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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Main Authors: Neide Simões-Capela, Giuseppina Schiavone, Walter De Raedt, Elske Vrieze, Chris Van Hoof
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-07-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2019.00606/full
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spelling 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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