CMD + K

bioconductor-omicspca

Community

An R package for quantitative integration and analysis of multiple omics assays from heterogeneous samples

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-omicspca

Usage Tracking

1.24.0
1.20.0
1.18.0
1.16.0
1.12.0
5 / 8 versions selected
Downloads (Last 6 months): 0

Description

OMICsPCA is an analysis pipeline designed to integrate multi OMICs experiments done on various subjects (e.g. Cell lines, individuals), treatments (e.g. disease/control) or time points and to analyse such integrated data from various various angles and perspectives. In it's core OMICsPCA uses Principal Component Analysis (PCA) to integrate multiomics experiments from various sources and thus has ability to over data insufficiency issues by using the ingegrated data as representatives. OMICsPCA can be used in various application including analysis of overall distribution of OMICs assays across various samples /individuals /time points; grouping assays by user-defined conditions; identification of source of variation, similarity/dissimilarity between assays, variables or individuals.

About

Summary

An R package for quantitative integration and analysis of multiple omics assays from heterogeneous samples

Last Updated

Jan 4, 2025 at 00:04

License

GPL-3

Total Downloads

18.0K

Supported Platforms

noarch