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. 2026 Feb 13;18(2):108. doi: 10.21037/jtd-2025-1-2450

Table 3. Risk factors for lung cancer and adjusted ORs after multivariable analysis.

Characteristics Non-lung cancer (n=4,425) Lung cancer (n=53) Crude OR Adjusted OR
OR (95% CI) P value OR (95% CI) P value
Sex 0.40 0.19
   Male 2,465 (55.7) 33 (62.3) 1.31 (0.75–2.29) 0.58 (0.26–1.30)
   Female 1,960 (44.3) 20 (37.7) Reference Reference
Age, years <0.001*** 0.004**
   ≥55 2,375 (53.7) 47 (88.7) 6.76 (2.89–15.85) 4.82 (1.68–13.86)
   <55 2,050 (46.3) 6 (11.3) Reference Reference
Ethnicity 0.29 (Chi-squared)
   Thai 2,923 (66.1) 33 (62.3)
   Caucasian 608 (13.7) 6 (11.3)
   Others Asian 567 (12.8) 6 (11.3)
   Hispanic 300 (6.8) 7 (13.2)
   African 27 (0.6) 1 (1.9)
Thai or others 0.56 0.65
   Thai 2,923 (66.1) 33 (62.3) 1.18 (0.67–2.06) 0.86 (0.48–1.55)
   Others 1,502 (33.9) 20 (37.7) Reference Reference
Smoking history <0.001*** (Chi-squared)
   Current smoker 502 (11.3) 14 (26.4)
   Never 3,732 (84.3) 31 (58.5)
   Ex-smoker 191 (4.3) 8 (15.1)
Asthma 0.10 0.93
   Yes 316 (7.1) 7 (13.2) 1.98 (0.89–4.41) 1.05 (0.31–3.61)
   No 4,109 (92.9) 46 (86.8) Reference Reference
Bronchiectasis 0.15 0.33
   Yes 277 (6.3) 6 (11.3) 1.91 (0.81–4.51) 0.46 (0.09–2.22)
   No 4,148 (93.7) 47 (88.7) Reference Reference
Emphysema <0.001*** 0.06
   Yes 142 (3.2) 8 (15.1) 5.36 (2.48–11.59) 3.40 (0.94–12.30)
   No 4,283 (96.8) 45 (84.9) Reference Reference
Pulmonary tuberculosis 0.62 0.005**
   Yes 79 (1.8) 1 (1.9) 1.058 (0.14–7.75) 0.002 (0.00–0.17)
   No 4,346 (98.2) 52 (98.1) Reference Reference
Fibro calcified lesions compatible with old pulmonary tuberculosis 0.001** <0.001***
   Yes 3 (0.1) 2 (3.8) 57.80 (9.46–353.33) 153.45 (18.58–1,267.55)
   No 4,422 (99.9) 51 (96.2) Reference Reference
COPD <0.001*** 0.29
   Yes 23 (0.5) 5 (9.4) 19.94 (7.28–54.63) 0.28 (0.03–2.97)
   No 4,402 (99.5) 48 (90.6) Reference Reference
Coronary artery calcification <0.001*** 0.01*
   Yes 5 (0.1) 12 (22.6) 258.73 (87.20–767.73) 23.63 (2.09–266.98)
   No 4,420 (99.9) 41 (77.4) Reference Reference
Ischemic heart disease <0.001*** 0.48
   Yes 46 (1.0) 9 (17.0) 19.47 (8.98–42.21) 2.00 (0.30–13.52)
   No 4,379 (99.0) 44 (83.0) Reference Reference
Arrhythmia <0.001*** 0.76
   Yes 42 (0.9) 6 (11.3) 13.32 (5.40–32.85) 0.60 (0.02–17.08)
   No 4,383 (99.1) 47 (88.7) Reference Reference
Heart failure 0.35 0.66
   Yes 35 (0.8) 1 (1.9) 2.41 (0.32–17.94) 0.42 (0.01–20.00)
   No 4,390 (99.2) 52 (98.1) Reference Reference
Previous stroke <0.001*** 0.24
   Yes 22 (0.5) 5 (9.43) 20.85 (7.58–57.34) 3.42 (0.44–26.73)
   No 4,403 (99.5) 48 (90.6) Reference Reference
Parkinsonism >0.99 0.99
   Yes 4 (0.1) 0 (0.0) 9.18 (0.49–172.69) 0.00 (0.00–∞)
   No 4,421 (99.9) 53 (100.0) Reference Reference
Hypothyroidism 0.21 0.99
   Yes 126 (2.8) 0 (0) 0.318 (0.02–5.17) 0.00 (0.00–∞)
   No 4,299 (97.2) 53 (100) Reference Reference
Hyperthyroidism 0.10 0.009**
   Yes 43 (1.0) 2 (3.8) 4.00 (0.94–16.94) 0.004 (0.004–0.25)
   No 4,382 (99.0) 51 (96.3) Reference Reference
Autoimmune disease <0.001*** 0.52
   Yes 13 (0.3) 3 (5.7) 20.36 (5.63–73.68) 2.22 (0.20–24.22)
   No 4,412 (99.7) 50 (94.3) Reference Reference
Liver cirrhosis >0.99 0.99
   Yes 5 (0.1) 0 (0.0) 7.51 (0.41–137.55) 0.00 (0.00–∞)
   No 4,420 (99.9) 53 (100.0) Reference Reference
Chronic hepatitis >0.99 0.99
   Yes 18 (0.4) 0 (0.0) 2.23 (0.13–37.43) 0.00 (0.00–∞)
   No 4,407 (99.6) 53 (100.0) Reference Reference
Peptic ulcer 0.002** 0.12
   Yes 4 (0.1) 2 (3.8) 43.34 (7.76–241.97) 10.82 (0.56–210.47)
   No 4,421 (99.9) 51 (96.2) Reference Reference
End stage renal disease 0.006** 0.20
   Yes 59 (1.3) 4 (7.5) 6.04 (2.11–17.28) 3.09 (0.55–17.46)
   No 4,366 (98.7) 49 (94.5) Reference Reference
Diabetes <0.001*** 0.55
   Yes 466 (10.5) 15 (28.3) 3.35 (1.83–6.14) 1.37 (0.49–3.83)
   No 3,959 (89.5) 38 (71.7) Reference Reference
Hypertension 0.002** 0.47
   Yes 1,287 (29.1) 26 (49.1) 2.35 (1.37–4.04) 0.72 (0.30–1.74)
   No 3,138 (70.9) 27 (50.9) Reference Reference
Extrapulmonary malignancy <0.001*** <0.001***
   Yes 7 (0.2) 18 (34.0) 324.59 (127.52–826.17) 173.54 (42.73–704.77)
   No 4,418 (99.8) 35 (66.0) Reference Reference
History of extra pulmonary malignancy <0.001*** 0.29
   Yes 3 (0.1) 3 (5.7) 88.44 (17.43–448.87) 0.19 (0.01–4.12)
   No 4,422 (99.9) 50 (94.3) Reference Reference
Family history of lung cancer <0.001*** 0.98
   Yes 0 (0.0) 4 (7.6) 804.64 (42.75–15,146.59) <0.001 (0–∞)
   No 4,425 (100.0) 49 (92.5) Reference Reference
Family history of non-lung cancer 0.002** 0.04*
   Yes 4 (0.1) 2 (3.8) 43.34 (7.76–241.97) 22.14 (1.24–395.50)
   No 4,421 (99.9) 51 (96.3) Reference Reference
Family history of heart attack 0.04* 0.93
   Yes 2 (0.1) 1 (1.9) 42.53 (3.80–476.35) 2.20 (0–∞)
   No 4,423 (99.9) 52 (98.1) Reference Reference

Data are presented as number (%). *, P<0.05; **, P<0.01; ***, P<0.001. Crude ORs were calculated using univariate logistic regression. Variables with P<0.05 in univariate analysis were included in the multivariable logistic regression model, adjusted for age, sex, race and smoking history. A P value <0.05 was considered statistically significant. CI, confidence interval; COPD, chronic obstructive pulmonary disease; OR, odds ratio.