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. 2024 Oct 14;11:1400049. doi: 10.3389/fmed.2024.1400049

Table 2.

Multivariate cox proportional hazards analysis of the development cohort.

Covariates N Mortality IRa HR (95% CI)
Model 1b p- value Model 2c p- value B regression coefficient Point
Sex Men 65,816 43,374 (65.9%) 25.6 1 (Ref.) 1 (Ref.) 1(Ref.)
Women 30,439 14,867 (48.8%) 14.5 0.60 (0.59–0.61) <0.001 0.72 (0.71–0.74) <0.001 −0.0965 −5
Age 19–44 3,538 1,408 (39.8%) 10.6 1 (Ref.) 1 (Ref.) 1(Ref.)
45–64 37,428 17,887 (47.8%) 14.0 1.29 (1.22–1.36) <0.001 1.30 (1.23–1.38) <0.001 0.0753 4
≥65 55,289 38,946 (70.4%) 29.6 2.55 (2.41–2.69) <0.001 2.32 (2.19–2.45) <0.001 0.2667 15
Smoking status Non 69,916 39,110 (55.9%) 18.4 1 (Ref.) 1 (Ref.) 1(Ref.)
Current 26,339 19,131 (72.6%) 32.1 1.63 (1.60–1.66) <0.001 1.35 (1.33–1.38) <0.001 0.088 5
Alcohol consumption No 77,386 45,401 (58.7%) 20.1 1 (Ref.) 1 (Ref.) 1(Ref.)
Yes 18,869 12,840 (68.1%) 27.5 1.31 (1.28–1.33) <0.001 1.08 (1.06–1.10) <0.001 0.0226 1
Exercise Non 60,011 38,093 (63.5%) 23.5 1 (Ref.) 1 (Ref.) 1(Ref.)
Regular 36,244 20,148 (55.6%) 18.3 0.80 (0.79–0.82) <0.001 0.85 (0.83–0.86) <0.001 −0.0539 −3
Income Others 79,417 47,632 (60.0%) 21.0 1 (Ref.) 1 (Ref.) 1(Ref.)
Low 16,838 10,609 (63.0%) 23.1 1.09 (1.07–1.11) <0.001 1.07 (1.05–1.09) <0.001 0.0221 1
BMI (kg/m2) <18.5 4,672 3,369 (72.1%) 31.4 1.37 (1.32–1.42) <0.001 1.16 (1.12–1.21) <0.001 0.0588 3
18.5–25 62,828 38,580 (61.4%) 22.0 1 (Ref.) 1 (Ref.) 1(Ref.)
≥25 28,755 16,292 (56.7%) 18.9 0.87 (0.85–0.89) <0.001 0.90 (0.89–0.92) <0.001 −0.0349 −2
Treatment None 33,927 21,485 (63.3%) 26.4 1 (Ref.) 1 (Ref.) 1(Ref.)
Chemotherapy 7,652 6,262 (81.8%) 36.8 1.24 (1.21–1.28) <0.001 1.24 (1.21–1.28) <0.001 0.2067 11
Surgery 15,381 2,525 (16.4%) 3.7 0.15 (0.14–0.16) <0.001 0.16 (0.16–0.17) <0.001 −0.3975 −22
Radiation 16,092 13,086 (81.3%) 42.3 1.43 (1.40–1.46) <0.001 1.25 (1.22–1.28) <0.001 0.1585 9
Surgery + chemotherapy 2,136 770 (36.1%) 8.5 0.34 (0.31–0.36) <0.001 0.36 (0.34–0.39) <0.001 −0.2082 −12
Surgery + radiation 4,863 2,199 (45.2%) 12.3 0.48 (0.46–0.50) <0.001 0.45 (0.43–0.47) <0.001 −0.1589 −9
Chemotherapy + radiation 12,358 10,177 (82.4%) 32.3 1.09 (1.07–1.12) <0.001 1.20 (1.17–1.23) <0.001 0.2484 14
Surgery + chemotherapy + radiation 3,846 1,737 (45.2%) 11.1 0.43 (0.41–0.46) <0.001 0.49 (0.46–0.51) <0.001 −0.1037 −6
Number of chronic diseases 0 2,273 1,014 (44.6%) 12.6 1 (Ref.) 1 (Ref.) 1 (Ref.)
1 5,940 3,011 (50.7%) 15.3 1.20 (1.11–1.28) <0.001 1.07 (1.00–1.15) 0.1 0.0181 1
2 9,203 5,013 (54.5%) 17.5 1.34 (1.26–1.44) <0.001 1.13 (1.05–1.21) 0 0.0297 2
3 11,614 6,680 (57.5%) 19.3 1.48 (1.38–1.58) <0.001 1.18 (1.11–1.26) <0.001 0.0408 2
4 12,820 7,509 (58.6%) 20.1 1.53 (1.43–1.64) <0.001 1.20 (1.12–1.28) <0.001 0.0444 2
≥5 54,405 35,014 (64.4%) 24.3 1.81 (1.70–1.93) <0.001 1.30 (1.22–1.39) <0.001 0.0716 4
Emergency room visit No 65,683 35,307 (53.8%) 17.9 1 (Ref.) 1 (Ref.) 1(Ref.)
Yes 30,572 22,934 (75.0%) 30.7 1.56 (1.54–1.59) <0.001 1.28 (1.26–1.31) <0.001 0.1303 7

HR, hazard ratio; IR, incidence rate. aIncidence per 1,000 person-years. bModel 1 was not adjusted. cModel 1 was not adjusted.