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. 2025 Dec 16;17:7. doi: 10.1038/s41467-025-66334-2

Table 1.

Odds Ratios (with 95% CIs) of advanced versus early-stage lung cancer diagnosis, adjusted for Anxiety/Depression, Chronic Analgesic Medication use and covariates

Lung cancer Colon cancer
OR (95% CI)
Anxiety/Depression
None (Ref.) 1.00 1.00
Recent-onset ( < 12 months pre-cancer) 1.19 (0.94, 1.51) 1.02 (0.71, 1.46)
Historic or Persistent (first recorded >12 months pre-cancer) 0.83 (0.70, 0.98) 0.77 (0.64, 0.93)
Chronic Analgesic Medication use
None (Ref.) 1.00 1.00
Recent-onset ( < 12 months pre-cancer) 1.63 (1.39, 1.91) 2.25 (1.81, 2.79)
Historic or Persistent (first recorded >12 months pre-cancer) 0.39 (0.32, 0.47) 0.96 (0.78, 1.18)
Number of GP consultations (30 days to 2 years pre-cancer)
0-9 (Ref.) 1.00 1.00
10-29 0.77 (0.60, 0.99) 0.86 (0.70, 1.06)
30+ 0.55 (0.42, 0.71) 0.88 (0.69, 1.12)
Total number of physical comorbidities
0 1.00 1.00
1 0.95 (0.80, 1.13) 0.99 (0.83, 1.17)
2 0.93 (0.77, 1.13) 0.92 (0.74, 1.14)
3+ 0.80 (0.65, 0.99) 0.74 (0.58, 0.96)
Haemoptysis
No (Ref.) 1.00
Yes 0.90 (0.63, 1.28)
Cough or Dyspnoea
No (Ref.) 1.00
Yes 0.78 (0.69, 0.89)
Fatigue or Weight Loss
No (Ref.) 1.00
Yes 0.99 (0.82, 1.21)
Red-flaga symptoms
No (Ref.) 1.00
Yes 0.87 (0.70, 1.10)
Non-red-flagb symptoms
No (Ref.) 1.00
Yes 1.25 (1.08, 1.46)
Anaemia (blood test recorded)
No (Ref.) 1.00 1.00
Yes 0.98 (0.84, 1.14) 0.97 (0.83, 1.14)

Adjusted for listed covariates plus socio-demographic covariates; results for socio-demographic covariates are reported separately in Supplementary Table 2.

aRed-flag symptoms: Change in bowel habits and rectal bleeding.

bNon-red flag symptoms: abdominal pain/bloating, constipation or diarrhoea.