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jazzPanda: Paper Repository

This repository provides the complete set of R scripts used to generate all main and supplementary figures for the jazzPanda paper.

.
├── scripts/
│   ├── main/                 
│   └── supp/                 
├── figures/                  # outputs (PDF/JPG) — created by scripts
│   ├── main/
│   └── supp/
├── data/
├── .gitignore
└── README.md                 # you are here

Data Availability

Raw 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.

Raw data

-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 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 map

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/

Script Overview

Marker gene:

Location Scripts Output
scripts/main run_mg_xenium_mouse_brain.sh
mg_xenium_mouse_brain.R
data/dataset_computational_complexity/xenium_mbrain_*.Rds
scripts/main run_mg_xenium_human_breast_cancer.sh
mg_xenium_human_breast_cancer.R
data/dataset_computational_complexity/xenium_hbreast_*.Rds
scripts/main run_mg_xenium_human_breast_cancer.sh
mg_xenium_human_breast_cancer.R
data/dataset_computational_complexity/xenium_hlc_*.Rds
scripts/main run_mg_merscope_human_breast_cancer.sh
mg_merscope_human_breast_cancer.R
data/dataset_computational_complexity/merscope_hbreast_*.Rds
scripts/main run_mg_cosmx_human_healthy_liver.sh
mg_cosmx_human_healthy_liver.R
data/dataset_computational_complexity/cosmx_hhliver_*.Rds
scripts/main run_mg_cosmx_human_liver_cancer.sh
mg_cosmx_human_liver_cancer.R
data/dataset_computational_complexity/cosmx_hlc_*.Rds

Simulation

Analysis Location Scripts Output
Simulation: CosMx human liver cancer scripts/main cosmx_hlc_simulation_simbg_sa.sh
cosmx_hlc_simulation_simbg_slurmarray_temp.R
scripts/main/cosmx_hlc_simulation_result/

Technical performance:

Tiles on marker genes

Location Scripts Output
scripts/main/discussion_markergenes_vs_ntiles cosmx_ntile_markergenes_sa.sh
cosmx_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.sh
xenium_hbreast_ntile_markergene_result.R
scripts/main/discussion_markergenes_vs_ntiles/xenium_hbreast_ntiles_mg_gr{10–100}_*.csv

Computational complexity on number of cores

Location Scripts Output
scripts/main/discussion_complexity complexity_ncores_sa.sh
complexity_ncores_cosmx_hliver_cancer_slurmarray_temp.R
scripts/main/discussion_complexity/ncores_result/

Computational complexity on number of transcripts

Location Scripts Output
scripts/main/discussion_complexity complexity_ntr_sim_sa.sh
complexity_ntr_simulation.R
scripts/main/discussion_complexity/ngenes_result/

Computational complexity on number of tiles

Location Scripts Output
scripts/main/discussion_complexity complexity_ntiles_squarebins_sim_sa.sh
complexity_ntiles_squarebin_simulation.R
scripts/main/discussion_complexity/ntiles_squarebins_result/
scripts/main/discussion_complexity complexity_ntiles_hexbin_sim_sa.sh
complexity_ntiles_hexbin_simulation.R
scripts/main/discussion_complexity/ntiles_hexbin_result/

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