| Literature DB >> 35119006 |
Abstract
ABSTRACT: We retrospectively reviewed the medical records of patients with pathologically confirmed gastric cancer/adenocarcinoma who underwent curative surgical resection follow-up within 3 years at Shanxi cancer hospital between 2002 and 2020. The clinicopathologic parameters explored included gender, age at surgery, vascular invasion, neural invasion, Tumor infiltration depth (T stage), N stage, TNM stage, chemotherapy, Lauren classification, maximum diameter of tumor, type of gastrectomy, tumor location and survival data.With a median follow-up of 29 months (range 0-36 months), the ratio of patients with recurrence was 26.80% (n = 226) and the death rate of patients was 45.31% (n = 382) in this period. According to the results of univariate analysis, gender (P = .014), age at surgery (P = .010), vascular invasion (P = .000), neural invasion (P = .000), T stage (P = .000), N stage (P = .000), TNM stage (P = .000), chemotherapy cycle (P = .000), lauren classification (P = .000), maximum diameter of tumor (P = .000), type of gastrectomy (P = .000) were independent risk factors of recurrence of follow-up within 3 years. From the multivariate analysis by logistic regression showed that TNM Stage (P = .002), chemotherapy cycle (P = .000) were risk factors of recurrence of follow-up within 3 years. Univariate analysis of survival by Kaplan-Meier showed that gender (P = .038), vascular invasion (P = .000), neural invasion (P = .000), maximum diameter of tumor (P = .000), Lauren classification (P = .000), T stage (P = .000), N stage (P = .000), TNM Stage (P = .000) and type of gastrectomy (P = .000) were key factors linked to overall survival of follow-up within 3 years. The results of the multivariate analysis by Cox regression were clearly presented that T Stage (P = .000), TNM stage (P = .001), maximum diameter of tumor (P = .001) were key factors of overall survival of follow-up within 3 years.TNM Stage, chemotherapy cycle were closely related to recurrence and of follow-up within 3 years. More than 9 cycles of chemotherapy was able to reduce the probability of recurrence. T Stage, TNM stage, maximum diameter of tumor were independent factors associated with overall survival of gastric cancer of follow-up within 3 years. For maximum diameter of tumor, the probability of death of more than 6 cm was 1.317 times less than 6 cm within 3 years of follow-up.Entities:
Mesh:
Year: 2022 PMID: 35119006 PMCID: PMC8812606 DOI: 10.1097/MD.0000000000028620
Source DB: PubMed Journal: Medicine (Baltimore) ISSN: 0025-7974 Impact factor: 1.889
The univariate analysis of postoperative recurrence and metastasis.
| Recurrence and metastasis |
| ||
| Risky factors | Yes | NO | Univariate |
| Gender | |||
| Male | 166 | 501 | χ2 = 6.011 |
| Female | 60 | 116 | |
| Age (yr) | |||
| ≤58 | 108 | 234 | χ2 = 6.637 |
| >58 | 118 | 383 | |
| T-stage | |||
| T1 | 9 | 108 | χ2 = 54.875 |
| T2 | 4 | 22 | |
| T3 | 69 | 257 | |
| T4 | 144 | 230 | |
| N stage | |||
| N0 | 18 | 211 | χ2 = 85.761 |
| N1 | 27 | 112 | |
| N2 | 31 | 83 | |
| N3 | 150 | 211 | |
| TNM stage | |||
| I | 7 | 120 | χ2 = 89.081 |
| II | 26 | 168 | |
| III | 167 | 313 | |
| IV | 26 | 16 | |
| Tumor location∗ | |||
| Upper | 116 | 338 | χ2 = 3.076 |
| Middle | 47 | 110 | |
| Lower | 63 | 163 | |
| Multiple | 0 | 6 | |
| Type of gastrectomy | |||
| Proximal | 9 | 50 | χ2 = 11.447 |
| Distal | 59 | 168 | |
| Total | 188 | 369 | |
| Vascular invasion | |||
| Negative | 47 | 288 | χ2 = 46.267 |
| Positive | 179 | 329 | |
| Neural invasion | |||
| Negative | 72 | 316 | χ2 = 24.949 |
| Positive | 154 | 301 | |
| Lauren classification | |||
| Intestinal | 38 | 232 | χ2 = 46.622 |
| Diffuse | 129 | 205 | |
| Mixed | 59 | 180 | |
| Maximum diameter of tumor (cm) | |||
| <6 | 105 | 388 | χ2 = 18.378 |
| ≥6 | 121 | 229 | |
| Chemotherapy Cycle | |||
| <9 cycle | 198 | 15 | χ2 = 221.678 |
| ≥9 cycle | 214 | 416 | |
Fisher exact test.
Pairwise comparisons of multiple experimental groups.
| Risky factors | χ2 |
|
| T-stage | ||
| T1 vs T2 | χ2 = 1.523 | .255 |
| T1 vs T3 | χ2 = 10.774 | .001 |
| T1 vs T4 | χ2 = 39.439 | .000 |
| T2 vs T3 | χ2 = 0.490 | .619 |
| T2 vs T4 | χ2 = 5.574 | .020 |
| T3vsT4 | χ2 = 24.730 | .000 |
| N stage | ||
| N0 vs N1 | χ2 = 10.777 | .001 |
| N0 vs N2 | χ2 = 23.231 | .000 |
| N0 vs N3 | χ2 = 78.091 | .000 |
| N1 vs N2 | χ2 = 2.139 | .176 |
| N1 vs N3 | χ2 = 21.486 | .000 |
| N2 vs N3 | χ2 = 7.573 | .006 |
| TNM stage | ||
| I vs II | χ2 = 5.181 | .023 |
| I vs III | χ2 = 42.105 | .000 |
| I vs IV | χ2 = 63.876 | .000 |
| II vs III | χ2 = 30.932 | .000 |
| II vs IV | χ2 = 47.280 | .000 |
| III vs IV | χ2 = 12.183 | .001 |
| Lauren classification | ||
| Intestinal vs diffuse | χ2 = 44.979 | .000 |
| Intestinal vs mixed | χ2 = 9.256 | .002 |
| Diffuse vs mixed | χ2 = 12.274 | .001 |
| Type of gastrectomy | ||
| Proximal vs distal | χ2 = 2.979 | .089 |
| Proximal vs total | χ2 = 8.392 | .005 |
| Distal vs total | χ2 = 2.979 | .034 |
Multivariate analysis of postoperative recurrence and metastasis analysed by logistic regression.
| Risky factors |
| SE | Wald | df |
| Exp(B) | 95% CI |
| Gender | |||||||
| Male vs Female | −0.199 | 0.216 | 0.854 | 1 | .355 | 0.819 | 0.537–1.250 |
| Age (yr) | −0.011 | 0.009 | 1.504 | 1 | .220 | 0.989 | 0.972–1.006 |
| T-stage | 3.873 | 3 | 0.275 | ||||
| T1 vs T2 | −0.660 | 0.885 | 0.556 | 1 | .456 | 0.517 | 0.091–2.929 |
| T1 vs T3 | −1.109 | 0.874 | 1.609 | 1 | .205 | 0.330 | 0.060–1.830 |
| T1 vs T4 | −0.768 | 0.890 | 0.744 | 1 | .388 | 0.464 | 0.081–2.655 |
| N stage | 5.619 | 3 | .132 | ||||
| N0 vs N1 | 0.530 | 0.409 | 1.681 | 1 | .195 | 1.699 | 0.763–3.783 |
| NO vs N2 | 0.832 | 0.536 | 2.404 | 1 | .121 | 2.297 | 0.803–6.571 |
| N0 vs N3 | 1.119 | 0.512 | 4.773 | 1 | .029 | 3.062 | 1.122–8.354 |
| TNM Stage | 14.547 | 3 | .002 | ||||
| I vs II | 1.050 | 0.913 | 1.323 | 1 | .250 | 2.859 | 0.477–17.128 |
| I vs III | 1.381 | 1.074 | 1.652 | 1 | .199 | 3.978 | 0.484–32.672 |
| I vs IV | 2.500 | 1.071 | 5.446 | 1 | .020 | 12.187 | 1.492–99.517 |
| Vascular invasion | |||||||
| Negative vs positive | 0.252 | 0.229 | 1.219 | 1 | .270 | 1.287 | 0.822–2.014 |
| Neural invasion | |||||||
| Negative vs positive | −0.044 | 0.201 | 0.048 | 1 | .827 | 0.957 | 0.645–1.419 |
| Lauren classification | 1.076 | 2 | .584 | ||||
| Intestinal vs diffuse | 0.237 | 0.249 | 0.900 | 1 | .343 | 1.267 | 0.777–2.066 |
| Mixed vs intestinal | 0.073 | 0.260 | 0.079 | 1 | .779 | 1.076 | 0.646–1.792 |
| Maximum diameter of tumor (cm) | |||||||
| <6 vs ≥6 | 0.176 | 0.191 | 0.851 | 1 | .356 | 1.193 | 0.820–1.735 |
| Chemotherapy cycle | |||||||
| <9 cycle vs ≥9 cycle | −1.216 | 0.190 | 41.119 | 1 | .000 | 0.296 | 0.204–0.430 |
| Type of gastrectomy | 0.729 | 2 | .694 | ||||
| Proximal vs distal | 0.135 | 0.446 | 0.092 | 1 | .761 | 1.145 | 0.478–2.744 |
| Proximal vs total | −0.049 | 0.434 | 0.013 | 1 | .910 | 0.952 | 0.407–2.227 |
B = regression coefficient, CI = confidence interval, df = degree of freedom, Exp(B) = odds ratio, SE = standard error.
Multivariate analysis of postoperative recurrence and metastasis used by stepwise regression of multiple linear regression.
| Risky factors |
| SE | Beta |
| Sig | Tolerance | VIF |
| N stage | 0.053 | 0.018 | 0.152 | 2.918 | 0.004 | 0.368 | 2.717 |
| Chemotherapy Cycle | −0.238 | 0.033 | −0.234 | −7.321 | 0.000 | 0.979 | 1.022 |
| TNM Stage | 0.088 | 0.028 | 0.161 | 3.110 | 0.002 | 0.371 | 2.695 |
B = regression coefficient, Beta = standardized coefficients, SE = standard error, sig = significance, VIF = variance inflation factor.
The univariate analysis of overall survival by Kaplan–Meier.
| Mean | Median | ||||||
| Risky factors | survival time | SE | 95% CI | Survival time | SE | 95% CI |
|
| Gender | .038 | ||||||
| Male | 26.365 | 0.396 | 25.588–27.142 | 30.000 | 1.215 | 27.618–32.382 | |
| Female | 24.644 | 0.829 | 23.019–26.270 | 24.000 | 0.999 | 22.043–25.957 | |
| Vascular invasion | .000 | ||||||
| Positive | 23.805 | 0.459 | 22.905–24.705 | 24.000 | 0.195 | 23.617–24.383 | |
| Negative | 29.753 | 0.503 | 28.768–30.739 | 35.000 | 0.325 | 34.364–35.636 | |
| Neural invasion | .000 | ||||||
| Positive | 24.307 | 0.478 | 23.370–25.244 | 24.000 | 0.516 | 22.988–25.012 | |
| Negative | 28.263 | 0.517 | 27.251–29.275 | 34.000 | 0.513 | 32.994–35.006 | |
| Age | .055 | ||||||
| ≤58 yr | 27.055 | 0.528 | 26.021–28.089 | 31.000 | 1.438 | 28.181–33.819 | |
| >58 yr | 25.311 | 0.482 | 24.367–26.255 | 27.000 | 0.915 | 25.206–28.794 | |
| Maximum diameter of Tumor | .000 | ||||||
| <6cm | 28.304 | 0.452 | 27.418–29.191 | 33.000 | 0.459 | 32.100–33.900 | |
| ≥6cm | 23.278 | 0.539 | 22.223–24.334 | 24.000 | 0.200 | 3.608–24.392 | |
| Chemotherapy Cycle | .742 | ||||||
| <9 cycle | 26.631 | 0.683 | 25.293–27.970 | 31.000 | 1.566 | 27.930–34.070 | |
| ≥9 cycle | 25.848 | 0.418 | 25.030–26.667 | 28.000 | 0.913 | 26.211–29.789 | |
| Lauren classification | .000 | ||||||
| Intestinal | 28.613 | 0.599 | 27.438–29.788 | 34.000 | 0.942 | 32.153–35.847 | |
| Diffuse | 23.143 | 0.560 | 22.045–24.241 | 24.000 | 0.375 | 23.265–24.735 | |
| Mixed | 27.737 | 0.650 | 26.462–29.012 | 31.000 | 0.781 | 29.469–32.531 | |
| T stage | .000 | ||||||
| T1 | 32.382 | 0.721 | 30.967–33.796 | 35.000 | 1.105 | 32.834–37.166 | |
| T2 | 30.410 | 1.845 | 26.793–34.027 | 35.000∗ | |||
| T3 | 29.990 | 0.550 | 28.913–31.068 | 35.000 | 1.288 | 32.475–37.525 | |
| T4 | 22.005 | 0.485 | 21.054–22.956 | 24.000 | 0.545 | 22.931–25.069 | |
| N stage | .000 | ||||||
| N0 | 31.396 | 0.588 | 30.244–32.548 | 35.000∗ | |||
| N1 | 28.177 | 0.866 | 26.479–29.875 | 33.000 | 0.768 | 31.494–34.506 | |
| N2 | 24.801 | 0.944 | 22.951–26.652 | 24.000 | 0.776 | 22.480–25.520 | |
| N3 | 23.131 | 0.523 | 22.106–24.157 | 24.000 | 0.203 | 23.602–24.398 | |
| TNM stage | .000 | ||||||
| I | 32.713 | 0.682 | 1.375–34.050 | 35.000 | 1.468 | 32.122–37.878 | |
| II | 30.807 | 0.665 | 29.503–32.110 | 35.000∗ | |||
| III | 23.827 | 0.456 | 22.932–24.721 | 24.000 | 0.166 | 23.675–24.325 | |
| IV | 19.024 | 1.122 | 16.825–21.224 | 19.000 | 2.813 | 13.487–24.513 | |
| Tumor location | .090 | ||||||
| Upper | 26.039 | 0.472 | 25.113–26.964 | 29.000 | 1.447 | 26.164–31.836 | |
| Middle | 24.730 | 0.825 | 23.113–26.347 | 24.000 | 1.540 | 20.981–27.019 | |
| Lower | 26.693 | 0.740 | 25.243–28.143 | 32.000 | 2.619 | 26.866–37.134 | |
| Type of gastrectomy | .000 | ||||||
| Proximal | 29.450 | 1.201 | 27.096–31.804 | 33.000 | 0.606 | 31.813–34.187 | |
| Distal | 27.709 | 0.700 | 26.337–29.081 | 33.000 | 0.622 | 31.781–34.219 | |
| Total | 24.933 | 0.437 | 24.076–25.789 | 24.000 | 0.542 | 22.937–25.063 | |
| Overall | 26.026 | 0.358 | 25.324–26.727 | 29.000 | 0.677 | 27.673–30.327 | |
T2, N0, II of median can not estimate because all of patients with T2, N0, II were alive in 3 years.
Figure 1OS curves for sex.
Figure 2OS curves for vascular invasion.
Figure 3OS curves for neural invasion.
Figure 4OS curves for age.
Figure 5OS curves for maximum diameter of tumor.
Figure 6OS curves for chemotherapy cycle.
Figure 7OS curves for Lauren classification.
Figure 8OS curves for T stage.
Figure 9OS curves for N stage.
Figure 10OS curves for TNM.
Figure 11OS curves for tumor location.
Figure 12OS curves for type of gastrectomy Word count: 4310.
Multivariate analysis of overall survival analysed by COX regression.
| Risky factors |
| SE | Wald | df |
| Hazard ratio | 95% CI |
| Gender | |||||||
| Male vs Female | −0.111 | 0.128 | 0.748 | 1 | .387 | 0.895 | 0.696–1.151 |
| Age (yr) | 0.013 | 0.005 | 6.020 | 1 | .014 | 1.013 | 1.003–1.024 |
| T-stage | 30.657 | 3 | .000 | ||||
| T1 vs T2 | −0.001 | 0.570 | 0.000 | 1 | .999 | 0.999 | 0.327–3.056 |
| T1 vs T3 | −0.620 | 0.517 | 1.434 | 1 | .231 | 0.538 | 0.195–1.483 |
| T1 vs T4 | 0.229 | 0.518 | 0.195 | 1 | .658 | 1.258 | 0.455–3.474 |
| N stage | 0.258 | 3 | .968 | ||||
| N0 vs N1 | −0.005 | 0.296 | 0.000 | 1 | .988 | 0.995 | 0.557–1.779 |
| NO vs N2 | 0.009 | 0.338 | 0.001 | 1 | .980 | 1.009 | 0.520–1.955 |
| N0 vs N3 | 0.067 | 0.323 | 0.043 | 1 | .836 | 1.069 | 0.567–2.015 |
| TNM stage | 15.473 | 3 | .001 | ||||
| I vs II | 0.821 | 0.560 | 2.146 | 1 | .143 | 2.272 | 0.758–6.814 |
| I vs III | 1.263 | 0.653 | 3.744 | 1 | .053 | 3.537 | 0.984–12.717 |
| I vs IV | 1.802 | 0.642 | 7.882 | 1 | .005 | 6.060 | 1.723–21.318 |
| Vascular invasion | |||||||
| Negative vs Positive | 0.257 | 0.143 | 3.217 | 1 | .073 | 1.294 | 0.976–1.714 |
| Neural invasion | |||||||
| Negative vs Positive | 0.014 | 0.124 | 0.013 | 1 | .910 | 1.014 | 0.795–1.293 |
| Lauren classification | 2.484 | 2 | .289 | ||||
| Intestinal vs Diffuse | 0.163 | 0.147 | 1.224 | 1 | .268 | 1.177 | 0.882–1.571 |
| Mixed vs Intestinal | −0.029 | 0.163 | 0.033 | 1 | .856 | 0.971 | 0.706–1.336 |
| Maximum diameter of Tumor (cm) | |||||||
| <6 vs ≥6 | 0.276 | 0.112 | 6.086 | 1 | .014 | 1.317 | 1.058–1.640 |
| Chemotherapy Cycle | |||||||
| <9 cycle vs ≥9 cycle | 0.150 | 0.119 | 1.582 | 1 | .208 | 1.162 | 0.920–1.468 |
| Type of gastrectomy | 0.246 | 2 | .884 | ||||
| Proximal vs Distal | 0.120 | 0.248 | 0.235 | 1 | .628 | 1.128 | 0.693–1.835 |
| Proximal vs Total | 0.109 | 0.235 | 0.214 | 1 | .644 | 1.115 | 0.703–1.767 |
B = regression coefficient, CI = confidence interval, df = degree of freedom, SE = standard error.
Pairwise comparisons of multiple experimental groups by Kaplan–Meier.
| Risky factors | χ2 |
|
| T-stage | ||
| T1 vs T2 | χ2 = 0.812 | .368 |
| T1 vs T3 | χ2 = 4.605 | .302 |
| T1 vs T4 | χ2 = 79.587 | .000 |
| T2 vs T3 | χ2 = 0.064 | .800 |
| T2 vs T4 | χ2 = 12.558 | .000 |
| T3 vs T4 | χ2 = 110.363 | .000 |
| N stage | ||
| N0 vs N1 | χ2 = 12.570 | .000 |
| N0 vs N2 | χ2 = 42.269 | .000 |
| N0 vs N3 | χ2 = 87.367 | .000 |
| N1 vs N2 | χ2 = 7.226 | .007 |
| N1 vs N3 | χ2 = 23.547 | .000 |
| N2 vs N3 | χ2 = 2.944 | .086 |
| TNM stage | ||
| I vs II | χ2 = 3.162 | .075 |
| I vs III | χ2 = 62.739 | .000 |
| I vs IV | χ2 = 90.699 | .000 |
| II vs III | χ2 = 58.664 | .000 |
| II vs IV | χ2 = 76.460 | .000 |
| III vs IV | χ2 = 13.893 | .000 |
| Lauren classification | ||
| Intestinal vs diffuse | χ2 = 43.862 | .000 |
| Intestinal vs mixed | χ2 = 2.319 | .128 |
| Diffuse vs mixed | χ2 = 23.594 | .000 |
| Tumor location | ||
| Upper vs middle | χ2 = 1.094 | .296 |
| Upper vs lower | χ2 = 2.302 | .129 |
| Middle vs lower | χ2 = 4.735 | .030 |
| Type of gastrectomy | ||
| Proximal vs distal | χ2 = .0.609 | .435 |
| Proximal vs total | χ2 = 10.315 | .000 |
| Distal vs total | χ2 = 13.687 | .030 |