Retrospective Study
Copyright ©The Author(s) 2022.
World J Gastrointest Surg. Nov 27, 2022; 14(11): 1230-1249
Published online Nov 27, 2022. doi: 10.4240/wjgs.v14.i11.1230
Table 1 Clinical and pathological characteristics of patients in the training cohort and validation cohort
Characteristics
Training cohort
Validation cohort
P value
n = 4968
n = 11154
Sex< 0.001
Male3634 (73.1)7214 (64.7)
Female1334 (26.9)3940 (35.3)
Age (yr)< 0.001
≤ 602845 (57.3)3418 (30.6)
> 602123 (42.7)7736 (69.4)
Tumor location< 0.001
Upper third552 (11.1)3954 (35.4)
Middle third811 (16.3)1248 (11.2)
Lower third3605 (72.6)5952 (53.4)
Tumor size (mm)< 0.001
≤ 503225 (64.9)6813 (61.1)
> 501743 (35.1)4341 (38.9)
Histological type< 0.001
Well -moderately differentiated2056 (41.4)3402 (30.5)
Poorly-undifferentiated2204 (44.4)4197 (37.6)
Signet ring cell397 (8.0)1899 (17.0)
Others311 (6.3)1656 (14.8)
pT stage< 0.001
pT11106 (22.3)2746 (24.6)
pT2745 (15.0)1534 (13.8)
pT31583 (31.9)4570 (41.0)
pT41534 (30.9)2304 (20.7)
pN stage< 0.001
pN02062 (41.5)5411 (48.5)
pN1927 (18.7)2039 (18.3)
pN2893 (18.0)1768 (15.9)
pN31086 (21.9)1936 (17.4)
pTNM< 0.001
I1445 (29.1)3476 (31.2)
II1383 (27.8)3821 (34.3)
III2140 (43.1)3857 (34.6)
RLNs, median (range)27 (1-95)16 (1-90)
Chemotherapy< 0.001
No/unknown3769 (75.9)5191 (46.5)
Yes1199 (22.5)5963 (53.5)
Table 2 Five-year overall survival by the number of retrieved lymph nodes in the training cohort
pT stageNo. of retrieved lymph nodes
P value
1-5 (No., %)
6-15 (No., %)
16-25 (No., %)
26-35 (No., %)
36-45 (No., %)
46-55 (No., %)
55 + (No., %)
pT12090.022389.140392.530394.411091.031100.016100.00.210
pT2366.78682.128084.322386.49891.33987.111100.00.371
pT3450.014870.048664.853161.726760.39862.44248.50.172
pT4333.312445.943951.046058.329655.213567.47756.10.005
Table 3 Chi-square analysis of the number of removed lymph nodes and patient characteristics in the pT1-pT4 subgroups in the Chinese training cohort
Characteristics
pT1 (1106), RLNs
P value
pT2 (745), RLNs
P value
pT3 (1583), RLNs
P value
pT4 (1534), RLNs
P value
≤ 12
13-25
≥ 26
≤ 17
18-30
≥ 31
≤ 19
20-38
≥ 39
≤ 16
17-44
≥ 45
Sex0.1140.8030.0060.132
Male112353320109274188230677240119851161
Female3115014032806273295684328674
Age (yr)< 0.0010.6990.0020.273
≤ 60743023238021415213752318382637138
> 606920113761140981664491258050097
Tumor location0.0030.2160.0360.025
Upper third17241917341554139363413726
Middle third14596817403763164682521145
Lower third112420373107280198186669204103789164
Tumor size (mm)0.0050.004< 0.001< 0.001
≤ 501394774171292871962025141478754981
> 504264312675410145816175588154
Histological type0.0080.6890.8780.145
Well-moderately differentiated67273229671601041253781167339173
Poorly-undifferentiated391531586314811312242614175631135
Signet ring cell14364362417361133275712
Others2341305221620551975815
pN stage< 0.0010.128< 0.001< 0.001
pN01254337485195127112241625422037
pN115494532805786206544124022
pN23222821504068237644227543
pN30213329263728812825402133
pTNM0.0140.045< 0.0010.003
I14047941985195127000000
II3244053130971984471164320131
III00132926105525192119936204
Table 4 Chi-square analysis of the number of removed lymph nodes and patient characteristics in the pT1-pT4 subgroups in the Surveillance, Epidemiology, and End Results validation cohort
Characteristics
pT1 (2746), RLNs
P value
pT2 (1534), RLNs
P value
pT3 (4570), RLNs
P value
pT4 (2304), RLNs
P value
≤ 12
13-24
≥ 25
≤ 17
18-30
≥ 31
≤ 19
20-38
≥ 39
≤ 16
17-44
≥ 45
Sex0.5210.2630.0330.668
Male7276782885843051211988101222357663082
Female4284391863161387077546910344851157
Age (yr)0.0180.0490.0060.054
≤ 602783051452521336486949913030638453
> 60877810329648410127189498219671875786
Tumor location0.0080.001< 0.001< 0.001
Upper third3543821403481685413917099315914313
Middle third134139819359391881465410917234
Lower third66759625345921698118462617975682692
Tumor size (mm)0.5750.009< 0.0010.002
≤ 50966934387695314132158174914944341746
> 501891838720512959118243217758172493
Histological type0.6480.9450.9510.193
Well-moderately differentiated538502217304138677824278616914725
Poorly-undifferentiated31631414130415862121262814439746952
Signet ring cell1871936412358264062285123828837
Others1141085216989363631984522023725
pN stage< 0.001< 0.001< 0.001< 0.001
pN010088853695472559611965269425316616
pN11151485321691396642754823613519
pN228633010652315613115529821221
pN34212231452534236912923762883
pTNM< 0.001< 0.001< 0.001< 0.001
I1123103342254725596000000
II32824632214370186080114218013013
III0263145259036801848441011126
Table 5 Prognostic factors of patients with gastric cancer by univariate and multivariate analyses based on Cox regression analysis in the Chinese validation cohort
CharacteristicsMultivariate analysis, pT1
Multivariate analysis, pT2
Multivariate analysis, pT3
Multivariate analysis, pT4
HR (95%CI)
P value
HR (95%CI)
P value
HR (95%CI)
P value
HR (95%CI)
P value
Sex----
Male
Female
Age1.056 (1.030-1.082)< 0.0011.048 (1.024-1.072)< 0.0011.016 (1.007-1.025)< 0.0011.021 (1.013-1.029)< 0.001
Tumor location0.034-0.122-
Upper third11
Middle third0.384 (0.151-0.972)0.0430.828 (0.623-1.100)0.192
Lower third0.413 (0.209-0.815)0.0110.783 (0.619-0.989)0.040
Tumor size (mm)--< 0.001< 0.001
≤ 5011
> 501.435 (1.201-1.715)1.422 (1.209-1.671)
Histological type--0.260-
Well-moderately differentiated1
Poorly-undifferentiated1.133 (0.934-1.374)0.204
Signet ring cell1.305 (0.993-1.374)0.056
Others1.037 (0.993-1.716)0.851
MLNs1.224 (1.133-1.322)< 0.0011.067 (1.049-1.086)< 0.0011.063 (1.052-1.073)< 0.0011.053 (1.044-1.063)< 0.001
RLNs0.976 (0.954-0.999)0.0440.979 (0.960-0.999)0.0370.988 (0.979-0.996)0.0030.974 (0.967-0.981)< 0.001
Chemotherapy----
Yes
No/unknown
Table 6 Prognostic factors of patients with gastric cancer by univariate and multivariate analyses based on Cox regression analysis in the Surveillance, Epidemiology, and End Results validation cohort
Characteristics
Multivariate analysis, pT1
Multivariate analysis, pT2
Multivariate analysis, pT3
Multivariate analysis, pT4
HR (95%CI)
P value
HR (95%CI)
P value
HR (95%CI)
P value
HR (95%CI)
P value
Sex0.001---
Male1
Female0.712 (0.596-0.851)
Age1.044 (1.035-1.052)< 0.0011.032 (1.024-1.040)< 0.0011.018 (1.014-1.022)< 0.0011.018 (1.014-1.022)< 0.001
Tumor location< 0.001< 0.001-0.007
Upper third111
Middle third0.491 (0.364-0.661)< 0.0010.671 (0.496-0.908)0.0100.883 (0.718-1.085)0.235
Lower third0.636 (0.534-0.758)< 0.0010.603 (0.501-0.726)< 0.0011.122 (0.963-1.308)0.140
Tumor size (mm)-0.004< 0.001< 0.001
≤ 50111
> 501.323 (1.091-1.604)1.172 (1.079-1.274)1.285 (1.157-1.427)
Histological type----
Well-moderately differentiated
Poorly-undifferentiated
Signet ring cell
Others
MLNs1.111 (1.088-1.135)< 0.0011.022 (1.013-1.030)< 0.0011.024 (1.021-1.027)< 0.0011.035 (1.030-1.039)< 0.001
RLNs0.978 (0.969-0.986)< 0.0010.981 (0.973-0.990)< 0.0010.986 (0.983-0.990)< 0.0010.973 (0.969-0.978)< 0.001
Chemotherapy-0.002--
Yes1
No/unknown1.323 (1.110-1.577)