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Table 5 Total 14 functional groups have different behaviors in different contexts

From: Predicting the targets of IRF8 and NFATc1 during osteoclast differentiation using the machine learning method framework cTAP

Functional group

Contained genes

OCU

OCD

1. Autoregulatory - up

CCL9, CCR1, CD109, CXCL10, SDC1, VEGFC

Activation

Inhibition

2. Cell Differentiation signaling factors - down

PLCB4, PLCB2, GIT1, DOCK5, TRAF1, TRAF6

Activation

Inhibition

3. Cell Differentiation

CLCN7, CAR2, CALCR, CSF1R, TREM2, TNFRSF11A, OSCAR, OCSTAMP, MST1R, ITGB3, DCSTAMP

Activation

Inhibition

4. Cytoskeleton Control

DCSTAMP, LAD1, MYO1B, OCSTAMP, SCIN, MYOD1, MARCKS

Activation

Inhibition

5. Integrin Beta3

CLCN7, OCSTAMP, CALCR, MST1R, CTSK, MMP14, ITGB3, MYO1D, ACP5, MMP9, CAR2, OSCAR

Activation

Inhibition

6. Secreted Factors for External Cells - up

INF2, SEMA4D, SGPL1, SPP1, CXCL10, CCL9

Activation

Inhibition

7. Coupling Factors

PGF,SPNS2,CD200,SGPL1,SEMA7A,LIF,CST7

Activation

Inhibition

8. ACID & Enzymes for Matrix Dissolution

VCAN, ATP6V0D2, CAR2, CLCN7, SLC9B6, CTSK, ACP5, PDE2A, MMP14, HTRA1, MMP9, ADAM10, ATP6V0B, ATP6V0C, ATP6V0C-PS2

Activation

Inhibition

9. Autoregulatory - down

C1QA, C1QB, C1QC, CCL2, CCL3, CCL4, CCL6, CCL7, CXCL14, IGFBP4, PF4

Inhibition

Activation

10. Calcinuren Pathway

CALM1, CAMK1, CAMK2A, CALM2, CALM3, PPP3CA

Inhibition

Activation

11. Cell Differentiation signaling factors - up

PPP2R3A, PPP3CA, CALM2, PPP2R3C, CAMK1, TNFAIP2, CAMK2A, CALM3, CALM1

Inhibition

Activation

12. Cell Signaling

SLIT1, SGPL1, INFB, IL10, CXCL5, IGF1, SPP1, SLIT3, C1QA, CCL8, CCL7, C1QC, C1QB

Inhibition

Activation

13. MSC Signature

ACTA2, ACTG2, BGN, CCND1, COL1A1, COL1A2, COL2A1, DKK3, FN1, SERPINH1, SPARC, TNC

Inhibition

Activation

14. Secreted Factors for External Cells - down

CCL6, CCL4, CCL3, CCL2, C1QC, C1QB, CCL7, CXCL14, CD200R1, CXCL16, IGF1, APOE, C1QA

Inhibition

Activation