Department of Experimental Biomedicine and Clinical Neuroscience, Unit of Psychiatry, University Hospital, Palermo, Italy.
Unit of Nefrology II with Dialysis and Renal Transplantation, ARNAS Civico Di Cristina Benfratelli, Palermo, Italy.
Sci Rep. 2017 Feb 2;7:41786. doi: 10.1038/srep41786.
Psychological factors, specific lifestyles and environmental stressors may influence etiopathogenesis and evolution of chronic diseases. We investigate the association between Chronic Inflammatory Bowel Diseases (IBD) and psychological dimensions such as personality traits, defence mechanisms, and Alexithymia, i.e. deficits of emotional awareness with inability to give a name to emotional states. We analyzed a survey of 100 patients with IBD and a control group of 66 healthy individuals. The survey involved filling out clinical and anamnestic forms and administering five psychological tests. These were then analyzed by using a network representation of the system by considering it as a bipartite network in which elements of one set are the 166 individuals, while the elements of the other set are the outcome of the survey. We then run an unsupervised community detection algorithm providing a partition of the 166 participants into clusters. That allowed us to determine a statistically significant association between psychological factors and IBD. We find clusters of patients characterized by high neuroticism, alexithymia, impulsivity and severe physical conditions and being of female gender. We therefore hypothesize that in a population of alexithymic patients, females are inclined to develop psychosomatic diseases like IBD while males might eventually develop behavioral disorders.
心理因素、特定的生活方式和环境应激源可能会影响慢性疾病的病因和发展。我们研究了慢性炎症性肠病(IBD)与心理维度之间的关系,如人格特质、防御机制和述情障碍,即情绪意识缺陷和无法为情绪状态命名。我们分析了 100 名 IBD 患者和 66 名健康对照者的调查。该调查涉及填写临床和病史表格以及进行五项心理测试。然后,通过考虑将其视为二部网络,其中一组的元素是 166 个人,而另一组的元素是调查的结果,使用系统的网络表示来分析这些测试。然后,我们运行无监督社区检测算法,将 166 名参与者分为聚类。这使我们能够确定心理因素与 IBD 之间存在统计学上显著的关联。我们发现患者群体的聚类特征为神经质、述情障碍、冲动和严重的身体状况以及女性性别。因此,我们假设在一群述情障碍患者中,女性更容易患上像 IBD 这样的身心疾病,而男性最终可能会发展出行为障碍。