Bilirubin, albumin, and uric acid are established endogenous antioxidant biomarkers, whereas the antioxidant role of creatinine has not yet been fully clarified. As a byproduct of creatine metabolism, creatinine may reflect underlying metabolic activity and redox balance, particularly under conditions of oxidative stress such as cigarette smoking. This study aimed to evaluate the associations between serum creatinine and other antioxidant biomarkers and lung cancer risk, stratified by smoking status. We analyzed 83,371 cancer-free men from the Korean Cancer Prevention Study II (KCPS II) cohort. During a mean follow-up of 13.5 years, 533 incident lung cancer cases were identified. Serum creatinine, total bilirubin, albumin, and uric acid were measured. Smoking status classified participants as never-, former, and ever-smokers, with ever-smokers including both current and former smokers. Cox proportional hazards regression models estimated hazard ratios (HRs) and 95% confidence intervals (CIs), stratified by smoking status. Biomarkers were also analyzed by quartiles and linear trends. A single standard deviation increase in serum creatinine was significantly and inversely associated with lung cancer risk among former smokers (HR: 0.774, 95% CI: 0.620 to 0.967) and ever-smokers (HR: 0.823, 95% CI: 0.716 to 0.945). Total bilirubin also showed significant inverse associations in former smokers (HR: 0.826, 95% CI: 0.705 to 0.967) and ever-smokers (HR: 0.785, 95% CI: 0.708 to 0.870). Albumin was inversely associated only with ever-smokers (HR: 0.878, 95% CI: 0.807 to 0.955), while uric acid showed inverse associations with both former smokers (HR: 0.832, 95% CI: 0.699 to 0.989) and ever-smokers (HR: 0.847, 95% CI: 0.760 to 0.944). None of the biomarkers showed significant associations among never-smokers. Serum creatinine and other endogenous antioxidant biomarkers were inversely associated with lung cancer risk, particularly in individuals with a history of smoking exposure.

Background: Bilirubin is a potent endogenous antioxidant that plays a key role in regulating oxidative stress and inflammation, both closely linked to lung carcinogenesis. This study reinterprets the ALBI (Albumin–Bilirubin) and PALBI (Platelet–Albumin–Bilirubin) indices as composite markers of antioxidant and inflammatory status and evaluates their associations with lung cancer risk by sex, including stratified analyses by major lifestyle factors such as smoking and alcohol use. Methods: This study utilized data from the Korean Cancer Prevention Study-II (KCPS-II) cohort, which included 133,630 participants. During a mean follow-up of 13.5 years, 721 incident lung cancer cases were identified. Serum bilirubin and the ALBI and PALBI indices were analyzed by sex, and quartile-based and trend analyses were conducted. Stratified analyses by smoking and alcohol status (never, former, current, ever) and intensity were performed to assess potential effect modification. Cox proportional hazards regression models were used to estimate HRs and 95% CIs. Results: A 1SD increase in total bilirubin and ALBI was inversely associated with lung cancer risk in men (HR: 0.83, 95% CI: 0.75–0.91; HR: 0.86, 95% CI: 0.79–0.94, respectively), whereas PALBI showed a positive association (HR: 1.17, 95% CI: 1.07–1.28). In contrast, in women, total bilirubin and ALBI showed positive associations (HR: 1.19, 95% CI: 1.00–1.40; HR: 1.19, 95% CI: 1.02–1.40, respectively), while PALBI was inversely associated (HR: 0.82, 95% CI: 0.69–0.97). These associations were significant among men who were smokers (former, current, ever) and men who drank alcohol (current, ever), whereas in women, significance was observed only among never drinkers. Stronger interactions were observed in men who were heavy smokers and low-to-moderate drinkers. Conclusions: Bilirubin and the ALBI and PALBI indices exhibit sex-specific and contrasting associations with lung cancer risk, highlighting the need to consider sex-based physiological differences in cancer risk assessment.

Background: This study evaluated the association between bilirubin subtypes (total, indirect, and direct bilirubin) and thyroid cancer risk, with a particular focus on stratified analyses using the ALBI (Albumin-Bilirubin) and PALBI (Platelet-Albumin-Bilirubin) indices by sex, smoking and drinking status, and age under 50 years. Methods: Data were obtained from 133,596 participants in the Korean Cancer Prevention Study-II (KCPS-II) cohort. During a mean follow-up period of 13.55 years, 2314 cases of thyroid cancer (ICD-10: C73) were identified. Serum bilirubin levels and ALBI and PALBI indices were analyzed using Cox proportional hazards regression models stratified by age, sex, smoking, and alcohol consumption status to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). Results: In women, indirect bilirubin showed the strongest inverse association with thyroid cancer risk. ALBI and PALBI indices based on indirect bilirubin also demonstrated significant associations. A 1 standard deviation (SD) increase in indirect bilirubin was associated with a decreased risk of thyroid cancer (HR: 0.92, 95% CI: 0.84–0.99), and the ALBI index similarly showed an inverse association (HR: 0.92, 95% CI: 0.87–0.99). In contrast, the PALBI index was positively associated with thyroid cancer risk (HR: 1.11, 95% CI: 1.03–1.20). Among women who had never smoked, significant associations were observed for indirect bilirubin (HR: 0.91, 95% CI: 0.83–1.00), ALBI (HR: 0.93, 95% CI: 0.86–1.00), and PALBI (HR: 1.14, 95% CI: 1.05–1.23). In analyses stratified by alcohol consumption, the PALBI index was associated with increased thyroid cancer risk in non-drinkers, former drinkers, and ever drinkers, with respective risk increases of 15%, 18%, and 9%. Conclusions: In women, indirect bilirubin was significantly and inversely associated with thyroid cancer risk, and the ALBI and PALBI indices incorporating indirect bilirubin showed consistent results. These findings suggest that indirect bilirubin may play a critical role in the metabolic pathways underlying thyroid cancer in women.

Introduction: Previous studies have shown that over 45% of healthcare workers exhibit symptoms of stress, but the impacts of occupational stress on patient safety culture (PSC) are not well understood. Objectives: This study was to determine the relationship between occupational stress and PSC at Pham Ngoc Thach Hospital in 2022. Methods: A cross-sectional study was conducted on 390 healthcare workers at Pham Ngoc Thach Hospital in November 2022. Data was collected using the Vietnamese version of the HSOPSC 2.0 tool (Cronbach’s alpha 0.68-0.93) and the DASS-21-S. Results: The results showed that 15% of healthcare workers had mild to severe stress. The average PSC score was 3.13 with a standard deviation of 0.36 (5-point Likert scale). Higher occupational stress was associated with lower overall PSC. Specifically, occupational stress negatively impacted three domains of patient safety: teamwork, error communication, and hospital management support for patient safety. Conclusion: This study demonstrates that reducing healthcare worker stress could be an intervention to improve PSC. Hospitals should consider implementing workplace stress relief initiatives as an important factor in promoting PSC in healthcare, which can directly impact patient health and satisfaction.