Gene Description Ranks Rank/Score CREB3L1 12.95 12.95 VCAN 12.63 12.63 PLA2G10 12.15 12.15 PDGFA 12.03 12.03 MMP15 11.96 11.96 POSTN 11.43 11.43 COL4A2 11.35 11.35 MMP2 11.1 11.1 LOXL2 10.14 10.14 ICAM2 10.11 10.11 NID1 10.04 10.04 PXDN 10.01 10.01 COL5A2 10.01 10.01 LUM 9.99 9.99 HSPG2 9.82 9.82 COL1A1 9.72 9.72 COL1A2 9.69 9.69 FN1 9.61 9.61 ACSL3 9.57 9.57 COL4A6 9.41 9.41 COL5A1 9.25 9.25 COL4A5 9.24 9.24 A2M 9.22 9.22 APP 9.16 9.16 DAG1 9.09 9.09 COL3A1 9 9 LAMA4 8.8 8.8 COL6A1 8.78 8.78 COL6A3 8.66 8.66 MMP1 8.56 8.56 TIMP1 8.56 8.56 P3H4 8.56 8.56 SPARC 8.44 8.44 MYH11 8.39 8.39 DPT 8.31 8.31 COL6A2 8.28 8.28 ITGA6 8.23 8.23 ITGB4 7.97 7.97 FBN2 7.96 7.96 ITGAV 7.87 7.87 DCN 7.79 7.79 COL4A1 7.78 7.78 LAMC1 7.67 7.67 COL15A1 7.62 7.62 LAMC2 7.61 7.61 AGRN 7.56 7.56 JAM3 7.51 7.51 ABCG1 7.49 7.49 VCAM1 7.48 7.48 MFAP4 7.4 7.39 ADAMTS5 7.29 7.29 HTRA1 7.17 7.17 ECM2 7.09 7.09 FBN1 7.06 7.06 LAMA3 7.03 7.03 SERPINH1 7.01 7.01 TTR 6.94 6.94 APOE 6.88 6.88 LOXL1 6.81 6.81 CTSK 6.69 6.69 COL13A1 6.69 6.69 LAMB1 6.58 6.58 LAMB2 6.56 6.56 LAMB3 6.5 6.5 FLOT1 6.47 6.47 NDNF 6.29 6.29 NID2 6.27 6.27 APOC1 6.14 6.14 CTSL 6.1 6.1 HAPLN1 6.03 6.03 SCARB1 6.02 6.02 KDR 6 6 SLC39A8 5.98 5.98 ST7 5.86 5.86 AGT 5.84 5.84 RECK 5.8 5.8 ITGB1 5.79 5.79 NF1 5.75 5.75 MMP28 5.69 5.7 FBLN5 5.67 5.67 PRKACB 5.66 5.66 COL16A1 5.65 5.65 MMP7 5.61 5.61 COL9A2 5.53 5.53 LAMA2 5.48 5.48 ADAMTS1 5.47 5.47 LIPG 5.19 5.19 ADAM8 5.12 5.12 JAM2 5.11 5.11 TLL2 5.03 5.03 BSG 5.03 5.03 TGFBI 4.81 4.81 COL4A3 4.65 4.65 MMP19 4.62 4.62 GAS6 4.57 4.57 MFAP5 4.54 4.54 SOAT1 4.5 4.5 CD34 4.45 4.45 MADCAM1 4.41 4.41 LPCAT3 4.3 4.3 MMP3 4.22 4.22 CTSS 4.06 4.06 ITGA8 4.03 4.03 ITGA1 4.03 4.03 MMP11 3.91 3.91 ITGA7 3.87 3.87 TPSAB1 3.83 3.83 THBS1 3.77 3.77 COL2A1 3.72 3.72 LPL 3.7 3.7 GREM1 3.65 3.65 DDR2 3.64 3.64 BGN 3.54 3.54 COL9A3 3.36 3.36 ADAMTS2 3.34 3.34 CDH1 3.28 3.28 CYP1B1 3.25 3.25 DDR1 3.21 3.21 FGG 3.21 3.21 APOA1 3.19 3.19 PRSS1 3.15 3.15 HPN 3.15 3.15 COL18A1 3.02 3.02 QSOX1 2.94 2.94 PRKACA 2.92 2.92 APOB 2.79 2.79 CAPN2 2.78 2.78 MTTP 2.73 2.73 PLA2G7 2.72 2.72 FGF2 2.6 2.6 FGB 2.58 2.58 FGA 2.56 2.56 ADAMTSL3 2.52 2.52 ITGA5 2.51 2.51 P4HB 2.47 2.47 BMP1 2.44 2.44 MMP12 2.42 2.42 MMP10 2.25 2.25 LCAT 2.22 2.22 COMP 2.17 2.17 FLRT2 2.16 2.16 CTRB2 2.07 2.07 SPP1 1.92 1.92 COL14A1 1.82 1.82 HAS2 1.72 1.72 PLTP 1.65 1.65 SULF1 1.62 1.62 COL9A1 1.57 1.57 ELN 1.54 1.54 MPO 1.52 1.52 ICAM3 1.45 1.45 FURIN 1.41 1.41 ATP7A 1.34 1.34 KLKB1 1.34 1.34 ICAM1 1.31 1.31 ITGA10 1.3 1.3 ICAM4 1.19 1.19 APOC3 1.12 1.12 ADAMTS9 1.05 1.05 LTBP3 1.04 1.04 ICAM5 1 1 PLA2G2A 0.98 0.98 MMP13 0.92 0.92 MATN3 0.81 0.81 COLQ 0.7 0.7 AGTR1 0.69 0.69 MMP9 0.68 0.68 SOAT2 0.65 0.65 APOA4 0.65 0.65 CRTAP 0.48 0.48 ADAMTS3 0.42 0.42 COL17A1 0.35 0.35 SERPINE1 0.16 0.16 RAMP2 -0 -0 CMA1 -0.01 -0.01 ITGAX -0.04 -0.04 ADAMTS12 -0.15 -0.15 ITGAM -0.17 -0.17 LPA -0.21 -0.21 F11R -0.27 -0.27 TEX14 -0.38 -0.38 COL4A4 -0.5 -0.5 TLL1 -0.51 -0.51 MMP8 -0.52 -0.52 MMP27 -0.65 -0.65 ELANE -0.7 -0.7 ADAM15 -0.71 -0.71 ITGA9 -0.72 -0.72 MMP26 -0.74 -0.74 ITGAL -0.77 -0.77 ADAM12 -0.78 -0.78 CAPNS1 -0.82 -0.82 IBSP -0.87 -0.87 NTNG1 -1.01 -1.01 ITGA4 -1.04 -1.04 MMP17 -1.05 -1.05 CAPG -1.09 -1.09 COL19A1 -1.09 -1.09 NPHS1 -1.13 -1.13 TNXB -1.13 -1.13 ADAMTS6 -1.14 -1.14 TMPRSS6 -1.14 -1.14 NCAN -1.17 -1.17 LIPC -1.2 -1.2 COL11A2 -1.2 -1.2 ADAMTSL2 -1.24 -1.24 LAMA5 -1.33 -1.33 PRKACG -1.36 -1.36 CETP -1.41 -1.41 ITGB6 -1.41 -1.41 KLK2 -1.43 -1.43 ADAMTS8 -1.46 -1.46 LAMC3 -1.49 -1.49 TNR -1.51 -1.51 MMP20 -1.53 -1.53 MYO1E -1.56 -1.56 APOM -1.61 -1.61 PLA2G5 -1.62 -1.62 ADAMTS13 -1.7 -1.7 ITGB3 -1.74 -1.74 SPOCK2 -1.78 -1.78 TNC -1.92 -1.92 ITGB5 -1.95 -1.95 VWF -1.96 -1.96 COL8A1 -1.97 -1.97 DMP1 -2.12 -2.12 LCP1 -2.16 -2.16 ADAM19 -2.22 -2.22 WT1 -2.24 -2.24 ADAMTS7 -2.26 -2.26 ADAMTS20 -2.27 -2.27 PLG -2.47 -2.47 TGFBR1 -2.53 -2.53 BCAN -2.62 -2.62 TGFB2 -2.66 -2.66 LOX -2.67 -2.67 MATN1 -2.8 -2.8 MMP14 -2.87 -2.87 ITGAE -2.91 -2.91 ABCA5 -2.94 -2.94 CTSG -2.94 -2.94 GSN -3 -3 ITGA2B -3.03 -3.03 MMP24 -3.1 -3.1 HAS1 -3.16 -3.16 APOA2 -3.17 -3.17 KLK5 -3.21 -3.21 DSPP -3.31 -3.31 MATN4 -3.32 -3.32 ABCA7 -3.34 -3.34 ITGA2 -3.36 -3.36 COL10A1 -3.39 -3.39 MMP16 -3.44 -3.44 CD47 -3.47 -3.47 COL11A1 -3.54 -3.54 ABCA1 -3.55 -3.55 TGFB1 -3.69 -3.69 PLA2G3 -3.77 -3.77 CAPN1 -3.84 -3.84 SERPINF2 -3.86 -3.86 ALB -3.98 -3.98 MMP25 -3.99 -3.99 ITGB2 -4.39 -4.39 ADAM10 -4.57 -4.57 SH3PXD2A -4.58 -4.58 LAMB4 -4.6 -4.6 COL7A1 -4.72 -4.72 COL5A3 -5.01 -5.01 CTSV -5.59 -5.59 KLK7 -5.62 -5.62 PDGFB -5.65 -5.65 CD44 -5.75 -5.75 SPINK5 -5.81 -5.81 ITGB7 -5.92 -5.92 GPM6B -6.25 -6.25 ADAMTSL4 -6.37 -6.37 COL8A2 -6.51 -6.51 ITGB8 -6.8 -6.8 TIMP2 -6.9 -6.9 THSD4 -7.01 -7.01 GFOD2 -7.4 -7.4 ADAMTS10 NaN ADAMTS14 NaN ADAMTS15 NaN ADAMTS16 NaN ADAMTS17 NaN ADAMTS18 NaN ADAMTS19 NaN ADAMTS4 NaN ADAMTSL1 NaN APOA5 NaN APOC2 NaN APOC4 NaN CAPNS2 NaN COL12A1 NaN COL22A1 NaN COL23A1 NaN COL24A1 NaN COL27A1 NaN COL28A1 NaN CTRB1 NaN DGAT1 NaN EXOC8 NaN GPIHBP1 NaN HAS3 NaN ITGA11 NaN ITGA3 NaN ITGAD NaN KIF9 NaN KLK4 NaN LAMA1 NaN LOXL3 NaN LOXL4 NaN MFAP2 NaN MFSD2A NaN MIA NaN MMP21 NaN MMP23B NaN MPV17 NaN NOXO1 NaN NPNT NaN NTN4 NaN NTNG2 NaN OPTC NaN OTOL1 NaN PAPLN NaN PRSS2 NaN SCUBE1 NaN SCUBE3 NaN SCX NaN SH3PXD2B NaN SULF2 NaN VIT NaN VTN NaN WASH1 NaN ZDHHC8 NaN