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Multiple Myeloma Project

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).

Team

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

Repository Structure

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

Data

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.

Primary Comparisons

  • 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)

Getting Started

Each modality directory contains a README with environment setup, input/output documentation, and run order.

  • RNA: rna/README.md and rna/00-utilities/README.md
  • Flow: flow/README.md
  • Olink: olink/README.md
  • MSD: msd/README.md
  • Figures: manuscript-figures/README.md

About

The public repository for the 2026 Longitudinal Multiple Myeloma Study.

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