Smoking is associated with lower brain volume and cognitive differences: A large population analysis based on the UK Biobank

被引:10
作者
Linli, Zeqiang [1 ,2 ,3 ]
Rolls, Edmund T. [4 ,5 ]
Zhao, Wei [1 ,2 ]
Kang, Jujiao [6 ]
Feng, Jianfeng [5 ,6 ]
Guo, Shuixia [1 ,2 ,7 ]
机构
[1] Hunan Normal Univ, Sch Math & Stat, MOE LCSM, Changsha, Peoples R China
[2] Hunan Normal Univ, Coll Hunan Prov, Key Lab Appl Stat & Data Sci, Changsha, Peoples R China
[3] Guangdong Univ Foreign Studies, Sch Math & Stat, Guangzhou, Peoples R China
[4] Oxford Ctr Computat Neurosci, Oxford, England
[5] Univ Warwick, Dept Comp Sci, Coventry, England
[6] Fudan Univ, Ctr Computat Syst Biol, Shanghai, Peoples R China
[7] Hunan Normal Univ, Sch Math & Stat, Changsha 410006, Peoples R China
基金
国家重点研发计划; 英国医学研究理事会; 中国国家自然科学基金;
关键词
Brain gray matter; Cognitive decline; Smoking; Smoking abstinence; GRAY-MATTER VOLUME; CIGARETTE-SMOKING; CORTICAL THICKNESS; RISK-FACTOR; SMOKERS; METAANALYSIS; NONSMOKERS; ANXIETY; HEALTH; AGE;
D O I
10.1016/j.pnpbp.2022.110698
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
The evidence about the association of smoking with both brain structure and cognitive functions remains inconsistent. Using structural magnetic resonance imaging from the UK Biobank (n = 33,293), we examined the relationships between smoking status, dosage, and abstinence with total and 166 regional brain gray matter volumes (GMV). The relationships between the smoking parameters with cognitive function, and whether this relationship was mediated by brain structure, were then investigated. Smoking was associated with lower total and regional GMV, with the extent depending on the frequency of smoking and on whether smoking had ceased: active regular smokers had the lowest GMV (Cohen's d = - 0.362), and former light smokers had a slightly smaller GMV (Cohen's d = - 0.060). The smaller GMV in smokers was most evident in the thalamus. Higher lifetime exposure (i.e., pack-years) was associated with lower total GMV (beta = - 311.84, p = 8.35 x 10-36). In those who ceased smoking, the duration of abstinence was associated with a larger total GMV (beta = 139.57, p = 2.36 x 10- 08). It was further found that reduced cognitive function was associated with smoker parameters and that the associations were partially mediated by brain structure. This is the largest scale investigation we know of smoking and brain structure, and these results are likely to be robust. The findings are of associations between brain structure and smoking, and in the future, it will be important to assess whether brain structure influences smoking status, or whether smoking influences brain structure, or both.
引用
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页数:12
相关论文
共 77 条
[1]   Confound modelling in UK Biobank brain imaging [J].
Alfaro-Almagro, Fidel ;
McCarthy, Paul ;
Afyouni, Soroosh ;
Andersson, Jesper L. R. ;
Bastiani, Matteo ;
Miller, Karla L. ;
Nichols, Thomas E. ;
Smith, Stephen M. .
NEUROIMAGE, 2021, 224
[2]   Smoking habits and incidence of cardiovascular diseases in men and women: findings of a 12 year follow up among an urban Eastern-Mediterranean population [J].
Amiri, Parisa ;
Mohammadzadeh-Naziri, Kamyar ;
Abbasi, Behnood ;
Cheraghi, Leila ;
Jalali-Farahani, Sara ;
Momenan, Amir Abbas ;
Amouzegar, Atieh ;
Hadaegh, Farzad ;
Azizi, Fereidoun .
BMC PUBLIC HEALTH, 2019, 19 (01)
[3]  
[Anonymous], 2021, Tobacco
[4]   Smoking as a risk factor for dementia and cognitive decline: a meta-analysis of prospective studies [J].
Anstey, Kaarin J. ;
von Sanden, Chwee ;
Salim, Agus ;
O'Kearney, Richard .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2007, 166 (04) :367-378
[5]   Head size, age and gender adjustment in MRI studies: a necessary nuisance? [J].
Barnes, Josephine ;
Ridgway, Gerard R. ;
Bartlett, Jonathan ;
Henley, Susie M. D. ;
Lehmann, Manja ;
Hobbs, Nicola ;
Clarkson, Matthew J. ;
MacManus, David G. ;
Ourselin, Sebastien ;
Fox, Nick C. .
NEUROIMAGE, 2010, 53 (04) :1244-1255
[6]   THE MODERATOR MEDIATOR VARIABLE DISTINCTION IN SOCIAL PSYCHOLOGICAL-RESEARCH - CONCEPTUAL, STRATEGIC, AND STATISTICAL CONSIDERATIONS [J].
BARON, RM ;
KENNY, DA .
JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY, 1986, 51 (06) :1173-1182
[7]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[8]   Pleasure Systems in the Brain [J].
Berridge, Kent C. ;
Kringelbach, Morten L. .
NEURON, 2015, 86 (03) :646-664
[9]   Differences between smokers and nonsmokers in regional gray matter volumes and densities [J].
Brody, AL ;
Mandelkern, MA ;
Jarvik, ME ;
Lee, GS ;
Smith, EC ;
Huang, JC ;
Bota, RG ;
Bartzokis, G ;
London, ED .
BIOLOGICAL PSYCHIATRY, 2004, 55 (01) :77-84
[10]   Low Smoking Exposure, the Adolescent Brain, and the Modulating Role of CHRNA5 Polymorphisms [J].
Chaarani, Bader ;
Kan, Kees-Jan ;
Mackey, Scott ;
Spechler, Philip A. ;
Potter, Alexandra ;
Orr, Catherine ;
D'Alberto, Nicholas ;
Hudson, Kelsey E. ;
Banaschewski, Tobias ;
Bokde, Arun L. W. ;
Bromberg, Uli ;
Buechel, Christian ;
Cattrell, Anna ;
Conrod, Patricia J. ;
Desrivieres, Sylvane ;
Flor, Herta ;
Frouin, Vincent ;
Gallinat, Juergen ;
Gowland, Penny ;
Heinz, Andreas ;
Ittermann, Bernd ;
Martinot, Jean-Luc ;
Nees, Frauke ;
Papadopoulos-Orfanos, Dimitri ;
Paus, Tomas ;
Poustka, Luise ;
Smolka, Michael N. ;
Walter, Henrik ;
Whelan, Robert ;
Higgins, Stephen T. ;
Schumann, Gunter ;
Althoff, Robert R. ;
Stein, Elliot A. ;
Garavan, Hugh ;
Mann, Karl ;
Struve, Maren ;
Rietschel, Marcella ;
Spanagel, Rainer ;
Fauth-Buehler, Mira ;
Millenet, Sabina ;
Grimmer, Yvonne ;
Ivanov, Nikolay ;
Strache, Nicole ;
Rapp, Michael ;
Stroehle, Andreas ;
Reuter, Jan ;
Barbot, Alexis ;
Thyreau, Benjamin ;
Schwartz, Yannick ;
Lalanne, Christophe .
BIOLOGICAL PSYCHIATRY-COGNITIVE NEUROSCIENCE AND NEUROIMAGING, 2019, 4 (07) :672-679