School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, 518060, China.
Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen University, Shenzhen, 518060, China.
Hum Brain Mapp. 2018 Jul;39(7):2997-3004. doi: 10.1002/hbm.24055. Epub 2018 Apr 20.
Recently, functional magnetic resonance imaging (fMRI) has been increasingly used to assess brain function. Brain entropy is an effective model for evaluating the alteration of brain complexity. Specifically, the sample entropy (SampEn) provides a feasible solution for revealing the brain's complexity. Occupation is one key factor affecting the brain's activity, but the neuropsychological mechanisms are still unclear. Thus, in this article, based on fMRI and a brain entropy model, we explored the functional complexity changes engendered by occupation factors, taking the seafarer as an example. The whole-brain entropy values of two groups (i.e., the seafarers and the nonseafarers) were first calculated by SampEn and followed by a two-sample t test with AlphaSim correction (p < .05). We found that the entropy of the orbital-frontal gyrus (OFG) and superior temporal gyrus (STG) in the seafarers was significantly higher than that of the nonseafarers. In addition, the entropy of the cerebellum in the seafarers was lower than that of the nonseafarers. We conclude that (1) the lower entropy in the cerebellum implies that the seafarers' cerebellum activity had strong regularity and consistency, suggesting that the seafarer's cerebellum was possibly more specialized by the long-term career training; (2) the higher entropy in the OFG and STG possibly demonstrated that the seafarers had a relatively decreased capability for emotion control and auditory information processing. The above results imply that the seafarer occupation indeed impacted the brain's complexity, and also provided new neuropsychological evidence of functional plasticity related to one's career.
最近,功能磁共振成像(fMRI)已越来越多地用于评估大脑功能。脑熵是评估大脑复杂性变化的有效模型。具体来说,样本熵(SampEn)为揭示大脑的复杂性提供了一种可行的解决方案。职业是影响大脑活动的关键因素之一,但神经心理学机制尚不清楚。因此,在本文中,我们基于 fMRI 和脑熵模型,以海员为例,探讨了职业因素引起的大脑功能复杂性变化。首先通过 SampEn 计算两组(海员和非海员)的全脑熵值,然后进行双样本 t 检验,并使用 AlphaSim 校正(p<0.05)。我们发现海员的眶额回(OFG)和颞上回(STG)的熵值明显高于非海员。此外,海员的小脑熵值低于非海员。我们得出结论:(1)小脑的低熵表明海员小脑活动具有很强的规律性和一致性,这表明海员的小脑可能通过长期的职业训练变得更加专业化;(2)OFG 和 STG 的高熵可能表明海员的情绪控制和听觉信息处理能力相对下降。上述结果表明,海员的职业确实影响了大脑的复杂性,并为与职业相关的功能可塑性提供了新的神经心理学证据。