AS564 - Trans-Omics for Precision Medicine (TOPMed) - Sample Processing

Investigator Names and Contact Information

Charles Kooperberg (clk@fredhutch.org)

Alex Reiner

Introduction/Intent

For more information on the NHLBI TOPMed program visit: www.nhlbi.nih.gov/research/resources/nhlbi-precision-medicine-initiative/topmed​​

WHI investigators should be encouraged to propose papers using this data, and possibly use those proposals and the TOPMed data as basis to try to acquire analysis grants.

Investigators interested in submitting paper proposals using TOPMed data must submit them for review to the TOPMed P&P rather than to the WHI P&P. Step one of this process is to become a TOPMed-affiliated investigator by following the instructions here: https://www.nhlbiwgs.org/new-user-instructions. TOPMed-affiliated investigators will be granted access to the TOPMed website that contains the proposal template and a guide for submitting new TOPMed paper proposals.

Materials/Methods

VTE cases: ~1,100​​​
Ischemic stroke cases: ~4,000​
Hemorrhagic stroke cases: ~900
Non-cases (controls/cohort): ~5,100

Note: for VTE and the two stroke classes, these are essentially "all" currently available WHI cases with adjudicated outcomes, DNA (or buffy) availability, and dbGaP eligibility. The non-cases will be selected roughly as follows:

  • Non-cases will be in proportion to HT trial (per arm) and ethnicity among the combined case groups.
  • Within each (HT x ethnicity) stratum controls will be selected "fairly random", but preference will be given to WHI participants with measured biomarkers and WHI participants with already extracted DNA. (Details in the AS564 participant selection document).​

Sampling weights: Sampling weights, to be used in inverse probability weighted analyses, were constructed to relate the WHI TOPMed samples to the larger WHI cohort. Variables controlled for in this analyses were race/ethnicity, age, whether the participant was in the HT trials, and whether the person had experienced an MI, a stroke, or a VTE as of September 2019.

Whole genome sequencing (WGS) at Broad. WGS coverage performed at ~30X. Sequencing is complete and transferred to dbGaP.

CHIP: Somatic mutations with leukemogenic potential may confer selective advantages leading to clonal expansion, a phenomenon termed 'Clonal Hematopoiesis of Indeterminate Potential' (CHIP). To identify high-fidelity somatic mutations in blood-derived DNA in TOPMed, TOPMed WGS data were analyzed with the GATK MuTECT2 somatic variant caller using previously described methods (Jaiswal, NEJM 2014) to identify CHIP carriers on the basis of a prespecified list of leukemogenic driver mutations in genes known to promote clonal expansion of hematopoietic stem cells. The CHIP dataset is comprised of two files, TOPMed_CHIP_calls and TOPMed_CHIP_variants.

Telomere length: The TelSeq method (Ding et al, NAR 2014) was used to perform telomere length estimation on the TOPMed WGS data. TelSeq calculates an estimate of individual TL using counts of sequencing reads containing a fixed number of repeats of the telomeric nucleotide motif TTAGGG. These read counts are then normalized according to the number of reads in the individual with between 48% and 52% GC content, to adjust for potential technical artifacts related to GC content.

Data Dictionaries and Study Documentation

This section displays all study-related data dictionaries and study-related files. The investigators for this study will upload the datasets, data dictionaries, and other study-related files. Study-related files will be made available to the public one year after the completion of the ancillary study, with the exception of the datasets, which will only be available to those with a Data Distribution Agreement. Those will be available to those with permission to download and will appear as a download link next to the data dictionary

Data Dictionaries

Study Documents

Related Papers

(Revised) Using genetic instruments for methylomewide association study of type 2 diabetes and prostate cancer risk and prognosis across multi-ethnic populations

Approved Proposal, Wu, Lang et al., MSID: 5070
Related Studies: 564

Immune cell-type-specific epigenetic signatures of inflammation profiles and coronary heart disease

Approved Proposal, Zannas, Anthony et al., MSID: 5068
Related Studies: 564

Epigenetic effects of smoking on chronic kidney disease

Approved Proposal, Franceschini, Nora et al., 2024/2 MSID: 5059
Keywords: Epigenetics; Smoking; Kidney
Related Studies: 564, BA23

A framework for detecting noncoding rare variant associations of large-scale whole-genome sequencing studies

Approved Manuscript, Li, Zilin et al., 2021/9 MSID: 4560
Related Studies: 564

Polygenic risk score and heart failure risk

Approved Proposal, Yu, Bing et al., MSID: 5181
Keywords: Polygenic Risk Score; Heart Failure; Multi-Ethnic
Related Studies: 564

An Integrated Germline and Somatic Genomic Model Improves Risk Prediction for Coronary Artery Disease

Approved Manuscript, Fahed, Akl et al., 2024/9 MSID: 5194
Related Studies: 564

Methylome-wide association analyses of lipids and modifying effects of behavioral factors in diverse race and ethnicity participants

Approved Proposal, Hu, Yao et al., 2024/9 MSID: 5205
Related Studies: 564

Association of reduced glucose 6-phosphate dehydrogenase (G6PD) activity with cardiovascular disease severity

Approved Proposal, McNamara, Coleen et al., MSID: 5273
Related Studies: 564

Rare variants in long non-coding RNAs are associated with blood lipid levels in the TOPMed Whole Genome Sequencing Study

Approved Manuscript, Wang, Yuxuan et al., 2023/4 MSID: 4768
Related Studies: 564

Replication of identified stroke related metabolites in the Trans-Omics for Precision Medicine Program

Approved Proposal, Kelly, Tanika et al., MSID: 4777
Related Studies: 564

Broad clinical manifestations of polygenic risk for coronary artery disease in the Women’s Health Initiative

Shoa Clarke et al., 2022/8 PubMed #36034645 MSID: 3914
Background: The genetic basis for coronary artery disease (CAD) risk is highly complex. Genome-wide polygenic risk scores (PRS) can help to quantify that risk, but the broader impacts of polygenic risk for CAD are not well characterized. Methods: We measured polygenic risk for CAD using the meta genomic risk score, a previously validated genome-wide PRS, in a subset of genotyped participants from the Women's Health Initiative and applied a phenome-wide association study framework to assess assoc...
Keywords: Polygenic Risk Score; Genetic Risk Score; Phenome-Wide Association Study; Coronary Artery Disease; Cardiovascular Disease; Myocardial Infarction; Coronary Revascularization
Related Studies: 224, 264, 349, 564, BA3, M5, M13, M18, W63, W66

Common and rare variant characterization at 6p25, and 10q26 in ischemic stroke, hemorrhagic stroke and small vessel stroke

Approved Proposal, Malik, Rainer et al., 2019/5 MSID: 3916
Keywords: Ischemic Stroke; Hemorrhagic Stroke; Small Vessel Stroke; Sequencing Data; Rare Variants
Related Studies: 564

eSCAN: Scan regulatory regions for aggregate association testing using whole genome sequencing data

Approved Manuscript, Li, Yun et al., 2020/11 MSID: 4284
Related Studies: 564

Powerful, scalable and resource-efficient meta-analysis of rare variant associations in large whole-genome sequencing studies

Approved Manuscript, Li, Xihao et al., 2021/7 MSID: 4285
Related Studies: 564

Jointly estimated polygenic risk score for lipids

Approved Proposal, Urbut, Sarah et al., MSID: 4286
Related Studies: 564

A framework for detecting non-coding rare variant associations in large whole genome sequencing studies at scale, with application to TOPMed lipid data

Approved Proposal, Li, Zilin et al., MSID: 4287
Related Studies: 564

A statistical framework for powerful rare variant multi-trait analysis in large-scale whole-genome sequencing studies

Approved Manuscript, Li, Xihao et al., 2023/6 MSID: 4288
Related Studies: 564

Whole genome analysis of the human metabolome

Approved Proposal, Boerwinkle, Eric et al., MSID: 4289
Related Studies: 564

Association of reproductive factors with clonal hematopoiesis of indeterminate potential (CHIP)

Approved Proposal, Honigberg, Michael et al., MSID: 4291
Related Studies: 564

Modeling lifetime coronary artery disease trajectories of naturally occurring DNA variation linked to low circulating triglycerides

Approved Proposal, Khera, Amit et al., MSID: 4292
Related Studies: 564

The value of rare genetic variation in the prediction of common obesity

Approved Proposal, Wang, Zhe et al., 2022/1 MSID: 4293
Related Studies: 564

Rare ECG variants and arrhythmia risk

Approved Proposal, Morrill, Valerie et al., MSID: 4294
Related Studies: 564

Genetic architecture of cardiac structure and function

Approved Proposal, Yu, Bing et al., MSID: 4295
Related Studies: 564

Population-based assessment of risk alleles for monogenic non-insulin dependent diabetes mellitus disorders in the trans-omics for precision medicine program

Approved Proposal, Li, Changwei et al., MSID: 4296
Related Studies: 564

Whole genome sequence analysis of fibrinogen across TOPMed studies

Approved Proposal, Smith, Nicholas et al., MSID: 4297
Related Studies: 564

Whole genome sequence analysis of coagulation factor VII (FVII) across TOPMed studies

Approved Proposal, Smith, Nicholas et al., MSID: 4298
Related Studies: 564

Evaluating population-stratified vs pooled association tests in a WGS context

Approved Proposal, Gogarten, Stephanie et al., MSID: 4299
Related Studies: 564

Allele-matching GRMs for WGS analyses

Approved Proposal, Weir, Bruce S et al., MSID: 4300
Related Studies: 564

Risk prediction of subarachnoid hemorrhage using genetic risk scores

Approved Proposal, Kooperberg, Charles et al., MSID: 4302
Related Studies: 564

Epigenome-wide association study of mitochondrial genome copy number

Approved Manuscript, Liu, Chunyu et al., 2020/12 MSID: 3630
Related Studies: 564

Exploring the contribution of rare protein altering variation to obesity risk in the TOPMed population

Approved Proposal, Chami, Nathalie et al., MSID: 3631
Related Studies: 564

The relationship between genomic variation and osteoarthritis in TOPMed

Approved Proposal, McDonald, Merry-Lynn et al., MSID: 3632
Related Studies: 564

Comparison of structural variation calling algorithms

Approved Proposal, Pankratz, Nathan et al., MSID: 3633
Related Studies: 564

Mitochondrial genomics and telomere length in TOPMed

Approved Proposal, Liu, Chunyu et al., MSID: 3634
Related Studies: 564

Structural variants as risk factors for venous thromboembolism (VTE)

Approved Proposal, Pankratz, Nathan et al., MSID: 3635
Related Studies: 564

Clonal hematopoiesis of indeterminate potential and risk of venous thromboembolism disease

Approved Proposal, Natarajan, Pradeep et al., MSID: 3636
Related Studies: 564

Healthy aging traits and telomere length analyses using large scale whole genome sequence data in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Nannini, Drew et al., MSID: 3637
Related Studies: 564

Discovery of genetic modifiers of Mendelian dyslipidemia genes

Approved Proposal, Natarajan, Pradeep et al., MSID: 3638
Related Studies: 564

Recovery of trait heritability from whole genome sequence data

Approved Manuscript, Wainschtein, Pierrick et al., MSID: 3856
Related Studies: 564

Sequencing of 53,831 diverse genomes from the NHLBI TOPMed program

Approved Manuscript, Taliun, Daniel et al., 2019/2 MSID: 3857
Related Studies: 564

Impact of rare and common genetic variants on diabetes diagnosis by hemoglobin A1c in multi-ancestry cohorts: The Trans-Omics for Precision Medicine (TOPMed) Program

Chloe Sarnowski et al., 2019/10 PubMed #31564435 MSID: 3859
Hemoglobin A1c (HbA1c) is widely used to diagnose diabetes and assess glycemic control in individuals with diabetes. However, nonglycemic determinants, including genetic variation, may influence how accurately HbA1c reflects underlying glycemia. Analyzing the NHLBI Trans-Omics for Precision Medicine (TOPMed) sequence data in 10,338 individuals from five studies and four ancestries (6,158 Europeans, 3,123 African-Americans, 650 Hispanics, and 407 East Asians), we confirmed five regions associated...
Keywords: The Trans-Omics For Precision Medicine (Topmed) Program; Hemoglobin A1c; Multi-Ancestry Sample; Whole-Genome Sequence Association Analyses
Related Studies: 564

Phenotype harmonization of retrospectively-collected data in the NHLBI Trans-Omics for Precision Medicine (TOPMed) program

Approved Proposal, Stilp, Adrienne M. et al., MSID: 4184
Related Studies: 564

Estimation of SNP-based heritability in multi-ethnic studies

Approved Proposal, Saonli, Basu et al., MSID: 4185
Related Studies: 564

Sparse empirical kinship matrices enable computationally efficient and accurate association tests in large samples

Approved Proposal, Conomos, Matthew et al., MSID: 4186
Related Studies: 564

Genetic predictors of a composite inflammatory phenotype and associations with clinical outcomes, in the TOPMed whole genome sequence data

Approved Proposal, Auer, Paul et al., MSID: 4187
Related Studies: 564

Boost the power of WGS analysis of clinical coronary artery disease using dynamic rare variants association tests incorporating variant functional annotations

Approved Proposal, Lin, Xihong et al., MSID: 4188
Related Studies: 564

Association of sex-biased variants with VTE in TOPMed

Approved Proposal, Sofer, Tamar et al., MSID: 4189
Related Studies: 564

Gene-set-based approaches for analysis of rare and low-frequency noncoding variation in TOPMed data

Approved Proposal, Hirschhorn, Joel N. et al., MSID: 4190
Related Studies: 564

Monogenic and polygenic contributions to QTc prolongation in the population

Approved Manuscript, Nauffal, Victor et al., 2021/5 MSID: 4191
Related Studies: 564

Rare variant effect sizes are associated with variant pathogenicity

Approved Manuscript, Morrill, Valerie et al., 2021/5 MSID: 4192
Related Studies: 564

Meta-analysis of whole-genome sequence association with smoking behaviors

Approved Proposal, Vrieze, Scott et al., MSID: 4194
Related Studies: 564

Clonal hematopoiesis of indeterminate potential, anemia, cytopenias, and other blood cell phenotypes

Approved Proposal, Raffield, Laura M. et al., MSID: 4195
Related Studies: 564

Multi-study pQTL analysis of SOMAscan and Olink proteomics in TOPMed Cohorts

Approved Proposal, Manichaikul, Ani et al., MSID: 4196
Related Studies: 564

Whole genome sequence analysis of DNA methylation markers associated with inflammatory risk score of age-related renal-function variability

Approved Proposal, Salimi, Shabnam et al., MSID: 4197
Related Studies: 564

Whole genome sequence-based analysis of a novel inflammatory risk score for cross-sectional and longitudinal age-related renal-function variability independent of diabetes mellitus

Approved Proposal, Salimi, Shabnam et al., MSID: 4198
Related Studies: 564

Clonal hematopoiesis is associated with higher risk of stroke

Approved Manuscript, Reiner, Alex et al., 2021/9 MSID: 4199
Related Studies: 564

The role of predicted human gene knockouts on hematological, anthropometric and blood pressure traits variation in TOPMed

Approved Proposal, Lettre, Guillaume et al., MSID: 4200
Related Studies: 564

Association of telomere length and type II diabetes

Approved Proposal, Zheng, Yinan et al., MSID: 4201
Related Studies: 564

Trans-ethnic transcriptome-wide association study for smoking addiction in 1.3 million individuals yields insights into tobacco use biology and drug repurposing

Approved Manuscript, Vrieze, Scott et al., 2021/3 MSID: 4202
Related Studies: 564

Genome-wide identification of cis-acting DNA methylation quantitative trait loci in TOPMed

Approved Proposal, Irvin, Marguerite R. et al., MSID: 4203
Related Studies: 564

Sharing of rare variation between fine-scale populations

Approved Proposal, O'Connor, Timothy et al., MSID: 4204
Related Studies: 564

Whole genome sequence analysis of blood lipid levels in >66,000 individuals

Approved Manuscript, Selvaraj, Margaret Sunitha et al., 2021/8 MSID: 4205
Related Studies: 564

Investigating gene-diet interactions impacting the association between macronutrient intake and glycemic traits

Approved Manuscript, Westerman, Kenneth et al., MSID: 4206
Related Studies: 564

A mixed model approach to testing multiple correlated traits in large samples: an application to the TOPMed hematology phenotypes

Approved Proposal, McHugh, Caitlin P. et al., MSID: 4207
Related Studies: 564

Genetics of Latin American Diversity (GLAD) Project: insights into population genetics and association studies in recently admixed groups in the Americas

Approved Manuscript, O'Connor, Timothy et al., 2022/11 MSID: 4208
Related Studies: 564

Dynamic incorporation of multiple in-silico functional annotations empowers rare variant association analysis in large-scale whole genome sequencing studies

Approved Manuscript, Li, Xihao et al., 2019/5 MSID: 3924
Related Studies: 564

Prospective association of clonal hematopoesis of indeterminate potential with the risk of incident heart failure and its subtypes

Approved Proposal, Reiner, Alex et al., MSID: 3928
Related Studies: 564

Population-based assessment of risk alleles for monogenic blood pressure disorders in the Trans-Omics for Precision Medicine Program

Approved Proposal, Kelly, Tanika et al., MSID: 4209
Related Studies: 564

Helping to classify variants of unknown significance in DNA repair genes using co-occurrence analysis

Approved Proposal, Paten, Benedict et al., MSID: 4210
Related Studies: 564

Rare coding variants in 38 genes associate with circulating lipid levels – a multi-ancestry analysis of 170,000 exomes

Approved Manuscript, Peloso, Gina M. et al., 2020/10 MSID: 4315
Related Studies: 564

Genetic landscape of the ACE2 coronavirus receptor

Approved Manuscript, Shen, Xia et al., 2020/12 MSID: 4319
Keywords: Pqtl; Wgs; Rare Variants; Ace2; Protein Biomarkers; Olink
Related Studies: 564

Association of clonal hematopoiesis and mosaic chromosomal alterations with solid malignancy incidence and mortality

Pinkal Desai et al., 2024/11 PubMed #39012906 MSID: 3648
Background: Understanding the impact of clonal hematopoiesis of indeterminate potential (CHIP) and mosaic chromosomal alterations (mCAs) on solid tumor risk and mortality can shed light on novel cancer pathways. Methods: The authors analyzed whole genome sequencing data from the Trans-Omics for Precision Medicine Women's Health Initiative study (n = 10,866). They investigated the presence of CHIP and mCA and their association with the development and mortality of breast, lung, and colorectal can...
Keywords: Clonal Hematopoesis; Cancer; Cancer Specific Mortality; Breast Cancer; Colorectal Cancer; Lung Cancer; Hematologic Malignancies
Related Studies: 311, 315, 564, BA23

Boost the power of WGS analysis of BMI, WHR, height and related anthropometry and adiposity traits using dynamic rare variants association tests incorporating variant functional annotations

Approved Proposal, Zhou, Hufeng et al., MSID: 3863
Related Studies: 564

Empower WGS analysis of Type 2 Diabetes (T2D) and related glycemic traits using dynamic rare variants association tests by incorporating multiple functional annotations and optimal varying window sizes

Approved Proposal, Gaynor, Sheila et al., MSID: 3864
Related Studies: 564

Clonal hematopoiesis and the risk of Alzheimer's disease

Approved Proposal, Jaiswal, Sidd et al., MSID: 3865
Related Studies: 564

Clonal hematopoiesis associated with epigenetic aging and clinical outcomes

Approved Manuscript, Jaiswal, Sidd et al., 2020/5 MSID: 3867
Related Studies: 564

Association between biomarkers of aging and venous thromboembolism (VTE)

Approved Proposal, Lane, John et al., MSID: 3868
Related Studies: 564

Whole genome sequencing study of dietary sodium intake

Approved Proposal, Nierenberg, Jovia et al., MSID: 3869
Related Studies: 564

Association of clonal hematopoeisis of indeterminate potential (CHIP) with genome-wide changes in DNA methylation and gene expression

Approved Proposal, Bick, Alex et al., MSID: 3870
Related Studies: 564

Boost the power of WGS analysis of inflammation related traits in TOPMed using dynamic rare variants association tests incorporating variant functional annotations

Approved Proposal, Gaynor, Sheila et al., MSID: 3871
Related Studies: 564

Identification and characterization of mutations in ZBTB33 in clonal hematopoiesis and myelodysplastic syndromes

Approved Manuscript, Ebert, Benjamin et al., 2020/11 MSID: 4303
Related Studies: 564

Novel genetic determinants of telomere length from a multi-ethnic analysis of 75,000 whole genome sequences in TOPMed

Approved Manuscript, Taub, Margaret A. et al., 2019/7 MSID: 3949
Related Studies: 564

UMMAX: A unified mixed model framework for autosomal and x chromosome association testing in samples with population structure and relatedness

Approved Proposal, McHugh, Caitlin P. et al., MSID: 3964
Related Studies: 564

Methods for Robust Hardy-Weinberg equilibrium test

Approved Proposal, Kang, Hyun Min et al., MSID: 3965
Related Studies: 564

Causal mediation studies of epigenetic aging clocks

Approved Proposal, Horvath, Steve et al., MSID: 3967
Related Studies: 564

The genetic determinants and genomic consequences of non-CHIP somatic variation

Approved Manuscript, Arvanitis, Marios et al., 2024/2 MSID: 4770
Related Studies: 564

TOPMed whole-genome sequence analysis of CVD in T2D

Approved Proposal, Liu, Ching-Ti et al., MSID: 4772
Related Studies: 564

Alpha and beta globin variant interactions in African American and Hispanic/Latino cohorts

Approved Proposal, Li, Yun et al., MSID: 3969
Related Studies: 564

Analysis of the association between 5q35 and phenotypes in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Carlson, Jenna et al., MSID: 3970
Related Studies: 564

Association of germline and somatic variants with age related macular degeneration (AMD)

Approved Proposal, Zekavat, Maryam et al., MSID: 3971
Related Studies: 564

BinomiRare: A carriers-only test for association of rare genetic variants with a disease for mixed models and any case-control proportion

Approved Manuscript, Sofer, Tamar et al., 2020/11 MSID: 4338
Related Studies: 564

Epigenome-wide association study of gene expression & splice variation

Approved Proposal, Yao, Chen et al., MSID: 4341
Related Studies: 564

Discovering rare variation at known genetic loci for VTE

Approved Proposal, Smith, Nicholas et al., MSID: 4342
Related Studies: 564

TOP-LD: a tool to explore linkage disequilibrium using TOPMed whole genome sequence data

Approved Manuscript, Auer, Paul et al., 2021/11 MSID: 4343
Related Studies: 564

Genome-wide association study of suPAR

Approved Proposal, Franceschini, Nora et al., 2020/12 MSID: 4347
Keywords: Supar; Upar; Inflammatory Markers; Gwas; Genetics
Related Studies: 564

DNA methylation and kidney-specific risk variants in postmenopausal women

Approved Proposal, Breeze, Charles et al., 2020/12 MSID: 4360
Keywords: Multi-Omics; Epigenetic; Metabolomics; Transcriptome; Proteomics
Related Studies: 476, 564

Whole genome sequence association with E-selectin levels reveals loss-of-function variant in African Americans

Linda Polfus et al., 2018/10 PubMed #30307499 MSID: 3661
E-selectin mediates the rolling of circulating leukocytes during inflammatory processes. Previous genome-wide association studies (GWAS) in European and Asian individuals have identified the ABO locus associated with E-selectin levels. Using Trans-Omics for Precision Medicine (TOPMed) whole-genome sequencing (WGS) data in 2,249 African Americans (AAs) from the Jackson Heart Study (JHS), we examined genome-wide associations with soluble E-selectin levels. In addition to replicating known signals ...
Related Studies: 564

Investigating blood cell-type specific eQTLs in a multi-ethnic population

Approved Proposal, Johnson, Mari et al., MSID: 4925
Related Studies: 564

Metabolites associated with socioeconomic status and incident cardiovascular disease events

Approved Proposal, Glover, LaShaunta et al., MSID: 5272
Related Studies: 564

Structural variation and ECG traits - TOPMed phases I-IV

Approved Proposal, Hall, Amelia W. et al., MSID: 3972
Related Studies: 564

Genetic studies of epigenetic clocks

Approved Proposal, Horvath, Steve et al., MSID: 3973
Related Studies: 564

Detection of pleiotropic effects through integration of omics data

Approved Proposal, Leal, Suzanne et al., MSID: 3976
Related Studies: 564

African ancestry genome-wide association study of blood pressure and hypertension identifies 25 novel loci through predicted gene expression

Approved Manuscript, Hellwege, Jacklyn et al., MSID: 3978
Related Studies: 564

Transcriptomics of clonal hematopoiesis of indeterminate potential

Approved Proposal, Zekavat, Maryam et al., MSID: 3980
Related Studies: 564

Clonal hematopoiesis and COVID-19 infection in the WHI

Approved Proposal, Desai, Pinkal et al., 2020/8 MSID: 4252
Keywords: Clonal Hematopoiesis; Chip; Covid 19; Coronavirus
Related Studies: 564, 628

Plasma Proteins Associated with Psychosocial Factors and Cardiovascular Disease: the Jackson Heart Study

Approved Manuscript, Glover, LaShaunta et al., MSID: 5266
Related Studies: 564

Investigating causal relationships between plasma protein levels, genetic variants, and diabetes outcomes in longitudinal cohort data, based on findings from a MODYHNF1A cell model study

Approved Proposal, Kuznetsova, Ksenia et al., MSID: 5271
Related Studies: 564

TOPMed imputed genome-wide association studies for C-reactive protein in multi-ethnic populations

Approved Proposal, Raffield, Laura M. et al., MSID: 4260
Related Studies: 564, M6

Clonal Hematopoiesis of Indeterminate Potential (CHIP) and incident type 2 diabetes (T2D) risk

Approved Manuscript, Tobias, Deirdre et al., 2022/11 MSID: 3679
Related Studies: 564

Clonal hematopoiesis of indeterminate potential, anemia, and other blood cell phenotypes

Approved Proposal, Manson, JoAnn et al., MSID: 3680
Related Studies: 564

Clonal Hematopoiesis of Indeterminate Potential and Incident Hypertension: Results From the Women's Health Initiative

Bernhard Haring et al., 2025/4 PubMed #40106531 MSID: 3903
No abstract available Keywords: blood pressure; clonal hematopoiesis/genetics; hypertension.
Keywords: Blood Pressure Trajectories; Blood Pressure Variability; Hypertension; Clonal Hematopoiesis Of Indeterminate Potential; Chip
Related Studies: 564

Psychosocial stress, DNA methylation, and incident atherosclerotic disease

Approved Proposal, Zannas, Anthony et al., MSID: 4530
Related Studies: 564

The expected polygenic risk score (ePRS) framework: an equitable metric for quantifying polygenetic risk via modeling of ancestral makeup

Approved Manuscript, Sofer, Tamar et al., 2024/1 MSID: 4531
Related Studies: 564

Leukocyte telomere length association with clonal hematopoiesis in TOPMed whole genome sequences

Approved Proposal, Machiela, Mitchell et al., MSID: 4532
Related Studies: 564

Human plasma proteomic profile of clonal hematopoiesis of indeterminate potential

Approved Manuscript, Yu, Zhi et al., 2023/5 MSID: 4533
Related Studies: 564

Interaction analysis for clonal hematopoiesis on coronary artery disease

Approved Proposal, Nakao, Tetsushi et al., MSID: 4534
Related Studies: 564

Genome wide association study of structural variations with serum lipid traits

Approved Proposal, Koyama, Satoshi et al., MSID: 4535
Related Studies: 564

A whole-genome sequencing based large-scale meta-analysis of blood cell traits

Approved Proposal, Auer, Paul et al., MSID: 4536
Related Studies: 564

Large scale whole genome sequence analysis for eGFR in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program using freeze 8 WGS

Approved Proposal, North, Kari et al., MSID: 4537
Related Studies: 564

Functional annotation of known Central Adiposity loci

Approved Proposal, Justice, Anne et al., MSID: 4538
Related Studies: 564

Functional annotation of known BMI loci

Approved Proposal, North, Kari et al., MSID: 4539
Related Studies: 564

Understanding the role of rare variants in polygenic risk scores for lipids and coronary artery disease

Approved Proposal, Hasbani, Natalie et al., MSID: 4540
Related Studies: 564

Age at menopause, leukocyte telomere length, and coronary heart disease

Approved Proposal, Honigberg, Michael et al., 2022/1 MSID: 4642
Keywords: Menopause; Leukocyte Telomere Length; Clonal Hematopoiesis; Coronary Heart Disease; Mendelian Randomization
Related Studies: 564

Estimating ancestry-specific allele frequencies in admixed samples from large-scale sequencing data

Approved Proposal, Zoellner, Sebastian et al., MSID: 4626
Related Studies: 564

Genetics, metabolomics and blood pressure levels: Findings from the TOPMed program

Approved Proposal, Bing, Yu et al., MSID: 4040
Related Studies: 564

Imputation, fine-mapping, and un-screened control association study of Autism Spectrum Disorder (ASD) using TOPMed whole genome sequence data

Approved Proposal, Stein, Jason et al., MSID: 4041
Related Studies: 564

Transcriptome-wide association study of heart failure in diabetes

Approved Proposal, Doria, Alessandro et al., MSID: 4437
Related Studies: 564

Whole-exome sequencing study identifies four novel gene loci associated with diabetic kidney disease

Approved Manuscript, Pan, Yang et al., 2021/8 MSID: 4548
Related Studies: 564

Genetic variants of soluble urokinase plasminogen activator receptor (suPAR): Main effects and interaction with APOL1 on kidney disease

Approved Proposal, Raffield, Laura M. et al., MSID: 4042
Related Studies: 564

Genomics of cross-sectional and longitudinal age related renal-function variation independent of diabetes mellitus

Approved Proposal, Salimi, Shabnam et al., MSID: 4043
Related Studies: 564

Evaluating the use of blood pressure PRS based on largest available GWAS across diversity background groups

Approved Manuscript, Sofer, Tamar et al., 2021/9 MSID: 4044
Related Studies: 564

Discovery of rare genetic variants from whole genome sequencing analyses of kidney function (eGFR) in 23,732 participants from multi-ethnic populations: The Trans-Omics for Precision Medicine (TOPMed) program

Approved Manuscript, Lin, Bridget et al., 2019/11 MSID: 4056
Related Studies: 564

Associations between clonal hematopoiesis and telomere length in the Women’s Health Initiative

Approved Proposal, Carty, Cara et al., 2019/12 MSID: 4057
Keywords: Telomeres; Clonal Hematopoiesis Of Indeterminate Potential; Chip; African Americans; Aging; Longitudinal Data; Postmenopausal Women
Related Studies: 564, BA25

ChrXq23 is associated with lower atherogenic lipid concentrations and favorable cardiometabolic indices

Approved Manuscript, Natarajan, Pradeep et al., 2019/11 MSID: 4060
Related Studies: 564

Compendium of recurrent somatic mutations in 47,243 blood genomes identifies genetic determinants of non-coding mosaicism

Approved Manuscript, Bick, Alex et al., 2021/4 MSID: 4452
Related Studies: 564

Sequence-based pQTL meta-analysis of Olink panels

Approved Proposal, Zeggini, Eleftheria et al., 2020/4 MSID: 4140
Keywords: Pqtl; Wgs; Rare Variants; Cardiometabolic; Meta-Analysis; Protein Biomarkers; Olink
Related Studies: 564

Whole-genome sequencing study of blood pressure traits in the trans-omics for precision medicine and centers for common disease genomics programs

Approved Manuscript, Kelly, Tanika et al., 2020/5 MSID: 4143
Related Studies: 564

Circulating proteins and kidney traits in older adult women: the Long Life Study of the Women’s Health Initiative

Approved Manuscript, Franceschini, Nora et al., 2023/6 MSID: 4459
Keywords: Proteomics; Inflammation; And Kidney Traits
Related Studies: 564

CRLF2-CSF2RA in TOPMed chromosome X whole genomes association with eosinophils and lung disease

Approved Proposal, Polfus, Linda et al., MSID: 4460
Related Studies: 564

Deciphering sex differences in shared genetic architecture between high blood pressure and coronary heart disease using whole genome sequencing data

Approved Proposal, Hu, Jie et al., MSID: 4461
Related Studies: 564

Genetic analysis of daytime sleepiness and its subtypes in TOPMed

Approved Proposal, Wang, Heming et al., MSID: 4462
Related Studies: 564

Genome-wide association studies for Hidradenitis Suppurativa using genetically matched controls from TOPMed

Approved Proposal, Li, Yun et al., MSID: 4463
Related Studies: 564

Mitochondrial genomics: Multi-omic analyses of the contribution of the interactions of nuclear-encoded and mitochondrial-encoded variants to diabetes, diabetes-related metabolism, and coronary artery phenotypes in diabetic subjects

Approved Proposal, Taylor, Kent et al., MSID: 4464
Related Studies: 564

Meta-analysis of genetic association studies for clonal hematopoiesis

Approved Proposal, Uddin, Mesbah et al., MSID: 4465
Related Studies: 564

Descriptive summary of allele frequency distribution by ancestry, age and sex in longevity and lifespan genes using whole genome sequence data from the NHLBI Trans-OMICS for Precision Medicine (TOPMed) Program

Approved Proposal, Sarnowski, Chloe et al., MSID: 3627
Related Studies: 564

Whole genome sequence analysis of gene by smoking interactions on blood pressure in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Chen, Han et al., MSID: 3628
Related Studies: 564

Clonal Hematopoiesis of Indeterminate Potential and the risk of mild cognitive impairment or probable dementia in the Women’s Health Initiative Memory Study

Approved Proposal, Hayden, Kathleen et al., 2019/12 MSID: 4067
Keywords: Mild Cognitive Impairment; Probable Dementia; Risk Factor; Clonal Hematopoiesis Of Indeterminate Potential
Related Studies: 39, 233, 244, 564, 628

Validation of human telomere length trans-ethnic meta-analysis association signals identifies POP5 and KBTBD6 as novel human telomere length regulation genes

Publication, Keener, Rebecca et al., 2023/5 MSID: 4931
Related Studies: 564

Whole-genome sequence association analyses of stroke and its subtypes in ancestrally-diverse populations from the Trans-Omics for Precision Medicine (TOPMed) Program

Approved Manuscript, Hu, Yao et al., 2020/6 MSID: 3277
Related Studies: 564

Large scale whole genome sequence analysis for age at menarche and age at natural menopause in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Franceschini, Nora et al., 2017/2 MSID: 3278
Related Studies: 564

Comprehensive analysis of identical-by-descent (IBD) segment sharing in TOPMed WGS data

Approved Proposal, undefined et al., MSID: 3279
Related Studies: 564

Large scale whole genome sequence analysis for the ankle brachial index and peripheral artery disease in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Franceschini, Nora et al., MSID: 3280
Related Studies: 564

Admixture mapping using whole genome sequence analysis for kidney traits in African Americans and Hispanics in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Kooperberg, Charles et al., MSID: 3281
Related Studies: 564

Large scale whole genome sequence analysis for urine albumin excretion in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Franceschini, Nora et al., MSID: 3282
Related Studies: 564

Whole genome sequence analysis of musculoskeletal traits in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Jackson, Rebecca et al., MSID: 3283
Related Studies: 564

Relations of mitochondrial genetic variation with cardiometabolic disease

Approved Proposal, undefined et al., MSID: 3284
Related Studies: 564

Whole genome sequencing based analysis of inflammation biomarkers in the Trans-Omics for Precision Medicine (TOPMed) Consortium

Approved Proposal, Auer, Paul et al., 2023/7 MSID: 3285
Related Studies: 564

Whole-genome fine-mapping of sleep-disordered breathing association signals

Approved Proposal, Ochs-Balcom, Heather et al., MSID: 3286
Related Studies: 564

Identify low frequency and rare variants through linkage and association analysis

Approved Proposal, Kooperberg, Charles et al., MSID: 3287
Related Studies: 564

Large scale whole genome sequence analysis of longitudinal BMI and FFMI and low muscle mass in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Carlson, Chris et al., MSID: 3288
Related Studies: 564

Admixture mapping using whole genome sequence analysis for BP traits in African Americans and Hispanics in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Franceschini, Nora et al., MSID: 3289
Related Studies: 564

Inherited causes and clinical consequences of clonal hematopoiesis from 100,002 whole genomes

Approved Manuscript, Bick, Alex et al., 2019/8 MSID: 3988
Related Studies: 564

Aircraft noise and clonal hematopoiesis of indeterminate potential

Approved Proposal, Collins, Jason et al., 2019/8 MSID: 3990
Keywords: Chip; Clonal Hematopoiesis; Aircraft Noise; Environment; Cvd
Related Studies: 481, 564

Association of clonal hematopoiesis with chronic kidney disease prevalence and progression

Approved Proposal, Franceschini, Nora et al., 2019/8 MSID: 3992
Keywords: Clonal Hematopoiesis; Chip; Chronic Kidney Disease; Estimated Glomerular Filtration Rate
Related Studies: 564

Rare coding variants in RCN3 are associated with blood pressure

Approved Manuscript, Zhu, Xiaofeng et al., 2020/12 MSID: 4368
Related Studies: 564

Metabolomic evaluation of air pollution-related bone damage and potential mediation

Approved Manuscript, Prada, Diddier et al., 2023/2 MSID: 4490
Keywords: Metabolomics; Air Pollution; Bone Mineral Density; Pm2.5; Pm10
Related Studies: 140, 264, 315, 564, BA24

Clonal hematopoiesis in sickle cell disease

Approved Manuscript, Bick, Alex et al., 2021/6 MSID: 4498
Related Studies: 564

Whole genome analysis of the human serum metabolome

Approved Proposal, Boerwinkle, Eric et al., MSID: 3437
Related Studies: 564

Genetic pathways and networks leading to diabesity

Approved Proposal, Liu, Simin et al., 2017/9 MSID: 3438
Related Studies: 564

Assessing genetic determinants of telomere length leveraging whole genome sequence data in the NHLBI Trans-Omics for Precision Medicine Program

Approved Proposal, Mathias, Rasika et al., MSID: 3439
Related Studies: 564

Testing for association between variants in the CREBRF region and BMI-related phenotypes in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Russell, Emily et al., MSID: 3440
Related Studies: 564

Identification of common and rare variants associated with resting heart rate leveraging NHLBI Trans-Omics for Precision Medicine (TOPMed) Whole Genome Sequencing Program

Approved Proposal, Keramati, Ali et al., MSID: 3441
Related Studies: 564

Association of structural variants and copy number polymorphisms with kidney function in the TopMed program

Approved Proposal, Mychaleckyj, Josyf et al., 2017/9 MSID: 3442
Related Studies: 564

Characterization of genetic variation in CYP2D6 from TOPMed whole genome sequencing data

Approved Proposal, Lee, Seung-been et al., MSID: 3443
Related Studies: 564

Common and rare variant characterization at 1q22 and 13q34, and shared associations with cerebral small vessel disease and coronary artery disease

Approved Proposal, Assimes, Themistocles et al., MSID: 3290
Related Studies: 564

Identifying low frequency variants of sleep-disordered phenotypes using linkage and association in TopMed sequencing data

Approved Proposal, Ochs-Balcom, Heather et al., MSID: 3291
Related Studies: 564

Genetic analysis of insomnia in TopMed

Approved Proposal, Ochs-Balcom, Heather et al., MSID: 3292
Related Studies: 564

Genome-wide association analysis of blood pressure traits using TOPMed imputation in Latinos

Approved Proposal, Love, Shelly-Ann et al., MSID: 4638
Related Studies: 564, M6

Whole genome sequence analysis of apparent treatment resistant hypertension status in participants from the Trans-omics for Precision Medicine Program

Approved Manuscript, Irvin, Marguerite R. et al., 2023/6 MSID: 3444
Related Studies: 564

Gene-environment interaction analysis of adiposity-related traits in the NHLBI Trans-Omics for Precision Medicine (TOPMed) program

Approved Proposal, Liu, Qing et al., MSID: 3445
Related Studies: 564

Telomere length and clonal hematopoiesis of indeterminate potential

Approved Proposal, Aviv, Abraham et al., MSID: 3768
Related Studies: 564

Whole genome sequence analysis of general cognitive function in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Hayden, Kathleen et al., MSID: 3770
Related Studies: 564

Multi-omics integration for identification of large effect rare variants

Approved Proposal, Assimes, Themistocles et al., MSID: 3771
Related Studies: 564

EWAS of kidney phenotypes in multi-ethnic studies

Approved Proposal, Franceschini, Nora et al., MSID: 4620
Related Studies: 564

Admixture mapping for clinical and subclinical atherosclerosis

Approved Proposal, Young, Erica et al., MSID: 4622
Related Studies: 564

Genetic analysis of sleep duration in TopMed

Approved Proposal, Ochs-Balcom, Heather et al., MSID: 3293
Related Studies: 564

Association of psychosocial stressors with clonal hematopoiesis of indeterminate potential (CHIP) in the Women’s Health Initiative (WHI)

Approved Proposal, Love, Shelly-Ann et al., 2019/10 MSID: 4016
Keywords: Clonal Hematopoiesis Of Indeterminate Potential; Stress; Neighborhood; Disadvantage
Related Studies: 564, 627

Novel candidate drivers of clonal hematopoiesis

Approved Proposal, Reiner, Alex et al., MSID: 4400
Related Studies: 564

Genetic association analysis of age of ischemic stroke onset: a caveat

Approved Manuscript, Kooperberg, Charles et al., 2023/9 MSID: 4401
Related Studies: 564

Improved risk prediction of complex traits using rare, large-effect expression variants

Approved Proposal, Montgomery, Stephen et al., MSID: 4402
Related Studies: 564

Assessment of X chromosome inactivation in females and its association with hematological and hemostasis traits

Approved Proposal, Wheeler, Marsha et al., MSID: 4403
Related Studies: 564

Differential multi-Omics signatures across race/ethnic groups and its implications for incident and prevalent type 2 diabetes

Approved Proposal, Kooperberg, Charles et al., MSID: 4404
Related Studies: 564

Differential multi-Omics signatures across race/ethnic groups and its implications for cardiovascular disease in type 2 diabetes

Approved Proposal, Kooperberg, Charles et al., MSID: 4405
Related Studies: 564

Comprehensive analysis of omics signatures: identification and description across race/ethnic groups

Approved Proposal, Sevilla Gonzalez, Magdalena del Rocio et al., MSID: 4406
Related Studies: 564

Whole genome analysis to identify risk-association of rs3176891G and rs10748643G with venous thromboembolism events (VTE) in subject with African descent

Approved Proposal, Nouraie, Seyed Mehdi et al., MSID: 4407
Related Studies: 564

Rare variant heritability of smoking from deep whole-genome sequencing of up to 26,000 individuals

Approved Proposal, Jang, Seon-Kyeong et al., MSID: 4408
Keywords: Genetic Architecture; Smoking; Cigarettes; Gcta; Missing Heritability
Related Studies: 564

Sex-specific cardiovascular risk using genetic and nongenetic factors in large cohorts

Approved Proposal, Gagliano Taliun, Sarah A. et al., MSID: 4409
Related Studies: 564

Whole genome sequencing identifies common and rare structural variants contributing to hematologic traits in the NHLBI TOPMed program

Approved Manuscript, Auer, Paul et al., MSID: 4410
Related Studies: 564

Whole genome sequence analysis of non-alcoholic fatty liver disease in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Allred (Palmer), Nicholette et al., MSID: 3540
Related Studies: 564

Effects of variant and null KEL, XK, ET3, and EDNRB alleles on cardiovascular phenotypes in African-Americans with sickle cell disease

Approved Proposal, Telen, Marilyn et al., MSID: 3541
Related Studies: 564

An omics analysis, search and information system (OASIS) for the TOPMed Diabetes Working Group

Approved Proposal, Perry, James et al., MSID: 3542
Related Studies: 564

Using TOPMed data for the development of a Samoan-specific imputation panel and whole genome association analysis of lipid traits

Approved Proposal, Rosenthal, Samantha et al., MSID: 3543
Related Studies: 564

Rare variants for electrocardiographic traits identify arrhythmia susceptibility genes

Approved Manuscript, Lubitz, Steven et al., 2020/6 MSID: 3544
Related Studies: 564

Whole genome sequence analysis of lipoprotein(a)

Approved Proposal, Natarajan, Pradeep et al., MSID: 3545
Related Studies: 564

Rare variants in genes encoding subunits of the epithelial Na+ channel are associated with blood pressure and kidney function in the TOPMed project

Approved Manuscript, Blobner, Brandon et al., 2021/3 MSID: 3546
Related Studies: 564

Inference on the genetic architecture of height and BMI from whole genome sequence data

Approved Proposal, Visscher, Peter et al., MSID: 3547
Related Studies: 564

Whole genome sequence analysis of gene by depressive symptom interactions on blood pressure in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Richard, Melissa et al., MSID: 3548
Related Studies: 564

Association of clonal hematopoiesis with cardiovascular disease

Approved Proposal, Natarajan, Pradeep et al., MSID: 3549
Related Studies: 564

Near optimal trans-ancestry meta-analysis of smoking phenotypes

Approved Proposal, Liu, Dajiang et al., MSID: 4624
Related Studies: 564

Heterogeneity-aware integrative analyses for ancestry-specific association studies

Approved Manuscript, Hsu, Li et al., 2023/3 MSID: 4627
Related Studies: 564

Association between mitochondrial DNA features and dementia

Approved Proposal, Satizabal, Claudia L. et al., MSID: 4766
Related Studies: 564

A methylation risk score for chronic kidney disease: the HyperGEN study

Approved Manuscript, Jones, Alana et al., 2023/6 MSID: 4684
Keywords: Methylation Risk Score; Kidney Disease; Epigenetics
Related Studies: 564

Investigating the effect of germ-line structural variants on inflammation and hemostasis traits: the TOPMed whole genome sequencing project

Approved Proposal, Auer, Paul et al., MSID: 4625
Related Studies: 564

Proteomics quantitative trait loci analysis in African Americans and non-Hispanic White participants

Approved Manuscript, Hsu, Li et al., 2024/6 MSID: 4628
Related Studies: 564

Whole genome sequence analysis of physical activity in humans

Approved Proposal, Manson, JoAnn et al., MSID: 3210
Related Studies: 564

Whole genome sequencing meta-analysis of lean body mass: Trans-Omics for Precision Medicine (TOPMed) and Tulane Louisiana Osteoporosis Study (LOS)

Approved Manuscript, Zhang, Xiaoyu et al., 2024/2 MSID: 5077
Related Studies: 564

Large scale whole genome sequence analysis for waist-related and CT fat traits in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Lin, Xiaochen et al., MSID: 3211
Related Studies: 564

Genetic disruption of Macrophage Scavenger Receptor 1 in humans is protective against coronary artery disease

Approved Manuscript, Clarke, Shoa et al., 2023/10 MSID: 3212
Related Studies: 564

Assessing variation in blood group genes from whole genome sequencing data

Approved Proposal, undefined et al., MSID: 3213
Related Studies: 564

Transcriptome-wide association study of blood cell traits in TOPMed

Approved Proposal, undefined et al., MSID: 3214
Related Studies: 564

Whole genome sequence analysis of coronary artery calcification in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Lin, Xiaochen et al., MSID: 3215
Related Studies: 564

Whole-genome sequencing of blood pressure in the NHLBI Trans-Omics for Precision Medicine Program

Approved Proposal, Martin, Lisa et al., MSID: 3216
Related Studies: 564

Prioritizing enhancers regulating cell type-specific genes in the human pancreas

Approved Manuscript, Wang, Li et al., 2024/8 MSID: 5173
Related Studies: 564

Genome-wide allele-specific analysis in TOPMed cohorts

Approved Proposal, Huan, Tianxiao et al., MSID: 5179
Keywords: Dna Methylation; Allele; Genetics
Related Studies: 564

Development of integrated genomic prediction model for coronary artery disease

Approved Proposal, Fahed, Akl et al., MSID: 5180
Keywords: Chip; Cvd; Genetics
Related Studies: 564

Multi-omic profiles of type 2 diabetes and fasting insulin genetic clusters

Approved Proposal, Sevilla Gonzalez, Magdalena del Rocio et al., MSID: 5182
Keywords: Metabolomics; Diabetes; Insulin; Genetics
Related Studies: 564

Whole genome sequence analysis of fibrinogen and coagulation factor VII (FVII) across TOPMed studies

Approved Proposal, Smith, Nicholas et al., MSID: 3121
Related Studies: 564

Genetic association study of circulating coagulation Factor VIII activity and von Willebrand antigen levels

Approved Manuscript, de Vries, Paul et al., 2022/10 MSID: 3122
Related Studies: 564

Whole genome sequence analysis of D-dimer, tissue plasminogen activator (tPA), and plasminogen activator inhibitor (PAI-1) across TOPMed studies

Approved Proposal, Smith, Nicholas et al., MSID: 3123
Related Studies: 564

Whole genome sequencing analysis of body mass index identifies novel African ancestry-specific risk allele

Approved Manuscript, Justice, Anne et al., 2023/5 MSID: 3124
Related Studies: 564

Whole genome sequencing association analysis of quantitative red blood cell phenotypes: the NHLBI TOPMed program

Approved Manuscript, Hu, Yao et al., 2020/11 MSID: 3125
Related Studies: 564

Whole genome sequence analysis of platelet traits in the NHLBI Trans-Omics for Precision Medicine Initiative

Approved Manuscript, Reiner, Alex et al., 2021/4 MSID: 3126
Related Studies: 564

The role of predicted human gene knockouts on blood-cell traits variation in TOPMed

Approved Proposal, Lettre, Guillaume et al., 2016/7 MSID: 3128
Related Studies: 564

Whole genome sequence association analysis of smoking behavior

Approved Proposal, Vrieze, Scott et al., 2016/7 MSID: 3129
Related Studies: 564

Rare non-coding variation identified by large scale whole genome sequencing reveals unexplained heritability of type 2 diabetes: Trans-Omics for Precision Medicine (TOPMed) Program

Approved Manuscript, Wessel, Jennifer et al., 2020/10 MSID: 3130
Related Studies: 564

Whole genome analysis of venous thromboembolism: The Trans-Omics for Precision Medicine (TOPMed) Program

Approved Manuscript, Seyerle, Amanda A. et al., 2021/3 MSID: 3132
Related Studies: 564

Large scale whole genome sequence analysis for eGFR in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Franceschini, Nora et al., MSID: 3133
Related Studies: 564

Clonal hematopoiesis is driven by aberrant activation of TCL1A

Approved Manuscript, Bick, Alex et al., 2021/6 MSID: 4301
Related Studies: 564

Trans-Omics for Precision Medicine (TOPMed)-based imputation identified HBB variants for white blood cell traits in minority samples

Approved Manuscript, Raffield, Laura M. et al., 2019/4 MSID: 3727
Related Studies: 349, 564

Association study of the genetic determinants of hematopoietic stem cell single-base substitution signature

Approved Proposal, Liggett, L. Alexander et al., MSID: 4621
Related Studies: 564

Metagenomics of TOPMed cardiovascular cohorts

Approved Proposal, Taylor, Kent et al., MSID: 5069
Related Studies: 564

Genome-wide association study of the beta-globin genes ratio measured using whole-blood RNA-seq

Approved Proposal, Lettre, Guillaume et al., MSID: 4764
Related Studies: 564

TOPMed Omics of Type 2 Diabetes and Glycemic Traits

Approved Proposal, Manning, Alisa et al., MSID: 4765
Related Studies: 564

Robust, flexible, and scalable tests for Hardy-Weinberg Equilibrium across diverse ancestries

Approved Manuscript, Kwong, Alan M. et al., 2020/5 MSID: 4176
Related Studies: 564

Bidirectional mendelian randomization reveals bidirectional causality between telomere length and clonal hematopoiesis of intermediate potential

Approved Manuscript, Nakao, Tetsushi et al., 2021/1 MSID: 4193
Related Studies: 564

Trans-ancestry genome-wide investigation of tobacco and alcohol use in 3.4 million individuals

Approved Manuscript, Kooperberg, Charles et al., 2022/1 MSID: 4605
Related Studies: 564

Polygenic risk scores for obstructive sleep apnea relying separately on BMI- adjusted and -unadjusted genetic associations reveal separate pathways of cardiovascular disease

Approved Manuscript, Kurniansyah, Nuzulul et al., 2024/9 MSID: 5191
Related Studies: 564

Whole genome sequencing across multiple ancestries identifies new genetic correlates of circulating white blood cell counts

Approved Manuscript, Reiner, Alex et al., 2021/3 MSID: 3127
Related Studies: 564

Whole genome sequence analysis in diverse cohorts for fasting glucose and fasting insulin levels from the NHLBI TOPMed Program

Approved Manuscript, Manning, Alisa et al., 2020/11 MSID: 3131
Related Studies: 564

Genetics, metabolomics and hemostatic factors: Findings from the TOPMed program

Approved Proposal, Yu, Bing et al., MSID: 3966
Related Studies: 564

Transcriptional regulatory variation in blood pressure(BP): Identifying the components using TOPMed data

Approved Proposal, Chakravarti, Aravinda et al., MSID: 3968
Related Studies: 564

Exome-wide association study of type 2 diabetes and glycemic traits

Approved Proposal, Florez, Jose C. et al., MSID: 3767
Related Studies: 564

Association analysis of handgrip strength using whole genome sequence data from the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Manuscript, Kooperberg, Charles et al., 2020/5 MSID: 3769
Related Studies: 564

A statistical framework to assess replicability of signals from trans-ethnic genome-wide association meta-analysis

Approved Proposal, Liu, Dajiang et al., MSID: 4623
Related Studies: 564

Multi-omic study of kidney traits in the Women’s Health Initiative

Approved Proposal, Lin, Bridget et al., 2020/12 MSID: 4361
Keywords: Multi-Omics; Epigenetic; Metabolomics; Transcriptome; Proteomics
Related Studies: 476, 564, BA23

Identifying functional rare variants through long-range identity by descent

Approved Proposal, Zoellner, Sebastian et al., MSID: 3977
Related Studies: 564

Whole genome sequencing analysis of Alzheimer's disease and related dementia in the TOPMed program

Approved Proposal, Jian, Xueqiu et al., MSID: 3979
Related Studies: 564

Whole genome sequencing analysis of Wellderly individuals to identify protective variants for AD in the NHLBI TOPMed program

Approved Proposal, Peloso, Gina M. et al., MSID: 3981
Related Studies: 564

Protein-altering genetic variants with impact on liver-related blood traits highlight potential therapeutic targets for cardiovascular disease

Approved Manuscript, Nielsen, Jonas et al., 2019/4 MSID: 3888
Related Studies: 564

Multi-ancestry genome-wide association meta-analysis of the electrocardiographic PR interval identifies 210 loci underlying cardiac conduction

Approved Manuscript, Ntalla, Ioanna et al., 2019/7 MSID: 3890
Related Studies: 564

Cross-cohort analysis of expression and splicing quantitative trait loci in TOPMed

Approved Manuscript, Orchard, Peter et al., 2024/7 MSID: 5150
Related Studies: 564

Association analysis of DNA methylation and mitochondrial DNA heteroplasmy

Approved Proposal, Liu, Chunyu et al., MSID: 5157
Related Studies: 564

Whole exome sequence analysis of anthropometric traits illustrates challenges in identifying effects of rare genetic variants

Approved Manuscript, Young, Kristin et al., 2022/4 MSID: 4676
Related Studies: 564

A system for phenotype harmonization in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Manuscript, Stilp, Adrienne M. et al., 2020/4 MSID: 4141
Related Studies: 564

Deep coverage whole genome sequences and plasma lipoprotein(a) in individuals of European and African ancestries

Maryam Zekavat et al., 2018/7 PubMed #29973585 MSID: 4114
Lipoprotein(a), Lp(a), is a modified low-density lipoprotein particle that contains apolipoprotein(a), encoded by LPA, and is a highly heritable, causal risk factor for cardiovascular diseases that varies in concentrations across ancestries. Here, we use deep-coverage whole genome sequencing in 8392 individuals of European and African ancestry to discover and interpret both single-nucleotide variants and copy number (CN) variation associated with Lp(a). We observe that genetic determinants betwe...
Related Studies: 564

Type 2 diabetes genome-wide association meta-analysis in the Latin American population using TOPMed imputation

Approved Manuscript, Mercader, Joseph et al., 2022/7 MSID: 4561
Keywords: Topmed Reference Panel; Genome-Wide Association Studies; Diverse Populations; Latin-American Ancestry; Rare Variants; Type 2 Diabetes
Related Studies: 564, M6

An ancestry-informed association analysis framework of large-scale whole genome sequencing studies, with applications to TOPMed kidney data

Approved Proposal, undefined et al., MSID: 5067
Related Studies: 564

A multi-layer functional genomic analysis to understand noncoding genetic variation in lipids

Approved Proposal, Zhu, Xiang et al., MSID: 4593
Related Studies: 564

Epigenome wide association study of cardiometabolic multimorbidity progression

Approved Proposal, Gao, Xu et al., MSID: 5066
Related Studies: 564

Age-related epigenetic drift, incident coronary heart disease, and mortality risk

Approved Proposal, Zannas, Anthony et al., MSID: 5071
Related Studies: 564

Unveiling the genetic landscape of coronary artery disease through common and rare structural variants

Approved Manuscript, Iyer, Kruthika et al., 2024/1 MSID: 4619
Related Studies: 564

Healthy lifestyle and clonal hematopoiesis of indeterminate potential: Results from the Women's Health Initiative

Bernhard Haring et al., 2021/2 PubMed #33619969 MSID: 3658
Background Presence of clonal hematopoiesis of indeterminate potential (CHIP) is associated with a higher risk of atherosclerotic cardiovascular disease, cancer, and mortality. The relationship between a healthy lifestyle and CHIP is unknown. Methods and Results This analysis included 8709 postmenopausal women (mean age, 66.5 years) enrolled in the WHI (Women's Health Initiative), free of cancer or cardiovascular disease, with deep-coverage whole genome sequencing data available. Information on ...
Keywords: Lifestyle; Lifestyle Score; Diet; Physical Activity; Smoking; Bmi; Clonal Hematopoiesis; Chip
Related Studies: 564

Epigenetic signatures for breast cancer underlying glucose intolerance in minority subpopulations

Approved Proposal, Jung, Su Yon et al., 2024/10 MSID: 5092
Keywords: Cancer; Breast Carcinogenesis; Glucose Intolerance; Dna Methylation; Minority Subpopulations
Related Studies: 311, 315, 564, BA23

Allelic heterogeneity at the CRP locus identified by whole-genome sequencing in multi-ancestry cohorts

Laura M. Raffield et al., 2020/1 PubMed #31883642 MSID: 3948
Abstract Whole-genome sequencing (WGS) can improve assessment of low-frequency and rare variants, particularly in non-European populations that have been underrepresented in existing genomic studies. The genetic determinants of C-reactive protein (CRP), a biomarker of chronic inflammation, have been extensively studied, with existing genome-wide association studies (GWASs) conducted in >200,000 individuals of European ancestry. In order to discover novel loci associated with CRP levels, we exami...
Keywords: C-Reactive Protein; Whole-Genome Sequencing
Related Studies: 564

Supplemental association of clonal hematopoiesis with incident heart failure

Bing Yu et al., 2021/7 PubMed #34210413 MSID: 4376
Background: Age-related clonal hematopoiesis of indeterminate potential (CHIP), defined as clonally expanded leukemogenic sequence variations (particularly in DNMT3A, TET2, ASXL1, and JAK2) in asymptomatic individuals, is associated with cardiovascular events, including recurrent heart failure (HF). Objectives: This study sought to evaluate whether CHIP is associated with incident HF. Methods: CHIP status was obtained from whole exome or genome sequencing of blood DNA in participants without pr...
Related Studies: 564

Genome-wide association of kidney traits in Hispanics/Latinos using dense imputed whole genome sequencing data: The Hispanic Community Health Study/Study of Latinos

Huijun Qian et al., 2020/6 PubMed #32600054 MSID: 4110
Background - Genetic factors that influence kidney traits have been understudied for low frequency and ancestry-specific variants. Methods - This study used imputed whole genome sequencing from the Trans-Omics for Precision Medicine project to identify novel loci for estimated glomerular filtration rate (eGFR) and urine albumin to creatinine ratio (ACR) in up to 12,207 Hispanics/Latinos. Replication was performed in the Women's Health Initiative and the UK Biobank when variants were available. R...
Related Studies: 564, M5

Rare variant contribution to the heritability of coronary artery disease

Approved Manuscript, Rocheleau, Ghislain et al., 2023/10 MSID: 4771
Related Studies: 564

Genetic control of mRNA splicing as a potential mechanism for incomplete penetrance of rare coding variants

Approved Manuscript, Lappalainen, Tuuli et al., 2023/1 MSID: 4779
Related Studies: 564

Prevalence and association of putative pathogenic genetic variants predisposing to inherited cardiomyopathies in a multi-ethnic population

Approved Proposal, Parcha, Vibhu et al., MSID: 4783
Related Studies: 564

Characterizing the structural variations in cardiomyopathy associated genes in the NHLBI TOPMed program

Approved Proposal, Parcha, Vibhu et al., MSID: 4885
Related Studies: 564

Leveraging linkage evidence to identify low-frequency and rare variants on 16p13 associated with blood pressure using TOPMed whole genome sequencing data

Karen He et al., 2019/1 PubMed #30671673 MSID: 3719
In this study, we investigated low-frequency and rare variants associated with blood pressure (BP) by focusing on a linkage region on chromosome 16p13. We used whole genome sequencing (WGS) data obtained through the NHLBI Trans-Omics for Precision Medicine (TOPMed) program on 395 Cleveland Family Study (CFS) European Americans (CFS-EA). By analyzing functional coding variants and non-coding rare variants with CADD score > 10 residing within the chromosomal region in families with linkage evidenc...
Related Studies: 564

Carriers of rare damaging CCR2 genetic variants are at lower risk of atherosclerotic disease

Approved Manuscript, Georgakis, Marios et al., 2023/5 MSID: 4789
Related Studies: 564

Metabolic obesity phenotype, age acceleration and obesity-related cancer risk in the Women’s Health Initiative

Approved Proposal, Karra, Prasoona et al., 2023/3 MSID: 4878
Keywords: Obesity-Associated Cancer; Metabolic Dysfunction; Body Mass Index; Metabolic Health Phenotypes; Age Acceleration
Related Studies: 311, 315, 564, BA23, W1, W2, W54, W58, W66

Cell type-specific and bulk-level blood epigenomic signatures of dementia and mild cognitive impairment

Approved Proposal, Zannas, Anthony et al., MSID: 5178
Keywords: Dna Methylation; Mci; Alzheimer’S Disease
Related Studies: 564

Metabolomic associations with blood pressure and hypertension in multi-ethnic populations

Approved Proposal, Hu, Jie et al., 2024/3 MSID: 5088
Keywords: Myocardial Infarction; Heart Attack; Metabolomics; Meta-Analysis; Comets
Related Studies: 564, BA24

Sickle cell trait and the risk of severe COVID-19 in individuals of African ancestry

Approved Proposal, Reiner, Alex et al., MSID: 4774
Related Studies: 564

Cross-cohort characterization of metabolite quantitative trait loci in the TOPMed program

Approved Proposal, Yu, Bing et al., MSID: 4776
Related Studies: 564

Implicating genes, pleiotropy and sexual dimorphism at blood lipid loci through trans-ancestry meta-analysis

Approved Manuscript, Peloso, Gina M. et al., 2021/11 MSID: 4592
Related Studies: 564

Premature menopause, clonal hematopoiesis, and coronary artery disease in postmenopausal women

Michael Honigberg et al., 2020/11 PubMed #33161765 MSID: 4144
Background: Premature menopause is an independent risk factor for cardiovascular disease in women, but mechanisms underlying this association remain unclear. Clonal hematopoiesis of indeterminate potential (CHIP), the age-related expansion of hematopoietic cells with leukemogenic mutations without detectable malignancy, is associated with accelerated atherosclerosis. Whether premature menopause is associated with CHIP is unknown. Methods: We included postmenopausal women from the UK Biobank (N=1...
Related Studies: 564

Polygenic Multi-omic Risk Scores to improve diverse ancestry genetic prediction

Approved Proposal, Manichaikul, Ani et al., MSID: 4769
Related Studies: 564

Development of precision nutrition approaches to improve health

Approved Proposal, Reynolds, Lindsay et al., MSID: 4778
Related Studies: 564

Systematic profiling and characterization of transcripts that are associated with quantitative blood disease traits through putative gain-of-function variants

Approved Proposal, Coban Akdemir, Zeynep et al., MSID: 4780
Related Studies: 564

An analysis of clonal hematopoiesis. Mosaic chromosomal alterations (mCA) and cancer in the Women’s Health Initiative TOPMED cohort

Approved Proposal, Desai, Pinkal et al., MSID: 4791
Related Studies: 564

Longitudinal profiling of clonal hematopoiesis provides insight into clonal dynamics

Mesbah Uddin et al., 2022/5 PubMed #35610705 MSID: 4275
Background: Clonal hematopoiesis of indeterminate potential (CHIP), the age-related expansion of mutant hematopoietic stem cells, confers risk for multiple diseases of aging including hematologic cancer and cardiovascular disease. Whole-exome or genome sequencing can detect CHIP, but due to those assays' high cost, most population studies have been cross-sectional, sequencing only a single timepoint per individual. Results: We developed and validated a cost-effective single molecule molecular in...
Related Studies: 564, 628

Assessing replicability in trans-ancestry genome-wide association meta-analysis

Approved Manuscript, Kooperberg, Charles et al., 2022/1 MSID: 4641
Related Studies: 564

Whole genome analysis of plasma fibrinogen reveals population-differentiated genetic regulators with putative liver roles

Approved Manuscript, Smith, Nicholas et al., 2023/6 MSID: 4946
Related Studies: 564

Use of traditionally measured hemostasis biomarkers and proteomic analysis to identify novel proteins associated with a pro-thrombotic state.

Approved Proposal, Youkhana, Kimberley et al., MSID: 4886
Related Studies: 564

Methylation profile of individuals with Sickle Cell Trait

Approved Manuscript, Reiner, Alex et al., 2025/4 MSID: 4904
Keywords: Sickle Cell; Proteomics; Egfr; Kidney Disease; D-Dimer
Related Studies: 564, 666

Structural variation across 138,134 samples in the TOPMed consortium

Approved Manuscript, Jun, Goo et al., 2022/6 MSID: 4709
Keywords: Structural Variants; Population; Topmed; Ngs
Related Studies: 564

Longitudinal assessment of gene fitness in CHIP as a predictor of all-cause mortality

Approved Proposal, Robertson, Neil et al., 2023/8 MSID: 4966
Keywords: Clonal Haematopoiesis; Disease Risk; All-Cause Mortality; Gene Fitness; Aging
Related Studies: 564, 628

Circulating metabolites and type 2 diabetes risk: An integrated study of metabolomics, genetics, and lifestyle factors in ~23,000 racially and ethnically diverse adults

Approved Manuscript, Hu, Jie et al., 2024/5 MSID: 4908
Keywords: Diabetes; Metabolomics; Meta-Analysis; Diet; Lifestyle
Related Studies: 564, BA24

The association between mitochondrial DNA copy number, low-density lipoprotein cholesterol and cardiovascular disease risk

Approved Manuscript, Liu, Xue et al., 2022/8 MSID: 4735
Related Studies: 564

Mosaic chromosomal alterations in blood across ancestries via whole-genome sequencing

Yasminka Jakubek et al., 2023/11 PubMed #37904051 MSID: 4763
Megabase-scale mosaic chromosomal alterations (mCAs) in blood are prognostic markers for a host of human diseases. Here, to gain a better understanding of mCA rates in genetically diverse populations, we analyzed whole-genome sequencing data from 67,390 individuals from the National Heart, Lung, and Blood Institute Trans-Omics for Precision Medicine program. We observed higher sensitivity with whole-genome sequencing data, compared with array-based data, in uncovering mCAs at low mutant cell fra...
Related Studies: 564

AESurv: autoencoder survival analysis for accurate early prediction of coronary heart disease

Yike Shen et al., 2024/9 PubMed #39323093 MSID: 4795
Coronary heart disease (CHD) is one of the leading causes of mortality and morbidity in the United States. Accurate time-to-event CHD prediction models with high-dimensional DNA methylation and clinical features may assist with early prediction and intervention strategies. We developed a state-of-the-art deep learning autoencoder survival analysis model (AESurv) to effectively analyze high-dimensional blood DNA methylation features and traditional clinical risk factors by learning low-dimensiona...
Keywords: Coronary Heart Disease; Autoencoder Survival Analysis; Aesurv; Deep Learning; Prediction
Related Studies: 311, 315, 564, BA23

Catalog, analysis best practice and genetic architecture of circulating metabolites in ancestrally diverse populations from the NHLBI trans-omics for precision medicine (TOPMed) initiative

Approved Manuscript, Wang, Nan et al., 2024/5 MSID: 5116
Related Studies: 564

Immune cell-type-specific epigenetic signatures of coronary heart disease

Approved Proposal, Zannas, Anthony et al., MSID: 4790
Related Studies: 564

The landscape of chromosomal mosaic events in TOPMed participants and their association with hematological traits

Approved Proposal, Auer, Paul et al., MSID: 4788
Related Studies: 564

Time-to-event Genome-Wide Association Study for incident cardiovascular disease in people with type 2 diabetes mellitus

Approved Manuscript, Kwak, Sean (Soo Heon) et al., 2023/2 MSID: 4867
Related Studies: 564

Associations of genetic scores related to insulin resistance with neurological traits in ancestrally diverse cohorts from the Trans-Omics for Precision Medicine (TOPMed) program

Approved Manuscript, Sarnowski, Chloe et al., 2024/7 MSID: 5151
Related Studies: 564

Multi-ancestry genetic analyses of spatial and frontal QRS-T angles reveal biological mechanisms underlying these markers for arrhythmogenesis

Approved Manuscript, Young, William et al., 2022/2 MSID: 4658
Related Studies: 564

Transthyretin Val122Ile variant, cardiovascular risk factor profile, and heart failure: A pooled cohorts analysis

Approved Manuscript, Arora, Pankaj et al., 2024/1 MSID: 5046
Keywords: Amyloidosis; Black Individuals; Cardiovascular Risk Factors; Val122ile; Heart Failure; Mortality
Related Studies: 564

An Ancestry-Informed Association Analysis Framework for Large-Scale Multi-Ancestry Whole Genome Sequencing Studies

Approved Manuscript, Wang, Wenbo et al., 2025/1 MSID: 5252
Related Studies: 564

Leveraging causal inference methods to identify putatively causal proteomic links of vascular disease, cognition, ADRD and survival

Approved Proposal, Waziry, Reem et al., 2023/8 MSID: 4960
Keywords: Causal Inference; Decomposition; Vascular; Proteomics; Adrd
Related Studies: 564, 576

A pilot cross-cohort metabolomics proposal for TOPMed metabolomics data: Metabolites associated with sex and age

Approved Proposal, Raffield, Laura et al., MSID: 4782
Related Studies: 564

Prospective associations of epigenetic age acceleration and kidney function phenotypes

Approved Proposal, Pan, Yang et al., MSID: 4784
Related Studies: 564

Genome-wide association study of low von Willebrand factor levels identifies variants associated with increased risk of von Willebrand disease and bleeding

Approved Manuscript, de Vries, Paul et al., 2024/7 MSID: 4785
Related Studies: 564

Study of frequency sex-biased variants

Approved Proposal, Sofer, Tamar et al., MSID: 4786
Related Studies: 564

cellSTAAR: Incorporating single-cell-sequencing-based functional data to boost power in rare variant association testing of non-coding regions

Approved Manuscript, Van Buren, Eric et al., 2024/2 MSID: 4787
Related Studies: 564

Multi-ancestry genome-wide association study in >2.5 million individuals reveals heterogeneity in mechanistic pathways driving type 2 diabetes and vascular complications

Approved Manuscript, Morris, Andrew P. et al., 2023/2 MSID: 4871
Related Studies: 564

The association between mitochondrial DNA copy number, low-density lipoprotein cholesterol and cardiovascular disease risk

Approved Proposal, Liu, Chunyu et al., MSID: 4887
Related Studies: 564

Psychosocial factors and Clonal Hematopoiesis of Indeterminate Potential

Approved Proposal, Glover, LaShaunta et al., MSID: 5009
Related Studies: 564

Polygenic risk score for obstructive sleep apnea

Approved Proposal, Sofer, Tamar et al., MSID: 5011
Related Studies: 564

Genome-wide association analyses in the presence of heterogeneous genetic effect on T2D

Approved Proposal, Li, Ming et al., MSID: 5012
Related Studies: 564

Improved identification of gene-Mediterranean diet interactions using longitudinal data and metabolomic proxies

Approved Proposal, Westerman, Kenneth et al., MSID: 5014
Related Studies: 564

An integrated multi-omics analysis of sleep-disordered breathing traits implicates P2XR4 purinergic signaling

Tamar Sofer et al., 2023/1 PubMed #36721044 MSID: 4696
Sleep Disordered Breathing (SDB) is a common disease associated with increased risk for cardiometabolic, cardiovascular, and cognitive diseases. How SDB affects the molecular environment is still poorly understood. We study the association of three SDB measures with gene expression measured using RNA-seq in multiple blood tissues from the Multi-Ethnic Study of Atherosclerosis. We develop genetic instrumental variables for the associated transcripts as polygenic risk scores (tPRS), then generaliz...
Related Studies: 564

Pathway-specific polygenic risk scores for TOPMed cohorts

Approved Proposal, Goodman, Matthew et al., MSID: 4889
Related Studies: 564

Whole genome association testing in 333,100 individuals across three biobanks identifies rare non-coding single variant and genomic aggregate associations with height

Approved Manuscript, Li, Zilin et al., 2023/9 MSID: 4891
Related Studies: 564

Leveraging polygenic risk scores to identify determinants of CHIP expansion rate

Approved Proposal, Bick, Alex et al., MSID: 4895
Related Studies: 564

Identification of methylation quantitative trait loci using whole genome sequencing

Approved Proposal, Ma, Jiantao et al., MSID: 5032
Related Studies: 564

Patterns of ultra-rare genetic variation from high coverage whole genome sequencing of over 150,000 diverse people

Approved Proposal, Zoellner, Sebastian et al., MSID: 5034
Related Studies: 564

Individual and neighborhood-level socioeconomic status and somatic mutations associated with increased risk of cardiovascular disease and mortality: A cross-sectional analysis in the Women's Health Initiative

Shelly-Ann Love et al., 2023/12 PubMed #38061917 MSID: 4033
Background: Clonal hematopoiesis of indeterminate potential (CHIP), the expansion of leukemogenic mutations in white blood cells, has been associated with increased risk of atherosclerotic cardiovascular diseases, cancer, and mortality. Objective: We examined the relationship between individual- and neighborhood-level socioeconomic status (SES) and CHIP and evaluated effect modification by interpersonal and intrapersonal resources. Methods: The study population included 10,799 postmenopausal wom...
Keywords: Clonal Hematopoiesis Of Indeterminate Potential; Stress; Neighborhood; Disadvantage
Related Studies: 564, 627

MagicalRsq-X: A cross-cohort transferable genotype imputation quality metric

Yun Li et al., 2024/5 PubMed #38636510 MSID: 4792
Since genotype imputation was introduced, researchers have been relying on the estimated imputation quality from imputation software to perform post-imputation quality control (QC). However, this quality estimate (denoted as Rsq) performs less well for lower-frequency variants. We recently published MagicalRsq, a machine-learning-based imputation quality calibration, which leverages additional typed markers from the same cohort and outperforms Rsq as a QC metric. In this work, we extended the or...
Related Studies: 564

Incorporating TOPMed multiomics data into rare variant association tests of noncoding regions in whole genome sequencing data using omicsSTAAR, with an application to hematological traits

Approved Proposal, Van Buren, Eric et al., MSID: 4888
Related Studies: 564

The genetic architecture of low-density lipoprotein cholesterol across 1.23 billion variants

Approved Manuscript, Selvaraj, Margaret Sunitha et al., 2024/6 MSID: 4892
Related Studies: 564

MetaSTAARpipeline enables powerful and robust meta-analysis of rare variant associations in largescale whole-genome sequencing studies

Approved Proposal, Li, Xihao et al., MSID: 4893
Related Studies: 564

A machine learning association model for hypertension development using gene-based PRS and lifestyle factors

Approved Proposal, Sofer, Tamar et al., MSID: 4898
Related Studies: 564

An eGFR polygenic risk score predicts chronic kidney disease in African Americans

Alana Jones et al., 2024/8 PubMed #39085340 MSID: 4775
Chronic kidney disease (CKD) impacts about 1 in 7 adults in the United States, but African Americans (AAs) carry a disproportionately higher burden of disease. Epigenetic modifications, such as DNA methylation at cytosine-phosphate-guanine (CpG) sites, have been linked to kidney function and may have clinical utility in predicting the risk of CKD. Given the dynamic relationship between the epigenome, environment, and disease, AAs may be especially sensitive to environment-driven methylation alte...
Related Studies: 564

Impact of local ancestry on APOE locus effect size for lipid traits and c-reactive protein

Approved Proposal, Raffield, Laura et al., MSID: 4996
Related Studies: 564, M6

Expression quantitative trait methylation analysis elucidates gene regulatory effects of DNA methylation: the Framingham Heart Study

Dan Levy et al., 2023/8 PubMed #37563237 MSID: 4881
Expression quantitative trait methylation (eQTM) analysis identifies DNA CpG sites at which methylation is associated with gene expression. The present study describes an eQTM resource of CpG-transcript pairs derived from whole blood DNA methylation and RNA sequencing gene expression data in 2115 Framingham Heart Study participants. We identified 70,047 significant cis CpG-transcript pairs at p < 1E-7 where the top most significant eGenes (i.e., gene transcripts associated with a CpG) were enric...
Related Studies: 564

Gene-sleepiness interaction analyses for obstructive sleep apnea

Approved Proposal, Wang, Heming et al., MSID: 4894
Related Studies: 564

GWAS and PRS transferability of hematological traits in African ancestry populations

Approved Proposal, Khan, Alyna et al., MSID: 4897
Related Studies: 564

Radon Exposure, clonal Hematopoiesis, and stroke susceptibility in the Women's Health Initiative

Kurt Anthony et al., 2024/1 PubMed #38170948 MSID: 4015
Background and objectives: Studies suggest that clonal hematopoiesis of indeterminate potential (CHIP) may increase risk of hematologic malignancy and cardiovascular disease, including stroke. However, few studies have investigated plausible environmental risk factors for CHIP such as radon, despite the climate-related increases in and documented infrequency of testing for this common indoor air pollutant.The purpose of this study was to estimate the risk of CHIP related to radon, an established...
Keywords: Chip; Clonal Hematopoiesis; Radon; Environment; Cvd
Related Studies: 564, 628

General kernel machine methods for multi-omics integration and genome-wide association testing with related individuals

Approved Manuscript, Little, Amarise et al., 2023/10 MSID: 5001
Keywords: Kernel Machine Regression; General Linear Regression; Association Testing; Multi-Omics; Composite Kernel; Variance Component Test; Integrative Analysis
Related Studies: 564

CD39 polymorphism enables lung thrombosis in Sickle Cell Disease

Approved Proposal, Sundd, Prithu et al., MSID: 5127
Keywords: Sickle Cell Disease; Cd39; Adp; Lung Thrombosis; Extracellular Vesicle.
Related Studies: 564

Gestational diabetes mellitus, circulating metabolites, and future risk of cardiovascular disease in U.S. women: results from the Women’s Health Initiative

Approved Proposal, Hu, Jie et al., 2004/1 MSID: 5049
Keywords: Gestational Diabetes Mellitus; Metabolomics; Cardiovascular Disease; Coronary Heart Disease; Mendelian Randomization
Related Studies: 564, BA24

Association of Clonal Hematopoiesis of Indeterminate Potential with incident heart failure with preserved ejection fraction

Alex Reiner et al., 2023/6 PubMed #37333361 MSID: 4951
Background: Clonal hematopoiesis of indeterminate potential (CHIP) was recently identified as a risk factor for incident heart failure (HF). Whether CHIP is associated selectively with risk of heart failure with reduced ejection fraction (HFrEF) or heart failure with preserved ejection fraction (HFpEF) subtypes is unknown. Objectives: To evaluate whether CHIP is associated with incident HF subtypes, HFrEF versus HFpEF. Methods: We obtained CHIP status from whole genome sequencing of blood DNA in...
Related Studies: 564

Plasma metabolomic profiles associated with cardiovascular disease in type 2 diabetes from the Trans-Omics for Precision Medicine (TOPMed) program

Approved Proposal, Zhang, Yixin et al., MSID: 5338
Related Studies: 564

African ancestry-derived APOL1 risk genotypes show proximal epigenetic associations

Charles Breeze et al., 2024/5 PubMed #38714935 MSID: 4991
Abstract Apolipoprotein L1 (APOL1) coding variants, termed G1 and G2, are established genetic risk factors for a growing spectrum of diseases, including kidney disease, in individuals of African ancestry. Evidence suggests that the risk variants, which show a recessive mode of inheritance, lead to toxic gain-of-function changes of the APOL1 protein. Disease occurrence and presentation vary, likely due to modifiers or second hits. To understand the role of the epigenetic landscape in relation to ...
Related Studies: 476, 564

Differing proteomic signatures based on a Duffy gene single nucleotide polymorphism and its relation to WBC and long-term outcomes

Approved Proposal, Ha, Edward et al., MSID: 5166
Keywords: Nucleotide; Genetics; Polymorphism; Wbc
Related Studies: 564

Deep learning to generate pharmacomimetic genetic scores for cardiovascular disease

Approved Proposal, Yu, Zhi et al., MSID: 4899
Related Studies: 564

Deleterious heteroplasmic mitochondrial mutations are associated with an increased risk of overall and cancer-specific mortality

Approved Manuscript, Arking, Dan et al., 2023/3 MSID: 4900
Related Studies: 564

Differences in the circulating proteome in individuals with versus without sickle cell trait

Yanwei Cai et al., 2023/8 PubMed #37533140 MSID: 4661
Background: Sickle cell trait affects approximately 8% of Black individuals in the United States, along with many other individuals with ancestry from malaria-endemic regions worldwide. While traditionally considered a benign condition, recent evidence suggests that sickle cell trait is associated with lower eGFR and higher risk of kidney diseases, including kidney failure. The mechanisms underlying these associations remain poorly understood. We used proteomic profiling to gain insight into the...
Keywords: Sickle Cell; Proteomics; Egfr; Kidney Disease; D-Dimer
Related Studies: 564, 666

Whole genome sequence association analysis of muscle traits in the NHLBI Trans-Omics for Precision Medicine (TOPMed) Program

Approved Proposal, Li, Xihao et al., MSID: 5275
Related Studies: 564

Genetic risk score for epigenetic age and associations with cardiovascular outcomes

Approved Proposal, Couch, Catharine et al., 2024/4 MSID: 5096
Keywords: Epigenetics; Polygenic Risk Score; Aging; Biological Age; Cardiovascular Disease
Related Studies: 315, 564, BA23

Assessment of immune cell profiles among post-menopausal women in the Women's Health Initiative using DNA methylation-based methods

Karl Kelsey et al., 2023/4 PubMed #37118842 MSID: 4543
Background: Over the past decade, DNA methylation (DNAm)-based deconvolution methods that leverage cell-specific DNAm markers of immune cell types have been developed to provide accurate estimates of the proportions of leukocytes in peripheral blood. Immune cell phenotyping using DNAm markers, termed immunomethylomics or methylation cytometry, offers a solution for determining the body's immune cell landscape that does not require fresh blood and is scalable to large sample sizes. Despite signif...
Related Studies: 564

The Relationship of Duffy Gene Polymorphism with High-Sensitivity C-Reactive Protein, Mortality, and Cardiovascular Outcomes in Black Individuals

Edward Ha et al., 2024/10 PubMed #39596582 MSID: 4953
Background: Black adults have higher incidence of all-cause mortality and worse cardiovascular disease (CVD) outcomes when compared to other U.S. populations. The Duffy chemokine receptor is not expressed on erythrocytes in a large majority of Black adults, but the clinical implications of this are unclear. Methods: Here, we investigated the relationship of Duffy receptor status, high-sensitivity C-reactive protein (hs-CRP), and mortality and incident CVD events (coronary heart disease, stroke, ...
Keywords: Duffy Gene; Proteomics; All-Cause Mortality; Darc; Health Care Inequities
Related Studies: 564, 666

Radon exposure as a risk factor for incident clonal hematopoiesis

Approved Proposal, Collins, Jason et al., 2024/6 MSID: 5147
Keywords: Radon; Clonal Hematopoiesis Of Indeterminate Potential; Environmental Exposure; Incident Analysis
Related Studies: 564, 628

Multi-ethnic whole genome sequencing analysis reveals rare coding and noncoding variants associated with eGFR and UACR

Approved Manuscript, Li, Zilin et al., 2023/5 MSID: 4936
Related Studies: 564

Genomic signatures of aging for frailty in the TOPMed program

Approved Proposal, Lynch, Megan et al., MSID: 5005
Related Studies: 564

Seasonality in DNA methylation

Approved Proposal, Sofer, Tamar et al., MSID: 5033
Related Studies: 564

Exploring genetic determinants of type 2 diabetes: The causal impact of SREBF1 expression revealed by two-sample mendelian randomization

Approved Proposal, Jamshidi, Afshin et al., MSID: 5339
Related Studies: 564

The role of plasma proteins in the association between socioeconomic status and cardiovascular disease events: results from TOPMed cohorts

Approved Manuscript, Glover, LaShaunta et al., 2024/12 MSID: 5238
Related Studies: 564

Metabolomic, proteomic, and gene expression, correlates of Alzheimer's disease polygenic risk score

Approved Proposal, Raffield, Laura et al., MSID: 5007
Related Studies: 564

A multi-omic, multi-ethnic discovery and functional analysis of obesity loci

Approved Proposal, Rich, Stephen et al., MSID: 5016
Related Studies: 564

The association of depressive symptoms and global stress with plasma proteins

Approved Proposal, Glover, LaShaunta et al., MSID: 5006
Related Studies: 564

Multi-ancestry genome-wide association analyses in prediabetes

Approved Proposal, Sevilla Gonzalez, Magdalena del Rocio et al., MSID: 5008
Related Studies: 564

Associations between ambient air pollutants and clonal hematopoiesis of indeterminate potential (CHIP)

Claire Leiser et al., 2023/10 PubMed #37466697 MSID: 4142
Background: Clonal hematopoiesis of indeterminate potential (CHIP) is an age-related somatic mutation associated with incident hematologic cancer. Environmental stressors which, like air pollution, generate oxidative stress at the cellular level, may induce somatic mutations and some mutations may provide a selection advantage for persistence and expansion of specific clones. Methods: We used data from the Multi-Ethnic Study of Atherosclerosis (MESA) N = 4,379 and the Women's Health Initiative (...
Related Studies: 564

Investigate underlying genetic mechanisms of cardiovascular outcomes in individuals with chronic kidney disease

Approved Proposal, Wen, Jia et al., MSID: 5274
Related Studies: 564

Determinants of mosaic chromosomal alteration fitness

Alex Bick et al., 2024/5 PubMed #38714703 MSID: 4896
Clonal hematopoiesis (CH) is characterized by the acquisition of a somatic mutation in a hematopoietic stem cell that results in a clonal expansion. These driver mutations can be single nucleotide variants in cancer driver genes or larger structural rearrangements called mosaic chromosomal alterations (mCAs). The factors that influence the variations in mCA fitness and ultimately result in different clonal expansion rates are not well understood. We used the Passenger-Approximated Clonal Expansi...
Related Studies: 564

Machine learning models for predicting blood pressure phenotypes by combining multiple polygenic risk scores

Hrytsenko Yana et al., 2024/5 PubMed #38816422 MSID: 4773
We construct non-linear machine learning (ML) prediction models for systolic and diastolic blood pressure (SBP, DBP) using demographic and clinical variables and polygenic risk scores (PRSs). We developed a two-model ensemble, consisting of a baseline model, where prediction is based on demographic and clinical variables only, and a genetic model, where we also include PRSs. We evaluate the use of a linear versus a non-linear model at both the baseline and the genetic model levels and assess the...
Related Studies: 564

Assessing genetic determinants of telomere length leveraging whole genome sequence data in the NHLBI Trans-Omics for Precision Medicine Program – breakout proposal for PRS

Approved Proposal, Mathias, Rasika et al., MSID: 5010
Related Studies: 564

Genetically subtyping prediabetes in multiple TOPMed cohorts

Approved Proposal, Li, Yang et al., MSID: 5013
Related Studies: 564

Watershed multi-omics modeling to identify rare variants affecting telomere length

Approved Proposal, Keener, Rebecca et al., MSID: 5015
Related Studies: 564

DNA methylation patterns highlight biological processes and genetic regulatory mechanisms associated with interleukin-6

Approved Manuscript, Lundin, Jessica et al., 2023/12 MSID: 5025
Related Studies: 564, M6

Increasing genetic and environmental diversity: Multiancestry genome-wide study of tobacco and alcohol use in 6.5 million individuals

Approved Proposal, Vrieze, Scott et al., MSID: 5031
Keywords: Genetics; Smoking; Alcohol Use
Related Studies: 564

Validation of a multi-population blood-based epigenetic signature for coronary artery disease in TOPMED

Approved Proposal, Kho, Pik Fang et al., MSID: 5036
Related Studies: 564

Colocalization of eQTLs with Whole-Genome Sequences for Type 2 Diabetes and Glycemic Traits in Ancestrally Diverse Populations from NHLBI Trans-Omics in Precision Medicine (TOPMed) Program

Approved Manuscript, Wang, Ningyuan et al., 2025/3 MSID: 5313
Keywords: Diabetes; Genetics; Ancestry
Related Studies: 564

Efficient variant set mixed model association tests for continuous and binary traits in large-scale whole genome sequencing studies

Han Chen et al., 2019/1 PubMed #30639324 MSID: 3674
With advances in whole-genome sequencing (WGS) technology, more advanced statistical methods for testing genetic association with rare variants are being developed. Methods in which variants are grouped for analysis are also known as variant-set, gene-based, and aggregate unit tests. The burden test and sequence kernel association test (SKAT) are two widely used variant-set tests, which were originally developed for samples of unrelated individuals and later have been extended to family data wit...
Related Studies: 564

Exome-wide association study of plasma lipids in >300,000 individuals

Dajiang Liu et al., 2017/12 PubMed #29083408 MSID: 3629
We screened variants on an exome-focused genotyping array in >300,000 participants (replication in >280,000 participants) and identified 444 independent variants in 250 loci significantly associated with total cholesterol (TC), high-density-lipoprotein cholesterol (HDL-C), low-density-lipoprotein cholesterol (LDL-C), and/or triglycerides (TG). At two loci (JAK2 and A1CF), experimental analysis in mice showed lipid changes consistent with the human data. We also found that: (i) beta-thalassemia t...
Related Studies: 564

Non-coding variants in MYH11, FZD3, and SORCS3 are associated with dementia in women

Elizabeth Blue et al., 2020/9 PubMed #32966694 MSID: 3866
Introduction: Recent studies suggest that both sex-specific genetic risk factors and those shared between dementia and stroke are involved in dementia pathogenesis. Methods: We performed both single-variant and gene-based genome-wide association studies of >11,000 whole genome sequences from the Women's Health Initiative cohort to discover loci associated with dementia, with adjustment for age, ethnicity, stroke, and venous thromboembolism status. Evidence for prior evidence of association and d...
Keywords: Stroke; Whole-Genome Sequence; Sex-Specific; Dementia
Related Studies: 564