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1.  Chromosomes 4 and 8 Implicated in a Genome Wide SNP Linkage Scan of 762 Prostate Cancer Families Collected by the ICPCG 
The Prostate  2011;72(4):410-426.
Background
In spite of intensive efforts, understanding of the genetic aspects of familial prostate cancer remains largely incomplete. In a previous microsatellite-based linkage scan of 1233 prostate cancer (PC) families, we identified suggestive evidence for linkage (i.e. LOD≥1.86) at 5q12, 15q11, 17q21, 22q12, and two loci on 8p, with additional regions implicated in subsets of families defined by age at diagnosis, disease aggressiveness, or number of affected members.
Methods
In an attempt to replicate these findings and increase linkage resolution, we used the Illumina 6000 SNP linkage panel to perform a genome-wide linkage scan of an independent set of 762 multiplex PC families, collected by 11 ICPCG groups.
Results
Of the regions identified previously, modest evidence of replication was observed only on the short arm of chromosome 8, where HLOD scores of 1.63 and 3.60 were observed in the complete set of families and families with young average age at diagnosis, respectively. The most significant linkage signals found in the complete set of families were observed across a broad, 37 cM interval on 4q13-25, with LOD scores ranging from 2.02 to 2.62, increasing to 4.50 in families with older average age at diagnosis. In families with multiple cases presenting with more aggressive disease, LOD scores over 3.0 were observed at 8q24 in the vicinity of previously identified common PC risk variants, as well as MYC, an important gene in PC biology.
Conclusions
These results will be useful in prioritizing future susceptibility gene discovery efforts in this common cancer.
doi:10.1002/pros.21443
PMCID: PMC3568777  PMID: 21748754
2.  Global Patterns of Prostate Cancer Incidence, Aggressiveness, and Mortality in Men of African Descent 
Prostate Cancer  2013;2013:560857.
Prostate cancer (CaP) is the leading cancer among men of African descent in the USA, Caribbean, and Sub-Saharan Africa (SSA). The estimated number of CaP deaths in SSA during 2008 was more than five times that among African Americans and is expected to double in Africa by 2030. We summarize publicly available CaP data and collected data from the men of African descent and Carcinoma of the Prostate (MADCaP) Consortium and the African Caribbean Cancer Consortium (AC3) to evaluate CaP incidence and mortality in men of African descent worldwide. CaP incidence and mortality are highest in men of African descent in the USA and the Caribbean. Tumor stage and grade were highest in SSA. We report a higher proportion of T1 stage prostate tumors in countries with greater percent gross domestic product spent on health care and physicians per 100,000 persons. We also observed that regions with a higher proportion of advanced tumors reported lower mortality rates. This finding suggests that CaP is underdiagnosed and/or underreported in SSA men. Nonetheless, CaP incidence and mortality represent a significant public health problem in men of African descent around the world.
doi:10.1155/2013/560857
PMCID: PMC3583061  PMID: 23476788
3.  Finding Cardiovascular Disease Genes in the Dog 
Recent advances in canine genomics are changing the landscape of veterinary biology, and by default, veterinary medicine. No longer are clinicians locked into traditional methods of diagnoses and therapy. Rather major advances in canine genetics and genomics from the past five years are now changing the way the veterinarian of the 21st century practices medicine.
First, the availability of a dense genome map gives canine genetics a much needed foothold in comparative medicine, allowing advances made in human and mouse genetics to be applied to companion animals. Second, the recently released 7.5x whole genome sequence of the dog is facilitating the identification of hereditary disease genes. Finally, development of genetic tools for rapid screening of families and populations at risk for inherited disease means that the cost of identifying and testing for disease loci will significantly decrease in coming years.
Out of these advances will come major changes in companion animal diagnostics and therapy. Clinicians will be able to offer their clients genetic testing and counseling for a myriad of disorders. Such advances are certain to generate healthier and more long lived dogs, improving quality of life for owner and pet alike. The clinician of the 21st century, therefore, faces incredible opportunities as well as challenges in the management of genetic disease. In this review we summarize recent findings in canine genomics and discuss their application to the study of canine cardiac health.
doi:10.1016/j.jvc.2006.04.002
PMCID: PMC3559124  PMID: 19083345
inherited disease; genome; canine; cardiac; heart
4.  Molecular Genetic Analysis of a Putative Domestic Dog Clone 
Nature  2006;440(7081):E1-E2.
doi:10.1038/nature04685
PMCID: PMC3559127  PMID: 16525421
5.  The MTAP-CDKN2A Locus Confers Susceptibility to a Naturally Occurring Canine Cancer 
Background
Advantages offered by canine population substructure, combined with clinical presentations similar to human disorders, makes the dog an attractive system for studies of cancer genetics. Cancers that have been difficult to study in human families or populations are of particular interest. Histiocytic sarcoma is a rare and poorly understood neoplasm in humans that occurs in 15–25% of Bernese Mountain Dogs (BMD).
Methods
Genomic DNA was collected from affected and unaffected BMD in North America (NA) and Europe. Both independent and combined genome wide association studies (GWAS) were used to identify cancer-associated loci. Fine mapping and sequencing narrowed the primary locus to a single gene region.
Results
Both populations shared the same primary locus, which features a single haplotype spanning MTAP and part of CDKN2A and is present in 96% of affected BMD. The haplotype is within the region homologous to human chromosome 9p21, which has been implicated in several types of cancer.
Conclusions
We present the first GWAS for HS in any species. The data identify an associated haplotype in the highly cited tumor suppressor locus near CDKN2A. These data demonstrate the power of studying distinctive malignancies in highly predisposed dog breeds.
Impact
Here, we establish a naturally-occurring model of cancer susceptibility due to CDKN2 dysregulation, thus providing insight regarding this cancer-associated, complex, and poorly understood genomic region.
doi:10.1158/1055-9965.EPI-12-0190-T
PMCID: PMC3392365  PMID: 22623710
Genome Wide Association Study; Dogs; p16; Cancer; Histiocytic sarcoma
6.  Family history of breast cancer in relation to tumor characteristics and mortality in a population--based study of young women with invasive breast cancer 
BACKGROUND
Inherited predisposition may be associated with distinctive breast cancer phenotypes and/or mortality. Past studies have had inconsistent results and little is known about the contributions of screening and treatment.
METHODS
Within a population-based cohort of 1260 women diagnosed with invasive breast cancer before age 46, we assessed how family history of breast cancer relates to mortality and tumor characteristics. Analyses were repeated excluding BRCA1/BRCA2 carriers. Medical records were reviewed for treatment history and tumors were centrally reviewed and tested. Cox proportional hazard modeling was used to assess the risk of dying in relation to family history; logistic regression was used to assess the association of family history to tumor characteristics.
RESULTS
Compared to women with no family history, women with first-degree family history of breast cancer had a 40% reduction (95% CI 0.5–0.8) in the risk of dying. Mortality in women with only a second-degree family history was similar to those with no family history. The risk of dying was further reduced in those with a greater number of affected relatives. These relationships did not appear to be attributable to differences in screening, detection method, or treatment. Tumors in women with a first-degree family history had generally more favorable prognostic profiles.
CONCLUSION
Our findings suggest that breast cancer patients with a first-degree family history, compared to their counterparts without such a profile, may have a better prognosis.
IMPACT
These findings support the need for future research directed at replicating these results and identifying factors underlying this possible relationship.
doi:10.1158/1055-9965.EPI-11-0781
PMCID: PMC3242640  PMID: 21960690
breast cancer; family history; BRCA1; BRCA2; tumor markers; survival
7.  The insulin-like growth factor 1 receptor (IGF1R) contributes to reduced size in dogs 
Domestic dog breeds have undergone intense selection for a variety of morphologic features, including size. Among small-dog breeds, defined as those averaging less than ~15 in. at the withers, there remains still considerable variation in body size. Yet essentially all such dogs are fixed for the same allele at the insulin-like growth factor 1 gene, which we and others previously found to be a size locus of large effect. In this study we sought to identify additional genes that contribute to tiny size in dogs using an association scan with the single nucleotide polymorphism (SNP) dataset CanMap, in which 915 purebred dogs were genotyped at 60,968 SNP markers. Our strongest association for tiny size (defined as breed-average height not more than 10 in. at the withers) was on canine chromosome 3 (p = 1.9 × 10−70). Fine mapping revealed a nonsynonymous SNP at chr3:44,706,389 that changes a highly conserved arginine at amino acid 204 to histidine in the insulin-like growth factor 1 receptor (IGF1R). This mutation is predicted to prevent formation of several hydrogen bonds within the cysteine-rich domain of the receptor’s ligand-binding extracellular subunit. Nine of 13 tiny dog breeds carry the mutation and many dogs are homozygous for it. This work underscores the central importance of the IGF1 pathway in controlling the tremendous size diversity of dogs.
doi:10.1007/s00335-012-9417-z
PMCID: PMC3511640  PMID: 22903739
8.  Subcutaneous 5-Azacitidine Treatment of Naturally Occurring Canine Urothelial Carcinoma: A Novel Epigenetic Approach to Human Urothelial Carcinoma Drug Development 
The Journal of urology  2011;187(1):302-309.
Purpose
We determined the efficacy, biological activity, pharmacokinetics and safety of the hypomethylating agent 5-azacitidine (Celgene Corp., Summit, New Jersey) in dogs with naturally occurring invasive urothelial carcinoma.
Materials and Methods
We performed a preclinical phase I trial in dogs with naturally occurring invasive urothelial carcinoma to examine once daily subcutaneous administration of 5-azacitidine in 28-day cycles at doses of 0.10 to 0.30 mg/kg per day according to 2 dose schedules, including days 1 to 5 (28-day cohort) or days 1 to 5 and 15 to 19 (14-day cohort). Clinical efficacy was assessed by serial cystosonography, radiography and cystoscopy. Urinary 5-azacitidine pharmacokinetic analysis was also done. Pretreatment and posttreatment peripheral blood mononuclear cell and invasive urothelial carcinoma DNA, respectively, was analyzed for global and gene specific [CDKN2A (p14ARF)] methylation changes.
Results
Enrolled in the study were 19 dogs with naturally occurring invasive urothelial carcinoma. In the 28-day cohort the maximum tolerated dose was 0.20 mg/kg per day with higher doses resulting in grade 3 or 4 neutropenia in 4 of 6 dogs. In the 14-day cohort the maximum tolerated dose was 0.10 mg/kg per day with grade 3 or 4 neutropenia seen in 2 of 3 dogs treated at higher doses. No grade 3 or 4 nonhematological toxicity was observed during either dosing schedule. Of 18 dogs evaluable for tumor response partial remission, stable disease and progressive disease were observed in 4 (22.2%), 9 (50.0%) and 4 (22.2%), respectively. Consistent 5-azacitidine levels (205 to 857 ng/ml) were detected in urine. Pretreatment and posttreatment methylation analysis revealed no significant correlation with clinical response.
Conclusions
Subcutaneous 5-azacitidine showed promising clinical activity in a canine invasive urothelial carcinoma model, thus meriting further development in humans with urothelial carcinoma.
doi:10.1016/j.juro.2011.09.010
PMCID: PMC3508763  PMID: 22099988
urinary bladder; urothelium; carcinoma; azacitidine; dogs
9.  Both Ends of the Leash — The Human Links to Good Dogs with Bad Genes 
The New England journal of medicine  2012;367(7):636-646.
For nearly 350 years, veterinary medicine and human medicine have been separate entities, with one geared toward the diagnosis and treatment in animals and the other toward parallel goals in the owners. However, that model no longer fits, since research on diseases of humans and companion animals has coalesced.1–4 The catalyst for this union has been the completion of the human genome sequence, coupled with draft sequence assemblies of genomes for companion animals.5,6 Here, we summarize the critical events in canine genetics and genomics that have led to this development, review major applications in canine health that will be of interest to human caregivers, and discuss expectations for the future.
doi:10.1056/NEJMra1204453
PMCID: PMC3508784  PMID: 22894576
10.  Genome-wide association studies for multiple diseases of the German Shepherd Dog 
The German Shepherd Dog (GSD) is a popular working and companion breed for which over 50 hereditary diseases have been documented. Herein, SNP profiles for 197 GSDs were generated using the Affymetrix v2 canine SNP array for a genome-wide association study to identify loci associated with four diseases: pituitary dwarfism, degenerative myelopathy (DM), congenital megaesophagus (ME), and pancreatic acinar atrophy (PAA). A locus on Chr 9 is strongly associated with pituitary dwarfism and is proximal to a plausible candidate gene, LHX3. Results for DM confirm a major locus encompassing SOD1, in which an associated point mutation was previously identified, but do not suggest modifier loci. Several SNPs on Chr 12 are associated with ME and a 4.7 Mb haplotype block is present in affected dogs. Analysis of additional ME cases for a SNP within the haplotype provides further support for this association. Results for PAA indicate more complex genetic underpinnings. Several regions on multiple chromosomes reach genome-wide significance. However, no major locus is apparent and only two associated haplotype blocks, on Chrs 7 and 12 are observed. These data suggest that PAA may be governed by multiple loci with small effects, or it may be a heterogeneous disorder.
doi:10.1007/s00335-011-9376-9
PMCID: PMC3509149  PMID: 22105877
11.  Genome-wide SNP and haplotype analyses reveal a rich history underlying dog domestication 
Nature  2010;464(7290):898-902.
Advances in genome technology have facilitated a new understanding of the historical and genetic processes crucial to rapid phenotypic evolution under domestication1,2. To understand the process of dog diversification better, we conducted an extensive genome-wide survey of more than 48,000 single nucleotide polymorphisms in dogs and their wild progenitor, the grey wolf. Here we show that dog breeds share a higher proportion of multi-locus haplotypes unique to grey wolves from the Middle East, indicating that they are a dominant source of genetic diversity for dogs rather than wolves from east Asia, as suggested by mitochondrial DNA sequence data3. Furthermore, we find a surprising correspondence between genetic and phenotypic/functional breed groupings but there are exceptions that suggest phenotypic diversification depended in part on the repeated crossing of individuals with novel phenotypes. Our results show that Middle Eastern wolves were a critical source of genome diversity, although interbreeding with local wolf populations clearly occurred elsewhere in the early history of specific lineages. More recently, the evolution of modern dog breeds seems to have been an iterative process that drew on a limited genetic toolkit to create remarkable phenotypic diversity.
doi:10.1038/nature08837
PMCID: PMC3494089  PMID: 20237475
12.  HOXB13 is a susceptibility gene for prostate cancer: results from the International Consortium for Prostate Cancer Genetics (ICPCG) 
Human Genetics  2012;132(1):5-14.
Prostate cancer has a strong familial component but uncovering the molecular basis for inherited susceptibility for this disease has been challenging. Recently, a rare, recurrent mutation (G84E) in HOXB13 was reported to be associated with prostate cancer risk. Confirmation and characterization of this finding is necessary to potentially translate this information to the clinic. To examine this finding in a large international sample of prostate cancer families, we genotyped this mutation and 14 other SNPs in or flanking HOXB13 in 2,443 prostate cancer families recruited by the International Consortium for Prostate Cancer Genetics (ICPCG). At least one mutation carrier was found in 112 prostate cancer families (4.6 %), all of European descent. Within carrier families, the G84E mutation was more common in men with a diagnosis of prostate cancer (194 of 382, 51 %) than those without (42 of 137, 30 %), P = 9.9 × 10−8 [odds ratio 4.42 (95 % confidence interval 2.56–7.64)]. A family-based association test found G84E to be significantly over-transmitted from parents to affected offspring (P = 6.5 × 10−6). Analysis of markers flanking the G84E mutation indicates that it resides in the same haplotype in 95 % of carriers, consistent with a founder effect. Clinical characteristics of cancers in mutation carriers included features of high-risk disease. These findings demonstrate that the HOXB13 G84E mutation is present in ~5 % of prostate cancer families, predominantly of European descent, and confirm its association with prostate cancer risk. While future studies are needed to more fully define the clinical utility of this observation, this allele and others like it could form the basis for early, targeted screening of men at elevated risk for this common, clinically heterogeneous cancer.
Electronic supplementary material
The online version of this article (doi:10.1007/s00439-012-1229-4) contains supplementary material, which is available to authorized users.
doi:10.1007/s00439-012-1229-4
PMCID: PMC3535370  PMID: 23064873
13.  An SNP within the Angiotensin-Converting Enzyme Distinguishes between Sprint and Distance Performing Alaskan Sled Dogs in a Candidate Gene Analysis 
Journal of Heredity  2011;102(Suppl_1):S19-S27.
The Alaskan sled dog offers a unique mechanism for studying the genetics of elite athletic performance. They are a group of mixed breed dogs, comprised of multiple common breeds, and a unique breed entity seen only as a part of the sled dog mix. Alaskan sled dogs are divided into 2 primary groups as determined by their racing skills. Distance dogs are capable of running over 1000 miles in 10 days, whereas sprint dogs run much shorter distances, approximately 30 miles, but in faster times, that is, 18–25 mph. Finding the genes that distinguish these 2 types of performers is likely to illuminate genetic contributors to human athletic performance. In this study, we tested for association between polymorphisms in 2 candidate genes; angiotensin-converting enzyme (ACE) and myostatin (MSTN) and enhanced speed and endurance performance in 174 Alaskan sled dogs. We observed 81 novel genetic variants within the ACE gene and 4 within the MSTN gene, including a polymorphism within the ACE gene that significantly (P value 2.38 × 10−5) distinguished the sprint versus distance populations.
doi:10.1093/jhered/esr022
PMCID: PMC3157885  PMID: 21846742
Alaskan sled dogs; angiotensin-converting enzyme; myostatin; performance genetics
14.  Genetic Variants in the LEPR, CRY1, RNASEL, IL4, and ARVCF Genes Are Prognostic Markers of Prostate Cancer-Specific Mortality 
Background
Prostate cancer is the second leading cause of cancer-related deaths in men, accounting for over 30,000 deaths annually. The purpose of this study was to test whether variation in selected candidate genes in biological pathways of interest for prostate cancer progression could help distinguish patients at higher risk for fatal prostate cancer.
Methods
In this hypothesis-driven study, we genotyped 937 single nucleotide polymorphisms (SNPs) in 156 candidate genes in a population-based cohort of 1,309 prostate cancer patients. We identified 22 top-ranking SNPs (P ≤0.01, FDR ≤0.70) associated with prostate cancer-specific mortality (PCSM). A subsequent validation study was completed in an independent population-based cohort of 2,875 prostate cancer patients.
Results
Five SNPs were validated (P ≤0.05) as being significantly associated with PCSM, one each in the LEPR, CRY1, RNASEL, IL4, and ARVCF genes. Compared to patients with 0–2 of the at-risk genotypes those with 4–5 at-risk genotypes had a 50% (95% CI, 1.2–1.9) higher risk of PCSM and risk increased with the number of at-risk genotypes carried (Ptrend = 0.001), adjusting for clinicopathological factors known to influence prognosis.
Conclusion
Five genetic markers were validated to be associated with lethal prostate cancer.
Impact
This is the first population-based study to demonstrate that germline genetic variants provide prognostic information for prostate cancer-specific survival. The clinical utility of this five-SNP panel to stratify patients at higher risk for adverse outcomes should be evaluated.
doi:10.1158/1055-9965.EPI-11-0236
PMCID: PMC3169727  PMID: 21846818
Prostate cancer-specific mortality; survival; genetic variants; single nucleotide polymorphisms; hazard ratio
15.  Genome-wide linkage analysis of 1233 prostate cancer pedigrees from the International Consortium for Prostate Cancer Genetics using novel sumLINK and sumLOD analyses 
The Prostate  2010;70(7):735-744.
Background
Prostate cancer is generally believed to have a strong inherited component, but the search for susceptibility genes has been hindered by the effects of genetic heterogeneity. The recently developed sumLINK and sumLOD statistics are powerful tools for linkage analysis in the presence of heterogeneity.
Methods
We performed a secondary analysis of 1233 prostate cancer pedigrees from the International Consortium for Prostate Cancer Genetics (ICPCG) using two novel statistics, the sumLINK and sumLOD. For both statistics, dominant and recessive genetic models were considered. False discovery rate (FDR) analysis was conducted to assess the effects of multiple testing.
Results
Our analysis identified significant linkage evidence at chromosome 22q12, confirming previous findings by the initial conventional analyses of the same ICPCG data. Twelve other regions were identified with genomewide suggestive evidence for linkage. Seven regions (1q23, 5q11, 5q35, 6p21, 8q12, 11q13, 20p11-q11) are near loci previously identified in the initial ICPCG pooled data analysis or the subset of aggressive prostate cancer (PC) pedigrees. Three other regions (1p12, 8p23, 19q13) confirm loci reported by others, and two (2p24, 6q27) are novel susceptibility loci. FDR testing indicates that over 70% of these results are likely true positive findings. Statistical recombinant mapping narrowed regions to an average of 9 cM.
Conclusions
Our results represent genomic regions with the greatest consistency of positive linkage evidence across a very large collection of high-risk prostate cancer pedigrees using new statistical tests that deal powerfully with heterogeneity. These regions are excellent candidates for further study to identify prostate cancer predisposition genes.
doi:10.1002/pros.21106
PMCID: PMC3428045  PMID: 20333727
16.  Genetic variation in RNASEL and risk for prostate cancer in a population-based case-control study 
The Prostate  2011;10.1002/pros.21370.
Background
Linkage studies have implicated chromosome 1q24 as a putative locus for hereditary prostate cancer. The RNASEL gene maps to 1q24 and has been associated with prostate cancer risk in multiple family-based linkage studies. The RNASEL gene product combats viral infection by degrading viral RNA and inducing apoptosis of infected cells. Few studies have evaluated the role of RNASEL variants in unselected or sporadic prostate cancer, or have considered the potential interaction between RNASEL variants and patient characteristics associated with past viral infection.
Methods
Ten SNPs in the RNASEL gene were genotyped in 1,308 prostate cancer cases and 1,267 age-matched controls from prior population-based, case-control studies. The association between each SNP and haplotype with prostate cancer risk was calculated using logistic regression. Associations stratified by Gleason score were evaluated using polytomous regression. The likelihood ratio test was used to investigate effect modification by history of prostatitis.
Results
Two RNASEL SNPs were associated with overall increases in prostate cancer risk (OR=1.13 for each variant allele of rs12723593; OR=1.88 for any variant allele of rs56250729). Risk estimates did not vary substantially by Gleason score, but there was effect modification for the variant allele of rs635261 by history of prostatitis (p=0.02).
Conclusions
This study identified three RNASEL variants that are associated with risk for prostate cancer. Further research is required to confirm these results and to better understand the potential role RNASEL variants may play in the etiology of sporadic prostate cancer.
doi:10.1002/pros.21370
PMCID: PMC3130811  PMID: 21360564
Prostate cancer; RNASEL; Gleason grade; prostatitis
17.  Variation of BMP3 Contributes to Dog Breed Skull Diversity 
PLoS Genetics  2012;8(8):e1002849.
Since the beginnings of domestication, the craniofacial architecture of the domestic dog has morphed and radiated to human whims. By beginning to define the genetic underpinnings of breed skull shapes, we can elucidate mechanisms of morphological diversification while presenting a framework for understanding human cephalic disorders. Using intrabreed association mapping with museum specimen measurements, we show that skull shape is regulated by at least five quantitative trait loci (QTLs). Our detailed analysis using whole-genome sequencing uncovers a missense mutation in BMP3. Validation studies in zebrafish show that Bmp3 function in cranial development is ancient. Our study reveals the causal variant for a canine QTL contributing to a major morphologic trait.
Author Summary
As a result of selective breeding practices, modern dogs display a multitude of head shapes. Breeds such as the Pug and Bulldog popularize one of these morphologies, termed “brachycephaly.” A short, upward-pointing snout, a massive and rounded head, and an underbite typify brachycephalic breeds. Here, we have coupled the phenotypes collected from museum skulls with the genotypes collected from dogs and identified five regions of the dog genome that are associated with canine brachycephaly. Fine mapping at one of these regions revealed a causal mutation in the gene BMP3. Bmp3's role in regulating cranial development is evolutionarily ancient, as zebrafish require its function to generate a normal craniofacial morphology. Our data begin to expose the genetic mechanisms unknowingly employed by breeders to create and diversify the cranial shape of dogs.
doi:10.1371/journal.pgen.1002849
PMCID: PMC3410846  PMID: 22876193
18.  Seven novel prostate cancer susceptibility loci identified by a multi-stage genome-wide association study 
Kote-Jarai, Zsofia | Olama, Ali Amin Al | Giles, Graham G. | Severi, Gianluca | Schleutker, Johanna | Weischer, Maren | Canzian, Frederico | Riboli, Elio | Key, Tim | Gronberg, Henrik | Hunter, David J. | Kraft, Peter | Thun, Michael J | Ingles, Sue | Chanock, Stephen | Albanes, Demetrius | Hayes, Richard B | Neal, David E. | Hamdy, Freddie C. | Donovan, Jenny L. | Pharoah, Paul | Schumacher, Fredrick | Henderson, Brian E. | Stanford, Janet L. | Ostrander, Elaine A. | Sorensen, Karina Dalsgaard | Dörk, Thilo | Andriole, Gerald | Dickinson, Joanne L. | Cybulski, Cezary | Lubinski, Jan | Spurdle, Amanda | Clements, Judith A. | Chambers, Suzanne | Aitken, Joanne | Frank Gardiner, R. A. | Thibodeau, Stephen N. | Schaid, Dan | John, Esther M. | Maier, Christiane | Vogel, Walther | Cooney, Kathleen A. | Park, Jong Y. | Cannon-Albright, Lisa | Brenner, Hermann | Habuchi, Tomonori | Zhang, Hong-Wei | Lu, Yong-Jie | Kaneva, Radka | Muir, Ken | Benlloch, Sara | Leongamornlert, Daniel A. | Saunders, Edward J. | Tymrakiewicz, Malgorzata | Mahmud, Nadiya | Guy, Michelle | O’Brien, Lynne T. | Wilkinson, Rosemary A. | Hall, Amanda L. | Sawyer, Emma J. | Dadaev, Tokhir | Morrison, Jonathan | Dearnaley, David P. | Horwich, Alan | Huddart, Robert A. | Khoo, Vincent S. | Parker, Christopher C. | Van As, Nicholas | Woodhouse, Christopher J. | Thompson, Alan | Christmas, Tim | Ogden, Chris | Cooper, Colin S. | Lophatonanon, Aritaya | Southey, Melissa C. | Hopper, John L. | English, Dallas | Wahlfors, Tiina | Tammela, Teuvo LJ | Klarskov, Peter | Nordestgaard, Børge G. | Røder, M. Andreas | Tybjærg-Hansen, Anne | Bojesen, Stig E. | Travis, Ruth | Campa, Daniele | Kaaks, Rudolf | Wiklund, Fredrik | Aly, Markus | Lindstrom, Sara | Diver, W Ryan | Gapstur, Susan | Stern, Mariana C | Corral, Roman | Virtamo, Jarmo | Cox, Angela | Haiman, Christopher A. | Le Marchand, Loic | FitzGerald, Liesel | Kolb, Suzanne | Kwon, Erika M. | Karyadi, Danielle M. | Orntoft, Torben Falck | Borre, Michael | Meyer, Andreas | Serth, Jürgen | Yeager, Meredith | Berndt, Sonja I. | Marthick, James R | Patterson, Briony | Wokolorczyk, Dominika | Batra, Jyotsna | Lose, Felicity | McDonnell, Shannon K | Joshi, Amit D. | Shahabi, Ahva | Rinckleb, Antje E. | Ray, Ana | Sellers, Thomas A. | Lin, Huo-Yi | Stephenson, Robert A | Farnham, James | Muller, Heiko | Rothenbacher, Dietrich | Tsuchiya, Norihiko | Narita, Shintaro | Cao, Guang-Wen | Slavov, Chavdar | Mitev, Vanio | Easton, Douglas F. | Eeles, Rosalind A.
Nature Genetics  2011;43(8):785-791.
Prostate cancer (PrCa) is the most frequently diagnosed male cancer in developed countries. To identify common PrCa susceptibility alleles, we conducted a multi-stage genome-wide association study and previously reported the results of the first two stages, which identified 16 novel susceptibility loci for PrCa. Here we report the results of stage 3 in which we evaluated 1,536 SNPs in 4,574 cases and 4,164 controls. Ten novel association signals were followed up through genotyping in 51,311 samples in 30 studies through the international PRACTICAL consortium. In addition to previously reported loci, we identified a further seven new prostate cancer susceptibility loci on chromosomes 2p, 3q, 5p, 6p, 12q and Xq (P=4.0 ×10−8 to P=2.7 ×10−24). We also identified a SNP in TERT more strongly associated with PrCa than that previously reported. More than 40 PrCa susceptibility loci, explaining ~25% of the familial risk in this disease, have now been identified.
doi:10.1038/ng.882
PMCID: PMC3396006  PMID: 21743467
19.  Leading the way: finding genes for neurologic disease in dogs using genome-wide mRNA sequencing 
BMC Genetics  2012;13:56.
Because of dogs' unique population structure, human-like disease biology, and advantageous genomic features, the canine system has risen dramatically in popularity as a tool for discovering disease alleles that have been difficult to find by studying human families or populations. To date, disease studies in dogs have primarily employed either linkage analysis, leveraging the typically large family size, or genome-wide association, which requires only modest-sized case and control groups in dogs. Both have been successful but, like most techniques, each requires a specific combination of time and money, and there are inherent problems associated with each. Here we review the first report of mRNA-Seq in the dog, a study that provides insights into the potential value of applying high-throughput sequencing to the study of genetic diseases in dogs.
Forman and colleagues apply high-throughput sequencing to a single case of canine neonatal cerebellar cortical degeneration. This implementation of whole genome mRNA sequencing, the first reported in dog, is additionally unusual due to the analysis: the data was used not to examine transcript levels or annotate genes, but as a form of target capture that revealed the sequence of transcripts of genes associated with ataxia in humans. This approach entails risks. It would fail if, for example, the relevant transcripts were not sufficiently expressed for genotyping or were not associated with ataxia in humans. But here it pays off handsomely, identifying a single frameshift mutation that segregates with the disease. This work sets the stage for similar studies that take advantage of recent advances in genomics while exploiting the historical background of dog breeds to identify disease-causing mutations.
doi:10.1186/1471-2156-13-56
PMCID: PMC3409065  PMID: 22781504
Dogs; RNAseq; Cortical degeneration; Canines; Neurodegenerative diseases; SPTBN2 gene
20.  Analysis of Xq27-28 linkage in the international consortium for prostate cancer genetics (ICPCG) families 
BMC Medical Genetics  2012;13:46.
Background
Genetic variants are likely to contribute to a portion of prostate cancer risk. Full elucidation of the genetic etiology of prostate cancer is difficult because of incomplete penetrance and genetic and phenotypic heterogeneity. Current evidence suggests that genetic linkage to prostate cancer has been found on several chromosomes including the X; however, identification of causative genes has been elusive.
Methods
Parametric and non-parametric linkage analyses were performed using 26 microsatellite markers in each of 11 groups of multiple-case prostate cancer families from the International Consortium for Prostate Cancer Genetics (ICPCG). Meta-analyses of the resultant family-specific linkage statistics across the entire 1,323 families and in several predefined subsets were then performed.
Results
Meta-analyses of linkage statistics resulted in a maximum parametric heterogeneity lod score (HLOD) of 1.28, and an allele-sharing lod score (LOD) of 2.0 in favor of linkage to Xq27-q28 at 138 cM. In subset analyses, families with average age at onset less than 65 years exhibited a maximum HLOD of 1.8 (at 138 cM) versus a maximum regional HLOD of only 0.32 in families with average age at onset of 65 years or older. Surprisingly, the subset of families with only 2–3 affected men and some evidence of male-to-male transmission of prostate cancer gave the strongest evidence of linkage to the region (HLOD = 3.24, 134 cM). For this subset, the HLOD was slightly increased (HLOD = 3.47 at 134 cM) when families used in the original published report of linkage to Xq27-28 were excluded.
Conclusions
Although there was not strong support for linkage to the Xq27-28 region in the complete set of families, the subset of families with earlier age at onset exhibited more evidence of linkage than families with later onset of disease. A subset of families with 2–3 affected individuals and with some evidence of male to male disease transmission showed stronger linkage signals. Our results suggest that the genetic basis for prostate cancer in our families is much more complex than a single susceptibility locus on the X chromosome, and that future explorations of the Xq27-28 region should focus on the subset of families identified here with the strongest evidence of linkage to this region.
doi:10.1186/1471-2350-13-46
PMCID: PMC3495053  PMID: 22712434
21.  Genome-wide association study identifies a genetic variant associated with risk for more aggressive prostate cancer 
Background
Of the 200,000 U.S. men annually diagnosed with prostate cancer, approximately 20–30% will have clinically aggressive disease. While factors such as Gleason score and tumor stage are used to assess prognosis, there are no biomarkers to identify men at greater risk for developing aggressive prostate cancer. We therefore undertook a search for genetic variants associated with risk of more aggressive disease.
Methods
A genome-wide scan was conducted in 202 prostate cancer cases with a more aggressive phenotype and 100 randomly sampled, age-matched PSA-screened negative controls. Analysis of 387,384 autosomal SNPs was followed by validation testing in an independent set of 527 cases with more aggressive and 595 cases with less aggressive prostate cancer, and 1,167 age-matched controls.
Results
A variant on 15q13, rs6497287, was confirmed to be most strongly associated with more aggressive (pdiscovery=5.20×10−5, pvalidation=0.004) than less aggressive disease (p=0.14). Another SNP on 3q26, rs3774315, was found to be associated with prostate cancer risk however the association was not stronger for more aggressive disease.
Conclusions
This study provides suggestive evidence for a genetic predisposition to more aggressive prostate cancer and highlights the fact that larger studies are warranted to confirm this supposition and identify further risk variants.
Impact
These findings raise the possibility that assessment of genetic variation may one day be useful to discern men at higher risk for developing clinically significant prostate cancer.
doi:10.1158/1055-9965.EPI-10-1299
PMCID: PMC3111761  PMID: 21467234
prostate cancer; aggressive prostate cancer; GWAS; genetic variants
22.  National Cancer Institute Prostate Cancer Genetics Workshop 
Cancer research  2011;71(10):3442-3446.
Compelling evidence supports a genetic component to prostate cancer (PC) susceptibility and aggressiveness. Recent genome-wide association studies (GWAS) have identified >30 single nucleotide polymorphisms associated with PC susceptibility. It remains unclear, however, whether such genetic variants are associated with disease aggressiveness—one of the most important questions in PC research today. To help clarify this and substantially expand research in the genetic determinants of PC aggressiveness, the first National Cancer Institute Prostate Cancer Genetics Workshop assembled researchers to develop plans for a large new research consortium and patient cohort. The workshop reviewed the prior work in this area and addressed the practical issues in planning future studies. With new DNA sequencing technology, the potential application of sequencing information to patient care is emerging. The workshop, therefore, included state-of-the-art presentations by experts on new genotyping technologies, including sequencing and associated bioinformatics issues, which are just beginning to be applied to cancer genetics.
doi:10.1158/0008-5472.CAN-11-0314
PMCID: PMC3096727  PMID: 21558387
23.  Genetic Polymorphisms in Inflammation Pathway Genes and Prostate Cancer Risk 
Background
Chronic inflammation is an important mechanism for the development and progression of prostate cancer. To better understand the potential relationship between genes in the inflammation pathway and prostate cancer (PC) risk, we evaluated variants in 16 candidate genes.
Methods
A total of 143 tagging and amino acid altering single nucleotide polymorphisms (SNPs) were genotyped in Caucasian and African American men participating in one of two population-based, case-control studies (n = 1,458 cases and 1,351 controls). The relative risk of prostate cancer was estimated using logistic and polytomous regression models.
Results
Ten SNPs in seven genes (CXCL12, IL4, IL6, IL6ST, PTGS2, STAT3, and TNF) were nominally associated (p<0.05) with risk of PC in Caucasians. The most significant effect on risk was seen with rs11574783 in the IL6ST gene (odds ratio, OR=0.08, 95% CI 0.01–0.63). Cumulatively, four SNPs in genes IL4, IL6ST, PTGS2, and STAT3 conferred a three-fold elevation in PC risk among men carrying the maximum number of high-risk alleles (OR=2.97, 95% CI 1.41–6.25, ptrend = 0.0003). Risk estimates for seven SNPs varied significantly according to disease aggressiveness (phomogeneity<0.05), with SNPs in AKT1, PIK3R1 and STAT3 independently associated with more aggressive PC; OR=5.1 (95% CI 2.29–11.40, ptrend = 3.8×10−5) for carriers of all high-risk genotypes.
Conclusions
These results suggest that variants in genes within the inflammation pathway may play a role in the development of PC, however further studies are needed to replicate our findings.
Impact
These results underline the potential importance of the inflammation pathway in PC development and progression.
doi:10.1158/1055-9965.EPI-10-0994
PMCID: PMC3140053  PMID: 21430300
prostate cancer; genetic association; inflammation; genetic variation
24.  Man’s Best Friend Becomes Biology’s Best in Show: Genome Analyses in the Domestic Dog* 
Annual Review of Genetics  2010;44:309-336.
In the last five years, canine genetics has gone from map construction to complex disease deconstruction. The availability of a draft canine genome sequence, dense marker chips, and an understanding of the genome architecture has changed the types of studies canine geneticists can undertake. There is now a clear recognition that the dog system offers the opportunity to understand the genetics of both simple and complex traits, including those associated with morphology, disease susceptibility, and behavior.
In this review, we summarize recent findings regarding canine domestication and review new information on the organization of the canine genome. We discuss studies aimed at finding genes controlling morphological phenotypes and provide examples of the way such paradigms may be applied to studies of behavior. We also discuss the many ways in which the dog has illuminated our understanding of human disease and conclude with a discussion on where the field is likely headed in the next five years.
doi:10.1146/annurev-genet-102808-115200
PMCID: PMC3322674  PMID: 21047261
GWAS; linkage disequilibrium; genomics; canine; domestication; complex traits
25.  Breed-Specific Ancestry Studies and Genome-Wide Association Analysis Highlight an Association Between the MYH9 Gene and Heat Tolerance in Alaskan Sprint Racing Sled Dogs 
Mammalian Genome  2011;23(1-2):178-194.
Alaskan sled dogs are a genetically distinct population shaped by generations of selective interbreeding with purebred dogs to create a group of high performance athletes. As a result of selective breeding strategies, sled dogs present a unique opportunity to employ admixture-mapping techniques to investigate how breed composition and trait selection impact genomic structure. We used admixture mapping to investigate genetic ancestry across the genomes of two classes of sled dogs, sprint and long distance racers, and combined that with genome wide association studies (GWAS) to identify regions correlating with performance enhancing traits. The sled dog genome is enhanced by differential contributions from four non-admixed breeds (Alaskan Malamute, Siberian Husky, German Shorthaired Pointer, and Borzoi). A principle components analysis (PCA) of 115,000 genome-wide SNPs clearly resolved the sprint and distance populations as distinct genetic groups, with longer blocks of linkage disequilibrium (LD) observed in the distance versus sprint dogs (7.5–10 and 2.5–3.75 kb, respectively). Further, we identified eight regions with the genomic signal either from a selective sweep or an association analysis, corroborated by an excess of ancestry when comparing sprint and distance dogs. A comparison of elite and poor performing sled dogs identified a single region significantly association with heat tolerance. Within the region we identified seven SNPs within the myosin heavy chain 9 gene (MYH9) that were significantly associated with heat tolerance in sprint dogs, two of which correspond to conserved promoter and enhancer regions in the human ortholog.
doi:10.1007/s00335-011-9374-y
PMCID: PMC3320045  PMID: 22105876
canine; admixture; attributes; GWAS

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