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. Author manuscript; available in PMC: 2024 Nov 20.
Published in final edited form as: Cancer. 2022 Aug 8;128(19):3531–3540. doi: 10.1002/cncr.34390

Table 3.

Covariates selected for inclusion into final multivariable models with the area under the curve statistics and adjusted hazard ratios for each cancer site

Cancer site Covariates included in final model Model with sex AUC (95% CI) Male-to-Female HR (95% CI)

Demographics General health/Medication Diet/Lifestyle Risk behaviors
Thyroid Age, age2, BMI White meat consumption 0.587 (0.563, 0.611) 0.55 (0.46, 0.66)
Gallbladder Age, age2, race, BMI Height, height2 Red meat consumption 0.653 (0.600, 0.705) 0.33 (0.18, 0.58)
Anus Age, age2, marital status 0.596 (0.548, 0.644) 1.17 (0.82, 1.69)
Lung Age, age2, BMI, education, race 1st degree relative w/cancer, height, height2, self-reported health status Coffee/tea consumption, fruit consumption, grain consumption, red meat consumption, white meat consumption Alcohol use, cigar/pipe smoking, cigarette smoking 0.739 (0.734, 0.744) 0.99 (0.92, 1.06)
Pancreas Age, age2, education Diabetes, self-reported health status White potato consumption Cigarette smoking 0.622 (0.609, 0.635) 1.06 (0.91, 1.23)
Small intestine Age, age2 Self-reported health status Caloric intake 0.603 (0.567, 0.639) 1.21 (0.91, 1.61)
Colon Age, age2, BMI Diabetes, height, height2, Ibuprofen use, self-reported health status Fiber consumption, oil consumption, physical activity, red meat consumption, white potato consumption Alcohol use, cigarette smoking 0.632 (0.624, 0.640) 0.99 (0.90, 1.09)
Oral cavity Age, age2, marital status Height, height2 Fiber consumption Alcohol use, cigarette smoking 0.648 (0.620, 0.675) 1.38 (0.99, 1.91)
Rectum Age, age2, education Antacid use, diabetes, Ibuprofen use Red meat consumption Alcohol use, cigarette smoking 0.634 (0.620, 0.649) 1.36 (1.20, 1.54)
Esophagus – squamous cell Age, age2, BMI, race Self-reported health status Caloric intake Alcohol use, cigarette smoking 0.739 (0.695, 0.783) 1.46 (0.98, 2.18)
Kidney Age, age2, BMI Diabetes, height, height2, self-reported health status Fiber consumption, grain consumption Alcohol use, cigarette smoking 0.638 (0.626, 0.651) 1.57 (1.34, 1.83)
Gastric (Cardia) Age, age2, education Antacid use, diabetes, height, height2 Coffee/tea consumption, vegetable consumption Cigarette smoking 0.748 (0.723, 0.772) 3.49 (2.26, 5.37)
Other head & neck Age, age2 Aspirin use, height, height2 Alcohol use, cigarette smoking 0.653 (0.600, 0.705) 1.33 (0.90–1.97)
Other biliary tract Age, age2 Cigarette smoking 0.662 (0.628, 0.695) 1.99 (1.47, 2.69)
Skin Age, age2, BMI education, race Height, height2 Physical activity, vegetable consumption, white meat consumption Alcohol use, cigarette smoking 0.650 (0.641, 0.660) 1.42 (1.26, 1.60)
Liver Age, age2, BMI, marital status, race Aspirin use, diabetes, self-reported health status Red meat consumption, white meat consumption Alcohol use, cigarette smoking 0.726 (0.705, 0.748) 2.60 (2.06, 3.28)
Oropharynx Age, age2, race Coffee/tea consumption, grain consumption Alcohol use, cigarette smoking 0.687 (0.662, 0.713) 2.57 (1.99, 3.33)
Bladder Age, age2, race Antacid use, diabetes, 1st degree relative w/cancer, self-reported health status Coffee/tea consumption, fiber consumption Cigar/pipe smoking, cigarette smoking 0.728 (0.717, 0.738) 3.33 (2.93, 3.79)
Larynx Age, age2, race 1st degree relative w/cancer, height, height2, self-reported health status Fiber consumption Alcohol use, cigarette smoking 0.756 (0.735, 0.777) 3.53 (2.46, 5.06)
Gastric (Non-cardia) Age, age2, race Ibuprofen use Physical activity Alcohol use, cigarette smoking, coffee/tea consumption 0.708 (0.680, 0.735) 2.21 (1.72–2.84)
Esophagus – adenocarcinoma Age, age2, BMI, race Antacid use, 1st degree relative w/cancer Cigarette smoking 0.781 (0.764, 0.798) 10.80 (7.33, 15.90)

Abbreviations: AUC, area under the curve statistic; BMI, body mass index; CI, confidence interval; and HR, hazard ratio