CMD + K

bioconductor-ctsv

Community

Identification of cell-type-specific spatially variable genes accounting for excess zeros

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-ctsv

Usage Tracking

1.8.0
1.4.0
1.2.0
1.0.0
4 / 8 versions selected
Downloads (Last 6 months): 0

Description

The R package CTSV implements the CTSV approach developed by Jinge Yu and Xiangyu Luo that detects cell-type-specific spatially variable genes accounting for excess zeros. CTSV directly models sparse raw count data through a zero-inflated negative binomial regression model, incorporates cell-type proportions, and performs hypothesis testing based on R package pscl. The package outputs p-values and q-values for genes in each cell type, and CTSV is scalable to datasets with tens of thousands of genes measured on hundreds of spots. CTSV can be installed in Windows, Linux, and Mac OS.

About

Summary

Identification of cell-type-specific spatially variable genes accounting for excess zeros

Last Updated

Dec 22, 2024 at 16:22

License

GPL-3

Total Downloads

4.9K

Supported Platforms

noarch