Processing Various Types of Data on GEO and TCGA


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Documentation for package ‘GeoTcgaData’ version 2.5.0

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array_preprocess Preprocess of Microarray data
cal_mean_module Find the mean value of the gene in each module
cluster_array cluster probes of Microarray data
combine_pvalue combine pvalues of SNP difference analysis result
countToFpkm Convert count to FPKM
countToTpm Convert count to Tpm
differential_array Differential analysis of Microarray data
differential_CNV Do difference analysis of gene level copy number variation data
differential_limma differential_limma
differential_methy differential_methy
differential_RNA differential_RNA
differential_SNP Do difference analysis of SNP data
differential_SNP_GEO Do difference analysis of SNP data downloaded from GEO
differential_SNP_tcga Do difference analysis of SNP data downloaded from TCGAbiolinks
fpkmToTpm Convert fpkm to Tpm
geneExpress a data.frame of gene expression data
gene_ave Average the values of same genes in gene expression profile
gene_cov a data.frame of gene length and GC content
get_geo_array Get Microarray matrix data from GEO
GSE66705_sample2 a matrix of gene expression data in GEO
id_conversion_TCGA Convert ENSEMBL gene id to gene Symbol in TCGA
kegg_liver a matrix of gene expression data in TCGA
Merge_methy_tcga Merge methylation data downloaded from TCGA
module a matrix of module name, gene symbols, and the number of gene symbols
prepare_chi Preparer file for chi-square test
profile a matrix of gene expression data in TCGA
repAssign Handle the case where one id corresponds to multiple genes
repRemove Handle the case where one id corresponds to multiple genes
SNP_QC Do quality control of SNP data downloaded from TCGAbiolinks
ventricle a matrix of gene expression data in GEO