Science Score: 23.0%

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

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    1 of 7 committers (14.3%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (9.6%) to scientific vocabulary

Keywords from Contributors

bioconductor-package gene grna-sequence immune-repertoire bioinformatics pathway-analysis mirror ontology
Last synced: 11 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: CaluraLab
  • Language: R
  • Default Branch: main
  • Size: 22 MB
Statistics
  • Stars: 8
  • Watchers: 1
  • Forks: 0
  • Open Issues: 1
  • Releases: 0
Created about 4 years ago · Last pushed over 1 year ago
Metadata Files
Readme

README.Rmd

---
title: "signifinder R package"
output: 
    github_document:
        toc: false
        toc_depth: 2
        fig_width: 5
---



```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```

`signifinder` is an R package that collects and implements 53 expression-based signatures from cancer literature. Through the analysis of expression data with the collected signatures, `signifinder` can attribute to each sample a score per signature that summarizes many different tumor aspects, such as predict the response to therapy or the survival association, as well as quantify multiple microenvironmental conditions, such as hypoxia or the activity of the immune response.

The `signifinder` package is available from [Bioconductor](https://bioconductor.org/packages/release/bioc/html/signifinder.html), where a vignette containing examples and documentation is included.

## Installation

The `signifinder` package can be installed from Bioconductor:

```{r eval=FALSE}
if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("signifinder")
```



Owner

  • Name: Calura Lab
  • Login: CaluraLab
  • Kind: organization
  • Email: enrica.calura@unipd.it
  • Location: Department of Biology, University of Padova, Italy

Computational Cancer Genomics

GitHub Events

Total
  • Watch event: 2
  • Push event: 3
Last Year
  • Watch event: 2
  • Push event: 3

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 327
  • Total Committers: 7
  • Avg Commits per committer: 46.714
  • Development Distribution Score (DDS): 0.3
Past Year
  • Commits: 29
  • Committers: 3
  • Avg Commits per committer: 9.667
  • Development Distribution Score (DDS): 0.138
Top Committers
Name Email Commits
Stefania Pirrotta s****p@g****m 229
Fabiola Pedrini f****i@s****t 60
Laura Masatti l****a@l****t 27
Enrica Calura e****a@g****m 6
J Wokaty j****y@s****u 2
J Wokaty j****y 2
Stefania Pirrotta 1****a 1
Committer Domains (Top 20 + Academic)

Packages

  • Total packages: 1
  • Total downloads:
    • bioconductor 4,764 total
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 6
  • Total maintainers: 1
bioconductor.org: signifinder

Collection and implementation of public transcriptional cancer signatures

  • Versions: 6
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 4,764 Total
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Stargazers count: 19.5%
Forks count: 19.8%
Average: 26.8%
Downloads: 94.7%
Last synced: 11 months ago

Dependencies

DESCRIPTION cran
  • R >= 4.2.0 depends
  • AnnotationDbi * imports
  • BiocGenerics * imports
  • ComplexHeatmap * imports
  • DGEobj.utils * imports
  • GSVA * imports
  • IRanges * imports
  • SummarizedExperiment * imports
  • TxDb.Hsapiens.UCSC.hg19.knownGene * imports
  • TxDb.Hsapiens.UCSC.hg38.knownGene * imports
  • consensusOV * imports
  • dplyr * imports
  • ensembldb * imports
  • ggplot2 * imports
  • ggridges * imports
  • grid * imports
  • magrittr * imports
  • matrixStats * imports
  • maxstat * imports
  • methods * imports
  • openair * imports
  • org.Hs.eg.db * imports
  • parallel * imports
  • patchwork * imports
  • stats * imports
  • survival * imports
  • survminer * imports
  • viridis * imports
  • BiocStyle * suggests
  • edgeR * suggests
  • knitr * suggests
  • limma * suggests
  • testthat >= 3.0.0 suggests