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Natarajan, Pradeep

0000-0001-8402-7435

Mayo Clinic

Program in Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of Harvard and MIT, Cambridge, MA (A.S., T.N., M.M.U., W.H., S.G., P.N., M.C.H.).

Citations 9

Atrial Fibrillation and Clonal Hematopoiesis in TET2 and ASXL1
Selvin, Elizabeth , Matsushita, Kunihiro , Nambi, Vijay , Yu, Bing , Bick, Alexander G. , Li, Na , Shah, Amil M. , Natarajan, Pradeep , Selvin, Elizabeth , Selvin, Elizabeth , Natarajan, Pradeep , Bick, Alexander G , Shah, Amil , Saadatagah, Seyedmohammad , Naderian, Mohammadreza , Uddin, Md Mesbah , Dikilitas, Ozan , Niroula, Abhishek , Schuermans, Art , Hoogeveen, Ron Cornelis , Chen, Lin Y. , Ebert, Benjamin L. , Honigberg, Michael C. , Kullo, Iftikhar J. , Ballantyne, Christie M.

JAMA Cardiology | April 10, 2024 | Volume: 9 | Issue: 6 | Pages: 497

10.1001/jamacardio.2024.0459 Get It

ImportanceClonal hematopoiesis of indeterminate potential (CHIP) may contribute to the risk of atrial fibrillation (AF) through its association with inflammation and cardiac remodeling.ObjectiveTo determine whether CHIP was associated with AF, inflammatory and cardiac biomarkers, and cardiac structural changes.Design, Setting, and ParticipantsThis was a population-based, prospective cohort study in participants of the Atherosclerosis Risk in Communities (ARIC) study and UK Biobank (UKB) cohort. Samples were collected and echocardiography was performed from 2011 to 2013 in the ARIC cohort, and samples were collected from 2006 to 2010 in the UKB cohort. Included in this study were adults without hematologic malignancies, mitral valve stenosis, or previous mitral valve procedure from both the ARIC and UKB cohorts; additionally, participants without hypertrophic cardiomyopathy and congenital heart disease from the UKB cohort were also included. Data analysis was completed in 2023.ExposuresCHIP (variant allele frequency [VAF] ≥2%), common gene-specific CHIP subtypes (DNMT3A, TET2, ASXL1), large CHIP (VAF ≥10%), inflammatory and cardiac biomarkers (high-sensitivity C-reactive protein, interleukin 6 [IL-6], IL-18, high-sensitivity troponin T [hs-TnT] and hs-TnI, N-terminal pro–B-type natriuretic peptide), and echocardiographic indices.Main Outcome MeasureIncident AF.ResultsA total of 199 982 adults were included in this study. In ARIC participants (4131 [2.1%]; mean [SD] age, 76 [5] years; 2449 female [59%]; 1682 male [41%]; 935 Black [23%] and 3196 White [77%]), 1019 had any CHIP (24.7%), and 478 had large CHIP (11.6%). In UKB participants (195 851 [97.9%]; mean [SD] age, 56 [8] years; 108 370 female [55%]; 87 481 male [45%]; 3154 Black [2%], 183 747 White [94%], and 7971 other race [4%]), 11 328 had any CHIP (5.8%), and 5189 had large CHIP (2.6%). ARIC participants were followed up for a median (IQR) period of 7.0 (5.3-7.7) years, and UKB participants were followed up for a median (IQR) period of 12.2 (11.3-13.0) years. Meta-analyzed hazard ratios for AF were 1.12 (95% CI, 1.01-1.25; P = .04) for participants with vs without large CHIP, 1.29 (95% CI, 1.05-1.59; P = .02) for those with vs without large TET2 CHIP (seen in 1340 of 197 209 [0.67%]), and 1.45 (95% CI, 1.02-2.07; P = .04) for those with vs without large ASXL1 CHIP (seen in 314 of 197 209 [0.16%]). Large TET2 CHIP was associated with higher IL-6 levels. Additionally, large ASXL1 was associated with higher hs-TnT level and increased left ventricular mass index.Conclusions and RelevanceLarge TET2 and ASXL1, but not DNMT3A, CHIP was associated with higher IL-6 level, indices of cardiac remodeling, and increased risk for AF. Future research is needed to elaborate on the mechanisms driving the associations and to investigate potential interventions to reduce the risk.
Age at Menopause, Leukocyte Telomere Length, and Coronary Artery Disease in Postmenopausal Women
Schuermans, Art , Nakao, Tetsushi , Uddin, Md Mesbah , Hornsby, Whitney , Ganesh, Shriienidhie , Liu, Simin , Haring, Bernhard , Shufelt, Chrisandra , Taub, Margaret A. , Reiner, Alex P. , Bick, Alexander G. , Natarajan, Pradeep , Liu, Simin , Haring, Bernhard , Shufelt, Chrisandra L , Taub, Margaret A , Mathias, Rasika A , Kooperberg, Charles , Reiner, Alexander P , Bick, Alexander G , Manson, JoAnn E , Natarajan, Pradeep , Honigberg, Michael C , Uddin, Md M , Shadyab, Aladdin H , Mathias, Rasika A. , Kooperberg, Charles , Manson, JoAnn E. , Honigberg, Michael C.

Circulation Research | July 25, 2023 | Volume: 133 | Issue: 5 | Pages: 376-386

10.1161/circresaha.123.322984 Get It

BACKGROUND: Premature menopause is a risk factor for accelerated cardiovascular aging, but underlying mechanisms remain incompletely understood. This study investigated the role of leukocyte telomere length (LTL), a marker of cellular aging and genomic instability, in the association of premature menopause with cardiovascular disease. METHODS: Participants from the UK Biobank and Women’s Health Initiative with complete reproductive history and LTL measurements were included. Primary analyses tested the association between age at menopause and LTL using multivariable-adjusted linear regression. Secondary analyses stratified women by history of gynecologic surgery. Mendelian randomization was used to infer causal relationships between LTL and age at natural menopause. Multivariable-adjusted Cox regression and mediation analyses tested the joint associations of premature menopause and LTL with incident coronary artery disease. RESULTS: This study included 130 254 postmenopausal women (UK Biobank: n=122 224; Women’s Health Initiative: n=8030), of whom 4809 (3.7%) had experienced menopause before age 40. Earlier menopause was associated with shorter LTL (meta-analyzed ß=−0.02 SD/5 years of earlier menopause [95% CI, −0.02 to −0.01]; P =7.2×10 -12 ). This association was stronger and significant in both cohorts for women with natural/spontaneous menopause (meta-analyzed ß=−0.04 SD/5 years of earlier menopause [95% CI, −0.04 to −0.03]; P <2.2×10 -16 ) and was independent of hormone therapy use. Mendelian randomization supported a causal association of shorter genetically predicted LTL with earlier age at natural menopause. LTL and age at menopause were independently associated with incident coronary artery disease, and mediation analyses indicated small but significant mediation effects of LTL in the association of menopausal age with coronary artery disease. CONCLUSIONS: Earlier age at menopause is associated with shorter LTL, especially among women with natural menopause. Accelerated telomere shortening may contribute to the heightened cardiovascular risk associated with premature menopause.
The genetic determinants of recurrent somatic mutations in 43,693 blood genomes
Weinstock, Joshua S. , Laurie, Cecelia , Broome, Jai , Taylor, Kent D. , Guo, Xiuqing , Shuldiner, Alan R. , O’Connell, Jeffrey R. , Lewis, Joshua P. , Boerwinkle, Eric , Barnes, Kathleen C. , Chami, Nathalie , Loos, Ruth J. F. , Fornage, Myriam , Redline, Susan , Cade, Brian E. , Chen, Zhanghua , Gauderman, W. James , Schleimer, Robert P. , Bis, Joshua C. , Brody, Jennifer A. , Silverman, Edwin K. , Qiao, Dandi , Lasky‐Su, Jessica , DeMeo, Dawn L. , Palmer, Nicholette D. , Bowden, Donald W. , Johnson, Andrew D. , Yanek, Lisa R. , Becker, Lewis C. , Kardia, Sharon L.R., Kaplan, Robert C. , Heckbert, Susan R. , Smith, Nicholas L. , Arnett, Donna K. , Irvin, Marguerite R. , Tiwari, Hemant K., Raffield, Laura M. , Gao, Yan , Rotter, Jerome I. , Wheeler, Marsha M. , Duggirala, Ravindranath , Xiao, Shujie, Williams, L. Keoki , Meyers, Deborah A. , Ortega, Victor E. , McGarvey, Stephen T. , Chen, Yii‐Der Ida , Lee, Wen‐Jane , Shoemaker, M. Benjamin , Roden, Dan M. , Blackwell, Thomas W. , Smith, Albert V. , Kang, Hyun Min , Mathias, Rasika A. , Natarajan, Pradeep , Jaiswal, Siddhartha , Reiner, Alex P. , Bick, Alexander G. , Kaplan, Robert C. , Broome, Jai , Kenny, Eimear E , Loos, Ruth J F , Fornage, Myriam , Redline, Susan , Cade, Brian E , Gauderman, W James , Grammer, Leslie , Schleimer, Robert P , Bis, Joshua C , Brody, Jennifer A , Silverman, Edwin K , Yun, Jeong H , Qiao, Dandi , Weiss, Scott T , Palmer, Nicholette D , Freedman, Barry I , Cho, Michael H , Vasan, Ramachandran S , Johnson, Andrew D , Yanek, Lisa R , Becker, Lewis C , He, Jiang , Heckbert, Susan R , Wiggins, Kerri L , Arnett, Donna K , Correa, Adolfo , Raffield, Laura M , Gao, Yan , Rotter, Jerome I , Rich, Stephen S , Manichaikul, Ani W , Konkle, Barbara A , Johnsen, Jill M , Custer, Brian S , Duggirala, Ravindranath , Curran, Joanne E , Li, Xingnan , McGarvey, Stephen T , Gu, C Charles , Lee, Wen-Jane , Darbar, Dawood , Roden, Dan M. , Kooperberg, Charles , Desai, Pinkal M , Smith, Albert V , Kang, Hyun M , Mathias, Rasika A , Natarajan, Pradeep , Jaiswal, Siddhartha , Bick, Alexander G , Weinstock, Joshua S , Shuldiner, Alan R , Taylor, Kent D , Guo, Xiuqing , Lasky-Su, Jessica , Gilliland, Frank D. , Kumar, Rajesh , Psaty, Bruce M. , Yun, Jeong H. , Weiss, Scott T. , Freedman, Barry I. , Cho, Michael H. , Vasan, Ramachandran S. , He, Jiang , Wiggins, Kerri L. , Andrade, Mariza de , Rich, Stephen S. , Manichaikul, Ani , Konkle, Barbara A. , Custer, Brian , Curran, Joanne E. , Blangero, John , Gui, Hongsheng , Li, Xingnan , Darbar, Dawood , Albert, Christine M. , Kooperberg, Charles , Desai, Pinkal , Abecasis, Gonçalo R.

Science Advances | April 26, 2023 | Volume: 9 | Issue: 17 | Pages: No page available

10.1126/sciadv.abm4945 Get It

Nononcogenic somatic mutations are thought to be uncommon and inconsequential. To test this, we analyzed 43,693 National Heart, Lung and Blood Institute Trans-Omics for Precision Medicine blood whole genomes from 37 cohorts and identified 7131 non-missense somatic mutations that are recurrently mutated in at least 50 individuals. These recurrent non-missense somatic mutations (RNMSMs) are not clearly explained by other clonal phenomena such as clonal hematopoiesis. RNMSM prevalence increased with age, with an average 50-year-old having 27 RNMSMs. Inherited germline variation associated with RNMSM acquisition. These variants were found in genes involved in adaptive immune function, proinflammatory cytokine production, and lymphoid lineage commitment. In addition, the presence of eight specific RNMSMs associated with blood cell traits at effect sizes comparable to Mendelian genetic mutations. Overall, we found that somatic mutations in blood are an unexpectedly common phenomenon with ancestry-specific determinants and human health consequences.
Cross-Ancestry Investigation of Venous Thromboembolism Genomic Predictors
Thibord, Florian , Klarin, Derek , Brody, Jennifer A. , Chen, Ming‐Huei , Levin, Michael G. , Chasman, Daniel I. , Goode, Ellen L. , Teder‐Laving, Maris , Martínez-Pérez, Ángel , Daian-Bacq, Delphine, Ito, Kaoru , Natarajan, Pradeep , Lutsey, Pamela L. , Nadkarni, Girish N. , Vries, Paul S. de , Wolford, Brooke N. , Pattee, Jack , Brækkan, Sigrid K. , Li‐Gao, Ruifang , Saut, Noémie , Sept, Corriene, Judy, Renae , O’Donnell, Christopher J. , Giulianini, Franco, Boland, Anne , Empana, Jean‐Philippe , Gilliland, Thomas , Do, Ron , Wang, Xin , Zhou, Wei , Soria, José Manuel , Souto, Juan Carlos , Haessler, Jeffery, Hindberg, Kristian , Bartz, Traci M. , Heckbert, Susan R. , Armasu, Sebastian M. , Brumpton, Ben , Smadja, David M. , Jouven, Xavier , Loos, Ruth J. F. , Sabater‐Lleal, Maria , Pankow, James S. , Reiner, Alex P. , Vlieg, Astrid van Hylckama , Deleuze, Jean-François, Skogholt, Anne Heidi , Emmerich, Joseph , Tang, Weihong , Jackson, Rebecca D. , Hansen, John‐Bjarne , Morange, Pierre‐Emmanuel , Kabrhel, Christopher , Johnson, Andrew D. , Smith, Nicholas L. , Martinez-Perez, Angel , Aïssi, Dylan , Ito, Kaoru , Natarajan, Pradeep , Lutsey, Pamela L , Nadkarni, Girish N , de Vries, Paul S , Wolford, Brooke N , Kooperberg, Charles , Braekkan, Sigrid K , Li-Gao, Ruifang , Saut, Noemie , Germain, Marine , Wiggins, Kerri L , Ko, Darae , O'Donnell, Christopher J , Taylor, Kent D , de Andrade, Mariza , Nøst, Therese H , Boland, Anne , Empana, Jean Philippe , Gilliland, Thomas , Do, Ron , Wang, Xin , Manuel Soria, Jose , Carlos Souto, Juan , Pankratz, Nathan , Rosendaal, Frits R , Turman, Constance , Olaso, Robert , Bartz, Traci M , Lynch, Julie A , Heckbert, Susan R , Brumpton, Ben , Smadja, David M , Komuro, Issei , Clapham, Katharine R , Loos, Ruth J F , Willer, Cristen J , Sabater-Lleal, Maria , Pankow, James S , Reiner, Alexander P , Ridker, Paul M. , Rader, Daniel J , Min Lee, Kyung , Psaty, Bruce M , Rich, Stephen S , Vy, Ha My T , Tang, Weihong , Damrauer, Scott M , Johnson, Andrew D , Smith, Nicholas L , Chasman, Daniel I , Brody, Jennifer A , Hveem, Kristian , Cuéllar-Partida, Gabriel , Kooperberg, Charles , Germain, Marine , Wiggins, Kerri L. , Taylor, Kent D. , Andrade, Mariza de , Koyama, Satoshi , Huffman, Jennifer E. , Pankratz, Nathan , Turman, Constance , Kember, Rachel L. , Lynch, Julie A. , Morelli, Vânia Maris , Deleuze, Jean‐François , Kraft, Peter , Lee, Kyung Min , Psaty, Bruce M. , Suchon, Pierre , Rich, Stephen S. , Trégouët, David‐Alexandre

Circulation | October 17, 2022 | Volume: 146 | Issue: 16 | Pages: 1225-1242

10.1161/circulationaha.122.059675 Get It

Background: Venous thromboembolism (VTE) is a life-threatening vascular event with environmental and genetic determinants. Recent VTE genome-wide association studies (GWAS) meta-analyses involved nearly 30 000 VTE cases and identified up to 40 genetic loci associated with VTE risk, including loci not previously suspected to play a role in hemostasis. The aim of our research was to expand discovery of new genetic loci associated with VTE by using cross-ancestry genomic resources. Methods: We present new cross-ancestry meta-analyzed GWAS results involving up to 81 669 VTE cases from 30 studies, with replication of novel loci in independent populations and loci characterization through in silico genomic interrogations. Results: In our genetic discovery effort that included 55 330 participants with VTE (47 822 European, 6320 African, and 1188 Hispanic ancestry), we identified 48 novel associations, of which 34 were replicated after correction for multiple testing. In our combined discovery-replication analysis (81 669 VTE participants) and ancestry-stratified meta-analyses (European, African, and Hispanic), we identified another 44 novel associations, which are new candidate VTE-associated loci requiring replication. In total, across all GWAS meta-analyses, we identified 135 independent genomic loci significantly associated with VTE risk. A genetic risk score of the significantly associated loci in Europeans identified a 6-fold increase in risk for those in the top 1% of scores compared with those with average scores. We also identified 31 novel transcript associations in transcriptome-wide association studies and 8 novel candidate genes with protein quantitative-trait locus Mendelian randomization analyses. In silico interrogations of hemostasis and hematology traits and a large phenome-wide association analysis of the 135 GWAS loci provided insights to biological pathways contributing to VTE, with some loci contributing to VTE through well-characterized coagulation pathways and others providing new data on the role of hematology traits, particularly platelet function. Many of the replicated loci are outside of known or currently hypothesized pathways to thrombosis. Conclusions: Our cross-ancestry GWAS meta-analyses identified new loci associated with VTE. These findings highlight new pathways to thrombosis and provide novel molecules that may be useful in the development of improved antithrombosis treatments.
Genomic and phenomic landscape of clonal hematopoiesis in over a million ancestrally diverse participants
Uddin, Md Mesbah , Weinstock, Joshua S. , Niroula, Abhishek , Vlasschaert, Caitlyn , Koyama, Satoshi , Nakao, Tetsushi , Urbut, Sarah , Paruchuri, Kaavya , Silver, Alexander J. , Mack, Taralynn , Wong, Megan , Bhattacharya, Romit , Jorshery, Saman Doroodgar , Raddatz, Michael A. , Hornsby, Whitney , Kresge, Hailey A. , Cho, Kelly , Sun, Yan V. , Pyarajan, Saiju , Chen, Yii‐Der Ida , Sheu, Wayne H-H , Hung, Yi‐Jen , Hidalgo, Bertha , Fornage, Myriam , Kaplan, Robert C., Williams, L. Keoki , Province, Mike , Kardia, Sharon, Peyser, Patricia A., Yanek, Lisa R. , Becker, Lewis C. , Meyers, Deborah A. , Naseri, Take, Barnes, Kathleen C. , Redline, S S, Schwartz, D A, Shoemaker, M. Benjamin , Palmer, Nicholette D., Bowden, Donald W., Kumar, Rajesh, Nj, Smith, Floyd, James, Tracy, Russell, Bis, Joshua C. , SS, Rich, Boerwinkle, Eric, Wang, Zhe, Silverman, Edwin K. , Auer, Paul L. , Reiner, Alexander P. , Ebert, Benjamin L. , Natarajan, Pradeep , Uddin, Md M , Niroula, Abhishek , Weinstock, Joshua S , Bhattacharya, Romit , Ebert, Benjamin L , Natarajan, Pradeep , Yu, Zhi , Zekavat, Seyedeh M , Truong, Buu Minh Thanh , Haidermota, Sara , Honigberg, Michael C. , Zhang, Martin Jinye , Dron, Jacqueline S. , Heimlich, Jonathan Brett , Sankaran, Vijay G. , Griffin, Gabriel K. , Gibson, Christopher James , Wilson, Peter W.F. , Genovese, Giulio , Xu, Yaomin , Savona, Michael R. , Raffield, Laura M. , Arnett, Donna K. , Konkle, Barbara A. , Peyser, Patricia A. , Smith, Jennifer A. , Mathias, Rasika A. , Andrade, Mariza de , Darbar, Dawood , He, Jiang , Blangero, John , Weiss, Scott T. , Custer, Brian , Minster, Ryan L , Viali, Satupaitea , Mitchell, Braxton D. , Palmer, Nicholette D , Freedman, Barry I. , Bowden, Donald W. , Albert, Christine M. , Smith, Nicholas, Tracy, Russell P. , Psaty, Bruce M. , Taylor, Kent D. , Rotter, Jerome I. , Boerwinkle, Eric , Vasan, Ramachandran S. , Lubitz, Steven A. , Ellinor, Patrick T. , Loos, Ruth J. F. , Yun, Jeong H. , Cho, Michael H. , Abecasis, Gonçalo R. , Kooperberg, Charles , Reiner, Alex P. , Jaiswal, Siddhartha , Bick, Alexander G.

No container title available | July 31, 2022 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1101/2022.07.29.22278015 Get It

Abstract With aging, somatic mutations in hematopoietic stem and progenitor cells (HSPC) can give rise to clonal hematopoiesis of indeterminate potential (CHIP), a premalignant state associated with diverse age-related diseases. Here we report the largest multi-ancestry genome-wide analysis of CHIP to date (N = 1,018,305), including individuals of African (N = 85,978), Admixed American (N = 191,371), East Asian (N = 13,532), European (N = 694,015), and South Asian (N = 13,193) ancestry. Multi-ancestry meta-analyses identified 72 genome-wide significant loci, including 44 novel associations implicating genes such as AFF1 , ATF7IP , ATP8B4 , BCL2 , CEBPA , CYRIA , DNM2 , ELF1 , NKX2-3 , PIK3CB , PRDM16 , RPN1 , TERC , and TRIM4 . Notably, variants at MECOM and PHF20L1 showed opposite allelic effects between DNMT3A - and non- DNMT3A -driven CHIP, highlighting driver-specific germline influences. Implicated loci converge on pathways regulating telomere maintenance, cell-cycle control, hematopoietic transcription, DNA damage response and immune signaling. These findings support a model in which germline variation both expands the HSPC pool and biases clonal selection in a driver-dependent manner, providing a mechanistic basis for inter-individual heterogeneity in CHIP. Phenome-wide association analyses further linked CHIP to hematologic, neoplastic, and circulatory traits, with enrichment across hematopoietic and non-hematopoietic cell types. Together, this work expands the genomic and phenomic landscape of CHIP and reveals germline–somatic interactions that shape clonal evolution during aging.
Mendelian randomization supports bidirectional causality between telomere length and clonal hematopoiesis of indeterminate potential
Nakao, Tetsushi , Bick, Alexander G. , Taub, Margaret A. , Uddin, Md Mesbah , Niroula, Abhishek , Carty, Cara L. , Lane, John , Honigberg, Michael C. , Weinstock, Joshua S. , Pampana, Akhil , Griffin, Gabriel K. , Bhattacharya, Romit , Assimes, Themistocles L. , Emery, Leslie S. , Wong, Quenna , Broome, Jai , Laurie, Cecelia , Khan, Alyna , Smith, Albert V. , Blackwell, Thomas W. , Nelson, Christopher P. , Yoneda, Zachary T. , Peralta, Juan M. , Bowden, Donald W. , Irvin, Marguerite R. , Boorgula, Meher Preethi, Zhao, Wei , Yanek, Lisa R. , Roden, Dan M. , Reupena, Muagututi‘a Sefuiva , DeMeo, Dawn L. , Kelly, Shannon , Musani, Solomon K., Bis, Joshua C. , Lloyd‐Jones, Donald M. , Peyser, Patricia A. , Qiao, Dandi , Tiwari, Hemant K., Smith, Jennifer A. , Smith, Nicholas L. , Kelly, Tanika N. , Hidalgo, Bertha , Weeks, Daniel E. , Group, The Samoan Obesity, Lifestyle and Genetic Adaptations Study (OLaGA), Deka, Ranjan , Naseri, Take, Fuentes, Lisa de las , Raffield, Laura M. , Morrison, Alanna C. , Vries, Paul S. de , Shoemaker, M. Benjamin , Palmer, Nicholette D. , Barnes, Kathleen C. , Redline, Susan , Kardia, Sharon L.R., Becker, Lewis C. , Heckbert, Susan R. , He, Jiang , Post, Wendy S. , Arnett, Donna K. , McGarvey, Stephen T. , Chen, Yii‐Der Ida , Kaplan, Robert C. , Meyers, Deborah A. , Fornage, Myriam , Boerwinkle, Eric , Loos, Ruth J. F. , Silverman, Edwin K. , Danesh, John , Samani, Nilesh J. , Jaiswal, Siddhartha , Ebert, Benjamin L. , Reiner, Alex P. , Mathias, Rasika A. , Do, Ron , Natarajan, Pradeep , Zhao, Wei , Zekavat, Seyedeh M , Uddin, Md M , Niroula, Abhishek , Lane, John , Honigberg, Michael C , Weinstock, Joshua S , Pampana, Akhil , Griffin, Gabriel K , Clarke, Shoa L , Bhattacharya, Romit , Assimes, Themistocles L , Emery, Leslie S , Stilp, Adrienne M , Wong, Quenna , Broome, Jai , Khan, Alyna T , Smith, Albert V , Codd, Veryan , Nelson, Christopher P , Yoneda, Zachary T , Peralta, Juan M , Yanek, Lisa R , Wiggins, Kerri L , Gu, C Charles , Peloso, Gina M , Roden, Dan M. , Hwu, Chii-Min , North, Kari E. , Bis, Joshua C , Lloyd-Jones, Donald M , Johnsen, Jill M , Preuss, Michael , Tracy, Russell P , Peyser, Patricia A , Qiao, Dandi , Curran, Joanne E , Freedman, Barry I , Chavan, Sameer , Smith, Jennifer A , Kelly, Tanika N , Hidalgo, Bertha , Weeks, Daniel E , Hawley, Nicola L , Minster, Ryan L , de las Fuentes, Lisa , Raffield, Laura M , Ballantyne, Christie M , Kenny, Eimear E , Rich, Stephen S , Whitsel, Eric A , Cho, Michael H , Palmer, Nicholette D , Mitchell, Braxton D , Shuldiner, Alan R , Redline, Susan , Heckbert, Susan R , He, Jiang , Post, Wendy , Arnett, Donna K , Vasan, Ramachandran S , Weiss, Scott T , McGarvey, Stephen T , Custer, Brian S , Correa, Adolfo , Manson, JoAnn E , Konkle, Barbara A , Loos, Ruth J F , Rotter, Jerome I , Silverman, Edwin K , Kooperberg, Charles , Samani, Nilesh J , Jaiswal, Siddhartha , Libby, Peter , Ellinor, Patrick T , Pankratz, Nathan , Ebert, Benjamin L , Mathias, Rasika A , Do, Ron , Natarajan, Pradeep , Morrison, Alanna C , Bick, Alexander G , Gibson, Christopher James , Clarke, Shoa L. , Codd, Veryan , Wiggins, Kerri L. , Hixson, James E. , Peloso, Gina M. , Tracy, Russell P. , Desai, Pinkal , Curran, Joanne E. , Freedman, Barry I. , Cupples, L. Adrienne , Group, The Samoan Obesity, Lifestyle and Genetic Adaptations Study (OLaGA), Naseri, Take K. , Ballantyne, Christie M. , Rich, Stephen S. , Cho, Michael H. , Pace, Betty S. , Blangero, John , Mitchell, Braxton D. , Shuldiner, Alan R. , Abecasis, Gonçalo R. , Vasan, Ramachandran S. , Darbar, Dawood , Weiss, Scott T. , Andrade, Mariza de , Custer, Brian , Psaty, Bruce M. , Manson, JoAnn E. , Konkle, Barbara A. , Rotter, Jerome I. , Kooperberg, Charles , Libby, Peter , Ellinor, Patrick T. , Pankratz, Nathan

Science Advances | April 6, 2022 | Volume: 8 | Issue: 14 | Pages: No page available

10.1126/sciadv.abl6579 Get It

Human genetic studies support an inverse causal relationship between leukocyte telomere length (LTL) and coronary artery disease (CAD), but directionally mixed effects for LTL and diverse malignancies. Clonal hematopoiesis of indeterminate potential (CHIP), characterized by expansion of hematopoietic cells bearing leukemogenic mutations, predisposes both hematologic malignancy and CAD. TERT (which encodes telomerase reverse transcriptase) is the most significantly associated germline locus for CHIP in genome-wide association studies. Here, we investigated the relationship between CHIP, LTL, and CAD in the Trans-Omics for Precision Medicine (TOPMed) program ( n = 63,302) and UK Biobank ( n = 47,080). Bidirectional Mendelian randomization studies were consistent with longer genetically imputed LTL increasing propensity to develop CHIP, but CHIP then, in turn, hastens to shorten measured LTL (mLTL). We also demonstrated evidence of modest mediation between CHIP and CAD by mLTL. Our data promote an understanding of potential causal relationships across CHIP and LTL toward prevention of CAD.
A large-scale multi-ethnic genome-wide association study of coronary artery disease
Tcheandjieu, Catherine , Zhu, Xiang , Clarke, Shoa L. , Lee, Kyung Min , Chen, Fei , Pyarajan, Saiju , Song, Rebecca J. , Plomondon, Mary E. , Waldo, Stephen W. , Sinnott-Armstrong, Nasa , Wojcik, Genevieve L. , Haessler, Jeffrey, Do, Ron , North, Kari, Haiman, Christopher, Bis, Joshua, Shen, Botong, Lange, Leslie A., Lu, Yingchang , Stanaway, Ian B. , Hebbring, Scott J. , Namjou, Bahram , Kaufman, Kenneth M. , Kamatani, Yoichiro, Ritchie, Marylyn D. , Baras, Aris , Natarajan, Pradeep , Raghavan, Sridharan , Lee, Jennifer , Tang, Hua, Sun, Yan V. , O’Donnell, Christopher J. , Kathiresan, Sekar , Saleheen, Danish , Gaziano, J. Michael , Reaven, Peter D. , Cho, Kelly , Graff, Mariaelisa , Huang, Jie , Clarke, Shoa L , Do, Ron , Natarajan, Pradeep , Min Lee, Kyung , Assimes, Themistocles L. , Hilliard, Austin T. , Napolioni, Valerio , Ma, Shining , Fang, Huaying , Gorman, Bryan R. , Maddox, Thomas M , Ho, Yuk-Lam Anne , Buyske, Steven , Kooperberg, Charles , Loos, Ruth J. F. , Verbanck, Marie , Chaudhary, Kumardeep , Avery, Christy L. , Marchand, Loı̈c Le , Wilkens, Lynne R. , Leonard, Hampton L. , Giri, Ayush , Dikilitas, Ozan , Kullo, Iftikhar J. , Jarvik, Gail P. , Gordon, Adam, Koyama, Satoshi , Ito, Kaoru , Ishigaki, Kazuyoshi , Kamatani, Yoichiro, Tsao, Noah L. , Verma, Shefali S. , Kember, Rachel L. , Lotta, Luca Andrea , Levin, Michael G. , Hauser, Elizabeth R. , Miller, Donald Ray , Vujković, Marijana , Huffman, Jennifer E. , Klarin, Derek , Voight, Benjamin F. , Rader, Daniel J , Chang, Kyong‐Mi , Damrauer, Scott M , Lynch, Julie A. , Wilson, Peter W.F. , Tsao, Philip S. , Bick, Alexander G.

No container title available | March 10, 2021 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-275591/v1 Get It

Abstract Coronary artery disease (CAD) is a leading cause of death, yet its genetic determinants are not fully elucidated. We report a multi-ethnic genome-wide association study of CAD involving nearly a quarter of a million cases, incorporating the largest cohorts to date of Whites, Blacks, and Hispanics from the Million Veteran Program with existing studies including CARDIoGRAMplusC4D, UK Biobank, and Biobank Japan. We verify substantial and nearly equivalent heritability of CAD across multiple ancestral groups, discover 107 novel loci including the first nine on the X-chromosome, identify the first eight genome-wide significant loci among Blacks and Hispanics, and demonstrate that two common haplotypes are largely responsible for the risk stratification at the well-known 9p21 locus in most populations except those of African origin where both haplotypes are virtually absent. We identify 15 loci for angiographically derived burden of coronary atherosclerosis, which robustly overlap with the strongest and earliest loci reported to date for clinical CAD. Phenome-wide association analyses of novel loci and externally validated polygenic risk scores (PRS) augment signals from the insulin resistance cluster of risk factors and consequences, extend previously established pleiotropic associations of loci with traditional risk factors to include smoking and family history, and confirm a substantially reduced transferability of existing PRS to Blacks. Downstream integrative genomic analyses reinforce the critical role of endothelial, fibroblast, and smooth muscle cells within the coronary vessel wall in CAD susceptibility. Our study highlights the value of a multi-ethnic design in efficiently characterizing the genetic architecture of CAD across all human populations.
Genetic Architecture of Abdominal Aortic Aneurysm in the Million Veteran Program
Klarin, Derek , Judy, Renae , Dikilitas, Ozan , Wolford, Brooke N. , Paranjpe, Ishan , Levin, Michael G. , Pan, Cuiping , Tcheandjieu, Catherine , Spin, Joshua M. , Assimes, Themistocles L. , Nyrønning, Linn Åldstedt , Mattsson, Erney , Denny, Joshua C. , Zhang, Yanfei , Jarvik, Gail P. , Gharavi, Ali G. , Harley, John B. , Mentch, Frank , Håkonarson, Håkon , Skogholt, Anne Heidi , Thomas, Laurent F. , Gabrielsen, Maiken E. , Zhou, Wei , Fritsche, Lars G. , Huang, Jie , Natarajan, Pradeep , Sun, Yan V. , DuVall, Scott L. , Cho, Kelly , Chang, Kyong‐Mi , Wilson, Peter W.F. , O’Donnell, Christopher J., Kathiresan, Sekar , Scali, Salvatore T. , Jones, Gregory T. , Bown, Matthew J. , Nadkarni, Girish N. , Ritchie, Marylyn D. , Tsao, Philip S. , Gaziano, J. Michael , Ramoni, Rachel , Breeling, Jim, Huang, Grant D. , Muralidhar, Sumitra , O’Donnell, Christopher J. , Romero, Jonathan , Tsao, Philip S., Moser, Jennifer , Whitbourne, Stacey B. , Brewer, Jessica V., Warren, Stuart, Argyres, Dean P., Tsao, Philip S., Stephens, Brady, Brophy, Mary T. , Humphries, Donald E., Shayan, Shahpoor, O’Donnell, Christopher J., Pyarajan, Saiju , Tsao, Philip S., Dell’Italia, Louis J. , Zablocki, Clement J., Beckham, Jean, Wells, John A. , Gutierrez, Salvador, Kaminsky, Laurence S., Villareal, Gerardo, Xu, Junzhe, Hamner, Mark B. , Haddock, Kathlyn Sue, Bhushan, Sujata, Iruvanti, Pran, Godschalk, Michael, Buford, Malcolm, Mastorides, Stephen , Ratcliffe, Nora, Flórez, Hermes , Swann, Alan C. , Murdoch, Maureen, Yeh, Shing Shing, Washburn, Ronald G., Jhala, Darshana , Aguayo, Samuel M., Cohen, David , Sharma, Satish, Callaghan, John, Oursler, Kris Ann, Ahuja, Sunil K. , Gutierrez, Amparo, Schifman, Ronald, Greco, Jennifer , Oehlert, Mary E. , Wallbom, Agnes, Fernando, Ronald, Morgan, Timothy R. , Stapley, Todd, Anderson, Gwenevere, Sonel, Elif, Fayad, Joseph, Hung, Adriana M. , Lichy, Jack, Hurley, Robin A. , Hakonarson, Hakon , Denny, Joshua C , Jarvik, Gail P , Dikilitas, Ozan , Assimes, Themistocles L , Natarajan, Pradeep , Wolford, Brooke N , Scali, Salvatore , Chang, Kyong-Mi , Tsao, Philip S , Verma, Shefali S. , Lynch, Julie A. , Edwards, Todd L. , Larson, Eric B. , Lee, Ming Ta Michael , Carrell, David , Pacheco, Jennifer A. , Hveem, Kristian , Nielsen, Jonas Bille , Rader, Daniel J , O’Donnell, Christopher J., Berceli, Scott A. , Willer, Cristen J , Kullo, Iftikhar J. , Damrauer, Scott M , Beckham, Jean C , Tsao, Philip S., Concato, John , Tsao, Philip S., Do, Nhan , Nguyen, Xuan‐Mai T. , O’Donnell, Christopher J., Tsao, Philip S., Hauser, Elizabeth R. , Zhao, Hongyu , McArdle, Rachel , Whittle, Jeff , Beckham, Jean, Wells, John, Gibson, Gretchen , Kinlay, Scott , Ballas, Zuhair K. , Klein, Jon , Sriram, Peruvemba , Washburn, Ronald, Whooley, Mary A. , Rauchman, Michael I. , Servatius, Richard J. , Sherman, Scott E. , Boyko, Edward J. , Meyer, Laurence , Gupta, Samir , Robey, R. Brooks , Striker, Rob

Circulation | September 28, 2020 | Volume: 142 | Issue: 17 | Pages: 1633-1646

10.1161/circulationaha.120.047544 Get It

Background: Abdominal aortic aneurysm (AAA) is an important cause of cardiovascular mortality; however, its genetic determinants remain incompletely defined. In total, 10 previously identified risk loci explain a small fraction of AAA heritability. Methods: We performed a genome-wide association study in the Million Veteran Program testing ≈18 million DNA sequence variants with AAA (7642 cases and 172 172 controls) in veterans of European ancestry with independent replication in up to 4972 cases and 99 858 controls. We then used mendelian randomization to examine the causal effects of blood pressure on AAA. We examined the association of AAA risk variants with aneurysms in the lower extremity, cerebral, and iliac arterial beds, and derived a genome-wide polygenic risk score (PRS) to identify a subset of the population at greater risk for disease. Results: Through a genome-wide association study, we identified 14 novel loci, bringing the total number of known significant AAA loci to 24. In our mendelian randomization analysis, we demonstrate that a genetic increase of 10 mm Hg in diastolic blood pressure (odds ratio, 1.43 [95% CI, 1.24–1.66]; P =1.6×10 −6 ), as opposed to systolic blood pressure (odds ratio, 1.06 [95% CI, 0.97–1.15]; P =0.2), likely has a causal relationship with AAA development. We observed that 19 of 24 AAA risk variants associate with aneurysms in at least 1 other vascular territory. A 29-variant PRS was strongly associated with AAA (odds ratio PRS , 1.26 [95% CI, 1.18–1.36]; P PRS =2.7×10 −11 per SD increase in PRS), independent of family history and smoking risk factors (odds ratio PRS+family history+smoking , 1.24 [95% CI, 1.14–1.35]; P PRS =1.27×10 −6 ). Using this PRS, we identified a subset of the population with AAA prevalence greater than that observed in screening trials informing current guidelines. Conclusions: We identify novel AAA genetic associations with therapeutic implications and identify a subset of the population at significantly increased genetic risk of AAA independent of family history. Our data suggest that extending current screening guidelines to include testing to identify those with high polygenic AAA risk, once the cost of genotyping becomes comparable with that of screening ultrasound, would significantly increase the yield of current screening at reasonable cost.
Genomic and transcriptomic association studies identify 16 novel susceptibility loci for venous thromboembolism
Lindström, Sara , Wang, Lu , Smith, Erin N. , Gordon, William, Vlieg, Astrid van Hylckama , Andrade, Mariza de , Brody, Jennifer A. , Pattee, Jack , Haessler, Jeffrey, Brumpton, Ben , Suchon, Pierre , Chen, Ming‐Huei , Germain, Marine , Wiggins, Kerri L. , Brækkan, Sigrid K. , Armasu, Sebastian M. , Jackson, Rebecca D., Giulianini, Franco, Puurunen, Marja , Ibrahim, Manal , Heckbert, Susan R. , Natarajan, Pradeep , Klarin, Derek , Program, The Million Veteran, Vries, Paul S. de , Sabater‐Lleal, Maria , Group, The CHARGE Hemostasis Working, Bammler, Theo K. , Frazer, Kelly A. , McCauley, Bryan M. , Pankow, James S. , Reiner, Alex P. , Gabrielsen, Maiken E. , Kim, Jihye , McKnight, Barbara, Hansen, J.-B., Heit, John A. , Tang, Weihong , Morange, Pierre‐Emmanuel , Johnson, Andrew D. , Kabrhel, Christopher , Trégouët, David‐Alexandre , Smith, Nicholas L. , Assimes, Themistocles L. , Ballantyne, Christie M. , Hansen, John‐Bjarne , Frazer, Kelly A , de Andrade, Mariza , Assimes, Themistocles L , Wiggins, Kerri L , Ballantyne, Christie M , Natarajan, Pradeep , Braekkan, Sigrid K , Germain, Marine , Brumpton, Ben , Sabater-Lleal, Maria , Pankow, James S , Tang, Weihong , Brody, Jennifer A , Chasman, Daniel I. , Turman, Constance , MacDonald, James W. , Pankratz, Nathan , Nielsen, Jonas Bille , Damrauer, Scott M , Program, The Million Veteran, Huffman, Jennifer E. , Group, The CHARGE Hemostasis Working, Taylor, Kent D. , Deleuze, Jean‐François , O'Donnell, Chris J., Kraft, Peter , Rosendaal, Frits R , Psaty, Bruce M. , Kooperberg, Charles , Hveem, Kristian , Ridker, Paul M.

Blood | August 16, 2019 | Volume: 134 | Issue: 19 | Pages: 1645-1657

10.1182/blood.2019000435 Get It

In this work related to familial aggregation of familial venous thromboembolism, the investigators report genomic and transcriptomic association of 16 novel susceptibility loci for venous thromboembolism.