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1.
J Neural Eng ; 13(4): 046026, 2016 08.
Article in English | MEDLINE | ID: mdl-27432759

ABSTRACT

OBJECTIVE: The scalp EEG spectrum is a frequently used marker of neural activity. Commonly, the preprocessing of EEG utilizes constraints, e.g. dealing with a predefined subset of electrodes or a predefined frequency band of interest. Such treatment of the EEG spectrum neglects the fact that particular neural processes may be reflected in several frequency bands and/or several electrodes concurrently, and can overlook the complexity of the structure of the EEG spectrum. APPROACH: We showed that the EEG spectrum structure can be described by parallel factor analysis (PARAFAC), a method which blindly uncovers the spatial-temporal-spectral patterns of EEG. We used an algorithm based on variational Bayesian statistics to reveal nine patterns from the EEG of 38 healthy subjects, acquired during a semantic decision task. The patterns reflected neural activity synchronized across theta, alpha, beta and gamma bands and spread over many electrodes, as well as various EEG artifacts. MAIN RESULTS: Specifically, one of the patterns showed significant correlation with the stimuli timing. The correlation was higher when compared to commonly used models of neural activity (power fluctuations in distinct frequency band averaged across a subset of electrodes) and we found significantly correlated hemodynamic fluctuations in simultaneously acquired fMRI data in regions known to be involved in speech processing. Further, we show that the pattern also occurs in EEG data which were acquired outside the MR machine. Two other patterns reflected brain rhythms linked to the attentional and basal ganglia large scale networks. The other patterns were related to various EEG artifacts. SIGNIFICANCE: These results show that PARAFAC blindly identifies neural activity in the EEG spectrum and that it naturally handles the correlations among frequency bands and electrodes. We conclude that PARAFAC seems to be a powerful tool for analysis of the EEG spectrum and might bring novel insight to the relationships between EEG activity and brain hemodynamics.


Subject(s)
Electroencephalography/statistics & numerical data , Magnetic Resonance Imaging/statistics & numerical data , Adult , Algorithms , Artifacts , Bayes Theorem , Cerebrovascular Circulation/physiology , Factor Analysis, Statistical , Female , Hemodynamics/physiology , Humans , Male , Multimodal Imaging , Nerve Net/physiology , Oxygen/blood , Psychomotor Performance/physiology , Scalp , Young Adult
2.
Biochemistry ; 25(3): 687-91, 1986 Feb 11.
Article in English | MEDLINE | ID: mdl-3955024

ABSTRACT

The equilibrium binding of ethidium to poly(dG-dC) and poly(dG-m5dC) under conditions favoring B and Z forms was investigated with fluorescence-detected circular dichroism (FDCD) and optical titration methods. FDCD spectra indicate a similar geometry for the intercalated ethidium under both B- and Z-form conditions, even at low levels of bound ethidium. The magnitude of the 310-330-nm FDCD band as a function of the bound drug to base pair ratio (r) indicates ethidium binds to poly(dG-dC) in 4.4 M NaCl and to poly(dG-m5dC) in 25 mM MgCl2 by clustering. Under these conditions, circular dichroism spectra indicate the polymer is largely Z form. Thus, it appears ethidium clusters into regions it has induced into a right-handed form. For all conditions studied, the FDCD spectra provided no evidence for a left-handed binding site. Under B-form conditions, binding is random.


Subject(s)
Ethidium , Polydeoxyribonucleotides , Chemical Phenomena , Chemistry , Circular Dichroism/methods , Nucleic Acid Conformation , Spectrometry, Fluorescence/methods , Structure-Activity Relationship
3.
Biochemistry ; 24(12): 2819-22, 1985 Jun 04.
Article in English | MEDLINE | ID: mdl-3893530

ABSTRACT

Fluorescence-detected circular dichroism (FDCD) spectra are reported for ethidium in Escherichia coli cells and bound to E. coli DNA in vitro. FDCD bands are observed at 325 and 385 nm. These bands change amplitude as the ethidium to DNA ratio changes. Spectra are similar for in vivo and in vitro measurements. However, the bands at 325 and 385 nm disappear when ethidium binds to macromolecules without intercalating between base pairs. The results demonstrate that FDCD spectra can be measured in cell suspensions and indicate that ethidium binds to nucleic acids in E. coli cells by intercalation.


Subject(s)
DNA, Bacterial , Ethidium , Chemical Phenomena , Chemistry , Circular Dichroism/instrumentation , Circular Dichroism/methods , Escherichia coli , Nucleic Acid Conformation , Spectrometry, Fluorescence/instrumentation , Spectrometry, Fluorescence/methods
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