Research on Characteristic of Chronic Spontaneous Urticaria Based on Multiscale Entropy

Comput Math Methods Med. 2021 May 25:2021:6691356. doi: 10.1155/2021/6691356. eCollection 2021.

Abstract

Chronic spontaneous urticaria (CSU) is a common skin disease which symptom is local pruritus and pain. In medicine, researchers take a certain point that the brain is the control center of CSU, but in previous experiments, the researchers found that cerebellum also had a certain effect on CSU. In order to find out the influence of CSU in the brain and cerebellum, we collected the brain resting-state fMRI data from 40 healthy controls and 32 CSU patients and used DPABI to preprocess. We calculated the entropy values of five scales by using multiscale entropy (MSE) and the average entropy values of two groups' BOLD signals; 15 regions with significant differences were found which not only had a more detailed impact in the brain but also had an impact in the cerebellum, such as precentral gyrus, lenticular putamen, and vermis of cerebellum. In addition, we found that compared with the healthy controls, the entropy values of CSU patients showed two trends which need further study. The advantage of our experiment is that the multiscale entropy value is used to get more influence regions of CSU in the brain and cerebellum. The results of this paper may provide some help for the pathological study of CSU.

MeSH terms

  • Adult
  • Aged
  • Algorithms
  • Brain / diagnostic imaging
  • Case-Control Studies
  • Cerebellum / diagnostic imaging
  • Chronic Urticaria / blood
  • Chronic Urticaria / diagnostic imaging*
  • Chronic Urticaria / pathology
  • Computational Biology
  • Entropy
  • Female
  • Functional Neuroimaging
  • Humans
  • Image Interpretation, Computer-Assisted / methods
  • Image Interpretation, Computer-Assisted / statistics & numerical data
  • Linear Models
  • Magnetic Resonance Imaging
  • Male
  • Middle Aged
  • Oxygen / blood

Substances

  • Oxygen