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. 2021 Apr 12;22:102. doi: 10.1186/s13059-021-02290-6

Table 1.

Cellular components and datasets involved in three testing frameworks and variance analysis

Analysis Cell types Datasets
Variance analysis

CD8 T cells

Whole blood

Simulated mixtures (T, B, and mono)

GSE113590

GSE60424

GSE51984

Sim1_simModel Simulated mixtures (T, B, and mono)

GSE60424

GSE51984

GSE64655

Sim1_libSize Simulated mixtures (T, B, and mono)
Sim2 6 gradients of cell types: Comp 5–10

GSE60424

GSE51984

GSE64655

GSE115736

Sim3 6 gradients of cell types: Comp 5–10 and one unknown component HCT116

GSE60424

GSE51984

GSE64655

GSE115736

GSE118490

Six gradients of cell types:

Comp 5—T, B, monocytes, neutrophils, and NK cells

Comp 6—T, B, monocytes, neutrophils, NK cells, and eosinophils

Comp 7—T, B, monocytes, neutrophils, NK cells, eosinophils, and myeloid DC

Comp 8—T, B, monocytes, neutrophils, NK cells, eosinophils, myeloid DC, and CD34+ HSC

Comp 9—CD4 T, CD8 T, B, monocytes, neutrophils, NK cells, eosinophils, myeloid DC, and CD34+ HSC

Comp 10—CD4 T, CD8 T, naive B, memory B, monocytes, neutrophils, NK cells, eosinophils, myeloid DC, and CD34+ HSC