Sekine Airi, Nakajima Kei
Department of Food and Nutrition, Japan Women's University, Tokyo, JPN.
Department of Endocrinology and Diabetes, Saitama Medical Center, Saitama Medical University, Kawagoe, JPN.
Cureus. 2024 Mar 4;16(3):e55467. doi: 10.7759/cureus.55467. eCollection 2024 Mar.
Aims Little is known about the association between habitual alcohol consumption and serum high-density lipoprotein cholesterol (HDL-C) in women. We aimed to investigate this association in middle-aged Japanese women in a community-based cohort study using conventional statistical analyses and explainable artificial intelligence (AI) analysis. Methods We retrospectively investigated the association between alcohol consumption and HDL-C after 10 years in 90,053 women aged 40-64 years whose drinking habits were generally consistent for 10 years. Results After 10 years, 11.3% and 17.9% of subjects had serum HDL-C decreased by ≥10 mg/dL and ≥10%, respectively. In unadjusted analysis, moderate-to-heavy alcohol consumption may both increase and decrease serum HDL-C levels after 10 years. After adjustment for potential confounding factors, moderate (23-45 g/day) and heavy (≥46 g/day) alcohol consumption were each significantly associated with decreases in HDL-C (OR (95% CI): 1.18 and 1.36 (1.11-1.26 and 1.21-1.53) for ≥10 mg/dL, 1.11 and 1.29 (1.05-1.17 and 1.17-1.43) for ≥10%), but not associated with an increase in HDL-C (0.96 and 0.98 (0.91-1.01 and 0.89-1.08) for ≥10 mg/dL, 0.97 and 0.96 (0.93-1.01 and 0.88-1.05) for ≥10%). Further analysis after adjustment for baseline serum HDL-C showed the same results. AI analysis showed that alcohol consumption was the 8th positive contributor to the decrease in HDL-C, following baseline high HDL-C (≥77 mg/dL), high low-density lipoprotein cholesterol (≥133 mg/dL), high body mass index (≥23.1 kg/m), pharmacotherapy for dyslipidemia, high triglycerides (≥70 mg/dL), age 44-64 years, and smoking. Heavy alcohol consumption was a more positive contributor to decreased HDL-C than were other alcohol consumption levels. Conclusions Habitual moderate-to-heavy alcohol consumption may cause a significant decrease in serum HDL-C in middle-aged women, which may be modified by concomitant factors.
目的 关于女性习惯性饮酒与血清高密度脂蛋白胆固醇(HDL-C)之间的关联,人们了解甚少。我们旨在通过一项基于社区的队列研究,运用传统统计分析和可解释人工智能(AI)分析,来探究中年日本女性中的这种关联。方法 我们对90053名年龄在40 - 64岁、饮酒习惯在10年中总体保持一致的女性进行回顾性研究,调查她们10年后饮酒与HDL-C之间的关联。结果 10年后,分别有11.3%和17.9%的受试者血清HDL-C下降≥10 mg/dL和≥10%。在未调整分析中,中度至重度饮酒在10年后可能会使血清HDL-C水平升高或降低。在对潜在混杂因素进行调整后,中度(23 - 45克/天)和重度(≥46克/天)饮酒均与HDL-C降低显著相关(HDL-C降低≥10 mg/dL时,OR(95%CI):1.18和1.36(1.11 - 1.26和1.21 - 1.53);HDL-C降低≥10%时,OR(95%CI):1.11和1.29(1.05 - 1.17和1.17 - 1.43)),但与HDL-C升高无关(HDL-C升高≥10 mg/dL时,OR(95%CI):0.96和0.98(0.91 - 1.01和0.89 - 1.08);HDL-C升高≥10%时,OR(95%CI):0.97和0.96(0.93 - 1.01和0.88 - 1.05))。对基线血清HDL-C进行调整后的进一步分析显示了相同的结果。人工智能分析表明,饮酒是HDL-C降低的第8个正向影响因素,排在基线高HDL-C(≥77 mg/dL)、高低密度脂蛋白胆固醇(≥133 mg/dL)、高体重指数(≥23.1 kg/m²)、血脂异常药物治疗、高甘油三酯(≥70 mg/dL)、44 - 64岁年龄和吸烟之后。重度饮酒比其他饮酒水平对HDL-C降低的正向影响更大。结论 习惯性中度至重度饮酒可能导致中年女性血清HDL-C显著降低,这可能会受到伴随因素的影响。