Publications by authors named "Seung Hoan Choi"

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  • Accelerated decline in lung function is linked to chronic respiratory diseases, and while genetics play a role, few genetic connections have been found.
  • This study aimed to investigate genetic variants associated with lung function decline using genome-wide association studies (GWAS) across diverse populations in multiple cohorts.
  • They identified 361 significant genetic variants potentially related to lung function declines, with some replicated in additional cohorts, indicating strong genetic influences on respiratory health.
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  • A study was conducted to investigate the X-chromosome's role in Alzheimer's Disease (AD), which had been overlooked in previous genome-wide association studies.
  • The research included 115,841 AD cases and 613,671 controls, considering different X-chromosome inactivation (XCI) states in females.
  • While no strong genetic risk factors for AD were found on the X-chromosome, seven significant loci were identified, suggesting areas for future research.
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  • * A large study involving nearly 10,000 DCM cases and close to a million controls identified 70 significant genetic locations linked to the disease, revealing the importance of heart muscle cells in its development.
  • * The research also indicates that factors like higher body weight and blood pressure may contribute to DCM, and genetic risk scores can help predict the condition across different populations.
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  • Alzheimer's disease (AD) is a common hereditary disorder affecting the elderly, and this study explored its genetic associations using whole genome sequencing data from 13,371 individuals of various ancestries.
  • The researchers found significant genetic variants related to AD, including those at APOE, BIN1, and a specific haplotype on chromosome 14 (PSEN1) in Hispanic populations, alongside variants in LINC00320 in Black individuals.
  • The study highlights the importance of both pooled and subgroup-specific analyses in understanding the complex genetic architecture of AD, revealing rare non-coding variants in the promoter of TOMM40 unrelated to APOE.
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Background: The vitamin K-dependent coagulation factor protein Z (PZ), encoded by the PROZ gene, is canonically considered to have anticoagulant effects through negative regulation of factor Xa. Paradoxically, higher circulating PZ concentrations have repeatedly been associated with an elevated risk of acute ischemic stroke.

Objectives: We performed a large-scale genetic association study to examine the relationship between germline genetic variants in PROZ and the risk of ischemic stroke.

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  • This study identifies and characterizes rare coding alleles linked to genetic dyslipidemia, a major risk factor for coronary artery disease, using data from over 1.1 million individuals across various ancestries.
  • It discovered 800 significant variants across 209 genes, with a notable focus on non-European populations, and included a diverse cohort of participants to enhance genetic understanding.
  • The findings highlight potential therapeutic targets, particularly new genes that may help lower LDL cholesterol levels, providing valuable insights for future genetic disease research and drug development.
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  • The study investigates how genetic variants affecting LDL-C levels influence the risk and severity of aortic stenosis (AS) by analyzing data from large cohorts in the UK Biobank and All of Us.
  • Researchers focused on protein-disrupting variants in genes related to LDL metabolism and their impact on diagnosed AS and aortic valve replacement.
  • Results showed that certain genetic variants lead to higher LDL-C levels and increased AS risk, while others resulted in lower LDL-C and a decreased risk of AS, highlighting the complex relationship between LDL-C and aortic valve health.*
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Large-scale sequencing has enabled unparalleled opportunities to investigate the role of rare coding variation in human phenotypic variability. Here, we present a pan-ancestry analysis of sequencing data from three large biobanks, including the All of Us research program. Using mixed-effects models, we performed gene-based rare variant testing for 601 diseases across 748,879 individuals, including 155,236 with ancestry dissimilar to European.

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Fibrotic diseases affect multiple organs and are associated with morbidity and mortality. To examine organ-specific and shared biologic mechanisms that underlie fibrosis in different organs, we developed machine learning models to quantify T1 time, a marker of interstitial fibrosis, in the liver, pancreas, heart and kidney among 43,881 UK Biobank participants who underwent magnetic resonance imaging. In phenome-wide association analyses, we demonstrate the association of increased organ-specific T1 time, reflecting increased interstitial fibrosis, with prevalent diseases across multiple organ systems.

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  • The study investigates the genetic basis of supraventricular tachycardias, focusing on atrioventricular nodal reentrant tachycardia (AVNRT) and atrioventricular accessory pathways/reciprocating tachycardia (AVAP/AVRT).
  • Through multiancestry meta-analyses of genome-wide association studies, researchers identified significant genetic loci associated with AVNRT and AVAP/AVRT, implicating specific genes in these cardiac conditions.
  • The results suggest that gene regions related to ion channels and cardiac development play crucial roles in susceptibility to supraventricular tachycardias, potentially influencing other cardiovascular issues such as atrial fibrillation
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  • * Using advanced models, researchers analyzed cardiac MRI data from over 40,000 UK Biobank participants to assess left atrial volume metrics.
  • * A genome-wide study identified 20 genetic factors related to left atrial structure, suggesting that genetic predisposition to larger atrial volume increases the risk of atrial fibrillation and related issues like stroke.
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  • - The study investigates the role of 3D chromatin organization in gene regulation and its link to human Mendelian diseases, particularly focusing on a new cardiac condition found in 7 families caused by a deletion of CTCF binding sites on chromosome 4q25.
  • - This deletion results in the fusion of topologically associating domains (TADs) and alters chromatin structure, affecting the expression of the PITX2 gene, which is critical for heart function.
  • - Using a mouse model that mimics the human genetic deletion, researchers observed changes in PITX2 expression in the heart, leading to the conclusion that TAD remodeling due to CTCF site deletion is responsible for a novel autosomal dominant Mend
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  • Genome-wide association studies (GWAS) have pinpointed regions of the genome linked to Alzheimer's disease (AD), but they haven't revealed specific causal genes or variations within those regions.
  • By analyzing whole genome sequencing (WGS) data, researchers aimed to identify rare genetic variations that may be responsible for AD traits.
  • The study found 17 significant variants associated with AD, implicating several genes, including OARD1/NFYA/TREML1 and KAT8, highlighting the effectiveness of using WGS to clarify GWAS findings.
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  • The study examines the impact of double heterozygosity (DH) for factor V Leiden and prothrombin G20210A polymorphisms on the risk of venous thromboembolism (VTE), finding a strong association with increased risk.
  • Analysis of data from over 937,000 individuals revealed that DH carriers have a significantly higher odds ratio (OR = 5.24) for developing VTE compared to non-carriers.
  • The findings suggest DH genotype could occur as often as FVL homozygosity, indicating that it may pose a comparable risk for VTE, but does not significantly affect the risk for arterial thrombosis events like stroke or heart attack.
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Previous studies found lipid levels, especially triglycerides (TG), are associated with acute pancreatitis, but their causalities and bi-directions were not fully examined. We determined whether abnormal levels of TG, high-density lipoprotein cholesterol (HDL-C), and low-density lipoprotein cholesterol (LDL-C) are precursors and/or consequences of acute pancreatitis using bidirectional two-sample Mendelian randomization (MR) with two non-overlapping genome-wide association study (GWAS) summary statistics for lipid levels and acute pancreatitis. We found phenotypic associations that both higher TG levels and lower HDL-C levels contributed to increased risk of acute pancreatitis.

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Introduction: Genome-wide association studies (GWAS) have identified loci associated with Alzheimer's disease (AD) but did not identify specific causal genes or variants within those loci. Analysis of whole genome sequence (WGS) data, which interrogates the entire genome and captures rare variations, may identify causal variants within GWAS loci.

Methods: We performed single common variant association analysis and rare variant aggregate analyses in the pooled population (N cases=2,184, N controls=2,383) and targeted analyses in sub-populations using WGS data from the Alzheimer's Disease Sequencing Project (ADSP).

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  • - The study investigates how AI models using 12-lead ECGs can predict the likelihood of developing atrial fibrillation (AF) and explores the potential genetic factors behind these predictions.
  • - Researchers applied a validated ECG-AI model to nearly 40,000 participants without AF and conducted a genome-wide association study (GWAS) that identified genetic signals linked to AF at known susceptibility loci and some novel loci.
  • - Results suggest that the genetic basis underlying the ECG-AI predictions is distinct and more closely correlated with actual AF risk compared to predictions made by traditional clinical methods, indicating ECG-AI models may highlight critical biological pathways for disease prediction.
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  • The study investigates the connection between genetic variants of the TNNI3K gene and various heart conditions like dilated cardiomyopathy (DCM) and cardiac conduction disease, emphasizing the inconsistent findings in previous research.
  • Researchers performed genetic testing on patients with heart issues and used data from the UK Biobank, identifying a higher occurrence of rare variants in DCM patients and linking specific novel variants to DCM and atrial fibrillation.
  • The results suggest that certain rare variants enhance the autophosphorylation of TNNI3K, indicating a potential mechanism for their role in causing heart diseases, while one variant appeared harmless due to reduced autophosphorylation activity. *
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Myocardial interstitial fibrosis is associated with cardiovascular disease and adverse prognosis. Here, to investigate the biological pathways that underlie fibrosis in the human heart, we developed a machine learning model to measure native myocardial T1 time, a marker of myocardial fibrosis, in 41,505 UK Biobank participants who underwent cardiac magnetic resonance imaging. Greater T1 time was associated with diabetes mellitus, renal disease, aortic stenosis, cardiomyopathy, heart failure, atrial fibrillation, conduction disease and rheumatoid arthritis.

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Importance: Central serous chorioretinopathy (CSC) is a serous maculopathy of unknown etiology. Two of 3 previously reported CSC genetic risk loci are also associated with AMD. Improved understanding of CSC genetics may broaden our understanding of this genetic overlap and unveil mechanisms in both diseases.

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All of Us is a biorepository aiming to advance biomedical research by providing various types of data in diverse human populations. Here we present a demonstration project validating the program's genomic data in 98,622 participants. We sought to replicate known genetic associations for three diseases (atrial fibrillation [AF], coronary artery disease, type 2 diabetes [T2D]) and two quantitative traits (height and low-density lipoprotein [LDL]) by conducting common and rare variant analyses.

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Background: As the largest conduit vessel, the aorta is responsible for the conversion of phasic systolic inflow from ventricular ejection into more continuous peripheral blood delivery. Systolic distention and diastolic recoil conserve energy and are enabled by the specialized composition of the aortic extracellular matrix. Aortic distensibility decreases with age and vascular disease.

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