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Spatial and temporal changes of upper trapezius muscle fiber conduction velocity are not predicted by surface EMG spectral analysis during a dynamic upper limb task.

The purpose of the study was to examine the temporal and spatial correlation between estimates of trapezius muscle fiber conduction velocity (CV) and surface EMG instantaneous mean power spectral frequency (iMPF) during dynamic movement of the upper limb. Surface EMG signals were detected from the upper division of the trapezius muscle in 13 healthy volunteers using linear arrays of eight electrodes at three locations in the cephalad-caudal direction. Subjects were asked to tap with their hands in a cyclic manner between targets positioned mid thigh and 120 degrees of shoulder flexion, to the beat of a metronome set at 88 beats per minute for 5 min. Muscle fiber CV and iMPF were estimated for each cycle at the time instant corresponding to 90 degrees of shoulder flexion. Non-significant correlations were identified between CV and iMPF initial values (R(2)=0.03-0.01), rate of change over time (R(2)=0.10-0.004) and normalized rate of change (R(2)=0.12-0.01) at all three locations on the upper trapezius muscle. These results demonstrate that both spatial and temporal variations in trapezius muscle fiber CV are not predicted by EMG spectral analysis during dynamic movement of the upper limb. This finding suggests that spectral analysis cannot be used to infer changes in the spatial and temporal behavior of muscle fiber CV during dynamic tasks.

Adult↗

Structural analysis of naphthoquinone protein adducts with liquid chromatography/tandem mass spectrometry and the scoring algorithm for spectral analysis (SALSA).

The relative reactivities of various naphthoquinone isomers (1,4-, 1,2- and 2-methyl-1,4-naphthoquinone) to two test proteins, apomyoglobin and human hemoglobin, were evaluated via liquid chromatography/electrospray ionization mass spectrometry (LC/ESI-MS). The structural characterization of the resulting adducts was also obtained by LC/ESI-MS analysis of the intact proteins. The reactive sites of apomyoglobin and human hemoglobin with 1,4-naphthoquinone and 1,2-naphthoquinone were also identified through characterization of adducted tryptic peptides by use of high-pressure liquid chromatography/electrospray ionization with tandem mass spectrometry (HPLC/ESI-MS/MS), TurboSEQUEST, and the scoring algorithm for spectral analysis (SALSA). Four adducted peptides, which were formed by nucleophilic addition of a lysine amino acid residue to 1,4-naphthoquinone, were also identified, as was an adducted peptide from incubation of 1,2-naphthoquinone with apomyoglobin. In the case of incubation of human hemoglobin with the two naphthoquinones, two adducted peptides were identified from the N-terminal valine modification of the alpha and beta chains of human hemoglobin. The adducted protein formation may imply that naphthalene produces its in vivo toxicity through 1,2- and 1,4-naphthoquinone metabolites reacting with biomolecular proteins.

Algorithms↗

[Assessment of autonomic nervous system by spectral analysis of heart rate and blood pressure in hemodialysed patients].

The aim of the presented study was to assess autonomic nervous system (ANS) among hemodialysed patients. Twenty-seven pts. were included to the study (15 M, 12 F) and as a control group 22 (12 M, 10 F) healthy persons were taken. To asses cardiovascular part of ANS we used Ewing battery, time and spectral analysis of heart rate variability (HRV) and spectral analysis of blood pressure variability (BPV). QT interval was analyzed from standard 12-lead ECG. The hemodialysed patients showed certain signs of autonomic dysregulation. Forty two percent of pts had abnormalities in Ewing tests most prevalent in parasympathetic part of ANS. Spectral HRV parameters were pathological in 44.4% patients. The low frequency component of BPV was significantly lower in HD patients without changes in the high frequency component. QT interval dispersion and corrected by heart rate QT interval dispersion were significantly higher in hemodialysed patients than in the control group.

Autonomic Nervous System Diseases↗

Spectral analysis of R-R and arterial pressure variabilities to assess sympatho-vagal interaction during mental stress in humans.

We tested the hypothesis that spectral analysis of the R-R interval and systolic arterial pressure variabilities allows assessment of the dynamic changes in neural control of the cardiovascular system in men undergoing mental stress testing. Mental arithmetic increased the low-frequency components of R-R and systolic arterial pressure, i.e. markers of sympathetic activity to the SA node and the vasculature, respectively; it also decreased the high frequency component of R-R variability, a marker of vagal activity. Spectral analysis of R-R and systolic arterial pressure variabilities may be used in the clinic to test the dynamic effects of mental stress on both sympathetic and vagal activities.

Adult↗

[Effects of myocardial stretching on excitation frequencies determined by spectral analysis during ventricular fibrillation].

INTRODUCTION AND OBJECTIVES: The aim of this study was to analyze the effects of myocardial stretching on excitation frequencies, as determined by spectral analysis, during ventricular fibrillation. METHODS: In 12 isolated rabbit heart preparations, ventricular activation during ventricular fibrillation was recorded with multiple electrodes. Recordings were obtained before, during and after ventricular dilatation produced with an intraventricular balloon. The dominant frequency of the signals obtained with each of the electrodes was determined by spectral analysis. RESULTS: During the control phase, the mean, minimum and maximum dominant frequencies were, respectively, 14.3 1.7, 12.5 1.7, and 16.2 1.4 Hz, and the average difference between the maximum and minimum frequencies was 3.6 2.1 Hz. This difference was over 4 Hz in four cases, and in no case did it exceed 8 Hz. During ventricular stretching, the mean dominant frequency increased significantly (21.1 6.1 Hz; p < 0.0001), as did the minimum values (14 2.6 Hz; p < 0.05) and especially the maximum values (26.6 7.7 Hz; p < 0.0001). The difference between the maximum and minimum frequencies (12.6 6.4 Hz; p < 0.001) was over 4 Hz in all cases except one, and over 8 Hz in 9 cases. The maximum values were distributed heterogeneously during ventricular stretching. Upon suppressing ventricular stretching, the dominant frequency did not differ from controls. CONCLUSIONS: Myocardial frequency maps during ventricular fibrillation show limited variations in the dominant frequency of the signals recorded in the lateral wall of the left ventricle. During stretching, the patterns were heterogeneous, due mainly to the marked increase in the maximum dominant frequency. In the experimental model used, the effects of stretching remitted after suppressing ventricular dilatation.

Animals↗

Assessment of the effect of ovarian suppressants on women with the premenstrual syndrome: iterative spectral analysis.

The daily mood symptoms of four women with the premenstrual syndrome (PMS) were recorded before, and after spontaneous or induced ovarian failure. Response was assessed by iterative spectral analysis and the results compared with techniques based on changes in the mean or median mood score, or the measurement of premenstrual tension in arbitrary 'menstrual' cycles. Only iterative spectral analysis had the capacity to establish the significance of a change in symptom cyclicity, an important attribute for a condition such as the PMS.

Adult↗

New algorithms for real-time, 24 hr continuous and noise-adjusted power spectral analysis of heart rate and blood pressure fluctuations in conscious rats.

The effective combination of C+2 and assembler could realize real-time power spectral analysis of various fluctuation indexes simultaneously. The blood pressure (BP) waveform indexes (WIs) analyzed simultaneously were heart rate (HR), systolic blood pressure (SBP), mean blood pressure (MBP) and diastolic blood pressure (DBP). Power amplitudes (very low frequency, VLFamp; low frequency, LFamp; and high frequency, HFamp) were evaluated by accurate BP waveform recognition, accurate automatic rejection of outliers, baseline adjustment in periodograms and digital filtering of each amplitude. In the in vivo experiments, the amplitudes were changed in a dose-dependent manner by methylatropine (HR-VLFamp, HR-LFamp and HR-HFamp), phentolamine (HR-LFamp, SBP-VLFamp, SBP-LFamp and SBP-HFamp) and propranolol (HR-LFamp and SBP-LFamp). The absolute correlation coefficients of the amplitude and the change in each parameter were more than 0.96. In conclusion, this real-time, noise-adjusted power spectral analysis system for investigating HR and BP fluctuations enabled us to accurately evaluate autonomic nerve activity in conscious rats. Moreover, unlike other systems, this system was able to detect the biphasic changes in SBP-HFamps caused by phentolamine.

Algorithms↗

Use of principal component analysis in the frequency domain for mapping electroencephalographic activities: comparison with phase-encoded Fourier spectral analysis.

Principal component analysis (PCA) can separate multichannel electroencephalographic (EEG) epochs into linearly independent (temporally and spatially noncorrelated) components. Results of PCA include component time-series waveforms and factors representing the contribution of each component to each electrode; these factors may be displayed as contour maps representing the topographic distribution of each component. However, PCA often does not achieve the most useful separation of components. PCA may be performed in the frequency domain to potentially improve results. After inspecting principal components of the frequency spectra, spectral values in a selected frequency range are multiplied by a chosen factor to emphasize (or de-emphasize) these frequencies and PCA is redone, promoting the separation of different frequencies into different components. Phase-encoded Fourier spectral analysis (PEFSA) uses multichannel complex Fourier spectra (amplitude and phase) to obtain positive or negative (phase-encoded) potentials at each electrode for any selected frequency. These may be displayed as a contour map representing the topographic distribution of the selected frequency. Applying both techniques, we found that EEG activities of differing frequency were readily separated by PEFSA, while standard PCA often mixed activities with different frequencies into a single component. However, frequency-domain PCA gave a component whose spatial distribution well matched PEFSA results. PCA is superior to PEFSA for separating activities with overlapping frequencies but differing spatial distributions. Preservation of phase information is an advantage of PEFSA and PCA over topographic maps that represent only amplitude (or power) at a given frequency. PCA or PEFSA maps can serve as a starting point for source localization.

Brain↗

Averaged and time-gated spectral analysis of respiratory sounds. Repeatability of spectral parameters in healthy men and in patients with fibrosing alveolitis.

STUDY OBJECTIVE: To obtain a basis for assessment of changes in breath sound spectra in patients with pulmonary diseases, short-term and day-to-day repeatability of spectral parameters was studied. DESIGN: Breath sounds were recorded simultaneously from the trachea and from the chest twice at an interval of 15 min (short-term repeatability) and of 1 to 3 days (day-to-day repeatability). During recordings, air flow at the mouth was controlled, the target inspiratory and expiratory peak flow being 1.25 L/s. Inspiratory and expiratory breath sound spectra were averaged over 7 to 10 successive respiratory cycles. The repeatability of sound intensity (RMS), frequency of maximum intensity (Fmax), and median frequency (F50) was analyzed with analysis of variance. PARTICIPANTS: Short-term repeatability was studied in 10 healthy nonsmoking men (age 25 to 44 years), and day-to-day repeatability was studied in 10 healthy nonsmoking men (age 23 to 41 years) and in 12 patients with clinically stable fibrosing alveolitis (age 35 to 82 years). RESULTS: Short-term coefficient of variation (CoV) of Fmax and F50 was 2.6 to 6.7% when recorded from the chest, and 6.2 to 8.7% when recorded from the trachea. Day-to-day CoV of Fmax and F50 in healthy subjects was 4.7 to 8.5% and 5.0 to 8.7% recorded from the chest or from the trachea, respectively. Inspiratory day-to-day variation in those parameters was higher in patients with fibrosing alveolitis. CoV of RMS was high, ranging from 18 to 47% in different subject groups and sampling situations. CONCLUSIONS: Repeatability of F50 of averaged flow-controlled lung sound spectra is good both in healthy subjects and in patients with fibrosing alveolitis. Thus, F50 of respiratory sound spectra may be useful in monitoring of changes induced by respiratory diseases and interventions. These results emphasize the importance of standardization of recording conditions and of analyzing techniques.

Adult↗

Sympathetic predominance in essential hypertension: a study employing spectral analysis of heart rate variability.

In this study on 91 subjects we tested the hypothesis of an enhanced sympathetic activity in uncomplicated essential hypertension employing spectral analysis of heart rate variability. With this technique the tonic sympathetic and vagal activities and their changes are respectively assessed by the power of approximately 0.1 Hz (low frequency, LF) and approximately 0.25 Hz (respiratory linked, high frequency, HF) components of the spectrum of the beat by beat variability of RR interval. When comparing the 40 subjects with diastolic blood pressure consistently greater than 95 mmHg (hypertensives, Ht), with 35 age-matched controls (diastolic arterial pressure less than 90 mmHg, Nt), we observed that LF was greater and HF smaller in Ht as compared to Nt, thus suggesting an enhanced sympathetic activity and a reduce vagal activity in Ht. Additionally, passive tilt, which in Nt enhances LF [delta = 26 +/- 2 normalized units (nu)] and reduces HF (delta = -22 +/- 2, nu), produced smaller (P less than 0.05) changes in Ht (delta LF = 6.3 +/- 2.7 and delta HF = -7.5 +/- 2.3 nu). Furthermore, the values of LF at rest and the altered effects of tilt on LF and HF were significantly correlated with the degree of the hypertensive state. Chronic beta-adrenergic blockade (atenolol 100 mg once daily for 2 weeks, n = 13) reduced heart rate and blood pressure (from 162/103 to 136/88 mmHg) together with a significant diminution of LF and an increase of HF. Thus, spectral analysis of RR variability appears to be a convenient non-invasive technique to follow the progressive alterations in sympatho-vagal balance present in essential hypertension.

Adult↗

Spectral analysis of the EEG. Some fundamentals revisited and some open problems.

This tutorial was presented during the 1986 training course of the International Pharmaco-EEG Group (IPEG) in Santa Margherita Ligure, Italy. During recent years spectral analysis has been increasingly used in experimental EEG. However, to avoid misinterpretations of results, its limitations must still be carefully considered. The tutorial starts with revisiting the fundamentals of the technique, emphasizes the practical estimation of auto- and cross-spectra, discusses the assumptions underlying the spectral analysis of stochastic processes, and ends with a brief discussion concerning the postprocessing of spectral data.

Computers↗

[Application of spectral analysis of the heart rhythm variability for estimation of the autonomic nervous system state in patients with ulcer disease].

In 57 patients with ulcer disease the spectral analysis of the heart rhythm variability (HRV) was conducted for estimation of the vegetative nervous system (VNS) state. In 66.7% of patients there was noted prevalence of the parasympathetic part of VNS tone, in 14.0% - sympathetic one. Dystonic activity of various parts of VNS had accompanied by raising of definite mediators (markers) of VNS: acetylcholine (r = 0.75), adrenaline and noradrenaline (r = 0.25), complicated course of ulcer disease. Sympathicotonia was associated with ulcerative hemorrhage (r = 0.5), vagotonia with perforation of the ulcer (r = 0.75). So, choosing the surgical intervention volume in patients with the ulcer disease it is expedient to apply the method of spectral analysis of HRV for estimation of the VNS state.

Adult↗

[Spectral analysis of the electroencephalogram in children with systemic lupus erythematosus].

INTRODUCTION: Systemic lupus erythematosus (SLE) is an autoimmune disease that affects different systems and organs, including the central nervous system (CNS). It has been suggested that about 40% of the cases of neuropsychiatric lupus (NPSLE) develop before SLE is diagnosed or at the same time it is being carried out, and 63% appear during the first year following diagnosis. AIMS: The aim of this study was to check the hypothesis that the electroencephalogram (EEG) may be sensitive to the damage to the CNS in children with SLE in whom there is still no clinical evidence of NPSLE. PATIENTS AND METHODS: EEG recordings were performed in 30 children with a diagnosis of SLE with or without signs of a neuropsychiatric syndrome. The results of the EEG were evaluated visually and analysed quantitatively. RESULTS: The visual inspection of the EEG showed the presence of alterations in 44.5% of the children with SLE and in 76.9% of those with NPSLE. There were significant differences in Student's t test (p = 0.0055) between the two groups for the analysis of the broadband spectral measurements. The narrow band analysis revealed a significant increase in the theta and delta frequencies in children with SLE as compared to standard values, whereas in children with NPSLE significant differences were found in the fast bands in frontal regions. CONCLUSIONS: Spectral analysis of the narrow band could help to confirm diagnoses of NPSLE, while anomalies in the slow bands could be an early marker of damage to the CNS although there are still no symptoms of the disease.

Adolescent↗

Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment.

In this article we consider the application of parametric spectral analysis to multichannel event-related potentials (ERPs) during cognitive experiments. We show that with proper data preprocessing, Adaptive MultiVariate AutoRegressive (AMVAR) modeling is an effective technique for dealing with nonstationary ERP time series. We propose a bootstrap procedure to assess the variability in the estimated spectral quantities. Finally, we apply AMVAR spectral analysis to a visuomotor integration task, revealing rapidly changing cortical dynamics during different stages of task processing.

Animals↗

Effects of acute clonidine administration on power spectral analysis of heart rate variability in healthy humans.

1. To investigate the relationship between the autonomic drive to the heart and heart rate variability, as evaluated by power spectral analysis, we studied the effect of clonidine (300 microg), a central sympatholytic agent, on heart rate variability. 2. Six healthy subjects (mean age 31 +/- 3 years) were studied in the supine and the sitting position (15 min each) on two different occasions, respectively, before and after clonidine administration. Using an autoregressive approach, the low frequency (LF) and the high frequency (HF) components of power spectral analysis were measured, and their ratio was calculated. Blood pressure was monitored throughout the study and plasma catecholamines were measured at the end of each period. 3. Before clonidine, assumption of the sitting position induced increases in LF, LF/HF ratio, blood pressure and plasma noradrenaline. Clonidine induced remarkable reductions in the normalized values of the LF component and the LF/HF ratio in both the resting and the sitting position (supine: LF = -68%, LF/HF ratio = -80%; sitting: LF = -23%, LF/HF ratio = -55%) without affecting the central frequencies of LF and HF components. Blood pressure and plasma catecholamines also significantly decreased after clonidine. 4. These results support the hypothesis that the LF component of HRV, expressed in normalized units, is an indicator of the sympathetic control of the heart. In addition, this component seems to be largely of central origin, because it is markedly reduced by the central sympatholytic action of clonidine.

Adult↗

Twenty-four-hour pattern of hunger sensation in obesity complicated by type 2 diabetes mellitus: a pattern recognition by spectral analysis.

Hunger sensation (HS) in humans physiologically shows intraday (circadian) and within-day (ultradian) recursivity. This intrinsic periodicity was investigated by applying the cosinor method and spectral analysis to the 24-hour profile of HS (orexigram) derived by a self-rating score (from 1 to 10 hunger units [HU]) recorded every half-hour. The study of circadian and ultradian recursivity on the orexigram was performed in 30 diabetic obese patients ([DOPs], 14 men and 16 women aged 22 to 62 years; body weight, 77 to 130 kg; body mass index, 31-47). The control group consisted of 30 clinically healthy subjects ([CHS], 15 men and 15 women aged 21 to 60 years; body weight, 65 to 72 kg; body mass index, 23 to 25). DOPs showed two types of orexigrams in which hunger was felt with limitation to the diurnal part of the day or with extension to the night, respectively. The type 1 orexigram was characterized by a normal spectrum and circadian rhythm. The type 2 orexigram was characterized by subsidiary ultradian components associated with an abnormal elevation of the circadian mesor and a significant delay of the circadian phase, as the spectral analysis was indicative of a structural difference in the frequencies that sustain the intraday and within-day recursivity of the HS. Accordingly, DOPs can be recognized by their orexigram as "eurectic" or "hyperrectic" to indicate subjects with a normal or an exaggerated HS, respectively, during the 24-hour span.

Adult↗

Computerized EEG spectral analysis in elderly normal, demented and depressed subjects.

Computerized spectral analysis of the EEG was performed in 35 patients with Alzheimer's disease and compared to patients with major depression (23) and healthy elderly controls (61). Compared to controls, demented patients had a significant increase in the theta and alpha 1 bandwidths as well as an increased theta-beta difference. The parasagittal mean frequency, beta 1 and beta 2 activity were significantly decreased. Depressed patients differed from demented patients, particularly at the lower end of the spectrum, having significantly less delta and theta activity. Like the demented group, depressed patients also had a decreased parasagittal mean frequency, beta 1 and beta 2 when compared to controls. In demented patients, there was a high correlation between several spectral parameters (parasagittal mean frequency, delta and theta activity, and the theta-beta difference) and the Folstein score, EEG measures used for discriminant analysis were more accurate in identifying demented patients who had lower Folstein scores.

Aged↗