| Literature DB >> 32953738 |
Pengfei Gu1, Jingyu Deng1, Wei Wang2, Zhenning Wang3, Zhiwei Zhou2, Huimian Xu3, Han Liang1.
Abstract
BACKGROUND: This propensity score matching (PSM) analysis assessed the influence of examined lymph nodes (ELNs) count on stage migration and survival in node-negative (pN0) gastric cancer (GC) patients.Entities:
Keywords: Gastric cancer (GC); examined lymph nodes count; prognosis; stage migration
Year: 2020 PMID: 32953738 PMCID: PMC7475395 DOI: 10.21037/atm-19-4727
Source DB: PubMed Journal: Ann Transl Med ISSN: 2305-5839
Figure 1Patients flow diagram.
Baseline data before and after propensity score matching of the whole cohort
| Characteristics | Before aPSM (n=7,620) | After aPSM (n=3,686) | |||||
|---|---|---|---|---|---|---|---|
| ELNs <16 (n=2,292) | ELNs ≥16 (n=5,328) | P | ELNs <16 (n=1,843) | ELNs ≥16 (n=1,843) | P | ||
| Age (year) | <0.001* | 0.921 | |||||
| <60 | 1,020 (44.5) | 2,966 (55.7) | 881 (47.8) | 878 (47.6) | |||
| ≥60 | 1,272 (55.5) | 2,362 (44.3) | 962 (52.2) | 965 (52.4) | |||
| Gender | <0.001* | 0.593 | |||||
| Male | 1,699 (74.1) | 3,679 (69.1) | 1,381 (74.9) | 1,395 (75.7) | |||
| Female | 593 (25.9) | 1,649 (30.9) | 462 (25.1) | 448 (24.3) | |||
| Tumor location | <0.001* | 0.577 | |||||
| Upper third | 899 (39.2) | 1,124 (21.1) | 603 (32.7) | 604 (32.8) | |||
| Middle third | 283 (12.3) | 1,191 (22.4) | 257 (13.9) | 276 (15.0) | |||
| Lower third | 900 (39.3) | 2,587 (48.6) | 860 (46.7) | 827 (44.9) | |||
| More than two third | 210 (9.2) | 426 (8.0) | 123 (6.7) | 136 (7.4) | |||
| Tumor size (cm) | 0.022* | 0.869 | |||||
| ≤4 | 1,126 (49.1) | 2,500 (46.9) | 947 (51.4) | 942 (51.1) | |||
| >4 | 1,166 (50.9) | 2,828 (53.1) | 896 (48.6) | 901 (48.9) | |||
| Lauren classification | 0.001* | 0.550 | |||||
| Intestinal | 1,034 (45.1) | 2,181 (40.9) | 813 (44.1) | 795 (43.1) | |||
| Diffuse | 1,258 (54.9) | 3,147 (59.1) | 1,030 (55.9) | 1,048 (56.9) | |||
| pTNM stage | <0.001* | 0.985 | |||||
| IA | 243 (10.6) | 549 (10.3) | 223 (12.1) | 229 (12.4) | |||
| IB | 224 (9.8) | 497 (9.3) | 196 (10.6) | 183 (9.9) | |||
| IIA | 226 (9.9) | 457 (8.6) | 179 (9.7) | 185 (10.0) | |||
| IIB | 565 (24.7) | 883 (16.6) | 441 (23.9) | 432 (23.4) | |||
| IIIA | 750 (32.7) | 1,255 (23.6) | 573 (31.1) | 573 (31.1) | |||
| IIIB | 253 (11.0) | 1,010 (19.0) | 206 (11.2) | 213 (11.6) | |||
| IIIC | 31 (1.4) | 677 (12.7) | 25 (1.4) | 28 (1.5) | |||
| pT stage | <0.001* | 0.916 | |||||
| T1 | 276 (12.0) | 669 (12.6) | 250 (13.6) | 253 (13.7) | |||
| T2 | 383 (16.7) | 1,026 (19.3) | 335 (18.2) | 329 (17.9) | |||
| T3 | 313 (13.7) | 935 (17.5) | 258 (14.0) | 260 (14.1) | |||
| T4a | 1,189 (51.9) | 2,339 (43.9) | 932 (50.6) | 922 (50.0) | |||
| T4b | 131 (5.7) | 359 (6.7) | 68 (3.7) | 79 (4.3) | |||
| pN stage | <0.001* | 0.959 | |||||
| N0 | 1,031 (45.0) | 1,762 (33.1) | 825 (44.8) | 826 (44.8) | |||
| N1 | 495 (21.6) | 869 (16.3) | 377 (20.5) | 370 (20.1) | |||
| N2 | 522 (22.8) | 965 (18.1) | 418 (22.7) | 414 (22.5) | |||
| N3a | 244 (10.6) | 1,093 (20.5) | 223 (12.1) | 233 (12.6) | |||
| N3b | 0 (0) | 639 (12.0) | 0 (0) | 0 (0) | |||
| Gastrectomy type | <0.001* | 0.584 | |||||
| Total | 360 (15.7) | 1,367 (25.7) | 278 (15.1) | 290 (15.7) | |||
| Subtotal | 1,932 (84.3) | 3,961 (74.3) | 1,565 (84.9) | 1,553 (84.3) | |||
Data presented as No. (%) unless otherwise noted. *, P<0.05; a, matched parameters—gender, age group, tumor location, tumor size, Lauren classification, pTNM stage, pT stage, and gastrectomy type. ELNs, examined lymph nodes; PSM, propensity score matching.
Baseline data before and after propensity score matching of pN0 GC patients
| Characteristics | Before aPSM (n=2,793) | After aPSM (n=1,651) | |||||
|---|---|---|---|---|---|---|---|
| ELNs <16 (n=1,031) | ELNs ≥16 (n=1,762) | P | ELNs <16 (n=825) | ELNs ≥16 (n=826) | P | ||
| Age (year) | <0.001* | 0.981 | |||||
| <60 | 487 (47.2) | 1,035 (58.7) | 426 (51.6) | 427 (51.7) | |||
| ≥60 | 544 (52.8) | 727 (41.3) | 399 (48.4) | 399 (48.3) | |||
| Gender | 0.001* | 0.348 | |||||
| Male | 770 (74.7) | 1,215 (69.0) | 620 (75.2) | 637 (77.1) | |||
| Female | 261 (25.3) | 547 (31.0) | 205 (24.8) | 189 (22.9) | |||
| Tumor location | <0.001* | 0.305 | |||||
| Upper third | 384 (37.2) | 357 (20.3) | 244 (29.6) | 254 (30.8) | |||
| Middle third | 130 (12.6) | 377 (21.4) | 125 (15.2) | 148 (17.9) | |||
| Lower third | 441 (42.8) | 948 (53.8) | 423 (51.3) | 389 (47.1) | |||
| More than two third | 76 (7.4) | 80 (4.5) | 33 (4.0) | 35 (4.2) | |||
| Tumor size (cm) | 0.022* | 0.445 | |||||
| ≤4 | 641 (62.2) | 1,171 (66.5) | 554 (67.2) | 540 (65.4) | |||
| >4 | 390 (37.8) | 591 (33.5) | 271 (32.8) | 286 (34.6) | |||
| Lauren classification | 0.086 | 0.313 | |||||
| Intestinal | 525 (50.9) | 838 (47.6) | 417 (50.5) | 397 (48.1) | |||
| Diffuse | 506 (49.1) | 924 (52.4) | 408 (49.5) | 429 (51.9) | |||
| pTNM stage | <0.001* | 0.434 | |||||
| IA | 241 (23.4) | 549 (31.2) | 223 (27.0) | 229 (27.7) | |||
| IB | 207 (20.1) | 430 (24.4) | 183 (22.2) | 172 (20.8) | |||
| IIA | 131 (12.7) | 236 (13.4) | 93 (11.3) | 94 (11.4) | |||
| IIB | 420 (40.7) | 495 (28.1) | 316 (38.3) | 311 (37.7) | |||
| IIIA | 32 (3.1) | 52 (3.0) | 10 (1.2) | 20 (2.4) | |||
| pT stage | <0.001* | 0.434 | |||||
| T1 | 243 (23.6) | 549 (31.2) | 223 (27.0) | 229 (27.7) | |||
| T2 | 207 (20.1) | 430 (24.4) | 183 (22.2) | 172 (20.8) | |||
| T3 | 130 (12.6) | 235 (13.3) | 93 (11.3) | 94 (11.4) | |||
| T4a | 419 (40.6) | 496 (28.1) | 316 (38.3) | 311 (37.7) | |||
| T4b | 32 (3.1) | 52 (3.0) | 10 (1.2) | 20 (2.4) | |||
| Gastrectomy type | 0.001* | 0.332 | |||||
| Total | 128 (12.4) | 303 (17.2) | 94 (11.4) | 107 (13.0) | |||
| Subtotal | 903 (87.6) | 1,459 (82.8) | 731 (88.6) | 719 (87.0) | |||
Data presented as No. (%) unless otherwise noted. *, P<0.05; a, matched parameters—gender, age group, tumor location, tumor size, Lauren classification, pTNM stage, pT stage, and gastrectomy type. ELNs, examined lymph nodes; PSM, propensity score matching.
Figure 2Survival curves for the matched pN0 GC patients with ELNs <16 (n=825) or ELNs ≥16 (n=826). ELNs, examined lymph nodes.
Univariable and multivariable analysis of matched node-negative GC patients
| Characteristics | Univariable analysis | Multivariable analysis | |||||
|---|---|---|---|---|---|---|---|
| HR | 95% CI | P | HR | 95% CI | P | ||
| Age | 1.499 | 1.196–1.878 | <0.001* | 1.522 | 1.215–1.906 | <0.001* | |
| Gender | 0.782 | 0.595–1.027 | 0.077 | ||||
| Tumor location | 1.119 | 1.002–1.250 | 0.046* | 1.121 | 1.004–1.253 | 0.043* | |
| Tumor size | 1.384 | 1.096–1.749 | 0.006* | 1.390 | 1.100–1.757 | 0.006* | |
| Lauren classification | 1.578 | 1.245–2.001 | <0.001* | 1.539 | 1.216–1.949 | <0.001* | |
| pTNM stage | 1.720 | 1.539–1.922 | <0.001* | 1.719 | 1.538–1.922 | <0.001* | |
| Gastrectomy type | 0.587 | 0.444–0.775 | <0.001* | 0.577 | 0.437–0.762 | <0.001* | |
| ELNs | 0.642 | 0.515–0.801 | <0.001* | 0.644 | 0.516–0.804 | <0.001* | |
*, P<0.05. HR, hazard ratio; CI, confidence interval.
Subgroup survival analyses for pTNM status between ELNs <16 group and ELNs ≥16 group for matched pN0 GC patients (part A)
| pTNM stage | IAa (ELNs <16) | IBb (ELNs <16) | IIAc (ELNs <16) | IIBd (ELNs <16) | IIIAe (ELNs <16) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| χ2 | Sig. | χ2 | Sig. | χ2 | Sig. | χ2 | Sig. | χ2 | Sig. | |||||
| IAa (ELNs <16) | 30.52 | <0.001* | 38.17 | <0.001* | 79.77 | <0.001* | 258.08 | <0.001* | ||||||
| IBb (ELNs <16) | 30.52 | <0.001* | 0.95 | 0.329 | 13.51 | <0.001* | 55.48 | <0.001* | ||||||
| IIAc (ELNs <16) | 38.17 | <0.001* | 0.95 | 0.329 | 2.94 | 0.086 | 30.80 | <0.001* | ||||||
| IIBd (ELNs <16) | 79.77 | <0.001* | 13.51 | <0.001* | 2.94 | 0.086 | 25.55 | <0.001* | ||||||
| IIIAe (ELNs <16) | 258.08 | <0.001* | 55.48 | <0.001* | 30.80 | <0.001* | 25.55 | <0.001* | ||||||
| IAa (ELNs ≥16) | 0.01 | 0.907 | 29.04 | <0.001* | 36.44 | <0.001* | 76.69 | <0.001* | 270.42 | <0.001* | ||||
| IBb (ELNs ≥16) | 9.23 | 0.002* | 5.94 | 0.015* | 9.39 | 0.002* | 34.49 | <0.001* | 117.78 | <0.001* | ||||
| IIAc (ELNs ≥16) | 17.14 | <0.001* | 0.80 | 0.371 | 2.63 | 0.105 | 11.20 | 0.001* | 61.06 | <0.001* | ||||
| IIBd (ELNs ≥16) | 51.57 | <0.001* | 2.69 | 0.100 | 0.03 | 0.859 | 5.18 | 0.023* | 42.60 | <0.001* | ||||
| IIIAe (ELNs ≥16) | 44.96 | <0.001* | 2.58 | 0.108 | 0.71 | 0.397 | 0.04 | 0.831 | 9.76 | 0.002* | ||||
a, pT1N0M0; b, pT2N0M0; c, pT3N0M0; d, pT4aN0M0; e, pT4bN0M0; *, P<0.05. ELNs, examined lymph node counts; Sig, significance.
Subgroup survival analyses for pTNM status between ELNs <16 group and ELNs ≥16 group for matched pN0 GC patients (part B)
| pTNM stage | IAa (ELNs ≥16) | IBb (ELNs ≥16) | IIAc (ELNs ≥16) | IIBd (ELNs ≥16) | IIIAe (ELNs ≥16) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| χ2 | Sig. | χ2 | Sig. | χ2 | Sig. | χ2 | Sig. | χ2 | Sig. | |||||
| IAa (ELNs <16) | 0.014 | 0.907 | 9.23 | 0.002* | 17.14 | <0.001* | 51.57 | <0.001* | 44.96 | <0.001* | ||||
| IBb (ELNs <16) | 29.04 | <0.001* | 5.94 | 0.015* | 0.80 | 0.371 | 2.69 | 0.100 | 2.58 | 0.108 | ||||
| IIAc (ELNs <16) | 36.44 | <0.001* | 9.39 | 0.002* | 2.63 | 0.105 | 0.03 | 0.859 | 0.71 | 0.397 | ||||
| IIBd (ELNs <16) | 76.69 | <0.001* | 34.49 | <0.001* | 11.20 | 0.001* | 5.18 | 0.023* | 0.04 | 0.831 | ||||
| IIIAe (ELNs <16) | 270.42 | <0.001* | 117.78 | <0.001* | 61.06 | <0.001* | 42.60 | <0.001* | 9.76 | 0.002* | ||||
| IAa (ELNs ≥16) | 8.71 | 0.003* | 16.84 | <0.001* | 50.61 | <0.001* | 43.28 | <0.001* | ||||||
| IBb (ELNs ≥16) | 8.71 | 0.003* | 1.28 | 0.256 | 16.83 | <0.001* | 10.92 | 0.001* | ||||||
| IIAc (ELNs ≥16) | 16.84 | <0.001* | 1.28 | 0.256 | 4.01 | 0.045* | 4.31 | 0.038* | ||||||
| IIBd (ELNs ≥16) | 50.61 | <0.001* | 16.83 | <0.001* | 4.01 | 0.045* | 0.94 | 0.332 | ||||||
| IIIAe (ELNs ≥16) | 43.28 | <0.001* | 10.92 | 0.001* | 4.31 | 0.038* | 0.94 | 0.332 | ||||||
a, pT1N0M0; b, pT2N0M0; c, pT3N0M0; d, pT4aN0M0; e, pT4bN0M0; *, P<0.05. ELNs, examined lymph node counts; Sig, significance.
Figure 3Subgroup survival analyses for the matched pN0 GC patients. (A) Survival analysis for pTNM stage between ELNs <16 group and ELNs ≥16 group; (B) pT2N0M0 (IB, ELNs <16) vs. pT3N0M0 (IIA, ELNs ≥16) (P=0.371); (C) pT2N0M0 (IB, ELNs <16) vs. pT2N1M0 (IIA, ELNs ≥16) (P=0.214); (D) pT2N0M0 (IB, ELNs <16) vs. pT4aN0M0 (IIB, ELNs ≥16) (P=0.100); (E) pT2N0M0 (IB, ELNs <16) vs. pT2N2M0 (IIB, ELNs ≥16) (P=0.004); (F) pT3N0M0 (IIA, ELNs <16) vs. pT4aN0M0 (IIB, ELNs ≥16) (P=0.859); (G) pT3N0M0 (IIA, ELNs <16) vs. pT3N1M0 (IIB, ELNs ≥16) (P=0.079); (H) pT3N0M0 (IIA, ELNs <16) vs. pT4bN0M0 (IIIA, ELNs ≥16) (P=0.397); (I) pT3N0M0 (IIA, ELNs <16) vs. pT3N2M0 (IIIA, ELNs ≥16) (P<0.001); (J) pT4aN0M0 (IIB, ELNs <16) vs. pT4bN0M0 (IIIA, ELNs ≥16) (P=0.831); (K) pT4aN0M0 (IIB, ELNs <16) vs. pT4aN1M0 and pT4aN2M0 (IIIA, ELNs ≥16). ELNs, examined lymph nodes.