Table 1. STAT family gene expression was related to the prognosis of breast cancer in PrognoScan.
Gene | Dataset | Endpoint | Cutpoint | Cox P value | Ln(HR) | HR (95% CI) |
---|---|---|---|---|---|---|
STAT1 | GSE7378 | OS | 158 | 0.734006 | 0.422818 | 1.53 (0.96–2.42) |
E-TABM-158 | OS | 198 | 0.690165 | 0.102520 | 1.11 (0.88–1.39) | |
GSE19615 | DFS | 76 | −1.49087 | −0.231171 | 0.79 (0.44–1.42) | |
GSE3143 | DFS | 54 | −15.3825 | 0.034494 | 1.04 (0.48–2.22) | |
GSE7849 | DFS | 249 | 0.543037 | 0.223837 | 1.25 (0.88–1.78) | |
GSE3494-GPL96 | RFS | 204 | 0.380639 | 0.121462 | 1.13 (0.88–1.44) | |
GSE4922-GPL96 | RFS | 87 | 0.570071 | 0.024605 | 1.02 (0.61–1.72) | |
GSE2990 | RFS | 159 | 0.856193 | 0.462988 | 1.59 (0.88–2.88) | |
GSE7390 | RFS | 125 | 0.729704 | 0.215864 | 1.24 (0.89–1.73) | |
GSE9195 | DMFS | 87 | 0.843094 | 0.069123 | 1.07 (0.80–1.43) | |
GSE12093 | DMFS | 136 | 1.48027 | 0.413829 | 1.51 (0.92–2.50) | |
GSE11121 | DMFS | 200 | 0.904803 | 0.225317 | 1.25 (0.88–1.77) | |
GSE1378 | DMFS | 286 | −1.27494 | −0.236758 | 0.79 (0.56–1.12) | |
GSE9893 | DMFS | 117 | 0.59709 | 0.058867 | 1.06 (0.76–1.48) | |
GSE2034 | DMFS | 125 | −1.23639 | −0.072966 | 0.93 (0.66–1.31) | |
STAT2 | GSE3143 | OS | 158 | 0.123157 | 0.722624 | 2.06 (0.82–5.16) |
GSE9893 | OS | 155 | 0.00447014 | 0.209301 | 1.23 (1.07–1.42) | |
GSE1456-GPL97 | OS | 159 | 0.741445 | −0.133722 | 0.87 (0.40–1.94) | |
E-TABM-158 | OS | 117 | 0.604802 | −0.220720 | 0.80 (0.35–1.85) | |
GSE7390 | OS | 198 | 0.671654 | 0.116688 | 1.12 (0.66–1.93) | |
GSE7849 | DFS | 76 | 0.89763 | −0.128759 | 0.88 (0.12–6.25) | |
GSE7378 | DFS | 54 | 0.710306 | −0.322114 | 0.72 (0.13–3.97) | |
GSE4922-GPL97 | DFS | 249 | 0.40129 | 0.303484 | 1.35 (0.67–2.75) | |
GSE12276 | RFS | 204 | 0.7863 | 0.055055 | 1.06 (0.71–1.57) | |
GSE6532-GPL570 | RFS | 87 | 0.706449 | −0.199444 | 0.82 (0.29–2.31) | |
GSE9195 | RFS | 77 | 0.784835 | 0.233873 | 1.26 (0.24–6.77) | |
GSE1379 | RFS | 60 | 0.688543 | 0.178464 | 1.20 (0.50–2.86) | |
GSE1456-GPL96 | RFS | 159 | 0.90511 | −0.027443 | 0.97 (0.62–1.53) | |
GSE1456-GPL97 | RFS | 159 | 0.391313 | 0.341762 | 1.41 (0.64–3.07) | |
E-TABM-158 | RFS | 117 | 0.604802 | −0.220720 | 0.80 (0.35–1.85) | |
GSE2990 | RFS | 125 | 0.904064 | 0.032345 | 1.03 (0.61–1.75) | |
GSE7390 | RFS | 198 | 0.245853 | −0.126170 | 0.88 (0.71–1.09) | |
GSE19615 | DMFS | 115 | 0.153716 | −0.868095 | 0.42 (0.13–1.38) | |
GSE6532-GPL570 | DMFS | 87 | 0.695463 | −0.202646 | 0.82 (0.30–2.25) | |
GSE9195 | DMFS | 77 | 0.255748 | −2.201030 | 0.11 (0.00–4.93) | |
GSE12093 | DMFS | 136 | 0.956642 | −0.017426 | 0.98 (0.52–1.84) | |
GSE11121 | DMFS | 200 | 0.444782 | 0.458926 | 1.58 (0.49–5.13) | |
GSE2034 | DMFS | 286 | 0.0981089 | −0.424718 | 0.65 (0.40–1.08) | |
E-TABM-158 | DMFS | 117 | 0.190977 | 1.181818 | 3.26(0.55-19.17) | |
GSE2990 | DMFS | 125 | 0.767727 | 0.271797 | 1.31 (0.22–7.97) | |
GSE7390 | DMFS | 198 | 0.304212 | 0.277772 | 1.32 (0.78–2.24) | |
STAT3 | GSE3143 | OS | 158 | 0.695188 | −0.147051 | 0.86 (0.41–1.80) |
GSE9893 | OS | 155 | 0.0177795 | −0.366907 | 0.69 (0.51–0.94) | |
GSE1456-GPL97 | OS | 159 | 0.840228 | 0.104908 | 1.11 (0.40–3.08) | |
E-TABM-158 | OS | 117 | 0.918875 | 0.020681 | 1.02 (0.69–1.52) | |
GSE7390 | OS | 198 | 0.907517 | −0.030143 | 0.97 (0.58–1.61) | |
GSE7849 | DFS | 76 | 0.0141442 | 1.593150 | 4.92 (1.38–17.56) | |
GSE7378 | DFS | 54 | 0.456313 | −0.241100 | 0.79 (0.42–1.48) | |
GSE4922-GPL96 | DFS | 249 | 0.971322 | 0.007425 | 1.01 (0.67–1.51) | |
GSE12276 | RFS | 204 | 0.687901 | −0.072622 | 0.93 (0.65–1.33) | |
GSE6532-GPL570 | RFS | 87 | 0.70237 | −0.344585 | 0.71 (0.12–4.15) | |
GSE9195 | RFS | 77 | 0.0217172 | 1.335230 | 3.80 (1.22–11.89) | |
GSE1379 | RFS | 60 | 0.894997 | −0.060561 | 0.94 (0.38–2.31) | |
GSE1456-GPL97 | RFS | 159 | 0.89862 | −0.065406 | 0.94 (0.34–2.56) | |
E-TABM-158 | RFS | 117 | 0.918875 | 0.020681 | 1.02 (0.69–1.52) | |
GSE2990 | RFS | 62 | 0.0108244 | −1.112200 | 0.33 (0.14–0.77) | |
GSE2990 | RFS | 125 | 0.837496 | −0.048294 | 0.95 (0.60–1.51) | |
GSE2990 | RFS | 62 | 0.0378638 | −0.593717 | 0.55 (0.32–0.97) | |
GSE7390 | RFS | 198 | 0.646099 | 0.082683 | 1.09 (0.76–1.55) | |
GSE19615 | DMFS | 115 | 0.468102 | −0.499143 | 0.61 (0.16–2.34) | |
GSE6532-GPL570 | DMFS | 87 | 0.70237 | −0.344585 | 0.71 (0.12–4.15) | |
GSE9195 | DMFS | 77 | 0.135511 | 1.010010 | 2.75 (0.73–10.34) | |
GSE9195 | DMFS | 77 | 0.144656 | 0.890767 | 2.44 (0.74–8.07) | |
GSE12093 | DMFS | 136 | 0.0164555 | −0.532524 | 0.59 (0.38–0.91) | |
GSE11121 | DMFS | 200 | 0.0203471 | −0.822380 | 0.44 (0.22–0.88) | |
GSE2034 | DMFS | 286 | 0.0157849 | −0.254330 | 0.78 (0.63–0.95) | |
E-TABM-158 | DMFS | 117 | 0.117872 | −0.417841 | 0.66 (0.39–1.11) | |
GSE2990 | DMFS | 125 | 0.905535 | −0.036515 | 0.96 (0.53–1.76) | |
GSE2990 | DMFS | 54 | 0.0858196 | −0.982659 | 0.37 (0.12–1.15) | |
GSE7390 | DMFS | 198 | 0.0827706 | 0.387547 | 1.47 (0.95–2.28) | |
STAT4 | GSE3143 | OS | 158 | 0.638658 | −0.158958 | 0.85 (0.44–1.66) |
GSE9893 | OS | 155 | 0.0693526 | 0.316011 | 1.37 (0.98–1.93) | |
GSE1456-GPL96 | OS | 159 | 0.337157 | −0.435590 | 0.65 (0.27–1.57) | |
E-TABM-158 | OS | 117 | 0.731327 | −0.069909 | 0.93 (0.63–1.39) | |
GSE7390 | OS | 198 | 0.899221 | −0.021423 | 0.98 (0.70–1.36) | |
GSE7849 | DFS | 76 | 0.898074 | −0.056164 | 0.95 (0.40–2.23) | |
GSE7378 | DFS | 54 | 0.0599192 | −1.718460 | 0.18 (0.03–1.07) | |
GSE4922-GPL96 | DFS | 249 | 0.531574 | 0.183205 | 1.20 (0.68–2.13) | |
GSE12276 | RFS | 204 | 0.370653 | −0.093580 | 0.91 (0.74–1.12) | |
GSE6532-GPL570 | RFS | 87 | 0.753865 | 0.064398 | 1.07 (0.71–1.60) | |
GSE9195 | RFS | 77 | 0.376928 | −0.541672 | 0.58 (0.17–1.93) | |
GSE1456-GPL96 | RFS | 159 | 0.598349 | 0.245888 | 1.28 (0.51–3.19) | |
E-TABM-158 | RFS | 117 | 0.731327 | −0.069909 | 0.93 (0.63–1.39) | |
GSE2990 | RFS | 62 | 0.686218 | −0.069183 | 0.93 (0.67–1.31) | |
GSE19615 | DMFS | 115 | 0.0210692 | −1.539200 | 0.21 (0.06–0.79) | |
GSE6532-GPL570 | DMFS | 87 | 0.753865 | 0.064398 | 1.07 (0.71–1.60) | |
GSE9195 | DMFS | 77 | 0.142219 | −1.103740 | 0.33 (0.08–1.45) | |
GSE12093 | DMFS | 136 | 0.774322 | −0.096607 | 0.91 (0.47–1.76) | |
GSE11121 | DMFS | 200 | 0.057605 | −0.581530 | 0.56 (0.31–1.02) | |
GSE2034 | DMFS | 286 | 0.0147119 | −0.556861 | 0.57 (0.37–0.90) | |
E-TABM-158 | DMFS | 117 | 0.986949 | −0.003965 | 1.00 (0.62–1.60) | |
GSE2990 | DMFS | 125 | 0.254872 | −0.531531 | 0.59 (0.24–1.47) | |
GSE7390 | DMFS | 198 | 0.992948 | −0.001456 | 1.00 (0.72–1.38) | |
STAT5A | GSE3143 | OS | 158 | 0.210806 | −0.2375 | 0.79 (0.54–1.14) |
GSE9893 | OS | 155 | 0.440632 | −0.185188 | 0.83 (0.52–1.33) | |
GSE1456-GPL96 | OS | 159 | 0.158685 | −0.706401 | 0.49 (0.18–1.32) | |
E-TABM-158 | OS | 117 | 0.501951 | −0.213658 | 0.81 (0.43–1.51) | |
GSE7390 | OS | 198 | 0.71127 | −0.082341 | 0.92 (0.60–1.42) | |
GSE7849 | DFS | 76 | 0.543889 | 0.238656 | 1.27 (0.59–2.74) | |
GSE7378 | DFS | 54 | 0.0314761 | −2.14162 | 0.12 (0.02–0.83) | |
GSE4922-GPL96 | DFS | 249 | 0.0172677 | −0.825435 | 0.44 (0.22–0.86) | |
GSE12276 | RFS | 204 | 0.167323 | −0.228702 | 0.80 (0.58–1.10) | |
GSE6532-GPL570 | RFS | 87 | 0.00227358 | −1.144590 | 0.32 (0.15–0.66) | |
GSE9195 | RFS | 77 | 0.923972 | −0.074396 | 0.93 (0.20–4.28) | |
GSE1378 | RFS | 60 | 0.248078 | −0.225438 | 0.80 (0.54–1.17) | |
GSE1379 | RFS | 60 | 0.452682 | −0.228444 | 0.80 (0.44–1.44) | |
GSE1456-GPL96 | RFS | 159 | 0.185957 | −0.683025 | 0.51 (0.18–1.39) | |
E-TABM-158 | RFS | 117 | 0.501951 | −0.213658 | 0.81 (0.43–1.51) | |
GSE2990 | RFS | 125 | 0.284496 | −0.312392 | 0.73 (0.41–1.30) | |
GSE7390 | RFS | 198 | 0.763745 | 0.053695 | 1.06 (0.74–1.50) | |
GSE19615 | DMFS | 115 | 0.00884115 | −1.729470 | 0.18 (0.05–0.65) | |
GSE6532-GPL570 | DMFS | 87 | 0.00227358 | −1.144590 | 0.32 (0.15–0.66) | |
GSE9195 | DMFS | 77 | 0.48064 | −0.659811 | 0.52 (0.08–3.23) | |
GSE12093 | DMFS | 136 | 0.0598301 | −1.15754 | 0.31 (0.09–1.05) | |
GSE11121 | DMFS | 200 | 0.0358548 | −0.681225 | 0.51 (0.27–0.96) | |
GSE2034 | DMFS | 286 | 0.00786138 | −0.590146 | 0.55 (0.36–0.86) | |
E-TABM-158 | DMFS | 117 | 0.406866 | −0.327397 | 0.72 (0.33–1.56) | |
GSE2990 | DMFS | 125 | 0.319595 | −0.384966 | 0.68 (0.32–1.45) | |
GSE7390 | DMFS | 198 | 0.996648 | −0.000910 | 1.00 (0.65–1.53) | |
STAT5B | GSE12417-GPL150 | OS | 158 | 0.502612 | 0.243754 | 1.28 (0.63–2.60) |
GSE12417-GPL191 | OS | 155 | 0.0739188 | 0.306504 | 1.36 (0.97–1.90) | |
GSE12417-GPL197 | OS | 159 | 3.15E−07 | −2.43983 | 0.09 (0.03–0.22) | |
GSE12417-GPL207 | OS | 117 | 0.314488 | 0.276225 | 1.32 (0.77–2.26) | |
GSE12417-GPL243 | OS | 198 | 0.51792 | 0.142256 | 1.15 (0.75–1.77) | |
GSE12417-GPL155 | DFS | 76 | 0.633366 | −0.238224 | 0.79 (0.30–2.10) | |
GSE12417-GPL204 | DFS | 54 | 0.131027 | −0.90912 | 0.40 (0.12–1.31) | |
GSE12417-GPL222 | DFS | 249 | 0.0659483 | −0.661075 | 0.52 (0.26–1.04) | |
GSE12417-GPL160 | RFS | 204 | 0.182215 | −0.092228 | 0.91 (0.80–1.04) | |
GSE12417-GPL171 | RFS | 77 | 0.899623 | −0.089730 | 0.91 (0.23–3.69) | |
GSE12417-GPL188 | RFS | 60 | 0.033972 | 0.459418 | 1.58 (1.04–2.42) | |
GSE12417-GPL195 | RFS | 159 | 0.0667261 | −0.967095 | 0.38 (0.14–1.07) | |
GSE12417-GPL211 | RFS | 117 | 0.163118 | −0.805688 | 0.45 (0.14–1.39) | |
GSE12417-GPL226 | RFS | 62 | 0.0297399 | −0.866101 | 0.42 (0.19–0.92) | |
GSE12417-GPL231 | RFS | 125 | 0.419839 | −0.240821 | 0.79 (0.44–1.41) | |
GSE12417-GPL242 | RFS | 198 | 0.675771 | −0.083283 | 0.92 (0.62–1.36) | |
GSE12417-GPL149 | DMFS | 115 | 0.0255209 | −1.57939 | 0.21 (0.05–0.82) | |
GSE12417-GPL163 | DMFS | 87 | 0.066610 | 0.964541 | 2.62 (0.94–7.35) | |
GSE12417-GPL180 | DMFS | 77 | 0.326454 | −0.909009 | 0.40 (0.07–2.48) | |
GSE12417-GPL181 | DMFS | 136 | 0.496678 | −0.283021 | 0.75 (0.33–1.70) | |
GSE12417-GPL186 | DMFS | 200 | 0.00553487 | −1.30901 | 0.27 (0.11–0.68) | |
GSE12417-GPL192 | DMFS | 286 | 0.0750032 | −0.465471 | 0.63 (0.38–1.05) | |
GSE12417-GPL214 | DMFS | 117 | 0.372841 | −0.613899 | 0.54 (0.14–2.09) | |
GSE12417-GPL228 | DMFS | 125 | 0.458577 | −0.291181 | 0.75 (0.35–1.61) | |
GSE12417-GPL229 | DMFS | 54 | 0.694294 | −0.129606 | 0.88 (0.46–1.68) | |
GSE12417-GPL236 | DMFS | 125 | 0.76281 | −0.215466 | 0.81 (0.20–3.27) | |
GSE12417-GPL239 | DMFS | 198 | 0.289715 | 0.252804 | 1.29 (0.81–2.06) | |
STAT6 | GSE3143 | OS | 158 | 0.993998 | −0.002656 | 1.00 (0.50–1.99) |
GSE9893 | OS | 155 | 0.00582855 | −0.217493 | 0.80 (0.69–0.94) | |
GSE1456-GPL96 | OS | 159 | 0.0581333 | −0.846861 | 0.43 (0.18–1.03) | |
E-TABM-158 | OS | 117 | 0.997088 | 0.0010673 | 1.00 (0.56–1.78) | |
GSE7390 | OS | 198 | 0.189067 | −0.177569 | 0.84 (0.64–1.09) | |
GSE7849 | DFS | 76 | 0.232317 | 1.06851 | 2.91 (0.50–6.81) | |
GSE7378 | DFS | 54 | 0.286081 | 0.703717 | 2.02 (0.55–7.36) | |
GSE4922-GPL96 | DFS | 249 | 0.0879759 | −0.313232 | 0.73 (0.51–1.05) | |
GSE12276 | RFS | 204 | 0.0735396 | −0.165275 | 0.85 (0.71–1.02) | |
GSE6532-GPL570 | RFS | 87 | 0.0561677 | −0.971252 | 0.38 (0.14–1.03) | |
GSE9195 | RFS | 77 | 0.573397 | −0.384807 | 0.68 (0.18–2.60) | |
GSE1378 | RFS | 60 | 0.361895 | −0.272733 | 0.76 (0.42–1.37) | |
GSE1456-GPL96 | RFS | 159 | 0.948818 | −0.013512 | 0.99 (0.65–1.49) | |
E-TABM-158 | RFS | 117 | 0.959771 | 0.022162 | 1.02 (0.43–2.42) | |
GSE2990 | RFS | 125 | 0.742506 | −0.136701 | 0.87 (0.39–1.97) | |
GSE7390 | RFS | 198 | 0.488795 | −0.142638 | 0.87 (0.58–1.30) | |
GSE19615 | DMFS | 115 | 0.309889 | −0.678707 | 0.51 (0.14–1.88) | |
GSE6532-GPL570 | DMFS | 87 | 0.0561677 | −0.971252 | 0.38 (0.14–1.03) | |
GSE9195 | DMFS | 77 | 0.706615 | −0.232473 | 0.79 (0.24–2.66) | |
GSE12093 | DMFS | 136 | 0.205107 | −0.73496 | 0.48 (0.15–1.49) | |
GSE11121 | DMFS | 200 | 0.000547358 | −0.603841 | 0.55 (0.39–0.77) | |
GSE2034 | DMFS | 286 | 0.0381629 | −0.47926 | 0.62 (0.39–0.97) | |
E-TABM-158 | DMFS | 117 | 0.300091 | 0.550172 | 1.73 (0.61–4.91) | |
GSE2990 | DMFS | 125 | 0.936266 | −0.044824 | 0.96 (0.32–2.87) |
OS, overall survival; DFS, disease-free survival; RFS, relapse-free survival; DMFS, disease metastasis-free survival; HR, hazard ratio; CI, confidence interval. STAT, signal transducer and activator of transcription.