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jakelin Reija Autio

The packages used in the GEMMA data analysis

Description Package Version
Data import GEOquery 2.52.0
Batch correction Sva (ComBat) 3.32.1
Preprocessing, normalization, statistical analysis Limma 3.40.6
Preprocessing, normalization Minfi 1.30.0
GC-correction ArrayTV 1.22.0
Segmenting copy number data DNAcopy 1.58.0
Copy number calling CNVkit (Python) 0.9.6
Genome sequences BSgenome.Hsapiens.UCSC.hg18 1.3.1
Coordinate liftover Rtracklayer 1.44.4
Annotation annotatr 1.10.0
Annotation Org.Hs.eg.db 3.8.2
Illumina identifiers lumiHumanIDMapping 1.10.1
Identify Methylated Regions DMRcate 1.20.0
Venn diagram -visualization VennDiagram 1.6.2
Summarizing copy number data CNVRanger 1.0.3
Visualize copy number data GenVisR 1.16.1
Representation of genomic intervals GenomicRegions 1.36.1
Data integration MixOmics 6.8.5
Pathway analysis ReactomePA 1.28.0
Gene set enrichment analysis gage 2.34.0
Visualizing intersections VennDiagram 1.6.20
Enrichment visualizations enrichplot 1.4.0
Gene relevance based on multiple evidences in complex networks: https://www.itb.cnr.it/mnd
[Snippets]

PRS construction
PRS-CS |https://github.com/getian107/PRScs| infers posterior SNP effect sizes under continuous shrinkage (CS) priors using GWAS summary statistics and an external LD reference panel
PLINK2


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