About

Bioinformatician & Developer

안녕하세요. 에이징랩의 CEO로서 aging research와 bioinformatics 분야에서 연구와 사업을 병행하고 있습니다.

10년 이상 omics와 AI 연구를 해왔고, 44편 이상의 논문을 발표했습니다. 한국인 1만 명의 WGS 게놈데이터를 분석하는 울산만명게놈프로젝트를 이끌었으며, RNA-Aging Clock과 Methylation-Aging Clock 기술을 개발했습니다.

현재는 aging research를 위한 AI agent 시스템인 GeroAgent를 개발하고 있습니다. 연구실 밖에서는 사진, 여행, 맛집 탐방을 즐기며, 이 블로그에서 그 모든 것을 기록합니다.

학력

공학박사 (생정보학)

UNIST (울산과학기술원)

2016.03 - 2021.08

공학사 (의생명과학, 컴퓨터공학)

UNIST (울산과학기술원)

2012.03 - 2016.02

경력

CEO

에이징랩 주식회사

2024.08 - 현재

연구본부장

주식회사 클리노믹스

2021.09 - 2025.05

연구원

울산과학기술원 게놈산업기술센터

2018.12 - 2021.08

기술

Bioinformatics Genomics Multiomics Deep Learning Machine Learning Python R Perl C++ Next.js React TypeScript SQL Docker Linux

프로젝트

울산만명게놈프로젝트

세계 최초 한국인 1만명 WGS 게놈데이터 생산 / 분석 기획 및 실무 총괄

게재 논문

44

Identification of reactive CpGs and RNA expression in early COVID-19 through cis-eQTM analysis reflecting disease severity and recovery

Hyojung Ryu, Kyungwhan An, Yoonsung Kwon, Yeonsu Jeon, Sungwon Jeon, Hansol Choi, Yeo Jin Kim, Sunhwa Kim, Ok Joo Sul, SangJoon Lee, Asaph Young Chun, Eun-Seok Shin, Seung Won Ra, Jong Bhak

Annals of the Rheumatic Diseases • 2025

43

Dokdo sea lion Zalophus japonicus genome reveals its evolutionary trajectory before extinction

Jungeun Kim, Asta Blazyte, Jae-Pil Choi, Changjae Kim, Fedor Sharko, Sungwon Jeon, Eun-Mi Kim, Hawsun Sohn, Jong Hee Lee, Hyun Woo Kim, Mi Hyun Yoo, Kyunglee Lee, Artem Nedoluzhko, Jong Bhak

BMC Biology • 2025

42

Development of an MHC imputation panel highlights independent contributions of HLA amino acid residues and C4 copy number variations to SLE risk

Chae-Yeon Yu, Dong Mun Shin, Sung Min Kim, Yui Taek Lee, Sungwon Jeon, Sehwan Chun, So-Young Bang, Hye-Soon Lee, Xianyong Yin, Yong Cui, Xuejun Zhang, Jong Bhak, Soon Ji Yoo, Young Jin Kim, Bong-Jo Kim, Sang-Cheol Bae, Kwangwoo Kim

Annals of the Rheumatic Diseases • 2025

41

Dynamic and reversible transcriptomic age shifts induced by COVID-19 in Korean whole blood

Kyungwhan An, Yoonsung Kwon, Jihun Bhak, Hyojung Ryu, Sungwon Jeon, Dougu Nam, Jong Bhak

Aging • 2025

40

Epigenetic modulation of vascular smooth muscle cell phenotype switching in early-onset acute myocardial infarction

Yeonsu Jeon, Yoonsung Kwon, Yeo Jin Kim, Sungwon Jeon, Hyojung Ryu, Kyungwhan An, Byoung-Chul Kim, Weon Kim, Sang Yeub Lee, Jang-Whan Bae, Jin-Yong Hwang, Min Gyu Kang, Younghui Kang, Jong Bhak, Eun-Seok Shin

Arteriosclerosis, Thrombosis, and Vascular Biology • 2025

39

Healthome Polygon Framework: Comprehensive and Multi-dimensional Health Quantification Framework Using Artificial Intelligence and Multiomics Data

Youngmin Bhak, Eun-Seok Shin, Sungwon Jeon, Jong Bhak

medRxiv • 2025

38

Identification of 17 novel epigenetic biomarkers associated with anxiety disorders using differential methylation analysis followed by machine learning-based validation

Yoonsung Kwon, Asta Blazyte, Yeonsu Jeon, Yeo Jin Kim, Kyungwhan An, Sungwon Jeon, Hyojung Ryu, Dong-Hyun Shin, Jihye Ahn, Hyojin Um, Younghui Kang, Hyebin Bak, Byoung-Chul Kim, Semin Lee, Hyung-Tae Jung, Eun-Seok Shin, Jong Bhak

Clinical Epigenetics • 2025

37

Demographic history and genetic variation of the Armenian population

Anahit Hovhannisyan, Pierpaolo Maisano Delser, Anna Hakobyan, Eppie R Jones, Joshua G Schraiber, Mariya Antonosyan, Ashot Margaryan, Zhe Xue, Sungwon Jeon, Jong Bhak, Peter Hrechdakian, Hovhannes Sahakyan, Lehti Saag, Zaruhi Khachatryan, Levon Yepiskoposyan, Andrea Manica

The American Journal of Human Genetics • 2025

36

Identification of reactive CpGs and RNA expression in early COVID-19 through cis-eQTM analysis reflecting disease severity and recovery

Hyojung Ryu, Kyungwhan An, Yoonsung Kwon, Yeonsu Jeon, Sungwon Jeon, Hansol Choi, Yeo Jin Kim, Sunhwa Kim, Ok Joo Sul, SangJoon Lee, Asaph Young Chun, Eun-Seok Shin, Seung Won Ra, Jong Bhak

bioRxiv • 2025

35

Quantification method of ctDNA using cell-free DNA methylation profile for noninvasive screening and monitoring of colon cancer

Hyojung Ryu, Ji-Hoon Kim, Yeo Jin Kim, Hahyeon Jeon, Byoung-Chul Kim, Yeonsu Jeon, Yeonkyung Kim, Hyebin Bak, Younghui Kang, Changjae Kim, Hyojin Um, Ji-Hye Ahn, Hwi Hyun, Byung Chul Kim, Inho Song, Sungwon Jeon, Jong Bhak, Eon Chul Han

Clinical Epigenetics • 2024

34

Comprehensive multiomics analysis reveals distinct differences between pediatric choroid plexus papilloma and carcinoma

Yeonsong Choi, Seung Ah Choi, Eun Jung Koh, Ilsun Yun, Suhyun Park, Sungwon Jeon, Yeonkyung Kim, Sangbeen Park, Donggeon Woo, Ji Hoon Phi, Sung-Hye Park, Dong-Seok Kim, Se Hoon Kim, Jung Won Choi, Ji Won Lee, Tae-Young Jung, Jong Bhak, Semin Lee, Seung-Ki Kim

Acta Neuropathologica Communications • 2024

33

Korea4K: whole genome sequences of 4,157 Koreans with 107 phenotypes derived from extensive health check-ups

Sungwon Jeon, Hansol Choi, Yeonsu Jeon, Whan-Hyuk Choi, Hyunjoo Choi, Kyungwhan An, Hyojung Ryu, Jihun Bhak, Hyeonjae Lee, Yoonsung Kwon, et al.

GigaScience • 2024

32

Conservation implications of elucidating the Korean wolf taxonomic ambiguity through whole-genome sequencing

Germán Hernández-Alonso, Jazmín Ramos-Madrigal, Xin Sun, Camilla Hjorth Scharff-Olsen, Mikkel-Holger S Sinding, Nuno F Martins, et al., Sungwon Jeon, Changjae Kim, et al.

Ecology and Evolution • 2023

31

Germline DNA-repair genes and HOXB13 mutations in Korean men with metastatic prostate cancer: data from a large Korean cohort

Sang Hun Song, Hak-Min Kim, Yu Jin Jung, Ha Rim Kook, Sungwon Jeon, Jong Bhak, Jin Hyuck Kim, Hakmin Lee, Jong Jin Oh, Sangchul Lee, Sung Kyu Hong, Seok-Soo Byun

The World Journal of Men's Health • 2023

30

Genome-wide analyses of early-onset acute myocardial infarction identify 29 novel loci by whole genome sequencing

Yeonsu Jeon, Sungwon Jeon, Whan-Hyuk Choi, Kyungwhan An, HanSol Choi, Byoung-Chul Kim, Weon Kim, Sang Yeob Lee, Jang-Whan Bae, Jin-Yong Hwang, Min Gyu Kang, et al.

Human Genetics • 2023

29

Identification and Validation of Six Acute Myocardial Infarction-associated Variants, including a Novel Prognostic Marker for Cardiac Mortality

Yeonsu Jeon, Sungwon Jeon, Kyungwhan An, Yeo Jin Kim, Byoung-Chul Kim, Hyojung Ryu, Whan-Hyuk Choi, HyunJoo Choi, et al.

Frontiers in Cardiovascular Medicine • 2023

28

A method for early diagnosis of lung cancer from tumor originated DNA fragments using plasma cfDNA methylome and fragmentome profiles

Yeo Jin Kim, Hahyeon Jeon, Sungwon Jeon, Sung-Hun Lee, Changjae Kim, Ji-Hye Ahn, Hyojin Um, et al.

Molecular and Cellular Probes • 2022

27

A database of 5305 healthy Korean individuals reveals genetic and clinical implications for an East Asian population

Jeongeun Lee, Jean Lee, Sungwon Jeon, Jeongha Lee, Insu Jang, Jin Ok Yang, et al.

Experimental & Molecular Medicine • 2022

26

Northeastern Asian and Jomon-related genetic structure in the Three Kingdoms period of Gimhae, Korea

Pere Gelabert, Asta Blazyte, Yongjoon Chang, Daniel M Fernandes, Sungwon Jeon, et al.

Current Biology • 2022

25

The Kiss of Death: Serratia marcescens Antibacterial Activities against Staphylococcus aureus Requires Both de novo Prodigiosin Synthesis and Direct Contact

Sungbin Lim, Jihun Bhak, Sungwon Jeon, Wonsik Mun, Jong Bhak, Seong Yeol Choi, Robert J Mitchell

Microbiology Spectrum • 2022

24

LT1, an ONT long-read-based assembly scaffolded with Hi-C data and polished with short reads

Hui-Su Kim, Asta Blazyte, Sungwon Jeon, Changhan Yoon, Yeonkyung Kim, Changjae Kim, Dan Bolser, Ji-Hye Ahn, Jeremy S Edwards, Jong Bhak

Gigabyte • 2022

23

Multiple types of genomic variation contribute to adaptive traits in the mustelid subfamily Guloninae

Lorena Derežanin, Asta Blažytė, Pavel Dobrynin, David A Duchêne, José Horacio Grau, Sungwon Jeon, et al.

Molecular Ecology • 2022

22

Epigenetic modulation of vascular smooth muscle cell phenotype switching in early-onset acute myocardial infarction

Yeonsu Jeon, Yoonsung Kwon, Yeo Jin Kim, Sungwon Jeon, Hyojung Ryu, Kyungwhan An, et al.

Arteriosclerosis, Thrombosis, and Vascular Biology • 2025

21

KOREF_S1: phased, parental trio-binned Korean reference genome using long reads and Hi-C sequencing methods

Hui-su Kim, Sungwon Jeon, Yeonkyung Kim, Changjae Kim, Jihun Bhak, Jong Bhak

GigaScience • 2022

20

Regional TMPRSS2 V197M allele frequencies are correlated with COVID-19 case fatality rates

Sungwon Jeon, Asta Blazyte, Changhan Yoon, Hyojung Ryu, Yeonsu Jeon, Youngjune Bhak, Dan Bolser, Andrea Manica, Eun-Seok Shin, Yun Sung Cho, Byung Chul Kim, Namhee Ryoo, Hansol Choi, Jong Bhak

Molecules and Cells • 2021

19

Comparative analysis of 7 short-read sequencing platforms using the Korean Reference Genome: MGI and Illumina sequencing benchmark for whole-genome sequencing

Hak-Min Kim, Sungwon Jeon, Oksung Chung, Je Hoon Jun, Hui-Su Kim, Asta Blazyte, et al.

GigaScience • 2021

18

Complete genome sequence and bioinformatics analysis of nine Egyptian females with clinical information from different geographic regions in Egypt

Mahmoud ElHefnawi, Elsayed Hegazy, Asmaa Elfiky, Yeonsu Jeon, Sungwon Jeon, Jong Bhak, et al.

Gene • 2021

17

Welfare genome project: a participatory Korean personal genome project with free health check-up and genetic report followed by counseling

Yeonsu Jeon, Sungwon Jeon, Asta Blazyte, Yeo Jin Kim, Jasmin Junseo Lee, Youngjune Bhak, et al.

Frontiers in Genetics • 2021

16

Polygenic risk score validation using Korean genomes of 265 early-onset acute myocardial infarction patients and 636 healthy controls

Youngjune Bhak, Yeonsu Jeon, Sungwon Jeon, Changhan Yoon, Min Kim, Asta Blazyte, et al.

PLoS ONE • 2021

15

Genomic adaptations and evolutionary history of the extinct scimitar-toothed cat, Homotherium latidens

Ross Barnett, Michael V Westbury, Marcela Sandoval-Velasco, Filipe Garrett Vieira, Sungwon Jeon, et al.

Current Biology • 2020

14

The whale shark genome reveals how genomic and physiological properties scale with body size

Jessica A Weber, Seung Gu Park, Victor Luria, Sungwon Jeon, Hak-Min Kim, Yeonsu Jeon, et al.

Proceedings of the National Academy of Sciences • 2020

13

Korean Genome Project: 1094 Korean personal genomes with clinical information

Sungwon Jeon, Youngjune Bhak, Yeonsong Choi, Yeonsu Jeon, Seunghoon Kim, Jaeyoung Jang, et al.

Science Advances • 2020

12

The origin and composition of Korean ethnicity analyzed by ancient and present-day genome sequences

Jungeun Kim, Sungwon Jeon, Jae-Pil Choi, Asta Blazyte, Yeonsu Jeon, Jong-Il Kim, et al.

Genome Biology and Evolution • 2020

11

Decoding a highly mixed Kazakh genome

Madina Seidualy, Asta Blazyte, Sungwon Jeon, Youngjune Bhak, Yeonsu Jeon, et al.

Human Genetics • 2020

10

Whole genome analysis of the red-crowned crane provides insight into avian longevity

HyeJin Lee, Jungeun Kim, Jessica A Weber, Oksung Chung, Yun Sung Cho, Sungwoong Jho, JeHoon Jun, Hak-Min Kim, Jeongheui Lim, Jae-Pil Choi, Sungwon Jeon, et al.

Molecules and Cells • 2020

9

Depression and suicide risk prediction models using blood-derived multi-omics data

Youngjune Bhak, Hyoung-oh Jeong, Yun Sung Cho, Sungwon Jeon, Juok Cho, Jeong-An Gim, et al.

Translational Psychiatry • 2019

8

The genome of the giant Nomura's jellyfish sheds light on the early evolution of active predation

Hak-Min Kim, Jessica A Weber, Nayoung Lee, Seung Gu Park, Yun Sung Cho, Youngjune Bhak, et al., Sungwon Jeon, et al.

BMC Biology • 2019

7

The Draft Genome of an Octocoral, Dendronephthya gigantea

Yeonsu Jeon, Seung Gu Park, Nayun Lee, Jessica A Weber, Hui-Su Kim, Sung-Jin Hwang, Seonock Woo, Hak-Min Kim, Youngjune Bhak, Sungwon Jeon, et al.

Genome Biology and Evolution • 2019

6

The Galleria mellonella hologenome supports microbiota-independent metabolism of long-chain hydrocarbon beeswax

Hyun Gi Kong, Hyun Ho Kim, Joon-hui Chung, JeHoon Jun, Soohyun Lee, Hak-Min Kim, Sungwon Jeon, et al.

Cell Reports • 2019

5

Whole genome sequencing and bioinformatics analysis of two Egyptian genomes

Mahmoud ElHefnawi, Sungwon Jeon, Youngjune Bhak, Asmaa ElFiky, Ahmed Horaiz, JeHoon Jun, Hyunho Kim, Jong Bhak

Gene • 2018

4

Myotis rufoniger genome sequence and analyses: M. rufoniger's genomic feature and the decreasing effective population size of Myotis bats

Youngjune Bhak, Yeonsu Jeon, Sungwon Jeon, Oksung Chung, Sungwoong Jho, JeHoon Jun, et al.

PLoS ONE • 2017

3

Genome-wide data from two early Neolithic East Asian individuals dating to 7700 years ago

Veronika Siska, Eppie Ruth Jones, Sungwon Jeon, Youngjune Bhak, Hak-Min Kim, Yun Sung Cho, et al.

Science Advances • 2017

2

Comparison of carnivore, omnivore, and herbivore mammalian genomes with a new leopard assembly

Soonok Kim, Yun Sung Cho, Hak-Min Kim, Oksung Chung, Hyunho Kim, Sungwoong Jho, et al., Sungwon Jeon, et al.

Genome Biology • 2016

1

The genetics of an early Neolithic pastoralist from the Zagros, Iran

Marcos Gallego-Llorente, Sarah Connell, Eppie R Jones, Deborah C Merrett, Y Jeon, Anders Eriksson, Veronika Siska, et al., Sungwon Jeon, et al.

Scientific Reports • 2016

Contact

📧 이메일: jsw0061@gmail.com
🐙 GitHub: github.com/jsungwon