Other packages > Find by keyword >

scINSIGHT  

Interpretation of Heterogeneous Single-Cell Gene Expression Data
View on CRAN: Click here


Download and install scINSIGHT package within the R console
Install from CRAN:
install.packages("scINSIGHT")

Install from Github:
library("remotes")
install_github("cran/scINSIGHT")

Install by package version:
library("remotes")
install_version("scINSIGHT", "0.1.5")



Attach the package and use:
library("scINSIGHT")
Maintained by
Kun Qian
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-05-03
Latest Update: 2022-05-29
Description:
We develop a novel matrix factorization tool named 'scINSIGHT' to jointly analyze multiple single-cell gene expression samples from biologically heterogeneous sources, such as different disease phases, treatment groups, or developmental stages. Given multiple gene expression samples from different biological conditions, 'scINSIGHT' simultaneously identifies common and condition-specific gene modules and quantify their expression levels in each sample in a lower-dimensional space. With the factorized results, the inferred expression levels and memberships of common gene modules can be used to cluster cells and detect cell identities, and the condition-specific gene modules can help compare functional differences in transcriptomes from distinct conditions. Please also see Qian K, Fu SW, Li HW, Li WV (2022) .
How to cite:
Kun Qian (2021). scINSIGHT: Interpretation of Heterogeneous Single-Cell Gene Expression Data. R package version 0.1.5, https://cran.r-project.org/web/packages/scINSIGHT. Accessed 18 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:01), 0.1.0 (2021-05-03 10:00), 0.1.1 (2021-09-06 10:20), 0.1.2 (2022-01-24 15:12), 0.1.3 (2022-02-03 09:30), 0.1.4 (2022-05-30 00:40)
Other packages that cited scINSIGHT R package
View scINSIGHT citation profile
Other R packages that scINSIGHT depends, imports, suggests or enhances
Complete documentation for scINSIGHT
Functions, R codes and Examples using the scINSIGHT R package
Some associated functions: create_scINSIGHT . run_scINSIGHT . scINSIGHT-class . 
Some associated R codes: RcppExports.R . scinsight.R . utils.R .  Full scINSIGHT package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA