Article ID Journal Published Year Pages File Type
504854 Computers in Biology and Medicine 2015 10 Pages PDF
Abstract

•HRV subband analysis is the significant part of the study.•The study is realized for helping the diagnosis of FMS with HRV subband analysis.•There is a new vision on the evaluation of anxiety that accompanies fibromyalgia.•Novelty is supporting the subjective verbal tests by objective physiological tests.•This method may be a beneficial tool for estimation of anxiety.

BackgroundFibromyalgia syndrome (FMS) is identified by widespread musculoskeletal pain, sleep disturbance, nonrestorative sleep, fatigue, morning stiffness and anxiety. Anxiety is very common in Fibromyalgia and generally leads to a misdiagnosis. Self-rated Beck Anxiety Inventory (BAI) and doctor-rated Hamilton Anxiety Inventory (HAM-A) are frequently used by specialists to determine anxiety that accompanies fibromyalgia. However, these semi-quantitative anxiety tests are still subjective as the tests are scored using doctor-rated or self-rated scales.MethodIn this study, we investigated the relationship between heart rate variability (HRV) frequency subbands and anxiety tests. The study was conducted with 56 FMS patients and 34 healthy controls. BAI and HAM-A test scores were determined for each participant. ECG signals were then recruited and 71 HRV subbands were obtained from these ECG signals using Wavelet Packet Transform (WPT). The subbands and anxiety tests scores were analyzed and compared using multilayer perceptron neural networks (MLPNN).ResultsThe results show that a HRV high frequency (HF) subband in the range of 0.15235 Hz to 0.40235 Hz, is correlated with BAI scores and another HRV HF subband, frequency range of 0.15235 Hz to 0.28907 Hz is correlated with HAM-A scores. The overall accuracy is 91.11% for HAM-A and 90% for BAI with MLPNN analysis.ConclusionDoctor-rated or self-rated anxiety tests should be supported with quantitative and more objective methods. Our results show that the HRV parameters will be able to support the anxiety tests in the clinical evaluation of fibromyalgia. In other words, HRV parameters can potentially be used as an auxiliary diagnostic method in conjunction with anxiety tests.

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Physical Sciences and Engineering Computer Science Computer Science Applications
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