From e2a62f09fff51d9a21d783c5fdcd5bdf9d8fa809 Mon Sep 17 00:00:00 2001 From: Sara JC Gosline Date: Sun, 24 Sep 2023 12:39:26 -0700 Subject: [PATCH] updated matrisome --- metrics/mrna-prot/alg-test.yml | 7 - signature_matrices/Matrisome.txt | 2056 +++++++++++++-------------- signature_matrices/getSigMatrices.R | 18 +- 3 files changed, 1037 insertions(+), 1044 deletions(-) diff --git a/metrics/mrna-prot/alg-test.yml b/metrics/mrna-prot/alg-test.yml index 6e8204c..3542d59 100644 --- a/metrics/mrna-prot/alg-test.yml +++ b/metrics/mrna-prot/alg-test.yml @@ -1,21 +1,14 @@ cancerTypes: - luad - ccrcc - - brca - - endometrial prot-algorithms: - mcpcounter - epic - - cibersort - - repbulk mrna-algorithms: - mcpcounter - epic - - cibersort - - repbulk tissueTypes: - tumor signatures: - LM7c - LM22 - - Matrisome diff --git a/signature_matrices/Matrisome.txt b/signature_matrices/Matrisome.txt index c226c23..9745450 100644 --- a/signature_matrices/Matrisome.txt +++ b/signature_matrices/Matrisome.txt @@ -1,1028 +1,1028 @@ -NAME ECM Glycoproteins Collagens Proteoglycans ECM-affiliated Proteins ECM Regulators Secreted Factors -ABI3BP 1 0 0 0 0 0 -ADIPOQ 1 0 0 0 0 0 -AEBP1 1 0 0 0 0 0 -AGRN 1 0 0 0 0 0 -AMBN 1 0 0 0 0 0 -AMELX 1 0 0 0 0 0 -AMELY 1 0 0 0 0 0 -BGLAP 1 0 0 0 0 0 -BMPER 1 0 0 0 0 0 -BSPH1 1 0 0 0 0 0 -CDCP2 1 0 0 0 0 0 -CILP 1 0 0 0 0 0 -CILP2 1 0 0 0 0 0 -COCH 1 0 0 0 0 0 -COLQ 1 0 0 0 0 0 -COMP 1 0 0 0 0 0 -CRELD1 1 0 0 0 0 0 -CRELD2 1 0 0 0 0 0 -CRIM1 1 0 0 0 0 0 -CRISPLD1 1 0 0 0 0 0 -CRISPLD2 1 0 0 0 0 0 -CTGF 1 0 0 0 0 0 -CTHRC1 1 0 0 0 0 0 -CYR61 1 0 0 0 0 0 -DDX26B 1 0 0 0 0 0 -DMBT1 1 0 0 0 0 0 -DMP1 1 0 0 0 0 0 -DPT 1 0 0 0 0 0 -DSPP 1 0 0 0 0 0 -ECM1 1 0 0 0 0 0 -ECM2 1 0 0 0 0 0 -EDIL3 1 0 0 0 0 0 -EFEMP1 1 0 0 0 0 0 -EFEMP2 1 0 0 0 0 0 -EGFLAM 1 0 0 0 0 0 -ELN 1 0 0 0 0 0 -ELSPBP1 1 0 0 0 0 0 -EMID1 1 0 0 0 0 0 -EMILIN1 1 0 0 0 0 0 -EMILIN2 1 0 0 0 0 0 -EMILIN3 1 0 0 0 0 0 -EYS 1 0 0 0 0 0 -FBLN1 1 0 0 0 0 0 -FBLN2 1 0 0 0 0 0 -FBLN5 1 0 0 0 0 0 -FBLN7 1 0 0 0 0 0 -FBN1 1 0 0 0 0 0 -FBN2 1 0 0 0 0 0 -FBN3 1 0 0 0 0 0 -FGA 1 0 0 0 0 0 -FGB 1 0 0 0 0 0 -FGG 1 0 0 0 0 0 -FGL1 1 0 0 0 0 0 -FGL2 1 0 0 0 0 0 -FN1 1 0 0 0 0 0 -FNDC1 1 0 0 0 0 0 -FNDC7 1 0 0 0 0 0 -FNDC8 1 0 0 0 0 0 -FRAS1 1 0 0 0 0 0 -GAS6 1 0 0 0 0 0 -GLDN 1 0 0 0 0 0 -HMCN1 1 0 0 0 0 0 -HMCN2 1 0 0 0 0 0 -IBSP 1 0 0 0 0 0 -IGFALS 1 0 0 0 0 0 -IGFBP1 1 0 0 0 0 0 -IGFBP2 1 0 0 0 0 0 -IGFBP3 1 0 0 0 0 0 -IGFBP4 1 0 0 0 0 0 -IGFBP5 1 0 0 0 0 0 -IGFBP6 1 0 0 0 0 0 -IGFBP7 1 0 0 0 0 0 -IGFBPL1 1 0 0 0 0 0 -IGSF10 1 0 0 0 0 0 -KAL1 1 0 0 0 0 0 -KCP 1 0 0 0 0 0 -LAMA1 1 0 0 0 0 0 -LAMA2 1 0 0 0 0 0 -LAMA3 1 0 0 0 0 0 -LAMA4 1 0 0 0 0 0 -LAMA5 1 0 0 0 0 0 -LAMB1 1 0 0 0 0 0 -LAMB2 1 0 0 0 0 0 -LAMB3 1 0 0 0 0 0 -LAMB4 1 0 0 0 0 0 -LAMC1 1 0 0 0 0 0 -LAMC2 1 0 0 0 0 0 -LAMC3 1 0 0 0 0 0 -LGI1 1 0 0 0 0 0 -LGI2 1 0 0 0 0 0 -LGI3 1 0 0 0 0 0 -LGI4 1 0 0 0 0 0 -LRG1 1 0 0 0 0 0 -LTBP1 1 0 0 0 0 0 -LTBP2 1 0 0 0 0 0 -LTBP3 1 0 0 0 0 0 -LTBP4 1 0 0 0 0 0 -MATN1 1 0 0 0 0 0 -MATN2 1 0 0 0 0 0 -MATN3 1 0 0 0 0 0 -MATN4 1 0 0 0 0 0 -MEPE 1 0 0 0 0 0 -MFAP1 1 0 0 0 0 0 -MFAP2 1 0 0 0 0 0 -MFAP3 1 0 0 0 0 0 -MFAP4 1 0 0 0 0 0 -MFAP5 1 0 0 0 0 0 -MFGE8 1 0 0 0 0 0 -MGP 1 0 0 0 0 0 -MMRN1 1 0 0 0 0 0 -MMRN2 1 0 0 0 0 0 -MXRA5 1 0 0 0 0 0 -NDNF 1 0 0 0 0 0 -NELL1 1 0 0 0 0 0 -NELL2 1 0 0 0 0 0 -NID1 1 0 0 0 0 0 -NID2 1 0 0 0 0 0 -NOV 1 0 0 0 0 0 -NPNT 1 0 0 0 0 0 -NTN1 1 0 0 0 0 0 -NTN3 1 0 0 0 0 0 -NTN4 1 0 0 0 0 0 -NTN5 1 0 0 0 0 0 -NTNG1 1 0 0 0 0 0 -NTNG2 1 0 0 0 0 0 -OIT3 1 0 0 0 0 0 -OTOG 1 0 0 0 0 0 -OTOL1 1 0 0 0 0 0 -PAPLN 1 0 0 0 0 0 -PCOLCE 1 0 0 0 0 0 -PCOLCE2 1 0 0 0 0 0 -POMZP3 1 0 0 0 0 0 -POSTN 1 0 0 0 0 0 -PXDN 1 0 0 0 0 0 -PXDNL 1 0 0 0 0 0 -RELN 1 0 0 0 0 0 -RSPO1 1 0 0 0 0 0 -RSPO2 1 0 0 0 0 0 -RSPO3 1 0 0 0 0 0 -RSPO4 1 0 0 0 0 0 -SBSPON 1 0 0 0 0 0 -SLIT1 1 0 0 0 0 0 -SLIT2 1 0 0 0 0 0 -SLIT3 1 0 0 0 0 0 -SMOC1 1 0 0 0 0 0 -SMOC2 1 0 0 0 0 0 -SNED1 1 0 0 0 0 0 -SPARC 1 0 0 0 0 0 -SPARCL1 1 0 0 0 0 0 -SPON1 1 0 0 0 0 0 -SPON2 1 0 0 0 0 0 -SPP1 1 0 0 0 0 0 -SRPX 1 0 0 0 0 0 -SRPX2 1 0 0 0 0 0 -SSPO 1 0 0 0 0 0 -SVEP1 1 0 0 0 0 0 -TECTA 1 0 0 0 0 0 -TECTB 1 0 0 0 0 0 -TGFBI 1 0 0 0 0 0 -THBS1 1 0 0 0 0 0 -THBS2 1 0 0 0 0 0 -THBS3 1 0 0 0 0 0 -THBS4 1 0 0 0 0 0 -THSD4 1 0 0 0 0 0 -TINAG 1 0 0 0 0 0 -TINAGL1 1 0 0 0 0 0 -TNC 1 0 0 0 0 0 -TNFAIP6 1 0 0 0 0 0 -TNN 1 0 0 0 0 0 -TNR 1 0 0 0 0 0 -TNXB 1 0 0 0 0 0 -TSKU 1 0 0 0 0 0 -TSPEAR 1 0 0 0 0 0 -VIT 1 0 0 0 0 0 -VTN 1 0 0 0 0 0 -VWA1 1 0 0 0 0 0 -VWA2 1 0 0 0 0 0 -VWA3A 1 0 0 0 0 0 -VWA3B 1 0 0 0 0 0 -VWA5A 1 0 0 0 0 0 -VWA5B1 1 0 0 0 0 0 -VWA5B2 1 0 0 0 0 0 -VWA7 1 0 0 0 0 0 -VWA9 1 0 0 0 0 0 -VWCE 1 0 0 0 0 0 -VWDE 1 0 0 0 0 0 -VWF 1 0 0 0 0 0 -WISP1 1 0 0 0 0 0 -WISP2 1 0 0 0 0 0 -WISP3 1 0 0 0 0 0 -ZP1 1 0 0 0 0 0 -ZP2 1 0 0 0 0 0 -ZP3 1 0 0 0 0 0 -ZP4 1 0 0 0 0 0 -ZPLD1 1 0 0 0 0 0 -COL10A1 0 1 0 0 0 0 -COL11A1 0 1 0 0 0 0 -COL11A2 0 1 0 0 0 0 -COL12A1 0 1 0 0 0 0 -COL13A1 0 1 0 0 0 0 -COL14A1 0 1 0 0 0 0 -COL15A1 0 1 0 0 0 0 -COL16A1 0 1 0 0 0 0 -COL17A1 0 1 0 0 0 0 -COL18A1 0 1 0 0 0 0 -COL19A1 0 1 0 0 0 0 -COL1A1 0 1 0 0 0 0 -COL1A2 0 1 0 0 0 0 -COL20A1 0 1 0 0 0 0 -COL21A1 0 1 0 0 0 0 -COL22A1 0 1 0 0 0 0 -COL23A1 0 1 0 0 0 0 -COL24A1 0 1 0 0 0 0 -COL25A1 0 1 0 0 0 0 -COL26A1 0 1 0 0 0 0 -COL27A1 0 1 0 0 0 0 -COL28A1 0 1 0 0 0 0 -COL2A1 0 1 0 0 0 0 -COL3A1 0 1 0 0 0 0 -COL4A1 0 1 0 0 0 0 -COL4A2 0 1 0 0 0 0 -COL4A3 0 1 0 0 0 0 -COL4A4 0 1 0 0 0 0 -COL4A5 0 1 0 0 0 0 -COL4A6 0 1 0 0 0 0 -COL5A1 0 1 0 0 0 0 -COL5A2 0 1 0 0 0 0 -COL5A3 0 1 0 0 0 0 -COL6A1 0 1 0 0 0 0 -COL6A2 0 1 0 0 0 0 -COL6A3 0 1 0 0 0 0 -COL6A5 0 1 0 0 0 0 -COL6A6 0 1 0 0 0 0 -COL7A1 0 1 0 0 0 0 -COL8A1 0 1 0 0 0 0 -COL8A2 0 1 0 0 0 0 -COL9A1 0 1 0 0 0 0 -COL9A2 0 1 0 0 0 0 -COL9A3 0 1 0 0 0 0 -ACAN 0 0 1 0 0 0 -ASPN 0 0 1 0 0 0 -BCAN 0 0 1 0 0 0 -BGN 0 0 1 0 0 0 -CHAD 0 0 1 0 0 0 -CHADL 0 0 1 0 0 0 -DCN 0 0 1 0 0 0 -EPYC 0 0 1 0 0 0 -ESM1 0 0 1 0 0 0 -FMOD 0 0 1 0 0 0 -HAPLN1 0 0 1 0 0 0 -HAPLN2 0 0 1 0 0 0 -HAPLN3 0 0 1 0 0 0 -HAPLN4 0 0 1 0 0 0 -HSPG2 0 0 1 0 0 0 -IMPG1 0 0 1 0 0 0 -IMPG2 0 0 1 0 0 0 -KERA 0 0 1 0 0 0 -LUM 0 0 1 0 0 0 -NCAN 0 0 1 0 0 0 -NYX 0 0 1 0 0 0 -OGN 0 0 1 0 0 0 -OMD 0 0 1 0 0 0 -OPTC 0 0 1 0 0 0 -PODN 0 0 1 0 0 0 -PODNL1 0 0 1 0 0 0 -PRELP 0 0 1 0 0 0 -PRG2 0 0 1 0 0 0 -PRG3 0 0 1 0 0 0 -PRG4 0 0 1 0 0 0 -SPOCK1 0 0 1 0 0 0 -SPOCK2 0 0 1 0 0 0 -SPOCK3 0 0 1 0 0 0 -SRGN 0 0 1 0 0 0 -VCAN 0 0 1 0 0 0 -ANXA1 0 0 0 1 0 0 -ANXA10 0 0 0 1 0 0 -ANXA11 0 0 0 1 0 0 -ANXA13 0 0 0 1 0 0 -ANXA2 0 0 0 1 0 0 -ANXA3 0 0 0 1 0 0 -ANXA4 0 0 0 1 0 0 -ANXA5 0 0 0 1 0 0 -ANXA6 0 0 0 1 0 0 -ANXA7 0 0 0 1 0 0 -ANXA8 0 0 0 1 0 0 -ANXA8L1 0 0 0 1 0 0 -ANXA9 0 0 0 1 0 0 -C1QA 0 0 0 1 0 0 -C1QB 0 0 0 1 0 0 -C1QC 0 0 0 1 0 0 -C1QL1 0 0 0 1 0 0 -C1QL2 0 0 0 1 0 0 -C1QL3 0 0 0 1 0 0 -C1QL4 0 0 0 1 0 0 -C1QTNF1 0 0 0 1 0 0 -C1QTNF2 0 0 0 1 0 0 -C1QTNF3 0 0 0 1 0 0 -C1QTNF4 0 0 0 1 0 0 -C1QTNF5 0 0 0 1 0 0 -C1QTNF6 0 0 0 1 0 0 -C1QTNF7 0 0 0 1 0 0 -C1QTNF8 0 0 0 1 0 0 -C1QTNF9 0 0 0 1 0 0 -CD209 0 0 0 1 0 0 -CLC 0 0 0 1 0 0 -CLEC10A 0 0 0 1 0 0 -CLEC11A 0 0 0 1 0 0 -CLEC12A 0 0 0 1 0 0 -CLEC12B 0 0 0 1 0 0 -CLEC14A 0 0 0 1 0 0 -CLEC17A 0 0 0 1 0 0 -CLEC18A 0 0 0 1 0 0 -CLEC18B 0 0 0 1 0 0 -CLEC18C 0 0 0 1 0 0 -CLEC19A 0 0 0 1 0 0 -CLEC1A 0 0 0 1 0 0 -CLEC1B 0 0 0 1 0 0 -CLEC2A 0 0 0 1 0 0 -CLEC2B 0 0 0 1 0 0 -CLEC2D 0 0 0 1 0 0 -CLEC2L 0 0 0 1 0 0 -CLEC3A 0 0 0 1 0 0 -CLEC3B 0 0 0 1 0 0 -CLEC4A 0 0 0 1 0 0 -CLEC4C 0 0 0 1 0 0 -CLEC4D 0 0 0 1 0 0 -CLEC4E 0 0 0 1 0 0 -CLEC4F 0 0 0 1 0 0 -CLEC4G 0 0 0 1 0 0 -CLEC4M 0 0 0 1 0 0 -CLEC5A 0 0 0 1 0 0 -CLEC6A 0 0 0 1 0 0 -CLEC7A 0 0 0 1 0 0 -CLEC9A 0 0 0 1 0 0 -COLEC10 0 0 0 1 0 0 -COLEC11 0 0 0 1 0 0 -COLEC12 0 0 0 1 0 0 -CSPG4 0 0 0 1 0 0 -CSPG5 0 0 0 1 0 0 -ELFN1 0 0 0 1 0 0 -ELFN2 0 0 0 1 0 0 -EMCN 0 0 0 1 0 0 -FCN1 0 0 0 1 0 0 -FCN2 0 0 0 1 0 0 -FCN3 0 0 0 1 0 0 -FREM1 0 0 0 1 0 0 -FREM2 0 0 0 1 0 0 -FREM3 0 0 0 1 0 0 -GPC1 0 0 0 1 0 0 -GPC2 0 0 0 1 0 0 -GPC3 0 0 0 1 0 0 -GPC4 0 0 0 1 0 0 -GPC5 0 0 0 1 0 0 -GPC6 0 0 0 1 0 0 -GREM1 0 0 0 1 0 0 -GRIFIN 0 0 0 1 0 0 -HPX 0 0 0 1 0 0 -HSPC159 0 0 0 1 0 0 -ITLN1 0 0 0 1 0 0 -ITLN2 0 0 0 1 0 0 -LGALS1 0 0 0 1 0 0 -LGALS12 0 0 0 1 0 0 -LGALS13 0 0 0 1 0 0 -LGALS14 0 0 0 1 0 0 -LGALS16 0 0 0 1 0 0 -LGALS2 0 0 0 1 0 0 -LGALS3 0 0 0 1 0 0 -LGALS4 0 0 0 1 0 0 -LGALS7 0 0 0 1 0 0 -LGALS8 0 0 0 1 0 0 -LGALS9 0 0 0 1 0 0 -LGALS9B 0 0 0 1 0 0 -LGALS9C 0 0 0 1 0 0 -LMAN1 0 0 0 1 0 0 -LMAN1L 0 0 0 1 0 0 -MBL2 0 0 0 1 0 0 -MUC1 0 0 0 1 0 0 -MUC12 0 0 0 1 0 0 -MUC13 0 0 0 1 0 0 -MUC15 0 0 0 1 0 0 -MUC16 0 0 0 1 0 0 -MUC17 0 0 0 1 0 0 -MUC19 0 0 0 1 0 0 -MUC2 0 0 0 1 0 0 -MUC20 0 0 0 1 0 0 -MUC21 0 0 0 1 0 0 -MUC22 0 0 0 1 0 0 -MUC3A 0 0 0 1 0 0 -MUC4 0 0 0 1 0 0 -MUC5AC 0 0 0 1 0 0 -MUC5B 0 0 0 1 0 0 -MUC6 0 0 0 1 0 0 -MUC7 0 0 0 1 0 0 -MUC8 0 0 0 1 0 0 -MUCL1 0 0 0 1 0 0 -OVGP1 0 0 0 1 0 0 -PARM1 0 0 0 1 0 0 -PLXDC1 0 0 0 1 0 0 -PLXDC2 0 0 0 1 0 0 -PLXNA1 0 0 0 1 0 0 -PLXNA2 0 0 0 1 0 0 -PLXNA3 0 0 0 1 0 0 -PLXNA4 0 0 0 1 0 0 -PLXNB1 0 0 0 1 0 0 -PLXNB2 0 0 0 1 0 0 -PLXNB3 0 0 0 1 0 0 -PLXNC1 0 0 0 1 0 0 -PLXND1 0 0 0 1 0 0 -PROL1 0 0 0 1 0 0 -REG1A 0 0 0 1 0 0 -REG1B 0 0 0 1 0 0 -REG3A 0 0 0 1 0 0 -REG3G 0 0 0 1 0 0 -REG4 0 0 0 1 0 0 -SDC1 0 0 0 1 0 0 -SDC2 0 0 0 1 0 0 -SDC3 0 0 0 1 0 0 -SDC4 0 0 0 1 0 0 -SEMA3A 0 0 0 1 0 0 -SEMA3B 0 0 0 1 0 0 -SEMA3C 0 0 0 1 0 0 -SEMA3D 0 0 0 1 0 0 -SEMA3E 0 0 0 1 0 0 -SEMA3F 0 0 0 1 0 0 -SEMA3G 0 0 0 1 0 0 -SEMA4A 0 0 0 1 0 0 -SEMA4B 0 0 0 1 0 0 -SEMA4C 0 0 0 1 0 0 -SEMA4D 0 0 0 1 0 0 -SEMA4F 0 0 0 1 0 0 -SEMA4G 0 0 0 1 0 0 -SEMA5A 0 0 0 1 0 0 -SEMA5B 0 0 0 1 0 0 -SEMA6A 0 0 0 1 0 0 -SEMA6B 0 0 0 1 0 0 -SEMA6C 0 0 0 1 0 0 -SEMA6D 0 0 0 1 0 0 -SEMA7A 0 0 0 1 0 0 -SFTA2 0 0 0 1 0 0 -SFTA3 0 0 0 1 0 0 -SFTPA1 0 0 0 1 0 0 -SFTPA2 0 0 0 1 0 0 -SFTPB 0 0 0 1 0 0 -SFTPC 0 0 0 1 0 0 -SFTPD 0 0 0 1 0 0 -A2M 0 0 0 0 1 0 -A2ML1 0 0 0 0 1 0 -ADAM10 0 0 0 0 1 0 -ADAM11 0 0 0 0 1 0 -ADAM12 0 0 0 0 1 0 -ADAM15 0 0 0 0 1 0 -ADAM17 0 0 0 0 1 0 -ADAM18 0 0 0 0 1 0 -ADAM19 0 0 0 0 1 0 -ADAM2 0 0 0 0 1 0 -ADAM20 0 0 0 0 1 0 -ADAM21 0 0 0 0 1 0 -ADAM22 0 0 0 0 1 0 -ADAM23 0 0 0 0 1 0 -ADAM28 0 0 0 0 1 0 -ADAM29 0 0 0 0 1 0 -ADAM30 0 0 0 0 1 0 -ADAM32 0 0 0 0 1 0 -ADAM33 0 0 0 0 1 0 -ADAM7 0 0 0 0 1 0 -ADAM8 0 0 0 0 1 0 -ADAM9 0 0 0 0 1 0 -ADAMDEC1 0 0 0 0 1 0 -ADAMTS1 0 0 0 0 1 0 -ADAMTS10 0 0 0 0 1 0 -ADAMTS12 0 0 0 0 1 0 -ADAMTS13 0 0 0 0 1 0 -ADAMTS14 0 0 0 0 1 0 -ADAMTS15 0 0 0 0 1 0 -ADAMTS16 0 0 0 0 1 0 -ADAMTS17 0 0 0 0 1 0 -ADAMTS18 0 0 0 0 1 0 -ADAMTS19 0 0 0 0 1 0 -ADAMTS2 0 0 0 0 1 0 -ADAMTS20 0 0 0 0 1 0 -ADAMTS3 0 0 0 0 1 0 -ADAMTS4 0 0 0 0 1 0 -ADAMTS5 0 0 0 0 1 0 -ADAMTS6 0 0 0 0 1 0 -ADAMTS7 0 0 0 0 1 0 -ADAMTS8 0 0 0 0 1 0 -ADAMTS9 0 0 0 0 1 0 -ADAMTSL1 0 0 0 0 1 0 -ADAMTSL2 0 0 0 0 1 0 -ADAMTSL3 0 0 0 0 1 0 -ADAMTSL4 0 0 0 0 1 0 -ADAMTSL5 0 0 0 0 1 0 -AGT 0 0 0 0 1 0 -AMBP 0 0 0 0 1 0 -ASTL 0 0 0 0 1 0 -BMP1 0 0 0 0 1 0 -C17orf58 0 0 0 0 1 0 -CD109 0 0 0 0 1 0 -CELA1 0 0 0 0 1 0 -CELA2A 0 0 0 0 1 0 -CELA2B 0 0 0 0 1 0 -CELA3A 0 0 0 0 1 0 -CELA3B 0 0 0 0 1 0 -CPAMD8 0 0 0 0 1 0 -CPN2 0 0 0 0 1 0 -CST1 0 0 0 0 1 0 -CST11 0 0 0 0 1 0 -CST2 0 0 0 0 1 0 -CST3 0 0 0 0 1 0 -CST4 0 0 0 0 1 0 -CST5 0 0 0 0 1 0 -CST6 0 0 0 0 1 0 -CST7 0 0 0 0 1 0 -CST8 0 0 0 0 1 0 -CST9 0 0 0 0 1 0 -CST9L 0 0 0 0 1 0 -CSTA 0 0 0 0 1 0 -CSTB 0 0 0 0 1 0 -CSTL1 0 0 0 0 1 0 -CTSA 0 0 0 0 1 0 -CTSB 0 0 0 0 1 0 -CTSC 0 0 0 0 1 0 -CTSD 0 0 0 0 1 0 -CTSE 0 0 0 0 1 0 -CTSF 0 0 0 0 1 0 -CTSG 0 0 0 0 1 0 -CTSH 0 0 0 0 1 0 -CTSK 0 0 0 0 1 0 -CTSL 0 0 0 0 1 0 -CTSO 0 0 0 0 1 0 -CTSS 0 0 0 0 1 0 -CTSV 0 0 0 0 1 0 -CTSW 0 0 0 0 1 0 -CTSZ 0 0 0 0 1 0 -EGLN1 0 0 0 0 1 0 -EGLN2 0 0 0 0 1 0 -EGLN3 0 0 0 0 1 0 -ELANE 0 0 0 0 1 0 -F10 0 0 0 0 1 0 -F12 0 0 0 0 1 0 -F13A1 0 0 0 0 1 0 -F13B 0 0 0 0 1 0 -F2 0 0 0 0 1 0 -F7 0 0 0 0 1 0 -F9 0 0 0 0 1 0 -FAM20A 0 0 0 0 1 0 -FAM20B 0 0 0 0 1 0 -FAM20C 0 0 0 0 1 0 -HABP2 0 0 0 0 1 0 -HMSD 0 0 0 0 1 0 -HPSE 0 0 0 0 1 0 -HPSE2 0 0 0 0 1 0 -HRG 0 0 0 0 1 0 -HTRA1 0 0 0 0 1 0 -HTRA3 0 0 0 0 1 0 -HTRA4 0 0 0 0 1 0 -HYAL1 0 0 0 0 1 0 -HYAL2 0 0 0 0 1 0 -HYAL3 0 0 0 0 1 0 -HYAL4 0 0 0 0 1 0 -ITIH1 0 0 0 0 1 0 -ITIH2 0 0 0 0 1 0 -ITIH3 0 0 0 0 1 0 -ITIH4 0 0 0 0 1 0 -ITIH5 0 0 0 0 1 0 -ITIH6 0 0 0 0 1 0 -KAZALD1 0 0 0 0 1 0 -KNG1 0 0 0 0 1 0 -KY 0 0 0 0 1 0 -LEPRE1 0 0 0 0 1 0 -LEPREL1 0 0 0 0 1 0 -LEPREL2 0 0 0 0 1 0 -LOX 0 0 0 0 1 0 -LOXL1 0 0 0 0 1 0 -LOXL2 0 0 0 0 1 0 -LOXL3 0 0 0 0 1 0 -LOXL4 0 0 0 0 1 0 -LPA 0 0 0 0 1 0 -MASP1 0 0 0 0 1 0 -MASP2 0 0 0 0 1 0 -MEP1A 0 0 0 0 1 0 -MEP1B 0 0 0 0 1 0 -MMP1 0 0 0 0 1 0 -MMP10 0 0 0 0 1 0 -MMP11 0 0 0 0 1 0 -MMP12 0 0 0 0 1 0 -MMP13 0 0 0 0 1 0 -MMP14 0 0 0 0 1 0 -MMP15 0 0 0 0 1 0 -MMP16 0 0 0 0 1 0 -MMP17 0 0 0 0 1 0 -MMP19 0 0 0 0 1 0 -MMP2 0 0 0 0 1 0 -MMP20 0 0 0 0 1 0 -MMP21 0 0 0 0 1 0 -MMP23B 0 0 0 0 1 0 -MMP24 0 0 0 0 1 0 -MMP25 0 0 0 0 1 0 -MMP26 0 0 0 0 1 0 -MMP27 0 0 0 0 1 0 -MMP28 0 0 0 0 1 0 -MMP3 0 0 0 0 1 0 -MMP7 0 0 0 0 1 0 -MMP8 0 0 0 0 1 0 -MMP9 0 0 0 0 1 0 -NGLY1 0 0 0 0 1 0 -OGFOD1 0 0 0 0 1 0 -OGFOD2 0 0 0 0 1 0 -P4HA1 0 0 0 0 1 0 -P4HA2 0 0 0 0 1 0 -P4HA3 0 0 0 0 1 0 -P4HTM 0 0 0 0 1 0 -PAMR1 0 0 0 0 1 0 -PAPPA 0 0 0 0 1 0 -PAPPA2 0 0 0 0 1 0 -PCSK5 0 0 0 0 1 0 -PCSK6 0 0 0 0 1 0 -PI3 0 0 0 0 1 0 -PLAT 0 0 0 0 1 0 -PLAU 0 0 0 0 1 0 -PLG 0 0 0 0 1 0 -PLOD1 0 0 0 0 1 0 -PLOD2 0 0 0 0 1 0 -PLOD3 0 0 0 0 1 0 -PRSS1 0 0 0 0 1 0 -PRSS12 0 0 0 0 1 0 -PRSS2 0 0 0 0 1 0 -PRSS3 0 0 0 0 1 0 -PZP 0 0 0 0 1 0 -SERPINA1 0 0 0 0 1 0 -SERPINA10 0 0 0 0 1 0 -SERPINA11 0 0 0 0 1 0 -SERPINA12 0 0 0 0 1 0 -SERPINA2 0 0 0 0 1 0 -SERPINA3 0 0 0 0 1 0 -SERPINA4 0 0 0 0 1 0 -SERPINA5 0 0 0 0 1 0 -SERPINA6 0 0 0 0 1 0 -SERPINA7 0 0 0 0 1 0 -SERPINA9 0 0 0 0 1 0 -SERPINB1 0 0 0 0 1 0 -SERPINB10 0 0 0 0 1 0 -SERPINB11 0 0 0 0 1 0 -SERPINB12 0 0 0 0 1 0 -SERPINB13 0 0 0 0 1 0 -SERPINB2 0 0 0 0 1 0 -SERPINB3 0 0 0 0 1 0 -SERPINB4 0 0 0 0 1 0 -SERPINB5 0 0 0 0 1 0 -SERPINB6 0 0 0 0 1 0 -SERPINB7 0 0 0 0 1 0 -SERPINB8 0 0 0 0 1 0 -SERPINB9 0 0 0 0 1 0 -SERPINC1 0 0 0 0 1 0 -SERPIND1 0 0 0 0 1 0 -SERPINE1 0 0 0 0 1 0 -SERPINE2 0 0 0 0 1 0 -SERPINE3 0 0 0 0 1 0 -SERPINF1 0 0 0 0 1 0 -SERPINF2 0 0 0 0 1 0 -SERPING1 0 0 0 0 1 0 -SERPINH1 0 0 0 0 1 0 -SERPINI1 0 0 0 0 1 0 -SERPINI2 0 0 0 0 1 0 -SLPI 0 0 0 0 1 0 -SPAM1 0 0 0 0 1 0 -ST14 0 0 0 0 1 0 -SULF1 0 0 0 0 1 0 -SULF2 0 0 0 0 1 0 -TGM1 0 0 0 0 1 0 -TGM2 0 0 0 0 1 0 -TGM3 0 0 0 0 1 0 -TGM4 0 0 0 0 1 0 -TGM5 0 0 0 0 1 0 -TGM6 0 0 0 0 1 0 -TGM7 0 0 0 0 1 0 -TIMP1 0 0 0 0 1 0 -TIMP2 0 0 0 0 1 0 -TIMP3 0 0 0 0 1 0 -TIMP4 0 0 0 0 1 0 -TLL1 0 0 0 0 1 0 -TLL2 0 0 0 0 1 0 -TMPRSS15 0 0 0 0 1 0 -AMH 0 0 0 0 0 1 -ANGPT1 0 0 0 0 0 1 -ANGPT2 0 0 0 0 0 1 -ANGPT4 0 0 0 0 0 1 -ANGPTL1 0 0 0 0 0 1 -ANGPTL2 0 0 0 0 0 1 -ANGPTL3 0 0 0 0 0 1 -ANGPTL4 0 0 0 0 0 1 -ANGPTL5 0 0 0 0 0 1 -ANGPTL6 0 0 0 0 0 1 -ANGPTL7 0 0 0 0 0 1 -AREG 0 0 0 0 0 1 -ARTN 0 0 0 0 0 1 -BDNF 0 0 0 0 0 1 -BMP10 0 0 0 0 0 1 -BMP15 0 0 0 0 0 1 -BMP2 0 0 0 0 0 1 -BMP3 0 0 0 0 0 1 -BMP4 0 0 0 0 0 1 -BMP5 0 0 0 0 0 1 -BMP6 0 0 0 0 0 1 -BMP7 0 0 0 0 0 1 -BMP8A 0 0 0 0 0 1 -BMP8B 0 0 0 0 0 1 -BRINP2 0 0 0 0 0 1 -BRINP3 0 0 0 0 0 1 -BTC 0 0 0 0 0 1 -C1QTNF9B 0 0 0 0 0 1 -CBLN1 0 0 0 0 0 1 -CBLN2 0 0 0 0 0 1 -CBLN3 0 0 0 0 0 1 -CBLN4 0 0 0 0 0 1 -CCBE1 0 0 0 0 0 1 -CCL1 0 0 0 0 0 1 -CCL11 0 0 0 0 0 1 -CCL13 0 0 0 0 0 1 -CCL14 0 0 0 0 0 1 -CCL15 0 0 0 0 0 1 -CCL16 0 0 0 0 0 1 -CCL17 0 0 0 0 0 1 -CCL18 0 0 0 0 0 1 -CCL19 0 0 0 0 0 1 -CCL2 0 0 0 0 0 1 -CCL20 0 0 0 0 0 1 -CCL21 0 0 0 0 0 1 -CCL22 0 0 0 0 0 1 -CCL23 0 0 0 0 0 1 -CCL24 0 0 0 0 0 1 -CCL25 0 0 0 0 0 1 -CCL26 0 0 0 0 0 1 -CCL27 0 0 0 0 0 1 -CCL28 0 0 0 0 0 1 -CCL3 0 0 0 0 0 1 -CCL3L3 0 0 0 0 0 1 -CCL4 0 0 0 0 0 1 -CCL4L1 0 0 0 0 0 1 -CCL4L2 0 0 0 0 0 1 -CCL5 0 0 0 0 0 1 -CCL7 0 0 0 0 0 1 -CCL8 0 0 0 0 0 1 -CFC1 0 0 0 0 0 1 -CFC1B 0 0 0 0 0 1 -CHRD 0 0 0 0 0 1 -CHRDL1 0 0 0 0 0 1 -CHRDL2 0 0 0 0 0 1 -CLCF1 0 0 0 0 0 1 -CNTF 0 0 0 0 0 1 -CRHBP 0 0 0 0 0 1 -CRLF1 0 0 0 0 0 1 -CRLF3 0 0 0 0 0 1 -CRNN 0 0 0 0 0 1 -CSF1 0 0 0 0 0 1 -CSF2 0 0 0 0 0 1 -CSF3 0 0 0 0 0 1 -CSH1 0 0 0 0 0 1 -CSH2 0 0 0 0 0 1 -CSHL1 0 0 0 0 0 1 -CTF1 0 0 0 0 0 1 -CX3CL1 0 0 0 0 0 1 -CXCL1 0 0 0 0 0 1 -CXCL10 0 0 0 0 0 1 -CXCL11 0 0 0 0 0 1 -CXCL12 0 0 0 0 0 1 -CXCL13 0 0 0 0 0 1 -CXCL14 0 0 0 0 0 1 -CXCL2 0 0 0 0 0 1 -CXCL3 0 0 0 0 0 1 -CXCL5 0 0 0 0 0 1 -CXCL6 0 0 0 0 0 1 -CXCL8 0 0 0 0 0 1 -CXCL9 0 0 0 0 0 1 -DHH 0 0 0 0 0 1 -EBI3 0 0 0 0 0 1 -EDA 0 0 0 0 0 1 -EGF 0 0 0 0 0 1 -EGFL6 0 0 0 0 0 1 -EGFL7 0 0 0 0 0 1 -EGFL8 0 0 0 0 0 1 -EPGN 0 0 0 0 0 1 -EPO 0 0 0 0 0 1 -EREG 0 0 0 0 0 1 -FASLG 0 0 0 0 0 1 -FGF1 0 0 0 0 0 1 -FGF10 0 0 0 0 0 1 -FGF11 0 0 0 0 0 1 -FGF12 0 0 0 0 0 1 -FGF13 0 0 0 0 0 1 -FGF14 0 0 0 0 0 1 -FGF16 0 0 0 0 0 1 -FGF17 0 0 0 0 0 1 -FGF18 0 0 0 0 0 1 -FGF19 0 0 0 0 0 1 -FGF2 0 0 0 0 0 1 -FGF20 0 0 0 0 0 1 -FGF21 0 0 0 0 0 1 -FGF22 0 0 0 0 0 1 -FGF23 0 0 0 0 0 1 -FGF3 0 0 0 0 0 1 -FGF4 0 0 0 0 0 1 -FGF5 0 0 0 0 0 1 -FGF6 0 0 0 0 0 1 -FGF7 0 0 0 0 0 1 -FGF8 0 0 0 0 0 1 -FGF9 0 0 0 0 0 1 -FGFBP1 0 0 0 0 0 1 -FGFBP2 0 0 0 0 0 1 -FGFBP3 0 0 0 0 0 1 -FIGF 0 0 0 0 0 1 -FLG 0 0 0 0 0 1 -FLG2 0 0 0 0 0 1 -FLT3LG 0 0 0 0 0 1 -FRZB 0 0 0 0 0 1 -FST 0 0 0 0 0 1 -FSTL1 0 0 0 0 0 1 -FSTL3 0 0 0 0 0 1 -GDF1 0 0 0 0 0 1 -GDF10 0 0 0 0 0 1 -GDF11 0 0 0 0 0 1 -GDF15 0 0 0 0 0 1 -GDF2 0 0 0 0 0 1 -GDF3 0 0 0 0 0 1 -GDF5 0 0 0 0 0 1 -GDF6 0 0 0 0 0 1 -GDF7 0 0 0 0 0 1 -GDF9 0 0 0 0 0 1 -GDNF 0 0 0 0 0 1 -GH1 0 0 0 0 0 1 -GH2 0 0 0 0 0 1 -HBEGF 0 0 0 0 0 1 -HCFC1 0 0 0 0 0 1 -HCFC2 0 0 0 0 0 1 -HGF 0 0 0 0 0 1 -HGFAC 0 0 0 0 0 1 -HHIP 0 0 0 0 0 1 -HRNR 0 0 0 0 0 1 -IFNA1 0 0 0 0 0 1 -IFNA10 0 0 0 0 0 1 -IFNA13 0 0 0 0 0 1 -IFNA14 0 0 0 0 0 1 -IFNA16 0 0 0 0 0 1 -IFNA17 0 0 0 0 0 1 -IFNA2 0 0 0 0 0 1 -IFNA21 0 0 0 0 0 1 -IFNA4 0 0 0 0 0 1 -IFNA5 0 0 0 0 0 1 -IFNA6 0 0 0 0 0 1 -IFNA7 0 0 0 0 0 1 -IFNA8 0 0 0 0 0 1 -IFNB1 0 0 0 0 0 1 -IFNE 0 0 0 0 0 1 -IFNG 0 0 0 0 0 1 -IFNK 0 0 0 0 0 1 -IFNW1 0 0 0 0 0 1 -IGF1 0 0 0 0 0 1 -IGF2 0 0 0 0 0 1 -IHH 0 0 0 0 0 1 -IL10 0 0 0 0 0 1 -IL11 0 0 0 0 0 1 -IL12A 0 0 0 0 0 1 -IL12B 0 0 0 0 0 1 -IL13 0 0 0 0 0 1 -IL15 0 0 0 0 0 1 -IL16 0 0 0 0 0 1 -IL17A 0 0 0 0 0 1 -IL17B 0 0 0 0 0 1 -IL17C 0 0 0 0 0 1 -IL17D 0 0 0 0 0 1 -IL17F 0 0 0 0 0 1 -IL18 0 0 0 0 0 1 -IL19 0 0 0 0 0 1 -IL1A 0 0 0 0 0 1 -IL1B 0 0 0 0 0 1 -IL1F10 0 0 0 0 0 1 -IL1F5 0 0 0 0 0 1 -IL1F6 0 0 0 0 0 1 -IL1F7 0 0 0 0 0 1 -IL1F8 0 0 0 0 0 1 -IL1F9 0 0 0 0 0 1 -IL1RN 0 0 0 0 0 1 -IL2 0 0 0 0 0 1 -IL20 0 0 0 0 0 1 -IL22 0 0 0 0 0 1 -IL23A 0 0 0 0 0 1 -IL24 0 0 0 0 0 1 -IL25 0 0 0 0 0 1 -IL26 0 0 0 0 0 1 -IL3 0 0 0 0 0 1 -IL34 0 0 0 0 0 1 -IL4 0 0 0 0 0 1 -IL5 0 0 0 0 0 1 -IL6 0 0 0 0 0 1 -IL7 0 0 0 0 0 1 -IL9 0 0 0 0 0 1 -INHA 0 0 0 0 0 1 -INHBA 0 0 0 0 0 1 -INHBB 0 0 0 0 0 1 -INHBC 0 0 0 0 0 1 -INHBE 0 0 0 0 0 1 -INS 0 0 0 0 0 1 -INS-IGF2 0 0 0 0 0 1 -INSL3 0 0 0 0 0 1 -INSL5 0 0 0 0 0 1 -INSL6 0 0 0 0 0 1 -ISM1 0 0 0 0 0 1 -ISM2 0 0 0 0 0 1 -KITLG 0 0 0 0 0 1 -LEFTY1 0 0 0 0 0 1 -LEFTY2 0 0 0 0 0 1 -LEP 0 0 0 0 0 1 -LIF 0 0 0 0 0 1 -LTA 0 0 0 0 0 1 -LTB 0 0 0 0 0 1 -MDK 0 0 0 0 0 1 -MEGF10 0 0 0 0 0 1 -MEGF11 0 0 0 0 0 1 -MEGF6 0 0 0 0 0 1 -MEGF8 0 0 0 0 0 1 -MEGF9 0 0 0 0 0 1 -MST1 0 0 0 0 0 1 -MST1L 0 0 0 0 0 1 -MSTN 0 0 0 0 0 1 -NGF 0 0 0 0 0 1 -NODAL 0 0 0 0 0 1 -NRG1 0 0 0 0 0 1 -NRG2 0 0 0 0 0 1 -NRG3 0 0 0 0 0 1 -NRG4 0 0 0 0 0 1 -NRTN 0 0 0 0 0 1 -NTF3 0 0 0 0 0 1 -NTF4 0 0 0 0 0 1 -OSM 0 0 0 0 0 1 -PDGFA 0 0 0 0 0 1 -PDGFB 0 0 0 0 0 1 -PDGFC 0 0 0 0 0 1 -PDGFD 0 0 0 0 0 1 -PF4 0 0 0 0 0 1 -PF4V1 0 0 0 0 0 1 -PGF 0 0 0 0 0 1 -PIK3IP1 0 0 0 0 0 1 -PPBP 0 0 0 0 0 1 -PRL 0 0 0 0 0 1 -PSPN 0 0 0 0 0 1 -PTN 0 0 0 0 0 1 -RPTN 0 0 0 0 0 1 -S100A1 0 0 0 0 0 1 -S100A10 0 0 0 0 0 1 -S100A11 0 0 0 0 0 1 -S100A12 0 0 0 0 0 1 -S100A13 0 0 0 0 0 1 -S100A14 0 0 0 0 0 1 -S100A16 0 0 0 0 0 1 -S100A2 0 0 0 0 0 1 -S100A3 0 0 0 0 0 1 -S100A4 0 0 0 0 0 1 -S100A5 0 0 0 0 0 1 -S100A6 0 0 0 0 0 1 -S100A7 0 0 0 0 0 1 -S100A7A 0 0 0 0 0 1 -S100A7L2 0 0 0 0 0 1 -S100A8 0 0 0 0 0 1 -S100A9 0 0 0 0 0 1 -S100B 0 0 0 0 0 1 -S100G 0 0 0 0 0 1 -S100P 0 0 0 0 0 1 -S100Z 0 0 0 0 0 1 -SCUBE1 0 0 0 0 0 1 -SCUBE2 0 0 0 0 0 1 -SCUBE3 0 0 0 0 0 1 -SFRP1 0 0 0 0 0 1 -SFRP2 0 0 0 0 0 1 -SFRP4 0 0 0 0 0 1 -SFRP5 0 0 0 0 0 1 -SHH 0 0 0 0 0 1 -TCHH 0 0 0 0 0 1 -TCHHL1 0 0 0 0 0 1 -TDGF1 0 0 0 0 0 1 -TGFA 0 0 0 0 0 1 -TGFB1 0 0 0 0 0 1 -TGFB2 0 0 0 0 0 1 -TGFB3 0 0 0 0 0 1 -THPO 0 0 0 0 0 1 -TNF 0 0 0 0 0 1 -TNFSF10 0 0 0 0 0 1 -TNFSF11 0 0 0 0 0 1 -TNFSF12 0 0 0 0 0 1 -TNFSF13 0 0 0 0 0 1 -TNFSF13B 0 0 0 0 0 1 -TNFSF14 0 0 0 0 0 1 -TNFSF15 0 0 0 0 0 1 -TNFSF18 0 0 0 0 0 1 -TNFSF4 0 0 0 0 0 1 -TNFSF8 0 0 0 0 0 1 -TNFSF9 0 0 0 0 0 1 -TPO 0 0 0 0 0 1 -VEGFA 0 0 0 0 0 1 -VEGFB 0 0 0 0 0 1 -VEGFC 0 0 0 0 0 1 -VWC2 0 0 0 0 0 1 -VWC2L 0 0 0 0 0 1 -WFIKKN1 0 0 0 0 0 1 -WFIKKN2 0 0 0 0 0 1 -WIF1 0 0 0 0 0 1 -WNT1 0 0 0 0 0 1 -WNT10A 0 0 0 0 0 1 -WNT10B 0 0 0 0 0 1 -WNT11 0 0 0 0 0 1 -WNT16 0 0 0 0 0 1 -WNT2 0 0 0 0 0 1 -WNT2B 0 0 0 0 0 1 -WNT3 0 0 0 0 0 1 -WNT3A 0 0 0 0 0 1 -WNT4 0 0 0 0 0 1 -WNT5A 0 0 0 0 0 1 -WNT5B 0 0 0 0 0 1 -WNT6 0 0 0 0 0 1 -WNT7A 0 0 0 0 0 1 -WNT7B 0 0 0 0 0 1 -WNT8A 0 0 0 0 0 1 -WNT8B 0 0 0 0 0 1 -WNT9A 0 0 0 0 0 1 -WNT9B 0 0 0 0 0 1 -XCL1 0 0 0 0 0 1 -XCL2 0 0 0 0 0 1 -ZFP91 0 0 0 0 0 1 +ECM Glycoproteins Collagens Proteoglycans ECM-affiliated Proteins ECM Regulators Secreted Factors +ABI3BP 1 0.001 0.001 0.001 0.001 0.001 +ADIPOQ 1 0.001 0.001 0.001 0.001 0.001 +AEBP1 1 0.001 0.001 0.001 0.001 0.001 +AGRN 1 0.001 0.001 0.001 0.001 0.001 +AMBN 1 0.001 0.001 0.001 0.001 0.001 +AMELX 1 0.001 0.001 0.001 0.001 0.001 +AMELY 1 0.001 0.001 0.001 0.001 0.001 +BGLAP 1 0.001 0.001 0.001 0.001 0.001 +BMPER 1 0.001 0.001 0.001 0.001 0.001 +BSPH1 1 0.001 0.001 0.001 0.001 0.001 +CDCP2 1 0.001 0.001 0.001 0.001 0.001 +CILP 1 0.001 0.001 0.001 0.001 0.001 +CILP2 1 0.001 0.001 0.001 0.001 0.001 +COCH 1 0.001 0.001 0.001 0.001 0.001 +COLQ 1 0.001 0.001 0.001 0.001 0.001 +COMP 1 0.001 0.001 0.001 0.001 0.001 +CRELD1 1 0.001 0.001 0.001 0.001 0.001 +CRELD2 1 0.001 0.001 0.001 0.001 0.001 +CRIM1 1 0.001 0.001 0.001 0.001 0.001 +CRISPLD1 1 0.001 0.001 0.001 0.001 0.001 +CRISPLD2 1 0.001 0.001 0.001 0.001 0.001 +CTGF 1 0.001 0.001 0.001 0.001 0.001 +CTHRC1 1 0.001 0.001 0.001 0.001 0.001 +CYR61 1 0.001 0.001 0.001 0.001 0.001 +DDX26B 1 0.001 0.001 0.001 0.001 0.001 +DMBT1 1 0.001 0.001 0.001 0.001 0.001 +DMP1 1 0.001 0.001 0.001 0.001 0.001 +DPT 1 0.001 0.001 0.001 0.001 0.001 +DSPP 1 0.001 0.001 0.001 0.001 0.001 +ECM1 1 0.001 0.001 0.001 0.001 0.001 +ECM2 1 0.001 0.001 0.001 0.001 0.001 +EDIL3 1 0.001 0.001 0.001 0.001 0.001 +EFEMP1 1 0.001 0.001 0.001 0.001 0.001 +EFEMP2 1 0.001 0.001 0.001 0.001 0.001 +EGFLAM 1 0.001 0.001 0.001 0.001 0.001 +ELN 1 0.001 0.001 0.001 0.001 0.001 +ELSPBP1 1 0.001 0.001 0.001 0.001 0.001 +EMID1 1 0.001 0.001 0.001 0.001 0.001 +EMILIN1 1 0.001 0.001 0.001 0.001 0.001 +EMILIN2 1 0.001 0.001 0.001 0.001 0.001 +EMILIN3 1 0.001 0.001 0.001 0.001 0.001 +EYS 1 0.001 0.001 0.001 0.001 0.001 +FBLN1 1 0.001 0.001 0.001 0.001 0.001 +FBLN2 1 0.001 0.001 0.001 0.001 0.001 +FBLN5 1 0.001 0.001 0.001 0.001 0.001 +FBLN7 1 0.001 0.001 0.001 0.001 0.001 +FBN1 1 0.001 0.001 0.001 0.001 0.001 +FBN2 1 0.001 0.001 0.001 0.001 0.001 +FBN3 1 0.001 0.001 0.001 0.001 0.001 +FGA 1 0.001 0.001 0.001 0.001 0.001 +FGB 1 0.001 0.001 0.001 0.001 0.001 +FGG 1 0.001 0.001 0.001 0.001 0.001 +FGL1 1 0.001 0.001 0.001 0.001 0.001 +FGL2 1 0.001 0.001 0.001 0.001 0.001 +FN1 1 0.001 0.001 0.001 0.001 0.001 +FNDC1 1 0.001 0.001 0.001 0.001 0.001 +FNDC7 1 0.001 0.001 0.001 0.001 0.001 +FNDC8 1 0.001 0.001 0.001 0.001 0.001 +FRAS1 1 0.001 0.001 0.001 0.001 0.001 +GAS6 1 0.001 0.001 0.001 0.001 0.001 +GLDN 1 0.001 0.001 0.001 0.001 0.001 +HMCN1 1 0.001 0.001 0.001 0.001 0.001 +HMCN2 1 0.001 0.001 0.001 0.001 0.001 +IBSP 1 0.001 0.001 0.001 0.001 0.001 +IGFALS 1 0.001 0.001 0.001 0.001 0.001 +IGFBP1 1 0.001 0.001 0.001 0.001 0.001 +IGFBP2 1 0.001 0.001 0.001 0.001 0.001 +IGFBP3 1 0.001 0.001 0.001 0.001 0.001 +IGFBP4 1 0.001 0.001 0.001 0.001 0.001 +IGFBP5 1 0.001 0.001 0.001 0.001 0.001 +IGFBP6 1 0.001 0.001 0.001 0.001 0.001 +IGFBP7 1 0.001 0.001 0.001 0.001 0.001 +IGFBPL1 1 0.001 0.001 0.001 0.001 0.001 +IGSF10 1 0.001 0.001 0.001 0.001 0.001 +KAL1 1 0.001 0.001 0.001 0.001 0.001 +KCP 1 0.001 0.001 0.001 0.001 0.001 +LAMA1 1 0.001 0.001 0.001 0.001 0.001 +LAMA2 1 0.001 0.001 0.001 0.001 0.001 +LAMA3 1 0.001 0.001 0.001 0.001 0.001 +LAMA4 1 0.001 0.001 0.001 0.001 0.001 +LAMA5 1 0.001 0.001 0.001 0.001 0.001 +LAMB1 1 0.001 0.001 0.001 0.001 0.001 +LAMB2 1 0.001 0.001 0.001 0.001 0.001 +LAMB3 1 0.001 0.001 0.001 0.001 0.001 +LAMB4 1 0.001 0.001 0.001 0.001 0.001 +LAMC1 1 0.001 0.001 0.001 0.001 0.001 +LAMC2 1 0.001 0.001 0.001 0.001 0.001 +LAMC3 1 0.001 0.001 0.001 0.001 0.001 +LGI1 1 0.001 0.001 0.001 0.001 0.001 +LGI2 1 0.001 0.001 0.001 0.001 0.001 +LGI3 1 0.001 0.001 0.001 0.001 0.001 +LGI4 1 0.001 0.001 0.001 0.001 0.001 +LRG1 1 0.001 0.001 0.001 0.001 0.001 +LTBP1 1 0.001 0.001 0.001 0.001 0.001 +LTBP2 1 0.001 0.001 0.001 0.001 0.001 +LTBP3 1 0.001 0.001 0.001 0.001 0.001 +LTBP4 1 0.001 0.001 0.001 0.001 0.001 +MATN1 1 0.001 0.001 0.001 0.001 0.001 +MATN2 1 0.001 0.001 0.001 0.001 0.001 +MATN3 1 0.001 0.001 0.001 0.001 0.001 +MATN4 1 0.001 0.001 0.001 0.001 0.001 +MEPE 1 0.001 0.001 0.001 0.001 0.001 +MFAP1 1 0.001 0.001 0.001 0.001 0.001 +MFAP2 1 0.001 0.001 0.001 0.001 0.001 +MFAP3 1 0.001 0.001 0.001 0.001 0.001 +MFAP4 1 0.001 0.001 0.001 0.001 0.001 +MFAP5 1 0.001 0.001 0.001 0.001 0.001 +MFGE8 1 0.001 0.001 0.001 0.001 0.001 +MGP 1 0.001 0.001 0.001 0.001 0.001 +MMRN1 1 0.001 0.001 0.001 0.001 0.001 +MMRN2 1 0.001 0.001 0.001 0.001 0.001 +MXRA5 1 0.001 0.001 0.001 0.001 0.001 +NDNF 1 0.001 0.001 0.001 0.001 0.001 +NELL1 1 0.001 0.001 0.001 0.001 0.001 +NELL2 1 0.001 0.001 0.001 0.001 0.001 +NID1 1 0.001 0.001 0.001 0.001 0.001 +NID2 1 0.001 0.001 0.001 0.001 0.001 +NOV 1 0.001 0.001 0.001 0.001 0.001 +NPNT 1 0.001 0.001 0.001 0.001 0.001 +NTN1 1 0.001 0.001 0.001 0.001 0.001 +NTN3 1 0.001 0.001 0.001 0.001 0.001 +NTN4 1 0.001 0.001 0.001 0.001 0.001 +NTN5 1 0.001 0.001 0.001 0.001 0.001 +NTNG1 1 0.001 0.001 0.001 0.001 0.001 +NTNG2 1 0.001 0.001 0.001 0.001 0.001 +OIT3 1 0.001 0.001 0.001 0.001 0.001 +OTOG 1 0.001 0.001 0.001 0.001 0.001 +OTOL1 1 0.001 0.001 0.001 0.001 0.001 +PAPLN 1 0.001 0.001 0.001 0.001 0.001 +PCOLCE 1 0.001 0.001 0.001 0.001 0.001 +PCOLCE2 1 0.001 0.001 0.001 0.001 0.001 +POMZP3 1 0.001 0.001 0.001 0.001 0.001 +POSTN 1 0.001 0.001 0.001 0.001 0.001 +PXDN 1 0.001 0.001 0.001 0.001 0.001 +PXDNL 1 0.001 0.001 0.001 0.001 0.001 +RELN 1 0.001 0.001 0.001 0.001 0.001 +RSPO1 1 0.001 0.001 0.001 0.001 0.001 +RSPO2 1 0.001 0.001 0.001 0.001 0.001 +RSPO3 1 0.001 0.001 0.001 0.001 0.001 +RSPO4 1 0.001 0.001 0.001 0.001 0.001 +SBSPON 1 0.001 0.001 0.001 0.001 0.001 +SLIT1 1 0.001 0.001 0.001 0.001 0.001 +SLIT2 1 0.001 0.001 0.001 0.001 0.001 +SLIT3 1 0.001 0.001 0.001 0.001 0.001 +SMOC1 1 0.001 0.001 0.001 0.001 0.001 +SMOC2 1 0.001 0.001 0.001 0.001 0.001 +SNED1 1 0.001 0.001 0.001 0.001 0.001 +SPARC 1 0.001 0.001 0.001 0.001 0.001 +SPARCL1 1 0.001 0.001 0.001 0.001 0.001 +SPON1 1 0.001 0.001 0.001 0.001 0.001 +SPON2 1 0.001 0.001 0.001 0.001 0.001 +SPP1 1 0.001 0.001 0.001 0.001 0.001 +SRPX 1 0.001 0.001 0.001 0.001 0.001 +SRPX2 1 0.001 0.001 0.001 0.001 0.001 +SSPO 1 0.001 0.001 0.001 0.001 0.001 +SVEP1 1 0.001 0.001 0.001 0.001 0.001 +TECTA 1 0.001 0.001 0.001 0.001 0.001 +TECTB 1 0.001 0.001 0.001 0.001 0.001 +TGFBI 1 0.001 0.001 0.001 0.001 0.001 +THBS1 1 0.001 0.001 0.001 0.001 0.001 +THBS2 1 0.001 0.001 0.001 0.001 0.001 +THBS3 1 0.001 0.001 0.001 0.001 0.001 +THBS4 1 0.001 0.001 0.001 0.001 0.001 +THSD4 1 0.001 0.001 0.001 0.001 0.001 +TINAG 1 0.001 0.001 0.001 0.001 0.001 +TINAGL1 1 0.001 0.001 0.001 0.001 0.001 +TNC 1 0.001 0.001 0.001 0.001 0.001 +TNFAIP6 1 0.001 0.001 0.001 0.001 0.001 +TNN 1 0.001 0.001 0.001 0.001 0.001 +TNR 1 0.001 0.001 0.001 0.001 0.001 +TNXB 1 0.001 0.001 0.001 0.001 0.001 +TSKU 1 0.001 0.001 0.001 0.001 0.001 +TSPEAR 1 0.001 0.001 0.001 0.001 0.001 +VIT 1 0.001 0.001 0.001 0.001 0.001 +VTN 1 0.001 0.001 0.001 0.001 0.001 +VWA1 1 0.001 0.001 0.001 0.001 0.001 +VWA2 1 0.001 0.001 0.001 0.001 0.001 +VWA3A 1 0.001 0.001 0.001 0.001 0.001 +VWA3B 1 0.001 0.001 0.001 0.001 0.001 +VWA5A 1 0.001 0.001 0.001 0.001 0.001 +VWA5B1 1 0.001 0.001 0.001 0.001 0.001 +VWA5B2 1 0.001 0.001 0.001 0.001 0.001 +VWA7 1 0.001 0.001 0.001 0.001 0.001 +VWA9 1 0.001 0.001 0.001 0.001 0.001 +VWCE 1 0.001 0.001 0.001 0.001 0.001 +VWDE 1 0.001 0.001 0.001 0.001 0.001 +VWF 1 0.001 0.001 0.001 0.001 0.001 +WISP1 1 0.001 0.001 0.001 0.001 0.001 +WISP2 1 0.001 0.001 0.001 0.001 0.001 +WISP3 1 0.001 0.001 0.001 0.001 0.001 +ZP1 1 0.001 0.001 0.001 0.001 0.001 +ZP2 1 0.001 0.001 0.001 0.001 0.001 +ZP3 1 0.001 0.001 0.001 0.001 0.001 +ZP4 1 0.001 0.001 0.001 0.001 0.001 +ZPLD1 1 0.001 0.001 0.001 0.001 0.001 +COL10A1 0.001 1 0.001 0.001 0.001 0.001 +COL11A1 0.001 1 0.001 0.001 0.001 0.001 +COL11A2 0.001 1 0.001 0.001 0.001 0.001 +COL12A1 0.001 1 0.001 0.001 0.001 0.001 +COL13A1 0.001 1 0.001 0.001 0.001 0.001 +COL14A1 0.001 1 0.001 0.001 0.001 0.001 +COL15A1 0.001 1 0.001 0.001 0.001 0.001 +COL16A1 0.001 1 0.001 0.001 0.001 0.001 +COL17A1 0.001 1 0.001 0.001 0.001 0.001 +COL18A1 0.001 1 0.001 0.001 0.001 0.001 +COL19A1 0.001 1 0.001 0.001 0.001 0.001 +COL1A1 0.001 1 0.001 0.001 0.001 0.001 +COL1A2 0.001 1 0.001 0.001 0.001 0.001 +COL20A1 0.001 1 0.001 0.001 0.001 0.001 +COL21A1 0.001 1 0.001 0.001 0.001 0.001 +COL22A1 0.001 1 0.001 0.001 0.001 0.001 +COL23A1 0.001 1 0.001 0.001 0.001 0.001 +COL24A1 0.001 1 0.001 0.001 0.001 0.001 +COL25A1 0.001 1 0.001 0.001 0.001 0.001 +COL26A1 0.001 1 0.001 0.001 0.001 0.001 +COL27A1 0.001 1 0.001 0.001 0.001 0.001 +COL28A1 0.001 1 0.001 0.001 0.001 0.001 +COL2A1 0.001 1 0.001 0.001 0.001 0.001 +COL3A1 0.001 1 0.001 0.001 0.001 0.001 +COL4A1 0.001 1 0.001 0.001 0.001 0.001 +COL4A2 0.001 1 0.001 0.001 0.001 0.001 +COL4A3 0.001 1 0.001 0.001 0.001 0.001 +COL4A4 0.001 1 0.001 0.001 0.001 0.001 +COL4A5 0.001 1 0.001 0.001 0.001 0.001 +COL4A6 0.001 1 0.001 0.001 0.001 0.001 +COL5A1 0.001 1 0.001 0.001 0.001 0.001 +COL5A2 0.001 1 0.001 0.001 0.001 0.001 +COL5A3 0.001 1 0.001 0.001 0.001 0.001 +COL6A1 0.001 1 0.001 0.001 0.001 0.001 +COL6A2 0.001 1 0.001 0.001 0.001 0.001 +COL6A3 0.001 1 0.001 0.001 0.001 0.001 +COL6A5 0.001 1 0.001 0.001 0.001 0.001 +COL6A6 0.001 1 0.001 0.001 0.001 0.001 +COL7A1 0.001 1 0.001 0.001 0.001 0.001 +COL8A1 0.001 1 0.001 0.001 0.001 0.001 +COL8A2 0.001 1 0.001 0.001 0.001 0.001 +COL9A1 0.001 1 0.001 0.001 0.001 0.001 +COL9A2 0.001 1 0.001 0.001 0.001 0.001 +COL9A3 0.001 1 0.001 0.001 0.001 0.001 +ACAN 0.001 0.001 1 0.001 0.001 0.001 +ASPN 0.001 0.001 1 0.001 0.001 0.001 +BCAN 0.001 0.001 1 0.001 0.001 0.001 +BGN 0.001 0.001 1 0.001 0.001 0.001 +CHAD 0.001 0.001 1 0.001 0.001 0.001 +CHADL 0.001 0.001 1 0.001 0.001 0.001 +DCN 0.001 0.001 1 0.001 0.001 0.001 +EPYC 0.001 0.001 1 0.001 0.001 0.001 +ESM1 0.001 0.001 1 0.001 0.001 0.001 +FMOD 0.001 0.001 1 0.001 0.001 0.001 +HAPLN1 0.001 0.001 1 0.001 0.001 0.001 +HAPLN2 0.001 0.001 1 0.001 0.001 0.001 +HAPLN3 0.001 0.001 1 0.001 0.001 0.001 +HAPLN4 0.001 0.001 1 0.001 0.001 0.001 +HSPG2 0.001 0.001 1 0.001 0.001 0.001 +IMPG1 0.001 0.001 1 0.001 0.001 0.001 +IMPG2 0.001 0.001 1 0.001 0.001 0.001 +KERA 0.001 0.001 1 0.001 0.001 0.001 +LUM 0.001 0.001 1 0.001 0.001 0.001 +NCAN 0.001 0.001 1 0.001 0.001 0.001 +NYX 0.001 0.001 1 0.001 0.001 0.001 +OGN 0.001 0.001 1 0.001 0.001 0.001 +OMD 0.001 0.001 1 0.001 0.001 0.001 +OPTC 0.001 0.001 1 0.001 0.001 0.001 +PODN 0.001 0.001 1 0.001 0.001 0.001 +PODNL1 0.001 0.001 1 0.001 0.001 0.001 +PRELP 0.001 0.001 1 0.001 0.001 0.001 +PRG2 0.001 0.001 1 0.001 0.001 0.001 +PRG3 0.001 0.001 1 0.001 0.001 0.001 +PRG4 0.001 0.001 1 0.001 0.001 0.001 +SPOCK1 0.001 0.001 1 0.001 0.001 0.001 +SPOCK2 0.001 0.001 1 0.001 0.001 0.001 +SPOCK3 0.001 0.001 1 0.001 0.001 0.001 +SRGN 0.001 0.001 1 0.001 0.001 0.001 +VCAN 0.001 0.001 1 0.001 0.001 0.001 +ANXA1 0.001 0.001 0.001 1 0.001 0.001 +ANXA10 0.001 0.001 0.001 1 0.001 0.001 +ANXA11 0.001 0.001 0.001 1 0.001 0.001 +ANXA13 0.001 0.001 0.001 1 0.001 0.001 +ANXA2 0.001 0.001 0.001 1 0.001 0.001 +ANXA3 0.001 0.001 0.001 1 0.001 0.001 +ANXA4 0.001 0.001 0.001 1 0.001 0.001 +ANXA5 0.001 0.001 0.001 1 0.001 0.001 +ANXA6 0.001 0.001 0.001 1 0.001 0.001 +ANXA7 0.001 0.001 0.001 1 0.001 0.001 +ANXA8 0.001 0.001 0.001 1 0.001 0.001 +ANXA8L1 0.001 0.001 0.001 1 0.001 0.001 +ANXA9 0.001 0.001 0.001 1 0.001 0.001 +C1QA 0.001 0.001 0.001 1 0.001 0.001 +C1QB 0.001 0.001 0.001 1 0.001 0.001 +C1QC 0.001 0.001 0.001 1 0.001 0.001 +C1QL1 0.001 0.001 0.001 1 0.001 0.001 +C1QL2 0.001 0.001 0.001 1 0.001 0.001 +C1QL3 0.001 0.001 0.001 1 0.001 0.001 +C1QL4 0.001 0.001 0.001 1 0.001 0.001 +C1QTNF1 0.001 0.001 0.001 1 0.001 0.001 +C1QTNF2 0.001 0.001 0.001 1 0.001 0.001 +C1QTNF3 0.001 0.001 0.001 1 0.001 0.001 +C1QTNF4 0.001 0.001 0.001 1 0.001 0.001 +C1QTNF5 0.001 0.001 0.001 1 0.001 0.001 +C1QTNF6 0.001 0.001 0.001 1 0.001 0.001 +C1QTNF7 0.001 0.001 0.001 1 0.001 0.001 +C1QTNF8 0.001 0.001 0.001 1 0.001 0.001 +C1QTNF9 0.001 0.001 0.001 1 0.001 0.001 +CD209 0.001 0.001 0.001 1 0.001 0.001 +CLC 0.001 0.001 0.001 1 0.001 0.001 +CLEC10A 0.001 0.001 0.001 1 0.001 0.001 +CLEC11A 0.001 0.001 0.001 1 0.001 0.001 +CLEC12A 0.001 0.001 0.001 1 0.001 0.001 +CLEC12B 0.001 0.001 0.001 1 0.001 0.001 +CLEC14A 0.001 0.001 0.001 1 0.001 0.001 +CLEC17A 0.001 0.001 0.001 1 0.001 0.001 +CLEC18A 0.001 0.001 0.001 1 0.001 0.001 +CLEC18B 0.001 0.001 0.001 1 0.001 0.001 +CLEC18C 0.001 0.001 0.001 1 0.001 0.001 +CLEC19A 0.001 0.001 0.001 1 0.001 0.001 +CLEC1A 0.001 0.001 0.001 1 0.001 0.001 +CLEC1B 0.001 0.001 0.001 1 0.001 0.001 +CLEC2A 0.001 0.001 0.001 1 0.001 0.001 +CLEC2B 0.001 0.001 0.001 1 0.001 0.001 +CLEC2D 0.001 0.001 0.001 1 0.001 0.001 +CLEC2L 0.001 0.001 0.001 1 0.001 0.001 +CLEC3A 0.001 0.001 0.001 1 0.001 0.001 +CLEC3B 0.001 0.001 0.001 1 0.001 0.001 +CLEC4A 0.001 0.001 0.001 1 0.001 0.001 +CLEC4C 0.001 0.001 0.001 1 0.001 0.001 +CLEC4D 0.001 0.001 0.001 1 0.001 0.001 +CLEC4E 0.001 0.001 0.001 1 0.001 0.001 +CLEC4F 0.001 0.001 0.001 1 0.001 0.001 +CLEC4G 0.001 0.001 0.001 1 0.001 0.001 +CLEC4M 0.001 0.001 0.001 1 0.001 0.001 +CLEC5A 0.001 0.001 0.001 1 0.001 0.001 +CLEC6A 0.001 0.001 0.001 1 0.001 0.001 +CLEC7A 0.001 0.001 0.001 1 0.001 0.001 +CLEC9A 0.001 0.001 0.001 1 0.001 0.001 +COLEC10 0.001 0.001 0.001 1 0.001 0.001 +COLEC11 0.001 0.001 0.001 1 0.001 0.001 +COLEC12 0.001 0.001 0.001 1 0.001 0.001 +CSPG4 0.001 0.001 0.001 1 0.001 0.001 +CSPG5 0.001 0.001 0.001 1 0.001 0.001 +ELFN1 0.001 0.001 0.001 1 0.001 0.001 +ELFN2 0.001 0.001 0.001 1 0.001 0.001 +EMCN 0.001 0.001 0.001 1 0.001 0.001 +FCN1 0.001 0.001 0.001 1 0.001 0.001 +FCN2 0.001 0.001 0.001 1 0.001 0.001 +FCN3 0.001 0.001 0.001 1 0.001 0.001 +FREM1 0.001 0.001 0.001 1 0.001 0.001 +FREM2 0.001 0.001 0.001 1 0.001 0.001 +FREM3 0.001 0.001 0.001 1 0.001 0.001 +GPC1 0.001 0.001 0.001 1 0.001 0.001 +GPC2 0.001 0.001 0.001 1 0.001 0.001 +GPC3 0.001 0.001 0.001 1 0.001 0.001 +GPC4 0.001 0.001 0.001 1 0.001 0.001 +GPC5 0.001 0.001 0.001 1 0.001 0.001 +GPC6 0.001 0.001 0.001 1 0.001 0.001 +GREM1 0.001 0.001 0.001 1 0.001 0.001 +GRIFIN 0.001 0.001 0.001 1 0.001 0.001 +HPX 0.001 0.001 0.001 1 0.001 0.001 +HSPC159 0.001 0.001 0.001 1 0.001 0.001 +ITLN1 0.001 0.001 0.001 1 0.001 0.001 +ITLN2 0.001 0.001 0.001 1 0.001 0.001 +LGALS1 0.001 0.001 0.001 1 0.001 0.001 +LGALS12 0.001 0.001 0.001 1 0.001 0.001 +LGALS13 0.001 0.001 0.001 1 0.001 0.001 +LGALS14 0.001 0.001 0.001 1 0.001 0.001 +LGALS16 0.001 0.001 0.001 1 0.001 0.001 +LGALS2 0.001 0.001 0.001 1 0.001 0.001 +LGALS3 0.001 0.001 0.001 1 0.001 0.001 +LGALS4 0.001 0.001 0.001 1 0.001 0.001 +LGALS7 0.001 0.001 0.001 1 0.001 0.001 +LGALS8 0.001 0.001 0.001 1 0.001 0.001 +LGALS9 0.001 0.001 0.001 1 0.001 0.001 +LGALS9B 0.001 0.001 0.001 1 0.001 0.001 +LGALS9C 0.001 0.001 0.001 1 0.001 0.001 +LMAN1 0.001 0.001 0.001 1 0.001 0.001 +LMAN1L 0.001 0.001 0.001 1 0.001 0.001 +MBL2 0.001 0.001 0.001 1 0.001 0.001 +MUC1 0.001 0.001 0.001 1 0.001 0.001 +MUC12 0.001 0.001 0.001 1 0.001 0.001 +MUC13 0.001 0.001 0.001 1 0.001 0.001 +MUC15 0.001 0.001 0.001 1 0.001 0.001 +MUC16 0.001 0.001 0.001 1 0.001 0.001 +MUC17 0.001 0.001 0.001 1 0.001 0.001 +MUC19 0.001 0.001 0.001 1 0.001 0.001 +MUC2 0.001 0.001 0.001 1 0.001 0.001 +MUC20 0.001 0.001 0.001 1 0.001 0.001 +MUC21 0.001 0.001 0.001 1 0.001 0.001 +MUC22 0.001 0.001 0.001 1 0.001 0.001 +MUC3A 0.001 0.001 0.001 1 0.001 0.001 +MUC4 0.001 0.001 0.001 1 0.001 0.001 +MUC5AC 0.001 0.001 0.001 1 0.001 0.001 +MUC5B 0.001 0.001 0.001 1 0.001 0.001 +MUC6 0.001 0.001 0.001 1 0.001 0.001 +MUC7 0.001 0.001 0.001 1 0.001 0.001 +MUC8 0.001 0.001 0.001 1 0.001 0.001 +MUCL1 0.001 0.001 0.001 1 0.001 0.001 +OVGP1 0.001 0.001 0.001 1 0.001 0.001 +PARM1 0.001 0.001 0.001 1 0.001 0.001 +PLXDC1 0.001 0.001 0.001 1 0.001 0.001 +PLXDC2 0.001 0.001 0.001 1 0.001 0.001 +PLXNA1 0.001 0.001 0.001 1 0.001 0.001 +PLXNA2 0.001 0.001 0.001 1 0.001 0.001 +PLXNA3 0.001 0.001 0.001 1 0.001 0.001 +PLXNA4 0.001 0.001 0.001 1 0.001 0.001 +PLXNB1 0.001 0.001 0.001 1 0.001 0.001 +PLXNB2 0.001 0.001 0.001 1 0.001 0.001 +PLXNB3 0.001 0.001 0.001 1 0.001 0.001 +PLXNC1 0.001 0.001 0.001 1 0.001 0.001 +PLXND1 0.001 0.001 0.001 1 0.001 0.001 +PROL1 0.001 0.001 0.001 1 0.001 0.001 +REG1A 0.001 0.001 0.001 1 0.001 0.001 +REG1B 0.001 0.001 0.001 1 0.001 0.001 +REG3A 0.001 0.001 0.001 1 0.001 0.001 +REG3G 0.001 0.001 0.001 1 0.001 0.001 +REG4 0.001 0.001 0.001 1 0.001 0.001 +SDC1 0.001 0.001 0.001 1 0.001 0.001 +SDC2 0.001 0.001 0.001 1 0.001 0.001 +SDC3 0.001 0.001 0.001 1 0.001 0.001 +SDC4 0.001 0.001 0.001 1 0.001 0.001 +SEMA3A 0.001 0.001 0.001 1 0.001 0.001 +SEMA3B 0.001 0.001 0.001 1 0.001 0.001 +SEMA3C 0.001 0.001 0.001 1 0.001 0.001 +SEMA3D 0.001 0.001 0.001 1 0.001 0.001 +SEMA3E 0.001 0.001 0.001 1 0.001 0.001 +SEMA3F 0.001 0.001 0.001 1 0.001 0.001 +SEMA3G 0.001 0.001 0.001 1 0.001 0.001 +SEMA4A 0.001 0.001 0.001 1 0.001 0.001 +SEMA4B 0.001 0.001 0.001 1 0.001 0.001 +SEMA4C 0.001 0.001 0.001 1 0.001 0.001 +SEMA4D 0.001 0.001 0.001 1 0.001 0.001 +SEMA4F 0.001 0.001 0.001 1 0.001 0.001 +SEMA4G 0.001 0.001 0.001 1 0.001 0.001 +SEMA5A 0.001 0.001 0.001 1 0.001 0.001 +SEMA5B 0.001 0.001 0.001 1 0.001 0.001 +SEMA6A 0.001 0.001 0.001 1 0.001 0.001 +SEMA6B 0.001 0.001 0.001 1 0.001 0.001 +SEMA6C 0.001 0.001 0.001 1 0.001 0.001 +SEMA6D 0.001 0.001 0.001 1 0.001 0.001 +SEMA7A 0.001 0.001 0.001 1 0.001 0.001 +SFTA2 0.001 0.001 0.001 1 0.001 0.001 +SFTA3 0.001 0.001 0.001 1 0.001 0.001 +SFTPA1 0.001 0.001 0.001 1 0.001 0.001 +SFTPA2 0.001 0.001 0.001 1 0.001 0.001 +SFTPB 0.001 0.001 0.001 1 0.001 0.001 +SFTPC 0.001 0.001 0.001 1 0.001 0.001 +SFTPD 0.001 0.001 0.001 1 0.001 0.001 +A2M 0.001 0.001 0.001 0.001 1 0.001 +A2ML1 0.001 0.001 0.001 0.001 1 0.001 +ADAM10 0.001 0.001 0.001 0.001 1 0.001 +ADAM11 0.001 0.001 0.001 0.001 1 0.001 +ADAM12 0.001 0.001 0.001 0.001 1 0.001 +ADAM15 0.001 0.001 0.001 0.001 1 0.001 +ADAM17 0.001 0.001 0.001 0.001 1 0.001 +ADAM18 0.001 0.001 0.001 0.001 1 0.001 +ADAM19 0.001 0.001 0.001 0.001 1 0.001 +ADAM2 0.001 0.001 0.001 0.001 1 0.001 +ADAM20 0.001 0.001 0.001 0.001 1 0.001 +ADAM21 0.001 0.001 0.001 0.001 1 0.001 +ADAM22 0.001 0.001 0.001 0.001 1 0.001 +ADAM23 0.001 0.001 0.001 0.001 1 0.001 +ADAM28 0.001 0.001 0.001 0.001 1 0.001 +ADAM29 0.001 0.001 0.001 0.001 1 0.001 +ADAM30 0.001 0.001 0.001 0.001 1 0.001 +ADAM32 0.001 0.001 0.001 0.001 1 0.001 +ADAM33 0.001 0.001 0.001 0.001 1 0.001 +ADAM7 0.001 0.001 0.001 0.001 1 0.001 +ADAM8 0.001 0.001 0.001 0.001 1 0.001 +ADAM9 0.001 0.001 0.001 0.001 1 0.001 +ADAMDEC1 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS1 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS10 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS12 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS13 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS14 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS15 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS16 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS17 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS18 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS19 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS2 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS20 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS3 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS4 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS5 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS6 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS7 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS8 0.001 0.001 0.001 0.001 1 0.001 +ADAMTS9 0.001 0.001 0.001 0.001 1 0.001 +ADAMTSL1 0.001 0.001 0.001 0.001 1 0.001 +ADAMTSL2 0.001 0.001 0.001 0.001 1 0.001 +ADAMTSL3 0.001 0.001 0.001 0.001 1 0.001 +ADAMTSL4 0.001 0.001 0.001 0.001 1 0.001 +ADAMTSL5 0.001 0.001 0.001 0.001 1 0.001 +AGT 0.001 0.001 0.001 0.001 1 0.001 +AMBP 0.001 0.001 0.001 0.001 1 0.001 +ASTL 0.001 0.001 0.001 0.001 1 0.001 +BMP1 0.001 0.001 0.001 0.001 1 0.001 +C17orf58 0.001 0.001 0.001 0.001 1 0.001 +CD109 0.001 0.001 0.001 0.001 1 0.001 +CELA1 0.001 0.001 0.001 0.001 1 0.001 +CELA2A 0.001 0.001 0.001 0.001 1 0.001 +CELA2B 0.001 0.001 0.001 0.001 1 0.001 +CELA3A 0.001 0.001 0.001 0.001 1 0.001 +CELA3B 0.001 0.001 0.001 0.001 1 0.001 +CPAMD8 0.001 0.001 0.001 0.001 1 0.001 +CPN2 0.001 0.001 0.001 0.001 1 0.001 +CST1 0.001 0.001 0.001 0.001 1 0.001 +CST11 0.001 0.001 0.001 0.001 1 0.001 +CST2 0.001 0.001 0.001 0.001 1 0.001 +CST3 0.001 0.001 0.001 0.001 1 0.001 +CST4 0.001 0.001 0.001 0.001 1 0.001 +CST5 0.001 0.001 0.001 0.001 1 0.001 +CST6 0.001 0.001 0.001 0.001 1 0.001 +CST7 0.001 0.001 0.001 0.001 1 0.001 +CST8 0.001 0.001 0.001 0.001 1 0.001 +CST9 0.001 0.001 0.001 0.001 1 0.001 +CST9L 0.001 0.001 0.001 0.001 1 0.001 +CSTA 0.001 0.001 0.001 0.001 1 0.001 +CSTB 0.001 0.001 0.001 0.001 1 0.001 +CSTL1 0.001 0.001 0.001 0.001 1 0.001 +CTSA 0.001 0.001 0.001 0.001 1 0.001 +CTSB 0.001 0.001 0.001 0.001 1 0.001 +CTSC 0.001 0.001 0.001 0.001 1 0.001 +CTSD 0.001 0.001 0.001 0.001 1 0.001 +CTSE 0.001 0.001 0.001 0.001 1 0.001 +CTSF 0.001 0.001 0.001 0.001 1 0.001 +CTSG 0.001 0.001 0.001 0.001 1 0.001 +CTSH 0.001 0.001 0.001 0.001 1 0.001 +CTSK 0.001 0.001 0.001 0.001 1 0.001 +CTSL 0.001 0.001 0.001 0.001 1 0.001 +CTSO 0.001 0.001 0.001 0.001 1 0.001 +CTSS 0.001 0.001 0.001 0.001 1 0.001 +CTSV 0.001 0.001 0.001 0.001 1 0.001 +CTSW 0.001 0.001 0.001 0.001 1 0.001 +CTSZ 0.001 0.001 0.001 0.001 1 0.001 +EGLN1 0.001 0.001 0.001 0.001 1 0.001 +EGLN2 0.001 0.001 0.001 0.001 1 0.001 +EGLN3 0.001 0.001 0.001 0.001 1 0.001 +ELANE 0.001 0.001 0.001 0.001 1 0.001 +F10 0.001 0.001 0.001 0.001 1 0.001 +F12 0.001 0.001 0.001 0.001 1 0.001 +F13A1 0.001 0.001 0.001 0.001 1 0.001 +F13B 0.001 0.001 0.001 0.001 1 0.001 +F2 0.001 0.001 0.001 0.001 1 0.001 +F7 0.001 0.001 0.001 0.001 1 0.001 +F9 0.001 0.001 0.001 0.001 1 0.001 +FAM20A 0.001 0.001 0.001 0.001 1 0.001 +FAM20B 0.001 0.001 0.001 0.001 1 0.001 +FAM20C 0.001 0.001 0.001 0.001 1 0.001 +HABP2 0.001 0.001 0.001 0.001 1 0.001 +HMSD 0.001 0.001 0.001 0.001 1 0.001 +HPSE 0.001 0.001 0.001 0.001 1 0.001 +HPSE2 0.001 0.001 0.001 0.001 1 0.001 +HRG 0.001 0.001 0.001 0.001 1 0.001 +HTRA1 0.001 0.001 0.001 0.001 1 0.001 +HTRA3 0.001 0.001 0.001 0.001 1 0.001 +HTRA4 0.001 0.001 0.001 0.001 1 0.001 +HYAL1 0.001 0.001 0.001 0.001 1 0.001 +HYAL2 0.001 0.001 0.001 0.001 1 0.001 +HYAL3 0.001 0.001 0.001 0.001 1 0.001 +HYAL4 0.001 0.001 0.001 0.001 1 0.001 +ITIH1 0.001 0.001 0.001 0.001 1 0.001 +ITIH2 0.001 0.001 0.001 0.001 1 0.001 +ITIH3 0.001 0.001 0.001 0.001 1 0.001 +ITIH4 0.001 0.001 0.001 0.001 1 0.001 +ITIH5 0.001 0.001 0.001 0.001 1 0.001 +ITIH6 0.001 0.001 0.001 0.001 1 0.001 +KAZALD1 0.001 0.001 0.001 0.001 1 0.001 +KNG1 0.001 0.001 0.001 0.001 1 0.001 +KY 0.001 0.001 0.001 0.001 1 0.001 +LEPRE1 0.001 0.001 0.001 0.001 1 0.001 +LEPREL1 0.001 0.001 0.001 0.001 1 0.001 +LEPREL2 0.001 0.001 0.001 0.001 1 0.001 +LOX 0.001 0.001 0.001 0.001 1 0.001 +LOXL1 0.001 0.001 0.001 0.001 1 0.001 +LOXL2 0.001 0.001 0.001 0.001 1 0.001 +LOXL3 0.001 0.001 0.001 0.001 1 0.001 +LOXL4 0.001 0.001 0.001 0.001 1 0.001 +LPA 0.001 0.001 0.001 0.001 1 0.001 +MASP1 0.001 0.001 0.001 0.001 1 0.001 +MASP2 0.001 0.001 0.001 0.001 1 0.001 +MEP1A 0.001 0.001 0.001 0.001 1 0.001 +MEP1B 0.001 0.001 0.001 0.001 1 0.001 +MMP1 0.001 0.001 0.001 0.001 1 0.001 +MMP10 0.001 0.001 0.001 0.001 1 0.001 +MMP11 0.001 0.001 0.001 0.001 1 0.001 +MMP12 0.001 0.001 0.001 0.001 1 0.001 +MMP13 0.001 0.001 0.001 0.001 1 0.001 +MMP14 0.001 0.001 0.001 0.001 1 0.001 +MMP15 0.001 0.001 0.001 0.001 1 0.001 +MMP16 0.001 0.001 0.001 0.001 1 0.001 +MMP17 0.001 0.001 0.001 0.001 1 0.001 +MMP19 0.001 0.001 0.001 0.001 1 0.001 +MMP2 0.001 0.001 0.001 0.001 1 0.001 +MMP20 0.001 0.001 0.001 0.001 1 0.001 +MMP21 0.001 0.001 0.001 0.001 1 0.001 +MMP23B 0.001 0.001 0.001 0.001 1 0.001 +MMP24 0.001 0.001 0.001 0.001 1 0.001 +MMP25 0.001 0.001 0.001 0.001 1 0.001 +MMP26 0.001 0.001 0.001 0.001 1 0.001 +MMP27 0.001 0.001 0.001 0.001 1 0.001 +MMP28 0.001 0.001 0.001 0.001 1 0.001 +MMP3 0.001 0.001 0.001 0.001 1 0.001 +MMP7 0.001 0.001 0.001 0.001 1 0.001 +MMP8 0.001 0.001 0.001 0.001 1 0.001 +MMP9 0.001 0.001 0.001 0.001 1 0.001 +NGLY1 0.001 0.001 0.001 0.001 1 0.001 +OGFOD1 0.001 0.001 0.001 0.001 1 0.001 +OGFOD2 0.001 0.001 0.001 0.001 1 0.001 +P4HA1 0.001 0.001 0.001 0.001 1 0.001 +P4HA2 0.001 0.001 0.001 0.001 1 0.001 +P4HA3 0.001 0.001 0.001 0.001 1 0.001 +P4HTM 0.001 0.001 0.001 0.001 1 0.001 +PAMR1 0.001 0.001 0.001 0.001 1 0.001 +PAPPA 0.001 0.001 0.001 0.001 1 0.001 +PAPPA2 0.001 0.001 0.001 0.001 1 0.001 +PCSK5 0.001 0.001 0.001 0.001 1 0.001 +PCSK6 0.001 0.001 0.001 0.001 1 0.001 +PI3 0.001 0.001 0.001 0.001 1 0.001 +PLAT 0.001 0.001 0.001 0.001 1 0.001 +PLAU 0.001 0.001 0.001 0.001 1 0.001 +PLG 0.001 0.001 0.001 0.001 1 0.001 +PLOD1 0.001 0.001 0.001 0.001 1 0.001 +PLOD2 0.001 0.001 0.001 0.001 1 0.001 +PLOD3 0.001 0.001 0.001 0.001 1 0.001 +PRSS1 0.001 0.001 0.001 0.001 1 0.001 +PRSS12 0.001 0.001 0.001 0.001 1 0.001 +PRSS2 0.001 0.001 0.001 0.001 1 0.001 +PRSS3 0.001 0.001 0.001 0.001 1 0.001 +PZP 0.001 0.001 0.001 0.001 1 0.001 +SERPINA1 0.001 0.001 0.001 0.001 1 0.001 +SERPINA10 0.001 0.001 0.001 0.001 1 0.001 +SERPINA11 0.001 0.001 0.001 0.001 1 0.001 +SERPINA12 0.001 0.001 0.001 0.001 1 0.001 +SERPINA2 0.001 0.001 0.001 0.001 1 0.001 +SERPINA3 0.001 0.001 0.001 0.001 1 0.001 +SERPINA4 0.001 0.001 0.001 0.001 1 0.001 +SERPINA5 0.001 0.001 0.001 0.001 1 0.001 +SERPINA6 0.001 0.001 0.001 0.001 1 0.001 +SERPINA7 0.001 0.001 0.001 0.001 1 0.001 +SERPINA9 0.001 0.001 0.001 0.001 1 0.001 +SERPINB1 0.001 0.001 0.001 0.001 1 0.001 +SERPINB10 0.001 0.001 0.001 0.001 1 0.001 +SERPINB11 0.001 0.001 0.001 0.001 1 0.001 +SERPINB12 0.001 0.001 0.001 0.001 1 0.001 +SERPINB13 0.001 0.001 0.001 0.001 1 0.001 +SERPINB2 0.001 0.001 0.001 0.001 1 0.001 +SERPINB3 0.001 0.001 0.001 0.001 1 0.001 +SERPINB4 0.001 0.001 0.001 0.001 1 0.001 +SERPINB5 0.001 0.001 0.001 0.001 1 0.001 +SERPINB6 0.001 0.001 0.001 0.001 1 0.001 +SERPINB7 0.001 0.001 0.001 0.001 1 0.001 +SERPINB8 0.001 0.001 0.001 0.001 1 0.001 +SERPINB9 0.001 0.001 0.001 0.001 1 0.001 +SERPINC1 0.001 0.001 0.001 0.001 1 0.001 +SERPIND1 0.001 0.001 0.001 0.001 1 0.001 +SERPINE1 0.001 0.001 0.001 0.001 1 0.001 +SERPINE2 0.001 0.001 0.001 0.001 1 0.001 +SERPINE3 0.001 0.001 0.001 0.001 1 0.001 +SERPINF1 0.001 0.001 0.001 0.001 1 0.001 +SERPINF2 0.001 0.001 0.001 0.001 1 0.001 +SERPING1 0.001 0.001 0.001 0.001 1 0.001 +SERPINH1 0.001 0.001 0.001 0.001 1 0.001 +SERPINI1 0.001 0.001 0.001 0.001 1 0.001 +SERPINI2 0.001 0.001 0.001 0.001 1 0.001 +SLPI 0.001 0.001 0.001 0.001 1 0.001 +SPAM1 0.001 0.001 0.001 0.001 1 0.001 +ST14 0.001 0.001 0.001 0.001 1 0.001 +SULF1 0.001 0.001 0.001 0.001 1 0.001 +SULF2 0.001 0.001 0.001 0.001 1 0.001 +TGM1 0.001 0.001 0.001 0.001 1 0.001 +TGM2 0.001 0.001 0.001 0.001 1 0.001 +TGM3 0.001 0.001 0.001 0.001 1 0.001 +TGM4 0.001 0.001 0.001 0.001 1 0.001 +TGM5 0.001 0.001 0.001 0.001 1 0.001 +TGM6 0.001 0.001 0.001 0.001 1 0.001 +TGM7 0.001 0.001 0.001 0.001 1 0.001 +TIMP1 0.001 0.001 0.001 0.001 1 0.001 +TIMP2 0.001 0.001 0.001 0.001 1 0.001 +TIMP3 0.001 0.001 0.001 0.001 1 0.001 +TIMP4 0.001 0.001 0.001 0.001 1 0.001 +TLL1 0.001 0.001 0.001 0.001 1 0.001 +TLL2 0.001 0.001 0.001 0.001 1 0.001 +TMPRSS15 0.001 0.001 0.001 0.001 1 0.001 +AMH 0.001 0.001 0.001 0.001 0.001 1 +ANGPT1 0.001 0.001 0.001 0.001 0.001 1 +ANGPT2 0.001 0.001 0.001 0.001 0.001 1 +ANGPT4 0.001 0.001 0.001 0.001 0.001 1 +ANGPTL1 0.001 0.001 0.001 0.001 0.001 1 +ANGPTL2 0.001 0.001 0.001 0.001 0.001 1 +ANGPTL3 0.001 0.001 0.001 0.001 0.001 1 +ANGPTL4 0.001 0.001 0.001 0.001 0.001 1 +ANGPTL5 0.001 0.001 0.001 0.001 0.001 1 +ANGPTL6 0.001 0.001 0.001 0.001 0.001 1 +ANGPTL7 0.001 0.001 0.001 0.001 0.001 1 +AREG 0.001 0.001 0.001 0.001 0.001 1 +ARTN 0.001 0.001 0.001 0.001 0.001 1 +BDNF 0.001 0.001 0.001 0.001 0.001 1 +BMP10 0.001 0.001 0.001 0.001 0.001 1 +BMP15 0.001 0.001 0.001 0.001 0.001 1 +BMP2 0.001 0.001 0.001 0.001 0.001 1 +BMP3 0.001 0.001 0.001 0.001 0.001 1 +BMP4 0.001 0.001 0.001 0.001 0.001 1 +BMP5 0.001 0.001 0.001 0.001 0.001 1 +BMP6 0.001 0.001 0.001 0.001 0.001 1 +BMP7 0.001 0.001 0.001 0.001 0.001 1 +BMP8A 0.001 0.001 0.001 0.001 0.001 1 +BMP8B 0.001 0.001 0.001 0.001 0.001 1 +BRINP2 0.001 0.001 0.001 0.001 0.001 1 +BRINP3 0.001 0.001 0.001 0.001 0.001 1 +BTC 0.001 0.001 0.001 0.001 0.001 1 +C1QTNF9B 0.001 0.001 0.001 0.001 0.001 1 +CBLN1 0.001 0.001 0.001 0.001 0.001 1 +CBLN2 0.001 0.001 0.001 0.001 0.001 1 +CBLN3 0.001 0.001 0.001 0.001 0.001 1 +CBLN4 0.001 0.001 0.001 0.001 0.001 1 +CCBE1 0.001 0.001 0.001 0.001 0.001 1 +CCL1 0.001 0.001 0.001 0.001 0.001 1 +CCL11 0.001 0.001 0.001 0.001 0.001 1 +CCL13 0.001 0.001 0.001 0.001 0.001 1 +CCL14 0.001 0.001 0.001 0.001 0.001 1 +CCL15 0.001 0.001 0.001 0.001 0.001 1 +CCL16 0.001 0.001 0.001 0.001 0.001 1 +CCL17 0.001 0.001 0.001 0.001 0.001 1 +CCL18 0.001 0.001 0.001 0.001 0.001 1 +CCL19 0.001 0.001 0.001 0.001 0.001 1 +CCL2 0.001 0.001 0.001 0.001 0.001 1 +CCL20 0.001 0.001 0.001 0.001 0.001 1 +CCL21 0.001 0.001 0.001 0.001 0.001 1 +CCL22 0.001 0.001 0.001 0.001 0.001 1 +CCL23 0.001 0.001 0.001 0.001 0.001 1 +CCL24 0.001 0.001 0.001 0.001 0.001 1 +CCL25 0.001 0.001 0.001 0.001 0.001 1 +CCL26 0.001 0.001 0.001 0.001 0.001 1 +CCL27 0.001 0.001 0.001 0.001 0.001 1 +CCL28 0.001 0.001 0.001 0.001 0.001 1 +CCL3 0.001 0.001 0.001 0.001 0.001 1 +CCL3L3 0.001 0.001 0.001 0.001 0.001 1 +CCL4 0.001 0.001 0.001 0.001 0.001 1 +CCL4L1 0.001 0.001 0.001 0.001 0.001 1 +CCL4L2 0.001 0.001 0.001 0.001 0.001 1 +CCL5 0.001 0.001 0.001 0.001 0.001 1 +CCL7 0.001 0.001 0.001 0.001 0.001 1 +CCL8 0.001 0.001 0.001 0.001 0.001 1 +CFC1 0.001 0.001 0.001 0.001 0.001 1 +CFC1B 0.001 0.001 0.001 0.001 0.001 1 +CHRD 0.001 0.001 0.001 0.001 0.001 1 +CHRDL1 0.001 0.001 0.001 0.001 0.001 1 +CHRDL2 0.001 0.001 0.001 0.001 0.001 1 +CLCF1 0.001 0.001 0.001 0.001 0.001 1 +CNTF 0.001 0.001 0.001 0.001 0.001 1 +CRHBP 0.001 0.001 0.001 0.001 0.001 1 +CRLF1 0.001 0.001 0.001 0.001 0.001 1 +CRLF3 0.001 0.001 0.001 0.001 0.001 1 +CRNN 0.001 0.001 0.001 0.001 0.001 1 +CSF1 0.001 0.001 0.001 0.001 0.001 1 +CSF2 0.001 0.001 0.001 0.001 0.001 1 +CSF3 0.001 0.001 0.001 0.001 0.001 1 +CSH1 0.001 0.001 0.001 0.001 0.001 1 +CSH2 0.001 0.001 0.001 0.001 0.001 1 +CSHL1 0.001 0.001 0.001 0.001 0.001 1 +CTF1 0.001 0.001 0.001 0.001 0.001 1 +CX3CL1 0.001 0.001 0.001 0.001 0.001 1 +CXCL1 0.001 0.001 0.001 0.001 0.001 1 +CXCL10 0.001 0.001 0.001 0.001 0.001 1 +CXCL11 0.001 0.001 0.001 0.001 0.001 1 +CXCL12 0.001 0.001 0.001 0.001 0.001 1 +CXCL13 0.001 0.001 0.001 0.001 0.001 1 +CXCL14 0.001 0.001 0.001 0.001 0.001 1 +CXCL2 0.001 0.001 0.001 0.001 0.001 1 +CXCL3 0.001 0.001 0.001 0.001 0.001 1 +CXCL5 0.001 0.001 0.001 0.001 0.001 1 +CXCL6 0.001 0.001 0.001 0.001 0.001 1 +CXCL8 0.001 0.001 0.001 0.001 0.001 1 +CXCL9 0.001 0.001 0.001 0.001 0.001 1 +DHH 0.001 0.001 0.001 0.001 0.001 1 +EBI3 0.001 0.001 0.001 0.001 0.001 1 +EDA 0.001 0.001 0.001 0.001 0.001 1 +EGF 0.001 0.001 0.001 0.001 0.001 1 +EGFL6 0.001 0.001 0.001 0.001 0.001 1 +EGFL7 0.001 0.001 0.001 0.001 0.001 1 +EGFL8 0.001 0.001 0.001 0.001 0.001 1 +EPGN 0.001 0.001 0.001 0.001 0.001 1 +EPO 0.001 0.001 0.001 0.001 0.001 1 +EREG 0.001 0.001 0.001 0.001 0.001 1 +FASLG 0.001 0.001 0.001 0.001 0.001 1 +FGF1 0.001 0.001 0.001 0.001 0.001 1 +FGF10 0.001 0.001 0.001 0.001 0.001 1 +FGF11 0.001 0.001 0.001 0.001 0.001 1 +FGF12 0.001 0.001 0.001 0.001 0.001 1 +FGF13 0.001 0.001 0.001 0.001 0.001 1 +FGF14 0.001 0.001 0.001 0.001 0.001 1 +FGF16 0.001 0.001 0.001 0.001 0.001 1 +FGF17 0.001 0.001 0.001 0.001 0.001 1 +FGF18 0.001 0.001 0.001 0.001 0.001 1 +FGF19 0.001 0.001 0.001 0.001 0.001 1 +FGF2 0.001 0.001 0.001 0.001 0.001 1 +FGF20 0.001 0.001 0.001 0.001 0.001 1 +FGF21 0.001 0.001 0.001 0.001 0.001 1 +FGF22 0.001 0.001 0.001 0.001 0.001 1 +FGF23 0.001 0.001 0.001 0.001 0.001 1 +FGF3 0.001 0.001 0.001 0.001 0.001 1 +FGF4 0.001 0.001 0.001 0.001 0.001 1 +FGF5 0.001 0.001 0.001 0.001 0.001 1 +FGF6 0.001 0.001 0.001 0.001 0.001 1 +FGF7 0.001 0.001 0.001 0.001 0.001 1 +FGF8 0.001 0.001 0.001 0.001 0.001 1 +FGF9 0.001 0.001 0.001 0.001 0.001 1 +FGFBP1 0.001 0.001 0.001 0.001 0.001 1 +FGFBP2 0.001 0.001 0.001 0.001 0.001 1 +FGFBP3 0.001 0.001 0.001 0.001 0.001 1 +FIGF 0.001 0.001 0.001 0.001 0.001 1 +FLG 0.001 0.001 0.001 0.001 0.001 1 +FLG2 0.001 0.001 0.001 0.001 0.001 1 +FLT3LG 0.001 0.001 0.001 0.001 0.001 1 +FRZB 0.001 0.001 0.001 0.001 0.001 1 +FST 0.001 0.001 0.001 0.001 0.001 1 +FSTL1 0.001 0.001 0.001 0.001 0.001 1 +FSTL3 0.001 0.001 0.001 0.001 0.001 1 +GDF1 0.001 0.001 0.001 0.001 0.001 1 +GDF10 0.001 0.001 0.001 0.001 0.001 1 +GDF11 0.001 0.001 0.001 0.001 0.001 1 +GDF15 0.001 0.001 0.001 0.001 0.001 1 +GDF2 0.001 0.001 0.001 0.001 0.001 1 +GDF3 0.001 0.001 0.001 0.001 0.001 1 +GDF5 0.001 0.001 0.001 0.001 0.001 1 +GDF6 0.001 0.001 0.001 0.001 0.001 1 +GDF7 0.001 0.001 0.001 0.001 0.001 1 +GDF9 0.001 0.001 0.001 0.001 0.001 1 +GDNF 0.001 0.001 0.001 0.001 0.001 1 +GH1 0.001 0.001 0.001 0.001 0.001 1 +GH2 0.001 0.001 0.001 0.001 0.001 1 +HBEGF 0.001 0.001 0.001 0.001 0.001 1 +HCFC1 0.001 0.001 0.001 0.001 0.001 1 +HCFC2 0.001 0.001 0.001 0.001 0.001 1 +HGF 0.001 0.001 0.001 0.001 0.001 1 +HGFAC 0.001 0.001 0.001 0.001 0.001 1 +HHIP 0.001 0.001 0.001 0.001 0.001 1 +HRNR 0.001 0.001 0.001 0.001 0.001 1 +IFNA1 0.001 0.001 0.001 0.001 0.001 1 +IFNA10 0.001 0.001 0.001 0.001 0.001 1 +IFNA13 0.001 0.001 0.001 0.001 0.001 1 +IFNA14 0.001 0.001 0.001 0.001 0.001 1 +IFNA16 0.001 0.001 0.001 0.001 0.001 1 +IFNA17 0.001 0.001 0.001 0.001 0.001 1 +IFNA2 0.001 0.001 0.001 0.001 0.001 1 +IFNA21 0.001 0.001 0.001 0.001 0.001 1 +IFNA4 0.001 0.001 0.001 0.001 0.001 1 +IFNA5 0.001 0.001 0.001 0.001 0.001 1 +IFNA6 0.001 0.001 0.001 0.001 0.001 1 +IFNA7 0.001 0.001 0.001 0.001 0.001 1 +IFNA8 0.001 0.001 0.001 0.001 0.001 1 +IFNB1 0.001 0.001 0.001 0.001 0.001 1 +IFNE 0.001 0.001 0.001 0.001 0.001 1 +IFNG 0.001 0.001 0.001 0.001 0.001 1 +IFNK 0.001 0.001 0.001 0.001 0.001 1 +IFNW1 0.001 0.001 0.001 0.001 0.001 1 +IGF1 0.001 0.001 0.001 0.001 0.001 1 +IGF2 0.001 0.001 0.001 0.001 0.001 1 +IHH 0.001 0.001 0.001 0.001 0.001 1 +IL10 0.001 0.001 0.001 0.001 0.001 1 +IL11 0.001 0.001 0.001 0.001 0.001 1 +IL12A 0.001 0.001 0.001 0.001 0.001 1 +IL12B 0.001 0.001 0.001 0.001 0.001 1 +IL13 0.001 0.001 0.001 0.001 0.001 1 +IL15 0.001 0.001 0.001 0.001 0.001 1 +IL16 0.001 0.001 0.001 0.001 0.001 1 +IL17A 0.001 0.001 0.001 0.001 0.001 1 +IL17B 0.001 0.001 0.001 0.001 0.001 1 +IL17C 0.001 0.001 0.001 0.001 0.001 1 +IL17D 0.001 0.001 0.001 0.001 0.001 1 +IL17F 0.001 0.001 0.001 0.001 0.001 1 +IL18 0.001 0.001 0.001 0.001 0.001 1 +IL19 0.001 0.001 0.001 0.001 0.001 1 +IL1A 0.001 0.001 0.001 0.001 0.001 1 +IL1B 0.001 0.001 0.001 0.001 0.001 1 +IL1F10 0.001 0.001 0.001 0.001 0.001 1 +IL1F5 0.001 0.001 0.001 0.001 0.001 1 +IL1F6 0.001 0.001 0.001 0.001 0.001 1 +IL1F7 0.001 0.001 0.001 0.001 0.001 1 +IL1F8 0.001 0.001 0.001 0.001 0.001 1 +IL1F9 0.001 0.001 0.001 0.001 0.001 1 +IL1RN 0.001 0.001 0.001 0.001 0.001 1 +IL2 0.001 0.001 0.001 0.001 0.001 1 +IL20 0.001 0.001 0.001 0.001 0.001 1 +IL22 0.001 0.001 0.001 0.001 0.001 1 +IL23A 0.001 0.001 0.001 0.001 0.001 1 +IL24 0.001 0.001 0.001 0.001 0.001 1 +IL25 0.001 0.001 0.001 0.001 0.001 1 +IL26 0.001 0.001 0.001 0.001 0.001 1 +IL3 0.001 0.001 0.001 0.001 0.001 1 +IL34 0.001 0.001 0.001 0.001 0.001 1 +IL4 0.001 0.001 0.001 0.001 0.001 1 +IL5 0.001 0.001 0.001 0.001 0.001 1 +IL6 0.001 0.001 0.001 0.001 0.001 1 +IL7 0.001 0.001 0.001 0.001 0.001 1 +IL9 0.001 0.001 0.001 0.001 0.001 1 +INHA 0.001 0.001 0.001 0.001 0.001 1 +INHBA 0.001 0.001 0.001 0.001 0.001 1 +INHBB 0.001 0.001 0.001 0.001 0.001 1 +INHBC 0.001 0.001 0.001 0.001 0.001 1 +INHBE 0.001 0.001 0.001 0.001 0.001 1 +INS 0.001 0.001 0.001 0.001 0.001 1 +INS-IGF2 0.001 0.001 0.001 0.001 0.001 1 +INSL3 0.001 0.001 0.001 0.001 0.001 1 +INSL5 0.001 0.001 0.001 0.001 0.001 1 +INSL6 0.001 0.001 0.001 0.001 0.001 1 +ISM1 0.001 0.001 0.001 0.001 0.001 1 +ISM2 0.001 0.001 0.001 0.001 0.001 1 +KITLG 0.001 0.001 0.001 0.001 0.001 1 +LEFTY1 0.001 0.001 0.001 0.001 0.001 1 +LEFTY2 0.001 0.001 0.001 0.001 0.001 1 +LEP 0.001 0.001 0.001 0.001 0.001 1 +LIF 0.001 0.001 0.001 0.001 0.001 1 +LTA 0.001 0.001 0.001 0.001 0.001 1 +LTB 0.001 0.001 0.001 0.001 0.001 1 +MDK 0.001 0.001 0.001 0.001 0.001 1 +MEGF10 0.001 0.001 0.001 0.001 0.001 1 +MEGF11 0.001 0.001 0.001 0.001 0.001 1 +MEGF6 0.001 0.001 0.001 0.001 0.001 1 +MEGF8 0.001 0.001 0.001 0.001 0.001 1 +MEGF9 0.001 0.001 0.001 0.001 0.001 1 +MST1 0.001 0.001 0.001 0.001 0.001 1 +MST1L 0.001 0.001 0.001 0.001 0.001 1 +MSTN 0.001 0.001 0.001 0.001 0.001 1 +NGF 0.001 0.001 0.001 0.001 0.001 1 +NODAL 0.001 0.001 0.001 0.001 0.001 1 +NRG1 0.001 0.001 0.001 0.001 0.001 1 +NRG2 0.001 0.001 0.001 0.001 0.001 1 +NRG3 0.001 0.001 0.001 0.001 0.001 1 +NRG4 0.001 0.001 0.001 0.001 0.001 1 +NRTN 0.001 0.001 0.001 0.001 0.001 1 +NTF3 0.001 0.001 0.001 0.001 0.001 1 +NTF4 0.001 0.001 0.001 0.001 0.001 1 +OSM 0.001 0.001 0.001 0.001 0.001 1 +PDGFA 0.001 0.001 0.001 0.001 0.001 1 +PDGFB 0.001 0.001 0.001 0.001 0.001 1 +PDGFC 0.001 0.001 0.001 0.001 0.001 1 +PDGFD 0.001 0.001 0.001 0.001 0.001 1 +PF4 0.001 0.001 0.001 0.001 0.001 1 +PF4V1 0.001 0.001 0.001 0.001 0.001 1 +PGF 0.001 0.001 0.001 0.001 0.001 1 +PIK3IP1 0.001 0.001 0.001 0.001 0.001 1 +PPBP 0.001 0.001 0.001 0.001 0.001 1 +PRL 0.001 0.001 0.001 0.001 0.001 1 +PSPN 0.001 0.001 0.001 0.001 0.001 1 +PTN 0.001 0.001 0.001 0.001 0.001 1 +RPTN 0.001 0.001 0.001 0.001 0.001 1 +S100A1 0.001 0.001 0.001 0.001 0.001 1 +S100A10 0.001 0.001 0.001 0.001 0.001 1 +S100A11 0.001 0.001 0.001 0.001 0.001 1 +S100A12 0.001 0.001 0.001 0.001 0.001 1 +S100A13 0.001 0.001 0.001 0.001 0.001 1 +S100A14 0.001 0.001 0.001 0.001 0.001 1 +S100A16 0.001 0.001 0.001 0.001 0.001 1 +S100A2 0.001 0.001 0.001 0.001 0.001 1 +S100A3 0.001 0.001 0.001 0.001 0.001 1 +S100A4 0.001 0.001 0.001 0.001 0.001 1 +S100A5 0.001 0.001 0.001 0.001 0.001 1 +S100A6 0.001 0.001 0.001 0.001 0.001 1 +S100A7 0.001 0.001 0.001 0.001 0.001 1 +S100A7A 0.001 0.001 0.001 0.001 0.001 1 +S100A7L2 0.001 0.001 0.001 0.001 0.001 1 +S100A8 0.001 0.001 0.001 0.001 0.001 1 +S100A9 0.001 0.001 0.001 0.001 0.001 1 +S100B 0.001 0.001 0.001 0.001 0.001 1 +S100G 0.001 0.001 0.001 0.001 0.001 1 +S100P 0.001 0.001 0.001 0.001 0.001 1 +S100Z 0.001 0.001 0.001 0.001 0.001 1 +SCUBE1 0.001 0.001 0.001 0.001 0.001 1 +SCUBE2 0.001 0.001 0.001 0.001 0.001 1 +SCUBE3 0.001 0.001 0.001 0.001 0.001 1 +SFRP1 0.001 0.001 0.001 0.001 0.001 1 +SFRP2 0.001 0.001 0.001 0.001 0.001 1 +SFRP4 0.001 0.001 0.001 0.001 0.001 1 +SFRP5 0.001 0.001 0.001 0.001 0.001 1 +SHH 0.001 0.001 0.001 0.001 0.001 1 +TCHH 0.001 0.001 0.001 0.001 0.001 1 +TCHHL1 0.001 0.001 0.001 0.001 0.001 1 +TDGF1 0.001 0.001 0.001 0.001 0.001 1 +TGFA 0.001 0.001 0.001 0.001 0.001 1 +TGFB1 0.001 0.001 0.001 0.001 0.001 1 +TGFB2 0.001 0.001 0.001 0.001 0.001 1 +TGFB3 0.001 0.001 0.001 0.001 0.001 1 +THPO 0.001 0.001 0.001 0.001 0.001 1 +TNF 0.001 0.001 0.001 0.001 0.001 1 +TNFSF10 0.001 0.001 0.001 0.001 0.001 1 +TNFSF11 0.001 0.001 0.001 0.001 0.001 1 +TNFSF12 0.001 0.001 0.001 0.001 0.001 1 +TNFSF13 0.001 0.001 0.001 0.001 0.001 1 +TNFSF13B 0.001 0.001 0.001 0.001 0.001 1 +TNFSF14 0.001 0.001 0.001 0.001 0.001 1 +TNFSF15 0.001 0.001 0.001 0.001 0.001 1 +TNFSF18 0.001 0.001 0.001 0.001 0.001 1 +TNFSF4 0.001 0.001 0.001 0.001 0.001 1 +TNFSF8 0.001 0.001 0.001 0.001 0.001 1 +TNFSF9 0.001 0.001 0.001 0.001 0.001 1 +TPO 0.001 0.001 0.001 0.001 0.001 1 +VEGFA 0.001 0.001 0.001 0.001 0.001 1 +VEGFB 0.001 0.001 0.001 0.001 0.001 1 +VEGFC 0.001 0.001 0.001 0.001 0.001 1 +VWC2 0.001 0.001 0.001 0.001 0.001 1 +VWC2L 0.001 0.001 0.001 0.001 0.001 1 +WFIKKN1 0.001 0.001 0.001 0.001 0.001 1 +WFIKKN2 0.001 0.001 0.001 0.001 0.001 1 +WIF1 0.001 0.001 0.001 0.001 0.001 1 +WNT1 0.001 0.001 0.001 0.001 0.001 1 +WNT10A 0.001 0.001 0.001 0.001 0.001 1 +WNT10B 0.001 0.001 0.001 0.001 0.001 1 +WNT11 0.001 0.001 0.001 0.001 0.001 1 +WNT16 0.001 0.001 0.001 0.001 0.001 1 +WNT2 0.001 0.001 0.001 0.001 0.001 1 +WNT2B 0.001 0.001 0.001 0.001 0.001 1 +WNT3 0.001 0.001 0.001 0.001 0.001 1 +WNT3A 0.001 0.001 0.001 0.001 0.001 1 +WNT4 0.001 0.001 0.001 0.001 0.001 1 +WNT5A 0.001 0.001 0.001 0.001 0.001 1 +WNT5B 0.001 0.001 0.001 0.001 0.001 1 +WNT6 0.001 0.001 0.001 0.001 0.001 1 +WNT7A 0.001 0.001 0.001 0.001 0.001 1 +WNT7B 0.001 0.001 0.001 0.001 0.001 1 +WNT8A 0.001 0.001 0.001 0.001 0.001 1 +WNT8B 0.001 0.001 0.001 0.001 0.001 1 +WNT9A 0.001 0.001 0.001 0.001 0.001 1 +WNT9B 0.001 0.001 0.001 0.001 0.001 1 +XCL1 0.001 0.001 0.001 0.001 0.001 1 +XCL2 0.001 0.001 0.001 0.001 0.001 1 +ZFP91 0.001 0.001 0.001 0.001 0.001 1 diff --git a/signature_matrices/getSigMatrices.R b/signature_matrices/getSigMatrices.R index 66bb74a..89e77b6 100644 --- a/signature_matrices/getSigMatrices.R +++ b/signature_matrices/getSigMatrices.R @@ -10,15 +10,15 @@ main<-function(){ sampval <-as.numeric(trimws(argv[2])) print(sampval) #reshape matrisome to adhere to standards - if(tolower(sig_name)=='matrisome'){ - tab <- readxl::read_xlsx('/Hs_Matrisome_Masterlist_Naba et al_2012.xlsx')[,c(2:3)]|> - mutate(value=1.0)|> - tidyr::pivot_wider(names_from='Category',values_from='value',values_fill=0.001)|> - tibble::column_to_rownames('Gene Symbol') - - write.table(tab,'./Matrisome.txt',row.names=T,sep='\t',quote=F) - - } +# if(tolower(sig_name)=='matrisome'){ +# tabi <- readxl::read_xlsx('/Hs_Matrisome_Masterlist_Naba et al_2012.xlsx')[,c(2:3)]|> +# mutate(value=1.0)|> +# tidyr::pivot_wider(names_from='Category',values_from='value',values_fill=0.001)|> +# tibble::column_to_rownames('Gene Symbol') +# +# write.table(tabi,'./Matrisome.txt',row.names=T,sep='\t',quote=F) +# +# } print('providing sampled signature matrix')