Ph.D., Biomedical Sciences
2014–2023
Hangang National University · Seoul, Republic of Korea
Thesis: Mapping Dendritic Cell Heterogeneity Across Chronic Inflammatory Contexts. Advisor: Min-Ho Suh, M.D., Ph.D.
Curriculum VitaeComputational Single-Cell ScienceBoston · MA
Vito Corleone, Ph.D.
Computational biologist moving from single-cell and spatial multi-omics into connectome-scale neuroscience.
Tel (555) 019-2847
Email vito.corleone@example.com
Web vitocorleone.example.com/cv
220 Harbor Street, Boston, MA 02135
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.
Connect molecular cell identity to circuit structure and function by integrating connectomics with transcriptomics.
The research objective grows into connectome-constrained circuit models. Scientific interests span single-cell and spatial multi-omics, cell-type inference from incomplete data, self-supervised and embedding representation learning, connectomics crossed with transcriptomics, computational neuroimmunology, and reproducible ML/DL analysis.
Education
M.S., Biomedical Sciences
2012–2014
Hangang National University · Seoul
Thesis: Enhanced LPS-Induced Monocyte Activation by Recombinant Human Soluble CD180.
B.S., Genetic Engineering
2008–2012
Suwon Institute of Life Sciences · Suwon
Research & Professional Experience
Postdoctoral Researcher
2025–2026
Nakdong University Wonju College of Medicine · Physiology / Cellular Systems Research Center
Developed deep-learning multimodal-integration models fusing imaging, transcriptomic, and clinical data into single predictive models.
Associate Director
2023–2025
Meridian Immune Therapeutics Inc. · Basic Research, Seoul
Built in-house single-cell and spatial transcriptomics code from scratch; led cross-functional NHP (cynomolgus, marmoset) EAE/MS multi-omic studies; oversaw regulatory documentation for an anti-CD25 humanized-antibody program.
Manager, Basic Research
2021–2023
Meridian Immune Therapeutics Inc. · Seoul
Researcher
2019–2021
Xenotransplantation Research Center, HNU · Seoul
Rhesus macaque tissue processing, longitudinal immune monitoring, CNS (brain/spinal cord) tissue handling.
Research Student, MOSAIC
2020–2023
Multi-Organ Single-cell Atlas of Immune Cells, HNU · Genomic Medicine Institute
Contributed the founding proposal and executed within the funded program (500+ donors, 6 organs): milestone tracking, multi-site QC, multi-PI coordination.
Selected Publications
1Reyes M*, Corleone V*, Alvarez T*, et al. "Conserved PDE9X short-isoform bias defines pathogenic Th1.17 state across human inflammatory diseases." Nature Immunology IF 27.7 · under review, 2026. UMI-aware BAM-level isoform analysis from 5′ scRNA-seq; consensus NMF; scRNA + scTCR + snATAC integration; ML classifier AUC 0.812; 588 samples, 19 diseases, 214,300 memory CD4⁺ T cells.
2Corleone V*, Tanaka Y*, Truong P*, et al. "Immune cell-enriched scRNA-seq unveils the interplay between infiltrated CD8⁺ T resident memory cells and meningeal lymphatic endothelial cells in Parkinson's disease." Journal of Neuroimmunology IF 2.9 · 2025. 9,240 cells, 8 immune populations.
3Corleone V*, Delgado J*, Moreau S, et al. "Deciphering Dysfunctional Regulatory T Cells in Vitiligo." Allergy IF 12.6 · 2025.
4Alvarez J*, Corleone V*, et al. "Long-term control of diabetes by a baricitinib-based regimen after allo-islet transplantation in diabetic rhesus monkeys." Xenotransplantation IF 3.9 · 2024.
5Novak L*, Corleone V*, et al. "Intra-tumoral heterogeneity and immune escape of melanoma arising from chronic UV photodamage revealed by spatial gene expression profiling." JEADV IF 9.2 · 2022.
6Corleone V*, et al. "mTOR inhibitor-based immunosuppression in allogeneic islet transplantation." Islets IF 2.2 · 2019.
Co-author, selected: eBioMedicine (IF 11.1, 2024) · JEADV (IF 9.2, 2024) · Current Diabetes Reports (IF 4.2, 2021).
Technical Skills
Single-cell, spatial & multi-omicscRNA-seq, scTCR-seq, snRNA/snATAC; Seurat, Scanpy, Squidpy, Monocle3, CellChat/NicheNet; scVI/scANVI, batch integration, consensus NMF, embedding geometry; custom UMI-aware BAM-level isoform code (Python); Milo KNN-graph DA, GLIPH, Shannon-entropy clonality, InferCNV, weighted-LMM/EMM; GeoMx DSP (WTA + TCR); Olink targeted plasma proteomics.
Machine learning, deep learning & AIPython (scikit-learn, XGBoost/LightGBM/CatBoost, PyTorch); AUC-validated classifiers; VAE/GAN/GNN; multimodal DL integration (imaging + transcriptomic + clinical); vision-language transformers; AlphaFold2/3, ProteinMPNN, DiffDock, MolFormer; Linux servers, R/RStudio, Git-based reproducible analysis.
Experimental ground truth10x 5′/3′ scRNA + scTCR library generation; high-dimensional flow cytometry (up to 24 markers), 10-color 6-way FACS; brain/CNS immune profiling (perfusion, digestion, Percoll, CD45⁺ FACS); IHC/IF (frozen and FFPE); two-photon microscopy; NHP CNS tissue (rhesus, cynomolgus, marmoset); EAE/MS and islet-transplant models.
Awards, Patents & Scholarships
Antagonistic Anti-CD25 Humanized Antibody (Patent)2024
Immunosuppression Composition w/ PI3K Inhibitor (Patent)2019
Grand Prize, AI Builders Hackathon (Project Nova)2024
Grand Prize, Metro Innovation Workathon2023
Best Poster, American Transplant Congress (Chicago)2017
NRF Ph.D. Scholarship · BK21 Plus · HNU Dean's2014–2020
References
Min-Ho Suh, M.D., Ph.D.
Professor, Microbiology & Immunology, HNU; CEO/CSO, Meridian Immune Therapeutics. Ph.D. advisor.
mhsuh@hangang.ac.krJi-Won Baek, M.D., Ph.D.
Assistant Professor, Microbiology & Immunology / IBRI, HNU. Co-corresponding, computational.
jwbaek@hangang.ac.krDae-Ho Yoon, Ph.D.
Professor, Physiology & Global Medical Science, Nakdong Wonju. Most recent supervisor.
dhyoon@nakdong.ac.kr