@article {8566,
	title = {{Gene-gene Interaction Analyses for Atrial Fibrillation},
	journal = {Sci Rep},
	volume = {6},
	year = {2016},
	month = {11},
	pages = {35371},
	abstract = {{Atrial fibrillation (AF) is a heritable disease that affects more than thirty million individuals worldwide. Extensive efforts have been devoted to the study of genetic determinants of AF. The objective of our study is to examine the effect of gene-gene interaction on AF susceptibility. We performed a large-scale association analysis of gene-gene interactions with AF in 8,173 AF cases, and 65,237 AF-free referents collected from 15 studies for discovery. We examined putative interactions between genome-wide SNPs and 17 known AF-related SNPs. The top interactions were then tested for association in an independent cohort for replication, which included more than 2,363 AF cases and 114,746 AF-free referents. One interaction, between rs7164883 at the HCN4 locus and rs4980345 at the SLC28A1 locus, was found to be significantly associated with AF in the discovery cohorts (interaction OR = 1.44, 95\% CI: 1.27-1.65},
	author = {Lin, H. and Mueller-Nurasyid, M. and Smith, A. V. and Arking, D. E. and Barnard, J. and Bartz, T. M. and Lunetta, K. L. and Lohman, K. and Kleber, M. E. and Lubitz, S. A. and Geelhoed, B. and Trompet, S. and Niemeijer, M. N. and Kacprowski, T. and Chasman, D. I. and Klarin, D. and Sinner, M. F. and Waldenberger, M. and Meitinger, T. and Harris, T. B. and Launer, L. J. and Soliman, E. Z. and Chen, L. Y. and Smith, J. D. and Van Wagoner, D. R. and Rotter, J. I. and Psaty, B. M. and Xie, Z. and Hendricks, A. E. and Ding, J. and Delgado, G. E. and Verweij, N. and van der Harst, P. and Macfarlane, P. W. and Ford, I. and Hofman, A. and Uitterlinden, A. and Heeringa, J. and Franco, O. H. and Kors, J. A. and Weiss, S. and V?lzke, H. and Rose, L. M. and Natarajan, P. and Kathiresan, S. and K??b, S. and Gudnason, V. and Alonso, A. and Chung, M. K. and Heckbert, S. R. and Benjamin, E. J. and Liu, Y. and M?rz, W. and Rienstra, M. and Jukema, J. W. and Stricker, B. H. and D?rr, M. and Albert, C. M. and Ellinor, P. T.}
}
@article {8557,
	title = {{Genetic Risk Prediction of Atrial Fibrillation},
	journal = {Circulation},
	volume = {135},
	year = {2017},
	month = {Apr},
	pages = {1311{\textendash}1320},
	abstract = {Atrial fibrillation (AF) has a substantial genetic basis. Identification of individuals at greatest AF risk could minimize the incidence of cardioembolic stroke.\ To determine whether genetic data can stratify risk for development of AF, we examined associations between AF genetic risk scores and incident AF in 5 prospective studies comprising 18 919 individuals of European ancestry. We examined associations between AF genetic risk scores and ischemic stroke in a separate study of 509 ischemic stroke cases (202 cardioembolic [40\%]) and 3028 referents. Scores were based on 11 to 719 common variants ({\^a}{\textperthousand}{\textyen}5\%) associated with AF at P values ranging from <1{\~A}{\textemdash}10-3 to <1{\~A}{\textemdash}10-8 in a prior independent genetic association study.\ Incident AF occurred in 1032 individuals (5.5\%). AF genetic risk scores were associated with new-onset AF after adjustment for clinical risk factors. The pooled hazard ratio for incident AF for the highest versus lowest quartile of genetic risk scores ranged from 1.28 (719 variants; 95\% confidence interval, 1.13-1.46; P=1.5{\~A}{\textemdash}10-4) to 1.67 (25 variants; 95\% confidence interval, 1.47-1.90; P=9.3{\~A}{\textemdash}10-15). Discrimination of combined clinical and genetic risk scores varied across studies and scores (maximum C statistic, 0.629-0.811; maximum {\^I}{\textquotedblright}C statistic from clinical score alone, 0.009-0.017). AF genetic risk was associated with stroke in age- and sex-adjusted models. For example, individuals in the highest versus lowest quartile of a 127-variant score had a 2.49-fold increased odds of cardioembolic stroke (95\% confidence interval, 1.39-4.58; P=2.7{\~A}{\textemdash}10-3). The effect persisted after the exclusion of individuals (n=70) with known AF (odds ratio, 2.25; 95\% confidence interval, 1.20-4.40; P=0.01).\ Comprehensive AF genetic risk scores were associated with incident AF beyond associations for clinical AF risk factors but offered small improvements in discrimination. AF genetic risk was also associated with cardioembolic stroke in age- and sex-adjusted analyses. Efforts are warranted to determine whether AF genetic risk may improve identification of subclinical AF or help distinguish between stroke mechanisms.},
	author = {Lubitz, S. A. and Yin, X. and Lin, H. J. and Kolek, M. and Smith, J. G. and Trompet, S. and Rienstra, M. and Rost, N. S. and Teixeira, P. L. and Almgren, P. and Anderson, C. D. and Chen, L. Y. and Engstr?m, G. and Ford, I. and Furie, K. L. and Guo, X. and Larson, M. G. and Lunetta, K. L. and Macfarlane, P. W. and Psaty, B. M. and Soliman, E. Z. and Sotoodehnia, N. and Stott, D. J. and Taylor, K. D. and Weng, L. C. and Yao, J. and Geelhoed, B. and Verweij, N. and Siland, J. E. and Kathiresan, S. and Roselli, C. and Roden, D. M. and van der Harst, P. and Darbar, D. and Jukema, J. W. and Melander, O. and Rosand, J. and Rotter, J. I. and Heckbert, S. R. and Ellinor, P. T. and Alonso, A. and Benjamin, E. J.}
}
@article {8453,
	title = {{Dynamic incorporation of multiple in silico functional annotations empowers rare variant association analysis of large whole-genome sequencing studies at scale},
	journal = {Nat Genet},
	volume = {52},
	year = {2020},
	month = {Sep},
	pages = {969{\textendash}983},
	abstract = {Large-scale whole-genome sequencing studies have enabled the analysis of rare variants (RVs) associated with complex phenotypes. Commonly used RV association tests have limited scope to leverage variant functions. We propose STAAR (variant-set test for association using annotation information), a scalable and powerful RV association test method that effectively incorporates both variant categories and multiple complementary annotations using a dynamic weighting scheme. For the latter, we introduce {\textquoteright}annotation principal components{\textquoteright}, multidimensional summaries of in silico variant annotations. STAAR accounts for population structure and relatedness and is scalable for analyzing very large cohort and biobank whole-genome sequencing studies of continuous and dichotomous traits. We applied STAAR to identify RVs associated with four lipid traits in 12,316 discovery and 17,822 replication samples from the Trans-Omics for Precision Medicine Program. We discovered and replicated new RV associations, including disruptive missense RVs of NPC1L1 and an intergenic region near APOC1P1 associated with low-density lipoprotein cholesterol.},
	author = {Li, X. and Li, Z. and Zhou, H. and Gaynor, S. M. and Liu, Y. and Chen, H. and Sun, R. and Dey, R. and Arnett, D. K. and Aslibekyan, S. and Ballantyne, C. M. and Bielak, L. F. and Blangero, J. and Boerwinkle, E. and Bowden, D. W. and Broome, J. G. and Conomos, M. P. and Correa, A. and Cupples, L. A. and Curran, J. E. and Freedman, B. I. and Guo, X. and Hindy, G. and Irvin, M. R. and Kardia, S. L. R. and Kathiresan, S. and Khan, A. T. and Kooperberg, C. L. and Laurie, C. C. and Liu, X. S. and Mahaney, M. C. and Manichaikul, A. W. and Martin, L. W. and Mathias, R. A. and McGarvey, S. T. and Mitchell, B. D. and Montasser, M. E. and Moore, J. E. and Morrison, A. C. and O{\textquoteright}Connell, J. R. and Palmer, N. D. and Pampana, A. and Peralta, J. M. and Peyser, P. A. and Psaty, B. M. and Redline, S. and Rice, K. M. and Rich, S. S. and Smith, J. A. and Tiwari, H. K. and Tsai, M. Y. and Vasan, R. S. and Wang, F. F. and Weeks, D. E. and Weng, Z. and Wilson, J. G. and Yanek, L. R. and Neale, B. M. and Sunyaev, S. R. and Abecasis, G. R. and Rotter, J. I. and Willer, C. J. and Peloso, G. M. and Natarajan, P. and Lin, X. and Abe, N. and Abecasis, G. R. and Aguet, F. and Albert, C. and Almasy, L. and Alonso, A. and Ament, S. and Anderson, P. and Anugu, P. and Applebaum-Bowden, D. and Ardlie, K. and Arking, D. and Arnett, D. K. and Ashley-Koch, A. and Aslibekyan, S. and Assimes, T. and Auer, P. and Avramopoulos, D. and Barnard, J. and Barnes, K. and Barr, R. G. and Barron-Casella, E. and Barwick, L. and Beaty, T. and Beck, G. and Becker, D. and Becker, L. and Beer, R. and Beitelshees, A. and Benjamin, E. and Benos, T. and Bezerra, M. and Bielak, L. F. and Bis, J. and Blackwell, T. and Blangero, J. and Boerwinkle, E. and Bowden, D. W. and Bowler, R. and Brody, J. and Broeckel, U. and Broome, J. G. and Bunting, K. and Burchard, E. and Bustamante, C. and Buth, E. and Cade, B. and Cardwell, J. and Carey, V. and Carty, C. and Casaburi, R. and Casella, J. and Castaldi, P. and Chaffin, M. and Chang, C. and Chang, Y. C. and Chasman, D. and Chavan, S. and Chen, B. J. and Chen, W. M. and Chen, Y. I. and Cho, M. and Choi, S. H. and Chuang, L. M. and Chung, M. and Chung, R. H. and Clish, C. and Comhair, S. and Conomos, M. P. and Cornell, E. and Correa, A. and Crandall, C. and Crapo, J. and Cupples, L. A. and Curran, J. E. and Curtis, J. and Custer, B. and Damcott, C. and Darbar, D. and Das, S. and David, S. and Davis, C. and Daya, M. and de Andrade, M. and Fuentes, L. L. and DeBaun, M. and Deka, R. and DeMeo, D. and Devine, S. and Duan, Q. and Duggirala, R. and Durda, J. P. and Dutcher, S. and Eaton, C. and Ekunwe, L. and El Boueiz, A. and Ellinor, P. and Emery, L. and Erzurum, S. and Farber, C. and Fingerlin, T. and Flickinger, M. and Fornage, M. and Franceschini, N. and Frazar, C. and Fu, M. and Fullerton, S. M. and Fulton, L. and Gabriel, S. and Gan, W. and Gao, S. and Gao, Y. and Gass, M. and Gelb, B. and Geng, X. P. and Geraci, M. and Germer, S. and Gerszten, R. and Ghosh, A. and Gibbs, R. and Gignoux, C. and Gladwin, M. and Glahn, D. and Gogarten, S. and Gong, D. W. and Goring, H. and Graw, S. and Grine, D. and Gu, C. C. and Guan, Y. and Guo, X. and Gupta, N. and Haessler, J. and Hall, M. and Harris, D. and Hawley, N. L. and He, J. and Heckbert, S. and Hernandez, R. and Herrington, D. and Hersh, C. and Hidalgo, B. and Hixson, J. and Hobbs, B. and Hokanson, J. and Hong, E. and Hoth, K. and Hsiung, C. A. and Hung, Y. J. and Huston, H. and Hwu, C. M. and Irvin, M. R. and Jackson, R. and Jain, D. and Jaquish, C. and Jhun, M. A. and Johnsen, J. and Johnson, A. and Johnson, C. and Johnston, R. and Jones, K. and Kang, H. M. and Kaplan, R. and Kardia, S. L. R. and Kathiresan, S. and Kelly, S. and Kenny, E. and Kessler, M. and Khan, A. T. and Kim, W. and Kinney, G. and Konkle, B. and Kooperberg, C. L. and Kramer, H. and Lange, C. and Lange, E. and Lange, L. and Laurie, C. C. and Laurie, C. and LeBoff, M. and Lee, J. and Lee, S. S. and Lee, W. J. and LeFaive, J. and Levine, D. and Levy, D. and Lewis, J. and Li, X. and Li, Y. and Lin, H. and Lin, H. and Lin, K. H. and Lin, X. and Liu, S. and Liu, Y. and Liu, Y. and Loos, R. J. F. and Lubitz, S. and Lunetta, K. and Luo, J. and Mahaney, M. C. and Make, B. and Manichaikul, A. W. and Manson, J. and Margolin, L. and Martin, L. W. and Mathai, S. and Mathias, R. A. and May, S. and McArdle, P. and McDonald, M. L. and McFarland, S. and McGarvey, S. T. and McGoldrick, D. and McHugh, C. and Mei, H. and Mestroni, L. and Meyers, D. A. and Mikulla, J. and Min, N. and Minear, M. and Minster, R. L. and Mitchell, B. D. and Moll, M. and Montasser, M. E. and Montgomery, C. and Moscati, A. and Musani, S. and Mwasongwe, S. and Mychaleckyj, J. C. and Nadkarni, G. and Naik, R. and Naseri, T. and Natarajan, P. and Nekhai, S. and Nelson, S. C. and Neltner, B. and Nickerson, D. and North, K. and O{\textquoteright}Connell, J. R. and O{\textquoteright}Connor, T. and Ochs-Balcom, H. and Paik, D. and Palmer, N. D. and Pankow, J. and Papanicolaou, G. and Parsa, A. and Peralta, J. M. and Perez, M. and Perry, J. and Peters, U. and Peyser, P. A. and Phillips, L. S. and Pollin, T. and Post, W. and Becker, J. P. and Boorgula, M. P. and Preuss, M. and Psaty, B. M. and Qasba, P. and Qiao, D. and Qin, Z. and Rafaels, N. and Raffield, L. and Vasan, R. S. and Rao, D. C. and Rasmussen-Torvik, L. and Ratan, A. and Redline, S. and Reed, R. and Regan, E. and Reiner, A. and Reupena, M. S. and Rice, K. M. and Rich, S. S. and Roden, D. and Roselli, C. and Rotter, J. I. and Ruczinski, I. and Russell, P. and Ruuska, S. and Ryan, K. and Sabino, E. C. and Saleheen, D. and Salimi, S. and Salzberg, S. and Sandow, K. and Sankaran, V. G. and Scheller, C. and Schmidt, E. and Schwander, K. and Schwartz, D. and Sciurba, F. and Seidman, C. and Seidman, J. and Sheehan, V. and Sherman, S. L. and Shetty, A. and Shetty, A. and Sheu, W. H. and Shoemaker, M. B. and Silver, B. and Silverman, E. and Smith, J. A. and Smith, J. and Smith, N. and Smith, T. and Smoller, S. and Snively, B. and Snyder, M. and Sofer, T. and Sotoodehnia, N. and Stilp, A. M. and Storm, G. and Streeten, E. and Su, J. L. and Sung, Y. J. and Sylvia, J. and Szpiro, A. and Sztalryd, C. and Taliun, D. and Tang, H. and Taub, M. and Taylor, K. D. and Taylor, M. and Taylor, S. and Telen, M. and Thornton, T. A. and Threlkeld, M. and Tinker, L. and Tirschwell, D. and Tishkoff, S. and Tiwari, H. K. and Tong, C. and Tracy, R. and Tsai, M. Y. and Vaidya, D. and Van Den Berg, D. and VandeHaar, P. and Vrieze, S. and Walker, T. and Wallace, R. and Walts, A. and Wang, F. F. and Wang, H. and Watson, K. and Weeks, D. E. and Weir, B. and Weiss, S. and Weng, L. C. and Wessel, J. and Willer, C. J. and Williams, K. and Williams, L. K. and Wilson, C. and Wilson, J. G. and Wong, Q. and Wu, J. and Xu, H. and Yanek, L. R. and Yang, I. and Yang, R. and Zaghloul, N. and Zekavat, M. and Zhang, Y. and Zhao, S. X. and Zhao, W. and Zhi, D. and Zhou, X. and Zhu, X. and Zody, M. and Zoellner, S. and Abdalla, M. and Abecasis, G. R. and Arnett, D. K. and Aslibekyan, S. and Assimes, T. and Atkinson, E. and Ballantyne, C. M. and Beitelshees, A. and Bielak, L. F. and Bis, J. and Bodea, C. and Boerwinkle, E. and Bowden, D. W. and Brody, J. and Cade, B. and Carlson, J. and Chang, I. S. and Chen, Y. I. and Chun, S. and Chung, R. H. and Conomos, M. P. and Correa, A. and Cupples, L. A. and Damcott, C. and de Vries, P. and Do, R. and Elliott, A. and Fu, M. and Ganna, A. and Gong, D. W. and Graham, S. and Haas, M. and Haring, B. and He, J. and Heckbert, S. and Himes, B. and Hixson, J. and Irvin, M. R. and Jain, D. and Jarvik, G. and Jhun, M. A. and Jiang, J. and Jun, G. and Kalyani, R. and Kardia, S. L. R. and Kathiresan, S. and Khera, A. and Klarin, D. and Kooperberg, C. L. and Kral, B. and Lange, L. and Laurie, C. C. and Laurie, C. and Lemaitre, R. and Li, Z. and Li, X. and Lin, X. and Mahaney, M. C. and Manichaikul, A. W. and Martin, L. W. and Mathias, R. A. and Mathur, R. and McGarvey, S. T. and McHugh, C. and McLenithan, J. and Mikulla, J. and Mitchell, B. D. and Montasser, M. E. and Moran, A. and Morrison, A. C. and Nakao, T. and Natarajan, P. and Nickerson, D. and North, K. and O{\textquoteright}Connell, J. R. and O{\textquoteright}Donnell, C. and Palmer, N. D. and Pampana, A. and Patel, A. and Peloso, G. M. and Perry, J. and Peters, U. and Peyser, P. A. and Pirruccello, J. and Pollin, T. and Preuss, M. and Psaty, B. M. and Rao, D. C. and Redline, S. and Reed, R. and Reiner, A. and Rich, S. S. and Rosenthal, S. and Rotter, J. I. and Schoenberg, J. and Selvaraj, M. S. and Sheu, W. H. and Smith, J. A. and Sofer, T. and Stilp, A. M. and Sunyaev, S. R. and Surakka, I. and Sztalryd, C. and Tang, H. and Taylor, K. D. and Tsai, M. Y. and Uddin, M. M. and Urbut, S. and Verbanck, M. and Von Holle, A. and Wang, H. and Wang, F. F. and Wiggins, K. and Willer, C. J. and Wilson, J. G. and Wolford, B. and Xu, H. and Yanek, L. R. and Zaghloul, N. and Zekavat, M. and Zhang, J.}
}
@article {8452,
	title = {{Genetic Determinants of Electrocardiographic P-wave Duration and Relation to Atrial Fibrillation},
	journal = {Circ Genom Precis Med},
	year = {2020},
	month = {Aug},
	abstract = {Background - The P-wave duration (PWD) is an electrocardiographic (ECG) measurement that represents cardiac conduction in the atria. Shortened or prolonged PWD is associated with atrial fibrillation (AF). We used exome chip data to examine the associations between common and rare variants with PWD. Methods - Fifteen studies comprising 64,440 individuals (56,943 European, 5,681 African, 1,186 Hispanic, 630 Asian), and  230,000 variants were used to examine associations with maximum PWD across the 12-lead ECG. Meta-analyses summarized association results for common variants; gene-based burden and SKAT tests examined low-frequency variant-PWD associations. Additionally, we examined the associations between PWD loci and AF using previous AF GWAS. Results - We identified 21 common and low-frequency genetic loci (14 novel) associated with maximum PWD, including several AF loci (TTN, CAND2, SCN10A, PITX2, CAV1, SYNPO2L, SOX5, TBX5, MYH6, RPL3L). The top variants at known sarcomere genes (TTN, MYH6) were associated with longer PWD and increased AF risk. However, top variants at other loci (e.g., PITX2 and SCN10A) were associated with longer PWD but lower AF risk. Conclusions - Our results highlight multiple novel genetic loci associated with PWD, and underscore the shared mechanisms of atrial conduction and AF. Prolonged PWD may be an endophenotype for several different genetic mechanisms of AF.},
	author = {Weng, L. C. and Hall, A. W. and Choi, S. H. and Jurgens, S. J. and Haessler, J. and Bihlmeyer, N. A. and Grarup, N. and Lin, H. and Teumer, A. and Li-Gao, R. and Yao, J. and Guo, X. and Brody, J. A. and M?ller-Nurasyid, M. and Schramm, K. and Verweij, N. and van den Berg, M. E. and van Setten, J. and Isaacs, A. and Ram?rez, J. and Warren, H. R. and Padmanabhan, S. and Kors, J. A. and de Boer, R. A. and van der Meer, P. and Sinner, M. F. and Waldenberger, M. and Psaty, B. M. and Taylor, K. D. and V?lker, U. and Kanters, J. K. and Li, M. and Alonso, A. and Perez, M. V. and Vaartjes, I. and Bots, M. L. and Huang, P. L. and Heckbert, S. R. and Lin, H. J. and Kornej, J. and Munroe, P. B. and van Duijn, C. M. and Asselbergs, F. W. and Stricker, B. H. and van der Harst, P. and K??b, S. and Peters, A. and Sotoodehnia, N. and Rotter, J. I. and Mook-Kanamori, D. O. and D?rr, M. and Felix, S. B. and Linneberg, A. and Hansen, T. and Arking, D. E. and Kooperberg, C. and Benjamin, E. J. and Lunetta, K. L. and Ellinor, P. T. and Lubitz, S. A.}
}
@article {8494,
	title = {{Mitochondrial DNA copy number and incident atrial fibrillation},
	journal = {BMC Med},
	volume = {18},
	year = {2020},
	month = {Sep},
	pages = {246},
	abstract = {Mechanistic studies suggest that mitochondria DNA (mtDNA) dysfunction may be associated with increased risk of atrial fibrillation (AF). The association between mtDNA copy number (mtDNA-CN) and incident AF in the general population, however, remains unknown.\ We conducted prospective analyses of 19,709 participants from the Atherosclerosis Risk in Communities Study (ARIC), the Multi-Ethnic Study of Atherosclerosis (MESA), and the Cardiovascular Health Study (CHS). mtDNA-CN from the peripheral blood was calculated from probe intensities on the Affymetrix Genome-Wide Human single nucleotide polymorphisms (SNP) Array 6.0 in ARIC and MESA and from multiplexed real-time quantitative polymerase chain reaction (qPCR) in CHS. Incident AF cases were identified through electrocardiograms, review of hospital discharge codes, Medicare claims, and death certificates.\ The median follow-up time was 21.4 years in ARIC, 12.9 years in MESA, and 11.0 years in CHS, during which 4021 participants developed incident atrial fibrillation (1761 in ARIC, 790 in MESA, and 1470 in CHS). In fully adjusted models, participants with the lowest quintile of mitochondria DNA copy number had an overall 13\% increased risk (95\% CI 1 to 27\%) of incident atrial fibrillation compared to those with the highest quintile. Dose-response spline analysis also showed an inverse association between mitochondria DNA copy number and hazard for atrial fibrillation for all three cohorts. These associations were consistent across subgroups.\ Mitochondria DNA copy number was inversely associated with the risk of AF independent of traditional cardiovascular risk factors. These findings implicate mitochondria DNA copy number as a novel risk factor for atrial fibrillation. Further research is warranted to understand the underlying mechanisms and to evaluate the role of mitochondria DNA copy number in the management of atrial fibrillation risk.},
	author = {Zhao, D. and Bartz, T. M. and Sotoodehnia, N. and Post, W. S. and Heckbert, S. R. and Alonso, A. and Longchamps, R. J. and Castellani, C. A. and Hong, Y. S. and Rotter, J. I. and Lin, H. J. and O{\textquoteright}Rourke, B. and Pankratz, N. and Lane, J. A. and Yang, S. Y. and Guallar, E. and Arking, D. E.}
}
@article {8829,
	title = {{Rare Coding Variants Associated With Electrocardiographic Intervals Identify Monogenic Arrhythmia Susceptibility Genes: A Multi-Ancestry Analysis},
	journal = {Circ Genom Precis Med},
	volume = {14},
	year = {2021},
	month = {Aug},
	pages = {e003300},
	abstract = {Alterations in electrocardiographic (ECG) intervals are well-known markers for arrhythmia and sudden cardiac death (SCD) risk. While the genetics of arrhythmia syndromes have been studied, relations between electrocardiographic intervals and rare genetic variation at a population level are poorly understood.\ Using a discovery sample of 29 000 individuals with whole-genome sequencing from Trans-Omics in Precision Medicine and replication in nearly 100 000 with whole-exome sequencing from the UK Biobank and MyCode, we examined associations between low-frequency and rare coding variants with 5 routinely measured electrocardiographic traits (RR, P-wave, PR, and QRS intervals and corrected QT interval).\ ), a marker of SCD risk. Incomplete penetrance of such deleterious variation was common as over 70\% of carriers had normal electrocardiographic intervals.\ Our findings indicate that large-scale high-depth sequence data and electrocardiographic analysis identifies monogenic arrhythmia susceptibility genes and rare variants with large effects. Known pathogenic variation in conventional arrhythmia and SCD genes exhibited incomplete penetrance and accounted for only a small fraction of marked electrocardiographic interval prolongation.},
	author = {Choi, S. H. and Jurgens, S. J. and Haggerty, C. M. and Hall, A. W. and Halford, J. L. and Morrill, V. N. and Weng, L. C. and Lagerman, B. and Mirshahi, T. and Pettinger, M. and Guo, X. and Lin, H. J. and Alonso, A. and Soliman, E. Z. and Kornej, J. and Lin, H. and Moscati, A. and Nadkarni, G. N. and Brody, J. A. and Wiggins, K. L. and Cade, B. E. and Lee, J. and Austin-Tse, C. and Blackwell, T. and Chaffin, M. D. and Lee, C. J. and Rehm, H. L. and Roselli, C. and Redline, S. and Mitchell, B. D. and Sotoodehnia, N. and Psaty, B. M. and Heckbert, S. R. and Loos, R. J. F. and Vasan, R. S. and Benjamin, E. J. and Correa, A. and Boerwinkle, E. and Arking, D. E. and Rotter, J. I. and Rich, S. S. and Whitsel, E. A. and Perez, M. and Kooperberg, C. and Fornwalt, B. K. and Lunetta, K. L. and Ellinor, P. T. and Lubitz, S. A.}
}
@article {9186,
	title = {{Genetic analyses of the electrocardiographic QT interval and its components identify additional loci and pathways},
	journal = {Nat Commun},
	volume = {13},
	year = {2022},
	month = {09},
	pages = {5144},
	abstract = {250,000 individuals) we identify 177, 156 and 121 independent loci for QT, JT and QRS, respectively, including a male-specific X-chromosome locus. Using gene-based rare-variant methods, we identify associations with Mendelian disease genes. Enrichments are observed in established pathways for QT and JT, and previously unreported genes indicated in insulin-receptor signalling and cardiac energy metabolism. In contrast for QRS, connective tissue components and processes for cell growth and extracellular matrix interactions are significantly enriched. We demonstrate polygenic risk score associations with atrial fibrillation, conduction disease and sudden cardiac death. Prioritization of druggable genes highlight potential therapeutic targets for arrhythmia. Together, these results substantially advance our understanding of the genetic architecture of ventricular depolarization and repolarization.},
	author = {Young, W. J. and Lahrouchi, N. and Isaacs, A. and Duong, T. and Foco, L. and Ahmed, F. and Brody, J. A. and Salman, R. and Noordam, R. and Benjamins, J. W. and Haessler, J. and Lyytik{\"a}inen, L. P. and Repetto, L. and Concas, M. P. and van den Berg, M. E. and Weiss, S. and Baldassari, A. R. and Bartz, T. M. and Cook, J. P. and Evans, D. S. and Freudling, R. and Hines, O. and Isaksen, J. L. and Lin, H. and Mei, H. and Moscati, A. and M{\"u}ller-Nurasyid, M. and Nursyifa, C. and Qian, Y. and Richmond, A. and Roselli, C. and Ryan, K. A. and Tarazona-Santos, E. and Th{\'e}riault, S. and van Duijvenboden, S. and Warren, H. R. and Yao, J. and Raza, D. and Aeschbacher, S. and Ahlberg, G. and Alonso, A. and Andreasen, L. and Bis, J. C. and Boerwinkle, E. and Campbell, A. and Catamo, E. and Cocca, M. and Cutler, M. J. and Darbar, D. and De Grandi, A. and De Luca, A. and Ding, J. and Ellervik, C. and Ellinor, P. T. and Felix, S. B. and Froguel, P. and Fuchsberger, C. and G{\"o}gele, M. and Graff, C. and Graff, M. and Guo, X. and Hansen, T. and Heckbert, S. R. and Huang, P. L. and Huikuri, H. V. and Hutri-K{\"a}h{\"o}nen, N. and Ikram, M. A. and Jackson, R. D. and Junttila, J. and Kavousi, M. and Kors, J. A. and Leal, T. P. and Lemaitre, R. N. and Lin, H. J. and Lind, L. and Linneberg, A. and Liu, S. and Macfarlane, P. W. and Mangino, M. and Meitinger, T. and Mezzavilla, M. and Mishra, P. P. and Mitchell, R. N. and Mononen, N. and Montasser, M. E. and Morrison, A. C. and Nauck, M. and Nauffal, V. and Navarro, P. and Nikus, K. and Pare, G. and Patton, K. K. and Pelliccione, G. and Pittman, A. and Porteous, D. J. and Pramstaller, P. P. and Preuss, M. H. and Raitakari, O. T. and Reiner, A. P. and Ribeiro, A. L. P. and Rice, K. M. and Risch, L. and Schlessinger, D. and Schotten, U. and Schurmann, C. and Shen, X. and Shoemaker, M. B. and Sinagra, G. and Sinner, M. F. and Soliman, E. Z. and Stoll, M. and Strauch, K. and Tarasov, K. and Taylor, K. D. and Tinker, A. and Trompet, S. and Uitterlinden, A. and V{\"o}lker, U. and V{\"o}lzke, H. and Waldenberger, M. and Weng, L. C. and Whitsel, E. A. and Wilson, J. G. and Avery, C. L. and Conen, D. and Correa, A. and Cucca, F. and D{\"o}rr, M. and Gharib, S. A. and Girotto, G. and Grarup, N. and Hayward, C. and Jamshidi, Y. and Jarvelin, M. R. and Jukema, J. W. and K{\"a}{\"a}b, S. and K{\"a}h{\"o}nen, M. and Kanters, J. K. and Kooperberg, C. and Lehtim{\"a}ki, T. and Lima-Costa, M. F. and Liu, Y. and Loos, R. J. F. and Lubitz, S. A. and Mook-Kanamori, D. O. and Morris, A. P. and O{\textquoteright}Connell, J. R. and Olesen, M. S. and Orini, M. and Padmanabhan, S. and Pattaro, C. and Peters, A. and Psaty, B. M. and Rotter, J. I. and Stricker, B. and van der Harst, P. and van Duijn, C. M. and Verweij, N. and Wilson, J. F. and Arking, D. E. and Ramirez, J. and Lambiase, P. D. and Sotoodehnia, N. and Mifsud, B. and Newton-Cheh, C. and Munroe, P. B.}
}
