Medicine and Health Sciences Commons^™

Leveraging Pleiotropy To Discover And Interpret Gwas Results For Sleep-Associated Traits, Sung Chun, Sebastian Akle, Athanasios Teodosiadis, Brian E Cade, Heming Wang, Tamar Sofer, Daniel S Evans, Katie L Stone, Sina A Gharib, Sutapa Mukherjee, Lyle J Palmer, David Hillman, Jerome I Rotter, Craig L Hanis, John A Stamatoyannopoulos, Susan Redline, Chris Cotsapas, Shamil R Sunyaev

Student and Faculty Publications

Genetic association studies of many heritable traits resulting from physiological testing often have modest sample sizes due to the cost and burden of the required phenotyping. This reduces statistical power and limits discovery of multiple genetic associations. We present a strategy to leverage pleiotropy between traits to both discover new loci and to provide mechanistic hypotheses of the underlying pathophysiology. Specifically, we combine a colocalization test with a locus-level test of pleiotropy. In simulations, we show that this approach is highly selective for identifying true pleiotropy driven by the same causative variant, thereby improves the chance to replicate the associations …

Distinct Germline Genetic Susceptibility Profiles Identified For Common Non-Hodgkin Lymphoma Subtypes, Sonja I Berndt, Joseph Vijai, Yolanda Benavente, Nicola J Camp, Alexandra Nieters, Zhaoming Wang, Karin E Smedby, Geffen Kleinstern, Henrik Hjalgrim, Caroline Besson, Christine F Skibola, Lindsay M Morton, Angela R Brooks-Wilson, Lauren R Teras, Charles Breeze, Joshua Arias, Hans-Olov Adami, Demetrius Albanes, Kenneth C Anderson, Stephen M Ansell, Bryan Bassig, Nikolaus Becker, Parveen Bhatti, Brenda M Birmann, Paolo Boffetta, Paige M Bracci, Paul Brennan, Elizabeth E Brown, Laurie Burdett, Lisa A Cannon-Albright, Ellen T Chang, Brian C H Chiu, Charles C Chung, Jacqueline Clavel, Pierluigi Cocco, Graham Colditz, Lucia Conde, David V Conti, David G Cox, Karen Curtin, Delphine Casabonne, Immaculata De Vivo, Arjan Diepstra, W Ryan Diver, Ahmet Dogan, Christopher K Edlund, Lenka Foretova, Joseph F Fraumeni, Attilio Gabbas, Hervé Ghesquières, Graham G Giles, Sally Glaser, Martha Glenn, Bengt Glimelius, Jian Gu, Thomas M Habermann, Christopher A Haiman, Corinne Haioun, Jonathan N Hofmann, Theodore R Holford, Elizabeth A Holly, Amy Hutchinson, Aalin Izhar, Rebecca D Jackson, Ruth F Jarrett, Rudolph Kaaks, Eleanor Kane, Laurence N Kolonel, Yinfei Kong, Peter Kraft, Anne Kricker, Annette Lake, Qing Lan, Charles Lawrence, Dalin Li, Mark Liebow, Brian K Link, Corrado Magnani, Marc Maynadie, James Mckay, Mads Melbye, Lucia Miligi, Roger L Milne, Thierry J Molina, Alain Monnereau, Rebecca Montalvan, Kari E North, Anne J Novak, Kenan Onel, Mark P Purdue, Kristin A Rand, Elio Riboli, Jacques Riby, Eve Roman, Gilles Salles, Douglas W Sborov, Richard K Severson, Tait D Shanafelt, Martyn T Smith, Alexandra Smith, Kevin W Song, Lei Song, Melissa C Southey, John J Spinelli, Anthony Staines, Deborah Stephens, Heather J Sutherland, Kaitlyn Tkachuk, Carrie A Thompson, Hervé Tilly, Lesley F Tinker, Ruth C Travis, Jenny Turner, Celine M Vachon, Claire M Vajdic, Anke Van Den Berg, David J Van Den Berg, Roel C H Vermeulen, Paolo Vineis, Sophia S Wang, Elisabete Weiderpass, George J Weiner, Stephanie Weinstein, Nicole Wong Doo, Yuanqing Ye, Meredith Yeager, Kai Yu, Anne Zeleniuch-Jacquotte, Yawei Zhang, Tongzhang Zheng, Elad Ziv, Joshua Sampson, Nilanjan Chatterjee, Kenneth Offit, Wendy Cozen, Xifeng Wu, James R Cerhan, Stephen J Chanock, Susan L Slager, Nathaniel Rothman

Student and Faculty Publications

Lymphoma risk is elevated for relatives with common non-Hodgkin lymphoma (NHL) subtypes, suggesting shared genetic susceptibility across subtypes. To evaluate the extent of mutual heritability among NHL subtypes and discover novel loci shared among subtypes, we analyzed data from eight genome-wide association studies within the InterLymph Consortium, including 10,629 cases and 9,505 controls. We utilized Association analysis based on SubSETs (ASSET) to discover loci for subsets of NHL subtypes and evaluated shared heritability across the genome using Genome-wide Complex Trait Analysis (GCTA) and polygenic risk scores. We discovered 17 genome-wide significant loci (P<5 >× 10−8) for subsets of NHL subtypes, …

Leveraging Family History In Genetic Association Analyses Of Binary Traits, Yixin Zhang, James B Meigs, Ching-Ti Liu, Josée Dupuis, Chloé Sarnowski

Student and Faculty Publications

BACKGROUND: Considering relatives' health history in logistic regression for case-control genome-wide association studies (CC-GWAS) may provide new information that increases accuracy and power to detect disease associated genetic variants. We conducted simulations and analyzed type 2 diabetes (T2D) data from the Framingham Heart Study (FHS) to compare two methods, liability threshold model conditional on both case-control status and family history (LT-FH) and Fam-meta, which incorporate family history into CC-GWAS.

RESULTS: In our simulation scenario of trait with modest T2D heritability (h

CONCLUSIONS: Overall, LT-FH and Fam-meta had higher power than CC-GWAS in simulations, especially using phenotypes that were more prevalent …

A Genome-Wide Association Study Of Obstructive Heart Defects Among Participants In The National Birth Defects Prevention Study, Sara R Rashkin, Mario Cleves, Gary M Shaw, Wendy N Nembhard, Eirini Nestoridi, Mary M Jenkins, Paul A Romitti, Xiang-Yang Lou, Marilyn L Browne, Laura E Mitchell, Andrew F Olshan, Kevin Lomangino, Sudeepa Bhattacharyya, John S Witte, Charlotte A Hobbs

Student and Faculty Publications

Obstructive heart defects (OHDs) share common structural lesions in arteries and cardiac valves, accounting for ~25% of all congenital heart defects. OHDs are highly heritable, resulting from interplay among maternal exposures, genetic susceptibilities, and epigenetic phenomena. A genome-wide association study was conducted in National Birth Defects Prevention Study participants (N

Top-Ld: A Tool To Explore Linkage Disequilibrium With Topmed Whole-Genome Sequence Data, Le Huang, Jonathan D Rosen, Quan Sun, Jiawen Chen, Marsha M Wheeler, Ying Zhou, Yuan-I Min, Charles Kooperberg, Matthew P Conomos, Adrienne M Stilp, Stephen S Rich, Jerome I Rotter, Ani Manichaikul, Ruth J F Loos, Eimear E Kenny, Thomas W Blackwell, Albert V Smith, Goo Jun, Fritz J Sedlazeck, Ginger Metcalf, Eric Boerwinkle, Laura M Raffield, Alex P Reiner, Paul L Auer, Yun Li

Student and Faculty Publications

Current publicly available tools that allow rapid exploration of linkage disequilibrium (LD) between markers (e.g., HaploReg and LDlink) are based on whole-genome sequence (WGS) data from 2,504 individuals in the 1000 Genomes Project. Here, we present toP-LD, an online tool to explore LD inferred with high-coverage (∼30×) WGS data from 15,578 individuals in the NHLBI Trans-Omics for Precision Medicine (TOPMed) program. toP-LD provides a significant upgrade compared to current LD tools, as the toPMed WGS data provide a more comprehensive representation of genetic variation than the 1000 Genomes data, particularly for rare variants and in the specific populations that we …

Association Study Between Mucin 4 (Muc4) Polymorphisms And Idiopathic Recurrent Pregnancy Loss In A Korean Population, Ji-Hyang Kim, Han-Sung Park, Jeong-Yong Lee, Eun-Ju Ko, Young-Ran Kim, Hee-Young Cho, Woo-Sik Lee, Eun-Hee Ahn, Nam-Keun Kim

Student and Faculty Publications

Recurrent pregnancy loss (RPL) is the loss of two or more consecutive pregnancies before 20 weeks of gestational age. Our study investigated whether mucin 4 (MUC4) polymorphisms are associated with RPL. MUC polymorphisms (rs882605 C>A, rs1104760 A>G, rs2688513 A>G, rs2258447 C>T, and rs2291652 A>G) were genotyped in 374 women with RPL and 239 controls of Korean ethnicity using polymerase chain reaction-restriction fragment length polymorphism analysis and the TaqMan probe SNP genotyping assay. Differences in genotype frequencies between cases of RPL and the controls were compared. MUC4 rs882605 C>A and rs1104760 A>G polymorphisms were …

Additive And Interactive Associations Of Environmental And Sociodemographic Factors With The Genotypes Of Three Glutathione S-Transferase Genes In Relation To The Blood Arsenic Concentrations Of Children In Jamaica, Mohammad H Rahbar, Maureen Samms-Vaughan, Yuansong Zhao, Sepideh Saroukhani, Sheikh F Zaman, Jan Bressler, Manouchehr Hessabi, Megan L Grove, Sydonnie Shakspeare-Pellington, Katherine A Loveland

Student and Faculty Publications

Arsenic (As) is a metalloid that has been classified as a xenobiotic with toxic effects on human beings, especially on children. Since the soil in Jamaica contains As, dietary intake is considered the main source of As exposure in Jamaicans. In addition, glutathione S-transferase (GST) genes, including