Publications: PROF Patricia Munroe
(
2025
)
.
Heart Rate Profiles During Exercise and Incident Parkinson's Disease
.
Annals of Neurology
Article
ana.70010
,
Smit RAJ, Wade KH, Hui Q, Arias JD, Yin X, Christiansen MR, Yengo L, Preuss MH et al.
(
2025
)
.
Polygenic prediction of body mass index and obesity through the life course and across ancestries
.
Nature Medicine
(
2025
)
.
Applying multimodal AI to physiological waveforms improves genetic prediction of cardiovascular traits
.
The American Journal of Human Genetics
vol.
112
,
(
7
)
1562
-
1579
.
Danielli M, Garofalidou T, Gupta A, Sever P, Munroe P, Warren H
(
2025
)
.
Hypertensive patients with greater genetic risk respond less effectively to treatment and are more likely to be treatment resistant in the Anglo-Scandinavian Cardiac Outcomes Trial (ASCOT)
.
Clinical Medicine
vol.
25
,
(
4
)
Article
100407
,
100407
-
100407
.
(
2025
)
.
Genetics of monozygotic twins reveals the impact of environmental sensitivity on psychiatric and neurodevelopmental phenotypes
.
Nature Human Behaviour
Sanghvi MM, Young WJ, Naderi H, Burns R, Ramírez J, Bell CG, Munroe PB
(
2025
)
.
Using Genomics to Develop Personalized Cardiovascular Treatments
.
Arteriosclerosis, Thrombosis, and Vascular Biology
vol.
45
,
(
6
)
866
-
881
.
(
2025
)
.
Diagnostic and prognostic value of ECG-predicted hypertension-mediated left ventricular hypertrophy using machine learning
.
Journal of Hypertension
vol.
43
,
(
8
)
1327
-
1338
.
(
2025
)
.
Phenotypic expression of rare progressive cardiac conduction disease variants in the general population
.
Europace
vol.
27
,
(
6
)
Article
euaf103
,
(
2025
)
.
CARDIAC MAGNETIC RESONANCE CHARACTERISTICS AND PROGNOSTIC ASSOCIATIONS OF HYPERTENSION-MEDIATED LEFT VENTRICULAR HYPERTROPHY
.
Journal of Hypertension
.
vol.
43
,
e33
-
e33
.
Rauseo E, Salih AM, Cooper J, Abdulkareem M, Banerji CRS, Chadalavada S, Naderi H, Munroe PB et al.
(
2025
)
.
Clinical phenotypes in hypertension: a data-driven approach to risk stratification and outcome prediction
.
(
2025
)
.
Genome-wide association study and multi-ancestry meta-analysis identify common variants associated with carotid artery intima-media thickness
.
(
2025
)
.
A large-scale genome-wide study of gene-sleep duration interactions for blood pressure in 811,405 individuals from diverse populations
.
Molecular Psychiatry
vol.
30
,
(
8
)
3660
-
3672
.
(
2025
)
.
A NOVEL SARCOPENIC OBESITY PHENOTYPE DERIVED FROM CARDIAC IMAGING PREDICTS CARDIOVASCULAR OUTCOMES AND GENOME-WIDE ANALYSIS HIGHLIGHTS CARDIAC GENES
.
Journal of the American College of Cardiology
.
vol.
85
,
4698
-
4698
.
(
2025
)
.
PO-02-158 ARRHYTHMOGENIC MITRAL VALVE PROLAPSE – DEEP PHENOTYPING AND GENOMIC ANALYSIS OF UK BIOBANK AND NIH ALL OF US
.
Heart Rhythm
vol.
22
,
(
4
)
S304
-
S305
.
(
2025
)
.
Unsupervised clustering of single-lead electrocardiograms associates with prevalent and incident heart failure in coronary artery disease
.
European Heart Journal - Digital Health
vol.
6
,
(
3
)
435
-
446
.
(
2025
)
.
Mechanistic Heterogeneity in Type 2 Diabetes and Hypertension Comorbidity Revealed with Partitioned Polygenic Scores
.
(
2025
)
.
A Large-Scale Genome-wide Association Study of Blood Pressure Accounting for Gene-Depressive Symptomatology Interactions in 564,680 Individuals from Diverse Populations
.
(
2025
)
.
Large-scale multi-omics identifies drug targets for heart failure with reduced and preserved ejection fraction
.
Nature Cardiovascular Research
vol.
4
,
(
3
)
293
-
311
.
Naderi H, Warren HR, Munroe PB
(
2025
)
.
Harnessing the power of genomics in hypertension: tip of the iceberg?
.
Cambridge Prisms: Precision Medicine
vol.
3
,
Article
e2
,
Magavern EF, Deshmukh H, Asselin G, Theusch E, Trompet S, Li X, Noordam R, Chen Y-DI et al.
(
2025
)
.
GWAS of CRP response to statins further supports the role of APOE in statin response: A GIST consortium study
.
Pharmacological Research
vol.
212
,
Article
107575
,
107575
-
107575
.
(
2025
)
.
Prognostic impact of albuminuria in early-stage chronic kidney disease on cardiovascular outcomes: a cohort study
.
Heart
vol.
111
,
(
11
)
506
-
512
.
(
2025
)
.
Hypertrophic cardiomyopathy management: a systematic review of the clinical practice guidelines and recommendations
.
European Heart Journal - Quality of Care and Clinical Outcomes
Article
qcae117
,
Burns R, Dal Toso L, Mauger CA, Sojoudi A, Suinesiaputra A, Petersen SE, Ramírez J, Munroe PB et al.
(
2025
)
.
Relationships between heart shape, function, and disease in 38,858 UK biobank participants
.
Journal of Cardiovascular Magnetic Resonance
vol.
27
,
(
2
)
Article
101919
,
101919
-
101919
.
(
2024
)
.
Leucocyte telomere length and conduction system ageing
.
Heart
vol.
111
,
(
7
)
314
-
320
.
.
ECG Based Unsupervised Clustering Model Predicts Heart Failure and Cardiovascular Diseases in Individuals without Cardiovascular Disease
.
Computing in Cardiology Conference (CinC)
.
Conference:
2024 Computing in Cardiology Conference
vol.
51
,
(
2024
)
.
Prediction of atrial and ventricular arrhythmias using multiple cardiovascular risk-factor polygenic risk scores
.
Heart Rhythm
Burns R, Young WJ, Aung N, Lopes LR, Elliott PM, Syrris P, Barriales-Villa R, Sohrabi C et al.
(
2024
)
.
Genetic basis of right and left ventricular heart shape
.
Nature Communications
vol.
15
,
(
1
)
Article
9437
,
(
2024
)
.
Abstract 4139238: A Multi-Population-First Approach Leveraging UK Biobank (UKBB) and All of Us (AoU) Datasets Reveals Higher Cardiomyopathy Variant Burden in Individuals with Myocarditis
.
Circulation
.
vol.
150
,
(
2024
)
.
Abstract 4147050: Genetic Insights into Arrhythmogenic Mitral Valve Prolapse – A Case-Control Study from UK Biobank and NIH All of Us
.
Circulation
vol.
150
,
(
Suppl_1
)
(
2024
)
.
Cardiac autonomic function during exercise and incident Parkinson’s disease
.
(
2024
)
.
Prevalence, Cardiac Phenotype, and Outcomes of Transthyretin Variants in the UK Biobank Population
.
JAMA Cardiology
vol.
9
,
(
11
)
964
-
964
.
(
2024
)
.
Worldwide trends in diabetes prevalence and treatment from 1990 to 2022: a pooled analysis of 1108 population-representative studies with 141 million participants
.
The Lancet
vol.
404
,
(
10467
)
2077
-
2093
.
(
2024
)
.
Can variants of genes associated with familial heart block predict conduction disease in the general population? A UK Biobank study
.
European Heart Journal
vol.
45
,
(
Supplement_1
)
Article
ehae666.319
,
Young W, Sanghvi MM, Ramirez J, Orini M, Tinker A, Warren HR, Lambiase PD, Munroe PB
(
2024
)
.
Circulating metabolites associate with the QT interval in individuals without prevalent cardiovascular disease
.
European Heart Journal
vol.
45
,
(
Supplement_1
)
Article
ehae666.2742
,
Rauseo E, Salih A, Cooper J, Abdulkareem M, Chadalavada S, Naderi H, Munroe PB, Aung N et al.
(
2024
)
.
Clustering analysis based on clinically available data for improving risk stratification and outcome prediction of hypertension
.
European Heart Journal
.
vol.
45
,
(
2024
)
.
Diagnostic and prognostic value of ECG-predicted hypertension mediated left ventricular hypertrophy using machine learning
.
European Heart Journal
.
vol.
45
,
(
2024
)
.
In-silico insights into personalised therapy selection of anti-arrhythmic drugs and ablation using patient-specific biatrial models for atrial fibrillation
.
European Heart Journal
.
vol.
45
,
(
2024
)
.
Long-term time-to-ventricular arrhythmic event prediction using a deep learning based model on the electrocardiogram signal
.
European Heart Journal
vol.
45
,
(
Supplement_1
)
Article
ehae666.3434
,
(
2024
)
.
Non-lipid metabolomic biomarkers are associated with adverse cardiac remodelling and cardiovascular outcomes
.
European Heart Journal
.
vol.
45
,
(
2024
)
.
The association between periodontal disease and coronary artery disease: insights from imaging, observational and genome-wide data
.
European Heart Journal
.
vol.
45
,
(
2024
)
.
The genetic architecture of exercise-induced ventricular ectopy
.
European Heart Journal
vol.
45
,
(
Supplement_1
)
Article
ehae666.3668
,
(
2024
)
.
Promise and Peril of a Genotype‐First Approach to Mendelian Cardiovascular Disease
.
Journal of the American Heart Association
Article
e033557
,
(
2024
)
.
Health data science course for clinicians: Time to bridge the skills gap?
.
Perfusion
vol.
40
,
(
5
)
1237
-
1242
.
(
2024
)
.
The Association Between Periodontal Disease and Cardiovascular Disease
.
JACC: Advances
vol.
3
,
(
10
)
Article
101241
,
101241
-
101241
.
(
2024
)
.
A Large-Scale Genome-Wide Gene-Sleep Interaction Study in 732,564 Participants Identifies Lipid Loci Explaining Sleep-Associated Lipid Disturbances
.
Young WJ, van der Most PJ, Bartz TM, Bos MM, Biino G, Duong T, Foco L, Lominchar JT et al.
(
2024
)
.
Genome‐Wide Interaction Analyses of Serum Calcium on Ventricular Repolarization Time in 125 393 Participants
.
Journal of the American Heart Association
vol.
13
,
(
17
)
Article
e034760
,
(
2024
)
.
General and abdominal adiposity and hypertension in eight world regions: a pooled analysis of 837 population-based studies with 7·5 million participants
.
The Lancet
vol.
404
,
(
10455
)
851
-
863
.
Gomez EA, De Matteis R, Udomjarumanee P, Munroe PB, Dalli J
(
2024
)
.
An <i>LGR6</i> frameshift variant abrogates receptor expression on select leukocyte subsets and is associated with viral infections
.
Blood
vol.
144
,
(
4
)
420
-
434
.
(
2024
)
.
Fine mapping of candidate effector genes for heart rate
.
Human Genetics
vol.
143
,
(
9-10
)
1207
-
1221
.
(
2024
)
.
ECG-based unsupervised clustering in coronary artery disease associates with cardiovascular events
.
Journal of Electrocardiology
vol.
85
,
3
-
4
.
(
2024
)
.
The ric-8b protein (resistance to inhibitors of cholinesterase 8b) is key to preserving contractile function in the adult heart
.
Journal of Biological Chemistry
vol.
300
,
(
7
)
Article
107470
,
107470
-
107470
.
(
2024
)
.
Common and rare variant association study of left and right ventricular phenotypes identifies novel genetic loci and therapeutic targets for heart failure
.
Conference:
European Society of Human Genetics
(
Berlin, Germany
)
from:
01/06/2024
to:
04/06/2024
,
Ganji-Arjenaki M, Kamali Z, Evangelou E, Warren HR, Gao H, Ntritsos G, Dimou N, Esko T et al.
(
2024
)
.
Prioritization of Kidney Cell Types Highlights Myofibroblast Cells in Regulating Human Blood Pressure
.
Kidney International Reports
vol.
9
,
(
6
)
1849
-
1859
.
(
2024
)
.
Common and rare variant association study of left and right ventricular phenotypes identifies novel genetic loci and therapeutic targets for heart failure
.
Conference:
Londomics Symposium
from:
20/05/2024
to:
20/05/2024
,
(
2024
)
.
Genetics of environmental sensitivity to psychiatric and neurodevelopmental phenotypes: evidence from GWAS of monozygotic twins
.
Breeyear JH, Mautz BS, Keaton JM, Hellwege JN, Torstenson ES, Liang J, Bray MJ, Giri A et al.
(
2024
)
.
A new test for trait mean and variance detects unreported loci for blood-pressure variation
.
The American Journal of Human Genetics
vol.
111
,
(
5
)
954
-
965
.
(
2024
)
.
PO-01-089 PREDICTION OF ATRIAL AND VENTRICULAR ARRHYTHMIAS USING MULTIPLE CARDIOVASCULAR RISK FACTOR POLYGENIC RISK SCORES
.
Heart Rhythm
vol.
21
,
(
5
)
S209
-
S209
.
(
2024
)
.
PO-02-049 ECG-BASED UNSUPERVISED CLUSTERING IN CORONARY ARTERY DISEASE DETECTS AND PREDICTS HEART FAILURE
.
Heart Rhythm
vol.
21
,
(
5
)
S278
-
S278
.
(
2024
)
.
PO-05-033 PATIENT-SPECIFIC BIATRIAL MODELLING FRAMEWORK FOR PREDICTING ATRIAL FIBRILLATION OUTCOMES
.
Heart Rhythm
vol.
21
,
(
5
)
S565
-
S566
.
(
2024
)
.
Predicted Deleterious Variants in Cardiomyopathy Genes Prognosticate Mortality and Composite Outcomes in the UK Biobank
.
JACC: Heart Failure
vol.
12
,
(
5
)
918
-
932
.
Keaton JM, Kamali Z, Xie T, Vaez A, Williams A, Goleva SB, Ani A, Evangelou E et al.
(
2024
)
.
Genome-wide analysis in over 1 million individuals of European ancestry yields improved polygenic risk scores for blood pressure traits
.
Nature Genetics
vol.
56
,
(
5
)
778
-
791
.
(
2024
)
.
Diagnostic and prognostic value of ECG-predicted hypertension-mediated left ventricular hypertrophy using machine learning
.
(
2024
)
.
<scp>NMR</scp> metabolomic modeling of age and lifespan: A multicohort analysis
.
Aging Cell
vol.
23
,
(
7
)
Article
e14164
,
(
2024
)
.
Large-scale Mendelian randomization identifies novel pathways as therapeutic targets for heart failure with reduced ejection fraction and with preserved ejection fraction
.
(
2024
)
.
Utilizing multimodal AI to improve genetic analyses of cardiovascular traits
.
(
2024
)
.
A Large-Scale Genome-Wide Study of Gene-Sleep Duration Interactions for Blood Pressure in 811,405 Individuals from Diverse Populations
.
Guirette M, Lan J, McKeown NM, Brown MR, Chen H, de Vries PS, Kim H, Rebholz CM et al.
(
2024
)
.
Genome-Wide Interaction Analysis With DASH Diet Score Identified Novel Loci for Systolic Blood Pressure
.
Hypertension
vol.
81
,
(
3
)
552
-
560
.
(
2024
)
.
Genetic analysis of cardiac dynamic flow volumes identifies loci mapping aortic root size
.
Nature Genetics
vol.
56
,
(
2
)
197
-
199
.
(
2024
)
.
Disorders manifesting with systemic hypertension
.
Genomic and Molecular Cardiovascular Medicine
,
Elsevier
(
2024
)
.
Investigation of the Modulatory Effect of Physical Activity on Genetic Variants Associated with Left Ventricular Mass
.
Journal of Cardiovascular Magnetic Resonance
vol.
26
,
Article
100322
,
100322
-
100322
.
(
2023
)
.
Prognostic Significance of Different Ventricular Ectopic Burdens During Submaximal Exercise in Asymptomatic UK Biobank Subjects
.
Circulation
vol.
148
,
(
24
)
1932
-
1944
.
.
A Multi-layer CNN Using the ECG, Age and Sex Predicts Ventricular Arrhythmias in the General Population
.
Computing in Cardiology Conference (CinC)
.
Conference:
2023 Computing in Cardiology Conference
.
ECG-Based Unsupervised Clustering in Coronary Artery Disease Associates with Ventricular Arrhythmia
.
Computing in Cardiology Conference (CinC)
.
Conference:
2023 Computing in Cardiology Conference
.
Ultra-Short Beat-to-Beat Repolarization Variability Predicts Cardiovascular Events in Individuals without Cardiovascular Disease
.
Computing in Cardiology Conference (CinC)
.
Conference:
2023 Computing in Cardiology Conference
Guirette M, Lan J, Mckeown N, Brown MR, Chen H, De Vries PS, Kim H, Rebholz CM et al.
(
2023
)
.
Genome-Wide Interaction Analysis with DASH Diet Score Identified Novel Loci for Systolic Blood Pressure
.
(
2023
)
.
Combining hypothesis-driven ECG indices with machine learning improves ventricular arrhythmic risk prediction in a low-risk population
.
European Heart Journal
vol.
44
,
(
Supplement_2
)
Article
ehad655.2914
,
(
2023
)
.
Ultra-short heart rate variability over 15 seconds is associated with increased long-term risk of cardiovascular disease
.
European Heart Journal
vol.
44
,
(
Supplement_2
)
Article
ehad655.2912
,
(
2023
)
.
NMR metabolomic modelling of age and lifespan: a multi-cohort analysis
.
(
2023
)
.
Long-term association of ultra-short heart rate variability with cardiovascular events
.
Scientific Reports
vol.
13
,
(
1
)
Article
18966
,
(
2023
)
.
Gene-educational attainment interactions in a multi-population genome-wide meta-analysis identify novel lipid loci
.
Frontiers in Genetics
vol.
14
,
Article
1235337
,
Willems SM, Ng NHJ, Fernandez J, Fine RS, Wheeler E, Wessel J, Kitajima H, Marenne G et al.
(
2023
)
.
Large-scale exome array summary statistics resources for glycemic traits to aid effector gene prioritization
.
Wellcome Open Research
vol.
8
,
483
-
483
.
(
2023
)
.
Integration of genetic fine-mapping and multi-omics data reveals candidate effector genes for hypertension
.
The American Journal of Human Genetics
vol.
110
,
(
10
)
1718
-
1734
.
(
2023
)
.
Association between subclinical atherosclerosis and cardiac structure and function—results from the UK Biobank Study
.
European Heart Journal - Imaging Methods and Practice
vol.
1
,
(
2
)
Article
qyad010
,
Lagou V, Jiang L, Ulrich A, Zudina L, González KSG, Balkhiyarova Z, Faggian A, Maina JG et al.
(
2023
)
.
GWAS of random glucose in 476,326 individuals provide insights into diabetes pathophysiology, complications and treatment stratification
.
Nature Genetics
vol.
55
,
(
9
)
1448
-
1461
.
Aung N, Wang Q, van Duijvenboden S, Burns R, Stoma S, Raisi-Estabragh Z, Ahmet S, Allara E et al.
(
2023
)
.
Association of Longer Leukocyte Telomere Length With Cardiac Size, Function, and Heart Failure
.
JAMA Cardiology
vol.
8
,
(
9
)
808
-
808
.
(
2023
)
.
Genetic insights into resting heart rate and its role in cardiovascular disease
.
Nature Communications
vol.
14
,
(
1
)
Article
4646
,
(
2023
)
.
Genome-wide association analysis and Mendelian randomization proteomics identify drug targets for heart failure
.
Nature Communications
vol.
14
,
(
1
)
Article
3826
,
(
2023
)
.
Long-term association of 15-second heart rate variability with cardiovascular events
.
(
2023
)
.
Classifying hypertension mediated left ventricular hypertrophy phenotypes from the 12-lead electrocardiogram using machine learning
.
European Heart Journal - Cardiovascular Imaging
vol.
24
,
(
Supplement_1
)
Article
jead119.054
,
(
2023
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The association between non-lipid metabolomic biomarkers and prognostically important left ventricular phenotypes
.
European Heart Journal - Cardiovascular Imaging
vol.
24
,
(
Supplement_1
)
Article
jead119.284
,
(
2023
)
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Predicting left ventricular hypertrophy from the 12-lead electrocardiogram in the UK Biobank imaging study using machine learning
.
European Heart Journal - Digital Health
vol.
4
,
(
4
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316
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324
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Graham SE, Clarke SL, Wu K-HH, Kanoni S, Zajac GJM, Ramdas S, Surakka I, Ntalla I et al.
(
2023
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Author Correction: The power of genetic diversity in genome-wide association studies of lipids
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Nature
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7965
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E19
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E20
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Nicholls H, Ng FL, Watson D, Jacobsen J, Warren H, Cacheiro P, Smedley D, Munroe P et al.
(
2023
)
.
Post-GWAS machine learning prioritizes key genes regulating blood pressure
.
(
2023
)
.
Incident Clinical and Mortality Associations of Myocardial Native T1 in the UK Biobank
.
JACC: Cardiovascular Imaging
vol.
16
,
(
4
)
450
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460
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Young WJ, Haessler J, Benjamins J-W, Repetto L, Yao J, Isaacs A, Harper AR, Ramirez J et al.
(
2023
)
.
Genetic architecture of spatial electrical biomarkers for cardiac arrhythmia and relationship with cardiovascular disease
.
Nature Communications
vol.
14
,
(
1
)
Article
1411
,
(
2023
)
.
Prognostic Significance of Different Ventricular Ectopic Burdens During Exercise in Asymptomatic UK Biobank Subjects
.
(
2023
)
.
Premature atrial and ventricular contractions detected on wearable-format electrocardiograms and prediction of cardiovascular events
.
European Heart Journal - Digital Health
vol.
4
,
(
2
)
112
-
118
.
(
2023
)
.
Genome-Wide Analysis of Left Ventricular Maximum Wall Thickness in the UK Biobank Cohort Reveals a Shared Genetic Background With Hypertrophic Cardiomyopathy
.
Circulation: Genomic and Precision Medicine
vol.
16
,
(
1
)
(
2023
)
.
Integration of genetic fine-mapping and multi-omics data reveals candidate effector genes for hypertension
.
.
Uncoupling Between Heart Rate Variability and Heart Rate During Exercise and Recovery as a Predictor of Cardiovascular Events
.
Computing in Cardiology Conference (CinC)
.
Conference:
2022 Computing in Cardiology Conference
.
\Association between photoplethysmography pulse upslope and cardiovascular events in over 170,000 UK Biobank participants\
.
Computing in Cardiology Conference (CinC)
.
Conference:
2022 Computing in Cardiology Conference
Kanoni S, Graham SE, Wang Y, Surakka I, Ramdas S, Zhu X, Clarke SL, Bhatti KF et al.
(
2022
)
.
Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis
.
Genome Biology
vol.
23
,
(
1
)
Article
268
,
(
2022
)
.
Polygenic risk scores for schizophrenia and major depression are associated with socio-economic indicators of adversity in two British community samples
.
Translational Psychiatry
vol.
12
,
(
1
)
Article
477
,
(
2022
)
.
Slowing Heart Rate Protects Against Pathological Cardiac Hypertrophy
.
Function
vol.
4
,
(
1
)
Article
zqac055
,
Yengo L, Vedantam S, Marouli E, Sidorenko J, Bartell E, Sakaue S, Graff M, Eliasen AU et al.
(
2022
)
.
A saturated map of common genetic variants associated with human height
.
Nature
vol.
610
,
(
7933
)
704
-
712
.
(
2022
)
.
Prediction of Coronary Artery Disease and Major Adverse Cardiovascular Events Using Clinical and Genetic Risk Scores for Cardiovascular Risk Factors
.
Circulation: Genomic and Precision Medicine
vol.
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