Toward Quantifying the Psychopathology of Eating Disorders From the Autonomic Nervous System Perspective: A Methodological Approach
The phenomenology of Eating Disorders (ED) relates with altered functioning of the Autonomic Nervous System (ANS). The lack of agreement in what comes to the direction and significance of such alterations is possibly due to the variability in the ED spectrum. As the stress response system is an inte...
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doaj-d60cbad94e8d4fe4ad363d656dee1e952020-11-25T00:23:24ZengFrontiers Media S.A.Frontiers in Neuroscience1662-453X2019-07-011310.3389/fnins.2019.00606440258Toward Quantifying the Psychopathology of Eating Disorders From the Autonomic Nervous System Perspective: A Methodological ApproachNeide Simões-Capela0Neide Simões-Capela1Giuseppina Schiavone2Walter De Raedt3Elske Vrieze4Chris Van Hoof5Chris Van Hoof6Chris Van Hoof7ESAT, KU Leuven, Heverlee, BelgiumIMEC, Heverlee, BelgiumIMEC-NL, Eindhoven, NetherlandsIMEC, Heverlee, BelgiumUniversity Psychiatric Center, KU Leuven, Leuven, BelgiumESAT, KU Leuven, Heverlee, BelgiumIMEC, Heverlee, BelgiumIMEC-NL, Eindhoven, NetherlandsThe phenomenology of Eating Disorders (ED) relates with altered functioning of the Autonomic Nervous System (ANS). The lack of agreement in what comes to the direction and significance of such alterations is possibly due to the variability in the ED spectrum. As the stress response system is an integral part of the ANS, we propose to investigate ANS tonic variations and phasic activations in response to stressors. We hypothesize that, while using stress as a test probe, characteristic ANS dysregulations in ED may be found when considering several physiological signals measured over time, and weighted by the individual psychological profiles. In this article we describe a novel methodological approach to investigate this hypothesis with the aim of providing further clarification on the ED spectrum conceptualization. The proposed methodology has been designed to be easily integrated in clinical practice and, eventually, in daily life. The population under observation includes both patients in treatment for ED, and matched controls. The study session has the duration of 1 day, including: (1) the administration of a stress task in a controlled environment and (2) naturalistic data collection. The stress task is designed to elicit both mentally and physically driven ANS activation. The naturalistic component intends to illustrate the psychophysiology in everyday life. We use wearable devices to continuously and non-invasively measure bio-signals related to ANS functioning. This information is complemented with psychometric information from validated stress and ED scales and ecological momentary assessments. The protocol has received ethical approval and has been implemented in practice, currently accounting for 37 patients (out of 120) and 16 controls (out of 60). Ongoing work focus on the definition and implementation of a data processing pipeline to quantitatively test our hypothesis, both standard statistical methods and more exploratory machine learning approaches will be considered.https://www.frontiersin.org/article/10.3389/fnins.2019.00606/fulleating disordersautonomic nervous systempsychometricsecological momentary assessmentwearablesstress |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Neide Simões-Capela Neide Simões-Capela Giuseppina Schiavone Walter De Raedt Elske Vrieze Chris Van Hoof Chris Van Hoof Chris Van Hoof |
spellingShingle |
Neide Simões-Capela Neide Simões-Capela Giuseppina Schiavone Walter De Raedt Elske Vrieze Chris Van Hoof Chris Van Hoof Chris Van Hoof Toward Quantifying the Psychopathology of Eating Disorders From the Autonomic Nervous System Perspective: A Methodological Approach Frontiers in Neuroscience eating disorders autonomic nervous system psychometrics ecological momentary assessment wearables stress |
author_facet |
Neide Simões-Capela Neide Simões-Capela Giuseppina Schiavone Walter De Raedt Elske Vrieze Chris Van Hoof Chris Van Hoof Chris Van Hoof |
author_sort |
Neide Simões-Capela |
title |
Toward Quantifying the Psychopathology of Eating Disorders From the Autonomic Nervous System Perspective: A Methodological Approach |
title_short |
Toward Quantifying the Psychopathology of Eating Disorders From the Autonomic Nervous System Perspective: A Methodological Approach |
title_full |
Toward Quantifying the Psychopathology of Eating Disorders From the Autonomic Nervous System Perspective: A Methodological Approach |
title_fullStr |
Toward Quantifying the Psychopathology of Eating Disorders From the Autonomic Nervous System Perspective: A Methodological Approach |
title_full_unstemmed |
Toward Quantifying the Psychopathology of Eating Disorders From the Autonomic Nervous System Perspective: A Methodological Approach |
title_sort |
toward quantifying the psychopathology of eating disorders from the autonomic nervous system perspective: a methodological approach |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Neuroscience |
issn |
1662-453X |
publishDate |
2019-07-01 |
description |
The phenomenology of Eating Disorders (ED) relates with altered functioning of the Autonomic Nervous System (ANS). The lack of agreement in what comes to the direction and significance of such alterations is possibly due to the variability in the ED spectrum. As the stress response system is an integral part of the ANS, we propose to investigate ANS tonic variations and phasic activations in response to stressors. We hypothesize that, while using stress as a test probe, characteristic ANS dysregulations in ED may be found when considering several physiological signals measured over time, and weighted by the individual psychological profiles. In this article we describe a novel methodological approach to investigate this hypothesis with the aim of providing further clarification on the ED spectrum conceptualization. The proposed methodology has been designed to be easily integrated in clinical practice and, eventually, in daily life. The population under observation includes both patients in treatment for ED, and matched controls. The study session has the duration of 1 day, including: (1) the administration of a stress task in a controlled environment and (2) naturalistic data collection. The stress task is designed to elicit both mentally and physically driven ANS activation. The naturalistic component intends to illustrate the psychophysiology in everyday life. We use wearable devices to continuously and non-invasively measure bio-signals related to ANS functioning. This information is complemented with psychometric information from validated stress and ED scales and ecological momentary assessments. The protocol has received ethical approval and has been implemented in practice, currently accounting for 37 patients (out of 120) and 16 controls (out of 60). Ongoing work focus on the definition and implementation of a data processing pipeline to quantitatively test our hypothesis, both standard statistical methods and more exploratory machine learning approaches will be considered. |
topic |
eating disorders autonomic nervous system psychometrics ecological momentary assessment wearables stress |
url |
https://www.frontiersin.org/article/10.3389/fnins.2019.00606/full |
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