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. Author manuscript; available in PMC: 2020 Nov 6.
Published in final edited form as: Lancet Digit Health. 2020 Oct 19;2(11):e594–e606. doi: 10.1016/s2589-7500(20)30225-9

Table 2:

Univariable and multivariable analysis for 5-year overall survival on the validation test sets D3 and D4

D3: TCGA (LUSC)
D3: TCGA (LUAD)
D4: University of Bern (LUSC)
HR (95% CI) p value HR (95% CI) p value HR (95% CI) p value
Univariable Cox model analysis for overall survival
Age: >65 years vs ≤65 years 1·13 (0·81–1·57) 0·488 1·00 (0·72–1·41) 0·982 1·71 (0·84–3·50) 0·139
Sex: male vs female 0·81 (0·58–1·13) 0·219 1·30 (0·92–1·86) 0·142 3·62 (1·30–10·12) 0·014
Race: white vs other 1·60 (0·93–2·74) 0·087 0·81 (0·53–1·24) 0·326 NA NA
Smoking status: ever vs never 1·29 (0·79–2·10) 0·303 1·36 (0·79–2·34) 0·266 NA NA
T stage: T2/T2a/T2b/T3 vs T1/T1a/T1b 1·24 (0·88–1·74) 0·213 1·22 (0·86–1·72)) 0·273 1·26 (0·60–2·61) 0·542
N stage: N1 vs N0 1·35 (0·90–2·01) 0·146 1·92 (1·18–3·13) 0·0083 1·19 (0·60–2·35) 0·614
Overall stage: II vs I 1·22 (0·86–1·73) 0·259 1·25 (0·85–1·84) 0·257 1·05 (0·59–1·85) 0·867
Image model: high risk vs low risk 1·48 (1·06–2·08) 0·022 1·62 (1·15–2·30) 0·006 2·24 (1·04–4·80) 0·039
Multivariable Cox model analysis controlling for clinical and pathological variables
Age: >65 years vs ≤65 years 1·14 (0·81–1·61) 0·451 1·12 (0·78–1·60) 0·540 1·80 (0·84–3·85) 0·131
Smoking status: ever vs never 1·36 (0·83–2·23) 0·221 1·14 (0·64–2·01) 0·661 NA NA
Overall stage: II vs I 1·13 (0·66–1·94) 0·651 1·86 (1·04–3·32) 0·037 1·13 (0·66–1·94) 0·708
T stage: T2/T2a/T2b/T3 vs T1/T1a/T1b 1·26 (0·85–1·87) 0·244 1·25 (0·85–1·85) 0·263 1·39 (0·60–3·19) 0·438
N stage: N1 vs N0 1·36 (0·77–2·41) 0·292 3·11 (1·55–6·23) 0·0012 1·17 (0·52–2·65) 0–709
Image model: high risk vs low risk 1·52 (1·08–2·13) 0·016 1·55 (1·09–2·22) 0·015 2·34 (1·07–5·14) 0·034

Mantel-Haenszel HRs are provided. TCGA=The Cancer Genome Atlas. LUSC=lung squamous cell carcinoma. LUAD=lung adenocarcinoma. HR=hazard ratio. NA=not applicable.