@article {6607, title = {The challenges of genome-wide interaction studies: lessons to learn from the analysis of HDL blood levels.}, journal = {PLoS One}, volume = {9}, year = {2014}, month = {2014}, pages = {e109290}, abstract = {

Genome-wide association studies (GWAS) have revealed 74 single nucleotide polymorphisms (SNPs) associated with high-density lipoprotein cholesterol (HDL) blood levels. This study is, to our knowledge, the first genome-wide interaction study (GWIS) to identify SNP{\texttimes}SNP interactions associated with HDL levels. We performed a GWIS in the Rotterdam Study (RS) cohort I (RS-I) using the GLIDE tool which leverages the massively parallel computing power of Graphics Processing Units (GPUs) to perform linear regression on all genome-wide pairs of SNPs. By performing a meta-analysis together with Rotterdam Study cohorts II and III (RS-II and RS-III), we were able to filter 181 interaction terms with a p-value<1 {\textperiodcentered} 10-8 that replicated in the two independent cohorts. We were not able to replicate any of these interaction term in the AGES, ARIC, CHS, ERF, FHS and NFBC-66 cohorts (Ntotal = 30,011) when adjusting for multiple testing. Our GWIS resulted in the consistent finding of a possible interaction between rs774801 in ARMC8 (ENSG00000114098) and rs12442098 in SPATA8 (ENSG00000185594) being associated with HDL levels. However, p-values do not reach the preset Bonferroni correction of the p-values. Our study suggest that even for highly genetically determined traits such as HDL the sample sizes needed to detect SNP{\texttimes}SNP interactions are large and the 2-step filtering approaches do not yield a solution. Here we present our analysis plan and our reservations concerning GWIS.

}, keywords = {Cholesterol, HDL, Female, Genome-Wide Association Study, Humans, Male, Middle Aged, Polymorphism, Single Nucleotide}, issn = {1932-6203}, doi = {10.1371/journal.pone.0109290}, author = {van Leeuwen, Elisabeth M and Smouter, Fran{\c c}oise A S and Kam-Thong, Tony and Karbalai, Nazanin and Smith, Albert V and Harris, Tamara B and Launer, Lenore J and Sitlani, Colleen M and Li, Guo and Brody, Jennifer A and Bis, Joshua C and White, Charles C and Jaiswal, Alok and Oostra, Ben A and Hofman, Albert and Rivadeneira, Fernando and Uitterlinden, Andr{\'e} G and Boerwinkle, Eric and Ballantyne, Christie M and Gudnason, Vilmundur and Psaty, Bruce M and Cupples, L Adrienne and Jarvelin, Marjo-Riitta and Ripatti, Samuli and Isaacs, Aaron and M{\"u}ller-Myhsok, Bertram and Karssen, Lennart C and van Duijn, Cornelia M} } @article {6325, title = {Common variation in fatty acid metabolic genes and risk of incident sudden cardiac arrest.}, journal = {Heart Rhythm}, volume = {11}, year = {2014}, month = {2014 Mar}, pages = {471-7}, abstract = {

BACKGROUND: There is limited information on genetic factors associated with sudden cardiac arrest (SCA).

OBJECTIVE: To assess the association of common variation in genes in fatty acid pathways with SCA risk.

METHODS: We selected 85 candidate genes and 1155 single nucleotide polymorphisms (SNPs) tagging common variation in each gene. We investigated the SNP associations with SCA in a population-based case-control study. Cases (n = 2160) were from a repository of SCA in the greater Seattle area. Controls (n = 2615), frequency-matched on age and sex, were from the same area. We used linear logistic regression to examine SNP associations with SCA. We performed permutation-based p-min tests to account for multiple comparisons within each gene. The SNP associations with a corrected P value of <.05 were then examined in a meta-analysis of these SNP associations in 9 replication studies totaling 2129 SCA cases and 23,833 noncases.

RESULTS: Eight SNPs in or near 8 genes were associated with SCA risk in the discovery study, one of which was nominally significant in the replication phase (rs7737692, minor allele frequency 36\%, near the LPCAT1 gene). For each copy of the minor allele, rs7737692 was associated with 13\% lower SCA risk (95\% confidence interval -21\% to -5\%) in the discovery phase and 9\% lower SCA risk (95\% confidence interval -16\% to -1\%) in the replication phase.

CONCLUSIONS: While none of the associations reached significance with Bonferroni correction, a common genetic variant near LPCAT1, a gene involved in the remodeling of phospholipids, was nominally associated with incident SCA risk. Further study is needed to validate this observation.

}, keywords = {1-Acylglycerophosphocholine O-Acyltransferase, Aged, Algorithms, Alleles, Case-Control Studies, Death, Sudden, Cardiac, Fatty Acids, Female, Genetic Predisposition to Disease, Genetic Variation, Genotype, Humans, Male, Polymorphism, Single Nucleotide, Risk Factors}, issn = {1556-3871}, doi = {10.1016/j.hrthm.2014.01.008}, author = {Lemaitre, Rozenn N and Johnson, Catherine O and Hesselson, Stephanie and Sotoodehnia, Nona and Sotoodhenia, Nona and McKnight, Barbara and Sitlani, Colleen M and Rea, Thomas D and King, Irena B and Kwok, Pui-Yan and Mak, Angel and Li, Guo and Brody, Jennifer and Larson, Eric and Mozaffarian, Dariush and Psaty, Bruce M and Huertas-Vazquez, Adriana and Tardif, Jean-Claude and Albert, Christine M and Lyytik{\"a}inen, Leo-Pekka and Arking, Dan E and K{\"a}{\"a}b, Stefan and Huikuri, Heikki V and Krijthe, Bouwe P and Eijgelsheim, Mark and Wang, Ying A and Reinier, Kyndaron and Lehtim{\"a}ki, Terho and Pulit, Sara L and Brugada, Ramon and M{\"u}ller-Nurasyid, Martina and Newton-Cheh, Chris H and Karhunen, Pekka J and Stricker, Bruno H and Goyette, Philippe and Rotter, Jerome I and Chugh, Sumeet S and Chakravarti, Aravinda and Jouven, Xavier and Siscovick, David S} } @article {7919, title = {Circulating Very Long-Chain Saturated Fatty Acids and Heart Failure: The Cardiovascular Health Study.}, journal = {J Am Heart Assoc}, volume = {7}, year = {2018}, month = {2018 Nov 06}, pages = {e010019}, abstract = {

Background Circulating very-long-chain saturated fatty acids ( VLSFAs ) are integrated biomarkers of diet and metabolism that may point to new risk pathways and potential targets for heart failure ( HF ) prevention. The associations of VLSFA to HF in humans are not known. Methods and Results Using a cohort study design, we studied the associations of serially measured plasma phospholipid VLSFA with incident HF in the Cardiovascular Health Study. We investigated the associations of time-varying levels of the 3 major circulating VLSFAs , lignoceric acid (24:0), behenic acid (22:0), and arachidic acid (20:0), with the risk of incident HF using Cox regression. During 45030 person-years among 4249 participants, we identified 1304 cases of incident HF , including 489 with preserved and 310 with reduced ejection fraction. Adjusting for major HF risk factors and other circulating fatty acids, higher levels of each VLSFAs were associated with lower risk of incident HF ( P trend<=0.0007 each). The hazard ratio comparing the highest quintile to the lowest quintile was 0.67 (95\% confidence interval, 0.55-0.81) for 24:0, 0.72 (95\% confidence interval, 0.60-0.87) for 22:0 and 0.72 (95\% confidence interval, 0.59-0.88) for 20:0. The associations were similar in subgroups defined by sex, age, body mass index, coronary heart disease, and diabetes mellitus. Among those with ejection fraction data, the associations appeared similar for those with preserved and with reduced ejection fraction. Conclusions Higher levels of circulating VLSFAs are associated with lower risk of incident HF in older adults. These novel associations should prompt further research on the role of VLSFA in HF , including relevant new risk pathways. Clinical Trial Registration URL : https://www.clinicaltrials.gov . Unique identifier: NCT 00005133.

}, issn = {2047-9980}, doi = {10.1161/JAHA.118.010019}, author = {Lemaitre, Rozenn N and McKnight, Barbara and Sotoodehnia, Nona and Fretts, Amanda M and Qureshi, Waqas T and Song, Xiaoling and King, Irena B and Sitlani, Colleen M and Siscovick, David S and Psaty, Bruce M and Mozaffarian, Dariush} } @article {7801, title = {Common and Rare Coding Genetic Variation Underlying the Electrocardiographic PR Interval.}, journal = {Circ Genom Precis Med}, volume = {11}, year = {2018}, month = {2018 May}, pages = {e002037}, abstract = {

BACKGROUND: Electrical conduction from the cardiac sinoatrial node to the ventricles is critical for normal heart function. Genome-wide association studies have identified more than a dozen common genetic loci that are associated with PR interval. However, it is unclear whether rare and low-frequency variants also contribute to PR interval heritability.

METHODS: We performed large-scale meta-analyses of the PR interval that included 83 367 participants of European ancestry and 9436 of African ancestry. We examined both common and rare variants associated with the PR interval.

RESULTS: We identified 31 genetic loci that were significantly associated with PR interval after Bonferroni correction (<1.2{\texttimes}10), including 11 novel loci that have not been reported previously. Many of these loci are involved in heart morphogenesis. In gene-based analysis, we found that multiple rare variants at (=5.9{\texttimes}10) and (=1.1{\texttimes}10) were associated with PR interval. locus also was implicated in the common variant analysis, whereas was a novel locus.

CONCLUSIONS: We identified common variants at 11 novel loci and rare variants within 2 gene regions that were significantly associated with PR interval. Our findings provide novel insights to the current understanding of atrioventricular conduction, which is critical for cardiac activity and an important determinant of health.

}, issn = {2574-8300}, doi = {10.1161/CIRCGEN.117.002037}, author = {Lin, Honghuang and van Setten, Jessica and Smith, Albert V and Bihlmeyer, Nathan A and Warren, Helen R and Brody, Jennifer A and Radmanesh, Farid and Hall, Leanne and Grarup, Niels and M{\"u}ller-Nurasyid, Martina and Boutin, Thibaud and Verweij, Niek and Lin, Henry J and Li-Gao, Ruifang and van den Berg, Marten E and Marten, Jonathan and Weiss, Stefan and Prins, Bram P and Haessler, Jeffrey and Lyytik{\"a}inen, Leo-Pekka and Mei, Hao and Harris, Tamara B and Launer, Lenore J and Li, Man and Alonso, Alvaro and Soliman, Elsayed Z and Connell, John M and Huang, Paul L and Weng, Lu-Chen and Jameson, Heather S and Hucker, William and Hanley, Alan and Tucker, Nathan R and Chen, Yii-Der Ida and Bis, Joshua C and Rice, Kenneth M and Sitlani, Colleen M and Kors, Jan A and Xie, Zhijun and Wen, Chengping and Magnani, Jared W and Nelson, Christopher P and Kanters, J{\o}rgen K and Sinner, Moritz F and Strauch, Konstantin and Peters, Annette and Waldenberger, Melanie and Meitinger, Thomas and Bork-Jensen, Jette and Pedersen, Oluf and Linneberg, Allan and Rudan, Igor and de Boer, Rudolf A and van der Meer, Peter and Yao, Jie and Guo, Xiuqing and Taylor, Kent D and Sotoodehnia, Nona and Rotter, Jerome I and Mook-Kanamori, Dennis O and Trompet, Stella and Rivadeneira, Fernando and Uitterlinden, Andre and Eijgelsheim, Mark and Padmanabhan, Sandosh and Smith, Blair H and V{\"o}lzke, Henry and Felix, Stephan B and Homuth, Georg and V{\"o}lker, Uwe and Mangino, Massimo and Spector, Timothy D and Bots, Michiel L and Perez, Marco and K{\"a}h{\"o}nen, Mika and Raitakari, Olli T and Gudnason, Vilmundur and Arking, Dan E and Munroe, Patricia B and Psaty, Bruce M and van Duijn, Cornelia M and Benjamin, Emelia J and Rosand, Jonathan and Samani, Nilesh J and Hansen, Torben and K{\"a}{\"a}b, Stefan and Polasek, Ozren and van der Harst, Pim and Heckbert, Susan R and Jukema, J Wouter and Stricker, Bruno H and Hayward, Caroline and D{\"o}rr, Marcus and Jamshidi, Yalda and Asselbergs, Folkert W and Kooperberg, Charles and Lehtim{\"a}ki, Terho and Wilson, James G and Ellinor, Patrick T and Lubitz, Steven A and Isaacs, Aaron} } @article {7802, title = {Common Coding Variants in Are Associated With the Nav1.8 Late Current and Cardiac Conduction.}, journal = {Circ Genom Precis Med}, volume = {11}, year = {2018}, month = {2018 May}, pages = {e001663}, abstract = {

BACKGROUND: Genetic variants at the / locus are strongly associated with electrocardiographic PR and QRS intervals. While is the canonical cardiac sodium channel gene, the role of in cardiac conduction is less well characterized.

METHODS: We sequenced the locus in 3699 European-ancestry individuals to identify variants associated with cardiac conduction, and replicated our findings in 21,000 individuals of European ancestry. We examined association with expression in human atrial tissue. We explored the biophysical effect of variation on channel function using cellular electrophysiology.

RESULTS: We identified 2 intronic single nucleotide polymorphisms in high linkage disequilibrium ( =0.86) with each other to be the strongest signals for PR (rs10428132, β=-4.74, =1.52{\texttimes}10) and QRS intervals (rs6599251, QRS β=-0.73; =1.2{\texttimes}10), respectively. Although these variants were not associated with or expression in human atrial tissue (n=490), they were in high linkage disequilibrium ( >=0.72) with a common missense variant, rs6795970 (V1073A). In total, we identified 7 missense variants, 4 of which (I962V, P1045T, V1073A, and L1092P) were associated with cardiac conduction. These 4 missense variants cluster in the cytoplasmic linker of the second and third domains of the SCN10A protein and together form 6 common haplotypes. Using cellular electrophysiology, we found that haplotypes associated with shorter PR intervals had a significantly larger percentage of late current compared with wild-type (I962V+V1073A+L1092P, 20.2{\textpm}3.3\%, =0.03, and I962V+V1073A, 22.4{\textpm}0.8\%, =0.0004 versus wild-type 11.7{\textpm}1.6\%), and the haplotype associated with the longest PR interval had a significantly smaller late current percentage (P1045T, 6.4{\textpm}1.2\%, =0.03).

CONCLUSIONS: Our findings suggest an association between genetic variation in , the late sodium current, and alterations in cardiac conduction.

}, issn = {2574-8300}, doi = {10.1161/CIRCGEN.116.001663}, author = {Macri, Vincenzo and Brody, Jennifer A and Arking, Dan E and Hucker, William J and Yin, Xiaoyan and Lin, Honghuang and Mills, Robert W and Sinner, Moritz F and Lubitz, Steven A and Liu, Ching-Ti and Morrison, Alanna C and Alonso, Alvaro and Li, Ning and Fedorov, Vadim V and Janssen, Paul M and Bis, Joshua C and Heckbert, Susan R and Dolmatova, Elena V and Lumley, Thomas and Sitlani, Colleen M and Cupples, L Adrienne and Pulit, Sara L and Newton-Cheh, Christopher and Barnard, John and Smith, Jonathan D and Van Wagoner, David R and Chung, Mina K and Vlahakes, Gus J and O{\textquoteright}Donnell, Christopher J and Rotter, Jerome I and Margulies, Kenneth B and Morley, Michael P and Cappola, Thomas P and Benjamin, Emelia J and Muzny, Donna and Gibbs, Richard A and Jackson, Rebecca D and Magnani, Jared W and Herndon, Caroline N and Rich, Stephen S and Psaty, Bruce M and Milan, David J and Boerwinkle, Eric and Mohler, Peter J and Sotoodehnia, Nona and Ellinor, Patrick T} } @article {8632, title = {Coagulation factor VIII, white matter hyperintensities and cognitive function: Results from the Cardiovascular Health Study.}, journal = {PLoS One}, volume = {15}, year = {2020}, month = {2020}, pages = {e0242062}, abstract = {

OBJECTIVE: To investigate the relationship between high FVIII clotting activity (FVIII:C), MRI-defined white matter hyperintensities (WMH) and cognitive function over time.

METHODS: Data from the population-based Cardiovascular Health Study (n = 5,888, aged >=65) were used. FVIII:C was measured in blood samples taken at baseline. WMH burden was assessed on two cranial MRI scans taken roughly 5 years apart. Cognitive function was assessed annually using the Modified Mini-Mental State Examination (3MSE) and Digit Symbol Substitution Test (DSST). We used ordinal logistic regression models adjusted for demographic and cardiovascular factors in cross-sectional and longitudinal WMH analyses, and adjusted linear regression and linear mixed models in the analyses of cognitive function.

RESULTS: After adjustment for confounding, higher levels of FVIII:C were not strongly associated with the burden of WMH on the initial MRI scan (OR>p75 = 1.20, 95\% CI 0.99-1.45; N = 2,735) nor with WMH burden worsening over time (OR>p75 = 1.18, 95\% CI 0.87-1.59; N = 1,527). High FVIII:C showed no strong association with cognitive scores cross-sectionally (3MSE>p75 β = -0.06, 95\%CI -0.45 to 0.32, N = 4,005; DSST>p75 β = -0.69, 95\%CI -1.52 to 0.13, N = 3,954) or over time (3MSE>p75 β = -0.07,95\% CI -0.58 to 0.44, N = 2,764; DSST>p75 β = -0.22, 95\% CI -0.97 to 0.53, N = 2,306) after confounding adjustment.

INTERPRETATION: The results from this cohort study of older adult participants indicate no strong relationships between higher FVIII:C levels and WMH burden or cognitive function in cross-sectional and longitudinal analyses.

}, keywords = {Aged, Blood Coagulation, Cognition, Cross-Sectional Studies, Factor VIII, Female, Humans, Logistic Models, Longitudinal Studies, Magnetic Resonance Imaging, Male, Mental Status and Dementia Tests, Up-Regulation, White Matter}, issn = {1932-6203}, doi = {10.1371/journal.pone.0242062}, author = {Rohmann, Jessica L and Longstreth, W T and Cushman, Mary and Fitzpatrick, Annette L and Heckbert, Susan R and Rice, Kenneth and Rosendaal, Frits R and Sitlani, Colleen M and Psaty, Bruce M and Siegerink, Bob} } @article {8910, title = {Circulating Ceramides and Sphingomyelins and Risk of Mortality: The Cardiovascular Health Study.}, journal = {Clin Chem}, volume = {67}, year = {2021}, month = {2021 Nov 26}, pages = {1650-1659}, abstract = {

BACKGROUND: Recent studies suggest that associations of ceramides (Cer) and sphingomyelins (SM) with health outcomes differ according to the fatty acid acylated to the sphingoid backbone. The purpose of this study was to assess associations of Cer and SM species with mortality.

METHODS: The study population included participants from the Cardiovascular Health Study (CHS), a community-based cohort of adults aged >=65 years who were followed from 1992-2015 (n = 4612). Associations of plasma Cer and SM species carrying long-chain (i.e., 16:0) and very-long-chain (i.e., 20:0, 22:0, 24:0) saturated fatty acids with mortality were assessed using Cox proportional hazards models.

RESULTS: During a median follow-up of 10.2 years, 4099 deaths occurred. High concentrations of Cer and SM carrying fatty acid 16:0 were each associated with an increased risk of mortality. Conversely, high concentrations of several ceramide and sphingomyelin species carrying longer fatty acids were each associated with a decreased risk of mortality. The hazard ratios for total mortality per 2-fold difference in each Cer and SM species were: 1.89 (95\% CI), 1.65-2.17 for Cer-16, 0.79 (95\% CI, 0.70-0.88) for Cer-22, 0.74 (95\% CI, 0.65-0.84) for Cer-24, 2.51 (95\% CI, 2.01-3.14) for SM-16, 0.68 (95\% CI, 0.58-0.79) for SM-20, 0.57 (95\% CI, 0.49-0.67) for SM-22, and 0.66 (0.57-0.75) for SM-24. We found no association of Cer-20 with risk of death.

CONCLUSIONS: Associations of Cer and SM with the risk of death differ according to the length of their acylated saturated fatty acid. Future studies are needed to explore mechanisms underlying these relationships.

}, issn = {1530-8561}, doi = {10.1093/clinchem/hvab182}, author = {Fretts, Amanda M and Jensen, Paul N and Hoofnagle, Andrew N and McKnight, Barbara and Sitlani, Colleen M and Siscovick, David S and King, Irena B and Psaty, Bruce M and Sotoodehnia, Nona and Lemaitre, Rozenn N} } @article {9240, title = {Circulating differentiated and senescent lymphocyte subsets and incident diabetes risk in older adults: The Cardiovascular Health Study.}, journal = {Endocrinol Diabetes Metab}, volume = {6}, year = {2023}, month = {2023 Jan}, pages = {e384}, abstract = {

INTRODUCTION: Cellular senescence is a feature of aging implicated in the pathophysiology of diabetes mellitus (DM). Whether senescent lymphocytes are associated with the future occurrence of DM is uncertain.

METHODS: We used cryopreserved peripheral blood mononuclear cells collected from 1860 Cardiovascular Health Study participants (average age 80.2 years) and flow cytometry immunophenotyping to evaluate the longitudinal relationships of naive (CD45RA ), memory (CD45RO ), senescent (CD28 ), and T effector memory RA (TEMRA) (CD28 CD57 CD45RA ) CD4 and CD8 T cells, and memory B cells (CD19 CD27 ), with the risk of incident DM. In exploratory analyses we evaluated the relationships of 13 additional innate lymphocyte and CD4 and CD8 subsets with incident DM risk.

RESULTS: Over a median follow-up time of 8.9 years, 155 cases of incident DM occurred. In Cox models adjusted for demographic variables (age, sex, race, study site and flow cytometry analytical batch) or diabetes risk factors (demographic variables plus education, body mass index, smoking status, alcohol use, systolic blood pressure, hypertension medication use and physical activity), no significant associations were observed for any CD4 , CD8 or CD19 cell phenotypes with incident DM.

CONCLUSIONS: These results suggest the frequencies of naive, memory and senescent T cells and memory B cells are not strongly associated with incident DM risk in older adults.

}, keywords = {CD28 Antigens, CD8-Positive T-Lymphocytes, Cellular Senescence, Diabetes Mellitus, Leukocytes, Mononuclear, Lymphocyte Subsets}, issn = {2398-9238}, doi = {10.1002/edm2.384}, author = {Olson, Nels C and Doyle, Margaret F and B{\r u}zkov{\'a}, Petra and Huber, Sally A and de Boer, Ian H and Sitlani, Colleen M and Tracy, Russell P and Psaty, Bruce M and Mukamal, Kenneth J and Delaney, Joseph A} }