| Literature DB >> 35866109 |
Abstract
Background: The study aimed to estimate the overall and disease-free survival rates of breast cancer patients and the factors affecting these rates.Entities:
Keywords: Breast cancer; Cox regression; Kaplan-Meier; Life table; Survival analysis
Year: 2022 PMID: 35866109 PMCID: PMC9273498 DOI: 10.18502/ijph.v51i2.8690
Source DB: PubMed Journal: Iran J Public Health ISSN: 2251-6085 Impact factor: 1.479
Overall life table of patients observed
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| 0 | 686 | 1 | 685.5 | 20 | 0.03 | 0.97 | 0.97 |
| 12 | 665 | 65 | 632.5 | 19 | 0.03 | 0.97 | 0.94 |
| 24 | 581 | 91 | 535.5 | 24 | 0.04 | 0.96 | 0.90 |
| 36 | 466 | 91 | 420.5 | 15 | 0.04 | 0.96 | 0.87 |
| 48 | 360 | 68 | 326 | 16 | 0.05 | 0.95 | 0.82 |
| 60 | 276 | 50 | 251 | 13 | 0.05 | 0.95 | 0.78 |
| 72 | 213 | 57 | 184.5 | 2 | 0.01 | 0.99 | 0.77 |
| 84 | 154 | 41 | 133.5 | 9 | 0.07 | 0.93 | 0.72 |
| 96 | 104 | 22 | 93 | 5 | 0.05 | 0.95 | 0.68 |
| 108 | 77 | 16 | 69 | 4 | 0.06 | 0.94 | 0.64 |
| 120 | 57 | 8 | 53 | 1 | 0.02 | 0.98 | 0.63 |
| 132 | 48 | 17 | 39.5 | 1 | 0.03 | 0.97 | 0.61 |
| 144 | 30 | 7 | 26.5 | 1 | 0.04 | 0.96 | 0.59 |
| 156 | 22 | 5 | 19.5 | 0 | 0.0 | 1.00 | 0.59 |
| 168 | 17 | 3 | 15.5 | 0 | 0.0 | 1.00 | 0.59 |
| 180 | 14 | 3 | 12.5 | 1 | 0.08 | 0.92 | 0.54 |
| 192 | 10 | 1 | 9.5 | 1 | 0.11 | 0.89 | 0.49 |
| 204 | 8 | 1 | 7.5 | 0 | 0.0 | 1.00 | 0.49 |
| 216 | 7 | 2 | 6 | 0 | 0.0 | 1.00 | 0.49 |
| 228 | 5 | 1 | 4.5 | 0 | 0.0 | 1.00 | 0.49 |
| 240 | 4 | 1 | 3.5 | 0 | 0.0 | 1.00 | 0.49 |
| 252 | 3 | 1 | 2.5 | 0 | 0.0 | 1.00 | 0.49 |
| 264 | 2 | 0 | 2 | 0 | 0.0 | 1.00 | 0.49 |
| 276 | 2 | 0 | 2 | 0 | 0.0 | 1.00 | 0.49 |
| 288 | 2 | 1 | 1.5 | 0 | 0.0 | 1.00 | 0.49 |
| 300 | 1 | 0 | 1 | 0 | 0.0 | 1.00 | 0.49 |
| 312 | 1 | 1 | 0.5 | 0 | 0.0 | 1.00 | 0.49 |
Disease-free life table of the patients observed
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| 0 | 686 | 70 | 651 | 9 | 0.01 | 0.99 | 0.99 |
| 12 | 607 | 76 | 569 | 7 | 0.01 | 0.99 | 0.97 |
| 24 | 524 | 103 | 472.5 | 6 | 0.01 | 0.99 | 0.96 |
| 36 | 415 | 94 | 368 | 5 | 0.01 | 0.99 | 0.95 |
| 48 | 316 | 77 | 277.5 | 3 | 0.01 | 0.99 | 0.94 |
| 60 | 236 | 52 | 210 | 0 | 0.0 | 1.00 | 0.94 |
| 72 | 184 | 56 | 156 | 1 | 0.01 | 0.99 | 0.93 |
| 84 | 127 | 42 | 106 | 1 | 0.01 | 0.99 | 0.92 |
| 96 | 84 | 20 | 74 | 0 | 0.0 | 1.00 | 0.92 |
| 108 | 64 | 18 | 55 | 1 | 0.02 | 0.98 | 0.91 |
| 120 | 45 | 7 | 41.5 | 0 | 0.0 | 1.00 | 0.91 |
| 132 | 38 | 16 | 30 | 1 | 0.03 | 0.97 | 0.88 |
| 144 | 21 | 7 | 17.5 | 0 | 0.0 | 1.00 | 0.88 |
| 156 | 14 | 4 | 12 | 1 | 0.08 | 0.92 | 0.80 |
| 168 | 9 | 2 | 8 | 0 | 0.0 | 1.00 | 0.80 |
| 180 | 7 | 1 | 6.5 | 1 | 0.15 | 0.85 | 0.68 |
| 192 | 5 | 0 | 5 | 0 | 0.0 | 1.00 | 0.68 |
| 204 | 5 | 1 | 4.5 | 0 | 0.0 | 1.00 | 0.68 |
| 216 | 4 | 1 | 3.5 | 0 | 0.0 | 1.00 | 0.68 |
| 228 | 3 | 0 | 3 | 0 | 0.0 | 1.00 | 0.68 |
| 240 | 3 | 1 | 2.5 | 0 | 0.0 | 1.00 | 0.68 |
| 252 | 2 | 0 | 2 | 0 | 0.0 | 1.00 | 0.68 |
| 264 | 2 | 0 | 2 | 0 | 0.0 | 1.00 | 0.68 |
| 276 | 2 | 0 | 2 | 0 | 0.0 | 1.00 | 0.68 |
| 288 | 2 | 1 | 1.5 | 0 | 0.0 | 1.00 | 0.68 |
| 300 | 1 | 0 | 1 | 1 | 1.00 | 0.0 | 0.0 |
Fig. 1:Overall survival curve
Fig. 2:Disease-free survival curve
Averages of overall survival times by effective factors
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| Lower Limit | Upper Limit | |||
| Stage I | 176.860 | 9.382 | 158.471 | 195.249 |
| Stage II | 223.672 | 16.998 | 190.356 | 256.987 |
| Stage III | 138.996 | 10.342 | 118.726 | 159.266 |
| Stage IV | 41.417 | 8.140 | 25.463 | 57.371 |
| Stage unknow | 206.778 | 49.791 | 109.187 | 304.368 |
| Stage insitu | 133.923 | 8.721 | 116.830 | 151.016 |
| Overall | 208.356 | 11.757 | 185.313 | 231.400 |
| Under 35 | 149.660 | 15.006 | 120.249 | 179.071 |
| 36–45 | 211.637 | 17.074 | 178.171 | 245.102 |
| 46–55 | 203.076 | 9.618 | 184.225 | 221.927 |
| 56–65 | 138.411 | 11.655 | 115.568 | 161.255 |
| 66–75 | 101.475 | 7.366 | 87.039 | 115.912 |
| Over 75 | 73.898 | 8.316 | 57.597 | 90.198 |
| Overall | 208.356 | 11.757 | 185.313 | 231.400 |
| CerB2 negative | 169.838 | 11.026 | 148.227 | 191.449 |
| CerB2 positive | 187.267 | 22.020 | 144.108 | 230.425 |
| Overall | 197.721 | 16.766 | 164.860 | 230.583 |
| LUMBA | 225.554 | 21.897 | 182.636 | 268.473 |
| LUMB (her2−) | 165.981 | 8.757 | 148.818 | 183.144 |
| LUMB (her2+) | 99.464 | 5.284 | 89.107 | 109.821 |
| her2+ | 132.020 | 15.612 | 101.421 | 162.619 |
| trible(−) | 148.061 | 10.332 | 127.811 | 168.312 |
| Overall | 202.750 | 16.274 | 170.852 | 234.648 |
| Tumor Grade 1.00 | 172.009 | 18.804 | 135.153 | 208.865 |
| Tumor Grade 2.00 | 188.845 | 15.288 | 158.880 | 218.810 |
| Tumor Grade 3.00 | 123.164 | 7.710 | 108.051 | 138.276 |
| Overall | 190.368 | 11.689 | 167.458 | 213.278 |
| Tumor size 1.00 | 154.593 | 15.565 | 124.086 | 185.100 |
| Tumor size 2.00 | 197.384 | 15.153 | 167.683 | 227.084 |
| Tumor size 3.00 | 127.677 | 19.385 | 89.683 | 165.671 |
| Overall | 197.096 | 11.554 | 174.451 | 219.742 |
| ECOG .00 | 275.725 | 7.851 | 260.337 | 291.114 |
| ECOG 1.00 | 168.804 | 15.755 | 137.925 | 199.684 |
| ECOG 2.00 | 84.962 | 12.745 | 59.983 | 109.942 |
| ECOG 3.00 | 37.926 | 9.102 | 20.086 | 55.766 |
| Overall | 208.356 | 11.757 | 185.313 | 231.400 |
| CEA value 0–3 | 220.585 | 11.385 | 198.271 | 242.900 |
| CEA value over 3 | 101.672 | 9.689 | 82.682 | 120.662 |
| Overall | 197.440 | 10.170 | 177.506 | 217.374 |
| CA153 value under 30 | 226.947 | 11.144 | 205.105 | 248.788 |
| CA153 value over 30 | 117.173 | 16.037 | 85.741 | 148.606 |
| Overall | 215.369 | 12.189 | 191.478 | 239.261 |
| LVI1 yok | 160.130 | 8.651 | 143.174 | 177.085 |
| LVI1 var | 140.654 | 14.030 | 113.156 | 168.153 |
| Overall | 156.895 | 9.845 | 137.598 | 176.191 |
| No Multicentricity | 175.593 | 9.270 | 157.425 | 193.762 |
| Multicentricity | 154.732 | 22.591 | 110.454 | 199.011 |
| Overall | 192.324 | 12.768 | 167.298 | 217.350 |
| Neutrophil/lymphocyte under 3.5 | 204.733 | 10.608 | 183.941 | 225.524 |
| Over 3.5 | 147.857 | 22.297 | 104.154 | 191.559 |
| Overall | 208.773 | 11.798 | 185.649 | 231.897 |
| Neutrophil /Platelet Over 0.001 | 208.622 | 11.836 | 185.423 | 231.821 |
| Under 0.001 | 106.333 | 18.284 | 70.496 | 142.171 |
| Overall | 208.773 | 11.798 | 185.649 | 231.897 |
Averages of disease-free survival times by effective factors
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| Estimate | Std. Error | 95% Confidence Interval | ||
| Lower Limit | Upper Limit | |||
| Ki67 value under 28 | 130.125 | 5.408 | 119.524 | 140.725 |
| Ki67 value over 28 | 217.639 | 17.905 | 182.546 | 252.732 |
| Overall | 209.989 | 13.443 | 183.640 | 236.338 |
| LUMBA | 299.721 | 3.787 | 292.300 | 307.143 |
| LUMB (her2−) | 149.938 | 6.305 | 137.581 | 162.295 |
| LUMB (her2+) | 114.436 | 3.712 | 107.161 | 121.710 |
| her2+ | 173.443 | 7.060 | 159.606 | 187.281 |
| trible(−) | 166.057 | 6.760 | 152.808 | 179.306 |
| Overall | 248.878 | 24.061 | 201.719 | 296.037 |
| Tumor Grade 1.00 | 230.649 | 7.151 | 216.634 | 244.665 |
| Tumor Grade 2.00 | 211.244 | 31.566 | 149.374 | 273.114 |
| Tumor Grade 3.00 | 149.211 | 6.153 | 137.151 | 161.271 |
| Overall | 226.711 | 24.924 | 177.860 | 275.563 |
| ECOG | 290.331 | 4.537 | 281.438 | 299.224 |
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| 1.00 | 233.073 | 22.672 | 188.636 | 277.509 |
| 2.00 | 138.334 | 17.190 | 104.642 | 172.026 |
| 3.00 | 94.167 | 12.628 | 69.416 | 118.918 |
| Overall | 251.643 | 16.620 | 219.068 | 284.218 |
| No diabetes | 239.604 | 20.605 | 199.219 | 279.989 |
| patient has diabetes | 240.914 | 3.064 | 234.910 | 246.919 |
| Overall | 251.643 | 16.620 | 219.068 | 284.218 |
| CEA value 0–3 | 269.932 | 6.656 | 256.887 | 282.977 |
| CEA value over 3 | 206.306 | 31.213 | 145.129 | 267.482 |
| Overall | 256.410 | 16.833 | 223.417 | 289.403 |
| CA 153 value under 30 | 269.582 | 6.896 | 256.066 | 283.098 |
| CA 153 value over 30 | 206.306 | 31.213 | 145.129 | 267.482 |
| Overall | 256.152 | 16.857 | 223.112 | 289.192 |
Cox regression analysis results for overall survival
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| Age | 0.044 | 0.033 | 1.773 | 1 | 0.183 | 1.045 | 0.980 | 1.114 |
| Menopause condition | 1.418 | 0.879 | 2.604 | 1 | 0.107 | 4.129 | 0.738 | 23.108 |
| ER | −0.010 | 1.342 | 0.0 | 1 | 0.994 | 0.990 | 0.071 | 13.738 |
| PR | 0.156 | 0.806 | 0.038 | 1 | 0.846 | 1.169 | 0.241 | 5.668 |
| CerB2 | −0.198 | 0.870 | 0.052 | 1 | 0.820 | 0.820 | 0.149 | 4.518 |
| ki67 | 0.012 | 0.011 | 1.221 | 1 | 0.269 | 1.012 | 0.991 | 1.033 |
| LUMB | 2.807 | 4 | 0.591 | |||||
| LUMB(1) | −0.130 | 1.794 | 0.005 | 1 | 0.942 | 0.878 | 0.026 | 29.567 |
| LUMB(2) | −0.180 | 1.555 | 0.013 | 1 | 0.908 | 0.835 | 0.040 | 17.587 |
| LUMB(3) | −1.172 | 1.792 | 0.428 | 1 | 0.513 | 0.310 | 0.009 | 10.376 |
| LUMB(4) | 0.575 | 1.005 | 0.327 | 1 | 0.568 | 1.776 | 0.248 | 12.733 |
| Grade | 3.497 | 2 | 0.174 | |||||
| grade(1) | −1.430 | 0.786 | 3.316 | 1 | 0.069 | 0.239 | 0.051 | 1.115 |
| grade(2) | −0.724 | 0.563 | 1.654 | 1 | 0.198 | 0.485 | 0.161 | 1.462 |
| Tumor size | 0.099 | 0.099 | 0.998 | 1 | 0.318 | 1.104 | 0.909 | 1.341 |
| LVI1 | −0.241 | 0.528 | 0.208 | 1 | 0.649 | 0.786 | 0.279 | 2.214 |
| Surgical border | 2.520 | 2 | 0.284 | |||||
| Surgical border (1) | 0.186 | 1.240 | 0.022 | 1 | 0.881 | 1.204 | 0.106 | 13.698 |
| Surgical border (2) | 1.387 | 0.882 | 2.474 | 1 | 0.116 | 4.003 | 0.711 | 22.551 |
| multicentricity | 1.120 | 0.554 | 4.086 | 1 | 0.043 | 3.063 | 1.035 | 9.071 |
| ECOG | 6.321 | 3 | 0.097 | |||||
| ECOG(1) | −2.213 | 1.258 | 3.092 | 1 | 0.079 | 0.109 | 0.009 | 1.289 |
| ECOG(2) | −1.573 | 1.188 | 1.753 | 1 | 0.185 | 0.207 | 0.020 | 2.129 |
| ECOG(3) | −3.115 | 1.330 | 5.483 | 1 | 0.019 | 0.044 | 0.003 | 0.602 |
| Comorbidity | 1.717 | 1.026 | 2.799 | 1 | 0.094 | 5.567 | 0.745 | 41.599 |
| Diabetes | −1.594 | 0.803 | 3.945 | 1 | 0.047 | 0.203 | 0.042 | 0.979 |
| hypertension | −1.655 | 1.042 | 2.522 | 1 | 0.112 | 0.191 | 0.025 | 1.473 |
| Family story | 0.503 | 0.680 | 0.547 | 1 | 0.460 | 1.654 | 0.436 | 6.274 |
| CEA | −.077 | 0.057 | 1.847 | 1 | 0.174 | 0.926 | 0.828 | 1.035 |
| CA15-3 | 0.022 | 0.006 | 12.770 | 1 | 0.0 | 1.022 | 1.010 | 1.034 |
| Neutrophil/lymphocyte | 0.445 | 0.182 | 5.959 | 1 | 0.015 | 1.561 | 1.092 | 2.232 |
| Neutrophil/Plt | −25.158 | 32.829 | 0.587 | 1 | 0.443 | 0.0 | 0.0 | - |
| Stage | 15.122 | 3 | 0.002 | |||||
| stage (1) | 0.480 | 1.325 | 0.131 | 1 | 0.717 | 1.616 | 0.120 | 21.707 |
| stage (2) | 1.034 | 1.286 | 0.646 | 1 | 0.421 | 2.812 | 0.226 | 34.972 |
| stage (3) | 4.102 | 1.552 | 6.988 | 1 | 0.008 | 60.433 | 2.888 | 1264.58 |
| Histology | 1.202 | 3 | 0.753 | |||||
| histology(1) | 0.134 | 0.700 | 0.036 | 1 | 0.849 | 1.143 | 0.290 | 4.509 |
| histology(2) | 1.095 | 1.503 | 0.531 | 1 | 0.466 | 2.991 | 0.157 | 56.904 |
| histology(3) | −0.436 | 1.019 | 0.183 | 1 | 0.669 | 0.646 | 0.088 | 4.765 |
Cox regression analysis for disease-free survival
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| Stage | 1.105 | 4a | 0.894 | |||||
| Stage (1) | 0.437 | 107.970 | 0.0 | 1 | 0.997 | 1.549 | 0.0 | 1.241E+092 |
| Stage (2) | 4.367 | 107.705 | 0.002 | 1 | 0.968 | 78.844 | 0.0 | 3.761E+093 |
| Stage (3) | 5.079 | 107.711 | 0.002 | 1 | 0.962 | 160.665 | 0.0 | 7.760E+093 |
| Stage (5) | 12.967 | 109.516 | 0.014 | 1 | 0.906 | 427844.351 | 0.0 | 7.100E+098 |
| Histology | 2.652 | 3a | 0.448 | |||||
| histology(1) | −1.413 | 1.174 | 1.448 | 1 | 0.229 | 0.243 | 0.024 | 2.432 |
| histology(2) | −0.277 | 2.370 | 0.014 | 1 | 0.907 | 0.758 | 0.007 | 78.897 |
| histology(3) | −7.592 | 8.020 | 0.896 | 1 | 0.344 | 0.001 | 0.0 | 3386.424 |
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| 2.208 | 1.192 | 3.434 | 1 | 0.064 | 9.101 | 0.880 | 94.089 |
| ER | −2.871 | 14.948 | 0.037 | 1 | 0.848 | 0.057 | 0.0 | 299715238063 |
| PR | −1.323 | 2.059 | 0.413 | 1 | 0.520 | 0.266 | 0.005 | 15.051 |
| CerB2 | −0.291 | 1.197 | 0.059 | 1 | 0.808 | 0.747 | 0.072 | 7.805 |
| LUMB | 2.077 | 4 | 0.722 | |||||
| LUMB(1) | −7.694 | 16.076 | 0.229 | 1 | 0.632 | 0.0 | 0.0 | 21984616206.4 |
| LUMB(2) | −3.053 | 15.039 | 0.041 | 1 | 0.839 | 0.047 | 0.0 | 298489263376 |
| LUMB(3) | −4.342 | 15.087 | 0.083 | 1 | 0.773 | 0.013 | 0.0 | 90458906001.1 |
| LUMB(4) | 1.234 | 1.527 | 0.653 | 1 | 0.419 | 3.435 | 0.172 | 68.510 |
| Grade | 6.177 | 2 | 0.046 | |||||
| grade(1) | −0.466 | 1.252 | 0.138 | 1 | 0.710 | 0.628 | 0.054 | 7.296 |
| grade(2) | −2.373 | 0.962 | 6.086 | 1 | 0.014 | 0.093 | 0.014 | 0.614 |
| LVI1 | 1.229 | 1.013 | 1.472 | 1 | 0.225 | 3.419 | 0.469 | 24.916 |
| Surgical border | 0.351 | 2 | 0.839 | |||||
| Surgical border (1) | −0.946 | 1.763 | 0.288 | 1 | 0.591 | 0.388 | 0.012 | 12.288 |
| Surgical border (2) | −4.784 | 19.549 | 0.060 | 1 | 0.807 | 0.008 | 0.0 | 364717444650213.300 |
| Multicentricity | −2.411 | 0.929 | 6.737 | 1 | 0.009 | 0.090 | 0.015 | 0.554 |
| ECOG | 11.328 | 3 | 0.010 | |||||
| ECOG(1) | −5.365 | 2.021 | 7.046 | 1 | 0.008 | 0.005 | 0.0 | 0.246 |
| ECOG(2) | −3.232 | 1.843 | 3.076 | 1 | 0.079 | 0.039 | 0.001 | 1.462 |
| ECOG(3) | −2.291 | 2.130 | 1.157 | 1 | 0.282 | 0.101 | 0.002 | 6.582 |
| Comorbidity | 3.138 | 7.023 | 0.200 | 1 | 0.655 | 23.047 | 0.0 | 21900797.962 |
| Diabetes | 0.048 | 1.331 | 0.001 | 1 | 0.971 | 1.049 | 0.077 | 14.230 |
| Hypertension | −4.370 | 7.016 | 0.388 | 1 | 0.533 | 0.013 | 0.0 | 11857.485 |
| Family story | 0.756 | 1.021 | 0.549 | 1 | 0.459 | 2.130 | 0.288 | 15.747 |