Thornton Vera, Chang Yoonhoo, Chaloemtoem Ariya, Anokhin Andrey P, Bijsterbosch Janine, Foraker Randi, Hancock Dana B, Johnson Eric O, White Julie D, Hartz Sarah M, Bierut Laura J
Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA.
Department of Radiology, Washington University School of Medicine, St. Louis, Missouri, USA.
medRxiv. 2024 Sep 26:2024.09.25.24313371. doi: 10.1101/2024.09.25.24313371.
Alcohol use and smoking are common substance-use behaviors with well-established negative health effects, including decreased brain health. We examined whether alcohol use and smoking were associated with the same neuroimaging-derived brain measures. We further explored whether the effects of alcohol use and smoking on the brain were additive or interactive. We leveraged a cohort of 36,309 participants with neuroimaging data from the UK Biobank. We used linear regression to determine the association between 354 neuroimaging-derived brain measures and alcohol use defined as drinks per week, pack years of smoking, and drinks per week × pack years smoking interaction. To assess whether the brain associations with alcohol are broadly similar or different from the associations with smoking, we calculated the correlation between z-scores of association for drinks per week and pack years smoking. Results indicated overall moderate positive correlation in the associations across measures representing brain structure, magnetic susceptibility, and white matter tract microstructure, indicating greater similarity than difference in the brain measures associated with alcohol use and smoking. The only evidence of an interaction between drinks per week and pack years smoking was seen in measures representing magnetic susceptibility in subcortical structures. The effects of alcohol use and smoking on brain health appeared to be additive rather than multiplicative for all other brain measures studied. 97% (224/230) of associations with alcohol and 100% (167/167) of the associations with smoking that surpassed a p value threshold are in a direction that can be interpreted to reflect reduced brain health. Our results underscore the similarity of the adverse associations between use of these substances and neuroimaging derived brain measures.
饮酒和吸烟是常见的物质使用行为,对健康有公认的负面影响,包括损害大脑健康。我们研究了饮酒和吸烟是否与相同的神经影像学衍生脑指标相关。我们进一步探讨了饮酒和吸烟对大脑的影响是相加的还是相互作用的。我们利用了来自英国生物银行的36309名有神经影像学数据的参与者队列。我们使用线性回归来确定354个神经影像学衍生脑指标与饮酒(定义为每周饮酒量)、吸烟包年数以及每周饮酒量×吸烟包年数的相互作用之间的关联。为了评估大脑与饮酒的关联与吸烟的关联在总体上是相似还是不同,我们计算了每周饮酒量和吸烟包年数的关联z分数之间的相关性。结果表明,在代表脑结构、磁化率和白质束微观结构的各项指标的关联中,总体呈现中度正相关,这表明与饮酒和吸烟相关的脑指标之间的相似性大于差异性。每周饮酒量和吸烟包年数之间相互作用的唯一证据出现在代表皮质下结构磁化率的指标中。对于所研究的所有其他脑指标,饮酒和吸烟对大脑健康的影响似乎是相加的,而非相乘的。在超过p值阈值的与饮酒的关联中,97%(224/