Li Chuin CHONG

Doctoral Researcher (Computational Virology) & Ph.D. (Biomedical Data Science) Candidate

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About Me

Welcome to my personal website!

Life Science Researcher

An enthusiastic scientist with a strong passion about viral evolution and the application of vaccine design. Given the importance of bioinformatics in biomedical science research, I began my transition from bench-work (molecular biology/structural biology) to bioinformatics in 2017. I am interested in better understanding how vaccines/drugs work towards a more effective prevention/clearance of viral diseases, and how to overcome diseases with no or lack of an effective prophylactic or therapeutic intervention. Currently, I embark on my Ph.D. journey in Germany under COVIPA consortium that focus on gathering the knowledge about virological and immunological drivers of COVID-19 pathogenesis.

Resume

Here is a short description of my journey.

Education

Doctor of Philosophy (Ph.D.)

Apr 2022 - Present

Hannover Biomedical Research School, Hannover Medical School, DE

Dissertation: Increasing pandemic preparedness by computational high-throughput virus discovery: Identification of RNA viruses and host reservoirs with high spillover risk
Supervisor: Prof. Dr. Chris Lauber

Master of Science (M.Sc.) Bioinformatics [by Research]

Sep 2018 - Sep 2020

School of Data Sciences, Perdana University, MY

Dissertation: Mapping the minimal set of the viral peptidome
Supervisor: Assoc. Prof. Dr. Mohammad Asif Khan

Project Overview: This project is aimed to elucidate the important insights of viral diversity from the minimal set of viral protein sequences by developing a more vigorous algorithm that would be scalable to the massive dataset of all reported viruses in nature (~4.9M sequences as of Nov 2018).

  • Optimised and automated an alignment-independent (aka -free) algorithm to generate a minimal set of sequences from a given dataset.
  • Implemented the algorithm as a tool, UNIQmin.
  • Mapped the minimal set across all major viral taxonomic lineages, such as species, genus and family.
  • Bachelor of Science (B.Sc.) Biomedical Sciences

    Sep 2014 - Aug 2018

    Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, MY

    Honours Dissertation: Expression, purification and characterisation of the protuding domain of Macrobrachium rosenbergii nodavirus (MrNV) capsid protein
    Supervisor: Assoc. Prof. Dr. Ho Kok Lian

    Project Overview:
    This project, involving molecular and structural virology, is focused on producing and characterising the P-domain of MrNV in order to provide further undertsanding of virus-host interactions and the viral pathogenicity.

  • Expressed the P-domain of MrNV-CP using an E.coli expression system.
  • Purified the expressed peotein using IMAC and SEC.
  • Characterised the purified protein using CD and DLS.
  • Performed ab initio secondary structure prediction of the P-domain of MrNV-CP.
  • Professional Experience (Selected)

    Doctoral Researcher

    Apr 2022 - Present

    TWINCORE Centre for Experimental and Clinical Infection Research GmbH, DE
    under the COVIPA consortium

    Visiting Trainee

    Oct - Nov 2023

    Division of Virus Associated Carcinogenesis (F170), German Cancer Research Center (DKFZ), DE
    under the Helmholtz Visiting Researcher Grant from Helmholtz Information & Data Science Academy (HIDA) Trainee Network

  • Worked on a large-scale viral diversity project, involving multiple viruses (e.g. LASV, CHIKV, ZIKV, IAV H7N9, DENV etc).
  • Worked on an immunoinformatics project on SARS-CoV-2.
  • Mentored interns, graduate students and research volunteers.
  • International Visiting Researcher

    Mar - Sep 2021

    Beykoz Institute of Life Sciences and Biotechnology (BILSAB), Bezmialem Vakif University, TR
    under the 2232 International Fellowship for Outstanding Researchers Program of TÜBİTAK (Project No: 118C314)

  • Worked on a large-scale viral diversity project, involving multiple viruses (e.g. LASV, CHIKV, ZIKV, IAV H7N9, DENV etc).
  • Worked on an immunoinformatics project on SARS-CoV-2.
  • Mentored interns, graduate students and research volunteers.
  • Research Assistant

    Aug - Dec 2020

    Faculty of Dentistry, University of Malaya, MY
    under Tabung Kursi Dr. Siti Hasmah Mohd Ali

  • Positioned as collaborating researcher under Translational Cancer Biology Research Group, Cancer Research Malaysia (CRMY).
  • Explored and analysed several drug-related databases, specifically focus on PRISM screen data.
  • Identified drug repositioning candidates for Head and Neck squamous cell carcinoma.

  • Dec 2019 - May 2020

    School of Data Sciences, Perdana University, MY
    under Malaysian Medical Association (MMA) Research Grant

  • Fine-tuned the alignment-independent algorithm for deployment as a tool.
  • Investigated the factor affecting the minimal set of sequences.

  • Sep 2018 - Mar 2019

    School of Data Sciences, Perdana University, MY
    under Adnuri SMA Research Grant

  • Assisted a Ph.D. candidate on a project entitled investigation of gut microbiome changes in neurodegenerative diseases using spinal muscular atrophy as a study model.
  • Collected fecal and saliva samples from SMA type 1 patients and controls.
  • Performed DNA extraction from fecal and saliva samples, PCR and agarose gel electrophoresis for molecular detection.
  • Research Projects

    With the advance of high-throughput technology, omics data are playing an prominent role in the new phase of preventive medicine research. As such, the integration of biomedical science knowledge with bioinformatics/data science skill is the general approach of my intended research direction.

    Keywords: Virus, Virology, Proteomics, Bioinformatics, Vaccineinformatics, Immunoinformatics

    • Ongoing Project
    • All
    • Vaccineinformatics
    • Machine Learning
    • Virology
    In silico analysis of genetic variants in biological pathways associated with risk of gout

    Collaboration with Dr. Tan Lay Kim from National Institutes of Health (NIH), Malaysia

    pathway analysis gene ontology gout

    Use the published gout-associated single nucleotide polymorphisms (SNPS) to identify the candidate genes and pathways that involved in the pathogenesis of gout.

    Exploring the chemical space of SARS-CoV-2 drugs via machine learning

    Under supervision of Assoc. Prof. Dr. Chanin Nantasenamat (Mahidol University, TH)

    SARS-CoV-2 chemical space analysis machine learning

    Explore the chemical diversity of compounds against the various COVID-19 target proteins, including main protease, 3CL protease, spike protein etc.

    Related Link


    Mapping HLA-supertype-restricted T-cell epitopes in SARS-CoV-2 proteome

    Under supervision of Assoc. Prof. Dr. Mohammad Asif Khan (Perdana University, MY / BVU, TR)

    SARS-CoV-2 T-cell epitope HLA supertype epitope-based vaccine candidate sequence diversity

    Performe a large-scale, proteome-wide mapping and diversity analyses of putative HLA supertype-restricted T-cell epitopes of SARS-CoV-2.

    Related Link


    Mapping the minimal set of the viral peptidome

    Under supervision of Assoc. Prof. Dr. Mohammad Asif Khan (Perdana University, MY / BVU, TR)

    alignment-free minimal set UNIQmin virus viral diversity

    Automated an alignment-independent algorithm as a tool, UNIQmin, to generate a minimal set of sequences from a given dataset, in order to elucidate the important insights of viral sequence diversity.

    Related Link


    Identification of serotype-specific, highly conserved dengue virus sequences: Implications for vaccine design

    Under supervision of Assoc. Prof. Dr. Mohammad Asif Khan (Perdana University, MY / BVU, TR)

    dengue virus serotype-specific immune targets vaccine design mutual information

    Performed a large-scale systematic study to map and characterise HCSS sequences in the DENV proteome, as candidates for vaccine target selection.

    Related Link


    Expression, purification and characterisation of the protruding domain of Macrobrachium rosenbergii nodavirus capsid protein

    Under supervision of Assoc. Prof. Dr. Ho Kok Lian (University Putra Malaysia, MY)

    viral structure recombinant protein protein sequencing protein expression

    Produced and characterised the protuding domain of MrNV capsid protein in order to provide fruther undertsanding of virus-host interactions and the viral pathogenicity.

    Related Link


    Avian influenza H7N9 virus adaptation to human hosts

    Under supervision of Assoc. Prof. Dr. Mohammad Asif Khan (Perdana University, MY / BVU, TR)

    influenza virus zoonosis avian viruses human viruses host adaptation viral diversity

    Performed a large-scale, quantitative analyses on all the changes or substitutions in the reported avian and human H7N9 protein sequencess.

    Related Link


    Research Tools

    These are the tools that I have developed or contributed throughout my journey of continuous learning.

    • Ongoing Project
    • All
    • Bioinformatics
    • Proteomics
    • Vaccineinformatics
    • Virology

    UNIQmin
    Contributors:
    Li Chuin Chong [Main Developer & Maintainer]
    Wei Lun Lim (Lyner) [Technical Assistant]
    Stephen Sugiharto [Technical Assistant]
    Asif M. Khan [Domain Expert]

    vDiveR
    Contributors:
    Pendy Tok [Main Developer & Maintainer]
    Li Chuin Chong [Domain Expert]
    Evgenia Chikina [Technical Assistant]
    Yin-Cheng Chen [Technical Assistant]
    Asif M. Khan [Domain Expert]

    Publications

    as of April 2024

    Citations

    Papers Published

    2024

    Consensus Statement from the First RdRp Summit: Advancing RNA Virus Discovery at Scale across Communities

    J Charon, I Olendraite, M Forgia LC Chong, et al
    Frontiers in Virology
    Perspective Article

    2023

    Machine Learning Approaches to Study the Structure-activity Relationships of LpxC Inhibitors

    T Yu, LC Chong, C Nantasenamat, N Anuwongcharoen, T Piacham*
    EXCLI Journal
    Original Research

    Viroid-like RNA-dependent RNA Polymerase-encoding Ambiviruses are Abundant in Complex Fungi

    LC Chong, C Lauber*
    Frontiers in Microbiology
    Original Research

    Genomic Analysis and Biological Characterization of A Novel Schitoviridae Phage Infecting Vibrio alginolyticus

    S Tajuddin, AM Khan*, LC Chong, et al
    Applied Genetics and Molecular Biotechnology
    Original Research

    2022

    The Third International Hackathon for Applying Insights into Large-scale Genomic Composition to Use Cases in A Wide Range of Organisms

    K Walker*, D Kalra*, R Lowdon*, …, LC Chong, et al
    F1000Research
    Software Tool Article

    iCn3D: From Web-Based 3D Viewer to Structural Analysis Tool in Batch Mode

    J Wang*, P Youkharibache, A Marchler-Bauer, …, LC Chong, et al
    Frontiers in Molecular Biosciences
    Original Research

    Role of Probiotics in the Management of COVID-19: A Computational Perspective

    QV Nguyen, LC Chong, YY Hor, LC Lew, IA Rather* & SB Choi*
    Nutrients
    Review

    2021

    Drug Discovery of Spinal Muscular Atrophy (SMA) from the Computational Perspective: A Comprehensive Review

    LC Chong, G Gandhi, JM Lee, WWY Yeo, SB Choi*
    International Journal of Molecular Sciences
    Review

    Perceived Stress of Quarantine and Isolation During COVID-19 Pandemic: A Global Survey

    TGC Collaborative
    Frontiers in Psychiatry
    Original Research

    Avian Influenza H7N9 Virus Adaptation to Human Hosts

    S Tan, MF Sjaugi, SC Fong, LC Chong, HS Abd Raman, NEN Mohamed, JT August, AM Khan*
    Viruses
    Original Research

    Psychological Impacts and Post-traumatic Stress Disorder among People under COVID-19 Quarantine and Isolation: A Global Survey

    TG COVID
    International Journal of Environmental Research and Public Health
    Original Research

    2019

    Vaccine Target Discovery

    LC Chong, AM Khan*
    Encyclopedia of Bioinformatics and Computational Biology
    Book Chapter

    Academic Services

    Programme Committee/Helper (selected)

    Present
  • Financial Committee Member of ISCB Student Council
  • Contributor of APBioNETTalks

  • 2016 - 2022
  • Working Committee of Bioinformatics Workshop Fiesta 2020/22 (BWF2020/22)
  • Public Relations & Outreach (PRO) Committee Member of GOBLET
  • Teaching Assistant/Facilitator of multiple workshops: BWF2020/22 Introduction to Data Sciences, HADDOCK Workshop, Advanced Bioinformatics Workshop
  • Conference Moderator of ICBCBBS 2021
  • Co-chair and Student Representative – Perdana University of MYBS2.0
  • Committee Member/Student Helper of multiple international conferences: InCoB2020, DSxConference 2019, InCoB2019, InCoB2018
  • Head of Invitation and Registration Division of 7th Malaysian Symposium of Biomedical Science 2016
  • Research Mentor/Supervisor

    2023
  • Undergraduate student affiliated with Indonesia International Institute for Life Sciences (I3L), ID

  • 2020/21
  • Intern students and research volunteers affiliated with Bezmialem Vakif University (BVU), TR
  • Postgraduate students affiliated with Universiti Putra Malaysia (UPM)
  • Undergraduate student affiliated with Mahidol University International College (MUIC), TH
  • Undergraduate student affiliated with Universiti Sains Malaysia (USM)

  • 2017/18
  • Intern students affiliated with Cancer Resource and Education Center (CaRE), Universiti Putra Malaysia (UPM)