Publications
Papers, preprints, conference abstracts and theses on systems genetics, macrophage biology, and chronic kidney disease. This list is kept in sync with my ORCID record. Citation counts and the full record live on Google Scholar.
‡ equal contribution
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2026
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2025
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Conference abstract
Systems Genetics Identifies a Podocyte Activity Network in Diabetic Nephropathy
Journal of the American Society of Nephrology 2025;36(10S). ASN Kidney Week, abstract SA-PO0300
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Thesis
Systems biology to study macrophages in chronic kidney disease
Ph.D. thesis, Duke-NUS Medical School
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Conference abstract
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2024
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Preprint
moPPIt: De Novo Generation of Motif-Specific and Functionally Active Peptide Binders via Discrete Flow Matching
bioRxiv 2024. Revised 2026. Under review
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Preprint
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2023
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Paper
Systems level identification of a matrisome-associated macrophage polarisation state in multi-organ fibrosis
eLife 2023;12:e85530
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Paper
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2021
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Paper
DUBStepR is a scalable correlation-based feature selection method for accurately clustering single-cell data
Nature Communications 2021;12(1):5849
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Thesis
Analysis of disease-state specific variance in the peripheral blood of rheumatoid arthritis patients
B.Sc. thesis, Nanyang Technological University
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Paper