Selected Publication (# advisee, @ first/co-first author, * senior/co-senior/corresponding author)
Rami FZ@, Seo H@#, Kang C, Park S#, Li L, Le T, Kim S, Won S, Chung W* and Chung Y*, Associations of Polygenic Risk Score, Environmental Factors, and Their Interactions with the Risk of Schizophrenia Spectrum Disorders, Revised for Psychological Medicine
Park S# and Chung W*, Comprehensive Evaluation of Statistical Learning Methods for Polygenic Prediction in UK Biobank, Submitted to PLOS One
Kim JS, Goo T, Seo J#, Park S#, Kim S, Lee S, Chung W* and Park T*, Association of Cardiovascular Genetic Susceptibility with COVID-19 Severity and Mortality Using UK Biobank Data, Submitted to Human Genetics
Song SM, Goo T, Chung W and Park T, COVID-19 Mortality and Genetic Susceptibility: Analyzing Polygenic Risk Scores with UK Biobank Data, Submitted to PLOS Genetics
Ha A@, Kim H#@, Hwang H#, Chung W* and Kim YK*, Serum Vitamin D, Genetic Risk, and Glaucoma: A Gene-Nutrition Interaction Study Using the UK Biobank, Submitted to Ophthalmology
Park S#, Kim H, Seo J#, Kim DY, Choo EH, Kim SH, Lee K, Chung W* and Choi Y*, Genetic Predisposition to Idiopathic Atrial Fibrilation and Causal Effect on Cardiovascular Diseases: A Mendelian Randomization Study, Submitted to Europace
Seo H# and Chung W*, Statistical Learning Methods for Improving Predictive Performance in Time-Dependent Survival Models, Submitted to Genomics and Informatics
Kim H# and Chung W*, Multimodal Deep Learning Approaches for Improving Polygenic Risk Scores with Imaging Data, Submitted to to Human Genomics
Seo J#, Kim G#, Park S#, Lee A#, Liang L, Park T and Chung W* (2025), Assessing Causal Effects of Type 2 Diabetes and Obesity on Severe COVID-19 based on Mendelian Randomization Analysis, In press, Human Genomics
Lee A#, Seo J#, Park S#, Cho Y#, Kim G#, Li J, Liang L, Park T and Chung W* (2024), Type 2 Diabetes and its Genetic Susceptibility are Associated with Increased Severity and Mortality of COVID-19 in UK Biobank, Communications Biology. (Link)
Guo Y, Chung W, Shan Z, Zhu Z, Costenbader K and Liang L (2023), Genome-Wide Assessment of Shared Genetic Architecture between Rheumatoid Arthritis and Cardiovascular Diseases, Journal of the American Heart Association, 12(22), e030211. (Link)
Apio C, Chung W, Moon MK, Kwon O and Park T (2023), Gene-diet interaction analysis using novel weighted food scores discovers adipocytokine signaling pathway associated with the development of T2D, Frontiers in Endocrinology, 14. (Link)
Xia K, Shabalin A, Yin Z, Chung W, [...] and Zou F (2022), TwinEQTL: Ultra Fast and Powerful Association Analysis for eQTL and GWAS in Twin Studies, Genetics, 221(4) iyac088. (Link)
Chung W*, Hwang H# and Park T (2022), Bayesian analysis of longitudinal traits in the Korea Association Resource (KARE) cohort, Genomics and Informatics, 20(2), e16. (Link)
Merino J, Guasch-Ferré M, Li J, Chung W, [...] and Hu FB (2022), Polygenic Scores, Diet quality, and Type 2 Diabetes Risk: An Observational Study among 35,759 Adults from 3 US Cohorts, PLOS Medicine, 19(4), e1003972. (Link)
Chung W* and Cho Y# (2022), Bayesian Mixed Models for Longitudinal Genetic Data: Theory, Concepts, and Simulation studies, Genomics and Informatics, 20(1), e8. (Link)
Chung W* (2022), Grid-based Gaussian Process Models for Longitudinal Genetics Data, Communications for Statistical Applications and Methods, 29(1), 745–763 (Link)
Chung W* (2021), Statistical Models and Computational Tools for Predicting Complex Traits and Diseases, Genomics and Informatics, 19(4), e36. (Link)
Lains I, Zhu S, Han X, Chung W, [...], Liang L and Husain D (2021), Genomic-Metabolomic Associations Support Role of LIPC gene and Glycerophospholipids in Age-Related Macular Degeneration, Ophthalmology Science, 1(1), 100017. (Link)
Salas LA, Peres LC, Thayer ZM, Smith RWA, Guo Y, Chung W, Si J and Liang L (2021), A Transdisciplinary Approach to understand the Epigenetic Basis of Race/Ethnicity Health Disparities, Epigenomics, 13(21), 1750-1911. (Link)
Li J, Guasch-Ferre M, Chung W, [...] and Liang L (2020) The Mediterranean diet, plasma metabolome, and cardiovascular disease risk, European Heart Journal, 41(28), 2645-2656. (Link)
Zhu Z, Guo Y, Pangniban R, Chung W, [...] and Liang L (2020), Shared Genetic and Experimental Links between Obesity-Related Traits and Asthma Subtypes in UK Biobank, Journal of Allergy and Clinical Immunology, S0091-6749(19)31366-1. (Link)
Guo Y, Chung W, Zhu Z, Shan Z, Li J, Liu S and Liang L (2019), Genome-wide Assessment for RHR and Shared Genetics with T2D and Cardio-metabolic Traits in UK Biobank, Journal of the American College of Cardiology, 74(17)}, 2162-2174. (Link)
Lains I@, Chung W@, [...] and Husain D (2019), Human Plasma Metabolomics in Age-related Macular Degeneration - Meta-Analysis of Two Cohorts, Metabolites, 9(7), 127. (Link)
Cardenas A, Sordillo JE, Rifas-Shiman SL, Chung W, [...] and Gold DR (2019), The Nasal Methylome as Biomarker of Asthma and Airway Inflammation in Children, Nature Communications, 10(1), 3095. (Link)
Chung W, Chen J, Chen C, Lindstrom S, Zhu Z, Loh P, Kraft P and Liang L (2019), Efficient Cross-Trait Penalized Regression Increases Prediction Accuracy in Large Cohorts using Secondary Phenotypes, Nature Communications, 10(1), 569. (Link)
Zhu, Z, Lee PH, Chaffin MD, Chung W, Loh P, Lu Q, Christiani DC and Liang L (2018), A Genome-wide Cross-Trait Analysis from UK Biobank Highlights the Shared Genetic Architecture of Asthma and Allergic Diseases, Nature Genetics (Link)
Gusev A, Ko A, Shi H, Bhatia G, Chung W, [...], and Pasaniuc B (2016), Integrative Approaches for Large-Scale Transcriptome-wide Association Studies, Nature Genetics, 50(6):857-864. (Link)
Yin Z, Xia K, Chung W, Sullivan PF and Zou F (2015), Fast eQTL Analysis for Twin Studies, Genetic Epidemiology, 39(5):357-365. (Link)
Wiltshire T, Ervin RB, Duan H, Bogue MA, Zamboni WC, Cook S, Chung W and Zou F, Tarantino LM (2015), Initial Locomotor Sensitivity to Cocaine Varies Widely Among Inbred Mouse Strains, Genes Brain and Behavior, 14:271-280. (Link)
Wright FA, Sullivan PF, Brooks AI, Zou F, Sun W, Xia K, Madar V, Jansen R, Chung W, [...] and Boomsma DI (2014), Heritability and Genomics of Gene Expression In Peripheral Blood, Nature Genetics, 46(5):430-437. (Link)
Chung W and Zou F (2014), Mixed Effects Models for GAW18 Longitudinal Blood Pressure Data, BMC Proceedings (Link)
Chung W (2013), Bayesian Parametric and Nonparametric Methods for Multiple QTL Mapping and SNP-set Analysis, ProQuest Publishing, 8(S1):S87. (Link)
Saynak M, Veeramachaneni, NK, Hubbs JL, Nam J, Qaqish BF., Bailey JE, Chung W and Marks LB (2011), Local failure after complete resection of N0-1 non-small cell lung cancer, Lung Cancer, 71(2):156-165. (Link)
Kwon M, Kim K, Lee S, Chung W, Yi S, Namkung J and Park T (2011), GWAS-GMDR: A program package for genome-wide scan of gene-gene interactions with covariate adjustment based on multifactor dimensionality reduction, IEEE BIBMW, 703-707. (Link)
Namkung J, Kim K, Yi S, Chung W, Kwon M and Park T (2009), New Evaluation Measures for Multifactor Dimensionality Reduction Classifiers in Gene-Gene Interaction Analysis, Bioinformatics, 25(3), 338-345. (Link)
Chung Lab | 369 Sangdo-Ro, Dongjak-Gu, Baird Hall 511, Seoul, Korea 06978
© Wonil Chung All Rights Reserved | Design by Creative Commons