Retrospective Cohort Study
Copyright ©The Author(s) 2022.
World J Clin Cases. Oct 26, 2022; 10(30): 10882-10895
Published online Oct 26, 2022. doi: 10.12998/wjcc.v10.i30.10882
Table 1 Baseline characteristics of the overall, training, and validation cohorts
Characteristic
Overall cohort (n = 4475)
Training cohort (n = 3135)
Validation cohort (n = 1340)
P value
Age, yr0.839
Median (range)67 (23-96)67 (23-96)66 (32-93)
< 651930 (43.1)1349 (43.0)581 (43.4)
≥ 652545 (56.9)1786 (57.0)759 (56.6)
Marital status0.413
Married2463 (55.0)1713 (54.6)750 (56.0)
Unmarried2012 (45.0)1422 (45.4)590 (44.0)
Sex0.808
Female1938 (43.3)1354 (43.2)584 (43.6)
Male2537 (56.7)1781 (56.8)756 (56.4)
Race0.263
Black566 (12.6)413 (13.2)153 (11.4)
White3517 (78.6)2451 (78.2)1066 (79.6)
Other1392 (8.8)271 (8.6)121 (9.0)
Primary site0.922
UL2452 (54.8)1725 (55.0)727 (54.3)
ML198 (4.4)133 (4.2)65 (4.9)
LL1219 (27.2)853 (27.2)366 (27.3)
MB240 (5.4)167 (5.3)73 (5.4)
Other366 (8.2)257 (8.2)109 (8.1)
Histological type0.786
ADC2967 (66.3)2085 (66.5)882 (65.8)
SCC1169 (26.1)810 (25.8)359 (26.8)
Other NSCLCs339 (7.6)240 (7.7)99 (7.4)
T stage0.910
T1507 (11.3)362 (11.5)145 (10.8)
T21197 (26.7)839 (26.8)358 (26.7)
T31204 (26.9)839 (26.8)365 (27.2)
T41567 (35.0)1095 (34.9)472 (35.2)
N stage0.170
N0831 (18.6)596 (19.0)235 (17.5)
N1358 (8.0)239 (7.6)119 (8.9)
N22312 (51.7)1601 (51.1)711 (53.1)
N3974 (21.8)699 (22.3)275 (20.5)
Metastatic pattern0.166
Liver only1598 (35.7)1117 (35.6)481 (35.9)
Liver + bone1701 (38.0)1166 (37.2)535 (39.9)
Liver + brain415 (9.3)301 (9.6)114 (8.5)
Liver + bone + brain761 (17.0)551 (17.6)210 (15.7)
Radiotherapy0.497
Yes1871 (41.8)1321 (42.1)550 (41.0)
No/unknown2604 (58.2)1814 (57.9)790 (59.0)
Chemotherapy0.287
Yes2417 (54.0)1677 (53.5)740 (55.2)
No/unknown2058 (46.0)1458 (46.5)600 (44.8)
Table 2 Univariate and multivariate analyses of cancer-specific survival in the training cohort
CharacteristicUnivariate analysis


Multivariate analysis


HR
95%CI of HR
P value
HR
95%CI of HR
P value
Age, yr
≥ 65 vs < 651.3121.221-1.411< 0.0011.2361.147-1.332< 0.001
Marital status
Unmarried vs Married1.2451.158-1.338< 0.0011.1031.023-1.1890.011
Sex
Male vs Female1.2191.134-1.311< 0.0011.1961.109-1.289< 0.001
Race
White vs Black1.1281.043-1.2210.0031.0610.953-1.1820.281
Other1 vs Black0.7810.714-0.855< 0.0010.7180.610-0.844< 0.001
Pathological type
ADC vs SCC0.8140.749-0.884< 0.0010.9050.829-0.9880.026
Other NSCLCs vs SCC0.7860.677-0.9130.0020.8800.756-1.0250.101
T stage
T2 vs T11.1951.052-1.3570.0061.1791.037-1.3400.012
T3 vs T11.2771.124-1.451< 0.0011.2261.078-1.3950.002
T4 vs T11.3581.201-1.536< 0.0011.3081.155-1.482< 0.001
N stage
N1 vs N01.0500.901-1.2250.530---
N2 vs N01.0190.925-1.1220.709---
N3 vs N00.9880.883-1.1050.831---
Metastatic pattern
Liver + bone vs Liver only1.1811.086-1.285< 0.0011.2811.176-1.396< 0.001
Liver + brain vs Liver only1.3281.166-1.512< 0.0011.5411.351-1.758< 0.001
Liver + bone+ brain vs liver only1.2441.121-1.381< 0.0011.5621.400-1.742< 0.001
Radiotherapy
Yes vs No/unknown0.9670.900-1.0400.364---
Chemotherapy
Yes vs No/unknown0.3460.321-0.373< 0.0010.3520.326-0.381< 0.001
Table 3 Corresponding nomogram scores of each variable
Characteristic
Nomogram score
Age, yr
< 650
≥ 6520.09207
Marital status
Married0
Unmarried9.018027
Sex
Female0
Male16.9568
Race
Black31.70234
White37.39893
Other10
Histological type
ADC2.971477
SCC12.914637
Other NSCLCs0
T stage
T10
T216.23500
T321.12835
T427.17024
Metastatic pattern
Liver only0
Liver + bone23.05159
Liver + brain41.91404
Liver + bone + brain43.49717
Chemotherapy
Yes0
No/unknown100