standR

Spatial transcriptomics analyses and decoding in R

https://github.com/davislaboratory/standr

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
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  • .zenodo.json file
  • DOI references
    Found 3 DOI reference(s) in README
  • Academic publication links
    Links to: biorxiv.org
  • Committers with academic emails
    4 of 8 committers (50.0%) from academic institutions
  • Institutional organization owner
    Organization davislaboratory has institutional domain (www.wehi.edu.au)
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (11.8%) to scientific vocabulary

Keywords from Contributors

gene bioconductor-package ontology immune-repertoire grna-sequence heatmap interactive-visualizations lipidomics bioconductor multilevel
Last synced: 6 months ago · JSON representation

Repository

Spatial transcriptomics analyses and decoding in R

Basic Info
Statistics
  • Stars: 22
  • Watchers: 3
  • Forks: 4
  • Open Issues: 8
  • Releases: 0
Created about 4 years ago · Last pushed 7 months ago
Metadata Files
Readme License

README.md

standR: spatial transcriptomics analyses and decoding in R

R-CMD-check Coverage status BioC status

The standR package provides a series of functions to assist different stages of the analysis of spatial transcriptomics data generated from the Nanostring's GeoMX DSP platforms. Most functions in the package is based on the infrastructure SpatialExperiment, see detials here.

See full guide at HERE

Overall workflow

Example data

The published GeoMX WTA data of diabetic kidney disease that we used in the vignette is available here.

Installation

Install the release version from Bioconductor

``` if (!require("BiocManager", quietly = TRUE)) install.packages("BiocManager")

BiocManager::install("standR") ```

Install development version from GitHub

library(devtools) devtools::install_github("DavisLaboratory/standR")

Citation

To cite standR, plese cite the following article: https://doi.org/10.1093/nar/gkad1026 Much appreciated!

Owner

  • Name: Davis Laboratory
  • Login: DavisLaboratory
  • Kind: organization
  • Location: Melbourne, Australia

computational systems biology of cancer

GitHub Events

Total
  • Issues event: 17
  • Watch event: 3
  • Issue comment event: 17
  • Push event: 2
Last Year
  • Issues event: 17
  • Watch event: 3
  • Issue comment event: 17
  • Push event: 2

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 246
  • Total Committers: 8
  • Avg Commits per committer: 30.75
  • Development Distribution Score (DDS): 0.22
Past Year
  • Commits: 73
  • Committers: 4
  • Avg Commits per committer: 18.25
  • Development Distribution Score (DDS): 0.11
Top Committers
Name Email Commits
ningbioinfostruggling l****n@w****u 192
Ahmed Mohamed m****d@k****p 34
bhuva.d b****d@w****u 9
J Wokaty j****y 4
J Wokaty j****y@s****u 2
Nitesh Turaga n****a@g****m 2
Roy Lardenoije 3****e 2
kieranrcampbell k****l@g****m 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 39
  • Total pull requests: 8
  • Average time to close issues: 4 months
  • Average time to close pull requests: 16 days
  • Total issue authors: 34
  • Total pull request authors: 5
  • Average comments per issue: 1.46
  • Average comments per pull request: 0.5
  • Merged pull requests: 7
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 8
  • Pull requests: 0
  • Average time to close issues: 9 months
  • Average time to close pull requests: N/A
  • Issue authors: 8
  • Pull request authors: 0
  • Average comments per issue: 0.63
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • ningbioinfo (4)
  • jheonsuh (2)
  • Sigmatilde (2)
  • jjoo12 (1)
  • bl24 (1)
  • jaredmcollette (1)
  • ErickMUO (1)
  • knadia07 (1)
  • kav-ita (1)
  • JoanCG (1)
  • cjstepek (1)
  • LPotter21 (1)
  • inijman (1)
  • iddryg (1)
  • ChelseaCHENX (1)
Pull Request Authors
  • ningbioinfo (4)
  • dkcoxie (2)
  • kieranrcampbell (1)
  • bhuvad (1)
  • lardenoije (1)
Top Labels
Issue Labels
enhancement (6)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • bioconductor 9,320 total
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 5
  • Total maintainers: 1
bioconductor.org: standR

Spatial transcriptome analyses of Nanostring's DSP data in R

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 9,320 Total
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Stargazers count: 12.3%
Forks count: 15.3%
Average: 23.4%
Downloads: 89.1%
Maintainers (1)
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 4.1 depends
  • Biobase * imports
  • BiocGenerics * imports
  • RUVSeq * imports
  • S4Vectors * imports
  • SingleCellExperiment * imports
  • SpatialExperiment >= 1.5.2 imports
  • SummarizedExperiment * imports
  • dplyr * imports
  • edgeR * imports
  • ggalluvial * imports
  • ggplot2 * imports
  • grDevices * imports
  • limma * imports
  • mclustcomp * imports
  • methods * imports
  • patchwork * imports
  • readr * imports
  • rlang * imports
  • ruv * imports
  • stats * imports
  • tibble * imports
  • tidyr * imports
  • ExperimentHub * suggests
  • cluster * suggests
  • ggpubr * suggests
  • ggrepel * suggests
  • knitr * suggests
  • rmarkdown * suggests
  • scater * suggests
  • testthat >= 3.0.0 suggests
  • uwot * suggests
.github/workflows/R-CMD-check.yaml actions
  • actions/cache v2 composite
  • actions/checkout v2 composite
  • actions/upload-artifact master composite
  • docker/build-push-action v1 composite
  • r-lib/actions/setup-pandoc v2-branch composite
  • r-lib/actions/setup-r v2-branch composite