Back to Authors

Psaty, Bruce M.

https://orcid.org/0000-0002-7278-2190

Mayo Clinic

University of Washington

Citations 28

MarkVCID2 Consortium for Clinical Validation of Biomarkers of Cerebral Small Vessel Disease: Validation Framework and Baseline Characteristics
Greenberg, Steven M. , Albert, Marylin S., An, Hongyu , Arfanakis, Konstantinos , Evia, Arnold M , Caprihan, Arvind , Ford, Andria L. , Fornage, Myriam , Day, Gregory S. , Hinman, Jason D. , Kashani, Amir H. , Kramer, Joel H. , Lachner, Christian , Maillard, Pauline , Petersen, Ronald C. , Ringman, John M. , Savitz, Sean I. , Windham, B. Gwen, Zhang, Rong , Tuozzo, Carissa , Singh, Herpreet , Moy, Sue, Okey‐Ewurum, Vilma , Kivisäkk, Pia , Blacker, Deborah , Mazina, Lidiya, Helmer, Karl G. , Wruck, Lisa , Corriveau, Roderick A. , Jicha, Gregory A , Kashani, Amir H , Lachner, Christian , Lee, Jin-Moo , Liu, Peiying , Lu, Hanzhang , Maillard, Pauline , Petersen, Ronald C , Psaty, Bruce M , Ringman, John M , Rosenberg, Gary A. , Satizabal, Claudia L , Seshadri, Sudha , Vemuri, Prashanthi , Wang, Danny J J , Wilcock, Donna M , Tuozzo, Carissa , Singh, Herpreet , Okey-Ewurum, Vilma , Page, Courtney B , Mulder, Hillary , Kivisäkk, Pia , Blacker, Deborah , Mazina, Lidiya , Helmer, Karl G , Wruck, Lisa M , Day, Gregory S , Jicha, Gregory A. , Lee, Jin‐Moo , Liu, Peiying , Lu, Hanzhang , Psaty, Bruce M. , Satizábal, Claudia L. , Schneider, Julie A. , Seshadri, Sudha , Vemuri, Prashanthi , Wang, Danny J.J. , Wilcock, Donna M. , Mulder, Hillary , Schwab, Kristin

Annals of Neurology | September 22, 2025 | Volume: 99 | Issue: 2 | Pages: 449-458

10.1002/ana.78040 Get It

Objective To establish a framework for validating candidate biomarkers of cerebral small vessel diseases (SVD) associated with cognitive impairment and characterize individuals enrolled by the MarkVCID2 consortium under this framework. Methods Participants age 60 to 90 years were enrolled across 17 MarkVCID2 sites. Recruitment was targeted to enrich in cognitive symptoms (mild dementia, mild cognitive impairment, subjective cognitive decline), defined risk factors (diabetes mellitus, advanced hypertension), and Black/African American, White, and Hispanic/Latino subgroups. Enrolled participants underwent baseline visits that included cognitive testing, multimodal magnetic resonance imaging (MRI), and biofluid collection. Provisional risk for SVD‐related cognitive decline was estimated primarily by baseline cognitive symptoms plus SVD risk factors. Adjudicated risk status was estimated by cognitive symptoms plus presence of moderate‐to‐severe white matter hyperintensities, microbleeds, or lacunes on baseline MRI. Results MarkVCID2 enrolled 1883 individuals age 73.4 ± 7.5 years, 65.0% female, 24.2% Hispanic, and 27.1% non‐Hispanic Black. Among enrollees, 44.8% were provisionally designated high‐risk. After baseline MRI, 48.5% were categorized as adjudicated high‐risk status, with substantial recategorization both from low‐ to high‐risk (primarily because of MRI lesions without SVD risk factors) and high‐ to low‐risk (primarily suspected cognitive impairment at screening not confirmed by baseline testing). Interpretation MarkVCID2 baseline data indicate successful enrollment of diverse individuals enriched in factors associated with SVD‐related cognitive decline. Changes over 3 years of longitudinal follow‐up will be analyzed to validate the candidate biomarkers for 2 projected contexts of use: subject selection (identifying likelihood of future SVD progression) and study outcome (efficiently measuring SVD progression). ANN NEUROL 2026;99:449–458
Molecular Phenogroups in Heart Failure: Large-Scale Proteomics in a Population-Based Cohort
Downie, Carolina G , Shearer, Joseph J. , Kuku, Kayode O. , Kizer, Jorge R. , Psaty, Bruce M. , Joo, Jungnam , Roger, Véronique L. , Bielinski, Suzette , Kizer, Jorge R , Psaty, Bruce M , Joo, Jungnam , Roger, Veronique L , Bielinski, Suzette J.

Circulation: Genomic and Precision Medicine | July 16, 2025 | Volume: 18 | Issue: 4 | Pages: No page available

10.1161/circgen.124.004953 Get It

BACKGROUND: Heart failure (HF) is a heterogeneous syndrome with high mortality. The need for a new taxonomy of HF is recognized; up to now, such phenomapping efforts have primarily used clinical data. Proteomics offers potential for more precise phenotypic identification and mechanistic insights. However, few phenomapping studies have used this approach, and all have focused on targeted cardiovascular proteomics panels and a restricted HF ejection fraction group. METHODS: We measured over 7000 plasma proteins in a population-based cohort of 1351 patients with HF, used k-means clustering to identify distinct phenogroups, and compared their clinical characteristics and all-cause mortality. RESULTS: Three proteomics-defined phenogroups were identified, with substantial differences in survival (phenogroup 1 5-year survival probability, 65% [95% CI, 61%–68%]; phenogroup 2, 45% [40%–51%]; phenogroup 3, 26% [22%–30%]), independent of clinical characteristics. Phenogroups also exhibited differences in several measures suggesting poorer health, including NT-proBNP (N-terminal pro-B-type natriuretic peptide), kidney function, and Meta-Analysis Global Group in Chronic Heart Failure scores, but did not differ by ejection fraction or New York Heart Association class. CONCLUSIONS: Our study demonstrates that molecular phenomapping can stratify patients with HF into distinct subgroups that go beyond predefined clinical classifications.
Whole Genome Sequencing Analysis of Severe, Early-onset Chronic Obstructive Pulmonary Disease
Gharib, Salwa, Oelsner, E., Xu, Hanfei , Yu, Bing , Meyers, D.A., Norwood, Arnita F. , Ortega, V.E., Sliwiński, P, Medicine, Trans-Omics in Precision, Silverman, E.K., Cho, M.H. , Oelsner, Elizabeth C. , Oelsner, Elizabeth C , Kim, Katherine Callaway , Hu, X., Chun, Sung , Rasmussen‐Torvik, Laura J. , Sofer, Tamar , Barr, R. Graham , Carson, April P. , Kalhan, Ravi , Kaplan, Robert C. , Lomas, David A. , London, Stephanie J. , Meyers, D.A., O’Connor, George T. , Psaty, Bruce M. , Rich, Stephen S. , Manichaikul, Ani

American Journal of Respiratory and Critical Care Medicine | May 11, 2025 | Volume: 211 | Issue: Supplement_1 | Pages: A3380-A3380

10.1164/ajrccm.2025.211.abstracts.a3380 Get It

Abstract Background:Chronic obstructive pulmonary disease (COPD) is a major global health burden, with genome-wide association studies explaining only a fraction of its heritability. Recent advancements, including large-scale, multi-ancestry whole-genome sequencing and a focus on severe, early-onset cases, offer promising avenues to identify additional COPD-related variants. Furthermore, recent studies show that adjusting for polygenic risk scores (PRS) enhances statistical power to detect rare variants, advancing efforts to understand COPD's genetic basis. Methods:We performed a whole genome sequencing association study of severe, early-onset COPD (FEV1 < 50%, age ≤ 55), FEV1 and FEV1/FVC in eight population-based studies (ARIC, CARDIA, CFS, CHS, FHS, HCHS/SOL, JHS, MESA) and seven COPD-enriched studies (COPDGene, ECLIPSE, Boston Early-Onset COPD Study, LTRC, TCGS (Poland), ICGN, SPIROMICS). We performed single-variant analyses using regenie software, applying a genome-wide significance threshold of P < 5.0 x 10-8. For rare variant set (MAF <1%) analysis, we annotated variants with loss of function or deleterious missense using WGS Annotator and prediction tools LOFTEE, SIFT, and PolyPhen2, then analyzed these variants with SKATO-ACAT method in regenie, adjusting for covariates including sex, sequencing center, and principal components of ancestry. We additionally evaluated adjusting the analyses for PRSs for lung function traits. Results: We analyzed 53,028 participants including 34,751 European, 12,508 African, 1,088 Latino American, and 674 East Asian ancestry. Across cohorts, we analyzed 5,063 severe (FEV1 < 50%) COPD cases, among whom 1,103 were early-onset (age ≤ 55). Excluding variants within 1 Mbp of known variants, single-variant analysis identified 68 novel associations (MAC ≥ 30), with 8 common associations (MAF ≥ 1%) in 6 genomic regions. Our most significant novel association for severe early-onset COPD was rs74297390 (intergenic to POM121L12, MAF = 9.6%, Beta = 0.41, P = 3.5 x 10-8). For FEV1 and FEV1/FVC ratio, variants near DKK2 and AKR1E2 were significantly associated and were replicated in an independent dataset (Shrine et al., 2019). DKK2 is an antagonist in the Wnt pathway. In a preliminary variant set analysis, CHRM3-AS1 was associated with severe early-onset COPD, GPAT with FEV1, and COL8A1I and HMCN1 with FEV1/FVC. With PRS adjustment, ST6GALNAC5 was associated with FEV1/FVC. Conclusions: In a whole genome sequencing study of lung function and severe early-onset COPD, we identified new loci for COPD-related phenotypes, including two novel loci that replicated in an independent dataset. Ongoing work involves variant set-based analyses with additional covariate adjustments, as well as PRS adjustments for binary traits.
Epidemiologic Features of Recovery From SARS-CoV-2 Infection
Oelsner, Elizabeth C. , Sun, Yifei , Andrews, Howard , Carson, April P. , Cushman, Mary , Demmer, Ryan T. , Elkind, Mitchell S.V. , Gallo, Linda C. , Kandula, Namratha R. , Kaplan, Robert C. , Kucharska-Newton, Anna M., Lee, Joyce , Norwood, Arnita F. , Ortega, Victor E. , Gabriel, Kelley Pettee , Sotres‐Alvarez, Daniela , Shikany, James M., Thyagarajan, Bharat , Umans, Jason G. , Wenzel, Sally E. , Woodruff, Prescott G. , Zhang, Ying , Kucharska‐Newton, Anna , Carson, April P , Thyagarajan, Bharat , Oelsner, Elizabeth C , Kucharska-Newton, Anna M , Demmer, Ryan T , Lee, Joyce S , Wenzel, Sally E , Balte, Pallavi , Allen, Norrina B. , Cole, Shelley A. , Coresh, Josef , Couper, David , Daviglus, Martha , Gutierrez, Jose D., Howard, Virginia J. , Isasi, Carmen R. , Judd, Suzanne E. , Kanaya, Alka M , Kinney, Gregory L. , Lackland, Daniel T. , Make, Barry J. , Min, Yuan‐I , Murabito, Joanne M. , Psaty, Bruce M. , Regan, Elizabeth Anne , Schwartz, David A. , Tracy, Russell P. , Vasan, Ramachandran S. , Xanthakis, Vanessa , Post, Wendy S. , Wenzel, Sally E.

JAMA Network Open | June 17, 2024 | Volume: 7 | Issue: 6 | Pages: e2417440

10.1001/jamanetworkopen.2024.17440 Get It

ImportancePersistent symptoms and disability following SARS-CoV-2 infection, known as post–COVID-19 condition or “long COVID,” are frequently reported and pose a substantial personal and societal burden.ObjectiveTo determine time to recovery following SARS-CoV-2 infection and identify factors associated with recovery by 90 days.Design, Setting, and ParticipantsFor this prospective cohort study, standardized ascertainment of SARS-CoV-2 infection was conducted starting in April 1, 2020, across 14 ongoing National Institutes of Health–funded cohorts that have enrolled and followed participants since 1971. This report includes data collected through February 28, 2023, on adults aged 18 years or older with self-reported SARS-CoV-2 infection.ExposurePreinfection health conditions and lifestyle factors assessed before and during the pandemic via prepandemic examinations and pandemic-era questionnaires.Main Outcomes and MeasuresProbability of nonrecovery by 90 days and restricted mean recovery times were estimated using Kaplan-Meier curves, and Cox proportional hazards regression was performed to assess multivariable-adjusted associations with recovery by 90 days.ResultsOf 4708 participants with self-reported SARS-CoV-2 infection (mean [SD] age, 61.3 [13.8] years; 2952 women [62.7%]), an estimated 22.5% (95% CI, 21.2%-23.7%) did not recover by 90 days post infection. Median (IQR) time to recovery was 20 (8-75) days. By 90 days post infection, there were significant differences in restricted mean recovery time according to sociodemographic, clinical, and lifestyle characteristics, particularly by acute infection severity (outpatient vs critical hospitalization, 32.9 days [95% CI, 31.9-33.9 days] vs 57.6 days [95% CI, 51.9-63.3 days]; log-rank P < .001). Recovery by 90 days post infection was associated with vaccination prior to infection (hazard ratio [HR], 1.30; 95% CI, 1.11-1.51) and infection during the sixth (Omicron variant) vs first wave (HR, 1.25; 95% CI, 1.06-1.49). These associations were mediated by reduced severity of acute infection (33.4% and 17.6%, respectively). Recovery was unfavorably associated with female sex (HR, 0.85; 95% CI, 0.79-0.92) and prepandemic clinical cardiovascular disease (HR, 0.84; 95% CI, 0.71-0.99). No significant multivariable-adjusted associations were observed for age, educational attainment, smoking history, obesity, diabetes, chronic kidney disease, asthma, chronic obstructive pulmonary disease, or elevated depressive symptoms. Results were similar for reinfections.Conclusions and RelevanceIn this cohort study, more than 1 in 5 adults did not recover within 3 months of SARS-CoV-2 infection. Recovery within 3 months was less likely in women and those with preexisting cardiovascular disease and more likely in those with COVID-19 vaccination or infection during the Omicron variant wave.
Development and Validation of a Protein Risk Score for Mortality in Heart Failure
Kuku, Kayode O. , Shearer, Joseph J. , Hashemian, Maryam , Oyetoro, Rebecca , Dulek, Brittany , Larson, Nicholas B. , Ganz, Peter , Joo, Jungnam , Roger, Véronique L. , Dulek, Brittany , Bielinski, Suzette , Larson, Nicholas B , Ganz, Peter , Joo, Jungnam , Park, Hoyoung , Bielinski, Suzette J. , Levy, Daniel , Psaty, Bruce M.

Annals of Internal Medicine | January 1, 2024 | Volume: 177 | Issue: 1 | Pages: 39-49

10.7326/m23-2328 Get It

Association Between Whole Blood–Derived Mitochondrial DNA Copy Number, Low‐Density Lipoprotein Cholesterol, and Cardiovascular Disease Risk
Liu, Xue , Sun, Xianbang, Jiang, Wenqing , Lai, M M , Wiggins, Kerri L. , Raffield, Laura M. , Bielak, Lawrence F. , Zhao, Wei , Pitsillides, Achilleas , Haessler, Jeffrey, Blackwell, Thomas W. , Yao, Jie , Qian, Yong , Thyagarajan, Bharat , Peyser, Patricia A. , Heckbert, Susan R. , Seshadri, Sudha , Boerwinkle, Eric , Grove, Megan L. , Larson, Nicholas B. , Smith, Jennifer A. , Fitzpatrick, Annette L., Fornage, Myriam , Ding, Jun , Carson, April P. , Reiner, Alex P. , Hou, Lifang , Wilson, James G. , Rotter, Jerome I. , Bis, Joshua C. , Arking, Dan E. , Zhao, Wei , Wiggins, Kerri L , Raffield, Laura M , Bielak, Lawrence F , Zhao, Wei , Pitsillides, Achilleas , Zheng, Yinan , Yao, Jie , Guo, Xiuqing , Thyagarajan, Bharat , Pankratz, Nathan , Rich, Stephen S , Taylor, Kent D , Peyser, Patricia A , Heckbert, Susan R , Boerwinkle, Eric , Larson, Nicholas B , Smith, Jennifer A , Vasan, Ramachandran S , Fornage, Myriam , Carson, April P , Dupuis, Josée , Reiner, Alexander P , Hou, Lifang , Psaty, Bruce M , Levy, Daniel , Rotter, Jerome I , Bis, Joshua C , Satizabal, Claudia L , Arking, Dan E , Liu, Chunyu , Seshadri, Sudha , Zhang, Yuankai , Zheng, Yinan , Guo, Xiuqing , Pankratz, Nathan , Rich, Stephen S. , Taylor, Kent D. , Vasan, Ramachandran S. , Abecasis, Gonçalo R. , Kooperberg, Charles , Psaty, Bruce M. , Levy, Daniel , Satizábal, Claudia L.

Journal of the American Heart Association | October 7, 2023 | Volume: 12 | Issue: 20 | Pages: No page available

10.1161/jaha.122.029090 Get It

Background The relationship between mitochondrial DNA copy number (mtDNA CN) and cardiovascular disease remains elusive. Methods and Results We performed cross‐sectional and prospective association analyses of blood‐derived mtDNA CN and cardiovascular disease outcomes in 27 316 participants in 8 cohorts of multiple racial and ethnic groups with whole‐genome sequencing. We also performed Mendelian randomization to explore causal relationships of mtDNA CN with coronary heart disease (CHD) and cardiometabolic risk factors (obesity, diabetes, hypertension, and hyperlipidemia). P <0.01 was used for significance. We validated most of the previously reported associations between mtDNA CN and cardiovascular disease outcomes. For example, 1‐SD unit lower level of mtDNA CN was associated with 1.08 (95% CI, 1.04–1.12; P <0.001) times the hazard for developing incident CHD, adjusting for covariates. Mendelian randomization analyses showed no causal effect from a lower level of mtDNA CN to a higher CHD risk (β=0.091; P =0.11) or in the reverse direction (β=−0.012; P =0.076). Additional bidirectional Mendelian randomization analyses revealed that low‐density lipoprotein cholesterol had a causal effect on mtDNA CN (β=−0.084; P <0.001), but the reverse direction was not significant ( P =0.059). No causal associations were observed between mtDNA CN and obesity, diabetes, and hypertension, in either direction. Multivariable Mendelian randomization analyses showed no causal effect of CHD on mtDNA CN, controlling for low‐density lipoprotein cholesterol level ( P =0.52), whereas there was a strong direct causal effect of higher low‐density lipoprotein cholesterol on lower mtDNA CN, adjusting for CHD status (β=−0.092; P <0.001). Conclusions Our findings indicate that high low‐density lipoprotein cholesterol may underlie the complex relationships between mtDNA CN and vascular atherosclerosis.
Circulating Growth Differentiation Factors 11 and 8, Their Antagonists Follistatin and Follistatin-Like-3, and Risk of Heart Failure in Elders
Patel, Sheena, Ganz, Peter , Bhasin, Shalender , Lee, Se‐Jin , Shah, Sanjiv J. , Cummings, Steven R. , Ganz, Peter , Newman, Anne B. , Bhasin, Shalinder , Shah, Sanjiv J , Kizer, Jorge R. , Cawthon, Peggy M. , LeBrasseur, Nathan K. , Psaty, Bruce M. , Tracy, Russell P.

The Journals of Gerontology: Series A | August 25, 2023 | Volume: 79 | Issue: 1 | Pages: No page available

10.1093/gerona/glad206 Get It

Abstract Background Heterochronic parabiosis has identified growth differentiation factor (GDF)-11 as a potential means of cardiac rejuvenation, but findings have been inconsistent. A major barrier has been lack of assay specificity for GDF-11 and its homolog GDF-8. Methods We tested the hypothesis that GDF-11 and GDF-8, and their major antagonists follistatin and follistatin-like (FSTL)-3, are associated with incident heart failure (HF) and its subtypes in elders. Based on validation experiments, we used liquid chromatography–tandem mass spectrometry to measure total serum GDF-11 and GDF-8, along with follistatin and FSTL-3 by immunoassay, in 2 longitudinal cohorts of older adults. Results In 2 599 participants (age 75.2 ± 4.3) followed for 10.8 ± 5.6 years, 721 HF events occurred. After adjustment, neither GDF-11 (HR per doubling: 0.93 [0.67, 1.30]) nor GDF-8 (HR: 1.02 per doubling [0.83, 1.27]) was associated with incident HF or its subtypes. Positive associations with HF were detected for follistatin (HR: 1.15 [1.00, 1.32]) and FLST-3 (HR: 1.38 [1.03, 1.85]), and with HF with preserved ejection fraction for FSTL-3 (HR: 1.77 [1.03, 3.02]). (All HRs per doubling of biomarker.) FSTL-3 associations with HF appeared stronger at higher follistatin levels and vice versa, and also for men, Blacks, and lower kidney function. Conclusions Among older adults, serum follistatin and FSTL-3, but not GDF-11 or GDF-8, were associated with incident HF. These findings do not support the concept that low serum levels of total GDF-11 or GDF-8 contribute to HF late in life, but do implicate transforming growth factor-β superfamily pathways as potential therapeutic targets.
Genetic control of mRNA splicing as a potential mechanism for incomplete penetrance of rare coding variants
Einson, Jonah , Glinos, Dafni A. , Boerwinkle, Eric , Fornage, Myriam , Gabriel, Stacey , Germer, Søren , Gibbs, Richard A. , Kaplan, Robert C. , Nassir, Rami , Meyers, Deborah A. , Rienstra, Michiel , Saferali, Aabida , Shoemaker, M. Benjamin , Silverman, Edwin K. , Smith, Albert V. , Castel, Stephane E. , Iossifov, Ivan , Lappalainen, Tuuli , Rienstra, Michiel , Smith, Albert V , Nassir, Rami , Castaldi, Peter J. , Darbar, Dawood , Andrade, Mariza de , Ellinor, Patrick T. , Hersh, Craig P. , Johnsen, Jill M , Konkle, Barbara A. , Kooperberg, Charles , Loos, Ruth J. F. , Mitchell, Braxton D. , Psaty, Bruce M. , Vasan, Ramachandran S. , Rich, Stephen S. , Rotter, Jerome I. , Mohammadi, Pejman

GENETICS | June 24, 2023 | Volume: 224 | Issue: 4 | Pages: No page available

10.1093/genetics/iyad115 Get It

Abstract Exonic variants present some of the strongest links between genotype and phenotype. However, these variants can have significant inter-individual pathogenicity differences, known as variable penetrance. In this study, we propose a model where genetically controlled mRNA splicing modulates the pathogenicity of exonic variants. By first cataloging exonic inclusion from RNA-sequencing data in GTEx V8, we find that pathogenic alleles are depleted on highly included exons. Using a large-scale phased whole genome sequencing data from the TOPMed consortium, we observe that this effect may be driven by common splice-regulatory genetic variants, and that natural selection acts on haplotype configurations that reduce the transcript inclusion of putatively pathogenic variants, especially when limiting to haploinsufficient genes. Finally, we test if this effect may be relevant for autism risk using families from the Simons Simplex Collection, but find that splicing of pathogenic alleles has a penetrance reducing effect here as well. Overall, our results indicate that common splice-regulatory variants may play a role in reducing the damaging effects of rare exonic variants.
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.
Whole Genome Analysis of Venous Thromboembolism: the Trans-Omics for Precision Medicine Program
Seyerle, Amanda A. , Laurie, Cecelia , Coombes, Brandon J. , Jain, Deepti , Conomos, Matthew P. , Brody, Jennifer A. , Chen, Ming‐Huei , Gogarten, Stephanie M. , Beutel, Kathleen M , Gupta, Namrata , Heckbert, Susan R. , Jackson, Rebecca D., Johnson, Andrew D. , McKnight, Barbara, Metcalf, Ginger , Morrison, Alanna C. , Reiner, Alex P. , Sofer, Tamar , Tang, Weihong , Program, Trans-Omics for Precision Medicine, Boerwinkle, Eric , Gabriel, Stacey , Gibbs, Richard A. , Laurie, Cathy C. , Rice, Kenneth , Pankow, James S. , Smith, Nicholas L. , Laurie, Cecelia A , Ko, Darae , Manson, JoAnn E , Metcalf, Ginger A , Morrison, Alanna C , Reiner, Alexander P , Sofer, Tamar , Tang, Weihong , Wiggins, Kerri L , Boerwinkle, Eric , de Andrade, Mariza , Laurie, Cathy C , Psaty, Bruce M , Vasan, Ramachandran S , Rice, Ken , Kooperberg, Charles , Pankow, James S , Smith, Nicholas L , Pankratz, Nathan , Brody, Jennifer A , Coombes, Brandon J , Rice, Kenneth , Manson, JoAnn E. , Wiggins, Kerri L. , Program, Trans-Omics for Precision Medicine, Andrade, Mariza de , Psaty, Bruce M. , Vasan, Ramachandran S. , Kooperberg, Charles , Pankratz, Nathan

Circulation: Genomic and Precision Medicine | March 24, 2023 | Volume: 16 | Issue: 2 | Pages: No page available

10.1161/circgen.121.003532 Get It

Background: Risk for venous thromboembolism has a strong genetic component. Whole genome sequencing from the TOPMed program (Trans-Omics for Precision Medicine) allowed us to look for new associations, particularly rare variants missed by standard genome-wide association studies. Methods: The 3793 cases and 7834 controls (11.6% of cases were individuals of African, Hispanic/Latino, or Asian ancestry) were analyzed using a single variant approach and an aggregate gene-based approach using our primary filter (included only loss-of-function and missense variants predicted to be deleterious) and our secondary filter (included all missense variants). Results: Single variant analyses identified associations at 5 known loci. Aggregate gene-based analyses identified only PROC (odds ratio, 6.2 for carriers of rare variants; P =7.4×10 −14 ) when using our primary filter. Employing our secondary variant filter led to a smaller effect size at PROC (odds ratio, 3.8; P =1.6×10 −14 ), while excluding variants found only in rare isoforms led to a larger one (odds ratio, 7.5). Different filtering strategies improved the signal for 2 other known genes: PROS1 became significant (minimum P =1.8×10 −6 with the secondary filter), while SERPINC1 did not (minimum P =4.4×10 −5 with minor allele frequency <0.0005). Results were largely the same when restricting the analyses to include only unprovoked cases; however, one novel gene, MS4A1 , became significant ( P =4.4×10 −7 using all missense variants with minor allele frequency <0.0005). Conclusions: Here, we have demonstrated the importance of using multiple variant filtering strategies, as we detected additional genes when filtering variants based on their predicted deleteriousness, frequency, and presence on the most expressed isoforms. Our primary analyses did not identify new candidate loci; thus larger follow-up studies are needed to replicate the novel MS4A1 locus and to identify additional rare variation associated with venous thromboembolism.