This repository provides the complete set of R scripts used to generate all main and supplementary figures for the jazzPanda paper.
- jazzPanda R package: Repository
- Preprint: bioRxiv link
- Raw/Processed data: Download from Zenodo
- Analysis workflow: Workflow documentation
.
├── scripts/
│ ├── main/
│ └── supp/
├── figures/ # outputs (PDF/JPG) — created by scripts
│ ├── main/
│ └── supp/
├── data/
├── .gitignore
└── README.md # you are hereRaw experimental data can be accessed via the links below. Processed outputs used in the manuscript are included in the repository under the data/ directory, with intermediate results stored as .Rds files. For very large processed datasets that exceed the repository size limits, we provide access via Zenodo.
-1) 10x Xenium Mouse brain data 🔗
-2) 10x Xenium Human HER2+ breast cancer data 🔗
-3) 10x Xenium Human lung cancer data 🔗
-4) Nanostring CosMX Human liver healthy and cancer data 🔗
-5) Vizgen MERSCOPE Human breast cancer data 🔗
Processed outputs are organized in the data/ directory of this repository, with intermediate results saved as .Rds files. Very large processed datasets that exceed repository size limits are deposited on Zenodo for convenient download.
| Figure | Script | Output |
|---|---|---|
| Figure 2 | scripts/main/figure2_simulation.R |
figures/main/figure2_cosmx_hliver/ |
| Figure 3 | scripts/main/figure3_onesample.R |
figures/main/figure3_xenium_hbreast/ |
| Figure 4 | scripts/main/figure4_multisamples.R |
figures/main/figure4_simulation/ |
| Figure 5 | scripts/main/figure5_compare_methods.R |
figures/main/figure5_compare_methods/ |
| Figure 6 | scripts/main/figure6_sv_extension.R |
figures/main/figure6_sv_extension/ |
| Figure 7 | scripts/main/figure7_technical_performance.R |
figures/main/figure7_technical_performance/ |
| Location | Scripts | Output |
|---|---|---|
scripts/main |
run_mg_xenium_mouse_brain.shmg_xenium_mouse_brain.R |
data/dataset_computational_complexity/xenium_mbrain_*.Rds |
scripts/main |
run_mg_xenium_human_breast_cancer.shmg_xenium_human_breast_cancer.R |
data/dataset_computational_complexity/xenium_hbreast_*.Rds |
scripts/main |
run_mg_xenium_human_breast_cancer.shmg_xenium_human_breast_cancer.R |
data/dataset_computational_complexity/xenium_hlc_*.Rds |
scripts/main |
run_mg_merscope_human_breast_cancer.shmg_merscope_human_breast_cancer.R |
data/dataset_computational_complexity/merscope_hbreast_*.Rds |
scripts/main |
run_mg_cosmx_human_healthy_liver.shmg_cosmx_human_healthy_liver.R |
data/dataset_computational_complexity/cosmx_hhliver_*.Rds |
scripts/main |
run_mg_cosmx_human_liver_cancer.shmg_cosmx_human_liver_cancer.R |
data/dataset_computational_complexity/cosmx_hlc_*.Rds |
| Analysis | Location | Scripts | Output |
|---|---|---|---|
| Simulation: CosMx human liver cancer | scripts/main |
cosmx_hlc_simulation_simbg_sa.shcosmx_hlc_simulation_simbg_slurmarray_temp.R |
scripts/main/cosmx_hlc_simulation_result/ |
| Location | Scripts | Output |
|---|---|---|
scripts/main/discussion_markergenes_vs_ntiles |
cosmx_ntile_markergenes_sa.shcosmx_ntile_markergene_result.R |
scripts/main/discussion_markergenes_vs_ntiles/cosmx_hlc_ntiles_mg_gr{10–100}_*.csv |
scripts/main/discussion_markergenes_vs_ntiles |
xenium_hbreast_ntile_markergenes_sa.shxenium_hbreast_ntile_markergene_result.R |
scripts/main/discussion_markergenes_vs_ntiles/xenium_hbreast_ntiles_mg_gr{10–100}_*.csv |
| Location | Scripts | Output |
|---|---|---|
scripts/main/discussion_complexity |
complexity_ncores_sa.shcomplexity_ncores_cosmx_hliver_cancer_slurmarray_temp.R |
scripts/main/discussion_complexity/ncores_result/ |
| Location | Scripts | Output |
|---|---|---|
scripts/main/discussion_complexity |
complexity_ntr_sim_sa.shcomplexity_ntr_simulation.R |
scripts/main/discussion_complexity/ngenes_result/ |
| Location | Scripts | Output |
|---|---|---|
scripts/main/discussion_complexity |
complexity_ntiles_squarebins_sim_sa.shcomplexity_ntiles_squarebin_simulation.R |
scripts/main/discussion_complexity/ntiles_squarebins_result/ |
scripts/main/discussion_complexity |
complexity_ntiles_hexbin_sim_sa.shcomplexity_ntiles_hexbin_simulation.R |
scripts/main/discussion_complexity/ntiles_hexbin_result/ |