About
Bioinformatician & Tech Explorer & Traveler
안녕하세요, Sungwon입니다. Bioinformatics를 전공하고, genomics와 AI를 활용한 데이터 분석을 기반으로 과학 연구를 해왔습니다. 현재는 Omics 데이터를 기반으로한 AI 및 노화 연구에 관심이 많습니다.
복잡한 생명현상을 프로그래밍을 통해서 분석하고 또 그 분석하는 자동화 시스템을 만드는 것을 좋아합니다. 그리고 코드를 짜고 데이터를 다루는 것만큼이나 새로운 기술을 탐구하는 걸 좋아합니다. 다양한 프로그래밍 언어를 배우는 것을 좋아하고, 데이터 분석 뿐 아니라 AI, 웹개발, 서비스 개발 등의 관심 영역을 넓혀가고 있습니다.
저는 연구나 일하는데 있어서 연구 자체 만큼 잘 쉬는것도 중요하다고 생각합니다. 그래서 일할 땐 집중해서 일하고, 쉴 땐 확실히 쉬는 환경을 만들려고 합니다. 연구하는 것과 함께 국내외 여행지에서 새로운 풍경과 맛집을 발견하는 순간을 좋아하고, 그 경험들을 이 블로그에 기록하려고 합니다.
학력
공학박사 (생정보학)
UNIST (울산과학기술원)
2016.03 - 2021.08
공학사 (의생명과학, 컴퓨터공학)
UNIST (울산과학기술원)
2012.03 - 2016.02
경력
대표
에이징랩
2024.08 - 현재
연구본부장
클리노믹스
2021.09 - 2025.05
연구원
UNIST 게놈산업기술센터
2018.12 - 2021.08
기술
프로젝트
울산만명게놈프로젝트
세계 최초 한국인 1만명 WGS 게놈데이터 생산 / 분석 기획 및 실무 총괄
게재 논문
10,239 whole genomes with multiomic and clinical health information as the Korean Multiomics Reference dataset
bioRxiv • 2025
Telomere-to-Telomere Accurate and Gapless Korean Standard Reference Genome
bioRxiv • 2025
Neurofibromin 1 (NF1) Splicing Mutation c.61-2A>G: From Aberrant mRNA Processing to Therapeutic Implications In Silico
International Journal of Molecular Sciences • 2026
Identification of reactive CpGs and RNA expression in early COVID-19 through cis-eQTM analysis reflecting disease severity and recovery
Communications Biology • 2025
Dokdo sea lion Zalophus japonicus genome reveals its evolutionary trajectory before extinction
BMC Biology • 2025
Development of an MHC imputation panel highlights independent contributions of HLA amino acid residues and C4 copy number variations to SLE risk
Annals of the Rheumatic Diseases • 2025
Dynamic and reversible transcriptomic age shifts induced by COVID-19 in Korean whole blood
Aging • 2025
Epigenetic modulation of vascular smooth muscle cell phenotype switching in early-onset acute myocardial infarction
Arteriosclerosis, Thrombosis, and Vascular Biology • 2025
Healthome Polygon Framework: Comprehensive and Multi-dimensional Health Quantification Framework Using Artificial Intelligence and Multiomics Data
medRxiv • 2025
Identification of 17 novel epigenetic biomarkers associated with anxiety disorders using differential methylation analysis followed by machine learning-based validation
Clinical Epigenetics • 2025
Demographic history and genetic variation of the Armenian population
The American Journal of Human Genetics • 2025
Quantification method of ctDNA using cell-free DNA methylation profile for noninvasive screening and monitoring of colon cancer
Clinical Epigenetics • 2024
Comprehensive multiomics analysis reveals distinct differences between pediatric choroid plexus papilloma and carcinoma
Acta Neuropathologica Communications • 2024
Korea4K: whole genome sequences of 4,157 Koreans with 107 phenotypes derived from extensive health check-ups
GigaScience • 2024
Conservation implications of elucidating the Korean wolf taxonomic ambiguity through whole-genome sequencing
Ecology and Evolution • 2023
Germline DNA-repair genes and HOXB13 mutations in Korean men with metastatic prostate cancer: data from a large Korean cohort
The World Journal of Men's Health • 2023
Genome-wide analyses of early-onset acute myocardial infarction identify 29 novel loci by whole genome sequencing
Human Genetics • 2023
Identification and Validation of Six Acute Myocardial Infarction-associated Variants, including a Novel Prognostic Marker for Cardiac Mortality
Frontiers in Cardiovascular Medicine • 2023
A method for early diagnosis of lung cancer from tumor originated DNA fragments using plasma cfDNA methylome and fragmentome profiles
Molecular and Cellular Probes • 2022
A database of 5305 healthy Korean individuals reveals genetic and clinical implications for an East Asian population
Experimental & Molecular Medicine • 2022
Northeastern Asian and Jomon-related genetic structure in the Three Kingdoms period of Gimhae, Korea
Current Biology • 2022
The Kiss of Death: Serratia marcescens Antibacterial Activities against Staphylococcus aureus Requires Both de novo Prodigiosin Synthesis and Direct Contact
Microbiology Spectrum • 2022
LT1, an ONT long-read-based assembly scaffolded with Hi-C data and polished with short reads
Gigabyte • 2022
Multiple types of genomic variation contribute to adaptive traits in the mustelid subfamily Guloninae
Molecular Ecology • 2022
Epigenetic modulation of vascular smooth muscle cell phenotype switching in early-onset acute myocardial infarction
Arteriosclerosis, Thrombosis, and Vascular Biology • 2025
KOREF_S1: phased, parental trio-binned Korean reference genome using long reads and Hi-C sequencing methods
GigaScience • 2022
Regional TMPRSS2 V197M allele frequencies are correlated with COVID-19 case fatality rates
Molecules and Cells • 2021
Comparative analysis of 7 short-read sequencing platforms using the Korean Reference Genome: MGI and Illumina sequencing benchmark for whole-genome sequencing
GigaScience • 2021
Complete genome sequence and bioinformatics analysis of nine Egyptian females with clinical information from different geographic regions in Egypt
Gene • 2021
Welfare genome project: a participatory Korean personal genome project with free health check-up and genetic report followed by counseling
Frontiers in Genetics • 2021
Polygenic risk score validation using Korean genomes of 265 early-onset acute myocardial infarction patients and 636 healthy controls
PLoS ONE • 2021
Genomic adaptations and evolutionary history of the extinct scimitar-toothed cat, Homotherium latidens
Current Biology • 2020
The whale shark genome reveals how genomic and physiological properties scale with body size
Proceedings of the National Academy of Sciences • 2020
Korean Genome Project: 1094 Korean personal genomes with clinical information
Science Advances • 2020
The origin and composition of Korean ethnicity analyzed by ancient and present-day genome sequences
Genome Biology and Evolution • 2020
Decoding a highly mixed Kazakh genome
Human Genetics • 2020
Whole genome analysis of the red-crowned crane provides insight into avian longevity
Molecules and Cells • 2020
Depression and suicide risk prediction models using blood-derived multi-omics data
Translational Psychiatry • 2019
The genome of the giant Nomura's jellyfish sheds light on the early evolution of active predation
BMC Biology • 2019
The Draft Genome of an Octocoral, Dendronephthya gigantea
Genome Biology and Evolution • 2019
The Galleria mellonella hologenome supports microbiota-independent metabolism of long-chain hydrocarbon beeswax
Cell Reports • 2019
Whole genome sequencing and bioinformatics analysis of two Egyptian genomes
Gene • 2018
Myotis rufoniger genome sequence and analyses: M. rufoniger's genomic feature and the decreasing effective population size of Myotis bats
PLoS ONE • 2017
Genome-wide data from two early Neolithic East Asian individuals dating to 7700 years ago
Science Advances • 2017
Comparison of carnivore, omnivore, and herbivore mammalian genomes with a new leopard assembly
Genome Biology • 2016
The genetics of an early Neolithic pastoralist from the Zagros, Iran
Scientific Reports • 2016
Contact
📧 이메일: jsw0061@gmail.com
🐙 GitHub: github.com/jsungwon