Person: Buring, Julie
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Publication Selectivity in Genetic Association with Sub-classified Migraine in Women
(Public Library of Science, 2014) Chasman, Daniel; Anttila, Verneri; Buring, Julie; Ridker, Paul; Schürks, Markus; Kurth, TobiasMigraine can be sub-classified not only according to presence of migraine aura (MA) or absence of migraine aura (MO), but also by additional features accompanying migraine attacks, e.g. photophobia, phonophobia, nausea, etc. all of which are formally recognized by the International Classification of Headache Disorders. It remains unclear how aura status and the other migraine features may be related to underlying migraine pathophysiology. Recent genome-wide association studies (GWAS) have identified 12 independent loci at which single nucleotide polymorphisms (SNPs) are associated with migraine. Using a likelihood framework, we explored the selective association of these SNPs with migraine, sub-classified according to aura status and the other features in a large population-based cohort of women including 3,003 active migraineurs and 18,108 free of migraine. Five loci met stringent significance for association with migraine, among which four were selective for sub-classified migraine, including rs11172113 (LRP1) for MO. The number of loci associated with migraine increased to 11 at suggestive significance thresholds, including five additional selective associations for MO but none for MA. No two SNPs showed similar patterns of selective association with migraine characteristics. At one extreme, SNPs rs6790925 (near TGFBR2) and rs2274316 (MEF2D) were not associated with migraine overall, MA, or MO but were selective for migraine sub-classified by the presence of one or more of the additional migraine features. In contrast, SNP rs7577262 (TRPM8) was associated with migraine overall and showed little or no selectivity for any of the migraine characteristics. The results emphasize the multivalent nature of migraine pathophysiology and suggest that a complete understanding of the genetic influence on migraine may benefit from analyses that stratify migraine according to both aura status and the additional diagnostic features used for clinical characterization of migraine.
Publication Genome-wide association meta-analysis of fish and EPA+DHA consumption in 17 US and European cohorts
(Public Library of Science, 2017) Mozaffarian, Dariush; Dashti, Hassan S; Wojczynski, Mary K; Chu, Audrey Y; Nettleton, Jennifer A; Männistö, Satu; Kristiansson, Kati; Reedik, Mägi; Lahti, Jari; Houston, Denise K; Cornelis, Marilyn C; van Rooij, Frank J. A; Dimitriou, Maria; Kanoni, Stavroula; Mikkilä, Vera; Steffen, Lyn M; de Oliveira Otto, Marcia C; Qi, Lu; Psaty, Bruce; Djousse, Luc; Rotter, Jerome I; Harald, Kennet; Perola, Markus; Rissanen, Harri; Jula, Antti; Krista, Fischer; Mihailov, Evelin; Feitosa, Mary F; Ngwa, Julius S; Xue, Luting; Jacques, Paul F; Perälä, Mia-Maria; Palotie, Aarno; Liu, Yongmei; Nalls, Nike A; Ferrucci, Luigi; Hernandez, Dena; Manichaikul, Ani; Tsai, Michael Y; Kiefte-de Jong, Jessica C; Hofman, Albert; Uitterlinden, André G; Rallidis, Loukianos; Ridker, Paul; Rose, Lynda M; Buring, Julie; Lehtimäki, Terho; Kähönen, Mika; Viikari, Jorma; Lemaitre, Rozenn; Salomaa, Veikko; Knekt, Paul; Metspalu, Andres; Borecki, Ingrid B; Cupples, L. Adrienne; Eriksson, Johan G; Kritchevsky, Stephen B; Bandinelli, Stefania; Siscovick, David; Franco, Oscar H; Deloukas, Panos; Dedoussis, George; Chasman, Daniel; Raitakari, Olli; Tanaka, ToshikoBackground: Regular fish and omega-3 consumption may have several health benefits and are recommended by major dietary guidelines. Yet, their intakes remain remarkably variable both within and across populations, which could partly owe to genetic influences. Objective: To identify common genetic variants that influence fish and dietary eicosapentaenoic acid plus docosahexaenoic acid (EPA+DHA) consumption. Design: We conducted genome-wide association (GWA) meta-analysis of fish (n = 86,467) and EPA+DHA (n = 62,265) consumption in 17 cohorts of European descent from the CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology) Consortium Nutrition Working Group. Results from cohort-specific GWA analyses (additive model) for fish and EPA+DHA consumption were adjusted for age, sex, energy intake, and population stratification, and meta-analyzed separately using fixed-effect meta-analysis with inverse variance weights (METAL software). Additionally, heritability was estimated in 2 cohorts. Results: Heritability estimates for fish and EPA+DHA consumption ranged from 0.13–0.24 and 0.12–0.22, respectively. A significant GWA for fish intake was observed for rs9502823 on chromosome 6: each copy of the minor allele (FreqA = 0.015) was associated with 0.029 servings/day (~1 serving/month) lower fish consumption (P = 1.96x10-8). No significant association was observed for EPA+DHA, although rs7206790 in the obesity-associated FTO gene was among top hits (P = 8.18x10-7). Post-hoc calculations demonstrated 95% statistical power to detect a genetic variant associated with effect size of 0.05% for fish and 0.08% for EPA+DHA. Conclusions: These novel findings suggest that non-genetic personal and environmental factors are principal determinants of the remarkable variation in fish consumption, representing modifiable targets for increasing intakes among all individuals. Genes underlying the signal at rs72838923 and mechanisms for the association warrant further investigation.