iCheck

iCheck performs quality control and analysis of high-dimensional Illumina mRNA expression datasets to detect batch effects, sample contamination, and technical artifacts and to prepare data for downstream genomic analyses.

Key Features:

• Quality Control Pipeline: Provides an automated QC pipeline that checks for batch effects, sample contamination, and technical artifacts in high-throughput mRNA expression data.
• Data Analysis Tools: Offers analysis utilities for preprocessing, normalization, and large-scale interpretation of gene expression datasets.
• Interoperability with Bioconductor: Integrates with the Bioconductor framework and the R programming environment to enable compatibility with other genomic analysis packages.

Scientific Applications:

• Genomics Research: Supports preprocessing, normalization, differential expression analysis, and pathway enrichment workflows for Illumina mRNA expression studies.
• Molecular Biology Studies: Facilitates analysis of high-dimensional expression data to investigate biological processes and disease mechanisms.

Methodology:

Uses statistical methods implemented in the R programming language for systematic data quality assessment and analysis.