Single-cell proteomics | Liquid biopsy
Novel Myeloma Biomarkers
Targeted single-cell proteomic analysis identifies new liquid biopsy biomarkers associated with multiple myeloma
Previous work
A colletion of highlighted projects to which I have contributed. Mostly published work. Credits go to all co-authors (per manuscript guidance) and many thanks for mentors and team members whose diligent efforts made all the work here possible.
Machine learning | Multimodality | Precision oncology
Deep learning for Multimodal Data Integration
Mathematical Oncology to Integrate Multimodal Clinical and Liquid Biopsy Data for the Prediction of Survival
Single Cell Multiomics | Precursor Disease
Clonotypic and Transcriptomic Evolution of Myeloma
Single cell clonotypic and transcriptional evolution of multiple myeloma precursor disease
B-cell maturation antigen | Neoplastic progression
BCMA Expression in Circulating Rare Cells
Characterization of BCMA Expression in Circulating Rare Single Cells of Patients with Plasma Cell Neoplasms
Morphogenomics | Circulating plasma cells
Morphogenomic assay for detecting circulating plasma cells
Enrichment-Free Single-Cell Detection and Morphogenomic Profiling of Myeloma Patient Samples to Delineate Circulating Rare Plasma Cell Clones
RNA interference | Machine Learning
Machine learning models to predict off-target effects in RNAi
Exploring miRNA Silencing Mechanisms Using Machine Learning Algorithms
Na/Glu Co-transporters | Molecular Docking
Homology modeling and inhibitors of hSGLTs
Ligand Discovery from a Crystal Structure and Homology Models of Sodium-Glucose Co-transporters.
Molecular Biology | Bioinformatics
Molecular Taxonomy of Mirids
Exploring the speciation of Tahitian Plant Bugs.