
Pradeep Natarajan, M.D, MMSc
Massachusetts General Hospital,
Broad Institute of Harvard and MIT
Boston, MA, USA
email: pradeep@broadinstitute.org

Gina Peloso, Ph.D
Department of Biostatistics,
Boston University
Boston, MA, USA
email: gpeloso@bu.edu
Consortium Participants
- Children of 1997 Birth Cohort (97BC)
- Africa Wits-INDEPTH Partnership for Genomic Research (AWI-Gen)
- African Collaborative Center for Microbiome and Genomics Research (ACCME)
- All of Us Cohort (AOU)
- ASPirin in Reducing Events in the Elderly (ASPREE)
- Atherosclerosis Risk in Communities Study (ARIC)
- AugUR (AugUR)
- AURORA: A study to evaluate the Use of Rosuvastatin in subjects On Regular haemodialysis: an Assessment of survival and cardiovascular events (NCT00240331) (AURORA)
- Austrian Stroke Prevention Family Study (ASPSFam)
- Austrian Stroke Prevention Study (ASPS)
- Avon Longitudinal Study of Parents and Children (ALSPAC)
- Beijing Eye Study (BES)
- Biobank Japan (BBJ)
- BioMe Biobank (BioMe)
- Blue Mountains Eye Study (BMES)
- British Genetics of Hypertension study (BRIGHT)
- Cameron County Hispanic Cohort (CCHC)
- Canadian Longitudinal Study on Aging (CLSA)
- Cardiovascular Health Study (CHS)
- Cebu Longitudinal Health and Nutrition Survey (CLHNS)
- China Health and Nutrition Survey (CHNS)
- China Kadoorie Biobank (CKB)
- ChinaHEART Cohort (ChinaHEART)
- Cilento Study (CILENTO)
- Combined rosuvastatin trials (Combined-rosavastatin-trials)
- Combined tesaglitazar trials (Combined-tesaglitazar-trials)
- Cooperative Health Research in South Tyrol (CHRIS)
- CORONA: Controlled Rosuvastatin Multinational Study in Heart Failure (CORONA)
- CRONICAS (CRONICAS)
- DanFunD (DANFUND)
- deCODE_Iceland (DEC)
- Diacore (Diacore)
- Effective Anticoagulation with Factor Xa Next Generation in Atrial Fibrillation (ENGAGE)
- Ely Study (Ely)
- Epirus Health Study (EHS)
- European Prospective Investigation into Cancer - Norfolk study (EPIC-Norfolk)
- European Prospective Investigation into Cancer and Nutrittion Potsdam (EPIC-P)
- Fenland Study (Fenland)
- Finland-United States Investigation of NIDDM Genetics (FUSION)
- Finnish Twin Cohort (FTC)
- FINRISK 1992 (FR92)
- FINRISK 1997 (FR97)
- FINRISK 2012 (FR12)
- Framingham Heart Study (FHS)
- Further Cardiovascular Outcomes Research with PCSK9 Inhibition in Subjects with Elevated Risk (FOURIER)
- Generation Scotland (GS)
- GENERISK (GENERISK)
- Genes & Health (GNH)
- German Chronic Kidney Disease Study (GCKD)
- German Heart Center Munich (GerMIFS)
- Health06 (HEALTH06)
- Health08 (HEALTH08)
- Health10 (HEALTH10)
- Healthy Aging in Neighboorhoods of Diversity across the Life Span (HANDLS)
- Heinz Nixdorf Recall Study (HNR)
- Hispanic Community Health Study / Study of Latinos (SOL)
- Howard University Family Study (HUFS)
- Hunter Community Study (HCS)
- Hypertension Genetic Epidemiology Network (HyperGEN)
- Inter99 (INTER99)
- Italian Network of Genetic Isolates - Carlantino (INGI-CAR)
- Italian Network of Genetic Isolates - Val Borbera (INGI-VBI)
- Italian Network of Genetic Isolates Friuli Venezia Giulia (INGI-FVG)
- Iwate Tohoku Medical Megabank (IMM)
- Jackson Heart Study (JHS)
- Japan Multi-Institutional Collaborative Cohort Study (J-MICC)
- JUPITER (JUPITER)
- Kangbuk Samsung Cohort Study (KSCS)
- Kita-Nagoya Genomic Epidemiology Study of the CAGE Network (CAGE-KING)
- Korea National Diabetes Program (KNDP)
- Korean Genome and Epidemiology Study (KoGES)
- Kuwait Obesity Diabetes Genetic Program (KODGP)
- Latvian Population Study of Lipid Genomics (LVLG)
- LIFE-Adult (LIFE-Adult)
- LIFE-Heart (LIFE-Heart)
- Lifelines (LL-Affy)
- Longitudinal studies for Age Associated Conditions in a Sardinia Population Cohort (SardiNIA)
- Ludwigshafen Risk and Cardiovascular Health study (LURIC)
- Mass General Brigham Biobank (MGBB)
- Mayo Clinic Biobank (MCB)
- Mayo Vascular Disease Biorepository (VDB)
- MC1 (MC1)
- MC2 (MC2)
- Metabolic Syndrome in Men (METSIM)
- Mexican Hypertriglyceridemia Cohort (MEXHTG)
- MHI biobank (MHI-Biobank)
- Michigan Genomics Initiative (MGI)
- Million Veteran Program (MVP)
- Multi-Ethnic Study of Atherosclerosis (MESA)
- Mumbai Maternal Nutrition Project Children (MMNPC)
- Mysore Birth Records Cohort (MBRC)
- Mysore Parthenon Cohort - Children (PARC2)
- Mysore Parthenon Cohort - Father (PARF)
- Mysore Parthenon Cohort - Mother (PARM)
- Netherlands Epidemiology of Obesity (NEO)
- Netherlands Study of Anxiety and Depression (NESDA)
- Nijmegen Biomedische Studie (NBS)
- Northern Finland Birth Cohort 1966 (NFBC1966)
- NORTHERN IRELAND COHORT FOR THE LONGITUDINAL STUDY OF AGEING (NICOLA)
- Orkney Complex Disease Study (ORCADES)
- Penn Medicine BioBank (PMBB)
- Pharmacogenomics and Risk of Cardiovascular Disease (PARC)
- PROCARDIS (PROC)
- Prospective Study of pravastatin in the elderly at risk (PROSPER)
- Pune Children Study (PCSFM)
- Pune Maternal Nutrition Study - Children (PMNSC)
- Pune Maternal Nutrition Study - Father (PMNSF)
- Pune Maternal Nutrition Study - Mother (PMNSM)
- Qatar Genome, Qatar Precision Health Institute (QGP-QPHI)
- QIMR Berghofer Genetic Epidemiology Cohort (QIMRB)
- Quebec Family Study (QFS)
- Ragama Health Study (RHS)
- Randomized Trial to Prevent Vascular Events in HIV (REPRIEVE)
- REasons for Geographic and Racial Differences in Stroke (REGARDS)
- Religious Orders Study, the Rush Memory and Aging Project, Minority Aging Research Study, Clinical care core (RUSHRADC)
- Rotterdam Study 1 (RS1)
- Rotterdam Study 2 (RS2)
- Rotterdam Study III (RS3)
- Russian Biobank (BBRU)
- Saxagliptin Assessment of Vascular Outcomes Recorded in Patients with Diabetes Mellitus (SAVOR)
- SDC (SDC)
- Shanghai Men's Health Study (SMHS)
- Shanghai Women's Health Study (SWHS)
- Singapore Chinese Eye Study (SCES-610)
- Singapore Chinese Health Study CAD (SCHS-CAD)
- Singapore Coronary Artery Disease Genetics Study (SCADGENS)
- Singapore Indian Eye Study (SINDI)
- Singapore Living Biobank (LivingBiobank-Chinese)
- Singapore Malay Eye Study (SiMES)
- Singapore Prospective Study Program (SP2-1M)
- SNUH DM T2D study (SNUHDM)
- SNUH FM cohort (SNUHFM)
- Sorbs (Sorbs)
- Special Turku Coronary Risk Factor Intervention Project - Children (STRIP-CHILDREN)
- Special Turku Coronary Risk Factor Intervention Project - Parents (STRIP-PARENTS)
- Stabilization of Plaque Using Darapladib-Thrombolysis in Myocardial Infarction (SOLID)
- Taiwan Biobank (TWB)
- The Anglo-Scandinavian Cardiovascular Outcomes Trial - Scandinavian Cohort (ASCOT_SC)
- The Anglo-Scandinavian Cardiovascular Outcomes Trial - UK Cohort (ASCOT_UK)
- The Dapagliflozin Effect on Cardiovascular Events Thrombolysis in Myocardial Infarction (DECLARE)
- The Finnish Cardiovascular Study (FINCAVAS)
- The Hypertension-Insulin Resistance Family Study (HTN-IR)
- The Netherlands Twin Register (NTR)
- The Raine Study (RaineStudy)
- The Study of Health in Pomerania (SHIP)
- The Trøndelag Health Study (HUNT)
- The Young Finns Study Generation 0 (YFS-G0)
- The Young Finns Study Generation 1 (YFS-G1)
- Tohoku Medical Megabank Project Community-Based Cohort Study (ToMMo)
- Tracking Adolescents' Individual Lives Survey - population cohort (TRAILS-POP)
- UK Biobank (UKB)
- UK ROI GENIE (UKROI)
- Vejle Biobank (VEJLE)
- Viking Health Study Shetland (VIKING)
- VUMC BioVU (BioVU)
- Wellcome Genetic Cohort (WG)
- Women's Health Initiative (GARNET)
- Women's Genome Health Study (WGHS)

Data Downloads
When using downloaded data, please cite the corresponding paper:
Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis.
Kanoni et al.
Genome Biol. 23(1):268. (2022).A multi-layer functional genomic analysis to understand noncoding genetic variation in lipids.
Ramdas et al.
Am J Hum Genet. 109(8):1366-1387 (2022).Rare coding variants in 35 genes associate with circulating lipid levels-A multi-ancestry analysis of 170,000 exomes.
Hindy et al.
Am J Hum Genet. 109(1):81-96 (2022).The power of genetic diversity in genome-wide association studies of lipids.
Graham et al.
Nature volume 600, pages 675–679 (2021).Exome chip meta-analysis identifies novel loci and East Asian-specific coding variants that contribute to lipid levels and coronary artery disease.
Lu et al.
Nat Genet. 49(12):1722-1730. (2017).Exome-wide association study of plasma lipids in >300,000 individuals.
Liu et al.
Nat Genet. 49(12):1758-1766 (2017).Discovery and refinement of loci associated with lipid levels.
Global Lipids Genetics Consortium et al.
Nat Genet. 45, 1274-83 (2013).Biological, clinical and population relevance of 95 loci for blood lipids.
Teslovich TM et al.
Nature 466, 707-13 (2010).Common variants at 30 loci contribute to polygenic dyslipidemia.
Kathiresan S et al.
Nat Genet. 41, 56-65 (2009).Newly identified loci that influence lipid concentrations and risk of coronary artery disease.
Willer CJ et al.
Nat Genet. 40, 161-9 (2008).Six new loci associated with blood low-density lipoprotein cholesterol, high-density lipoprotein cholesterol or triglycerides in humans.
Kathiresan S et al.
Nat Genet. 40, 1 89-97 (2008).