Table III. List of the proteins analyzed by SRM/MRM and their quantitation data using iTRAQ. p values were calculated by t-test. TM, number of transmembrane domain. C/P, average ratio of cancer without metastasis to polyps. Cm/C, average ratio of cancer with metastasis to cancer without metastasis. Cm/P, average ratio of cancer with metastasis to polyps.
A. The list of proteins increased in expression between polyps and cancer without metastasis (n = 66) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Accession | Protein name | Gene name | TM | GO (mem) | GO (extra) | C/P | p value | Cm/C | p value | Cm/P | p value |
Q12884 | Seprase | FAP | 1 | mem | 5.98 | <0.01 | 0.67 | 0.190 | 4.03 | 0.029 | |
P32926 | Desmoglein-3 | DSG3 | 0 | mem | 4.54 | <0.01 | 0.41 | 0.083 | 1.87 | 0.323 | |
Q6P5W5 | Zinc transporter ZIP4 | SLC39A4 | 7 | mem | 4.35 | 0.075 | 0.42 | 0.189 | 1.84 | 0.217 | |
Q8NFJ5 | Retinoic acid-induced protein 3 | GPRC5A | 7 | mem | 3.99 | <0.01 | 0.77 | 0.359 | 3.06 | 0.012 | |
P40199 | Carcinoembryonic antigen-related cell adhesion molecule 6 | CEACAM6 | 0 | mem | 3.69 | 0.029 | 0.85 | 0.690 | 3.12 | 0.031 | |
O95832 | Claudin-1 | CLDN1 | 4 | mem | 3.47 | 0.054 | 0.51 | 0.180 | 1.77 | 0.127 | |
Q8TF66 | Leucine-rich repeat-containing protein 15 | LRRC15 | 1 | mem | 3.40 | 0.032 | 0.58 | 0.193 | 1.96 | 0.060 | |
P24158 | Myeloblastin | PRTN3 | 0 | mem | extra | 3.35 | 0.098 | 0.38 | 0.134 | 1.28 | 0.526 |
P50150 | Guanine nucleotide-binding protein G(I)/G(S)/G(O) subunit gamma-4 | GNG4 | 0 | mem | 3.31 | 0.074 | 0.77 | 0.570 | 2.56 | 0.051 | |
P80511 | Protein S100-A12 | S100A12 | 0 | mem | extra | 3.28 | 0.068 | 1.06 | 0.857 | 3.46 | 0.070 |
P06731 | Carcinoembryonic antigen-related cell adhesion molecule 5 | CEACAM5 | 0 | mem | 3.27 | <0.01 | 0.79 | 0.275 | 2.57 | <0.01 | |
Q9UKX5 | Integrin alpha-11 | ITGA11 | 1 | mem | 3.23 | <0.01 | 0.62 | 0.081 | 2.00 | 0.016 | |
Q10588 | ADP-ribosyl cyclase 2 | BST1 | 1 | mem | 3.16 | 0.023 | 0.55 | 0.102 | 1.75 | 0.033 | |
P08253 | 72 kDa type IV collagenase | MMP2 | 0 | mem | extra | 3.02 | <0.01 | 0.39 | <0.01 | 1.19 | 0.599 |
Q9H6X2 | Anthrax toxin receptor 1 | ANTXR1 | 1 | mem | 2.98 | <0.01 | 0.70 | 0.027 | 2.09 | <0.01 | |
Q9Y6I8 | Peroxisomal membrane protein 4 | PXMP4 | 0 | mem | 2.97 | <0.01 | 0.74 | 0.084 | 2.19 | <0.01 | |
Q12805 | EGF-containing fibulin-like extracellular matrix protein 1 | EFEMP1 | 0 | mem | extra | 2.97 | <0.01 | 0.57 | 0.037 | 1.71 | 0.040 |
Q14767 | Latent-transforming growth factor beta-binding protein 2 | LTBP2 | 0 | mem | extra | 2.91 | <0.01 | 0.69 | 0.182 | 2.01 | 0.141 |
P16444 | Dipeptidase 1 | DPEP1 | 0 | mem | 2.85 | 0.033 | 1.06 | 0.854 | 3.02 | <0.01 | |
P84157 | Matrix-remodeling-associated protein 7 | MXRA7 | 1 | mem | 2.82 | 0.069 | 0.45 | 0.112 | 1.26 | 0.569 | |
P11169 | Solute carrier family 2, facilitated glucose transporter member 3 | SLC2A3 | 10 | mem | 2.74 | 0.051 | 0.58 | 0.181 | 1.60 | 0.064 | |
P08648 | Integrin alpha-5 | ITGA5 | 1 | mem | 2.59 | <0.01 | 0.66 | 0.056 | 1.70 | 0.044 | |
P55001 | Microfibrillar-associated protein 2 | MFAP2 | 0 | extra | 2.56 | <0.01 | 0.46 | <0.01 | 1.16 | 0.322 | |
Q9ULK5 | Vang-like protein 2 | VANGL2 | 4 | mem | 2.55 | 0.098 | 0.39 | 0.086 | 1.00 | 0.989 | |
Q5BJF2 | Transmembrane protein 97 | TMEM97 | 4 | mem | 2.54 | <0.01 | 0.73 | 0.250 | 1.85 | 0.040 | |
Q07075 | Glutamyl aminopeptidase | ENPEP | 1 | mem | 2.53 | <0.01 | 0.70 | 0.201 | 1.77 | 0.104 | |
Q9UGT4 | Sushi domain-containing protein 2 | SUSD2 | 1 | mem | 2.46 | 0.013 | 0.58 | 0.066 | 1.43 | 0.062 | |
Q8N6Q3 | CD177 antigen | CD177 | 0 | mem | 2.45 | 0.031 | 0.50 | 0.055 | 1.23 | 0.378 | |
P07093 | Glia-derived nexin | SERPINE2 | 0 | mem | extra | 2.43 | 0.059 | 0.85 | 0.699 | 2.06 | 0.132 |
Q96KR6 | Transmembrane protein C20orf108 | C20orf108 | 3 | mem | 2.39 | 0.020 | 0.73 | 0.287 | 1.75 | 0.041 | |
P09619 | Beta-type platelet-derived growth factor receptor | PDGFRB | 1 | mem | 2.38 | <0.01 | 0.85 | 0.423 | 2.01 | 0.014 | |
Q7L4E1 | Protein FAM73B | FAM73B | 0 | mem | 2.34 | <0.01 | 0.50 | <0.01 | 1.17 | 0.289 | |
O75954 | Tetraspanin-9 | TSPAN9 | 4 | mem | 2.31 | <0.01 | 0.70 | 0.088 | 1.61 | <0.01 | |
Q9Y625 | Glypican-6 | GPC6 | 0 | mem | extra | 2.31 | <0.01 | 0.63 | 0.055 | 1.45 | 0.179 |
Q8IUS5 | Epoxide hydrolase 4 | EPHX4 | 1 | mem | 2.29 | 0.043 | 1.13 | 0.614 | 2.59 | <0.01 | |
P36269 | Gamma-glutamyltransferase 5 | GGT5 | 1 | mem | 2.28 | <0.01 | 0.71 | 0.172 | 1.63 | 0.047 | |
Q8IWU6 | Extracellular sulfatase Sulf-1 | SULF1 | 0 | extra | 2.28 | <0.01 | 0.82 | 0.445 | 1.88 | 0.074 | |
Q6ZMP0 | Thrombospondin type-1 domain-containing protein 4 | THSD4 | 0 | extra | 2.26 | 0.042 | 0.59 | 0.278 | 1.35 | 0.656 | |
P21730 | C5a anaphylatoxin chemotactic receptor | C5AR1 | 7 | mem | 2.22 | 0.090 | 0.42 | 0.065 | 0.93 | 0.776 | |
P35555 | Fibrillin-1 | FBN1 | 0 | mem | extra | 2.22 | 0.039 | 0.38 | 0.022 | 0.84 | 0.363 |
P98095 | Fibulin-2 | FBLN2 | 0 | extra | 2.20 | <0.01 | 0.68 | 0.206 | 1.49 | 0.300 | |
P31997 | Carcinoembryonic antigen-related cell adhesion molecule 8 | CEACAM8 | 0 | mem | extra | 2.20 | 0.090 | 0.51 | 0.118 | 1.11 | 0.592 |
Q14766 | Latent-transforming growth factor beta-binding protein 1 | LTBP1 | 0 | mem | extra | 2.19 | <0.01 | 0.62 | 0.015 | 1.35 | 0.087 |
Q99720 | Sigma non-opioid intracellular receptor 1 | SIGMAR1 | 1 | mem | 2.19 | <0.01 | 0.86 | 0.439 | 1.88 | <0.01 | |
P50281 | Matrix metalloproteinase-14 | MMP14 | 1 | mem | extra | 2.19 | <0.01 | 0.70 | 0.096 | 1.53 | 0.078 |
P02786 | Transferrin receptor protein 1 | TFRC | 1 | mem | extra | 2.18 | <0.01 | 1.09 | 0.579 | 2.38 | <0.01 |
P31431 | Syndecan-4 | SDC4 | 1 | mem | extra | 2.16 | 0.082 | 0.55 | 0.143 | 1.20 | 0.172 |
Q9UBG0 | C-type mannose receptor 2 | MRC2 | 1 | mem | 2.15 | <0.01 | 0.68 | 0.078 | 1.47 | 0.230 | |
Q9P121 | Neurotrimin | NTM | 0 | mem | 2.15 | 0.058 | 0.56 | 0.082 | 1.20 | 0.368 | |
P09486 | SPARC | SPARC | 0 | extra | 2.14 | <0.01 | 0.85 | 0.321 | 1.81 | 0.025 | |
P05106 | Integrin beta-3 | ITGB3 | 1 | mem | 2.13 | 0.023 | 0.70 | 0.245 | 1.49 | 0.165 | |
P04792 | Heat shock protein beta-1 | HSPB1 | 0 | mem | 2.11 | <0.01 | 1.34 | 0.421 | 2.83 | 0.035 | |
Q9NVM1 | Protein FAM176B | FAM176B | 1 | mem | 2.08 | 0.046 | 1.03 | 0.951 | 2.13 | 0.276 | |
P08514 | Integrin alpha-IIb | ITGA2B | 1 | mem | 2.08 | 0.083 | 0.88 | 0.759 | 1.83 | 0.130 | |
Q8WUY1 | UPF0670 protein C8orf55 | C8orf55 | 1 | extra | 2.07 | <0.01 | 1.40 | 0.158 | 2.90 | <0.01 | |
P12314 | High affinity immunoglobulin gamma Fc receptor I | FCGR1A | 1 | mem | 2.07 | <0.01 | 0.68 | 0.105 | 1.41 | 0.149 | |
P04216 | Thy-1 mem glycoprotein | THY1 | 0 | mem | 2.06 | <0.01 | 0.77 | 0.092 | 1.59 | 0.023 | |
P08174 | Complement decay-accelerating factor | CD55 | 0 | mem | extra | 2.05 | <0.01 | 1.04 | 0.879 | 2.13 | 0.020 |
Q96HV5 | Transmembrane protein 41A | TMEM41A | 6 | mem | 2.04 | <0.01 | 0.76 | 0.060 | 1.54 | <0.01 | |
Q9ULS5 | Transmembrane and coiled-coil domains protein 3 | TMCC3 | 2 | mem | 2.04 | 0.040 | 0.61 | 0.195 | 1.25 | 0.434 | |
Q01628 | Interferon-induced transmembrane protein 3 | IFITM3 | 2 | mem | 2.04 | 0.021 | 1.07 | 0.770 | 2.18 | <0.01 | |
P04920 | Anion exchange protein 2 | SLC4A2 | 11 | mem | 2.04 | 0.044 | 0.82 | 0.441 | 1.66 | <0.01 | |
Q9Y289 | Sodium-dependent multivitamin transporter | SLC5A6 | 14 | mem | 2.03 | <0.01 | 0.65 | 0.030 | 1.31 | 0.086 | |
P30273 | High affinity immunoglobulin epsilon receptor subunit gamma | FCER1G | 1 | mem | 2.02 | <0.01 | 0.71 | 0.140 | 1.43 | 0.141 | |
P08473 | Neprilysin | MME | 1 | mem | 2.01 | 0.097 | 0.87 | 0.626 | 1.74 | 0.030 | |
P13688 | Carcinoembryonic antigen-related cell adhesion molecule 1 | CEACAM1 | 1 | mem | extra | 2.00 | 0.014 | 0.74 | 0.169 | 1.48 | 0.173 |
B. The list of proteins increased in expression between cancer without and with metastasis (n = 10) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Accession | Protein name | Gene name | TM | GO (mem) | GO (extra) | C/P | p value | Cm/C | p value | Cm/P | p value |
Q96HR9 | Receptor expression-enhancing protein 6 | REEP6 | 2 | mem | 1.13 | 0.651 | 3.18 | 0.070 | 3.61 | 0.035 | |
P05451 | Lithostathine-1-alpha | REG1A | 0 | extra | 0.20 | 0.164 | 3.08 | <0.01 | 0.60 | 0.379 | |
Q8N323 | Protein FAM55A | FAM55A | 1 | extra | 0.22 | 0.102 | 2.98 | 0.057 | 0.65 | 0.416 | |
O95395 | Beta-1,3-galactosyl-O-glycosyl-glycoprotein beta-1,6-N-acetylglucosaminyltransferase 3 | GCNT3 | 1 | mem | 0.82 | 0.595 | 2.85 | 0.086 | 2.33 | 0.089 | |
O95994 | Anterior gradient protein 2 homolog | AGR2 | 0 | extra | 0.44 | 0.012 | 2.56 | 0.094 | 1.12 | 0.727 | |
Q9NRD8 | Dual oxidase 2 | DUOX2 | 6 | mem | 0.43 | 0.081 | 2.51 | 0.045 | 1.07 | 0.843 | |
Q8TD06 | Anterior gradient protein 3 homolog | AGR3 | 0 | extra | 0.51 | 0.028 | 2.49 | 0.017 | 1.26 | 0.301 | |
Q09327 | Beta-1,4-mannosyl-glycoprotein 4-beta-N-acetylglucosaminyltransferase | MGAT3 | 1 | mem | 0.89 | 0.694 | 2.24 | 0.046 | 1.99 | 0.024 | |
Q9Y5L3 | Ectonucleoside triphosphate diphosphohydrolase 2 | ENTPD2 | 2 | mem | extra | 1.36 | 0.369 | 2.09 | 0.028 | 2.83 | <0.01 |
Q8NCC5 | Sugar phosphate exchanger 3 | SLC37A3 | 12 | mem | 0.94 | 0.838 | 2.06 | 0.016 | 1.92 | 0.030 |
C. The list of proteins decreased in expression between polyps and cancer without metastasis (n = 13) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Accession | Protein name | Gene name | TM | GO (mem) | GO (extra) | C/P | p Value | Cm/C | p Value | Cm/P | p Value |
A8K7I4 | Calcium-activated chloride channel regulator 1 | CLCA1 | 0 | mem | extra | 0.14 | <0.01 | 0.85 | 0.673 | 0.12 | <0.01 |
Q01524 | Defensin-6 | DEFA6 | 0 | extra | 0.18 | 0.053 | 0.69 | 0.428 | 0.12 | 0.043 | |
Q9Y6R7 | IgGFc-binding protein | FCGBP | 0 | mem | extra | 0.23 | <0.01 | 1.12 | 0.830 | 0.25 | <0.01 |
Q6ZMB0 | UDP-GlcNAc:betaGalbeta-1,3-N-acetylglucosaminyltransferase 6 | B3GNT6 | 1 | mem | 0.26 | <0.01 | 1.10 | 0.713 | 0.29 | <0.01 | |
Q02817 | Mucin-2 | MUC2 | 0 | extra | 0.26 | <0.01 | 1.31 | 0.537 | 0.34 | <0.01 | |
Q07654 | Trefoil factor 3 | TFF3 | 0 | extra | 0.32 | <0.01 | 1.14 | 0.651 | 0.37 | <0.01 | |
Q9HC84 | Mucin-5B | MUC5B | 0 | extra | 0.36 | 0.038 | 1.29 | 0.352 | 0.47 | 0.042 | |
P27216 | Annexin A13 | ANXA13 | 0 | mem | 0.37 | <0.01 | 1.24 | 0.574 | 0.46 | 0.018 | |
P24588 | A-kinase anchor protein 5 | AKAP5 | 0 | mem | 0.43 | 0.017 | 1.12 | 0.606 | 0.48 | 0.011 | |
Q7Z3J2 | UPF0505 protein C16orf62 | C16orf62 | 0 | mem | 0.46 | <0.01 | 1.39 | 0.072 | 0.65 | <0.01 | |
P13727 | Bone marrow proteoglycan | PRG2 | 0 | extra | 0.48 | 0.045 | 0.89 | 0.695 | 0.43 | 0.021 | |
Q6UXG2 | UPF0577 protein KIAA1324 | KIAA1324 | 1 | mem | 0.49 | 0.051 | 1.25 | 0.390 | 0.61 | 0.085 | |
Q9Y2J2 | Band 4.1-like protein 3 | EPB41L3 | 0 | mem | 0.49 | 0.062 | 1.35 | 0.086 | 0.66 | 0.167 |
D. The list of proteins decreased in expression between cancer without and cancer with metastasis (n = 6) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Accession | Protein name | Gene name | TM | GO (mem) | GO (extra) | C/P | p Value | Cm/C | p Value | Cm/P | p Value |
P08123 | Collagen alpha-2(I) chain | COL1A2 | 0 | mem | 1.87 | 0.086 | 0.34 | 0.010 | 0.63 | 0.213 | |
O75015 | Low affinity immunoglobulin gamma Fc region receptor III-B | FCGR3B | 1 | mem | 2.14 | 0.236 | 0.34 | 0.057 | 0.73 | 0.673 | |
P02452 | Collagen alpha-1(I) chain | COL1A1 | 0 | mem | extra | 1.86 | 0.109 | 0.36 | 0.025 | 0.66 | 0.252 |
P02461 | Collagen alpha-1(III) chain | COL3A1 | 0 | mem | 1.70 | 0.182 | 0.39 | 0.039 | 0.66 | 0.152 | |
Q15063 | Periostin | POSTN | 0 | mem | 1.57 | 0.214 | 0.43 | <0.01 | 0.67 | 0.406 | |
O43934 | UNC93-like protein MFSD11 | MFSD11 | 10 | mem | 1.27 | 0.434 | 0.45 | 0.067 | 0.58 | 0.110 |
E. The list of proteins increased in expression between polyps and cancer with metastasis (n = 10) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Accession | Protein name | Gene name | TM | GO (mem) | GO (extra) | C/P | p Value | Cm/C | p Value | Cm/P | p Value |
P21589 | 5′-nucleotidase | NT5E | 2 | mem | 1.69 | 0.104 | 1.41 | 0.447 | 2.39 | 0.082 | |
Q92968 | Peroxisomal membrane protein PEX13 | PEX13 | 0 | mem | 1.35 | 0.012 | 1.73 | 0.031 | 2.34 | 0.012 | |
O43291 | Kunitz-type protease inhibitor 2 | SPINT2 | 1 | mem | extra | 1.63 | <0.01 | 1.39 | 0.419 | 2.27 | 0.087 |
Q8N4S7 | Progestin and adipoQ receptor family member 4 | PAQR4 | 3 | mem | 1.82 | <0.01 | 1.23 | 0.342 | 2.25 | 0.019 | |
Q8NBM4 | Ubiquitin-associated domain-containing protein 2 | UBAC2 | 4 | mem | 1.95 | <0.01 | 1.14 | 0.441 | 2.22 | <0.01 | |
Q96CP7 | TLC domain-containing protein 1 | TLCD1 | 5 | mem | 1.33 | 0.288 | 1.67 | 0.226 | 2.21 | 0.100 | |
P05546 | Heparin cofactor 2 | SERPIND1 | 0 | extra | 2.15 | 0.124 | 0.99 | 0.978 | 2.13 | 0.024 | |
P11166 | Solute carrier family 2, facilitated glucose transporter member 1 | SLC2A1 | 12 | mem | 1.92 | <0.01 | 1.10 | 0.716 | 2.11 | 0.031 | |
Q9BQD7 | Protein FAM173A | FAM173A | 1 | mem | 1.55 | <0.01 | 1.36 | 0.236 | 2.11 | 0.050 | |
Q96B21 | Transmembrane protein 45B | TMEM45B | 5 | mem | 1.29 | 0.132 | 1.61 | 0.100 | 2.07 | 0.018 |