Bidirectional genetic and phenotypic links between smoking and striatal iron content involving dopaminergic and inflammatory pathways
Trofimova, O.; Iuliani, I.; Bergmann, S.
Show abstract
Tobacco smoking is a major modifiable risk factor for cardiovascular and lung diseases. A better understanding of its neurobiological underpinnings will benefit the prevention of smoking-related illnesses and mortality. Recent neuroimaging studies have identified a correlation between smoking and iron concentration in the brains striatum, a subcortical region involved in habit formation and compulsive behaviour, and a central node of dopamine activity. Moreover, iron accumulation in the striatum is associated with lower cognitive performance in adults. Here, we investigated phenotypic and genetic correlations, and causal relationships between smoking initiation (ever smoked regularly) and susceptibility-weighted magnetic resonance imaging (MRI)-derived markers of iron content-T2* and quantitative susceptibility mapping (QSM)-in the bilateral putamen, caudate, and accumbens nuclei. We computed correlations between smoking and striatal iron in the UK Biobank, adjusting for a vast set of imaging and non-imaging confounders. Using genome-wide association studies (GWAS) summary statistics, we performed global genetic correlation, cross-GWAS coherence tests at the gene level, and causality analysis using Mendelian randomisation and PascalX. Smoking was positively correlated with iron content in the bilateral putamen, caudate, and in the left accumbens, with the strongest effect found when contrasting current and never smokers. Striatal iron had a positive association with pack-years and a negative relationship with years since stopping smoking, indicating a possible reversal of iron accumulation after smoking cessation. Genetic correlation paralleled phenotypic correlation. Cross-GWAS signal was coherent in genes involved in the dopaminergic and glutamatergic systems, and synaptic function. There was evidence of a causal relationship from smoking to striatal iron through genes involved in synaptogenesis and plasticity, and to a lesser extent, from striatal iron to smoking through inflammatory and immune system related genes. Moreover, the heterogeneity of genes with correlated and anti-correlated signals suggests that the neurobiological mechanisms linking iron to smoking behaviour are highly complex. Overall our results show an association between cigarette smoking and iron concentration in the striatum with complex multi-directional causal mechanisms involving synaptic transmission and inflammatory circuits.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Transcriptional alterations in opioid use disorder reveal an interplay between neuroinflammation and synaptic remodeling 93%
- Early or late gestational exposure to maternal immune activation alters neurodevelopmental trajectories in mice: an integrated neuroimaging, behavioural, and transcriptional study 93%
- Alterations in retrotransposition, synaptic connectivity, and myelination implicated by transcriptomic changes following maternal immune activation in non-human primates 93%
Similar papers in this journal
- Maternal depressive symptoms, neonatal white matter, and toddler social-emotional development 94%
- Causal effect of C-reactive protein and vitamin D on human cerebral anatomy observed among genetically correlated biomarkers in blood 94%
- The circulating proteome and brain health: Mendelian randomisation and cross-sectional analyses 93%
Similar papers in this journal
- Distinct longitudinal brain white matter microstructure changes and associated polygenic risk of common psychiatric disorders and Alzheimer’s disease in the UK Biobank 93%
- Mediation analyses link cardiometabolic factors and liver fat with white matter hyperintensities and cognitive performance: A UK Biobank study 92%
- Disentangling independent and mediated causal relationships between blood metabolites, cognitive factors, and Alzheimer’s Disease 92%
Similar papers in this journal
- Smoking-informed methylation and expression QTLs in human brain and colocalization with smoking-associated genetic loci 94%
- Not all smokers are alike: The hidden cost of sustained attention during nicotine abstinence 93%
- Genome-wide DNA methylation differences in nucleus accumbens of smokers vs. nonsmokers 92%
Similar papers in this journal
- Tbx1, a 22q11.2-encoded gene, is a link between alterations in fimbria myelination and cognitive speed in mice 92%
- Replicability of Structural Brain Alterations Associated with General Psychopathology: Evidence from a Population-Representative Birth Cohort 92%
- Gene dosage effects of 22q11.2 copy number variants on in-vivo measures of white matter axonal density and dispersion 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.