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
Ph.D., Biomedical Sciences
Hangang National University · Seoul, Republic of Korea
Thesis: Enhanced LPS-Induced Monocyte Activation by Recombinant Human Soluble CD180
2012–14
B.S., Genetic Engineering
Suwon Institute of Life Sciences · Suwon
2008–12
Experience
Postdoctoral Researcher
Nakdong University Wonju College of Medicine · Physiology / Organelle Medicine RC
Developed deep-learning multimodal-integration models fusing imaging, transcriptomic, and clinical data into single predictive models.
2025–26
Associate Director
Meridian Immune Therapeutics Inc. · Basic Research, Seoul
Built in-house single-cell and spatial transcriptomics code from scratch; led NHP (cynomolgus, marmoset) EAE/MS multi-omic studies; oversaw regulatory documentation for an anti-CD25 humanized-antibody program.
Multi-Organ Single-cell Atlas of Immune Cells, HNU · Genomic Medicine Institute
Founding proposal; executed within the funded program (500+ donors × 6 organs): milestone tracking, multi-site QC, multi-PI coordination.
2020–23
Selected Publications
18 total
17 peer-rev.
6 first / co-first
1 under review
01Reyes M*, Rockatansky M*, 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; ML classifier AUC 0.812; 702 samples, 251,055 CD4⁺ T cells.
02Rockatansky M*, Tanaka Y*, Truong P*, et al. "Immune cell-enriched scRNA-seq unveils infiltrated CD8⁺ T resident memory cells and meningeal lymphatic endothelium in Parkinson's disease." Journal of NeuroimmunologyIF 2.9 · 2025. 11,587 cells.
03Rockatansky M*, Delgado J*, Moreau S, et al. "Deciphering Dysfunctional Regulatory T Cells in Vitiligo." AllergyIF 12.6 · 2025.
04Alvarez J*, Rockatansky M*, et al. "Long-term control of diabetes by a baricitinib-based regimen after allo-islet transplantation in rhesus monkeys." XenotransplantationIF 3.9 · 2024.
05Novak L*, Rockatansky M*, et al. "Intra-tumoral heterogeneity and immune escape of melanoma from chronic UV photodamage by spatial gene expression." JEADVIF 9.2 · 2022.