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Updated: Jun 6, 2026

Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
Sex differences in subtypes, risk profiles, and mortality for cancer among 19,702 Japanese patients with ischemic
Takashi Shimoyama1, Yoichiro Kamatani2, Koichi Matsuda3
1Department of Neurology, Nippon Medical School, Tokyo, Japan.
Background:
Limited data exists on sex-specific differences in cancer subtypes, risk profiles, and mortality among patients with ischemic stroke.
Methods:
This study analyzed 19,702 ischemic stroke patients (n = 12,241 men; n = 7,261 women) registered in the BioBank Japan database. We compared adjusted odds ratios (aOR) and 95 % confidence intervals (CI) for the prevalence of cancer across 14 common anatomical sites and sex-specific cancers between men and women. A multivariate logistic regression model was used to estimate aORs and 95 %CIs for traditional stroke risk factors associated with a cancer history by sex. Cox proportional hazards regression was used to estimate adjusted hazard ratios (aHR) and 95 %CIs for mortality based on cancer history by sex.
Results:
Among the 19,702 individuals, 1,656 (8.4 %) had a history of cancer. Men showed significantly higher incidences of gastric (aOR 1.74[1.26-2.41]), bladder (aOR 3.49[1.73-3.03]), kidney (aOR 4.74[1.84-12.25]), and pharyngeal/laryngeal (aOR 6.65[2.17-20.39]) cancers compared to women. Conversely, sex-specific cancers (aOR 0.66[0.52-0.84]) were significantly less common in men than in women. In men, older age (aOR 1.80[1.67-1.94]), chronic kidney disease (aOR 1.73[1.23-2.44]), atrial fibrillation (aOR 1.38[1.07-1.77]), smoking (aOR 1.27[1.09-1.47]), and prior stroke (aOR 1.16[1.02-1.32]) were independently associated with a history of cancer. In women, older age (aOR 1.15[1.05-1.25]) was the only independent factor associated with a cancer history. During a median follow-up of 10 years, a history of cancer increased all-cause mortality risk in both men (aHR 1.27[1.16-1.39]) and women (aHR 1.32[1.14-1.48]).
Conclusion:
Sex-specific differences in cancer subtypes and risk profiles were present among patients with ischemic stroke.
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