Havermans Anne, van Schayck Onno C P, Vuurman Eric F P M, Riedel Wim J, van den Hurk Job
Department of Neuropsychology and Psychopharmacology, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands.
CAPHRI School for Public Health and Primary Care, Maastricht, the Netherlands.
Psychopharmacology (Berl). 2017 Aug;234(16):2375-2384. doi: 10.1007/s00213-017-4628-3. Epub 2017 Apr 21.
In the current study, we use functional magnetic resonance imaging (fMRI) and multi-voxel pattern analysis (MVPA) to investigate whether tobacco addiction biases basic visual processing in favour of smoking-related images. We hypothesize that the neural representation of smoking-related stimuli in the lateral occipital complex (LOC) is elevated after a period of nicotine deprivation compared to a satiated state, but that this is not the case for object categories unrelated to smoking.
Current smokers (≥10 cigarettes a day) underwent two fMRI scanning sessions: one after 10 h of nicotine abstinence and the other one after smoking ad libitum. Regional blood oxygenated level-dependent (BOLD) response was measured while participants were presented with 24 blocks of 8 colour-matched pictures of cigarettes, pencils or chairs. The functional data of 10 participants were analysed through a pattern classification approach.
In bilateral LOC clusters, the classifier was able to discriminate between patterns of activity elicited by visually similar smoking-related (cigarettes) and neutral objects (pencils) above empirically estimated chance levels only during deprivation (mean = 61.0%, chance (permutations) = 50.0%, p = .01) but not during satiation (mean = 53.5%, chance (permutations) = 49.9%, ns.). For all other stimulus contrasts, there was no difference in discriminability between the deprived and satiated conditions.
The discriminability between smoking and non-smoking visual objects was elevated in object-selective brain region LOC after a period of nicotine abstinence. This indicates that attention bias likely affects basic visual object processing.
在本研究中,我们使用功能磁共振成像(fMRI)和多体素模式分析(MVPA)来探究烟草成瘾是否会使基本视觉处理偏向于与吸烟相关的图像。我们假设,与饱腹状态相比,在经历一段时间的尼古丁剥夺后,枕外侧复合体(LOC)中与吸烟相关刺激的神经表征会增强,但对于与吸烟无关的物体类别则并非如此。
当前吸烟者(每天≥10支香烟)接受了两次fMRI扫描:一次是在戒烟10小时后,另一次是在随意吸烟后。在向参与者展示24个包含8张颜色匹配的香烟、铅笔或椅子图片的组块时,测量局部脑血流依赖的血氧水平(BOLD)反应。通过模式分类方法对10名参与者的功能数据进行分析。
在双侧LOC簇中,分类器仅在剥夺期间能够在经验估计的机遇水平之上区分由视觉上相似的吸烟相关(香烟)和中性物体(铅笔)引发的活动模式(平均值 = 61.0%,机遇(置换)= 50.0%,p = 0.01),而在饱腹状态下则不能(平均值 = 53.5%,机遇(置换)= 49.9%,无显著差异)。对于所有其他刺激对比,剥夺和饱腹状态下的可区分性没有差异。
在经历一段时间的尼古丁戒断后,在物体选择性脑区LOC中,吸烟与非吸烟视觉物体之间的可区分性增强。这表明注意力偏向可能会影响基本视觉物体处理。