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Table 2 Composition of each meta-dataset used for benchmarking pyComBat, Scanpy’s implementation of ComBat, ComBat and ComBat-Seq

From: pyComBat, a Python tool for batch effects correction in high-throughput molecular data using empirical Bayes methods

Dataset

Reference(s)

Ovarian Cancer (microarray)

GSE18520

[22]

GSE66957

 

GSE69428

[23]

GSE9891

[24]

GSE26712

[25, 26]

GSE38666

[27, 28]

Multiple Myeloma (microarray)

GSE5900

[29,30,31]

GSE66291

[32, 33]

GSE68891

 

GSE122231

[34, 35]

Breast cancer (RNA-Seq)

GSE83083

[36]

GSE59765

[37]

Colon cancer (RNA-Seq)

phs000892.v6.p1

[38]

phs000178.v11.p8

[39]