Person: Redline, Susan
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Publication Gene-Centric Meta-Analysis of Lipid Traits in African, East Asian and Hispanic Populations
(Public Library of Science, 2012) Elbers, Clara C.; Guo, Yiran; Tragante, Vinicius; van Iperen, Erik P. A.; Lanktree, Matthew B.; Castillo, Berta Almoguera; Chen, Fang; Yanek, Lisa R.; Wojczynski, Mary K.; Li, Yun R.; Ferwerda, Bart; Ballantyne, Christie M.; Buxbaum, Sarah G.; Chen, Yii-Der Ida; Chen, Wei-Min; Cupples, L. Adrienne; Cushman, Mary; Duan, Yanan; Duggan, David; Evans, Michele K.; Fernandes, Jyotika K.; Fornage, Myriam; Garcia, Melissa; Garvey, W. Timothy; Glazer, Nicole; Gomez, Felicia; Harris, Tamara B.; Halder, Indrani; Howard, Virginia J.; Keller, Margaux F.; Kamboh, M. Ilyas; Kooperberg, Charles; Kritchevsky, Stephen B.; LaCroix, Andrea; Liu, Kiang; Liu, Yongmei; Musunuru, Kiran; Newman, Anne B.; Onland-Moret, N. Charlotte; Ordovas, Jose; Peter, Inga; Post, Wendy; Redline, Susan; Reis, Steven E.; Saxena, Richa; Schreiner, Pamela J.; Volcik, Kelly A.; Wang, Xingbin; Yusuf, Salim; Zonderland, Alan B.; Anand, Sonia S.; Becker, Diane M.; Psaty, Bruce; Rader, Daniel J.; Reiner, Alex P.; Rich, Stephen S.; Rotter, Jerome I.; Sale, Michèle M.; Tsai, Michael Y.; Borecki, Ingrid B.; Hegele, Robert A.; Kathiresan, Sekar; Nalls, Michael A.; Taylor, Herman A.; Hakonarson, Hakon; Sivapalaratnam, Suthesh; Asselbergs, Folkert W.; Drenos, Fotios; Wilson, James G.; Keating, Brendan J.Meta-analyses of European populations has successfully identified genetic variants in over 100 loci associated with lipid levels, but our knowledge in other ethnicities remains limited. To address this, we performed dense genotyping of ∼2,000 candidate genes in 7,657 African Americans, 1,315 Hispanics and 841 East Asians, using the IBC array, a custom ∼50,000 SNP genotyping array. Meta-analyses confirmed 16 lipid loci previously established in European populations at genome-wide significance level, and found multiple independent association signals within these lipid loci. Initial discovery and in silico follow-up in 7,000 additional African American samples, confirmed two novel loci: rs5030359 within ICAM1 is associated with total cholesterol (TC) and low-density lipoprotein cholesterol (LDL-C) ((p = 8.8×10^{−7} and p = 1.5×10^{−6}) respectively) and a nonsense mutation rs3211938 within CD36 is associated with high-density lipoprotein cholesterol (HDL-C) levels ((p = 13.5×10^{−12})). The rs3211938-G allele, which is nearly absent in European and Asian populations, has been previously found to be associated with CD36 deficiency and shows a signature of selection in Africans and African Americans. Finally, we have evaluated the effect of SNPs established in European populations on lipid levels in multi-ethnic populations and show that most known lipid association signals span across ethnicities. However, differences between populations, especially differences in allele frequency, can be leveraged to identify novel signals, as shown by the discovery of ICAM1 and CD36 in the current report.
Publication A Meta-Analysis Identifies New Loci Associated with Body Mass index in Individuals of African Ancestry
(2013) Monda, Keri L.; Chen, Gary K.; Taylor, Kira C.; Palmer, Cameron; Edwards, Todd L.; Lange, Leslie A.; Ng, Maggie C.Y.; Adeyemo, Adebowale A.; Allison, Matthew A.; Bielak, Lawrence F.; Chen, Guanji; Graff, Mariaelisa; Irvin, Marguerite R.; Rhie, Suhn K.; Li, Guo; Liu, Yongmei; Liu, Youfang; Lu, Yingchang; Nalls, Michael A.; Sun, Yan V.; Wojczynski, Mary K.; Yanek, Lisa R.; Aldrich, Melinda C.; Ademola, Adeyinka; Amos, Christopher I.; Bandera, Elisa V.; Bock, Cathryn H.; Britton, Angela; Broeckel, Ulrich; Cai, Quiyin; Caporaso, Neil E.; Carlson, Chris; Carpten, John; Casey, Graham; Chen, Wei-Min; Chen, Fang; Chen, Yii-Der I.; Chiang, Charleston W.K.; Coetzee, Gerhard A.; Demerath, Ellen; Deming-Halverson, Sandra L.; Driver, Ryan W.; Dubbert, Patricia; Feitosa, Mary F.; Freedman, Barry I.; Gillanders, Elizabeth M.; Gottesman, Omri; Guo, Xiuqing; Haritunians, Talin; Harris, Tamara; Harris, Curtis C.; Hennis, Anselm JM; Hernandez, Dena G.; McNeill, Lorna H.; Howard, Timothy D.; Howard, Barbara V.; Howard, Virginia J.; Johnson, Karen C.; Kang, Sun J.; Keating, Brendan J.; Kolb, Suzanne; Kuller, Lewis H.; Kutlar, Abdullah; Langefeld, Carl D.; Lettre, Guillaume; Lohman, Kurt; Lotay, Vaneet; Lyon, Helen N.; Manson, JoAnn; Maixner, William; Meng, Yan A.; Monroe, Kristine R.; Morhason-Bello, Imran; Murphy, Adam B.; Mychaleckyj, Josyf C.; Nadukuru, Rajiv; Nathanson, Katherine L.; Nayak, Uma; N’Diaye, Amidou; Nemesure, Barbara; Wu, Suh-Yuh; Leske, M. Cristina; Neslund-Dudas, Christine; Neuhouser, Marian; Nyante, Sarah; Ochs-Balcom, Heather; Ogunniyi, Adesola; Ogundiran, Temidayo O.; Ojengbede, Oladosu; Olopade, Olufunmilayo I.; Palmer, Julie R.; Ruiz-Narvaez, Edward A.; Palmer, Nicholette D.; Press, Michael F.; Rampersaud, Evandine; Rasmussen-Torvik, Laura J.; Rodriguez-Gil, Jorge L.; Salako, Babatunde; Schadt, Eric E.; Schwartz, Ann G.; Shriner, Daniel A.; Siscovick, David; Smith, Shad B.; Wassertheil-Smoller, Sylvia; Speliotes, Elizabeth K.; Spitz, Margaret R.; Sucheston, Lara; Taylor, Herman; Tayo, Bamidele O.; Tucker, Margaret A.; Van Den Berg, David J.; Velez Edwards, Digna R.; Wang, Zhaoming; Wiencke, John K.; Winkler, Thomas W.; Witte, John S.; Wrensch, Margaret; Wu, Xifeng; Yang, James J.; Levin, Albert M.; Young, Taylor R.; Zakai, Neil A.; Cushman, Mary; Zanetti, Krista A.; Zhao, Jing Hua; Zhao, Wei; Zheng, Yonglan; Zhou, Jie; Ziegler, Regina G.; Zmuda, Joseph M.; Fernandes, Jyotika K.; Gilkeson, Gary S.; Kamen, Diane L.; Hunt, Kelly J.; Spruill, Ida J.; Ambrosone, Christine B.; Ambs, Stefan; Arnett, Donna K.; Atwood, Larry; Becker, Diane M.; Berndt, Sonja I.; Bernstein, Leslie; Blot, William J.; Borecki, Ingrid B.; Bottinger, Erwin P.; Bowden, Donald W.; Burke, Gregory; Chanock, Stephen J.; Cooper, Richard S.; Ding, Jingzhong; Duggan, David; Evans, Michele K.; Fox, Caroline; Garvey, W. Timothy; Bradfield, Jonathan P.; Hakonarson, Hakon; Grant, Struan F.A.; Hsing, Ann; Chu, Lisa; Hu, Jennifer J.; Huo, Dezheng; Ingles, Sue A.; John, Esther M.; Jordan, Joanne M.; Kabagambe, Edmond K.; Kardia, Sharon L.R.; Kittles, Rick A.; Goodman, Phyllis J.; Klein, Eric A.; Kolonel, Laurence N.; Le Marchand, Loic; Liu, Simin; McKnight, Barbara; Millikan, Robert C.; Mosley, Thomas H.; Padhukasahasram, Badri; Williams, L. Keoki; Patel, Sanjay R.; Peters, Ulrike; Pettaway, Curtis A.; Peyser, Patricia A.; Psaty, Bruce M.; Redline, Susan; Rotimi, Charles N.; Rybicki, Benjamin A.; Sale, Michèle M.; Schreiner, Pamela J.; Signorello, Lisa B; Singleton, Andrew B.; Stanford, Janet L.; Strom, Sara S.; Thun, Michael J.; Vitolins, Mara; Zheng, Wei; Moore, Jason H.; Williams, Scott M.; Zhu, Xiaofeng; Zonderman, Alan B.; Kooperberg, Charles; Papanicolaou, George; Henderson, Brian E.; Reiner, Alex P.; Hirschhorn, Joel; Loos, Ruth JF; North, Kari E.; Haiman, Christopher A.Genome-wide association studies (GWAS) have identified 36 loci associated with body mass index (BMI), predominantly in populations of European ancestry. We conducted a meta-analysis to examine the association of >3.2 million SNPs with BMI in 39,144 men and women of African ancestry, and followed up the most significant associations in an additional 32,268 individuals of African ancestry. We identified one novel locus at 5q33 (GALNT10, rs7708584, p=3.4×10−11) and another at 7p15 when combined with data from the Giant consortium (MIR148A/NFE2L3, rs10261878, p=1.2×10−10). We also found suggestive evidence of an association at a third locus at 6q16 in the African ancestry sample (KLHL32, rs974417, p=6.9×10−8). Thirty-two of the 36 previously established BMI variants displayed directionally consistent effect estimates in our GWAS (binomial p=9.7×10−7), of which five reached genome-wide significance. These findings provide strong support for shared BMI loci across populations as well as for the utility of studying ancestrally diverse populations.
Publication Association between alcohol and cardiovascular disease: Mendelian randomisation analysis based on individual participant data
(BMJ Publishing Group Ltd., 2014) Holmes, Michael V; Dale, Caroline E; Zuccolo, Luisa; Silverwood, Richard J; Guo, Yiran; Ye, Zheng; Prieto-Merino, David; Dehghan, Abbas; Trompet, Stella; Wong, Andrew; Cavadino, Alana; Drogan, Dagmar; Padmanabhan, Sandosh; Li, Shanshan; Yesupriya, Ajay; Leusink, Maarten; Sundstrom, Johan; Hubacek, Jaroslav A; Pikhart, Hynek; Swerdlow, Daniel I; Panayiotou, Andrie G; Borinskaya, Svetlana A; Finan, Chris; Shah, Sonia; Kuchenbaecker, Karoline B; Shah, Tina; Engmann, Jorgen; Folkersen, Lasse; Eriksson, Per; Ricceri, Fulvio; Melander, Olle; Sacerdote, Carlotta; Gamble, Dale M; Rayaprolu, Sruti; Ross, Owen A; McLachlan, Stela; Vikhireva, Olga; Sluijs, Ivonne; Scott, Robert A; Adamkova, Vera; Flicker, Leon; van Bockxmeer, Frank M; Power, Christine; Marques-Vidal, Pedro; Meade, Tom; Marmot, Michael G; Ferro, Jose M; Paulos-Pinheiro, Sofia; Humphries, Steve E; Talmud, Philippa J; Leach, Irene Mateo; Verweij, Niek; Linneberg, Allan; Skaaby, Tea; Doevendans, Pieter A; Cramer, Maarten J; van der Harst, Pim; Klungel, Olaf H; Dowling, Nicole F; Dominiczak, Anna F; Kumari, Meena; Nicolaides, Andrew N; Weikert, Cornelia; Boeing, Heiner; Ebrahim, Shah; Gaunt, Tom R; Price, Jackie F; Lannfelt, Lars; Peasey, Anne; Kubinova, Ruzena; Pajak, Andrzej; Malyutina, Sofia; Voevoda, Mikhail I; Tamosiunas, Abdonas; Maitland-van der Zee, Anke H; Norman, Paul E; Hankey, Graeme J; Bergmann, Manuela M; Hofman, Albert; Franco, Oscar H; Cooper, Jackie; Palmen, Jutta; Spiering, Wilko; de Jong, Pim A; Kuh, Diana; Hardy, Rebecca; Uitterlinden, Andre G; Ikram, M Arfan; Ford, Ian; Hyppönen, Elina; Almeida, Osvaldo P; Wareham, Nicholas J; Khaw, Kay-Tee; Hamsten, Anders; Husemoen, Lise Lotte N; Tjønneland, Anne; Tolstrup, Janne S; Rimm, Eric; Beulens, Joline W J; Verschuren, W M Monique; Onland-Moret, N Charlotte; Hofker, Marten H; Wannamethee, S Goya; Whincup, Peter H; Morris, Richard; Vicente, Astrid M; Watkins, Hugh; Farrall, Martin; Jukema, J Wouter; Meschia, James; Cupples, L Adrienne; Sharp, Stephen J; Fornage, Myriam; Kooperberg, Charles; LaCroix, Andrea Z; Dai, James Y; Lanktree, Matthew B; Siscovick, David S; Jorgenson, Eric; Spring, Bonnie; Coresh, Josef; Li, Yun R; Buxbaum, Sarah G; Schreiner, Pamela J; Ellison, R Curtis; Tsai, Michael Y; Patel, Sanjay R.; Redline, Susan; Johnson, Andrew D; Hoogeveen, Ron C; Hakonarson, Hakon; Rotter, Jerome I; Boerwinkle, Eric; de Bakker, Paul I W; Kivimaki, Mika; Asselbergs, Folkert W; Sattar, Naveed; Lawlor, Debbie A; Whittaker, John; Davey Smith, George; Mukamal, Kenneth; Psaty, Bruce M; Wilson, James G; Lange, Leslie A; Hamidovic, Ajna; Hingorani, Aroon D; Nordestgaard, Børge G; Bobak, Martin; Leon, David A; Langenberg, Claudia; Palmer, Tom M; Reiner, Alex P; Keating, Brendan J; Dudbridge, Frank; Casas, Juan PObjective: To use the rs1229984 variant in the alcohol dehydrogenase 1B gene (ADH1B) as an instrument to investigate the causal role of alcohol in cardiovascular disease. Design: Mendelian randomisation meta-analysis of 56 epidemiological studies. Participants: 261 991 individuals of European descent, including 20 259 coronary heart disease cases and 10 164 stroke events. Data were available on ADH1B rs1229984 variant, alcohol phenotypes, and cardiovascular biomarkers. Main outcome measures Odds ratio for coronary heart disease and stroke associated with the ADH1B variant in all individuals and by categories of alcohol consumption. Results: Carriers of the A-allele of ADH1B rs1229984 consumed 17.2% fewer units of alcohol per week (95% confidence interval 15.6% to 18.9%), had a lower prevalence of binge drinking (odds ratio 0.78 (95% CI 0.73 to 0.84)), and had higher abstention (odds ratio 1.27 (1.21 to 1.34)) than non-carriers. Rs1229984 A-allele carriers had lower systolic blood pressure (−0.88 (−1.19 to −0.56) mm Hg), interleukin-6 levels (−5.2% (−7.8 to −2.4%)), waist circumference (−0.3 (−0.6 to −0.1) cm), and body mass index (−0.17 (−0.24 to −0.10) kg/m2). Rs1229984 A-allele carriers had lower odds of coronary heart disease (odds ratio 0.90 (0.84 to 0.96)). The protective association of the ADH1B rs1229984 A-allele variant remained the same across all categories of alcohol consumption (P=0.83 for heterogeneity). Although no association of rs1229984 was identified with the combined subtypes of stroke, carriers of the A-allele had lower odds of ischaemic stroke (odds ratio 0.83 (0.72 to 0.95)). Conclusions: Individuals with a genetic variant associated with non-drinking and lower alcohol consumption had a more favourable cardiovascular profile and a reduced risk of coronary heart disease than those without the genetic variant. This suggests that reduction of alcohol consumption, even for light to moderate drinkers, is beneficial for cardiovascular health.
Publication Single-trait and multi-trait genome-wide association analyses identify novel loci for blood pressure in African-ancestry populations
(Public Library of Science, 2017) Liang, Jingjing; Le, Thu H.; Edwards, Digna R. Velez; Tayo, Bamidele O.; Gaulton, Kyle J.; Smith, Jennifer A.; Lu, Yingchang; Jensen, Richard A.; Chen, Guanjie; Yanek, Lisa R.; Schwander, Karen; Tajuddin, Salman M.; Sofer, Tamar; Kim, Wonji; Kayima, James; McKenzie, Colin A.; Fox, Ervin; Nalls, Michael A.; Young, J. Hunter; Sun, Yan V.; Lane, Jacqueline; Cechova, Sylvia; Zhou, Jie; Tang, Hua; Fornage, Myriam; Musani, Solomon K.; Wang, Heming; Lee, Juyoung; Adeyemo, Adebowale; Dreisbach, Albert W.; Forrester, Terrence; Chu, Pei-Lun; Cappola, Anne; Evans, Michele K.; Morrison, Alanna C.; Martin, Lisa W.; Wiggins, Kerri L.; Hui, Qin; Zhao, Wei; Jackson, Rebecca D.; Ware, Erin B.; Faul, Jessica D.; Reiner, Alex P.; Bray, Michael; Denny, Joshua C.; Mosley, Thomas H.; Palmas, Walter; Guo, Xiuqing; Papanicolaou, George J.; Penman, Alan D.; Polak, Joseph F.; Rice, Kenneth; Taylor, Ken D.; Boerwinkle, Eric; Bottinger, Erwin P.; Liu, Kiang; Risch, Neil; Hunt, Steven C.; Kooperberg, Charles; Zonderman, Alan B.; Laurie, Cathy C.; Becker, Diane M.; Cai, Jianwen; Loos, Ruth J. F.; Psaty, Bruce M.; Weir, David R.; Kardia, Sharon L. R.; Arnett, Donna K.; Won, Sungho; Edwards, Todd L.; Redline, Susan; Cooper, Richard S.; Rao, D. C.; Rotter, Jerome I.; Rotimi, Charles; Levy, Daniel; Chakravarti, Aravinda; Zhu, Xiaofeng; Franceschini, NoraHypertension is a leading cause of global disease, mortality, and disability. While individuals of African descent suffer a disproportionate burden of hypertension and its complications, they have been underrepresented in genetic studies. To identify novel susceptibility loci for blood pressure and hypertension in people of African ancestry, we performed both single and multiple-trait genome-wide association analyses. We analyzed 21 genome-wide association studies comprised of 31,968 individuals of African ancestry, and validated our results with additional 54,395 individuals from multi-ethnic studies. These analyses identified nine loci with eleven independent variants which reached genome-wide significance (P < 1.25×10−8) for either systolic and diastolic blood pressure, hypertension, or for combined traits. Single-trait analyses identified two loci (TARID/TCF21 and LLPH/TMBIM4) and multiple-trait analyses identified one novel locus (FRMD3) for blood pressure. At these three loci, as well as at GRP20/CDH17, associated variants had alleles common only in African-ancestry populations. Functional annotation showed enrichment for genes expressed in immune and kidney cells, as well as in heart and vascular cells/tissues. Experiments driven by these findings and using angiotensin-II induced hypertension in mice showed altered kidney mRNA expression of six genes, suggesting their potential role in hypertension. Our study provides new evidence for genes related to hypertension susceptibility, and the need to study African-ancestry populations in order to identify biologic factors contributing to hypertension.
Publication Inherited Causes of Clonal Haematopoiesis in 97,691 Whole Genomes
(Springer Science and Business Media LLC, 2020-10-14) Bick, Alexander; Weinstock, Joshua S.; Nandakumar, Satish K.; Fulco, Charles P.; Bao, Erik; Zekavat, Seyedeh M.; Szeto, Mindy D.; Liao, Xiaotian; Leventhal, Matthew J.; Nasser, Joseph; Chang, Kyle; Laurie, Cecelia; Burugula, Bala Bharathi; Gibson, Christopher J.; Niroula, Abhishek; Lin, Amy; Taub, Margaret A.; Aguet, Francois; Ardlie, Kristin; Mitchell, Braxton D.; Barnes, Kathleen C.; Moscati, Arden; Fornage, Myriam; Redline, Susan; Psaty, Bruce M.; Silverman, Edwin; Weiss, Scott; Palmer, Nicholette D.; Vasan, Ramachandran S.; Burchard, Esteban G.; Kardia, Sharon L. R.; He, Jiang; Kaplan, Robert C.; Smith, Nicholas L.; Arnett, Donna K.; Schwartz, David A.; Correa, Adolfo; de Andrade, Mariza; Guo, Xiuqing; Konkle, Barbara A.; Custer, Brian; Peralta, Juan M.; Gui, Hongsheng; Meyers, Deborah A.; McGarvey, Stephen T.; Chen, Ida Yii-Der; Shoemaker, M. Benjamin; Peyser, Patricia A.; Broome, Jai G.; Gogarten, Stephanie M.; Wang, Fei Fei; Wong, Quenna; Montasser, May E.; Daya, Michelle; Kenny, Eimear E.; North, Kari E.; Launer, Lenore J.; Cade, Brian; Bis, Joshua C.; Cho, Michael; Lasky-Su, Jessica; Bowden, Donald W.; Cupples, L. Adrienne; Mak, Angel C. Y.; Becker, Lewis C.; Smith, Jennifer A.; Kelly, Tanika N.; Aslibekyan, Stella; Heckbert, Susan R.; Tiwari, Hemant K.; Yang, Ivana V.; Heit, John A.; Lubitz, Steven; Johnsen, Jill M.; Curran, Joanne E.; Wenzel, Sally E.; Weeks, Daniel E.; Rao, Dabeeru C.; Darbar, Dawood; Moon, Jee-Young; Tracy, Russell P.; Buth, Erin J.; Rafaels, Nicholas; Loos, Ruth J. F.; Durda, Peter; Liu, Yongmei; Hou, Lifang; Lee, Jiwon; Kachroo, Priyadarshini; Freedman, Barry I.; Levy, Daniel; Bielak, Lawrence F.; Hixson, James E.; Floyd, James S.; Whitsel, Eric A.; Ellinor, Patrick; Irvin, Marguerite R.; Fingerlin, Tasha E.; Raffield, Laura M.; Armasu, Sebastian M.; Wheeler, Marsha M.; Sabino, Ester C.; Blangero, John; Williams, L. Keoki; Levy, Bruce; Sheu, Wayne Huey-Herng; Roden, Dan M.; Boerwinkle, Eric; Manson, JoAnn; Mathias, Rasika A.; Desai, Pinkal; Taylor, Kent D.; Johnson, Andrew D.; Auer, Paul L.; Kooperberg, Charles; Laurie, Cathy C.; Blackwell, Thomas W.; Smith, Albert V.; Zhao, Hongyu; Lange, Ethan; Lange, Leslie; Rich, Stephen S.; Rotter, Jerome I.; Wilson, James G.; Scheet, Paul; Kitzman, Jacob O.; Lander, Eric; Engreitz, Jesse; Ebert, Benjamin; Reiner, Alexander P.; Jaiswal, Siddhartha; Abecasis, Gonçalo; Sankaran, Vijay; Kathiresan, Sekar; Natarajan, PradeepAge is the dominant risk factor for most chronic human diseases; yet the mechanisms by which aging confers this risk are largely unknown. Recently, the age-related acquisition of somatic mutations in regenerating hematopoietic stem cell populations leading to clonal expansion was associated with both hematologic cancer and coronary heart disease5, a phenomenon termed ‘Clonal Hematopoiesis of Indeterminate Potential’ (CHIP). Simultaneous germline and somatic whole genome sequence analysis now provides the opportunity to identify root causes of CHIP. Here, we analyze high-coverage whole genome sequences from 97,691 participants of diverse ancestries in the NHLBI TOPMed program and identify 4,229 individuals with CHIP. We identify associations with blood cell, lipid, and inflammatory traits specific to different CHIP genes. Association of a genome-wide set of germline genetic variants identified three genetic loci associated with CHIP status, including one locus at TET2 that was African ancestry specific. In silico-informed in vitro evaluation of the TET2 germline locus identified a causal variant that disrupts a TET2 distal enhancer resulting in increased hematopoietic stem cell self-renewal. Overall, we observe that germline genetic variation shapes hematopoietic stem cell function leading to CHIP through mechanisms that are both specific to clonal hematopoiesis and shared mechanisms leading to somatic mutations across tissues.
Publication Rare variants in fox-1 homolog A (RBFOX1) are associated with lower blood pressure
(Public Library of Science, 2017) He, Karen Y.; Wang, Heming; Cade, Brian; Nandakumar, Priyanka; Giri, Ayush; Ware, Erin B.; Haessler, Jeffrey; Liang, Jingjing; Smith, Jennifer A.; Franceschini, Nora; Le, Thu H.; Kooperberg, Charles; Edwards, Todd L.; Kardia, Sharon L. R.; Lin, Xihong; Chakravarti, Aravinda; Redline, Susan; Zhu, XiaofengMany large genome-wide association studies (GWAS) have identified common blood pressure (BP) variants. However, most of the identified BP variants do not overlap with the linkage evidence observed from family studies. We thus hypothesize that multiple rare variants contribute to the observed linkage evidence. We performed linkage analysis using 517 individuals in 130 European families from the Cleveland Family Study (CFS) who have been genotyped on the Illumina OmniExpress Exome array. The largest linkage peak was observed on chromosome 16p13 (MLOD = 2.81) for systolic blood pressure (SBP). Follow-up conditional linkage and association analyses in the linkage region identified multiple rare, coding variants in RBFOX1 associated with reduced SBP. In a 17-member CFS family, carriers of the missense variant rs149974858 are normotensive despite being obese (average BMI = 60 kg/m2). Gene-based association test of rare variants using SKAT-O showed significant association with SBP (p-value = 0.00403) and DBP (p-value = 0.0258) in the CFS participants and the association was replicated in large independent replication studies (N = 57,234, p-value = 0.013 for SBP, 0.0023 for PP). RBFOX1 is expressed in brain tissues, the atrial appendage and left ventricle in the heart, and in skeletal muscle tissues, organs/tissues which are potentially related to blood pressure. Our study showed that associations of rare variants could be efficiently detected using family information.
Publication Genome-Wide Association Study of Blood Pressure Traits by Hispanic/Latino Background: the Hispanic Community Health Study/Study of Latinos
(Nature Publishing Group UK, 2017) Sofer, Tamar; Wong, Quenna; Hartwig, Fernando P.; Taylor, Kent; Warren, Helen R.; Evangelou, Evangelos; Cabrera, Claudia P.; Levy, Daniel; Kramer, Holly; Lange, Leslie A.; Horta, Bernardo L.; Liang, Jingjing; Le, Thu H.; Edwards, Digna R. Velez; Tayo, Bamidele O.; Gaulton, Kyle J.; Smith, Jennifer A.; Lu, Yingchang; Jensen, Richard A.; Chen, Guanjie; Yanek, Lisa R.; Schwander, Karen; Tajuddin, Salman M.; Kim, Wonji; Kayima, James; McKenzie, Colin A.; Fox, Ervin; Nalls, Michael A.; Young, Hunter J.; Sun, Yan; Lane, Jacqueline; Cechova, Sylvia; Zhou, Jie; Tang, Hua; Fornage, Myriam; Musani, Solomon K.; Wang, Heming; Lee, Juyoung; Adeyemo, Adebowale; Dreisbach, Albert W.; Forrester, Terrence; Chu, Pei-Lun; Cappola, Anne; Evans, Michele K.; Morrison, Alanna C.; Martin, Lisa W.; Wiggins, Kerri L.; Hui, Qin; Zhao, Wei; Jackson, Rebecca D.; Ware, Erin B.; Faul, Jessica D.; Bray, Michael; Danny, Joshua C.; Mosley, Thomas H.; Palmas, Walter; Guo, Xiuqing; Papanicolaou, George J.; Penman, Alan D.; Polak, Joseph F.; Rice, Kenneth; Boerwinkle, Eric; Bottinger, Erwin P.; Liu, Kiang; Risch, Neil; Hunt, Steven C.; Kooperberg, Charles; Zonderman, Alan B.; Laurie, Cathy C.; Becker, Diane M.; Cai, Jianwen; Loos, Ruth J. F.; Psaty, Bruce M.; Weir, David R.; Kardia, Sharon L. R.; Arnett, Donna K; Won, Sungho; Edwards, Todd L.; Redline, Susan; Cooper, Richard S.; Rao, D. C.; Rotimi, Charles; Chadravarti, Aravinda; Zhu, Xiaofeng; Kerr, Kathleen F.; Reiner, Alex P.; Franceschini, NoraHypertension prevalence varies between ethnic groups, possibly due to differences in genetic, environmental, and cultural determinants. Hispanic/Latino Americans are a diverse and understudied population. We performed a genome-wide association study (GWAS) of blood pressure (BP) traits in 12,278 participants from the Hispanics Community Health Study/Study of Latinos (HCHS/SOL). In the discovery phase we identified eight previously unreported BP loci. In the replication stage, we tested these loci in the 1982 Pelotas Birth Cohort Study of admixed Southern Brazilians, the COGENT-BP study of African descent, women of European descent from the Women Health Initiative (WHI), and a sample of European descent from the UK Biobank. No loci met the Bonferroni-adjusted level of statistical significance (0.0024). Two loci had marginal evidence of replication: rs78701042 (NGF) with diastolic BP (P = 0.008 in the 1982 Pelotas Birth Cohort Study), and rs7315692 (SLC5A8) with systolic BP (P = 0.007 in European ancestry replication). We investigated whether previously reported loci associated with BP in studies of European, African, and Asian ancestry generalize to Hispanics/Latinos. Overall, 26% of the known associations in studies of individuals of European and Chinese ancestries generalized, while only a single association previously discovered in a people of African descent generalized.