304 results on '"Gharahkhani P."'
Search Results
2. Uncovering genetic loci and biological pathways associated with age-related cataracts through GWAS meta-analysis
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Santiago Diaz-Torres, Samantha Sze-Yee Lee, Luis M. García-Marín, Adrian I. Campos, Garreth Lingham, Jue-Sheng Ong, David A. Mackey, Kathryn P. Burdon, Michael Hunter, Xianjun Dong, Stuart MacGregor, Puya Gharahkhani, and Miguel E. Rentería
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Science - Abstract
Abstract Age-related cataracts is a highly prevalent eye disorder that results in the clouding of the crystalline lens and is one of the leading causes of visual impairment and blindness. The disease is influenced by multiple factors including genetics, prolonged exposure to ultraviolet radiation, and a history of diabetes. However, the extent to which each of these factors contributes to the development of cataracts remains unclear. Our study identified 101 independent genome-wide significant loci, 57 of which are novel. We identified multiple genes and biological pathways associated with the cataracts, including four drug-gene interactions. Our results suggest a causal association between type 1 diabetes and cataracts. Also, we highlighted a surrogate measure of UV light exposure as a marker of cataract risk in adults.
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- 2024
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3. Genome-wide meta-analysis identifies 22 loci for normal tension glaucoma with significant overlap with high tension glaucoma
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Diaz-Torres, Santiago, He, Weixiong, Yu, Regina, Khawaja, Anthony P., Hammond, Christopher J., Hysi, Pirro G., Pasquale, Louis R., Wu, Yeda, Kubo, Michiaki, Akiyama, Masato, Aung, Tin, Cheng, Ching-Yu, Khor, Chiea Chuen, Kraft, Peter, Kang, Jae H., Hewitt, Alex W., Mackey, David A., Craig, Jamie E., Wiggs, Janey L., Ong, Jue-Sheng, MacGregor, Stuart, and Gharahkhani, Puya
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- 2024
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4. Uncovering genetic loci and biological pathways associated with age-related cataracts through GWAS meta-analysis
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Diaz-Torres, Santiago, Lee, Samantha Sze-Yee, García-Marín, Luis M., Campos, Adrian I., Lingham, Garreth, Ong, Jue-Sheng, Mackey, David A., Burdon, Kathryn P., Hunter, Michael, Dong, Xianjun, MacGregor, Stuart, Gharahkhani, Puya, and Rentería, Miguel E.
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- 2024
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5. Macular structural integrity estimates are associated with Parkinson’s disease genetic risk
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Diaz-Torres, Santiago, Lee, Samantha Sze-Yee, Ogonowski, Natalia S., Mackey, David A., MacGregor, Stuart, Gharahkhani, Puya, and Renteria, Miguel E.
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- 2024
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6. Integrating genetic regulation and single-cell expression with GWAS prioritizes causal genes and cell types for glaucoma
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Hamel, Andrew R., Yan, Wenjun, Rouhana, John M., Monovarfeshani, Aboozar, Jiang, Xinyi, Mehta, Puja A., Advani, Jayshree, Luo, Yuyang, Liang, Qingnan, Rajasundaram, Skanda, Shrivastava, Arushi, Duchinski, Katherine, Mantena, Sreekar, Wang, Jiali, van Zyl, Tavé, Pasquale, Louis R., Swaroop, Anand, Gharahkhani, Puya, Khawaja, Anthony P., MacGregor, Stuart, Chen, Rui, Vitart, Veronique, Sanes, Joshua R., Wiggs, Janey L., and Segrè, Ayellet V.
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- 2024
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7. Macular structural integrity estimates are associated with Parkinson’s disease genetic risk
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Santiago Diaz-Torres, Samantha Sze-Yee Lee, Natalia S. Ogonowski, David A. Mackey, Stuart MacGregor, Puya Gharahkhani, and Miguel E. Renteria
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Parkinson’s disease ,Retina ,Ganglion cell ,Genetics ,NSF ,CRHR1 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Optical coherence tomography (OCT) is a non-invasive technique to measure retinal layer thickness, providing insights into retinal ganglion cell integrity. Studies have shown reduced retinal nerve fibre layer (RNFL) and ganglion cell inner plexiform layer (GCIPL) thickness in Parkinson’s disease (PD) patients. However, it is unclear if there is a common genetic overlap between the macula and peripapillary estimates with PD and if the genetic risk of PD is associated with changes in ganglion cell integrity estimates in young adults. Method Western Australian young adults underwent OCT imaging. Their pRNFL, GCIPL, and overall retinal thicknesses were recorded, as well as their longitudinal changes between ages 20 and 28. Polygenic risk scores (PRS) were estimated for each participant based on genome-wide summary data from the largest PD genome-wide association study conducted to date. We further evaluated whether PD PRS was associated with changes in thickness at a younger age. To evaluate the overlap between retinal integrity estimates and PD, we annotated and prioritised genes using mBAT-combo and performed colocalisation through the GWAS pairwise method and HyPrColoc. We used a multi-omic approach and single-cell expression data of the retina and brain through a Mendelian randomisation framework to evaluate the most likely causal genes. Genes prioritised were analysed for missense variants that could have a pathogenic effect using AlphaMissense. Results We found a significant association between the Parkinson’s disease polygenic risk score (PD PRS) and changes in retinal thickness in the macula of young adults assessed at 20 and 28 years of age. Gene-based analysis identified 27 genes common to PD and retinal integrity, with a notable region on chromosome 17. Expression analyses highlighted NSF, CRHR1, and KANSL1 as potential causal genes shared between PD and ganglion cell integrity measures. CRHR1 showed consistent results across multiple omics levels. Interpretation Our findings suggest that retinal measurements, particularly in young adults, could be a potential marker for PD risk, indicating a genetic overlap between retinal structural integrity and PD. The study highlights specific genes and loci, mainly on chromosome 17, as potential shared etiological factors for PD and retinal changes. Our results highlight the importance of further longitudinal studies to validate retinal structural metrics as early indicators of PD predisposition.
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- 2024
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8. Genome-wide analyses characterize shared heritability among cancers and identify novel cancer susceptibility regions
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Lindström, Sara, Wang, Lu, Feng, Helian, Majumdar, Arunabha, Huo, Sijia, Macdonald, James, Harrison, Tabitha, Turman, Constance, Chen, Hongjie, Mancuso, Nicholas, Bammler, Theo, Consortium, Breast Cancer Association, Gallinger, Steve, Gruber, Stephen B, Gunter, Marc J, Le Marchand, Loic, Moreno, Victor, Offit, Kenneth, Study, Genetics And Epidemiology Of Colorectal Cancer Consortium Colorectal Transdisciplinary Study Colon Cancer Family Registry, De Vivo, Immaculata, O’Mara, Tracy A, Spurdle, Amanda B, Tomlinson, Ian, Consortium, Endometrial Cancer Association, Fitzgerald, Rebecca, Gharahkhani, Puya, Gockel, Ines, Jankowski, Janusz, Macgregor, Stuart, Schumacher, Johannes, Barnholtz-Sloan, Jill, Bondy, Melissa L, Houlston, Richard S, Jenkins, Robert B, Melin, Beatrice, Wrensch, Margaret, Brennan, Paul, Christiani, David C, Johansson, Mattias, Mckay, James, Aldrich, Melinda C, Amos, Christopher I, Landi, Maria Teresa, Tardon, Adonina, Consortium, International Lung Cancer, Bishop, D Timothy, Demenais, Florence, Goldstein, Alisa M, Iles, Mark M, Kanetsky, Peter A, Law, Matthew H, Consortium, Ovarian Cancer Association, Amundadottir, Laufey T, Stolzenberg-Solomon, Rachael, Wolpin, Brian M, Consortium, Pancreatic Cancer Cohort, Klein, Alison, Petersen, Gloria, Risch, Harvey, Consortium, The PRACTICAL Consortium Pancreatic Cancer Case-Control, Chanock, Stephen J, Purdue, Mark P, Scelo, Ghislaine, Pharoah, Paul, Kar, Siddhartha, Hung, Rayjean J, Pasaniuc, Bogdan, and Kraft, Peter
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Biomedical and Clinical Sciences ,Oncology and Carcinogenesis ,Human Genome ,Genetics ,Digestive Diseases ,Prevention ,Clinical Research ,Urologic Diseases ,Cancer ,Rare Diseases ,Aetiology ,2.1 Biological and endogenous factors ,Male ,Humans ,Genome-Wide Association Study ,Genetic Predisposition to Disease ,Neoplasms ,Risk Factors ,Transcriptome ,Polymorphism ,Single Nucleotide ,Breast Cancer Association Consortium ,Colorectal Transdisciplinary Study (CORECT) ,Colon Cancer Family Registry Study (CCFR) ,Genetics And Epidemiology Of Colorectal Cancer Consortium ,Endometrial Cancer Association Consortium ,International Lung Cancer Consortium ,Ovarian Cancer Association Consortium ,Pancreatic Cancer Cohort Consortium ,Pancreatic Cancer Case-Control Consortium (Panc4) ,The PRACTICAL Consortium ,Oncology & Carcinogenesis ,Oncology and carcinogenesis - Abstract
BackgroundThe shared inherited genetic contribution to risk of different cancers is not fully known. In this study, we leverage results from 12 cancer genome-wide association studies (GWAS) to quantify pairwise genome-wide genetic correlations across cancers and identify novel cancer susceptibility loci.MethodsWe collected GWAS summary statistics for 12 solid cancers based on 376 759 participants with cancer and 532 864 participants without cancer of European ancestry. The included cancer types were breast, colorectal, endometrial, esophageal, glioma, head and neck, lung, melanoma, ovarian, pancreatic, prostate, and renal cancers. We conducted cross-cancer GWAS and transcriptome-wide association studies to discover novel cancer susceptibility loci. Finally, we assessed the extent of variant-specific pleiotropy among cancers at known and newly identified cancer susceptibility loci.ResultsWe observed widespread but modest genome-wide genetic correlations across cancers. In cross-cancer GWAS and transcriptome-wide association studies, we identified 15 novel cancer susceptibility loci. Additionally, we identified multiple variants at 77 distinct loci with strong evidence of being associated with at least 2 cancer types by testing for pleiotropy at known cancer susceptibility loci.ConclusionsOverall, these results suggest that some genetic risk variants are shared among cancers, though much of cancer heritability is cancer-specific and thus tissue-specific. The increase in statistical power associated with larger sample sizes in cross-disease analysis allows for the identification of novel susceptibility regions. Future studies incorporating data on multiple cancer types are likely to identify additional regions associated with the risk of multiple cancer types.
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- 2023
9. Integrating genetic regulation and single-cell expression with GWAS prioritizes causal genes and cell types for glaucoma
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Andrew R. Hamel, Wenjun Yan, John M. Rouhana, Aboozar Monovarfeshani, Xinyi Jiang, Puja A. Mehta, Jayshree Advani, Yuyang Luo, Qingnan Liang, Skanda Rajasundaram, Arushi Shrivastava, Katherine Duchinski, Sreekar Mantena, Jiali Wang, Tavé van Zyl, Louis R. Pasquale, Anand Swaroop, Puya Gharahkhani, Anthony P. Khawaja, Stuart MacGregor, International Glaucoma Genetics Consortium (IGGC), Rui Chen, Veronique Vitart, Joshua R. Sanes, Janey L. Wiggs, and Ayellet V. Segrè
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Science - Abstract
Abstract Primary open-angle glaucoma (POAG), characterized by retinal ganglion cell death, is a leading cause of irreversible blindness worldwide. However, its molecular and cellular causes are not well understood. Elevated intraocular pressure (IOP) is a major risk factor, but many patients have normal IOP. Colocalization and Mendelian randomization analysis of >240 POAG and IOP genome-wide association study (GWAS) loci and overlapping expression and splicing quantitative trait loci (e/sQTLs) in 49 GTEx tissues and retina prioritizes causal genes for 60% of loci. These genes are enriched in pathways implicated in extracellular matrix organization, cell adhesion, and vascular development. Analysis of single-nucleus RNA-seq of glaucoma-relevant eye tissues reveals that the POAG and IOP colocalizing genes and genome-wide associations are enriched in specific cell types in the aqueous outflow pathways, retina, optic nerve head, peripapillary sclera, and choroid. This study nominates IOP-dependent and independent regulatory mechanisms, genes, and cell types that may contribute to POAG pathogenesis.
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- 2024
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10. Large-scale multitrait genome-wide association analyses identify hundreds of glaucoma risk loci
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Han, Xikun, Gharahkhani, Puya, Hamel, Andrew R., Ong, Jue Sheng, Rentería, Miguel E., Mehta, Puja, Dong, Xianjun, Pasutto, Francesca, Hammond, Christopher, Young, Terri L., Hysi, Pirro, Lotery, Andrew J., Jorgenson, Eric, Choquet, Hélène, Hauser, Michael, Cooke Bailey, Jessica N., Nakazawa, Toru, Akiyama, Masato, Shiga, Yukihiro, Fuller, Zachary L., Wang, Xin, Hewitt, Alex W., Craig, Jamie E., Pasquale, Louis R., Mackey, David A., Wiggs, Janey L., Khawaja, Anthony P., Segrè, Ayellet V., and MacGregor, Stuart
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- 2023
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11. Identification of a Locus Near ULK1 Associated With Progression-Free Survival in Ovarian Cancer
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Quinn, Michael CJ, McCue, Karen, Shi, Wei, Johnatty, Sharon E, Beesley, Jonathan, Civitarese, Andrew, O'Mara, Tracy A, Glubb, Dylan M, Tyrer, Jonathan P, Armasu, Sebastian M, Ong, Jue-Sheng, Gharahkhani, Puya, Lu, Yi, Gao, Bo, Patch, Ann-Marie, Fasching, Peter A, Beckmann, Matthias W, Lambrechts, Diether, Vergote, Ignace, Edwards, Digna R Velez, Beeghly-Fadiel, Alicia, Benitez, Javier, Garcia, Maria J, Goodman, Marc T, Dörk, Thilo, Dürst, Matthias, Modugno, Francesmary, Moysich, Kirsten, du Bois, Andreas, Pfisterer, Jacobus, Bauman, Klaus, Group, for the AGO Study, Karlan, Beth Y, Lester, Jenny, Cunningham, Julie M, Larson, Melissa C, McCauley, Bryan M, Kjaer, Susanne K, Jensen, Allan, Hogdall, Claus K, Hogdall, Estrid, Schildkraut, Joellen M, Riggan, Marjorie J, Berchuck, Andrew, Cramer, Daniel W, Terry, Kathryn L, Bjorge, Line, Webb, Penelope M, Group, for the OPAL Study, Friedlander, Michael, Pejovic, Tanja, Moffitt, Melissa, Glasspool, Rosalind, May, Taymaa, Ene, Gabrielle EV, Huntsman, David G, Woo, Michelle, Carney, Michael E, Hinsley, Samantha, Heitz, Florian, Fereday, Sian, Kennedy, Catherine J, Edwards, Stacey L, Winham, Stacey J, deFazio, Anna, Group, for Australian Ovarian Cancer Study, Pharoah, Paul DP, Goode, Ellen L, MacGregor, Stuart, and Chenevix-Trench, Georgia
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Biomedical and Clinical Sciences ,Oncology and Carcinogenesis ,Prevention ,Human Genome ,Cancer ,Genetics ,Ovarian Cancer ,Rare Diseases ,Aetiology ,2.1 Biological and endogenous factors ,Autophagy-Related Protein-1 Homolog ,Biomarkers ,Tumor ,Carcinoma ,Ovarian Epithelial ,Female ,Gene Knockout Techniques ,Genome-Wide Association Study ,Humans ,Intracellular Signaling Peptides and Proteins ,Ovarian Neoplasms ,Polymorphism ,Single Nucleotide ,Progression-Free Survival ,AGO Study Group ,OPAL Study Group ,for Australian Ovarian Cancer Study Group ,Medical and Health Sciences ,Epidemiology ,Biomedical and clinical sciences ,Health sciences - Abstract
BackgroundMany loci have been found to be associated with risk of epithelial ovarian cancer (EOC). However, although there is considerable variation in progression-free survival (PFS), no loci have been found to be associated with outcome at genome-wide levels of significance.MethodsWe carried out a genome-wide association study (GWAS) of PFS in 2,352 women with EOC who had undergone cytoreductive surgery and standard carboplatin/paclitaxel chemotherapy.ResultsWe found seven SNPs at 12q24.33 associated with PFS (P < 5 × 10-8), the top SNP being rs10794418 (HR = 1.24; 95% CI, 1.15-1.34; P = 1.47 × 10-8). High expression of a nearby gene, ULK1, is associated with shorter PFS in EOC, and with poor prognosis in other cancers. SNP rs10794418 is also associated with expression of ULK1 in ovarian tumors, with the allele associated with shorter PFS being associated with higher expression, and chromatin interactions were detected between the ULK1 promoter and associated SNPs in serous and endometrioid EOC cell lines. ULK1 knockout ovarian cancer cell lines showed significantly increased sensitivity to carboplatin in vitro.ConclusionsThe locus at 12q24.33 represents one of the first genome-wide significant loci for survival for any cancer. ULK1 is a plausible candidate for the target of this association.ImpactThis finding provides insight into genetic markers associated with EOC outcome and potential treatment options.See related commentary by Peres and Monteiro, p. 1604.
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- 2021
12. Genome-wide meta-analysis identifies 127 open-angle glaucoma loci with consistent effect across ancestries.
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Gharahkhani, Puya, Jorgenson, Eric, Hysi, Pirro, Khawaja, Anthony P, Pendergrass, Sarah, Han, Xikun, Ong, Jue Sheng, Hewitt, Alex W, Segrè, Ayellet V, Rouhana, John M, Hamel, Andrew R, Igo, Robert P, Choquet, Helene, Qassim, Ayub, Josyula, Navya S, Cooke Bailey, Jessica N, Bonnemaijer, Pieter WM, Iglesias, Adriana, Siggs, Owen M, Young, Terri L, Vitart, Veronique, Thiadens, Alberta AHJ, Karjalainen, Juha, Uebe, Steffen, Melles, Ronald B, Nair, K Saidas, Luben, Robert, Simcoe, Mark, Amersinghe, Nishani, Cree, Angela J, Hohn, Rene, Poplawski, Alicia, Chen, Li Jia, Rong, Shi-Song, Aung, Tin, Vithana, Eranga Nishanthie, NEIGHBORHOOD consortium, ANZRAG consortium, Biobank Japan project, FinnGen study, UK Biobank Eye and Vision Consortium, GIGA study group, 23 and Me Research Team, Tamiya, Gen, Shiga, Yukihiro, Yamamoto, Masayuki, Nakazawa, Toru, Currant, Hannah, Birney, Ewan, Wang, Xin, Auton, Adam, Lupton, Michelle K, Martin, Nicholas G, Ashaye, Adeyinka, Olawoye, Olusola, Williams, Susan E, Akafo, Stephen, Ramsay, Michele, Hashimoto, Kazuki, Kamatani, Yoichiro, Akiyama, Masato, Momozawa, Yukihide, Foster, Paul J, Khaw, Peng T, Morgan, James E, Strouthidis, Nicholas G, Kraft, Peter, Kang, Jae H, Pang, Chi Pui, Pasutto, Francesca, Mitchell, Paul, Lotery, Andrew J, Palotie, Aarno, van Duijn, Cornelia, Haines, Jonathan L, Hammond, Chris, Pasquale, Louis R, Klaver, Caroline CW, Hauser, Michael, Khor, Chiea Chuen, Mackey, David A, Kubo, Michiaki, Cheng, Ching-Yu, Craig, Jamie E, MacGregor, Stuart, and Wiggs, Janey L
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NEIGHBORHOOD consortium ,ANZRAG consortium ,Biobank Japan project ,FinnGen study ,UK Biobank Eye and Vision Consortium ,GIGA study group ,and Me Research Team ,Humans ,Glaucoma ,Open-Angle ,Genetic Predisposition to Disease ,Genotype ,Polymorphism ,Single Nucleotide ,Asian Continental Ancestry Group ,European Continental Ancestry Group ,Genome-Wide Association Study ,Genetic Loci ,Glaucoma ,Open-Angle ,Polymorphism ,Single Nucleotide - Abstract
Primary open-angle glaucoma (POAG), is a heritable common cause of blindness world-wide. To identify risk loci, we conduct a large multi-ethnic meta-analysis of genome-wide association studies on a total of 34,179 cases and 349,321 controls, identifying 44 previously unreported risk loci and confirming 83 loci that were previously known. The majority of loci have broadly consistent effects across European, Asian and African ancestries. Cross-ancestry data improve fine-mapping of causal variants for several loci. Integration of multiple lines of genetic evidence support the functional relevance of the identified POAG risk loci and highlight potential contributions of several genes to POAG pathogenesis, including SVEP1, RERE, VCAM1, ZNF638, CLIC5, SLC2A12, YAP1, MXRA5, and SMAD6. Several drug compounds targeting POAG risk genes may be potential glaucoma therapeutic candidates.
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- 2021
13. No Strong Association between the Apolipoprotein E E4 Allele and Glaucoma
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Sean Mullany, MD, Santiago Diaz-Torres, MPhil, Joshua M. Schmidt, PhD, Daniel Thomson, PhD, Ayub Qassim, MBBS, PhD, Henry N. Marshall, MD, Lachlan S.W. Knight, MOrth, Ella C. Berry, MChD, Antonia Kolovos, MD, David Dimasi, PhD, Stewart Lake, MBChB, PhD, Richard A. Mills, MBBS, PhD, John Landers, MBBS, PhD, Paul Mitchell, MBBS, PhD, Paul R. Healey, MBBS, PhD, Toby Commerford, MBBS, Sonja Klebe, MD, PhD, Emmanuelle Souzeau, PhD, Mark M. Hassall, MBBS, DPhil, Stuart MacGregor, PhD, Puya Gharahkhani, PhD, Owen M. Siggs, MD, DPhil, and Jamie E. Craig, MBBS, DPhil
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Alzheimer’s dementia ,APOE ,Apolipoprotein E ,Glaucoma ,POAG ,Ophthalmology ,RE1-994 - Abstract
Purpose: To elucidate a potential association between the apolipoprotein E (APOE) E4 allele and glaucoma prevalence in large cohorts. Design: A cross-sectional analysis of baseline and prospectively collected cohort data. Participants: UK Biobank (UKBB) participants of genetically determined European ancestry (n = 438 711). Replication analyses were performed using clinical and genotyping data collected from European participants recruited to the Canadian Longitudinal Study of Aging (CLSA; n = 18 199), the Australian and New Zealand Registry of Advanced Glaucoma (ANZRAG; n = 1970), and the Blue Mountains Eye Study (BMES; n = 2440). Methods: Apolipoprotein E alleles and genotypes were determined, and their distributions were compared on the basis of glaucoma status. Similar analyses were performed using positive control outcomes associated with the APOE E4 allele (death, dementia, age-related macular degeneration) and negative control outcomes not associated with the APOE E4 allele (cataract, diabetic eye disease). Outcome phenotypes were also correlated with Alzheimer’s dementia (AD), a clinical outcome highly associated with the APOE E4 allele. Main Outcome Measures: Results of APOE E4 genotype-phenotype comparisons were reported as odds ratios (ORs) with 95% confidence intervals (CIs). Replication analyses investigated APOE E4 associations in 2 replication cohorts (CLSA and ANZRAG/BMES). Results: The APOE E4 allele was inversely associated with glaucoma (OR, 0.96; 95% CI, 0.93–0.99; P = 0.016) and both negative controls (cataract: OR, 0.98; 95% CI, 0.96–0.99; P = 0.015; diabetic eye disease: OR, 0.92; 95% CI, 0.87–0.97; P = 0.003) in the UKBB cohort. A paradoxical positive association was observed between AD and both glaucoma (OR, 1.30; 95% CI, 1.08–1.54; P < 0.01) and cataract (OR, 1.15; 1.04–1.28; P = 0.018). No association between the APOE E4 allele and glaucoma was observed in either replication cohort (CLSA: OR, 1.03; 95% CI, 0.89–1.19; P = 0.66; ANZRAG/BMES: OR, 0.97; 95% CI, 0.84–1.12; P = 0.65). Conclusions: A small negative association observed between APOE E4 and glaucoma within the UKBB was not evident in either replication cohort and may represent an artifact of glaucoma underdiagnosis in APOE E4 carriers. Financial Disclosure(s): The author(s) have no proprietary or commercial interest in any materials discussed in this article.
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- 2023
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14. Assessment of polygenic architecture and risk prediction based on common variants across fourteen cancers.
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Zhang, Yan Dora, Hurson, Amber N, Zhang, Haoyu, Choudhury, Parichoy Pal, Easton, Douglas F, Milne, Roger L, Simard, Jacques, Hall, Per, Michailidou, Kyriaki, Dennis, Joe, Schmidt, Marjanka K, Chang-Claude, Jenny, Gharahkhani, Puya, Whiteman, David, Campbell, Peter T, Hoffmeister, Michael, Jenkins, Mark, Peters, Ulrike, Hsu, Li, Gruber, Stephen B, Casey, Graham, Schmit, Stephanie L, O'Mara, Tracy A, Spurdle, Amanda B, Thompson, Deborah J, Tomlinson, Ian, De Vivo, Immaculata, Landi, Maria Teresa, Law, Matthew H, Iles, Mark M, Demenais, Florence, Kumar, Rajiv, MacGregor, Stuart, Bishop, D Timothy, Ward, Sarah V, Bondy, Melissa L, Houlston, Richard, Wiencke, John K, Melin, Beatrice, Barnholtz-Sloan, Jill, Kinnersley, Ben, Wrensch, Margaret R, Amos, Christopher I, Hung, Rayjean J, Brennan, Paul, McKay, James, Caporaso, Neil E, Berndt, Sonja I, Birmann, Brenda M, Camp, Nicola J, Kraft, Peter, Rothman, Nathaniel, Slager, Susan L, Berchuck, Andrew, Pharoah, Paul DP, Sellers, Thomas A, Gayther, Simon A, Pearce, Celeste L, Goode, Ellen L, Schildkraut, Joellen M, Moysich, Kirsten B, Amundadottir, Laufey T, Jacobs, Eric J, Klein, Alison P, Petersen, Gloria M, Risch, Harvey A, Stolzenberg-Solomon, Rachel Z, Wolpin, Brian M, Li, Donghui, Eeles, Rosalind A, Haiman, Christopher A, Kote-Jarai, Zsofia, Schumacher, Fredrick R, Al Olama, Ali Amin, Purdue, Mark P, Scelo, Ghislaine, Dalgaard, Marlene D, Greene, Mark H, Grotmol, Tom, Kanetsky, Peter A, McGlynn, Katherine A, Nathanson, Katherine L, Turnbull, Clare, Wiklund, Fredrik, Breast Cancer Association Consortium (BCAC), Barrett’s and Esophageal Adenocarcinoma Consortium (BEACON), Colon Cancer Family Registry (CCFR), Transdisciplinary Studies of Genetic Variation in Colorectal Cancer (CORECT), Endometrial Cancer Association Consortium (ECAC), Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO), Melanoma Genetics Consortium (GenoMEL), Glioma International Case-Control Study (GICC), International Lung Cancer Consortium (ILCCO), Integrative Analysis of Lung Cancer Etiology and Risk (INTEGRAL) Consortium, International Consortium of Investigators Working on Non-Hodgkin’s Lymphoma Epidemiologic Studies (InterLymph), Ovarian Cancer Association Consortium (OCAC), Oral Cancer GWAS, Pancreatic Cancer Case-Control Consortium (PanC4), Pancreatic Cancer Cohort Consortium (PanScan), and Prostate Cancer Association Group to Investigate Cancer Associated Alterations in the Genome (PRACTICAL)
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Breast Cancer Association Consortium ,Barrett’s and Esophageal Adenocarcinoma Consortium ,Colon Cancer Family Registry ,Transdisciplinary Studies of Genetic Variation in Colorectal Cancer ,Endometrial Cancer Association Consortium ,Genetics and Epidemiology of Colorectal Cancer Consortium ,Melanoma Genetics Consortium ,Glioma International Case-Control Study ,International Lung Cancer Consortium ,Integrative Analysis of Lung Cancer Etiology and Risk (INTEGRAL) Consortium ,International Consortium of Investigators Working on Non-Hodgkin’s Lymphoma Epidemiologic Studies ,Ovarian Cancer Association Consortium ,Oral Cancer GWAS ,Pancreatic Cancer Case-Control Consortium ,Pancreatic Cancer Cohort Consortium ,Prostate Cancer Association Group to Investigate Cancer Associated Alterations in the Genome ,Renal Cancer GWAS ,Testicular Cancer Consortium ,Animals ,Humans ,Neoplasms ,Genetic Predisposition to Disease ,Incidence ,Risk Assessment ,Risk Factors ,Multifactorial Inheritance ,Polymorphism ,Single Nucleotide ,Models ,Genetic ,Female ,Male ,Genome-Wide Association Study ,Human Genome ,Prevention ,Cancer ,Prostate Cancer ,Genetics ,Urologic Diseases ,2.1 Biological and endogenous factors - Abstract
Genome-wide association studies (GWAS) have led to the identification of hundreds of susceptibility loci across cancers, but the impact of further studies remains uncertain. Here we analyse summary-level data from GWAS of European ancestry across fourteen cancer sites to estimate the number of common susceptibility variants (polygenicity) and underlying effect-size distribution. All cancers show a high degree of polygenicity, involving at a minimum of thousands of loci. We project that sample sizes required to explain 80% of GWAS heritability vary from 60,000 cases for testicular to over 1,000,000 cases for lung cancer. The maximum relative risk achievable for subjects at the 99th risk percentile of underlying polygenic risk scores (PRS), compared to average risk, ranges from 12 for testicular to 2.5 for ovarian cancer. We show that PRS have potential for risk stratification for cancers of breast, colon and prostate, but less so for others because of modest heritability and lower incidence.
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- 2020
15. A multi-phenotype analysis reveals 19 susceptibility loci for basal cell carcinoma and 15 for squamous cell carcinoma
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Mathias Seviiri, Matthew H. Law, Jue-Sheng Ong, Puya Gharahkhani, Pierre Fontanillas, The 23andMe Research Team, Catherine M. Olsen, David C. Whiteman, and Stuart MacGregor
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Science - Abstract
Basal cell carcinoma (BCC) and squamous cell carcinoma (SCC) are the most common skin cancers and have genetic overlap. Here, the authors use a multi-trait genetic and phenotypic analysis to reveal susceptibility loci for BCC and SCC, and report an optimised polygenic risk score for risk stratification.
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- 2022
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16. Study profile: the Genetics of Glaucoma Study
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David A Mackey, Alex W Hewitt, Stuart MacGregor, Puya Gharahkhani, Jamie E Craig, Mathias Seviiri, Jue-Sheng Ong, Matthew H Law, Weixiong He, Santiago Diaz Torres, Yeda Wu, Nathan Ingold, and Regina Yu
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Medicine - Abstract
Purpose Glaucoma, a major cause of irreversible blindness, is a highly heritable human disease. Currently, the majority of the risk genes for glaucoma are unknown. We established the Genetics of Glaucoma Study (GOGS) to identify disease genes and improve genetic prediction of glaucoma risk and response to treatment.Participants More than 5700 participants with glaucoma or a family history of glaucoma were recruited through a media campaign and the Australian Government healthcare service provider, Services Australia, making GOGS one of the largest genetic studies of glaucoma globally. The mean age of the participants was 65.30±9.36 years, and 62% were female. Participants completed a questionnaire obtaining information about their glaucoma-related medical history such as family history, glaucoma status and subtypes, surgical procedures, and prescriptions. The questionnaire also obtained information about other eye and systemic diseases. Approximately 80% of the participants provided a DNA sample and ~70% consented to data linkage to their Australian Government Medicare and Pharmaceutical Benefits Scheme schedules.Findings to date 4336 GOGS participants reported that an optometrist or ophthalmologist has diagnosed them with glaucoma and 3639 participants reported having a family history of glaucoma. The vast majority of the participants (N=4393) had used at least one glaucoma-related medication; latanoprost was the most commonly prescribed drug (54% of the participants who had a glaucoma prescription). A subset of the participants reported a surgical treatment for glaucoma including a laser surgery in 2008 participants and a non-laser operation in 803 participants. Several comorbid eye and systemic diseases were also observed; the most common reports were ocular hypertension (53% of the participants), cataract (48%), hypertension (40%), nearsightedness (31%), astigmatism (22%), farsightedness (16%), diabetes (12%), sleep apnoea (11%) and migraines (10%).Future plans GOGS will contribute to the global gene-mapping efforts as one of the largest genetic studies for glaucoma. We will also use GOGS to develop or validate genetic risk prediction models to stratify glaucoma risk, particularly in individuals with a family history of glaucoma, and to predict clinical outcomes (eg, which medication works better for an individual and whether glaucoma surgery is required). GOGS will also help us answer various research questions about genetic overlap and causal relationships between glaucoma and its comorbidities.
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- 2023
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17. Disentangling the genetic overlap and causal relationships between primary open-angle glaucoma, brain morphology and four major neurodegenerative disordersResearch in context
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Santiago Diaz-Torres, Weixiong He, Jackson Thorp, Sahba Seddighi, Sean Mullany, Christopher J. Hammond, Pirro G. Hysi, Louis R. Pasquale, Anthony P. Khawaja, Alex W. Hewitt, Jamie E. Craig, David A. Mackey, Janey L. Wiggs, Cornelia van Duijn, Michelle K. Lupton, Jue-Sheng Ong, Stuart MacGregor, and Puya Gharahkhani
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Glaucoma ,Brain morphology ,Genetics ,Neurodegenerative disorders ,Dementia ,MAPT ,Medicine ,Medicine (General) ,R5-920 - Abstract
Summary: Background: Primary open-angle glaucoma (POAG) is an optic neuropathy characterized by progressive degeneration of the optic nerve that leads to irreversible visual impairment. Multiple epidemiological studies suggest an association between POAG and major neurodegenerative disorders (Alzheimer's disease, amyotrophic lateral sclerosis, frontotemporal dementia, and Parkinson's disease). However, the nature of the overlap between neurodegenerative disorders, brain morphology and glaucoma remains inconclusive. Method: In this study, we performed a comprehensive assessment of the genetic and causal relationship between POAG and neurodegenerative disorders, leveraging genome-wide association data from studies of magnetic resonance imaging of the brain, POAG, and four major neurodegenerative disorders. Findings: This study found a genetic overlap and causal relationship between POAG and its related phenotypes (i.e., intraocular pressure and optic nerve morphology traits) and brain morphology in 19 regions. We also identified 11 loci with a significant local genetic correlation and a high probability of sharing the same causal variant between neurodegenerative disorders and POAG or its related phenotypes. Of interest, a region on chromosome 17 corresponding to MAPT, a well-known risk locus for Alzheimer's and Parkinson's disease, was shared between POAG, optic nerve degeneration traits, and Alzheimer's and Parkinson's diseases. Despite these local genetic overlaps, we did not identify strong evidence of a causal association between these neurodegenerative disorders and glaucoma. Interpretation: Our findings indicate a distinctive and likely independent neurodegenerative process for POAG involving several brain regions although several POAG or optic nerve degeneration risk loci are shared with neurodegenerative disorders, consistent with a pleiotropic effect rather than a causal relationship between these traits. Funding: PG was supported by an NHMRC Investigator Grant (#1173390), SM by an NHMRC Senior Research Fellowship and an NHMRC Program Grant (APP1150144), DM by an NHMRC Fellowship, LP is funded by the NEI EY015473 and EY032559 grants, SS is supported by an NIH-Oxford Cambridge Fellowship and NIH T32 grant (GM136577), APK is supported by a UK Research and Innovation Future Leaders Fellowship, an Alcon Research Institute Young Investigator Award and a Lister Institute for Preventive Medicine Award.
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- 2023
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18. Multi-trait genome-wide association study identifies new loci associated with optic disc parameters
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Bonnemaijer, Pieter WM, Leeuwen, Elisabeth M van, Iglesias, Adriana I, Gharahkhani, Puya, Vitart, Veronique, Khawaja, Anthony P, Simcoe, Mark, Höhn, René, Cree, Angela J, Igo, Rob P, Gerhold-Ay, Aslihan, Nickels, Stefan, Wilson, James F, Hayward, Caroline, Boutin, Thibaud S, Polašek, Ozren, Aung, Tin, Khor, Chiea Chuen, Amin, Najaf, Lotery, Andrew J, Wiggs, Janey L, Cheng, Ching-Yu, Hysi, Pirro G, Hammond, Christopher J, Thiadens, Alberta AHJ, MacGregor, Stuart, Klaver, Caroline CW, and Duijn, Cornelia M van
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Genetics ,Eye Disease and Disorders of Vision ,Neurodegenerative ,Human Genome ,Aetiology ,2.1 Biological and endogenous factors ,Case-Control Studies ,Computational Biology ,Gene Expression Profiling ,Genetic Association Studies ,Genetic Predisposition to Disease ,Genome-Wide Association Study ,Glaucoma ,Humans ,Molecular Sequence Annotation ,Optic Disk ,Optic Nerve Diseases ,Polymorphism ,Single Nucleotide ,Quantitative Trait Loci ,Quantitative Trait ,Heritable ,Signal Transduction ,International Glaucoma Genetics Consortium ,NEIGHBORHOOD consortium ,UK Biobank Eye and Vision Consortium ,Genome-wide association studies ,Optic nerve diseases - Abstract
A new avenue of mining published genome-wide association studies includes the joint analysis of related traits. The power of this approach depends on the genetic correlation of traits, which reflects the number of pleiotropic loci, i.e. genetic loci influencing multiple traits. Here, we applied new meta-analyses of optic nerve head (ONH) related traits implicated in primary open-angle glaucoma (POAG); intraocular pressure and central corneal thickness using Haplotype reference consortium imputations. We performed a multi-trait analysis of ONH parameters cup area, disc area and vertical cup-disc ratio. We uncover new variants; rs11158547 in PPP1R36-PLEKHG3 and rs1028727 near SERPINE3 at genome-wide significance that replicate in independent Asian cohorts imputed to 1000 Genomes. At this point, validation of these variants in POAG cohorts is hampered by the high degree of heterogeneity. Our results show that multi-trait analysis is a valid approach to identify novel pleiotropic variants for ONH.
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- 2019
19. Author Correction: Cross-ancestry genome-wide association analysis of corneal thickness strengthens link between complex and Mendelian eye diseases.
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Iglesias, Adriana I, Mishra, Aniket, Vitart, Veronique, Bykhovskaya, Yelena, Höhn, René, Springelkamp, Henriët, Cuellar-Partida, Gabriel, Gharahkhani, Puya, Bailey, Jessica N Cooke, Willoughby, Colin E, Li, Xiaohui, Yazar, Seyhan, Nag, Abhishek, Khawaja, Anthony P, Polašek, Ozren, Siscovick, David, Mitchell, Paul, Tham, Yih Chung, Haines, Jonathan L, Kearns, Lisa S, Hayward, Caroline, Shi, Yuan, van Leeuwen, Elisabeth M, Taylor, Kent D, Blue Mountains Eye Study - GWAS group, Bonnemaijer, Pieter, Rotter, Jerome I, Martin, Nicholas G, Zeller, Tanja, Mills, Richard A, Souzeau, Emmanuelle, Staffieri, Sandra E, Jonas, Jost B, Schmidtmann, Irene, Boutin, Thibaud, Kang, Jae H, Lucas, Sionne EM, Wong, Tien Yin, Beutel, Manfred E, Wilson, James F, Wellcome Trust Case Control Consortium 2 (WTCCC2), NEIGHBORHOOD consortium, Uitterlinden, André G, Vithana, Eranga N, Foster, Paul J, Hysi, Pirro G, Hewitt, Alex W, Khor, Chiea Chuen, Pasquale, Louis R, Montgomery, Grant W, Klaver, Caroline CW, Aung, Tin, Pfeiffer, Norbert, Mackey, David A, Hammond, Christopher J, Cheng, Ching-Yu, Craig, Jamie E, Rabinowitz, Yaron S, Wiggs, Janey L, Burdon, Kathryn P, van Duijn, Cornelia M, and MacGregor, Stuart
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Blue Mountains Eye Study - GWAS group ,Wellcome Trust Case Control Consortium 2 ,NEIGHBORHOOD consortium ,Eye Disease and Disorders of Vision - Abstract
Emmanuelle Souzeau, who contributed to analysis of data, was inadvertently omitted from the author list in the originally published version of this Article. This has now been corrected in both the PDF and HTML versions of the Article.
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- 2019
20. The association between genetically elevated polyunsaturated fatty acids and risk of cancerResearch in context
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Philip C. Haycock, Maria Carolina Borges, Kimberley Burrows, Rozenn N. Lemaitre, Stephen Burgess, Nikhil K. Khankari, Konstantinos K. Tsilidis, Tom R. Gaunt, Gibran Hemani, Jie Zheng, Therese Truong, Brenda M. Birmann, Tracy OMara, Amanda B. Spurdle, Mark M. Iles, Matthew H. Law, Susan L. Slager, Fatemeh Saberi Hosnijeh, Daniela Mariosa, Michelle Cotterchio, James R. Cerhan, Ulrike Peters, Stefan Enroth, Puya Gharahkhani, Loic Le Marchand, Ann C. Williams, Robert C. Block, Christopher I. Amos, Rayjean J. Hung, Wei Zheng, Marc J. Gunter, George Davey Smith, Caroline Relton, Richard M. Martin, Nathan Tintle, Terri Rice, Iona Cheng, Mark Jenkins, Steve Gallinger, Alex J. Cornish, Amit Sud, Jayaram Vijayakrishnan, Margaret Wrensch, Mattias Johansson, Aaron D. Norman, Alison Klein, Alyssa Clay-Gilmour, Andre Franke, Andres V. Ardisson Korat, Bill Wheeler, Björn Nilsson, Caren Smith, Chew-Kiat Heng, Ci Song, David Riadi, Elizabeth B. Claus, Eva Ellinghaus, Evgenia Ostroumova, Hosnijeh, Florent de Vathaire, Giovanni Cugliari, Giuseppe Matullo, Irene Oi-Lin Ng, Jeanette E. Passow, Jia Nee Foo, Jiali Han, Jianjun Liu, Jill Barnholtz-Sloan, Joellen M. Schildkraut, John Maris, Joseph L. Wiemels, Kari Hemminki, Keming Yang, Lambertus A. Kiemeney, Lang Wu, Laufey Amundadottir, Marc-Henri Stern, Marie-Christine Boutron, Mark Martin Iles, Mark P. Purdue, Martin Stanulla, Melissa Bondy, Mia Gaudet, Lenha Mobuchon, Nicola J. Camp, Pak Chung Sham, Pascal Guénel, Paul Brennan, Philip R. Taylor, Quinn Ostrom, Rachael Stolzenberg-Solomon, Rajkumar Dorajoo, Richard Houlston, Robert B. Jenkins, Sharon Diskin, Sonja I. Berndt, Spiridon Tsavachidis, Stephen J. Channock, Tabitha Harrison, Tessel Galesloot, Ulf Gyllensten, Vijai Joseph, Y. Shi, Wenjian Yang, Yi Lin, and Stephen K. Van Den Eeden
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Mendelian randomization ,Cancer risk ,Polyunsaturated fatty acids ,Omega 3 ,Omega 6 ,Delta-5 desaturase ,Medicine ,Medicine (General) ,R5-920 - Abstract
Summary: Background: The causal relevance of polyunsaturated fatty acids (PUFAs) for risk of site-specific cancers remains uncertain. Methods: Using a Mendelian randomization (MR) framework, we assessed the causal relevance of PUFAs for risk of cancer in European and East Asian ancestry individuals. We defined the primary exposure as PUFA desaturase activity, proxied by rs174546 at the FADS locus. Secondary exposures were defined as omega 3 and omega 6 PUFAs that could be proxied by genetic polymorphisms outside the FADS region. Our study used summary genetic data on 10 PUFAs and 67 cancers, corresponding to 562,871 cases and 1,619,465 controls, collected by the Fatty Acids in Cancer Mendelian Randomization Collaboration. We estimated odds ratios (ORs) for cancer per standard deviation increase in genetically proxied PUFA exposures. Findings: Genetically elevated PUFA desaturase activity was associated (P
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- 2023
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21. A multi-phenotype analysis reveals 19 susceptibility loci for basal cell carcinoma and 15 for squamous cell carcinoma
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Seviiri, Mathias, Law, Matthew H., Ong, Jue-Sheng, Gharahkhani, Puya, Fontanillas, Pierre, Olsen, Catherine M., Whiteman, David C., and MacGregor, Stuart
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- 2022
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22. Cross-ancestry genome-wide association analysis of corneal thickness strengthens link between complex and Mendelian eye diseases.
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Iglesias, Adriana I, Mishra, Aniket, Vitart, Veronique, Bykhovskaya, Yelena, Höhn, René, Springelkamp, Henriët, Cuellar-Partida, Gabriel, Gharahkhani, Puya, Bailey, Jessica N Cooke, Willoughby, Colin E, Li, Xiaohui, Yazar, Seyhan, Nag, Abhishek, Khawaja, Anthony P, Polašek, Ozren, Siscovick, David, Mitchell, Paul, Tham, Yih Chung, Haines, Jonathan L, Kearns, Lisa S, Hayward, Caroline, Shi, Yuan, van Leeuwen, Elisabeth M, Taylor, Kent D, Blue Mountains Eye Study—GWAS group, Bonnemaijer, Pieter, Rotter, Jerome I, Martin, Nicholas G, Zeller, Tanja, Mills, Richard A, Souzeau, Emmanuelle, Staffieri, Sandra E, Jonas, Jost B, Schmidtmann, Irene, Boutin, Thibaud, Kang, Jae H, Lucas, Sionne EM, Wong, Tien Yin, Beutel, Manfred E, Wilson, James F, NEIGHBORHOOD Consortium, Wellcome Trust Case Control Consortium 2 (WTCCC2), Uitterlinden, André G, Vithana, Eranga N, Foster, Paul J, Hysi, Pirro G, Hewitt, Alex W, Khor, Chiea Chuen, Pasquale, Louis R, Montgomery, Grant W, Klaver, Caroline CW, Aung, Tin, Pfeiffer, Norbert, Mackey, David A, Hammond, Christopher J, Cheng, Ching-Yu, Craig, Jamie E, Rabinowitz, Yaron S, Wiggs, Janey L, Burdon, Kathryn P, van Duijn, Cornelia M, and MacGregor, Stuart
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Blue Mountains Eye Study—GWAS group ,NEIGHBORHOOD Consortium ,Wellcome Trust Case Control Consortium 2 ,Cornea ,Humans ,Marfan Syndrome ,Corneal Diseases ,Corneal Dystrophies ,Hereditary ,Keratoconus ,Eye Diseases ,Hereditary ,Glaucoma ,Open-Angle ,Myopia ,Ehlers-Danlos Syndrome ,Proteoglycans ,Gene Expression ,Quantitative Trait ,Heritable ,Polymorphism ,Single Nucleotide ,Quantitative Trait Loci ,Genome ,Human ,Asian Continental Ancestry Group ,European Continental Ancestry Group ,Transforming Growth Factor beta2 ,Genome-Wide Association Study ,Loeys-Dietz Syndrome ,Mendelian Randomization Analysis ,Decorin ,Lumican ,Fibrillin-1 ,ADAMTS Proteins ,Corneal Dystrophies ,Hereditary ,Eye Diseases ,Glaucoma ,Open-Angle ,Quantitative Trait ,Heritable ,Polymorphism ,Single Nucleotide ,Genome ,Human - Abstract
Central corneal thickness (CCT) is a highly heritable trait associated with complex eye diseases such as keratoconus and glaucoma. We perform a genome-wide association meta-analysis of CCT and identify 19 novel regions. In addition to adding support for known connective tissue-related pathways, pathway analyses uncover previously unreported gene sets. Remarkably, >20% of the CCT-loci are near or within Mendelian disorder genes. These included FBN1, ADAMTS2 and TGFB2 which associate with connective tissue disorders (Marfan, Ehlers-Danlos and Loeys-Dietz syndromes), and the LUM-DCN-KERA gene complex involved in myopia, corneal dystrophies and cornea plana. Using index CCT-increasing variants, we find a significant inverse correlation in effect sizes between CCT and keratoconus (r = -0.62, P = 5.30 × 10-5) but not between CCT and primary open-angle glaucoma (r = -0.17, P = 0.2). Our findings provide evidence for shared genetic influences between CCT and keratoconus, and implicate candidate genes acting in collagen and extracellular matrix regulation.
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- 2018
23. Assessment of moderate coffee consumption and risk of epithelial ovarian cancer: a Mendelian randomization study
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Ong, Jue-Sheng, Hwang, Liang-Dar, Cuellar-Partida, Gabriel, Martin, Nicholas G, Chenevix-Trench, Georgia, Quinn, Michael CJ, Cornelis, Marilyn C, Gharahkhani, Puya, Webb, Penelope M, MacGregor, Stuart, Bryne, Enda, Fasching, Peter A, Hein, Alexander, Burghaus, Stefanie, Beckmann, Matthias W, Lambrechts, Diether, Van Nieuwenhuysen, Els, Vergote, Ignace, Vanderstichele, Adriaan, Swerdlow, Anthony J, Jones, Michael, Orr, Nicholas, Schoemaker, Minouk, Edwards, Digna Velez, Brenton, James, Benítez, Javier, García, María J, Rodriguez-Antona, Cristina, Rossing, Mary Anne, Fortner, Renée T, Riboli, Elio, Chang-Claude, Jenny, Eilber, Ursula, Wang-Gohrke, Shan, Yannoukakos, Drakoulis, Goodman, Marc T, Bogdanova, Natalia, Dörk, Thilo, Duerst, Matthias, Hillemanns, Peter, Runnebaum, Ingo B, Antonenkova, Natalia, Butzow, Ralf, Nevanlinna, Heli, Pelttari, Liisa M, Edwards, Robert P, Kelley, Joseph L, Modugno, Francesmary, Moysich, Kirsten B, Ness, Roberta B, Cannioto, Rikki, Heitz, Florian, Karlan, Beth, Olsson, Håkan, Kjaer, Susanne K, Jensen, Allan, Giles, Graham G, Bruinsma, Fiona, Hildebrandt, Michelle AT, Liang, Dong, Wu, Xifeng, Le Marchand, Loic, Setiawan, V Wendy, Permuth, Jennifer B, Bisogna, Maria, Dao, Fanny, Levine, Douglas A, Cramer, Daniel W, Terry, Kathryn L, Tworoger, Shelley S, Stampfer, Meir, Willet, Walter, Missmer, Stacey, Bjorge, Line, Kopperud, Reidun K, Bischof, Katharina, Thomsen, Liv Cecilie Vestrheim, Kiemeney, Lambertus A, Massuger, Leon FAG, Pejovic, Tanja, Brooks-Wilson, Angela, Olson, Sara H, McGuire, Valerie, Rothstein, Joseph H, Sieh, Weiva, Whittemore, Alice S, Cook, Linda S, Le, Nhu D, Gilks, C Blake, Gronwald, Jacek, Jakubowska, Anna, Lubiński, Jan, Kluz, Tomasz, Wentzensen, Nicolas, Brinton, Louise, Trabert, Britton, and Lissowska, Jolanta
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Epidemiology ,Health Sciences ,Clinical Research ,Ovarian Cancer ,Nutrition ,Rare Diseases ,Prevention ,Cancer ,Genetics ,2.1 Biological and endogenous factors ,Aetiology ,Carcinoma ,Ovarian Epithelial ,Coffee ,Female ,Humans ,Mendelian Randomization Analysis ,Odds Ratio ,Ovarian Neoplasms ,Polymorphism ,Single Nucleotide ,Risk Factors ,Ovarian Cancer Association Consortium ,Statistics ,Public Health and Health Services ,Public health - Abstract
BackgroundCoffee consumption has been shown to be associated with various health outcomes in observational studies. However, evidence for its association with epithelial ovarian cancer (EOC) is inconsistent and it is unclear whether these associations are causal.MethodsWe used single nucleotide polymorphisms associated with (i) coffee and (ii) caffeine consumption to perform Mendelian randomization (MR) on EOC risk. We conducted a two-sample MR using genetic data on 44 062 individuals of European ancestry from the Ovarian Cancer Association Consortium (OCAC), and combined instrumental variable estimates using a Wald-type ratio estimator.ResultsFor all EOC cases, the causal odds ratio (COR) for genetically predicted consumption of one additional cup of coffee per day was 0.92 [95% confidence interval (CI): 0.79, 1.06]. The COR was 0.90 (95% CI: 0.73, 1.10) for high-grade serous EOC. The COR for genetically predicted consumption of an additional 80 mg caffeine was 1.01 (95% CI: 0.92, 1.11) for all EOC cases and 0.90 (95% CI: 0.73, 1.10) for high-grade serous cases.ConclusionsWe found no evidence indicative of a strong association between EOC risk and genetically predicted coffee or caffeine levels. However, our estimates were not statistically inconsistent with earlier observational studies and we were unable to rule out small protective associations.
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- 2018
24. Testosterone Pathway Genetic Polymorphisms in Relation to Primary Open-Angle Glaucoma: An Analysis in Two Large Datasets
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Cooke Bailey, Jessica N, Gharahkhani, Puya, Kang, Jae H, Butkiewicz, Mariusz, Sullivan, David A, Weinreb, Robert N, Aschard, Hugues, Allingham, R Rand, Ashley-Koch, Allison, Lee, Richard K, Moroi, Sayoko E, Brilliant, Murray H, Wollstein, Gadi, Schuman, Joel S, Fingert, John H, Budenz, Donald L, Realini, Tony, Gaasterland, Terry, Scott, William K, Singh, Kuldev, Sit, Arthur J, Igo, Robert P, Song, Yeunjoo E, Hark, Lisa, Ritch, Robert, Rhee, Douglas J, Vollrath, Douglas, Zack, Donald J, Medeiros, Felipe, Vajaranant, Thasarat S, Chasman, Daniel I, Christen, William G, Pericak-Vance, Margaret A, Liu, Yutao, Kraft, Peter, Richards, Julia E, Rosner, Bernard A, Hauser, Michael A, Craig, Jamie E, Burdon, Kathryn P, Hewitt, Alex W, Mackey, David A, Haines, Jonathan L, MacGregor, Stuart, Wiggs, Janey L, and Pasquale, Louis R
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Genetics ,Neurodegenerative ,Aging ,2.1 Biological and endogenous factors ,Aetiology ,Datasets as Topic ,Female ,Gene Frequency ,Genome-Wide Association Study ,Genotype ,Glaucoma ,Open-Angle ,Humans ,Intraocular Pressure ,Low Tension Glaucoma ,Male ,Metabolic Networks and Pathways ,Middle Aged ,Polymorphism ,Single Nucleotide ,Testosterone ,primary open-angle glaucoma ,testosterone ,genetics ,pathway analysis ,Australian and New Zealand Registry of Advanced Glaucoma (ANZRAG) Consortium ,Biological Sciences ,Medical and Health Sciences ,Ophthalmology & Optometry - Abstract
Purpose:Sex hormones may be associated with primary open-angle glaucoma (POAG), although the mechanisms are unclear. We previously observed that gene variants involved with estrogen metabolism were collectively associated with POAG in women but not men; here we assessed gene variants related to testosterone metabolism collectively and POAG risk. Methods:We used two datasets: one from the United States (3853 cases and 33,480 controls) and another from Australia (1155 cases and 1992 controls). Both datasets contained densely called genotypes imputed to the 1000 Genomes reference panel. We used pathway- and gene-based approaches with Pathway Analysis by Randomization Incorporating Structure (PARIS) software to assess the overall association between a panel of single nucleotide polymorphisms (SNPs) in testosterone metabolism genes and POAG. In sex-stratified analyses, we evaluated POAG overall and POAG subtypes defined by maximum IOP (high-tension [HTG] or normal tension glaucoma [NTG]). Results:In the US dataset, the SNP panel was not associated with POAG (permuted P = 0.77), although there was an association in the Australian sample (permuted P = 0.018). In both datasets, the SNP panel was associated with POAG in men (permuted P ≤ 0.033) and not women (permuted P ≥ 0.42), but in gene-based analyses, there was no consistency on the main genes responsible for these findings. In both datasets, the testosterone pathway association with HTG was significant (permuted P ≤ 0.011), but again, gene-based analyses showed no consistent driver gene associations. Conclusions:Collectively, testosterone metabolism pathway SNPs were consistently associated with the high-tension subtype of POAG in two datasets.
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- 2018
25. Testosterone Pathway Genetic Polymorphisms in Relation to Primary Open-Angle Glaucoma: An Analysis in Two Large Datasets.
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Bailey, Jessica N Cooke, Gharahkhani, Puya, Kang, Jae H, Butkiewicz, Mariusz, Sullivan, David A, Weinreb, Robert N, Aschard, Hugues, Allingham, R Rand, Ashley-Koch, Allison, Lee, Richard K, Moroi, Sayoko E, Brilliant, Murray H, Wollstein, Gadi, Schuman, Joel S, Fingert, John H, Budenz, Donald L, Realini, Tony, Gaasterland, Terry, Scott, William K, Singh, Kuldev, Sit, Arthur J, Igo, Robert P, Song, Yeunjoo E, Hark, Lisa, Ritch, Robert, Rhee, Douglas J, Vollrath, Douglas, Zack, Donald J, Medeiros, Felipe, Vajaranant, Thasarat S, Chasman, Daniel I, Christen, William G, Pericak-Vance, Margaret A, Liu, Yutao, Kraft, Peter, Richards, Julia E, Rosner, Bernard A, Hauser, Michael A, Craig, Jamie E, Burdon, Kathryn P, Hewitt, Alex W, Mackey, David A, Haines, Jonathan L, MacGregor, Stuart, Wiggs, Janey L, Pasquale, Louis R, and Australian and New Zealand Registry of Advanced Glaucoma (ANZRAG) Consortium
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Australian and New Zealand Registry of Advanced Glaucoma (ANZRAG) Consortium ,Humans ,Glaucoma ,Open-Angle ,Testosterone ,Intraocular Pressure ,Gene Frequency ,Genotype ,Polymorphism ,Single Nucleotide ,Middle Aged ,Female ,Male ,Metabolic Networks and Pathways ,Genome-Wide Association Study ,Low Tension Glaucoma ,Datasets as Topic ,primary open-angle glaucoma ,testosterone ,genetics ,pathway analysis ,Glaucoma ,Open-Angle ,Polymorphism ,Single Nucleotide ,Biological Sciences ,Medical and Health Sciences ,Ophthalmology & Optometry - Abstract
Purpose:Sex hormones may be associated with primary open-angle glaucoma (POAG), although the mechanisms are unclear. We previously observed that gene variants involved with estrogen metabolism were collectively associated with POAG in women but not men; here we assessed gene variants related to testosterone metabolism collectively and POAG risk. Methods:We used two datasets: one from the United States (3853 cases and 33,480 controls) and another from Australia (1155 cases and 1992 controls). Both datasets contained densely called genotypes imputed to the 1000 Genomes reference panel. We used pathway- and gene-based approaches with Pathway Analysis by Randomization Incorporating Structure (PARIS) software to assess the overall association between a panel of single nucleotide polymorphisms (SNPs) in testosterone metabolism genes and POAG. In sex-stratified analyses, we evaluated POAG overall and POAG subtypes defined by maximum IOP (high-tension [HTG] or normal tension glaucoma [NTG]). Results:In the US dataset, the SNP panel was not associated with POAG (permuted P = 0.77), although there was an association in the Australian sample (permuted P = 0.018). In both datasets, the SNP panel was associated with POAG in men (permuted P ≤ 0.033) and not women (permuted P ≥ 0.42), but in gene-based analyses, there was no consistency on the main genes responsible for these findings. In both datasets, the testosterone pathway association with HTG was significant (permuted P ≤ 0.011), but again, gene-based analyses showed no consistent driver gene associations. Conclusions:Collectively, testosterone metabolism pathway SNPs were consistently associated with the high-tension subtype of POAG in two datasets.
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- 2018
26. Genomic locus modulating corneal thickness in the mouse identifies POU6F2 as a potential risk of developing glaucoma.
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King, Rebecca, Struebing, Felix L, Li, Ying, Wang, Jiaxing, Koch, Allison Ashley, Cooke Bailey, Jessica N, Gharahkhani, Puya, International Glaucoma Genetics Consortium, NEIGHBORHOOD Consortium, MacGregor, Stuart, Allingham, R Rand, Hauser, Michael A, Wiggs, Janey L, and Geisert, Eldon E
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International Glaucoma Genetics Consortium ,NEIGHBORHOOD Consortium ,Retinal Ganglion Cells ,Cornea ,Cells ,Cultured ,Animals ,Mice ,Inbred C57BL ,Mice ,Inbred DBA ,Mice ,Transgenic ,Humans ,Mice ,Glaucoma ,Disease Models ,Animal ,Genetic Predisposition to Disease ,Risk Factors ,Chromosome Mapping ,Apoptosis ,Pregnancy ,Polymorphism ,Single Nucleotide ,Female ,Male ,POU Domain Factors ,Embryo ,Mammalian ,Genome-Wide Association Study ,Genetic Loci ,Corneal Pachymetry ,Cells ,Cultured ,Disease Models ,Animal ,Embryo ,Mammalian ,Inbred C57BL ,Inbred DBA ,Transgenic ,Polymorphism ,Single Nucleotide ,Genetics ,Developmental Biology - Abstract
Central corneal thickness (CCT) is one of the most heritable ocular traits and it is also a phenotypic risk factor for primary open angle glaucoma (POAG). The present study uses the BXD Recombinant Inbred (RI) strains to identify novel quantitative trait loci (QTLs) modulating CCT in the mouse with the potential of identifying a molecular link between CCT and risk of developing POAG. The BXD RI strain set was used to define mammalian genomic loci modulating CCT, with a total of 818 corneas measured from 61 BXD RI strains (between 60-100 days of age). The mice were anesthetized and the eyes were positioned in front of the lens of the Phoenix Micron IV Image-Guided OCT system or the Bioptigen OCT system. CCT data for each strain was averaged and used to QTLs modulating this phenotype using the bioinformatics tools on GeneNetwork (www.genenetwork.org). The candidate genes and genomic loci identified in the mouse were then directly compared with the summary data from a human POAG genome wide association study (NEIGHBORHOOD) to determine if any genomic elements modulating mouse CCT are also risk factors for POAG.This analysis revealed one significant QTL on Chr 13 and a suggestive QTL on Chr 7. The significant locus on Chr 13 (13 to 19 Mb) was examined further to define candidate genes modulating this eye phenotype. For the Chr 13 QTL in the mouse, only one gene in the region (Pou6f2) contained nonsynonymous SNPs. Of these five nonsynonymous SNPs in Pou6f2, two resulted in changes in the amino acid proline which could result in altered secondary structure affecting protein function. The 7 Mb region under the mouse Chr 13 peak distributes over 2 chromosomes in the human: Chr 1 and Chr 7. These genomic loci were examined in the NEIGHBORHOOD database to determine if they are potential risk factors for human glaucoma identified using meta-data from human GWAS. The top 50 hits all resided within one gene (POU6F2), with the highest significance level of p = 10-6 for SNP rs76319873. POU6F2 is found in retinal ganglion cells and in corneal limbal stem cells. To test the effect of POU6F2 on CCT we examined the corneas of a Pou6f2-null mice and the corneas were thinner than those of wild-type littermates. In addition, these POU6F2 RGCs die early in the DBA/2J model of glaucoma than most RGCs. Using a mouse genetic reference panel, we identified a transcription factor, Pou6f2, that modulates CCT in the mouse. POU6F2 is also found in a subset of retinal ganglion cells and these RGCs are sensitive to injury.
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- 2018
27. Genome-Wide Meta-analysis Identifies Risk Loci and Improves Disease Prediction of Age-Related Macular Degeneration
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He, W, Han, X, Ong, J-S, Wu, Y, Hewitt, AW, Mackey, DA, Gharahkhani, P, Macgregor, S, He, W, Han, X, Ong, J-S, Wu, Y, Hewitt, AW, Mackey, DA, Gharahkhani, P, and Macgregor, S
- Abstract
PURPOSE: To identify age-related macular degeneration (AMD) risk loci and to establish a polygenic prediction model. DESIGN: Genome-wide association study (GWAS) and polygenic risk score (PRS) construction. PARTICIPANTS: We included 64 885 European patients with AMD and 568 740 control participants (with overlapped samples) in the UK Biobank, Genetic Epidemiology Research on Aging (GERA), International AMD Consortium, FinnGen, and published early AMD GWASs in meta-analyses, as well as 733 European patients with AMD and 20 487 control participants from the Canadian Longitudinal Study on Aging (CLSA) and non-Europeans from the UK Biobank and GERA for polygenic risk score validation. METHODS: A multitrait meta-analysis of GWASs comprised 64 885 patients with AMD and 568 740 control participants; the multitrait approach accounted for sample overlap. We constructed a PRS for AMD based on both previously reported as well as unreported AMD loci. We applied the PRS to nonoverlapping data from the CLSA. MAIN OUTCOME MEASURES: We identified several single nucleotide polymorphisms associated with AMD and established a PRS for AMD risk prediction. RESULTS: We identified 63 AMD risk loci alongside the well-established AMD loci CFH and ARMS2, including 9 loci that were not reported in previous GWASs, some of which previously were linked to other eye diseases such as glaucoma (e.g., HIC1). We applied our PRS to nonoverlapping data from the CLSA. A new PRS was constructed using the PRS method, PRS-CS, and significantly improved the prediction accuracy of AMD risk compared with PRSs from previously published datasets. We further showed that even people who carry all the well-known AMD risk alleles at CFH and ARMS2 vary considerably in their AMD risk (ranging from close to 0 in individuals with low PRS to > 50% in individuals with high PRS). Although our PRS was derived in individuals of European ancestry, the PRS shows potential for predicting risk in people of East Asian, South Asi
- Published
- 2024
28. Highly Accurate and Precise Automated Cup-to-Disc Ratio Quanti fi cation for Glaucoma Screening
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Chaurasia, AK, Greatbatch, CJ, Han, X, Gharahkhani, P, Mackey, DA, MacGregor, S, Craig, JE, Hewitt, AW, Chaurasia, AK, Greatbatch, CJ, Han, X, Gharahkhani, P, Mackey, DA, MacGregor, S, Craig, JE, and Hewitt, AW
- Abstract
OBJECTIVE: An enlarged cup-to-disc ratio (CDR) is a hallmark of glaucomatous optic neuropathy. Manual assessment of the CDR may be less accurate and more time-consuming than automated methods. Here, we sought to develop and validate a deep learning-based algorithm to automatically determine the CDR from fundus images. DESIGN: Algorithm development for estimating CDR using fundus data from a population-based observational study. PARTICIPANTS: A total of 181 768 fundus images from the United Kingdom Biobank (UKBB), Drishti_GS, and EyePACS. METHODS: FastAI and PyTorch libraries were used to train a convolutional neural network-based model on fundus images from the UKBB. Models were constructed to determine image gradability (classification analysis) as well as to estimate CDR (regression analysis). The best-performing model was then validated for use in glaucoma screening using a multiethnic dataset from EyePACS and Drishti_GS. MAIN OUTCOME MEASURES: The area under the receiver operating characteristic curve and coefficient of determination. RESULTS: Our gradability model vgg19_batch normalization (bn) achieved an accuracy of 97.13% on a validation set of 16 045 images, with 99.26% precision and area under the receiver operating characteristic curve of 96.56%. Using regression analysis, our best-performing model (trained on the vgg19_bn architecture) attained a coefficient of determination of 0.8514 (95% confidence interval [CI]: 0.8459-0.8568), while the mean squared error was 0.0050 (95% CI: 0.0048-0.0051) and mean absolute error was 0.0551 (95% CI: 0.0543-0.0559) on a validation set of 12 183 images for determining CDR. The regression point was converted into classification metrics using a tolerance of 0.2 for 20 classes; the classification metrics achieved an accuracy of 99.20%. The EyePACS dataset (98 172 healthy, 3270 glaucoma) was then used to externally validate the model for glaucoma classification, with an accuracy, sensitivity, and specificity of 82.49%, 72.
- Published
- 2024
29. The APOE E4 Allele Is Associated with Faster Rates of Neuroretinal Thinning in a Prospective Cohort Study of Suspect and Early Glaucoma
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Sean Mullany, MD, Henry Marshall, MD, Santiago Diaz-Torres, Ella C. Berry, MChD, Joshua M. Schmidt, PhD, Daniel Thomson, PhD, Ayub Qassim, MBBS, PhD, Minh-Son To, MD, PhD, David Dimasi, PhD, Abraham Kuot, PhD, Lachlan S.W. Knight, Georgina Hollitt, MBBS, Antonia Kolovos, MD, Angela Schulz, PhD, Stewart Lake, MBChB, Richard A. Mills, MBBS, PhD, Ashish Agar, MBBS, PhD, Anna Galanopoulos, MBBS, John Landers, MBBS, PhD, Paul Mitchell, MBBS, PhD, Paul R. Healey, MBBS, PhD, Stuart L. Graham, MBBS, PhD, Alex W. Hewitt, MBBS, PhD, Emmanuelle Souzeau, PhD, Mark M. Hassall, MBBS, DPhil, Sonja Klebe, MBBS, PhD, Stuart MacGregor, PhD, Puya Gharahkhani, PhD, Robert J. Casson, MBBS, DPhil, Owen M. Siggs, MD, DPhil, and Jamie E. Craig, MBBS, DPhil
- Subjects
Apolipoprotein E ,APOE ,Dementia ,Retinal Neurodegeneration ,POAG ,Ophthalmology ,RE1-994 - Abstract
Purpose: To investigate the association between the apolipoprotein E (APOE) E4 dementia-risk allele and prospective longitudinal retinal thinning in a cohort study of suspect and early manifest glaucoma. Design: Retrospective analysis of prospective cohort data. Participants: This study included all available eyes from participants recruited to the Progression Risk of Glaucoma: Relevant SNPs [single nucleotide polymorphisms] with Significant Association (PROGRESSA) study with genotyping data from which APOE genotypes could be determined. Methods: Apolipoprotein E alleles and genotypes were determined in PROGRESSA, and their distributions were compared with an age-matched and ancestrally matched normative cohort, the Blue Mountains Eye Study. Structural parameters of neuroretinal atrophy measured using spectral-domain OCT were compared within the PROGRESSA cohort on the basis of APOE E4 allele status. Main Outcome Measures: Longitudinal rates of thinning in the macular ganglion cell–inner plexiform layer (mGCIPL) complex and the peripapillary retinal nerve fiber layer (pRNFL). Results: Rates of mGCIPL complex thinning were faster in participants harboring ≥1 copies of the APOE E4 allele (β = –0.13 μm/year; P ≤0.001). This finding was strongest in eyes affected by normal-tension glaucoma (NTG; β = –0.20 μm/year; P = 0.003). Apolipoprotein E E4 allele carriers were also more likely to be lost to follow-up (P = 0.01) and to demonstrate a thinner average mGCIPL complex (70.9 μm vs. 71.9 μm; P = 0.011) and pRNFL (77.6 μm vs. 79.2 μm; P = 0.045) after a minimum of 3 years of monitoring. Conclusions: The APOE E4 allele was associated with faster rates of mCGIPL complex thinning, particularly in eyes with NTG. These results suggest that the APOE E4 allele may be a risk factor for retinal ganglion cell degeneration in glaucoma.
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- 2022
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30. Genome-wide meta-analysis identifies 127 open-angle glaucoma loci with consistent effect across ancestries
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Puya Gharahkhani, Eric Jorgenson, Pirro Hysi, Anthony P. Khawaja, Sarah Pendergrass, Xikun Han, Jue Sheng Ong, Alex W. Hewitt, Ayellet V. Segrè, John M. Rouhana, Andrew R. Hamel, Robert P. Igo, Helene Choquet, Ayub Qassim, Navya S. Josyula, Jessica N. Cooke Bailey, Pieter W. M. Bonnemaijer, Adriana Iglesias, Owen M. Siggs, Terri L. Young, Veronique Vitart, Alberta A. H. J. Thiadens, Juha Karjalainen, Steffen Uebe, Ronald B. Melles, K. Saidas Nair, Robert Luben, Mark Simcoe, Nishani Amersinghe, Angela J. Cree, Rene Hohn, Alicia Poplawski, Li Jia Chen, Shi-Song Rong, Tin Aung, Eranga Nishanthie Vithana, NEIGHBORHOOD consortium, ANZRAG consortium, Biobank Japan project, FinnGen study, UK Biobank Eye and Vision Consortium, GIGA study group, and Me Research Team, Gen Tamiya, Yukihiro Shiga, Masayuki Yamamoto, Toru Nakazawa, Hannah Currant, Ewan Birney, Xin Wang, Adam Auton, Michelle K. Lupton, Nicholas G. Martin, Adeyinka Ashaye, Olusola Olawoye, Susan E. Williams, Stephen Akafo, Michele Ramsay, Kazuki Hashimoto, Yoichiro Kamatani, Masato Akiyama, Yukihide Momozawa, Paul J. Foster, Peng T. Khaw, James E. Morgan, Nicholas G. Strouthidis, Peter Kraft, Jae H. Kang, Chi Pui Pang, Francesca Pasutto, Paul Mitchell, Andrew J. Lotery, Aarno Palotie, Cornelia van Duijn, Jonathan L. Haines, Chris Hammond, Louis R. Pasquale, Caroline C. W. Klaver, Michael Hauser, Chiea Chuen Khor, David A. Mackey, Michiaki Kubo, Ching-Yu Cheng, Jamie E. Craig, Stuart MacGregor, and Janey L. Wiggs
- Subjects
Science - Abstract
Primary open-angle glaucoma (POAG) is highly heritable, yet not well understood from a genetic perspective. Here, the authors perform a meta-analysis of genome-wide association studies in 34,179 POAG cases, identifying 44 previously unreported risk loci and mapping effects across multiple ethnicities.
- Published
- 2021
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31. A comprehensive re-assessment of the association between vitamin D and cancer susceptibility using Mendelian randomization
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Jue-Sheng Ong, Suzanne C. Dixon-Suen, Xikun Han, Jiyuan An, Esophageal Cancer Consortium, and Me Research Team, Upekha Liyanage, Jean-Cluade Dusingize, Johannes Schumacher, Ines Gockel, Anne Böhmer, Janusz Jankowski, Claire Palles, Tracy O’Mara, Amanda Spurdle, Matthew H. Law, Mark M. Iles, Paul Pharoah, Andrew Berchuck, Wei Zheng, Aaron P. Thrift, Catherine Olsen, Rachel E. Neale, Puya Gharahkhani, Penelope M. Webb, and Stuart MacGregor
- Subjects
Science - Abstract
Studies of the genetic association between vitamin D and cancer risk have typically been underpowered. Here the authors analyse this using Mendelian Randomisation with more than 70 vitamin D variants obtained from the UK Biobank and large-scale data from various consortia, confirming null associations between vitamin D and most cancers.
- Published
- 2021
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32. Genome-wide association analysis identifies TXNRD2, ATXN2 and FOXC1 as susceptibility loci for primary open-angle glaucoma
- Author
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Bailey, Jessica N Cooke, Loomis, Stephanie J, Kang, Jae H, Allingham, R Rand, Gharahkhani, Puya, Khor, Chiea Chuen, Burdon, Kathryn P, Aschard, Hugues, Chasman, Daniel I, Igo, Robert P, Hysi, Pirro G, Glastonbury, Craig A, Ashley-Koch, Allison, Brilliant, Murray, Brown, Andrew A, Budenz, Donald L, Buil, Alfonso, Cheng, Ching-Yu, Choi, Hyon, Christen, William G, Curhan, Gary, De Vivo, Immaculata, Fingert, John H, Foster, Paul J, Fuchs, Charles, Gaasterland, Douglas, Gaasterland, Terry, Hewitt, Alex W, Hu, Frank, Hunter, David J, Khawaja, Anthony P, Lee, Richard K, Li, Zheng, Lichter, Paul R, Mackey, David A, McGuffin, Peter, Mitchell, Paul, Moroi, Sayoko E, Perera, Shamira A, Pepper, Keating W, Qi, Qibin, Realini, Tony, Richards, Julia E, Ridker, Paul M, Rimm, Eric, Ritch, Robert, Ritchie, Marylyn, Schuman, Joel S, Scott, William K, Singh, Kuldev, Sit, Arthur J, Song, Yeunjoo E, Tamimi, Rulla M, Topouzis, Fotis, Viswanathan, Ananth C, Verma, Shefali Setia, Vollrath, Douglas, Wang, Jie Jin, Weisschuh, Nicole, Wissinger, Bernd, Wollstein, Gadi, Wong, Tien Y, Yaspan, Brian L, Zack, Donald J, Zhang, Kang, Study, EPIC-Norfolk Eye, Weinreb, Robert N, Pericak-Vance, Margaret A, Small, Kerrin, Hammond, Christopher J, Aung, Tin, Liu, Yutao, Vithana, Eranga N, MacGregor, Stuart, Craig, Jamie E, Kraft, Peter, Howell, Gareth, Hauser, Michael A, Pasquale, Louis R, Haines, Jonathan L, and Wiggs, Janey L
- Subjects
Biological Sciences ,Genetics ,Eye Disease and Disorders of Vision ,Neurodegenerative ,Neurosciences ,Human Genome ,Aging ,Eye ,Ataxin-2 ,Forkhead Transcription Factors ,Genetic Predisposition to Disease ,Genome-Wide Association Study ,Glaucoma ,Open-Angle ,Humans ,Polymorphism ,Single Nucleotide ,Thioredoxin Reductase 2 ,ANZRAG Consortium ,Medical and Health Sciences ,Developmental Biology ,Agricultural biotechnology ,Bioinformatics and computational biology - Abstract
Primary open-angle glaucoma (POAG) is a leading cause of blindness worldwide. To identify new susceptibility loci, we performed meta-analysis on genome-wide association study (GWAS) results from eight independent studies from the United States (3,853 cases and 33,480 controls) and investigated the most significantly associated SNPs in two Australian studies (1,252 cases and 2,592 controls), three European studies (875 cases and 4,107 controls) and a Singaporean Chinese study (1,037 cases and 2,543 controls). A meta-analysis of the top SNPs identified three new associated loci: rs35934224[T] in TXNRD2 (odds ratio (OR) = 0.78, P = 4.05 × 10(-11)) encoding a mitochondrial protein required for redox homeostasis; rs7137828[T] in ATXN2 (OR = 1.17, P = 8.73 × 10(-10)); and rs2745572[A] upstream of FOXC1 (OR = 1.17, P = 1.76 × 10(-10)). Using RT-PCR and immunohistochemistry, we show TXNRD2 and ATXN2 expression in retinal ganglion cells and the optic nerve head. These results identify new pathways underlying POAG susceptibility and suggest new targets for preventative therapies.
- Published
- 2016
33. Assessment of polygenic architecture and risk prediction based on common variants across fourteen cancers
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Yan Dora Zhang, Amber N. Hurson, Haoyu Zhang, Parichoy Pal Choudhury, Douglas F. Easton, Roger L. Milne, Jacques Simard, Per Hall, Kyriaki Michailidou, Joe Dennis, Marjanka K. Schmidt, Jenny Chang-Claude, Puya Gharahkhani, David Whiteman, Peter T. Campbell, Michael Hoffmeister, Mark Jenkins, Ulrike Peters, Li Hsu, Stephen B. Gruber, Graham Casey, Stephanie L. Schmit, Tracy A. O’Mara, Amanda B. Spurdle, Deborah J. Thompson, Ian Tomlinson, Immaculata De Vivo, Maria Teresa Landi, Matthew H. Law, Mark M. Iles, Florence Demenais, Rajiv Kumar, Stuart MacGregor, D. Timothy Bishop, Sarah V. Ward, Melissa L. Bondy, Richard Houlston, John K. Wiencke, Beatrice Melin, Jill Barnholtz-Sloan, Ben Kinnersley, Margaret R. Wrensch, Christopher I. Amos, Rayjean J. Hung, Paul Brennan, James McKay, Neil E. Caporaso, Sonja I. Berndt, Brenda M. Birmann, Nicola J. Camp, Peter Kraft, Nathaniel Rothman, Susan L. Slager, Andrew Berchuck, Paul D. P. Pharoah, Thomas A. Sellers, Simon A. Gayther, Celeste L. Pearce, Ellen L. Goode, Joellen M. Schildkraut, Kirsten B. Moysich, Laufey T. Amundadottir, Eric J. Jacobs, Alison P. Klein, Gloria M. Petersen, Harvey A. Risch, Rachel Z. Stolzenberg-Solomon, Brian M. Wolpin, Donghui Li, Rosalind A. Eeles, Christopher A. Haiman, Zsofia Kote-Jarai, Fredrick R. Schumacher, Ali Amin Al Olama, Mark P. Purdue, Ghislaine Scelo, Marlene D. Dalgaard, Mark H. Greene, Tom Grotmol, Peter A. Kanetsky, Katherine A. McGlynn, Katherine L. Nathanson, Clare Turnbull, Fredrik Wiklund, Breast Cancer Association Consortium (BCAC), Barrett’s and Esophageal Adenocarcinoma Consortium (BEACON), Colon Cancer Family Registry (CCFR), Transdisciplinary Studies of Genetic Variation in Colorectal Cancer (CORECT), Endometrial Cancer Association Consortium (ECAC), Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO), Melanoma Genetics Consortium (GenoMEL), Glioma International Case-Control Study (GICC), International Lung Cancer Consortium (ILCCO), Integrative Analysis of Lung Cancer Etiology and Risk (INTEGRAL) Consortium, International Consortium of Investigators Working on Non-Hodgkin’s Lymphoma Epidemiologic Studies (InterLymph), Ovarian Cancer Association Consortium (OCAC), Oral Cancer GWAS, Pancreatic Cancer Case-Control Consortium (PanC4), Pancreatic Cancer Cohort Consortium (PanScan), Prostate Cancer Association Group to Investigate Cancer Associated Alterations in the Genome (PRACTICAL), Renal Cancer GWAS, Testicular Cancer Consortium (TECAC), Stephen J. Chanock, Nilanjan Chatterjee, and Montserrat Garcia-Closas
- Subjects
Science - Abstract
In cancer many gene variants may contribute to disease etiology, but the impact of a given gene variant may have varied effect size. Here, the authors analyse summary statistics of genome-wide association studies from fourteen cancers, and show the utility of polygenic risk scores may vary depending on cancer type.
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- 2020
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34. Genome-wide meta-analysis identifies novel loci associated with age-related macular degeneration
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Han, Xikun, Gharahkhani, Puya, Mitchell, Paul, Liew, Gerald, Hewitt, Alex W., and MacGregor, Stuart
- Published
- 2020
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35. Meta‐analysis of Genome‐Wide Association Studies Identifies Novel Loci Associated With Optic Disc Morphology
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Springelkamp, Henriët, Mishra, Aniket, Hysi, Pirro G, Gharahkhani, Puya, Höhn, René, Khor, Chiea‐Chuen, Bailey, Jessica N Cooke, Luo, Xiaoyan, Ramdas, Wishal D, Vithana, Eranga, Koh, Victor, Yazar, Seyhan, Xu, Liang, Forward, Hannah, Kearns, Lisa S, Amin, Najaf, Iglesias, Adriana I, Sim, Kar‐Seng, Leeuwen, Elisabeth M, Demirkan, Ayse, der Lee, Sven, Loon, Seng‐Chee, Rivadeneira, Fernando, Nag, Abhishek, Sanfilippo, Paul G, Schillert, Arne, de Jong, Paulus TVM, Oostra, Ben A, Uitterlinden, André G, Hofman, Albert, Consortium, NEIGHBORHOOD, Zhou, Tiger, Burdon, Kathryn P, Spector, Timothy D, Lackner, Karl J, Saw, Seang‐Mei, Vingerling, Johannes R, Teo, Yik‐Ying, Pasquale, Louis R, Wolfs, Roger CW, Lemij, Hans G, Tai, E‐Shyong, Jonas, Jost B, Cheng, Ching‐Yu, Aung, Tin, Jansonius, Nomdo M, Klaver, Caroline CW, Craig, Jamie E, Young, Terri L, Haines, Jonathan L, MacGregor, Stuart, Mackey, David A, Pfeiffer, Norbert, Wong, Tien‐Yin, Wiggs, Janey L, Hewitt, Alex W, Duijn, Cornelia M, and Hammond, Christopher J
- Subjects
Aging ,Human Genome ,Eye Disease and Disorders of Vision ,Genetics ,Neurosciences ,Neurodegenerative ,Eye ,Asian People ,Genome-Wide Association Study ,Glaucoma ,Humans ,Optic Disk ,Optic Nerve Diseases ,Quantitative Trait Loci ,White People ,NEIGHBORHOOD Consortium ,GWAS ,cup area ,disc area ,glaucoma ,Public Health and Health Services ,Epidemiology - Abstract
Primary open-angle glaucoma is the most common optic neuropathy and an important cause of irreversible blindness worldwide. The optic nerve head or optic disc is divided in two parts: a central cup (without nerve fibers) surrounded by the neuroretinal rim (containing axons of the retinal ganglion cells). The International Glaucoma Genetics Consortium conducted a meta-analysis of genome-wide association studies consisting of 17,248 individuals of European ancestry and 6,841 individuals of Asian ancestry. The outcomes of the genome-wide association studies were disc area and cup area. These specific measurements describe optic nerve morphology in another way than the vertical cup-disc ratio, which is a clinically used measurement, and may shed light on new glaucoma mechanisms. We identified 10 new loci associated with disc area (CDC42BPA, F5, DIRC3, RARB, ABI3BP, DCAF4L2, ELP4, TMTC2, NR2F2, and HORMAD2) and another 10 new loci associated with cup area (DHRS3, TRIB2, EFEMP1, FLNB, FAM101, DDHD1, ASB7, KPNB1, BCAS3, and TRIOBP). The new genes participate in a number of pathways and future work is likely to identify more functions related to the pathogenesis of glaucoma.
- Published
- 2015
36. Correction: Genetic variation affects morphological retinal phenotypes extracted from UK Biobank optical coherence tomography images
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Hannah Currant, Pirro Hysi, Tomas W. Fitzgerald, Puya Gharahkhani, Pieter W. M. Bonnemaijer, Anne Senabouth, Alex W. Hewitt, UK Biobank Eye and Vision Consortium, International Glaucoma Genetics Consortium, Denize Atan, Tin Aung, Jason Charng, Hélène Choquet, Jamie Craig, Peng T. Khaw, Caroline C. W. Klaver, Michiaki Kubo, Jue-Sheng Ong, Louis R. Pasquale, Charles A. Reisman, Maciej Daniszewski, Joseph E. Powell, Alice Pébay, Mark J. Simcoe, Alberta A. H. J. Thiadens, Cornelia M. van Duijn, Seyhan Yazar, Eric Jorgenson, Stuart MacGregor, Chris J. Hammond, David A. Mackey, Janey L. Wiggs, Paul J. Foster, Praveen J. Patel, Ewan Birney, and Anthony P. Khawaja
- Subjects
Genetics ,QH426-470 - Published
- 2021
37. Large-scale cross-cancer fine-mapping of the 5p15.33 region reveals multiple independent signals
- Author
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Hongjie Chen, Arunabha Majumdar, Lu Wang, Siddhartha Kar, Kevin M. Brown, Helian Feng, Constance Turman, Joe Dennis, Douglas Easton, Kyriaki Michailidou, Jacques Simard, Timothy Bishop, Iona C. Cheng, Jeroen R. Huyghe, Stephanie L. Schmit, Tracy A. O’Mara, Amanda B. Spurdle, Puya Gharahkhani, Johannes Schumacher, Janusz Jankowski, Ines Gockel, Melissa L. Bondy, Richard S. Houlston, Robert B. Jenkins, Beatrice Melin, Corina Lesseur, Andy R. Ness, Brenda Diergaarde, Andrew F. Olshan, Christopher I. Amos, David C. Christiani, Maria T. Landi, James D. McKay, Myriam Brossard, Mark M. Iles, Matthew H. Law, Stuart MacGregor, Jonathan Beesley, Michelle R. Jones, Jonathan Tyrer, Stacey J. Winham, Alison P. Klein, Gloria Petersen, Donghui Li, Brian M. Wolpin, Rosalind A. Eeles, Christopher A. Haiman, Zsofia Kote-Jarai, Fredrick R. Schumacher, Paul Brennan, Stephen J. Chanock, Valerie Gaborieau, Mark P. Purdue, Paul Pharoah, Rayjean J. Hung, Laufey T. Amundadottir, Peter Kraft, Bogdan Pasaniuc, and Sara Lindström
- Subjects
cancer ,pleiotropy ,fine-mapping ,5p15.33 region ,TERT ,CLPTM1L ,Genetics ,QH426-470 - Abstract
Summary: Genome-wide association studies (GWASs) have identified thousands of cancer risk loci revealing many risk regions shared across multiple cancers. Characterizing the cross-cancer shared genetic basis can increase our understanding of global mechanisms of cancer development. In this study, we collected GWAS summary statistics based on up to 375,468 cancer cases and 530,521 controls for fourteen types of cancer, including breast (overall, estrogen receptor [ER]-positive, and ER-negative), colorectal, endometrial, esophageal, glioma, head/neck, lung, melanoma, ovarian, pancreatic, prostate, and renal cancer, to characterize the shared genetic basis of cancer risk. We identified thirteen pairs of cancers with statistically significant local genetic correlations across eight distinct genomic regions. Specifically, the 5p15.33 region, harboring the TERT and CLPTM1L genes, showed statistically significant local genetic correlations for multiple cancer pairs. We conducted a cross-cancer fine-mapping of the 5p15.33 region based on eight cancers that showed genome-wide significant associations in this region (ER-negative breast, colorectal, glioma, lung, melanoma, ovarian, pancreatic, and prostate cancer). We used an iterative analysis pipeline implementing a subset-based meta-analysis approach based on cancer-specific conditional analyses and identified ten independent cross-cancer associations within this region. For each signal, we conducted cross-cancer fine-mapping to prioritize the most plausible causal variants. Our findings provide a more in-depth understanding of the shared inherited basis across human cancers and expand our knowledge of the 5p15.33 region in carcinogenesis.
- Published
- 2021
- Full Text
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38. Meta-analysis of genome-wide association studies identifies novel loci that influence cupping and the glaucomatous process.
- Author
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Springelkamp, Henriët, Höhn, René, Mishra, Aniket, Hysi, Pirro G, Khor, Chiea-Chuen, Loomis, Stephanie J, Bailey, Jessica N Cooke, Gibson, Jane, Thorleifsson, Gudmar, Janssen, Sarah F, Luo, Xiaoyan, Ramdas, Wishal D, Vithana, Eranga, Nongpiur, Monisha E, Montgomery, Grant W, Xu, Liang, Mountain, Jenny E, Gharahkhani, Puya, Lu, Yi, Amin, Najaf, Karssen, Lennart C, Sim, Kar-Seng, van Leeuwen, Elisabeth M, Iglesias, Adriana I, Verhoeven, Virginie JM, Hauser, Michael A, Loon, Seng-Chee, Despriet, Dominiek DG, Nag, Abhishek, Venturini, Cristina, Sanfilippo, Paul G, Schillert, Arne, Kang, Jae H, Landers, John, Jonasson, Fridbert, Cree, Angela J, van Koolwijk, Leonieke ME, Rivadeneira, Fernando, Souzeau, Emmanuelle, Jonsson, Vesteinn, Menon, Geeta, Blue Mountains Eye Study—GWAS group, Weinreb, Robert N, de Jong, Paulus TVM, Oostra, Ben A, Uitterlinden, André G, Hofman, Albert, Ennis, Sarah, Thorsteinsdottir, Unnur, Burdon, Kathryn P, NEIGHBORHOOD Consortium, Wellcome Trust Case Control Consortium 2 (WTCCC2), Spector, Timothy D, Mirshahi, Alireza, Saw, Seang-Mei, Vingerling, Johannes R, Teo, Yik-Ying, Haines, Jonathan L, Wolfs, Roger CW, Lemij, Hans G, Tai, E-Shyong, Jansonius, Nomdo M, Jonas, Jost B, Cheng, Ching-Yu, Aung, Tin, Viswanathan, Ananth C, Klaver, Caroline CW, Craig, Jamie E, Macgregor, Stuart, Mackey, David A, Lotery, Andrew J, Stefansson, Kari, Bergen, Arthur AB, Young, Terri L, Wiggs, Janey L, Pfeiffer, Norbert, Wong, Tien-Yin, Pasquale, Louis R, Hewitt, Alex W, van Duijn, Cornelia M, and Hammond, Christopher J
- Subjects
Blue Mountains Eye Study—GWAS group ,NEIGHBORHOOD Consortium ,Wellcome Trust Case Control Consortium 2 ,Optic Nerve ,Optic Disk ,Humans ,Glaucoma ,Case-Control Studies ,Gene Expression Profiling ,Gene Frequency ,Genotype ,Phenotype ,Polymorphism ,Single Nucleotide ,Asian Continental Ancestry Group ,European Continental Ancestry Group ,Genome-Wide Association Study ,Polymorphism ,Single Nucleotide ,Human Genome ,Genetics ,Neurodegenerative ,Eye Disease and Disorders of Vision ,Neurosciences ,2.1 Biological and endogenous factors ,Eye - Abstract
Glaucoma is characterized by irreversible optic nerve degeneration and is the most frequent cause of irreversible blindness worldwide. Here, the International Glaucoma Genetics Consortium conducts a meta-analysis of genome-wide association studies of vertical cup-disc ratio (VCDR), an important disease-related optic nerve parameter. In 21,094 individuals of European ancestry and 6,784 individuals of Asian ancestry, we identify 10 new loci associated with variation in VCDR. In a separate risk-score analysis of five case-control studies, Caucasians in the highest quintile have a 2.5-fold increased risk of primary open-angle glaucoma as compared with those in the lowest quintile. This study has more than doubled the known loci associated with optic disc cupping and will allow greater understanding of mechanisms involved in this common blinding condition.
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- 2014
39. Gastroesophageal reflux GWAS identifies risk loci that also associate with subsequent severe esophageal diseases
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Jiyuan An, Puya Gharahkhani, Matthew H. Law, Jue-Sheng Ong, Xikun Han, Catherine M. Olsen, Rachel E. Neale, John Lai, Tom L. Vaughan, Ines Gockel, René Thieme, Anne C. Böhmer, Janusz Jankowski, Rebecca C. Fitzgerald, Johannes Schumacher, Claire Palles, BEACON, andMe Research Team, David C. Whiteman, and Stuart MacGregor
- Subjects
Science - Abstract
Gastroesophageal reflux disease (GERD) is a major risk factor for Barret’s esophagus (BE) and esophageal adenocarcinoma (EA). Here, An et al. report 25 genetic loci for GERD, many of which associate with BE and EA or with other traits such as BMI.
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- 2019
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40. Evaluation of phenotypic and molecular analysis of biofilm production in stereptococcus mutants producing dental plaque
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fatemeh gharahkhani and amirhossein momen
- Subjects
streptococcus mutans ,gtfb gene ,gtfc gene ,biofilm ,pcr ,Medicine ,Medicine (General) ,R5-920 - Abstract
Tooth decay is one of the most important problems societie. the activity of acid producing bacteria, especially Streptococcus mutans, is the main cause of this complication. The creation of the biofilms of the bacterium is subject to the presence of a specific enzyme called glucan sucrase or glucosyltransferase, coded by gtf gene. The aim of this study was to evaluate the genes of GtfB and GtfC of Streptococcus mutans in the formation of dental plaque biofilm. Material & Mthod: . In study, the biofilm was formed on a polystyrene surface using a microtiter plate and stained. In order to confirm Streptococcus mutans colonies, biochemical and fermentative tests were performed. DNA extraction from the kit of gram-positive bacteria (Cinna Pure DNA KIT-PR881614) was used to extract DNA. To evaluate the PCR product, the samples were transferred to 1% agarose gel examined staining. optimum pH and the effect of different concentrations of sucrose on bacterial growth were measured at 630 nm using spectropHotometer. Results: The results showed that out of 46 samples, 19 isolates (41.30%) had gtfB gene and 8 (17.4%) had gtfC gene. The absorbance of the biofilm produced by the samples is different and the highest absorption is 1.43. In this study, the highest growth rate of Streptococcus mutans isolated from tooth plaque was obtained at a concentration of 0.5 g / L sucrose and pH = 4.5. Conclusion: Therefore, sucrose sugar, which is commonly found in the diet, causes the growth of Streptococcus mutans
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- 2019
41. Genetic variation affects morphological retinal phenotypes extracted from UK Biobank optical coherence tomography images.
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Hannah Currant, Pirro Hysi, Tomas W Fitzgerald, Puya Gharahkhani, Pieter W M Bonnemaijer, Anne Senabouth, Alex W Hewitt, UK Biobank Eye and Vision Consortium, International Glaucoma Genetics Consortium, Denize Atan, Tin Aung, Jason Charng, Hélène Choquet, Jamie Craig, Peng T Khaw, Caroline C W Klaver, Michiaki Kubo, Jue-Sheng Ong, Louis R Pasquale, Charles A Reisman, Maciej Daniszewski, Joseph E Powell, Alice Pébay, Mark J Simcoe, Alberta A H J Thiadens, Cornelia M van Duijn, Seyhan Yazar, Eric Jorgenson, Stuart MacGregor, Chris J Hammond, David A Mackey, Janey L Wiggs, Paul J Foster, Praveen J Patel, Ewan Birney, and Anthony P Khawaja
- Subjects
Genetics ,QH426-470 - Abstract
Optical Coherence Tomography (OCT) enables non-invasive imaging of the retina and is used to diagnose and manage ophthalmic diseases including glaucoma. We present the first large-scale genome-wide association study of inner retinal morphology using phenotypes derived from OCT images of 31,434 UK Biobank participants. We identify 46 loci associated with thickness of the retinal nerve fibre layer or ganglion cell inner plexiform layer. Only one of these loci has been associated with glaucoma, and despite its clear role as a biomarker for the disease, Mendelian randomisation does not support inner retinal thickness being on the same genetic causal pathway as glaucoma. We extracted overall retinal thickness at the fovea, representative of foveal hypoplasia, with which three of the 46 SNPs were associated. We additionally associate these three loci with visual acuity. In contrast to the Mendelian causes of severe foveal hypoplasia, our results suggest a spectrum of foveal hypoplasia, in part genetically determined, with consequences on visual function.
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- 2021
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42. Effect of increased body mass index on risk of diagnosis or death from cancer
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Gharahkhani, Puya, Ong, Jue-Sheng, An, Jiyuan, Law, Matthew H., Whiteman, David C., Neale, Rachel E., and MacGregor, Stuart
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- 2019
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43. Bivariate genome-wide association analysis strengthens the role of bitter receptor clusters on chromosomes 7 and 12 in human bitter taste
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Liang-Dar Hwang, Puya Gharahkhani, Paul A. S. Breslin, Scott D. Gordon, Gu Zhu, Nicholas G. Martin, Danielle R. Reed, and Margaret J. Wright
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Human ,Taste ,Perception ,Bitter ,Receptor ,GWAS ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Human perception of bitter substances is partially genetically determined. Previously we discovered a single nucleotide polymorphism (SNP) within the cluster of bitter taste receptor genes on chromosome 12 that accounts for 5.8% of the variance in the perceived intensity rating of quinine, and we strengthened the classic association between TAS2R38 genotype and the bitterness of propylthiouracil (PROP). Here we performed a genome-wide association study (GWAS) using a 40% larger sample (n = 1999) together with a bivariate approach to detect previously unidentified common variants with small effects on bitter perception. Results We identified two signals, both with small effects (< 2%), within the bitter taste receptor clusters on chromosomes 7 and 12, which influence the perceived bitterness of denatonium benzoate and sucrose octaacetate respectively. We also provided the first independent replication for an association of caffeine bitterness on chromosome 12. Furthermore, we provided evidence for pleiotropic effects on quinine, caffeine, sucrose octaacetate and denatonium benzoate for the three SNPs on chromosome 12 and the functional importance of the SNPs for denatonium benzoate bitterness. Conclusions These findings provide new insights into the genetic architecture of bitter taste and offer a useful starting point for determining the biological pathways linking perception of bitter substances.
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- 2018
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44. Cross-ancestry genome-wide association analysis of corneal thickness strengthens link between complex and Mendelian eye diseases
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Adriana I. Iglesias, Aniket Mishra, Veronique Vitart, Yelena Bykhovskaya, René Höhn, Henriët Springelkamp, Gabriel Cuellar-Partida, Puya Gharahkhani, Jessica N. Cooke Bailey, Colin E. Willoughby, Xiaohui Li, Seyhan Yazar, Abhishek Nag, Anthony P. Khawaja, Ozren Polašek, David Siscovick, Paul Mitchell, Yih Chung Tham, Jonathan L. Haines, Lisa S. Kearns, Caroline Hayward, Yuan Shi, Elisabeth M. van Leeuwen, Kent D. Taylor, Blue Mountains Eye Study—GWAS group, Pieter Bonnemaijer, Jerome I. Rotter, Nicholas G. Martin, Tanja Zeller, Richard A. Mills, Emmanuelle Souzeau, Sandra E. Staffieri, Jost B. Jonas, Irene Schmidtmann, Thibaud Boutin, Jae H. Kang, Sionne E. M. Lucas, Tien Yin Wong, Manfred E. Beutel, James F. Wilson, NEIGHBORHOOD Consortium, Wellcome Trust Case Control Consortium 2 (WTCCC2), André G. Uitterlinden, Eranga N. Vithana, Paul J. Foster, Pirro G. Hysi, Alex W. Hewitt, Chiea Chuen Khor, Louis R. Pasquale, Grant W. Montgomery, Caroline C. W. Klaver, Tin Aung, Norbert Pfeiffer, David A. Mackey, Christopher J. Hammond, Ching-Yu Cheng, Jamie E. Craig, Yaron S. Rabinowitz, Janey L. Wiggs, Kathryn P. Burdon, Cornelia M. van Duijn, and Stuart MacGregor
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Science - Abstract
Reduced central corneal thickness (CCT) is observed in common eye diseases as well as in rare Mendelian disorders. Here, in a cross-ancestry GWAS, the authors identify 19 novel genetic loci associated with CCT, a subset of which is involved in rare corneal or connective tissue disorders.
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- 2018
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45. Author Correction: Cross-ancestry genome-wide association analysis of corneal thickness strengthens link between complex and Mendelian eye diseases
- Author
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Adriana I. Iglesias, Aniket Mishra, Veronique Vitart, Yelena Bykhovskaya, René Höhn, Henriët Springelkamp, Gabriel Cuellar-Partida, Puya Gharahkhani, Jessica N. Cooke Bailey, Colin E. Willoughby, Xiaohui Li, Seyhan Yazar, Abhishek Nag, Anthony P. Khawaja, Ozren Polašek, David Siscovick, Paul Mitchell, Yih Chung Tham, Jonathan L. Haines, Lisa S. Kearns, Caroline Hayward, Yuan Shi, Elisabeth M. van Leeuwen, Kent D. Taylor, Blue Mountains Eye Study - GWAS group, Pieter Bonnemaijer, Jerome I. Rotter, Nicholas G. Martin, Tanja Zeller, Richard A. Mills, Emmanuelle Souzeau, Sandra E. Staffieri, Jost B. Jonas, Irene Schmidtmann, Thibaud Boutin, Jae H. Kang, Sionne E. M. Lucas, Tien Yin Wong, Manfred E. Beutel, James F. Wilson, Wellcome Trust Case Control Consortium 2 (WTCCC2), NEIGHBORHOOD consortium, André G. Uitterlinden, Eranga N. Vithana, Paul J. Foster, Pirro G. Hysi, Alex W. Hewitt, Chiea Chuen Khor, Louis R. Pasquale, Grant W. Montgomery, Caroline C. W. Klaver, Tin Aung, Norbert Pfeiffer, David A. Mackey, Christopher J. Hammond, Ching-Yu Cheng, Jamie E. Craig, Yaron S. Rabinowitz, Janey L. Wiggs, Kathryn P. Burdon, Cornelia M. van Duijn, and Stuart MacGregor
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Science - Abstract
Emmanuelle Souzeau, who contributed to analysis of data, was inadvertently omitted from the author list in the originally published version of this Article. This has now been corrected in both the PDF and HTML versions of the Article.
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- 2019
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46. Author Correction: Understanding the role of bitter taste perception in coffee, tea and alcohol consumption through Mendelian randomization
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Ong, Jue-Sheng, Hwang, Liang-Dar, Zhong, Victor W., An, Jiyuan, Gharahkhani, Puya, Breslin, Paul A. S., Wright, Margaret J., Lawlor, Deborah A., Whitfield, John, MacGregor, Stuart, Martin, Nicholas G., and Cornelis, Marilyn C.
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- 2020
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47. Genome-wide association study of intraocular pressure uncovers new pathways to glaucoma
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MacGregor, Stuart, Ong, Jue-Sheng, An, Jiyuan, Han, Xikun, Zhou, Tiger, Siggs, Owen M., Law, Matthew H., Souzeau, Emmanuelle, Sharma, Shiwani, Lynn, David J., Beesley, Jonathan, Sheldrick, Bronwyn, Mills, Richard A., Landers, John, Ruddle, Jonathan B., Graham, Stuart L., Healey, Paul R., White, Andrew J. R., Casson, Robert J., Best, Stephen, Grigg, John R, Goldberg, Ivan, Powell, Joseph E., Whiteman, David C., Radford-Smith, Graham L., Martin, Nicholas G., Montgomery, Grant W., Burdon, Kathryn P., Mackey, David A., Gharahkhani, Puya, Craig, Jamie E., and Hewitt, Alex W.
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- 2018
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48. Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error
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Tedja, Milly S., Wojciechowski, Robert, Hysi, Pirro G., Eriksson, Nicholas, Furlotte, Nicholas A., Verhoeven, Virginie J. M., Iglesias, Adriana I., Meester-Smoor, Magda A., Tompson, Stuart W., Fan, Qiao, Khawaja, Anthony P., Cheng, Ching-Yu, Höhn, René, Yamashiro, Kenji, Wenocur, Adam, Grazal, Clare, Haller, Toomas, Metspalu, Andres, Wedenoja, Juho, Jonas, Jost B., Wang, Ya Xing, Xie, Jing, Mitchell, Paul, Foster, Paul J., Klein, Barbara E. K., Klein, Ronald, Paterson, Andrew D., Hosseini, S. Mohsen, Shah, Rupal L., Williams, Cathy, Teo, Yik Ying, Tham, Yih Chung, Gupta, Preeti, Zhao, Wanting, Shi, Yuan, Saw, Woei-Yuh, Tai, E-Shyong, Sim, Xue Ling, Huffman, Jennifer E., Polašek, Ozren, Hayward, Caroline, Bencic, Goran, Rudan, Igor, Wilson, James F., The CREAM Consortium, 23andMe Research Team, UK Biobank Eye and Vision Consortium, Joshi, Peter K., Tsujikawa, Akitaka, Matsuda, Fumihiko, Whisenhunt, Kristina N., Zeller, Tanja, van der Spek, Peter J., Haak, Roxanna, Meijers-Heijboer, Hanne, van Leeuwen, Elisabeth M., Iyengar, Sudha K., Lass, Jonathan H., Hofman, Albert, Rivadeneira, Fernando, Uitterlinden, André G., Vingerling, Johannes R., Lehtimäki, Terho, Raitakari, Olli T., Biino, Ginevra, Concas, Maria Pina, Schwantes-An, Tae-Hwi, Igo, Jr, Robert P., Cuellar-Partida, Gabriel, Martin, Nicholas G., Craig, Jamie E., Gharahkhani, Puya, Williams, Katie M., Nag, Abhishek, Rahi, Jugnoo S., Cumberland, Phillippa M., Delcourt, Cécile, Bellenguez, Céline, Ried, Janina S., Bergen, Arthur A., Meitinger, Thomas, Gieger, Christian, Wong, Tien Yin, Hewitt, Alex W., Mackey, David A., Simpson, Claire L., Pfeiffer, Norbert, Pärssinen, Olavi, Baird, Paul N., Vitart, Veronique, Amin, Najaf, van Duijn, Cornelia M., Bailey-Wilson, Joan E., Young, Terri L., Saw, Seang-Mei, Stambolian, Dwight, MacGregor, Stuart, Guggenheim, Jeremy A., Tung, Joyce Y., Hammond, Christopher J., and Klaver, Caroline C. W.
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- 2018
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49. Height and overall cancer risk and mortality: evidence from a Mendelian randomisation study on 310,000 UK Biobank participants
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Ong, Jue-Sheng, An, Jiyuan, Law, Matthew H., Whiteman, David C., Neale, Rachel E., Gharahkhani, Puya, and MacGregor, Stuart
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- 2018
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50. Understanding the role of bitter taste perception in coffee, tea and alcohol consumption through Mendelian randomization
- Author
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Ong, Jue-Sheng, Hwang, Liang-Dar, Zhong, Victor W., An, Jiyuan, Gharahkhani, Puya, Breslin, Paul A. S., Wright, Margaret J., Lawlor, Deborah A., Whitfield, John, MacGregor, Stuart, Martin, Nicholas G., and Cornelis, Marilyn C.
- Published
- 2018
- Full Text
- View/download PDF
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