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Hyesung Son

Seoul National University · 生化学・遺伝学・分子生物学

研究室紹介

Professor Hyesung Son's research lab specializes in computational virology and host-pathogen interactions, focusing on understanding the molecular mechanisms underlying viral host tropism, zoonotic transmission, and host range determination. The lab employs advanced bioinformatics, machine learning, and evolutionary sequence analysis to identify host-specific viral determinants, particularly through the study of viral protein sequences, receptor interactions, and codon usage patterns. Their work bridges virology, evolutionary biology, and computational biology to predict cross-species transmission risks and elucidate the genetic basis of viral pathogenicity across diverse hosts.

viral host tropismzoonotic transmissioncomputational virologycodon usage analysismachine learning in virology

Research Overview

Papers
102
Total Citations
858
Papers (5y)
20
Primary Field
生化学・遺伝学・分子生物学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
20total
2021
2022
2023
2024
2025
Citations per year (5y)
28total
20212022202320242025

Selected Papers

15
1
Article|34 citations·2006
Genomic Analysis of Influenza A Viruses, including Avian Flu (H5N1) Strains
Insung Ahn, Byeong-Jin Jeong, Se-Eun Bae, Jin Young Jung, Hyeon S. Son
SJR Q1European Journal of Epidemiology
Molecular BiologyBiochemistry, Genetics and Molecular Biology
2
letter|24 citations·2000
A New Type of Helix Pattern in Polyalanine Peptide
Hyeon S. Son, Byung Hee Hong, Chi‐Wan Lee, Sunggoo Yun, Kwang S. Kim
SJR Q1Journal of the American Chemical Society

ADVERTISEMENT RETURN TO ISSUEPREVCommunicationNEXTA New Type of Helix Pattern in Polyalanine PeptideHyeon S. Son, Byung Hee Hong, Chi-Wan Lee, Sunggoo Yun, and Kwang S. KimView Author Information National Creative Research Initiative Center for Superfunctional Materials, Department of Chemistry Division of Molecular and Life Sciences Pohang University of Science and Technology Hyojadong, Namgu, Pohang 790-784, Korea Cite this: J. Am. Chem. Soc. 2001, 123, 3, 514–515Publication Date (Web):Decembe

Molecular BiologyBiochemistry, Genetics and Molecular Biology
3
Article|23 citations·2011
Classification of viral zoonosis through receptor pattern analysis
Se-Eun Bae, Hyeon S. Son
SJR Q1BMC BioinformaticsOA

BACKGROUND: Viral zoonosis, the transmission of a virus from its primary vertebrate reservoir species to humans, requires ubiquitous cellular proteins known as receptor proteins. Zoonosis can occur not only through direct transmission from vertebrates to humans, but also through intermediate reservoirs or other environmental factors. Viruses can be categorized according to genotype (ssDNA, dsDNA, ssRNA and dsRNA viruses). Among them, the RNA viruses exhibit particularly high mutation rates and a

Public Health, Environmental and Occupational HealthMedicine
4
Article|22 citations·2000
Radiative lifetimes of the FeO orange system
Hyeon S. Son, K Lee, Seung Koo Shin, Ja Kang Ku
SJR Q2Chemical Physics Letters
Mechanics of MaterialsEngineering
5
Article|18 citations·2019
Prediction of cross-species infection propensities of viruses with receptor similarity
Myeongji Cho, Hyeon S. Son
SJR Q1Infection Genetics and EvolutionOA

Studies of host factors that affect susceptibility to viral infections have led to the possibility of determining the risk of emerging infections in potential host organisms. In this study, we constructed a computational framework to estimate the probability of virus transmission between potential hosts based on the hypothesis that the major barrier to virus infection is differences in cell-receptor sequences among species. Information regarding host susceptibility to virus infection was collect

Infectious DiseasesMedicine
6
Article|18 citations·2019
A Study on Host Tropism Determinants of Influenza Virus Using Machine Learning
Eun‐Mi Kwon, Myeongji Cho, Hayeon Kim, Hyeon S. Son
SJR Q3Current Bioinformatics

Background: The host tropism determinants of influenza virus, which cause changes in the host range and increase the likelihood of interaction with specific hosts, are critical for understanding the infection and propagation of the virus in diverse host species. Methods: Six types of protein sequences of influenza viral strains isolated from three classes of hosts (avian, human, and swine) were obtained. Random forest, naïve Bayes classification, and knearest neighbor algorithms were used for ho

Molecular BiologyBiochemistry, Genetics and Molecular Biology
7
Article|16 citations·2011
Evolutionary analysis of human-origin influenza A virus (H3N2) genes associated with the codon usage patterns since 1993
Insung Ahn, Hyeon S. Son
SJR Q3Virus Genes
Molecular BiologyBiochemistry, Genetics and Molecular Biology
8
Article|13 citations·2019
Codon usage patterns of LT-Ag genes in polyomaviruses from different host species
Myeongji Cho, Hayeon Kim, Hyeon S. Son
SJR Q1Virology JournalOA

BACKGROUND: Polyomaviruses (PyVs) have a wide range of hosts, from humans to fish, and their effects on hosts vary. The differences in the infection characteristics of PyV with respect to the host are assumed to be influenced by the biochemical function of the LT-Ag protein, which is related to the cytopathic effect and tumorigenesis mechanism via interaction with the host protein. METHODS: We carried out a comparative analysis of codon usage patterns of large T-antigens (LT-Ags) of PyVs isolate

OncologyMedicine
9
Article|11 citations·2019
Analysis of the codon usage pattern of the RdRP gene of mycovirus infecting Aspergillus spp.
Mikyung Je, Hayeon Kim, Hyeon S. Son
SJR Q1Virology JournalOA

BACKGROUND: Mycoviruses that infect fungi generally do not have a significant effect on the host and, instead, reduce the toxicity of the fungi. However, recent studies have shown that polymycovirus-1, a mycovirus that infects Aspergillus species known to cause disease in humans, is related to increased virulence of the fungus. METHODS: Comparative analysis was performed of RdRP gene codon usage patterns of Aspergillus fumigatus polymycovirus-1 (AfuPmV-1) and other mycoviruses known to infect As

EndocrinologyBiochemistry, Genetics and Molecular Biology
10
Article|10 citations·2024
Analysis of the incidence of influenza before and after the COVID‐19 pandemic in South Korea
Hayeon Kim, Hyeon S. Son
SJR Q1Tropical Medicine & International HealthOA

OBJECTIVES: Influenza outbreaks of varying size occur every year, but during the COVID-19 pandemic, many countries experienced influenza at lower levels. However, following the relaxation of COVID-19 prevention measures in 2022, the incidence of influenza began to increase gradually. Thus, this study compared the occurrence of influenza from week 36 of 2017, before the COVID-19 outbreak, until 2023. METHODS: The analysis was conducted using influenza-like illness occurrence data available from t

EpidemiologyMedicine
11
Article|10 citations·2014
SimFlu: A simulation tool for predicting the variation pattern of influenza A virus
Insung Ahn, Hayeon Kim, Sunghoon Jung, Ji‐Hae Lee, Hyeon S. Son
SJR Q1Computers in Biology and MedicineOA

Since the first pandemic outbreak of avian influenza A virus (H5N1 subtype) in 1997, the National Center for Biotechnology Information (NCBI) has provided a large number of influenza virus sequences with well-organized annotations. Using the time-series sequences of influenza A viruses, we developed a simulation tool for influenza virus, named SimFlu, to predict possible future variants of influenza viruses. SimFlu can create variants from a seed nucleotide sequence of influenza A virus using th

EpidemiologyMedicine
12
Article|8 citations·2013
Discriminant analysis of prion sequences for prediction of susceptibility
Ji‐Hae Lee, Se-Eun Bae, Sunghoon Jung, Insung Ahn, Hyeon S. Son
SJR Q1Experimental & Molecular MedicineOA

Prion diseases, including ovine scrapie, bovine spongiform encephalopathy (BSE), human kuru and Creutzfeldt–Jakob disease (CJD), originate from a conformational change of the normal cellular prion protein (PrPC) into abnormal protease-resistant prion protein (PrPSc). There is concern regarding these prion diseases because of the possibility of their zoonotic infections across species. Mutations and polymorphisms of prion sequences may influence prion-disease susceptibility through the modified e

Molecular BiologyBiochemistry, Genetics and Molecular Biology
13
Article|7 citations·2022
Analysis of evolutionary and genetic patterns in structural genes of primate lentiviruses
Myeongji Cho, Xianglan Min, Hyeon S. Son
SJR Q3Genes & GenomicsOA
Molecular BiologyBiochemistry, Genetics and Molecular Biology
14
Article|6 citations·1999
Simulation of the packing of idealized transmembrane α-helix bundles
Hyeon S. Son, Mark S.P. Sansom
SJR Q2European Biophysics Journal
Cellular and Molecular NeuroscienceNeuroscience
15
Article|6 citations·2009
Comparative study of the nucleotide bias between the novel H1N1 and H5N1 subtypes of influenza A viruses using bioinformatics techniques
Insung Ahn, Hyeon S. Son
SJR Q2Journal of Microbiology and BiotechnologyOA

Novel influenza A (H1N1) is a newly emerged flu virus which was first detected in April, 2009. Unlike the avian influenza (H5N1), this virus has been known to be able to spread from human to human directly. Although it is uncertain that how severe this novel H1N1 virus will be in terms of human illness, illness may be more widespread because most people will not have immunity to it. In this study, we compared the codon usage bias between the novel H1N1 influenza A viruses and other viruses such

Molecular BiologyBiochemistry, Genetics and Molecular Biology

Research Areas

Molecular BiologyEpidemiologyInfectious DiseasesCellular and Molecular NeuroscienceEndocrinologyAgronomy and Crop Science

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