Altered cerebral blood flow velocity features in fibromyalgia patients in resting-state conditions

被引:6
|
作者
Rodriguez, Alejandro [1 ]
Tembl, Jose [2 ]
Mesa-Gresa, Patricia [3 ]
Angel Munoz, Miguel [4 ]
Montoya, Pedro [5 ]
Rey, Beatriz [1 ]
机构
[1] Univ Politecn Valencia, Dept Ingn Graf, Camino Vera S-N, Valencia, Spain
[2] Hosp Univ & Politecn La Fe, Dept Neurol, Valencia, Spain
[3] Univ Valencia, Fac Psicol, Dept Psicobiol, Blasco Ibanez 21, Valencia, Spain
[4] Univ Granada, Dept Personalidad Evaluac & Tratamientos Psicol, Granada, Spain
[5] Univ Illes Balears, IUNICS, Palma De Mallorca, Spain
来源
PLOS ONE | 2017年 / 12卷 / 07期
关键词
LEMPEL-ZIV COMPLEXITY; COGNITIVE TASKS; DOMAIN ANALYSIS; BRAIN ACTIVITY; PAIN; DEPRESSION; RESPONSES; CONNECTIVITY; ENTROPY; EEG;
D O I
10.1371/journal.pone.0180253
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The aim of this study is to characterize in resting-state conditions the cerebral blood flow velocity (CBFV) signals of fibromyalgia patients. The anterior and middle cerebral arteries of both hemispheres from 15 women with fibromyalgia and 15 healthy women were monitored using Transcranial Doppler (TCD) during a 5-minute eyes-closed resting period. Several signal processing methods based on time, information theory, frequency and time-frequency analyses were used in order to extract different features to characterize the CBFV signals in the different vessels. Main results indicated that, in comparison with control subjects, fibromyalgia patients showed a higher complexity of the envelope CBFV and a different distribution of the power spectral density. In addition, it has been observed that complexity and spectral features show correlations with clinical pain parameters and emotional factors. The characterization features were used in a lineal model to discriminate between fibromyalgia patients and healthy controls, providing a high accuracy. These findings indicate that CBFV signals, specifically their complexity and spectral characteristics, contain information that may be relevant for the assessment of fibromyalgia patients in resting-state conditions.
引用
收藏
页数:21
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