Moving from wet-lab immunology into computational neuroscience. I build methods that infer cellular identity, state, and interaction from large, incomplete single-cell and spatial data. Research objective: connect molecular cell identity to circuit structure and function by integrating connectomics with transcriptomics, growing into connectome-constrained circuit models.
Education
2014–2023
Ph.D., Biomedical Sciences
Hangang National University · Seoul, Republic of Korea
MOSAIC, Multi-Organ Single-cell Atlas of Immune Cells, HNU · Genomic Medicine Institute
Contributed the founding proposal; executed within the funded program (500+ donors × 6 organs): milestone tracking, multi-site QC, multi-PI coordination.
Selected Publications
18 total papers · 17 peer-reviewed6 first / co-first · 1 under review
Reyes M*, Brown E*, Alvarez T*, et al. "Conserved PDE9X short-isoform bias defines pathogenic Th1.17 state across human inflammatory diseases." Nature ImmunologyIF 27.7· under review, 2026. UMI-aware BAM-level isoform analysis; scRNA + scTCR + snATAC integration; ML classifier AUC 0.812; 702 samples, 251,055 CD4⁺ T cells.
Brown E*, Tanaka Y*, Truong P*, et al. "Infiltrated CD8⁺ T resident memory cells and meningeal lymphatic endothelium in Parkinson's disease." Journal of NeuroimmunologyIF 2.9 · 2025. 9,240 cells, 8 immune populations.
Brown E*, Delgado J*, Moreau S, et al. "Deciphering Dysfunctional Regulatory T Cells in Vitiligo." AllergyIF 12.6 · 2025.
Alvarez J*, Brown E*, et al. "Long-term control of diabetes by a baricitinib-based regimen after allo-islet transplantation in rhesus monkeys." XenotransplantationIF 3.9 · 2024.
Novak L*, Brown E*, et al. "Intra-tumoral heterogeneity and immune escape of melanoma from chronic UV photodamage by spatial gene expression." JEADVIF 9.2 · 2022. Co-author: eBioMedicine (2024), Curr. Diabetes Reports (2021).