s1. mcf7 m (high density) day 3 day 5 s2 ab s3 s4 networkspvaluegenes from active data...

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S1

MCF7M (high density)

Day 3 Day 5

S2

A B

S3

S4Networks pValue Genes from Active Data

Chemotaxis 7.991E-11 IL-1 beta, CCR2, GRO-3, Lck, CCL13, Galpha(q)-specific peptide GPCRs, Galpha(i)-specific peptide GPCRs, SDF-1, IL-16, CCL7, GRO-2, PD-ECGF (TdRPase), GCP2

Proteolysis_ECM remodeling 1.820E-09 MMP-13, MMP-14, TIMP3, MMP-1, TIMP4, MMP-15, MMP-24, MMP-1, MMP-25, Stromelysin-1

Inflammation_Jak-STAT pathway

4.161E-09 IL21R, CCR2, PDGF-R-beta, IL5RA, CCL13, PDGF receptor, IL-2R gamma chain, IL-21 receptor, SDF-1, IL10RA, IGF-1, CCL14, IL-20

Proteolysis_Connective tissue degradation

4.951E-08 MMP-13, MMP-14, TIMP3, MMP-19, TIMP4, MMP-15, MMP-24, MMP-1, MMP-25, Stromelysin-1

Cell adhesion_leukocyte chemotaxis

9.863E-07 CCR2, GRO-3, Lck, CCL13, Galpha(q)-specific peptide GPCRs, Galpha(i)-specific peptide GPCRs, SDF-1, CCL14, CCL7, GRO-2, GCP2

Immune response_Th17-derived cytokines

1.520E-06 IL-1 beta, MMP-13, SDF-1, CCL7, RANKL(TNFSF11), GCP2, MMP-1, Stromelysin-1

Development_Blood vessel morphogenesis

2.810E-06 IL-1beta, FGF8, Galpha(q)-specific peptide GPCRs, Galpha(i)-specific peptide GPCRs, MMP-19, SDF-1, ALK-2, VEGFR-2, TIE, PD-ECGF (TdRPase), VEGF-D

Cell adhesion_Platelet-endothelium-leukocyte interactions

1.497E-05 IL-1 beta, MMP-13, PDGF-R-beta, Endoglin, PDGF receptor, VEGFR-2, Thrombospondin 4, TGF-beta receptor type II, PDGF-R-alpha

Apoptosis_Anti-Apoptosis mediated by external signals via PI3K/AKT

2.345E-05 IL-1 beta, FGF8, PDGF-R-beta, PDGF receptor, GFRalpha1, IGF-1, VEGFR-2, NT-3, VEGF-D, PDGF-R-alpha

S5

Dataset Number of patients

Number in patient subset

Comparison

Scheutz et al 14 14 DCIS vs IDC

Ma et al (Ref 32)

66 20 Epithelium vs Stroma

Boersma et al 95 83 Epithelium vs Stroma

S6

S7

1750 1500 1250 1000

0.0

0.2

0.4

0.6

0.8

1.0

1.2

3000 2950 2900 2850 28000.0

0.2

0.4

0.6

0.8

1.0

3500 3000 2500 2000 1500 1000

0.0

0.2

0.4

0.6

0.8

1.0

1.2

MCF-7M (high) + E2

MCF-7M (high) + Veh

MCF-7M (low) + E2

MCF-7M (low) + Veh MCF-7 + Veh MCF-7 + E2

Abs

orba

nce

Wavenumber (cm-1)

S8

1700 1500 1300 1100

0.0

0.2

0.4

0.6

0.8

1.0

1.2

3000 2950 2900 2850 2800

0.0

0.2

0.4

0.6

0.8

1.0

3500 3000 2500 2000 1500 1000

0.0

0.2

0.4

0.6

0.8

1.0

1.2

MCF-7+ Veh MCF-7 + E2

MCF-7+CM + Veh MCF-7+ CM E2

Abs

orba

nce

Wavenumber (cm-1)

S9MCF-7 MCF-7 + HMF