Table 5. Rearranged PDAC tumor samples showing the continuously changing pattern of the signature profile.
Rank | T2 | T13 | T14 | T19 | T3 | T10 | T15 | T18 | T7 | T6 | T12 | T4 | T24 | T1 | T5 | T22 | T11 | T21 | T23 | T9 | T16 | T17 | T8 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | LUM | LUM | DCN | SFRP2 | MMP2 | PDGFRA | SFRP2 | DCN | CYP1B1 | COL10A1 | MMP2 | COL10A1 | DCN | SFRP2 | PDGFRA | COL1A2 | LUM | COL10A1 | COL1A1 | LUM | LUM | COL10A1 | COL11A1 |
2 | APOD | APOD | APOD | APOD | LUM | HTRA3 | LUM | SFRP2 | SFRP2 | PDGFRA | LUM | SFRP2 | LUM | VCAN | CYP1B1 | PDGFRA | DCN | CTHRC1 | COL1A2 | DCN | DCN | CTHRC1 | COL10A1 |
3 | VCAN | DCN | LUM | LUM | APOD | DPT | DCN | LUM | COL8A1 | SFRP2 | PDGFRA | COL1A1 | FBLN1 | LUM | SFRP2 | THBS2 | CTHRC1 | THBS2 | COL3A1 | RARRES2 | COL1A1 | COL11A1 | CREB3L1 |
4 | SFRP4 | FBLN1 | SFRP4 | IGF1 | DCN | APOD | VCAN | C3 | PDGFRA | CYP1B1 | CTHRC1 | MMP2 | VCAN | PDGFRA | SFRP4 | MMP2 | SFRP2 | GJB2 | COL6A3 | CTHRC1 | COL1A2 | ISLR | RP11-400N13.3 |
5 | SFRP2 | MMP2 | TSHZ2 | EFEMP1 | FBLN1 | MEG3 | APOD | MMP2 | COL10A1 | MMP2 | ITGBL1 | LUM | SFRP4 | COL1A2 | DPT | COL1A1 | COL10A1 | SFRP2 | LUM | SFRP2 | COL6A3 | MMP2 | SFRP2 |
6 | MMP2 | SFRP4 | HTRA3 | PDGFRA | VCAN | OMD | FBLN1 | APOD | SFRP4 | VCAN | EFEMP1 | COL1A2 | COL1A2 | EFEMP1 | LUM | COL3A1 | RARRES2 | COL11A1 | FN1 | AEBP1 | COL3A1 | COL1A1 | BASP1 |
7 | RARRES1 | SFRP2 | FBLN1 | OGN | FBLN5 | ITGBL1 | MMP2 | EFEMP1 | CTHRC1 | CTHRC1 | SFRP2 | CTHRC1 | MMP2 | DCN | MEG3 | ITGBL1 | AEBP1 | CCDC80 | COL5A2 | COL10A1 | VCAN | COL1A2 | PDPN |
8 | C3 | RARRES1 | MMP2 | SFRP4 | PDGFRA | PAPPA | COL6A3 | MFAP4 | APOD | LUM | FBLN5 | DCN | SFRP2 | CCDC80 | EFEMP1 | COL10A1 | NBL1 | NBL1 | VCAN | NBL1 | SFRP2 | COL3A1 | BNC2 |
9 | MEG3 | VCAN | COL6A3 | VCAN | SFRP2 | MRC2 | COL1A1 | FBLN1 | MMP2 | SFRP4 | VCAN | CTSK | C1R | ISLR | VCAN | CTHRC1 | CTSK | DCN | COL5A1 | MMP2 | MEG3 | AEBP1 | C5orf46 |
10 | HTRA3 | HTRA3 | VCAN | CTSK | C3 | LSAMP | COL1A2 | SFRP4 | PLXDC2 | APOD | APOD | MFAP2 | C1S | SFRP4 | IGF1 | LUM | VCAN | AEBP1 | THBS2 | CTSK | CTHRC1 | MMP11 | PLXDC2 |
11 | FBLN1 | ISLR | GPC3 | COL1A2 | MGP | CYP1B1 | ISLR | CCDC80 | VCAN | PLXDC2 | COL8A1 | APOD | APOD | COL6A3 | FBLN5 | SFRP2 | CTGF | INHBA | SFRP2 | THBS2 | EFEMP1 | THBS2 | SPOCK1 |
12 | MGP | COL6A3 | CTGF | STEAP1 | EFEMP1 | COL10A1 | COL10A1 | RARRES1 | BNC2 | COL8A1 | STEAP1 | MATN3 | CTSK | CYP1B1 | SERPINE2 | EFEMP1 | COL8A1 | LUM | CTHRC1 | FBLN1 | PDGFRA | COL12A1 | ADM |
13 | DCN | SPON2 | SFRP2 | MMP2 | OMD | COL8A1 | CTHRC1 | C1S | MRC2 | FBLN1 | COL1A2 | MEG3 | CCDC80 | COL1A1 | FBLN1 | MRC2 | THBS2 | FBLN1 | MMP2 | VCAN | FBLN2 | HTRA1 | MMP2 |
14 | CYP1B1 | CYP1B1 | C1S | CYP1B1 | RP11-572C15.6 | PDPN | CCDC80 | VCAN | DPYSL3 | OMD | PTGDS | ISLR | ISLR | APOD | SCN7A | COL6A3 | MMP2 | MMP2 | COL10A1 | CCDC80 | LOX | MMP14 | ARL4C |
15 | COL1A2 | LXN | OMD | PTGDS | CCDC80 | CXCL14 | SFRP4 | PTGDS | COL1A2 | THBS2 | ISLR | FBLN1 | C3 | CLDN11 | LTBP2 | PDPN | COL11A1 | COL6A3 | COL11A1 | COL1A1 | COL5A1 | SFRP2 | MEG3 |
16 | MOXD1 | SERPINF1 | SPON2 | FBLN1 | IGF1 | MMP23B | CTSK | C1R | FBLN5 | FAP | LXN | COL11A1 | EFEMP1 | CTSK | APOD | VCAN | INHBA | OMD | AEBP1 | S100A6 | COL8A1 | SULF1 | GJA1 |
17 | PTGDS | CTHRC1 | C3 | RARRES1 | TSHZ2 | ABCA9 | COL3A1 | CTSK | CREB3L1 | MFAP2 | OLFML3 | COL3A1 | MGP | FBLN1 | PTGDS | DPYSL3 | C1QTNF3 | MEG3 | COL12A1 | COL8A1 | LXN | LUM | VCAN |
18 | FBLN5 | CTSK | F2R | DCN | ITM2A | LUM | S100A10 | PDGFRA | COL3A1 | COL6A3 | THBS2 | SFRP4 | TSHZ2 | MMP2 | ISLR | LOX | SFRP4 | COL8A1 | DCN | TMSB10 | MMP2 | SDC1 | FIBIN |
19 | PDGFRA | F2R | ANKH | COL3A1 | SFRP4 | PDGFRL | THBS2 | SERPINF1 | OMD | RARRES1 | FBLN1 | CXCL14 | PDGFRA | COL3A1 | PODN | GJA1 | MATN3 | ISLR | SPARC | C1S | S100A10 | DCN | COL1A2 |
20 | COL6A3 | FBLN5 | CTSK | MFAP5 | RARRES1 | STXBP6 | HTRA1 | MOXD1 | RARRES1 | EFEMP1 | MGST1 | ITGBL1 | OMD | PTGDS | DCN | APOD | HTRA1 | MMP11 | TMSB10 | COL1A2 | FBLN1 | MFAP5 | ZFHX4 |
21 | CTHRC1 | COL1A2 | C1R | FBLN5 | COL8A1 | SVEP1 | SEMA3C | GPNMB | PODN | COL1A2 | MEG3 | COL6A3 | FBLN5 | FBLN2 | MMP2 | FAP | ITGBL1 | MFAP5 | MMP14 | COL3A1 | ISLR | VCAN | MFAP2 |
22 | FAP | C7 | IGFBP3 | COL1A1 | OGN | BICC1 | FBLN2 | RARRES2 | LSAMP | ANKH | PDPN | VCAN | COL1A1 | CTHRC1 | MGP | MXRA5 | MFAP5 | PPAPDC1A | SDC1 | HTRA1 | FAP | COL6A3 | MME |
23 | F2R | TMEM119 | MOXD1 | ISLR | C7 | ABCA6 | LRP1 | FBLN5 | THBS2 | FNDC1 | MFAP2 | IGFL2 | OGN | C3 | C7 | PODN | CXCL14 | CTSK | POSTN | CD99 | PPIC | GJB2 | MFAP5 |
24 | ISLR | EFEMP1 | CTHRC1 | C3 | DPT | MFAP2 | MRC2 | ISLR | SVEP1 | SPON2 | DPT | RARRES2 | SERPINF1 | PLXDC2 | MGST1 | CXCL14 | GJB2 | MXRA5 | FBLN1 | ISLR | CYP1B1 | GREM1 | RAB3B |
25 | TIMP1 | MOXD1 | MEG3 | MEG3 | BICC1 | BNC2 | PDPN | ITGBL1 | ITGBL1 | PDPN | C3 | FNDC1 | CTGF | RARRES1 | SPOCK1 | COL8A1 | IGFBP3 | FNDC1 | INHBA | SERPINF1 | CREB3L1 | TIMP2 | ITGBL1 |
26 | C7 | CCDC80 | PDGFRA | CTHRC1 | CTHRC1 | WNT5A | MXRA5 | COL10A1 | PTGDS | CTSK | MRC2 | COL5A1 | FBLN2 | RP11-572C15.6 | CCDC80 | SFRP4 | CCDC80 | COL1A1 | SERPINH1 | TSC22D3 | CCDC80 | COL5A2 | GJB2 |
27 | PHLDA3 | COL1A1 | FBLN5 | MOXD1 | PODN | CST3 | OMD | CYP1B1 | FAP | MFAP5 | PTGIS | OMD | COL6A3 | THBS2 | SLC19A2 | SEMA3C | CD99 | SDC1 | MXRA5 | FTL | MRC2 | FAP | COL3A1 |
28 | OMD | PLXDC2 | ITM2A | COL6A3 | COL6A3 | SFRP2 | ITGBL1 | C7 | LUM | HTRA3 | MOXD1 | CST4 | PODN | C7 | HTRA3 | LRP1 | C1S | VCAN | HTRA1 | MFAP2 | MFAP5 | MFAP2 | NTM |
29 | FBLN2 | PDGFRA | COL1A2 | MGP | CXCL14 | MOXD1 | RARRES2 | PLXDC2 | FBLN1 | LRP1 | HSD11B1 | INHBA | LTBP2 | LAMA2 | MOXD1 | NTM | LOXL1 | GREM1 | MMP11 | ANXA2 | THBS2 | CTSK | PDLIM4 |
30 | SCN7A | C3 | PTGDS | C7 | COL1A2 | ZFHX4 | FBN1 | CTHRC1 | SULF1 | COL1A1 | SFRP4 | GJB2 | ITGBL1 | OLFML3 | ITGBL1 | C3 | FIBIN | PDPN | ISLR | LAPTM4A | CTSK | COL5A1 | CMTM8 |
31 | EFEMP1 | COL10A1 | RARRES1 | CILP | ISLR | RARRES1 | PLXDC2 | DPT | INHBA | DIO2 | LSAMP | IGFBP3 | C7 | MFAP4 | CTSK | COL11A1 | FBLN1 | FBLN2 | MEG3 | NNMT | MXRA5 | PPAPDC1A | TANC2 |
32 | COL10A1 | C1S | OLFML3 | COL8A1 | MEG3 | BOC | CXCL14 | CLU | SEMA3C | DCN | PLXDC2 | HTRA3 | PLXDC2 | SLIT2 | FBLN2 | UNC5B | PALLD | MFAP2 | TIMP2 | C1R | OGN | FN1 | NT5E |
33 | SERPINF1 | PODN | OGN | THBS2 | CTSK | PODN | PDGFRA | NPC2 | LOX | ALDH1A3 | MFAP4 | CST1 | MOXD1 | IGF1 | CTHRC1 | LOXL1 | SDC1 | C1QTNF3 | FSTL1 | RPL27A | RARRES2 | TMEM158 | TENM3 |
34 | BNC2 | LTBP2 | ITGBL1 | MRC2 | HSD11B1 | TMEM119 | MATN3 | MEG3 | PDPN | LOX | OGN | FBLN2 | TMEM119 | LRP1 | SVEP1 | COL5A2 | MFAP2 | COL5A2 | COL6A2 | INHBA | FSTL1 | POSTN | EPDR1 |
35 | CTSK | NPC2 | PTCH1 | NR2F1 | CTGF | PTGIS | COL8A1 | RP11-572C15.6 | IGF1 | FBLN2 | COL6A3 | MFAP5 | COL8A1 | PDLIM3 | MXRA5 | SCARA3 | ANXA2 | CDH11 | CTSK | NUPR1 | COL5A2 | ANTXR1 | MYH10 |
36 | MRC2 | HSD11B1 | COL8A1 | ITGBL1 | C1S | OGN | NBL1 | MGP | LAMP5 | OLFML3 | SPON2 | MXRA5 | LRP1 | LTBP2 | STEAP1 | COL8A2 | APOD | LOX | MFAP2 | LGALS1 | LRP1 | PLAU | LOX |
37 | TSHZ2 | MGP | BOC | TSHZ2 | COL10A1 | FAP | TMEM119 | COL6A3 | FBLN2 | TMEM119 | COL1A1 | THBS2 | RARRES1 | FBLN5 | NEGR1 | PTGDS | OMD | COL3A1 | MFAP5 | COL6A3 | RARRES1 | INHBA | COL8A1 |
38 | LRP1 | DPT | SERPINF1 | STEAP2 | SERPINE2 | EFEMP1 | HTRA3 | LTBP2 | OGN | MEG3 | LTBP2 | CTGF | BOC | MGP | C3 | CCDC80 | ISLR | PDGFRA | GAS1 | COL11A1 | FBLN5 | GJA1 | EVA1A |
39 | SLIT2 | COL3A1 | MGP | MFAP2 | SERPINF1 | LAMA2 | FAP | AEBP1 | PTGFRN | FGF7 | PODN | MRC2 | CYBRD1 | MEG3 | RARRES1 | ALDH1A3 | SLC6A6 | F13A1 | LRRC15 | OMD | FBN1 | LGALS1 | MXRA5 |
40 | COL1A1 | OMD | IGFBP6 | PDGFRL | LTBP2 | GSTM5 | MEG3 | PDPN | GAS7 | TMSB10 | DCN | GJA1 | LXN | BICC1 | RP11-572C15.6 | FGFR1 | CYR61 | FRMD6 | COL8A2 | CD55 | GAS1 | PTK7 | BICC1 |
41 | SVEP1 | MFAP4 | TIMP1 | PDPN | NEGR1 | IGF1 | FNDC1 | COL1A1 | CXCL14 | CXCL14 | CTSK | FAP | LOX | MRC2 | PLXDC2 | BOC | COL1A2 | APOD | FBLN2 | PDPN | BNC2 | CD99 | C1orf198 |
42 | THBS2 | TSHZ2 | MFAP4 | PLXDC2 | MOXD1 | F2R | NTM | COL8A1 | COL11A1 | ITGBL1 | SPOCK1 | SPON2 | HTRA3 | FGFR1 | LRP1 | PLXDC2 | MMP11 | COL1A2 | GREM1 | LOXL1 | PLOD2 | NBL1 | INHBA |
43 | TMEM119 | COL8A1 | CLEC11A | OMD | C1R | F3 | DPYSL3 | S100A13 | FNDC1 | IGFBP3 | COL3A1 | BICC1 | RP11-572C15.6 | ABL2 | ABI3BP | MFAP2 | MEG3 | DIO2 | APOD | FIBIN | PDPN | NTM | PDGFC |
44 | IGFBP3 | STEAP1 | INHBA | MMP23B | FGF7 | MMP2 | SLC6A6 | OGN | HTRA3 | CDH11 | RARRES1 | EMP1 | CYP1B1 | MXRA5 | FAP | MFAP5 | PLXDC2 | CD55 | COL8A1 | NTM | MMP23B | RARRES2 | FBLN2 |
45 | C1S | PTGDS | MXRA8 | LXN | COL1A1 | SFRP4 | CYP1B1 | MMP23B | MOXD1 | IGF1 | SVEP1 | FGF7 | CTHRC1 | RGS2 | COL6A3 | TMSB10 | FBLN2 | HTRA1 | CD99 | S100A10 | LTBP2 | FBLN1 | B4GALT1 |