Longitudinal multi-omic study of treatment response and immune recovery in newly diagnosed multiple myeloma (NDMM).
- Cohort: FH1 NDMM patients sampled at Pre-Treatment, End Induction, and Post-Transplant (60d, 90d, 1y, 2y), with matched healthy donors and flu vaccination subcohorts.
- Tissue compartments: BMMC (bone marrow) and PBMC (peripheral blood).
| Name | Role | Modality |
|---|---|---|
| Aishwarya Chander | Analyst | scRNA-seq |
| Medbh Dillon | Research Associate | Flow |
| Imran McGrath | Analyst | Olink |
| Palak Genge | Analyst | scRNA-seq |
| Nicolas Moss | Analyst | Figure Support |
| Kevin Lee | Analyst | Flow |
| Samir Rachid Zaim | Senior Scientist | Biostatistics |
| Melinda Angus-Hill | Senior Scientist | Oncology |
2025-mm-project/
├── rna/ # scRNA-seq analysis (Python + R)
├── flow/ # Flow cytometry QC and composition analysis (R + Python)
├── olink/ # Olink proteomics cleaning and analysis (R)
├── msd/ # MSD cytokine assay data cleaning for Flu analyses (Python)
├── manuscript-figures/ # Publication-ready figure notebooks ordered by figure number
└── setup/ # Environment setup files
Raw and processed data are stored in Zenodo and HISE and downloaded locally to ../../data/ (relative to each modality directory). See each modality README for file paths and download instructions.
- Longitudinal: Pre-Treatment → Post Induction 2 Cycles (PBMC only) → End Induction → Post-Transplant (60d, 90d, 1y, 2y)
- Cross-sectional: MM patients vs. Healthy donors
- Responder groups: Responders vs. Non-responders
- Flu response: Pre-flu → Day 0 → Day 7 → Day 90 (SA/Y1/Y2 series)
Each modality directory contains a README with environment setup, input/output documentation, and run order.
- RNA:
rna/README.mdandrna/00-utilities/README.md - Flow:
flow/README.md - Olink:
olink/README.md - MSD:
msd/README.md - Figures:
manuscript-figures/README.md