| Literature DB >> 32038984 |
Chaobin He1, Xin Huang1, Yu Zhang2, Zhiyuan Cai1, Xiaojun Lin1, Shengping Li1.
Abstract
Locally advanced pancreatic cancer (LAPC) has a dismal prognosis even after standard chemotherapy, and local progression contributes to nearly one-third of the deaths of these patients. As a local destructive method, irreversible electroporation (IRE) can feasibly treat LAPC. The aim of this study was to evaluate IRE combined with chemotherapy as a new treatment and compare its efficacy with that of chemotherapy alone in patients with LAPC. The data of LAPC patients who received chemotherapy with or without IRE were extracted from Surveillance, Epidemiology, and End Results (SEER) database and medical records of Sun Yat-sen University Cancer Center (SYSUCC). The efficacy of these two treatments was compared using propensity score matching (PSM) analysis. LAPC patients treated with the combination therapy had better overall survival (OS). Significantly higher cancer-specific survival (CSS) and progression-free survival (PFS) rates were also observed in patients after IRE combined with chemotherapy, compared with chemotherapy alone. IRE combined with chemotherapy was established as a favorable factor for OS, CSS, and PFS in LAPC patients. This combination method may be a more suitable treatment for patients with LAPC.Entities:
Keywords: SEER; chemotherapy; efficacy; irreversible electroporation; locally advanced pancreatic cancer
Year: 2020 PMID: 32038984 PMCID: PMC6987260 DOI: 10.3389/fonc.2020.00006
Source DB: PubMed Journal: Front Oncol ISSN: 2234-943X Impact factor: 6.244
Figure 1Flow diagram of the data selection process.
Comparisons of clinical and imaging characteristics of patients.
| Total number | 167 | 3,348 | 3,515 | 167 | 2,505 | 2,672 | ||||
| Age (years) | ≤60 | 51 | 946 | 997 | 0.538 | 51 | 681 | 732 | 0.370 | 0.002 |
| >60 | 116 | 2,402 | 2,518 | 116 | 1,824 | 1,940 | ||||
| Gender | Female | 78 | 1,665 | 1,743 | 0.476 | 78 | 1,251 | 1,329 | 0.425 | 0.001 |
| Male | 89 | 1,683 | 1,772 | 89 | 1,254 | 1,343 | ||||
| Race | Black | 16 | 458 | 474 | 0.088 | 16 | 351 | 387 | 0.084 | 0.005 |
| White | 141 | 2,583 | 2,724 | 141 | 1,929 | 2,070 | ||||
| Others | 10 | 307 | 317 | 10 | 225 | 235 | ||||
| Tumor size (cm) | ≤2 | 7 | 120 | 127 | 0.778 | 7 | 91 | 98 | 0.808 | 0.021 |
| 2~4 | 71 | 1,508 | 1,579 | 71 | 1,124 | 1,195 | ||||
| >4 | 89 | 1,720 | 1,809 | 89 | 1,290 | 1,379 | ||||
| Tumor grade | Well | 15 | 174 | 189 | 0.058 | 15 | 140 | 155 | 0.051 | 0.016 |
| Moderate | 74 | 1,522 | 1,596 | 74 | 1,094 | 1,168 | ||||
| Poor | 78 | 1,652 | 1,730 | 78 | 1,271 | 1,349 | ||||
| LN metastasis | Absent | 119 | 2,189 | 2,308 | 0.133 | 119 | 1,654 | 1,773 | 0.177 | 0.007 |
| Present | 48 | 1,159 | 1,207 | 48 | 851 | 899 | ||||
| Tumor site | Head | 84 | 1,799 | 1,883 | 0.473 | 84 | 1,352 | 1,436 | 0.547 | 0.024 |
| Body | 53 | 1,057 | 1,110 | 53 | 772 | 825 | ||||
| Tail | 30 | 492 | 522 | 30 | 381 | 411 | ||||
| Radiotherapy | No | 127 | 2,119 | 2,246 | 0.001 | 127 | 1,870 | 1,897 | 0.783 | 0.156 |
| Yes | 40 | 1,229 | 1,269 | 40 | 635 | 675 | ||||
| Total number | 36 | 96 | 132 | 36 | 36 | 72 | ||||
| Age (years) | ≤60 | 20 | 52 | 72 | 0.887 | 20 | 20 | 40 | 1.000 | 0.032 |
| >60 | 16 | 44 | 60 | 16 | 16 | 32 | ||||
| Gender | Female | 17 | 71 | 88 | 0.006 | 17 | 24 | 41 | 0.153 | 0.146 |
| Male | 19 | 25 | 44 | 19 | 12 | 31 | ||||
| Tumor size (cm) | ≤2 | 1 | 9 | 10 | 0.061 | 1 | 1 | 2 | 0.256 | 0.032 |
| 2~4 | 20 | 34 | 54 | 20 | 13 | 33 | ||||
| >4 | 15 | 53 | 68 | 15 | 22 | 37 | ||||
| Tumor grade | Well | 3 | 1 | 4 | 0.092 | 3 | 1 | 4 | 0.588 | 0.047 |
| Moderate | 20 | 56 | 76 | 20 | 21 | 41 | ||||
| Poor | 13 | 39 | 52 | 13 | 14 | 27 | ||||
| LN metastasis | Absent | 29 | 31 | 60 | <0.001 | 29 | 29 | 58 | 1.000 | 0.066 |
| Present | 7 | 65 | 72 | 7 | 7 | 14 | ||||
| Tumor site | Head | 18 | 45 | 63 | 0.001 | 18 | 19 | 37 | 0.015 | 0.014 |
| Body | 15 | 16 | 31 | 15 | 6 | 21 | ||||
| Tail | 3 | 35 | 38 | 3 | 11 | 14 | ||||
| WBC (*109) | ≤10 | 32 | 80 | 112 | 0.588 | 32 | 34 | 66 | 0.674 | 0.037 |
| >10 | 4 | 16 | 20 | 4 | 2 | 6 | ||||
| HGB (g/L) | ≤120 | 10 | 25 | 35 | 0.828 | 10 | 10 | 20 | 1.000 | 0.011 |
| >120 | 26 | 71 | 97 | 26 | 26 | 52 | ||||
| PLT (*109) | ≤300 | 31 | 77 | 108 | 0.613 | 31 | 30 | 61 | 0.743 | 0.087 |
| >300 | 5 | 19 | 24 | 5 | 6 | 11 | ||||
| ALT (U/L) | ≤40 | 26 | 70 | 96 | 0.936 | 26 | 27 | 53 | 0.789 | 0.092 |
| >40 | 10 | 26 | 36 | 10 | 9 | 19 | ||||
| AST (U/L) | ≤40 | 29 | 78 | 107 | 0.928 | 29 | 31 | 60 | 0.753 | 0.073 |
| >40 | 7 | 18 | 25 | 7 | 5 | 12 | ||||
| ALP (U/L) | ≤100 | 18 | 44 | 62 | 0.439 | 19 | 18 | 37 | 0.816 | 0.071 |
| >100 | 18 | 52 | 70 | 17 | 18 | 35 | ||||
| GGT (U/L) | ≤45 | 19 | 37 | 56 | 0.166 | 19 | 19 | 38 | 0.989 | −0.001 |
| >45 | 17 | 59 | 76 | 17 | 17 | 34 | ||||
| ALB (g/L) | ≤40 | 4 | 42 | 46 | <0.001 | 4 | 10 | 14 | 0.135 | 0.110 |
| >40 | 32 | 54 | 86 | 32 | 26 | 58 | ||||
| TBIL (umol/L) | ≤20.5 | 27 | 76 | 103 | 0.640 | 27 | 27 | 54 | 1.000 | 0.013 |
| >20.5 | 9 | 20 | 29 | 9 | 9 | 18 | ||||
| IBIL (umol/L) | ≤15 | 32 | 93 | 125 | 0.099 | 32 | 36 | 68 | 0.115 | −0.182 |
| >15 | 4 | 3 | 7 | 4 | 0 | 4 | ||||
| CRP (ng/L) | ≤3 | 24 | 30 | 54 | <0.001 | 25 | 20 | 45 | 0.216 | 0.072 |
| >3 | 12 | 66 | 78 | 11 | 16 | 27 | ||||
| CEA (ng/mL) | ≤5 | 21 | 40 | 61 | 0.116 | 21 | 15 | 36 | 0.157 | 0.175 |
| >5 | 15 | 56 | 71 | 15 | 21 | 36 | ||||
| CA19-9 (U/ml) | ≤35 | 9 | 13 | 22 | 0.189 | 9 | 5 | 14 | 0.372 | −0.212 |
| >35 | 27 | 83 | 110 | 27 | 30 | 57 | ||||
| HBsAg | Negative | 33 | 88 | 121 | 0.974 | 33 | 33 | 66 | 1.000 | 0.003 |
| Positive | 3 | 8 | 11 | 3 | 3 | 6 | ||||
| ECGO PS score | 0 | 15 | 41 | 56 | 0.809 | 15 | 20 | 35 | 0.468 | 0.165 |
| 1 | 19 | 52 | 71 | 19 | 15 | 34 | ||||
| 2 | 2 | 3 | 5 | 2 | 1 | 3 | ||||
| Chemotherapy | FOLFIRINOX | 21 | 52 | 73 | 0.668 | 22 | 23 | 45 | 0.796 | 0.087 |
| Gem | 15 | 44 | 59 | 14 | 13 | 27 | ||||
LN, lymph node metastasis; TNM, tumor-node-metastasis stage; WBC, white blood cell count; PLT, platelet count; ALT, alanine transaminase; AST, aspartate aminotransferase; ALP, alkaline phosphatase; GGT, glutamyl transpeptidase; ALB, albumin; TBIL, total bilirubin; IBIL, indirect bilirubin; CRP, C-reactive protein; HBsAg, hepatitis B surface antigen; CEA, carcinoembryonic antigen; CA19-9, carbohydrate antigen 19-9; HBsAg, hepatitis B surface antigen; ECOG PS, Eastern Cooperative Oncology Group (ECOG) performance status.
Figure 2The survival curves of overall survival stratified by treatment strategies for patients with LAPC from SEER dataset before (A) and after (B) propensity score matching. The survival curves of overall survival stratified by treatment strategies for patients with LAPC from SYSUCC dataset before (C) and after (D) propensity score matching.
Figure 3Cumulative cancer-specific and competing mortalities stratified by treatment strategies for patients with LAPC from SEER dataset before (A) and after (B) propensity score matching.
Figure 4The survival curves of cancer-specific survival stratified by treatment strategies for patients with LAPC from SEER dataset before (A) and after (B) propensity score matching. The survival curves of progression-free survival stratified by treatment strategies for patients with LAPC from SYSUCC dataset before (C) and after (D) propensity score matching.
Univariate and multivariate analyses of OS in patients.
| Age (years) | ≤60/>60 | 1.295 | 1.193–1.406 | <0.001 | 1.281 | 1.180–1.391 | <0.001 | 1.304 | 1.186–1.435 | <0.001 | 1.283 | 1.166–1.412 | <0.001 |
| Gender | Female/Male | 0.999 | 0.928–1.075 | 0.984 | NI | 0.994 | 0.914–1.082 | 0.895 | NI | ||||
| Race | Black/White/Others | 0.949 | 0.876–1.027 | 0.194 | NI | 0.937 | 0.855–1.026 | 0.159 | |||||
| Tumor size (cm) | ≤2/2~4/>4 | 1.137 | 1.066–1.213 | <0.001 | 1.148 | 1.075–1.225 | <0.001 | 1.135 | 1.054–1.222 | 0.001 | 1.138 | 1.056–1.226 | 0.001 |
| Tumor grade | Well/Moderate/Poor | 1.115 | 1.048–1.186 | 0.001 | 1.077 | 1.012–1.147 | 0.019 | 1.119 | 1.043–1.200 | 0.002 | 1.081 | 1.007–1.160 | 0.032 |
| LN metastasis | Absent/Present | 1.076 | 0.996–1.162 | 0.064 | NI | 1.072 | 0.981–1.172 | 0.123 | NI | ||||
| Tumor site | Head/Body/Tail | 0.956 | 0.909–1.006 | 0.082 | NI | 0.960 | 0.960–1.016 | 0.157 | NI | ||||
| Radiotherapy | No/Yes | 0.640 | 0.592–0.691 | <0.001 | 0.610 | 0.565–0.660 | <0.001 | 0.630 | 0.572–0.694 | <0.001 | 0.608 | 0.552–0.671 | <0.001 |
| Chemotherapy | Without IRE/With IRE | 0.428 | 0.351–0.522 | <0.001 | 0.369 | 0.302–0.451 | <0.001 | 0.403 | 0.329–0.492 | <0.001 | 0.370 | 0.302–0.453 | <0.001 |
| Age (years) | ≤60/>60 | 1.154 | 0.600–2.222 | 0.668 | NI | 0.889 | 0.351–0.253 | 0.804 | NI | ||||
| Gender | Female/Male | 2.399 | 1.077–5.343 | 0.052 | NI | 4.630 | 1.317–16.275 | 0.017 | 4.975 | 1.081–22.891 | 0.039 | ||
| Tumor size (cm) | ≤2/2~4/>4 | 1.657 | 0.843–3.257 | 0.143 | NI | 2.863 | 1.021–8.033 | 0.046 | 2.012 | 0.764–5.294 | 0.157 | ||
| Tumor grade | Well/Moderate/Poor | 1.182 | 0.669–2.086 | 0.565 | NI | 1.797 | 0.680–3.293 | 0.316 | NI | ||||
| LN metastasis | Absent/Present | 7.966 | 3.285–19.315 | <0.001 | 4.091 | 1.484–11.278 | 0.006 | 7.264 | 2.220–23.775 | 0.001 | 4.799 | 1.173–19.625 | 0.029 |
| Tumor site | Head/Body/Tail | 1.317 | 0.879–1.973 | 0.182 | NI | 1.310 | 0.700–2.452 | 0.398 | NI | ||||
| WBC (*109) | ≤10/>10 | 1.058 | 0.371–3.019 | 0.916 | NI | 0.463 | 0.061–3.527 | 0.457 | NI | ||||
| HGB (g/L) | ≤120/>120 | 0.852 | 0.419–1.733 | 0.659 | NI | 1.401 | 0.461–4.264 | 0.552 | NI | ||||
| PLT (*109) | ≤300/>300 | 0.513 | 0.181–1.455 | 0.209 | NI | 0.484 | 0.110–2.126 | 0.337 | NI | ||||
| ALT (U/L) | ≤40/>40 | 0.929 | 0.435–1.981 | 0.848 | NI | 1.034 | 0.365–2.929 | 0.950 | NI | ||||
| AST (U/L) | ≤40/>40 | 1.006 | 0.417–2.428 | 0.989 | NI | 0.623 | 0.143–2.719 | 0.529 | NI | ||||
| ALP (U/L) | ≤100/>100 | 1.686 | 0.867–3.277 | 0.124 | NI | 1.395 | 0.549–3.546 | 0.484 | NI | ||||
| GGT (U/L) | ≤45/>45 | 1.646 | 0.840–3.224 | 0.146 | NI | 2.106 | 0.821–5.400 | 0.121 | NI | ||||
| ALB (g/L) | ≤40/>40 | 0.261 | 0.133–0.515 | 0.101 | NI | 0.437 | 0.153–1.244 | 0.121 | NI | ||||
| TBIL (umol/L) | ≤20.5/>20.5 | 0.712 | 0.296–1.715 | 0.449 | NI | 0.360 | 0.083–1.569 | 0.174 | NI | ||||
| IBIL (umol/L) | ≤15/>15 | 0.354 | 0.048–2.589 | 0.306 | NI | 0.043 | 0.001–77.525 | 0.411 | NI | ||||
| CRP (ng/L) | ≤3/>3 | 3.312 | 1.582–6.936 | 0.001 | 1.741 | 0.757–4.005 | 0.192 | 3.094 | 1.136–8.428 | 0.127 | NI | ||
| CEA (ng/mL) | ≤5/>5 | 1.029 | 0.527–2.011 | 0.933 | NI | 1.264 | 0.495–3.232 | 0.624 | NI | ||||
| CA19-9 (U/ml) | ≤35/>35 | 1.745 | 0.676–4.507 | 0.250 | NI | 1.714 | 0.494–5.951 | 0.396 | NI | ||||
| HBsAg | Negative/positive | 0.220 | 0.030–1.610 | 0.136 | NI | 0.264 | 0.094–0.738 | 0.011 | NI | ||||
| Chemotherapy | Without IRE/with IRE | 0.206 | 0.082–0.515 | 0.001 | 0.363 | 0.132–0.998 | 0.050 | 0.264 | 0.094–0.738 | 0.011 | 0.313 | 0.098–0.992 | 0.048 |
| Chemotherapy type | FOLFIRINOX/Gem | 0.910 | 0.648–1.277 | 0.584 | NI | 0.852 | 0.513–1.414 | 0.535 | NI | ||||
OS, overall survival; HR, hazard ratio; NI, not included; Other abbreviations as in .
Univariate and multivariate analyses of CSS and PFS in patients.
| Age (years) | ≤60/>60 | 1.282 | 1.179–1.394 | <0.001 | 1.269 | 1.167–1.381 | <0.001 | 1.278 | 1.160–1.408 | <0.001 | 1.258 | 1.142–1.387 | <0.001 |
| Gender | Female/Male | 0.998 | 0.926–1.076 | 0.957 | NI | 0.988 | 0.906–1.077 | 0.784 | NI | ||||
| Race | 0.963 | 0.888–1.045 | 0.368 | NI | 0.955 | 0.870–1.048 | 0.328 | NI | |||||
| Tumor size (cm) | ≤2/2~4/>4 | 1.128 | 1.056–1.204 | <0.001 | 1.161 | 1.086–1.243 | <0.001 | 1.125 | 1.043–1.213 | 0.002 | 1.129 | 1.046–1.219 | 0.002 |
| Tumor grade | Well/Moderate/Poor | 1.114 | 1.046–1.187 | 0.001 | 1.167 | 1.082–1.260 | <0.001 | 1.116 | 1.039–1.200 | 0.003 | 1.079 | 1.004–1.161 | 0.040 |
| LN metastasis | Absent/Present | 1.090 | 1.007–1.179 | 0.032 | 1.069 | 0.988–1.157 | 0.099 | 1.088 | 0.994–1.192 | 0.069 | NI | ||
| Tumor site | Head/Body/Tail | 0.950 | 0.902–1.000 | 0.050 | 0.884 | 0.830–0.941 | <0.001 | 0.951 | 0.897–1.009 | 0.095 | NI | ||
| Radiotherapy | No/Yes | 0.647 | 0.598–0.700 | <0.001 | 0.614 | 0.567–0.664 | NI | 0.635 | 0.575–0.701 | <0.001 | 0.611 | 0.553–0.675 | <0.001 |
| Chemotherapy | Without IRE/With IRE | 0.372 | 0.300–0.462 | <0.001 | 0.332 | 0.267–0.413 | <0.001 | 0.351 | 0.283–0.437 | <0.001 | 0.323 | 0.260–0.403 | <0.001 |
| Age (years) | ≤60/>60 | 0.690 | 0.410–1.163 | 0.164 | NI | 0.728 | 0.379–1.397 | 0.340 | NI | ||||
| Gender | Female/Male | 1.513 | 0.868–2.639 | 0.144 | NI | 1.692 | 0.864–3.315 | 0.125 | NI | ||||
| Tumor size (cm) | ≤2/2~4/>4 | 1.375 | 0.848–2.232 | 0.196 | NI | 1.537 | 0.827–2.856 | 0.174 | NI | ||||
| Tumor grade | Well/Moderate/Poor | 1.271 | 0.814–1.986 | 0.291 | NI | 1.226 | 0.724–2.077 | 0.447 | NI | ||||
| LN metastasis | Absent/Present | 2.867 | 1.588–5.176 | <0.001 | 2.380 | 1.269–4.460 | 0.007 | 3.190 | 1.526–6.672 | 0.002 | 4.170 | 1.898–9.163 | <0.001 |
| Tumor site | Head/Body/Tail | 1.281 | 0.930–1.763 | 0.130 | NI | 1.388 | 0.900–2.142 | 0.138 | NI | ||||
| WBC (*109) | ≤10/>10 | 1.282 | 0.628–2.616 | 0.495 | NI | 0.995 | 0.315–2.823 | 0.993 | NI | ||||
| HGB (g/L) | ≤120/>120 | 1.155 | 0.642–2.077 | 0.631 | NI | 1.311 | 0.620–2.774 | 0.479 | NI | ||||
| PLT (*109) | ≤300/>300 | 0.819 | 0.412–1.628 | 0.570 | NI | 0.512 | 0.198–1.323 | 0.167 | NI | ||||
| ALT (U/L) | ≤40/>40 | 0.753 | 0.413–1.374 | 0.355 | NI | 0.733 | 0.346–1.550 | 0.416 | NI | ||||
| AST (U/L) | ≤40/>40 | 0.775 | 0.381–1.579 | 0.483 | NI | 0.841 | 0.350–2.018 | 0.697 | NI | ||||
| ALP (U/L) | ≤100/>100 | 1.024 | 0.614–1.709 | 0.927 | NI | 0.956 | 0.506–1.808 | 0.890 | NI | ||||
| GGT (U/L) | ≤45/>45 | 0.870 | 0.518–1.459 | 0.597 | NI | 0.729 | 0.376–1.411 | 0.348 | NI | ||||
| ALB (g/L) | ≤40/>40 | 0.775 | 0.445–1.349 | 0.367 | NI | 0.750 | 0.354–1.587 | 0.452 | NI | ||||
| TBIL (umol/L) | ≤20.5/>20.5 | 0.544 | 0.266–1.112 | 0.095 | NI | 0.419 | 0.174–1.008 | 0.052 | NI | ||||
| IBIL (umol/L) | ≤15/>15 | 1.116 | 0.445–2.804 | 0.815 | NI | 0.796 | 0.244–2.600 | 0.705 | NI | ||||
| CRP (ng/L) | ≤3/>3 | 1.605 | 0.922–2.795 | 0.095 | NI | 1.419 | 0.696–2.893 | 0.336 | NI | ||||
| CEA (ng/mL) | ≤5/>5 | 1.123 | 0.668–1.890 | 0.662 | NI | 1.221 | 0.643–2.320 | 0.542 | NI | ||||
| CA19-9 (U/ml) | ≤35/>35 | 1.965 | 0.927–4.167 | 0.078 | NI | 3.258 | 1.148–9.247 | 0.027 | 1.191 | 0.394–3.606 | 0.757 | ||
| HBsAg | Negative/Positive | 0.501 | 0.181–1.393 | 0.185 | NI | 0.805 | 0.246–2.634 | 0.719 | NI | ||||
| Chemotherapy | Without IRE/With IRE | 0.357 | 0.197–0.649 | 0.001 | 0.491 | 0.251–0.960 | 0.038 | 0.350 | 0.180–0.678 | 0.002 | 0.305 | 0.146–0.638 | 0.002 |
| Chemotherapy type | FOLFIRINOX/Gem | 1.006 | 0.781–1.298 | 0.960 | NI | 0.996 | 0.719–1.380 | 0.980 | NI | ||||
CSS, cancer-specific survival; PFS, progression-free survival; HR, hazard ratio; Other abbreviations as in .