Isabelle | McGuffog, Lesley | Chenevix-Trench, Georgia | Pereira-Smith, Olivia M | Antoniou, Antonis C | Cerón, Julián | Tominaga, Kaoru | Surrallés, Jordi | Pujana, Miguel Angel
Introduction
Proteins encoded by Fanconi anemia (FA) and/or breast cancer (BrCa) susceptibility genes cooperate in a common DNA damage repair signaling pathway. To gain deeper insight into this pathway and its influence on cancer risk, we searched for novel components through protein physical interaction screens.
Methods
Protein physical interactions were screened using the yeast two-hybrid system. Co-affinity purifications and endogenous co-immunoprecipitation assays were performed to corroborate interactions. Biochemical and functional assays in human, mouse and Caenorhabditis elegans models were carried out to characterize pathway components. Thirteen FANCD2-monoubiquitinylation-positive FA cell lines excluded for genetic defects in the downstream pathway components and 300 familial BrCa patients negative for BRCA1/2 mutations were analyzed for genetic mutations. Common genetic variants were genotyped in 9,573 BRCA1/2 mutation carriers for associations with BrCa risk.
Results
A previously identified co-purifying protein with PALB2 was identified, MRG15 (MORF4L1 gene). Results in human, mouse and C. elegans models delineate molecular and functional relationships with BRCA2, PALB2, RAD51 and RPA1 that suggest a role for MRG15 in the repair of DNA double-strand breaks. Mrg15-deficient murine embryonic fibroblasts showed moderate sensitivity to γ-irradiation relative to controls and reduced formation of Rad51 nuclear foci. Examination of mutants of MRG15 and BRCA2 C. elegans orthologs revealed phenocopy by accumulation of RPA-1 (human RPA1) nuclear foci and aberrant chromosomal compactions in meiotic cells. However, no alterations or mutations were identified for MRG15/MORF4L1 in unclassified FA patients and BrCa familial cases. Finally, no significant associations between common MORF4L1 variants and BrCa risk for BRCA1 or BRCA2 mutation carriers were identified: rs7164529, Ptrend = 0.45 and 0.05, P2df = 0.51 and 0.14, respectively; and rs10519219, Ptrend = 0.92 and 0.72, P2df = 0.76 and 0.07, respectively.
Conclusions
While the present study expands on the role of MRG15 in the control of genomic stability, weak associations cannot be ruled out for potential low-penetrance variants at MORF4L1 and BrCa risk among BRCA2 mutation carriers.
doi:10.1186/bcr2862
PMCID: PMC3219203  PMID: 21466675
18.  Molecular Causes for BUBR1 Dysfunction in the Human Cancer Predisposition Syndrome Mosaic Variegated Aneuploidy 
Cancer research  2010;70(12):4891-4900.
Genetic mutations in the mitotic regulatory kinase BUBR1 are associated with the cancer susceptible disorder mosaic variegated aneuploidy (MVA). In patients with biallelic mutations, a missense mutation pairs with a truncating mutation. Here we show that cell lines derived from MVA patients with biallelic mutations have an impaired mitotic checkpoint, chromosome alignment defects, and low overall BUBR1 abundance. Ectopic expression of BUBR1 restored mitotic checkpoint activity, proving that BUBR1 dysfunction causes chromosome segregation errors in the patients. Combined analysis of patient cells and functional protein replacement demonstrates that all MVA mutations fall in two distinct classes: those that impose specific defects in checkpoint activity or microtubule attachment and those that lower BUBR1 protein abundance. Low protein abundance is the direct result of the absence of transcripts from truncating mutants combined with high protein turnover of missense mutants. In this group of missense mutants, the amino acid change consistently occurs in or near the BUBR1 kinase domain. Our findings provide a molecular explanation for chromosomal instability in patients with biallelic genetic mutations in BUBR1.
doi:10.1158/0008-5472.CAN-09-4319
PMCID: PMC2887387  PMID: 20516114
Mitosis; Cancer; BUBR1; Aneuploidy; Mitotic Checkpoint
19.  Familial T‐cell non‐Hodgkin lymphoma caused by biallelic MSH2 mutations 
Journal of Medical Genetics  2007;44(7):e83.
Familial non‐Hodgkin lymphoma (NHL) is rare and in most cases, no underlying cause is identifiable. We report homozygous truncating mutations in the mismatch repair gene MSH2 (226C→T; Q76X) in three siblings who each developed T‐cell NHL in early childhood. All three children had hyperpigmented and hypopigmented skin lesions.
Constitutional biallelic MSH2 mutations have previously been reported in five individuals, all of whom developed malignancy in childhood. Familial lymphoma has not been reported in this context or in association with biallelic mutations in the other mismatch repair genes MLH1, MSH6 or PMS2. In addition, hypopigmented skin lesions have not previously been reported in biallelic MSH2 carriers. Our findings therefore expand the spectrum of phenotypes associated with biallelic MSH2 mutations and identify a new cause of familial lymphoma. Moreover, the diagnosis has important management implications as it allows the avoidance of chemotherapeutic agents likely to be ineffective and mutagenic in the proband, and the provision of cascade genetic testing and tumour screening for relatives.
doi:10.1136/jmg.2007.048942
PMCID: PMC2597999  PMID: 17601929
DNA mismatch repair; MSH2; non‐Hodgkin's lymphoma; hereditary non‐polyposis colorectal cancer
20.  Human Chromosome 7: DNA Sequence and Biology 
Scherer, Stephen W. | Cheung, Joseph | MacDonald, Jeffrey R. | Osborne, Lucy R. | Nakabayashi, Kazuhiko | Herbrick, Jo-Anne | Carson, Andrew R. | Parker-Katiraee, Layla | Skaug, Jennifer | Khaja, Razi | Zhang, Junjun | Hudek, Alexander K. | Li, Martin | Haddad, May | Duggan, Gavin E. | Fernandez, Bridget A. | Kanematsu, Emiko | Gentles, Simone | Christopoulos, Constantine C. | Choufani, Sanaa | Kwasnicka, Dorota | Zheng, Xiangqun H. | Lai, Zhongwu | Nusskern, Deborah | Zhang, Qing | Gu, Zhiping | Lu, Fu | Zeesman, Susan | Nowaczyk, Malgorzata J. | Teshima, Ikuko | Chitayat, David | Shuman, Cheryl | Weksberg, Rosanna | Zackai, Elaine H. | Grebe, Theresa A. | Cox, Sarah R. | Kirkpatrick, Susan J. | Rahman, Nazneen | Friedman, Jan M. | Heng, Henry H. Q. | Pelicci, Pier Giuseppe | Lo-Coco, Francesco | Belloni, Elena | Shaffer, Lisa G. | Pober, Barbara | Morton, Cynthia C. | Gusella, James F. | Bruns, Gail A. P. | Korf, Bruce R. | Quade, Bradley J. | Ligon, Azra H. | Ferguson, Heather | Higgins, Anne W. | Leach, Natalia T. | Herrick, Steven R. | Lemyre, Emmanuelle | Farra, Chantal G. | Kim, Hyung-Goo | Summers, Anne M. | Gripp, Karen W. | Roberts, Wendy | Szatmari, Peter | Winsor, Elizabeth J. T. | Grzeschik, Karl-Heinz | Teebi, Ahmed | Minassian, Berge A. | Kere, Juha | Armengol, Lluis | Pujana, Miguel Angel | Estivill, Xavier | Wilson, Michael D. | Koop, Ben F. | Tosi, Sabrina | Moore, Gudrun E. | Boright, Andrew P. | Zlotorynski, Eitan | Kerem, Batsheva | Kroisel, Peter M. | Petek, Erwin | Oscier, David G. | Mould, Sarah J. | Döhner, Hartmut | Döhner, Konstanze | Rommens, Johanna M. | Vincent, John B. | Venter, J. Craig | Li, Peter W. | Mural, Richard J. | Adams, Mark D. | Tsui, Lap-Chee
Science (New York, N.Y.)  2003;300(5620):767-772.
DNA sequence and annotation of the entire human chromosome 7, encompassing nearly 158 million nucleotides of DNA and 1917 gene structures, are presented. To generate a higher order description, additional structural features such as imprinted genes, fragile sites, and segmental duplications were integrated at the level of the DNA sequence with medical genetic data, including 440 chromosome rearrangement breakpoints associated with disease. This approach enabled the discovery of candidate genes for developmental diseases including autism.
doi:10.1126/science.1083423
PMCID: PMC2882961  PMID: 12690205 CAMSID: cams403
21.  A genome-wide association study of testicular germ cell tumor 
Nature genetics  2009;41(7):807-810.
We conducted a genome-wide association study for testicular germ cell tumor (TGCT), genotyping 307,666 SNPs in 730 cases and 1,435 controls from the UK and replicating associations in a further 571 cases and 1,806 controls. We found strong evidence for susceptibility loci on chromosome 5 (per allele OR = 1.37 (95% CI = 1.19–1.58), P = 3 × 10−13), chromosome 6 (OR = 1.50 (95% = CI = 1.28–1.75), P = 10−13) and chromosome 12 (OR = 2.55 (95% CI = 2.05–3.19), P = 10−31). KITLG, encoding the ligand for the receptor tyrosine kinase KIT, which has previously been implicated in the pathogenesis of TGCT and the biology of germ cells, may explain the association on chromosome 12.
doi:10.1038/ng.394
PMCID: PMC2871592  PMID: 19483681
22.  PALB2, which encodes a BRCA2-interacting protein, is a breast cancer susceptibility gene 
Nature genetics  2006;39(2):165-167.
PALB2 interacts with BRCA2, and biallelic mutations in PALB2 (also known as FANCN), similar to biallelic BRCA2 mutations, cause Fanconi anemia. We identified monoallelic truncating PALB2 mutations in 10/923 individuals with familial breast cancer compared with 0/1,084 controls (P = 0.0004) and show that such mutations confer a 2.3-fold higher risk of breast cancer (95% confidence interval (c.i.) = 1.4–3.9, P = 0.0025). The results show that PALB2 is a breast cancer susceptibility gene and further demonstrate the close relationship of the Fanconi anemia–DNA repair pathway and breast cancer predisposition.
doi:10.1038/ng1959
PMCID: PMC2871593  PMID: 17200668
23.  Common variations in BARD1 influence susceptibility to high-risk neuroblastoma 
Nature genetics  2009;41(6):718-723.
We conducted a SNP-based genome-wide association study (GWAS) focused on the high-risk subset of neuroblastoma1. As our previous unbiased GWAS showed strong association of common 6p22 SNP alleles with aggressive neuroblastoma2, we now restricted our analysis to 397 high-risk cases compared to 2,043 controls. We detected new significant association of six SNPs at 2q35 within the BARD1 gene locus (Pallelic = 2.35×10−9 − 2.25×10−8). Each SNP association was confirmed in a second series of 189 high-risk cases and 1,178 controls (Pallelic = 7.90×10−7 − 2.77×10−4). The two most significant SNPs (rs6435862, rs3768716) were also tested in two additional independent high-risk neuroblastoma case series, yielding combined allelic odds-ratios of 1.68 each (P = 8.65×10−18 and 2.74×10−16, respectively). Significant association was also found with known BARD1 nsSNPs. These data show that common variation in BARD1 contributes to the etiology of the aggressive and most clinically relevant subset of human neuroblastoma.
doi:10.1038/ng.374
PMCID: PMC2753610  PMID: 19412175
24.  Newly discovered breast cancer susceptibility loci on 3p24 and 17q23.2 
Ahmed, Shahana | Thomas, Gilles | Ghoussaini, Maya | Healey, Catherine S | Humphreys, Manjeet K | Platte, Radka | Morrison, Jonathan | Maranian, Melanie | Pooley, Karen A | Luben, Robert | Eccles, Diana | Evans, D Gareth | Fletcher, Olivia | Johnson, Nichola | Silva, Isabel dos Santos | Peto, Julian | Stratton, Michael R | Rahman, Nazneen | Jacobs, Kevin | Prentice, Ross | Anderson, Garnet L | Rajkovic, Aleksandar | Curb, J David | Ziegler, Regina G | Berg, Christine D | Buys, Saundra S | McCarty, Catherine A | Feigelson, Heather Spencer | Calle, Eugenia E | Thun, Michael J | Diver, W Ryan | Bojesen, Stig | Nordestgaard, Børge G | Flyger, Henrik | Dörk, Thilo | Schürmann, Peter | Hillemanns, Peter | Karstens, Johann H | Bogdanova, Natalia V | Antonenkova, Natalia N | Zalutsky, Iosif V | Bermisheva, Marina | Fedorova, Sardana | Khusnutdinova, Elza | Kang, Daehee | Yoo, Keun-Young | Noh, Dong Young | Ahn, Sei-Hyun | Devilee, Peter | van Asperen, Christi J | Tollenaar, R A E M | Seynaeve, Caroline | Garcia-Closas, Montserrat | Lissowska, Jolanta | Brinton, Louise | Peplonska, Beata | Nevanlinna, Heli | Heikkinen, Tuomas | Aittomäki, Kristiina | Blomqvist, Carl | Hopper, John L | Southey, Melissa C | Smith, Letitia | Spurdle, Amanda B | Schmidt, Marjanka K | Broeks, Annegien | van Hien, Richard R | Cornelissen, Sten | Milne, Roger L | Ribas, Gloria | González-Neira, Anna | Benitez, Javier | Schmutzler, Rita K | Burwinkel, Barbara | Bartram, Claus R | Meindl, Alfons | Brauch, Hiltrud | Justenhoven, Christina | Hamann, Ute | Chang-Claude, Jenny | Hein, Rebecca | Wang-Gohrke, Shan | Lindblom, Annika | Margolin, Sara | Mannermaa, Arto | Kosma, Veli-Matti | Kataja, Vesa | Olson, Janet E | Wang, Xianshu | Fredericksen, Zachary | Giles, Graham G | Severi, Gianluca | Baglietto, Laura | English, Dallas R | Hankinson, Susan E | Cox, David G | Kraft, Peter | Vatten, Lars J | Hveem, Kristian | Kumle, Merethe | Sigurdson, Alice | Doody, Michele | Bhatti, Parveen | Alexander, Bruce H | Hooning, Maartje J | van den Ouweland, Ans M W | Oldenburg, Rogier A | Schutte, Mieke | Hall, Per | Czene, Kamila | Liu, Jianjun | Li, Yuqing | Cox, Angela | Elliott, Graeme | Brock, Ian | Reed, Malcolm W R | Shen, Chen-Yang | Yu, Jyh-Cherng | Hsu, Giu-Cheng | Chen, Shou-Tung | Anton-Culver, Hoda | Ziogas, Argyrios | Andrulis, Irene L | Knight, Julia A | kConFab | Beesley, Jonathan | Goode, Ellen L | Couch, Fergus | Chenevix-Trench, Georgia | Hoover, Robert N | Ponder, Bruce A J | Hunter, David J | Pharoah, Paul D P | Dunning, Alison M | Chanock, Stephen J | Easton, Douglas F
Nature genetics  2009;41(5):585-590.
Genome-wide association studies (GWAS) have identified seven breast cancer susceptibility loci, but these explain only a small fraction of the familial risk of the disease. Five of these loci were identified through a two-stage GWAS involving 390 familial cases and 364 controls in the first stage, and 3,990 cases and 3,916 controls in the second stage1. To identify additional loci, we tested over 800 promising associations from this GWAS in a further two stages involving 37,012 cases and 40,069 controls from 33 studies in the CGEMS collaboration and Breast Cancer Association Consortium. We found strong evidence for additional susceptibility loci on 3p (rs4973768: per-allele OR = 1.11, 95% CI = 1.08–1.13, P = 4.1 × 10−23) and 17q (rs6504950: per-allele OR = 0.95, 95% CI = 0.92–0.97, P = 1.4 × 10−8). Potential causative genes include SLC4A7 and NEK10 on 3p and COX11 on 17q.
doi:10.1038/ng.354
PMCID: PMC2748125  PMID: 19330027
25.  A genome-wide association study identifies a susceptibility locus to clinically aggressive neuroblastoma at 6p22 
The New England journal of medicine  2008;358(24):2585-2593.
Background
Neuroblastoma is a malignancy of the developing sympathetic nervous system that most commonly affects young children and is often lethal. The etiology of this embryonal cancer is not known.
Methods
We performed a genome-wide association study by first genotyping 1,032 neuroblastoma patients and 2,043 controls of European descent using the Illumina HumanHap550 BeadChip. Three independent groups of neuroblastoma cases (N=720) and controls (N=2128) were then genotyped to replicate significant associations.
Results
We observed highly significant association between neuroblastoma and the common minor alleles of three single nucleotide polymorphisms (SNPs) within a 94.2 kilobase (Kb) linkage disequilibrium block at chromosome band 6p22 containing the predicted genes FLJ22536 and FLJ44180 (P-value range = 1.71×10-9-7.01×10-10; allelic odds ratio range 1.39-1.40). Homozygosity for the at-risk G allele of the most significantly associated SNP, rs6939340, resulted in an increased likelihood of developing neuroblastoma of 1.97 (95% CI 1.58-2.44). Subsequent genotyping of these 6p22 SNPs in the three independent case series confirmed our observation of association (P=9.33×10-15 at rs6939340 for joint analysis). Furthermore, neuroblastoma patients homozygous for the risk alleles at 6p22 were more likely to develop metastatic (Stage 4) disease (P=0.02), show amplification of the MYCN oncogene in the tumor cells (P=0.006), and to have disease relapse (P=0.01).
Conclusion
Common genetic variation at chromosome band 6p22 is associated with susceptibility to neuroblastoma.
doi:10.1056/NEJMoa0708698
PMCID: PMC2742373  PMID: 18463370

Results 1-25 (29)