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Galazka MA, Thorsson M, Lundin Kleberg J, Hadjikhani N, Åsberg Johnels J. Pupil contagion variation with gaze, arousal, and autistic traits. Sci Rep 2024; 14:18282. [PMID: 39112540 PMCID: PMC11306570 DOI: 10.1038/s41598-024-68670-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 07/26/2024] [Indexed: 08/10/2024] Open
Abstract
Pupillary contagion occurs when one's pupil size unconsciously adapts to the pupil size of an observed individual and is presumed to reflect the transfer of arousal. Importantly, when estimating pupil contagion, low level stimuli properties need to be controlled for, to ensure that observations of pupillary changes are due to internal change in arousal rather than the external differences between stimuli. Here, naturalistic images of children's faces depicting either small or large pupils were presented to a group of children and adolescents with a wide range of autistic traits, a third of whom had been diagnosed with autism. We examined the extent to which pupillary contagion reflects autonomic nervous system reaction through pupil size change, heart rate and skin conductance response. Our second aim was to determine the association between arousal reaction to stimuli and degree of autistic traits. Results show that pupil contagion and concomitant heart rate change, but not skin conductance change, was evident when gaze was restricted to the eye region of face stimuli. A positive association was also observed between pupillary contagion and autistic traits when participants' gaze was constrained to the eye region. Findings add to a broader understanding of the mechanisms underlying pupillary contagion and its association with autism.
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Affiliation(s)
- Martyna A Galazka
- Gillberg Neuropsychiatry Centre, Institute of Neuroscience and Physiology, University of Gothenburg, Gothenburg, Sweden.
- Division of Cognition and Communication, Department of Applied Information Technology, University of Gothenburg, Gothenburg, Sweden.
| | - Max Thorsson
- Gillberg Neuropsychiatry Centre, Institute of Neuroscience and Physiology, University of Gothenburg, Gothenburg, Sweden
| | - Johan Lundin Kleberg
- Department of Psychology, Stockholm University, Stockholm, Sweden
- Department of Clinical Neuroscience, Centre for Psychiatry Research, Karolinska Institute, Stockholm, Sweden
| | - Nouchine Hadjikhani
- Gillberg Neuropsychiatry Centre, Institute of Neuroscience and Physiology, University of Gothenburg, Gothenburg, Sweden
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jakob Åsberg Johnels
- Gillberg Neuropsychiatry Centre, Institute of Neuroscience and Physiology, University of Gothenburg, Gothenburg, Sweden
- Section for Speech and Language Pathology, University of Gothenburg, Gothenburg, Sweden
- Child Neuropsychiatric Clinic, Queen Silvia Children's Hospital, Västra Götalandsregionen, Gothenburg, Sweden
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2
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Beversdorf DQ, Ferguson B, Hunter S, Hirst K, Lolli B, Bellesheim KR, Barton AU, Muckerman J, Takahashi N, Selders K, Holem R, Sohl K, Dyke P, Stichter J, Mazurek M, Kanne S. Randomized controlled trial of propranolol on social communication and anxiety in children and young adults with autism spectrum disorder. Psychopharmacology (Berl) 2024; 241:19-32. [PMID: 38086927 DOI: 10.1007/s00213-023-06452-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 08/18/2023] [Indexed: 01/09/2024]
Abstract
RATIONALE Autism spectrum disorder (ASD) is characterized by impaired social communication and is also frequently characterized by co-occurring anxiety. Propranolol is widely utilized to treat performance and public speaking anxiety. Single-dose psychopharmacological challenge studies suggested benefits using propranolol for verbal tasks and social interaction. OBJECTIVE We conducted a double-blinded, placebo-controlled trial of the β-adrenergic antagonist propranolol in ASD for social interaction, anxiety, and language. METHODS Seventy-four participants with ASD, age 7-24 years, were enrolled and randomized to a 12-week course of propranolol or placebo, with blinded assessments at baseline, 6 weeks, and 12 weeks. The primary outcome was the General Social Outcome Measure-2 (GSOM-2) for social interaction, and secondary outcomes were the Clinician Global Clinical Impression-Improvement (CGI-I) ratings independently conducted for social interaction, anxiety, and language at 6 weeks and 12 weeks. RESULTS Sixty-nine participants completed the 12-week visit. No significant effect of drug was found for the GSOM-2 or the CGI-I for social interaction or language. CGI-I for anxiety showed greater improvement with propranolol at the 12-week time point (p = 0.045, odds ratio = 2.58 (95% CI = 1.02-6.52). Expected decreases in heart rate and blood pressure were observed with propranolol, and side effects were uncommon. CONCLUSIONS Propranolol did not impact social interaction measures or language, but there were indications of a beneficial effect for anxiety. This will need confirmation in a larger multicenter trial, monitoring markers or characteristics to identify those participants most likely to respond to propranolol for anxiety, and determine whether there is a subset of participants that are responsive for other previously reported outcomes.
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Affiliation(s)
- David Q Beversdorf
- Thompson Center for Autism & Neurodevelopmental Disorders, University of Missouri, One Hospital Drive, Columbia, MO, DC069.1065212, USA.
- Departments of Radiology, Neurology, and Psychological Sciences, University of Missouri, Columbia, USA.
- William and Nancy Thompson Endowed Chair in Radiology, University of Missouri, Columbia, USA.
| | - Bradley Ferguson
- Thompson Center for Autism & Neurodevelopmental Disorders, University of Missouri, One Hospital Drive, Columbia, MO, DC069.1065212, USA
- Department of Neurology, University of Missouri, Columbia, USA
| | - Samantha Hunter
- Thompson Center for Autism & Neurodevelopmental Disorders, University of Missouri, One Hospital Drive, Columbia, MO, DC069.1065212, USA
| | - Kathy Hirst
- Thompson Center for Autism & Neurodevelopmental Disorders, University of Missouri, One Hospital Drive, Columbia, MO, DC069.1065212, USA
| | - Bridget Lolli
- Thompson Center for Autism & Neurodevelopmental Disorders, University of Missouri, One Hospital Drive, Columbia, MO, DC069.1065212, USA
| | | | - Amy U Barton
- Northwest Missouri State University, Maryville, USA
| | - Julie Muckerman
- Thompson Center for Autism & Neurodevelopmental Disorders, University of Missouri, One Hospital Drive, Columbia, MO, DC069.1065212, USA
| | - Nicole Takahashi
- Thompson Center for Autism & Neurodevelopmental Disorders, University of Missouri, One Hospital Drive, Columbia, MO, DC069.1065212, USA
| | - Kimberly Selders
- Thompson Center for Autism & Neurodevelopmental Disorders, University of Missouri, One Hospital Drive, Columbia, MO, DC069.1065212, USA
| | - Ryan Holem
- Thompson Center for Autism & Neurodevelopmental Disorders, University of Missouri, One Hospital Drive, Columbia, MO, DC069.1065212, USA
- University of Missouri School of Medicine, Columbia, USA
| | - Kristin Sohl
- Deparment of Child Health, University of Missouri, Columbia, USA
| | - Peter Dyke
- Deparment of Child Health, University of Missouri, Columbia, USA
| | - Janine Stichter
- Department of Special Education, University of Missouri, Columbia, USA
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Beker S, Molholm S. Do we all synch alike? Brain-body-environment interactions in ASD. Front Neural Circuits 2023; 17:1275896. [PMID: 38186630 PMCID: PMC10769494 DOI: 10.3389/fncir.2023.1275896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 11/27/2023] [Indexed: 01/09/2024] Open
Abstract
Autism Spectrum Disorder (ASD) is characterized by rigidity of routines and restricted interests, and atypical social communication and interaction. Recent evidence for altered synchronization of neuro-oscillatory brain activity with regularities in the environment and of altered peripheral nervous system function in ASD present promising novel directions for studying pathophysiology and its relationship to ASD clinical phenotype. Human cognition and action are significantly influenced by physiological rhythmic processes that are generated by both the central nervous system (CNS) and the autonomic nervous system (ANS). Normally, perception occurs in a dynamic context, where brain oscillations and autonomic signals synchronize with external events to optimally receive temporally predictable rhythmic information, leading to improved performance. The recent findings on the time-sensitive coupling between the brain and the periphery in effective perception and successful social interactions in typically developed highlight studying the interactions within the brain-body-environment triad as a critical direction in the study of ASD. Here we offer a novel perspective of autism as a case where the temporal dynamics of brain-body-environment coupling is impaired. We present evidence from the literature to support the idea that in autism the nervous system fails to operate in an adaptive manner to synchronize with temporally predictable events in the environment to optimize perception and behavior. This framework could potentially lead to novel biomarkers of hallmark deficits in ASD such as cognitive rigidity and altered social interaction.
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Affiliation(s)
- Shlomit Beker
- Departments of Pediatrics and Neuroscience, Albert Einstein College of Medicine, Bronx, NY, United States
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Hirst K, Zamzow RM, Stichter JP, Beversdorf DQ. A Pilot Feasibility Study Assessing the Combined Effects of Early Behavioral Intervention and Propranolol on Autism Spectrum Disorder (ASD). CHILDREN (BASEL, SWITZERLAND) 2023; 10:1639. [PMID: 37892301 PMCID: PMC10605265 DOI: 10.3390/children10101639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 09/20/2023] [Accepted: 09/27/2023] [Indexed: 10/29/2023]
Abstract
Autism spectrum disorder (ASD), a neurodevelopmental disorder typified by differences in social communication as well as restricted and repetitive behaviors, is often responsive to early behavioral intervention. However, there is limited information on whether such intervention can be augmented with pharmacological approaches. We conducted a double-blinded, placebo-controlled feasibility trial to examine the effects of the β-adrenergic antagonist propranolol combined with early intensive behavioral intervention (EIBI) for children with ASD. Nine participants with ASD, ages three to ten, undergoing EIBI were enrolled and randomized to a 12-week course of propranolol or placebo. Blinded assessments were conducted at baseline, 6 weeks, and 12 weeks. The primary outcome measures focusing on social interaction were the General Social Outcome Measure-2 (GSOM-2) and Social Responsiveness Scale-Second Edition (SRS-2). Five participants completed the 12-week visit. The sample size was insufficient to evaluate the treatment efficacy. However, side effects were infrequent, and participants were largely able to fully participate in the procedures. Conducting a larger clinical trial to investigate propranolol's effects on core ASD features within the context of behavioral therapy will be beneficial, as this will advance and individualize combined therapeutic approaches to ASD intervention. This initial study helps to understand feasibility constraints on performing such a study.
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Affiliation(s)
- Kathy Hirst
- Thompson Center for Autism and Neurodevelopment, University of Missouri, Columbia, MO 65211, USA; (K.H.); (J.P.S.)
| | - Rachel M. Zamzow
- Interdisciplinary Neuroscience Program, University of Missouri, Columbia, MO 65211, USA;
| | - Janine P. Stichter
- Thompson Center for Autism and Neurodevelopment, University of Missouri, Columbia, MO 65211, USA; (K.H.); (J.P.S.)
| | - David Q. Beversdorf
- Thompson Center for Autism and Neurodevelopment, University of Missouri, Columbia, MO 65211, USA; (K.H.); (J.P.S.)
- Interdisciplinary Neuroscience Program, University of Missouri, Columbia, MO 65211, USA;
- Departments of Radiology, Neurology, and Psychological Sciences, William and Nancy Thompson Endowed Chair in Radiology, University of Missouri, Columbia, MO 65211, USA
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5
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Tilwani D, Bradshaw J, Sheth A, O’Reilly C. ECG Recordings as Predictors of Very Early Autism Likelihood: A Machine Learning Approach. Bioengineering (Basel) 2023; 10:827. [PMID: 37508854 PMCID: PMC10376813 DOI: 10.3390/bioengineering10070827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 06/22/2023] [Accepted: 07/05/2023] [Indexed: 07/30/2023] Open
Abstract
In recent years, there has been a rise in the prevalence of autism spectrum disorder (ASD). The diagnosis of ASD requires behavioral observation and standardized testing completed by highly trained experts. Early intervention for ASD can begin as early as 1-2 years of age, but ASD diagnoses are not typically made until ages 2-5 years, thus delaying the start of intervention. There is an urgent need for non-invasive biomarkers to detect ASD in infancy. While previous research using physiological recordings has focused on brain-based biomarkers of ASD, this study investigated the potential of electrocardiogram (ECG) recordings as an ASD biomarker in 3-6-month-old infants. We recorded the heart activity of infants at typical and elevated familial likelihood for ASD during naturalistic interactions with objects and caregivers. After obtaining the ECG signals, features such as heart rate variability (HRV) and sympathetic and parasympathetic activities were extracted. Then we evaluated the effectiveness of multiple machine learning classifiers for classifying ASD likelihood. Our findings support our hypothesis that infant ECG signals contain important information about ASD familial likelihood. Amongthe various machine learning algorithms tested, KNN performed best according to sensitivity (0.70 ± 0.117), F1-score (0.689 ± 0.124), precision (0.717 ± 0.128), accuracy (0.70 ± 0.117, p-value = 0.02), and ROC (0.686 ± 0.122, p-value = 0.06). These results suggest that ECG signals contain relevant information about the likelihood of an infant developing ASD. Future studies should consider the potential of information contained in ECG, and other indices of autonomic control, for the development of biomarkers of ASD in infancy.
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Affiliation(s)
- Deepa Tilwani
- Artificial Intelligence Institute, University of South Carolina, Columbia, SC 29208, USA; (A.S.); (C.O.)
- Department of Computer Science and Engineering, University of South Carolina, Columbia, SC 29208, USA
- Carolina Autism and Neurodevelopment Research Center, University of South Carolina, Columbia, SC 29208, USA;
- Institute for Mind and Brain, University of South Carolina, Columbia, SC 29208, USA
| | - Jessica Bradshaw
- Carolina Autism and Neurodevelopment Research Center, University of South Carolina, Columbia, SC 29208, USA;
- Institute for Mind and Brain, University of South Carolina, Columbia, SC 29208, USA
- Department of Psychology, University of South Carolina, Columbia, SC 29208, USA
| | - Amit Sheth
- Artificial Intelligence Institute, University of South Carolina, Columbia, SC 29208, USA; (A.S.); (C.O.)
- Department of Computer Science and Engineering, University of South Carolina, Columbia, SC 29208, USA
| | - Christian O’Reilly
- Artificial Intelligence Institute, University of South Carolina, Columbia, SC 29208, USA; (A.S.); (C.O.)
- Department of Computer Science and Engineering, University of South Carolina, Columbia, SC 29208, USA
- Carolina Autism and Neurodevelopment Research Center, University of South Carolina, Columbia, SC 29208, USA;
- Institute for Mind and Brain, University of South Carolina, Columbia, SC 29208, USA
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DiCriscio AS, Wain KE, Smith J, Beiler D, Walsh LK, Holdren K, Troiani V. Higher scores on autonomic symptom scales in pediatric patients with neurodevelopmental disorders of known genetic etiology. Brain Behav 2022; 12:e2813. [PMID: 36423250 PMCID: PMC9759134 DOI: 10.1002/brb3.2813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 10/03/2022] [Accepted: 10/18/2022] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION Features of underlying autonomic dysfunction, including sleep disturbances, gastrointestinal problems, and atypical heart rate, have been reported in neurodevelopmental conditions, including autism spectrum disorder (ASD). The current cross-sectional, between-groups study aimed to quantify symptoms of autonomic dysfunction in a neurodevelopmental pediatric cohort characterized by clinical diagnoses as well as genetic etiology. METHOD The Pediatric Autonomic Symptom Scales (PASS) questionnaire was used to assess autonomic features across a group of patients with clinical neurodevelopmental diagnoses (NPD; N = 90) and genetic etiologies. Patients were subdivided based on either having a clinical ASD diagnosis (NPD-ASD; n = 37) or other non-ASD neurodevelopmental diagnoses, such as intellectual disability without ASD, speech and language disorders, and/or attention deficit hyperactivity disorder (NPD-OTHER; n = 53). Analyses focused on characterizing differences between the NPD group compared to previously published reference samples, as well as differences between the two NPD subgroups (NPD-ASD and NPD-OTHER). RESULTS Our results indicate higher PASS scores in our NPD cohort relative to children with and without ASD from a previously published cohort. However, we did not identify significant group differences between our NPD-ASD and NPD-OTHER subgroups. Furthermore, we find a significant relationship between quantitative ASD traits and symptoms of autonomic function. CONCLUSION This work demonstrates the utility of capturing quantitative estimates of autonomic trait dimensions that may be significantly linked with psychosocial impairments and other core clinical features of ASD.
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Affiliation(s)
- Antoinette S DiCriscio
- Geisinger Health System, Autism & Developmental Medicine Institute (ADMI), Lewisburg, Pennsylvania, USA
| | - K E Wain
- Geisinger Health System, Autism & Developmental Medicine Institute (ADMI), Lewisburg, Pennsylvania, USA
| | - J Smith
- Geisinger Health System, Autism & Developmental Medicine Institute (ADMI), Lewisburg, Pennsylvania, USA
| | - D Beiler
- Geisinger Health System, Autism & Developmental Medicine Institute (ADMI), Lewisburg, Pennsylvania, USA
| | - L K Walsh
- Geisinger Health System, Autism & Developmental Medicine Institute (ADMI), Lewisburg, Pennsylvania, USA
| | - K Holdren
- Geisinger Health System, Autism & Developmental Medicine Institute (ADMI), Lewisburg, Pennsylvania, USA
| | - Vanessa Troiani
- Geisinger Health System, Autism & Developmental Medicine Institute (ADMI), Lewisburg, Pennsylvania, USA.,Department of Imaging Science and Innovation, Center for Health Research, Geisinger, Danville, Pennsylvania, USA.,Neuroscience Institute, Geisinger, Danville, Pennsylvania, USA.,Department of Basic Sciences, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
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Massimello F, Billeci L, Canu A, Montt-Guevara MM, Impastato G, Varanini M, Giannini A, Simoncini T, Mannella P. Music Modulates Autonomic Nervous System Activity in Human Fetuses. Front Med (Lausanne) 2022; 9:857591. [PMID: 35492323 PMCID: PMC9046697 DOI: 10.3389/fmed.2022.857591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 03/30/2022] [Indexed: 11/13/2022] Open
Abstract
Context Fetal Autonomic Nervous sysTem Evaluation (FANTE) is a non-invasive tool that evaluates the autonomic nervous system activity in a fetus. Autonomic nervous system maturation and development during prenatal life are pivotal for the survival and neuropsychiatric development of the baby. Objective Aim of the study is to evaluate the effect of music stimulation on fetal heart rate and specific parameters linked to ANS activity, in particular fetal heart rate variability. Methods Thirty-two women between the 32nd and 38th week with a singleton uncomplicated pregnancy were recruited. All FANTE data collections were acquired using a 10-derivation electrocardiograph placed on the maternal abdomen. In each session (5 min basal, 10 min with music stimulus, and 5 min post-stimulus), FANTE was registered. The music stimulus was "Clair de lune" Debussy, played through headphones on the mother's abdomen (CTR: 31927). Results Music does not change the mean value of fetal heart rate. However, indices of total fetal heart rate variability statistically increase (RRsd p = 0.037, ANNsd p = 0.039, SD2 p = 0.019) during music stimulation in comparison to the basal phase. Heart rate variability increase depends mainly on the activation of parasympathetic branches (CVI p = 0.013), meanwhile, no significant changes from basal to stimulation phase were observed for indices of sympathetic activity. All the parameters of heart rate variability and parasympathetic activity remained activated in the post-stimulus phase compared to the stimulus phase. In the post-stimulus phase, sympathetic activity resulted in a significant reduction (LFn p = 0.037). Conclusion Music can influence the basal activity of the fetal autonomic nervous system, enhancing heart rate variability, without changing fetal heart rate mean value. Music is enabled to induce a relaxation state in a near-to-term fetus, mediated by parasympathetic activation and by a parallel sympathetic inhibition.
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Affiliation(s)
- Francesca Massimello
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Lucia Billeci
- Institute of Clinical Physiology, National Research Council of Italy (CNR-IFC), Pisa, Italy
| | - Alessio Canu
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | | | - Gaia Impastato
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Maurizio Varanini
- Institute of Clinical Physiology, National Research Council of Italy (CNR-IFC), Pisa, Italy
| | - Andrea Giannini
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Tommaso Simoncini
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Paolo Mannella
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
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Huhn S, Axt M, Gunga HC, Maggioni MA, Munga S, Obor D, Sié A, Boudo V, Bunker A, Sauerborn R, Bärnighausen T, Barteit S. The Impact of Wearable Technologies in Health Research: Scoping Review. JMIR Mhealth Uhealth 2022; 10:e34384. [PMID: 35076409 PMCID: PMC8826148 DOI: 10.2196/34384] [Citation(s) in RCA: 67] [Impact Index Per Article: 33.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 11/23/2021] [Accepted: 12/17/2021] [Indexed: 12/23/2022] Open
Abstract
Background Wearable devices hold great promise, particularly for data generation for cutting-edge health research, and their demand has risen substantially in recent years. However, there is a shortage of aggregated insights into how wearables have been used in health research. Objective In this review, we aim to broadly overview and categorize the current research conducted with affordable wearable devices for health research. Methods We performed a scoping review to understand the use of affordable, consumer-grade wearables for health research from a population health perspective using the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) framework. A total of 7499 articles were found in 4 medical databases (PubMed, Ovid, Web of Science, and CINAHL). Studies were eligible if they used noninvasive wearables: worn on the wrist, arm, hip, and chest; measured vital signs; and analyzed the collected data quantitatively. We excluded studies that did not use wearables for outcome assessment and prototype studies, devices that cost >€500 (US $570), or obtrusive smart clothing. Results We included 179 studies using 189 wearable devices covering 10,835,733 participants. Most studies were observational (128/179, 71.5%), conducted in 2020 (56/179, 31.3%) and in North America (94/179, 52.5%), and 93% (10,104,217/10,835,733) of the participants were part of global health studies. The most popular wearables were fitness trackers (86/189, 45.5%) and accelerometer wearables, which primarily measure movement (49/189, 25.9%). Typical measurements included steps (95/179, 53.1%), heart rate (HR; 55/179, 30.7%), and sleep duration (51/179, 28.5%). Other devices measured blood pressure (3/179, 1.7%), skin temperature (3/179, 1.7%), oximetry (3/179, 1.7%), or respiratory rate (2/179, 1.1%). The wearables were mostly worn on the wrist (138/189, 73%) and cost <€200 (US $228; 120/189, 63.5%). The aims and approaches of all 179 studies revealed six prominent uses for wearables, comprising correlations—wearable and other physiological data (40/179, 22.3%), method evaluations (with subgroups; 40/179, 22.3%), population-based research (31/179, 17.3%), experimental outcome assessment (30/179, 16.8%), prognostic forecasting (28/179, 15.6%), and explorative analysis of big data sets (10/179, 5.6%). The most frequent strengths of affordable wearables were validation, accuracy, and clinical certification (104/179, 58.1%). Conclusions Wearables showed an increasingly diverse field of application such as COVID-19 prediction, fertility tracking, heat-related illness, drug effects, and psychological interventions; they also included underrepresented populations, such as individuals with rare diseases. There is a lack of research on wearable devices in low-resource contexts. Fueled by the COVID-19 pandemic, we see a shift toward more large-sized, web-based studies where wearables increased insights into the developing pandemic, including forecasting models and the effects of the pandemic. Some studies have indicated that big data extracted from wearables may potentially transform the understanding of population health dynamics and the ability to forecast health trends.
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Affiliation(s)
- Sophie Huhn
- Heidelberg Institute of Global Health, Heidelberg University Hospital, Heidelberg University, Heidelberg, Germany
| | - Miriam Axt
- Heidelberg Institute of Global Health, Heidelberg University Hospital, Heidelberg University, Heidelberg, Germany
| | - Hanns-Christian Gunga
- Charité - Universitätsmedizin Berlin, Institute of Physiology, Center for Space Medicine and Extreme Environment, Berlin, Germany
| | - Martina Anna Maggioni
- Charité - Universitätsmedizin Berlin, Institute of Physiology, Center for Space Medicine and Extreme Environment, Berlin, Germany.,Department of Biomedical Sciences for Health, Università degli Studi di Milano, Milano, Italy
| | | | - David Obor
- Kenya Medical Research Institute, Kisumu, Kenya
| | - Ali Sié
- Heidelberg Institute of Global Health, Heidelberg University Hospital, Heidelberg University, Heidelberg, Germany.,Centre de Recherche en Santé Nouna, Nouna, Burkina Faso
| | | | - Aditi Bunker
- Heidelberg Institute of Global Health, Heidelberg University Hospital, Heidelberg University, Heidelberg, Germany
| | - Rainer Sauerborn
- Heidelberg Institute of Global Health, Heidelberg University Hospital, Heidelberg University, Heidelberg, Germany
| | - Till Bärnighausen
- Heidelberg Institute of Global Health, Heidelberg University Hospital, Heidelberg University, Heidelberg, Germany.,Harvard Center for Population and Development Studies, Cambridge, MA, United States.,Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Sandra Barteit
- Heidelberg Institute of Global Health, Heidelberg University Hospital, Heidelberg University, Heidelberg, Germany
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Autism risk in neonatal intensive care unit patients associated with novel heart rate patterns. Pediatr Res 2021; 90:1186-1192. [PMID: 33603208 PMCID: PMC8371053 DOI: 10.1038/s41390-021-01381-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 12/30/2020] [Accepted: 12/31/2020] [Indexed: 12/01/2022]
Abstract
BACKGROUND Neonatal intensive care unit (NICU) patients are at increased risk for autism spectrum disorder (ASD). Autonomic nervous system aberrancy has been described in children with ASD, and we aimed to identify heart rate (HR) patterns in NICU patients associated with eventual ASD diagnosis. METHODS This retrospective cohort study included NICU patients from 2009 to 2016 with archived HR data and follow-up beyond age 3 years. Medical records provided clinical variables and ASD diagnosis. HR data were compared in infants with and without ASD. RESULTS Of the 2371 patients, 88 had ASD, and 689,016 h of data were analyzed. HR skewness (HRskw) was significantly different between ASD and control infants. Preterm infants at early postmenstrual ages (PMAs) had negative HRskw reflecting decelerations, which increased with maturation. From 34 to 42 weeks PMA, positive HRskw toward accelerations was higher in males with ASD. In 931 males with at least 4 days of HR data, overall ASD prevalence was 5%, whereas 11% in the top 5th HRskw percentile had ASD. CONCLUSION High HRskw in NICU males, perhaps representing autonomic imbalance, was associated with increased ASD risk. Further study is needed to determine whether HR analysis identifies highest-risk infants who might benefit from earlier screening and therapies. IMPACT In a large retrospective single-center cohort of NICU patients, we found that high positive skewness of heart rate toward more accelerations was significantly associated with increased risk of eventual autism spectrum disorder diagnosis in male infants but not in females. Existing literature describes differences in heart rate characteristics in children, adolescents, and adults with autism spectrum disorders, but the finding from our study in NICU infants is novel. Heart rate analysis during the NICU stay might identify, among an inherently high-risk population, those infants with especially high risk of ASD who might benefit from earlier screening and therapies.
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10
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Welch V, Wy TJ, Ligezka A, Hassett LC, Croarkin PE, Athreya AP, Romanowicz M. The Use of Mobile and Wearable Artificial Intelligence in Child and Adolescent Psychiatry – A Scoping Review (Preprint). J Med Internet Res 2021; 24:e33560. [PMID: 35285812 PMCID: PMC8961347 DOI: 10.2196/33560] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 01/13/2022] [Accepted: 01/26/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Victoria Welch
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, United States
| | - Tom Joshua Wy
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Anna Ligezka
- Department of Clinical Genomics, Mayo Clinic, Rochester, MN, United States
| | - Leslie C Hassett
- Mayo Clinic Libraries, Mayo Clinic, Rochester, MN, United States
| | - Paul E Croarkin
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Arjun P Athreya
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, United States
| | - Magdalena Romanowicz
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
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11
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Stasolla F. Virtual Reality and Wearable Technologies to Support Adaptive Responding of Children and Adolescents With Neurodevelopmental Disorders: A Critical Comment and New Perspectives. Front Psychol 2021; 12:720626. [PMID: 34322073 PMCID: PMC8311117 DOI: 10.3389/fpsyg.2021.720626] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 06/18/2021] [Indexed: 12/16/2022] Open
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12
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Arora I, Bellato A, Ropar D, Hollis C, Groom MJ. Is autonomic function during resting-state atypical in Autism: A systematic review of evidence. Neurosci Biobehav Rev 2021; 125:417-441. [PMID: 33662443 DOI: 10.1016/j.neubiorev.2021.02.041] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 02/15/2021] [Accepted: 02/23/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Theories of differences in resting-state arousal in autistic individuals are influential. Differences in arousal during resting-state would impact engagement and adaptation to the environment, having a cascading effect on development of attentional and social skills. OBJECTIVES We systematically evaluated the evidence for differences in measures of autonomic arousal (heart rate, pupillometry or electrodermal activity) during resting-state in autistic individuals; to understand whether certain contextual or methodological factors impact reports of such differences. DATA SOURCES We searched PsycInfo, MEDLINE and EMBASE databases for papers published until 16th May 2019. Of 1207 titles initially identified, 60 met inclusion criteria. RESULTS AND CONCLUSIONS Of the 51 studies that investigated group differences between neurotypical and autistic participants, 60.8 % found evidence of group differences. While findings of hyperarousal were more common, particularly using indices of parasympathetic function, findings of hypo-arousal and autonomic dysregulation were also consistently present. Importantly, experimental context played a role in revealing such differences. The evidence is discussed with regard to important methodological factors and implications for future research are described.
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Affiliation(s)
- Iti Arora
- Division of Psychiatry and Applied Psychology, School of Medicine, University of Nottingham, Institute of Mental Health, Innovation Park, Triumph Road, Nottingham, NG7 2TU, United Kingdom.
| | - Alessio Bellato
- Division of Psychiatry and Applied Psychology, School of Medicine, University of Nottingham, Institute of Mental Health, Innovation Park, Triumph Road, Nottingham, NG7 2TU, United Kingdom.
| | - Danielle Ropar
- School of Psychology, University of Nottingham, University Park, Nottingham, NG7 2RD, United Kingdom.
| | - Chris Hollis
- Division of Psychiatry and Applied Psychology, School of Medicine, University of Nottingham, Institute of Mental Health, Innovation Park, Triumph Road, Nottingham, NG7 2TU, United Kingdom; NIHR MindTech Healthcare Technology Co-operative, Institute of Mental Health, University of Nottingham, Nottingham, NG7 2TU, United Kingdom; NIHR Nottingham Biomedical Research Centre, Institute of Mental Health, Innovation Park, Triumph Road, Nottingham, NG7 2TU, United Kingdom.
| | - Madeleine J Groom
- Division of Psychiatry and Applied Psychology, School of Medicine, University of Nottingham, Institute of Mental Health, Innovation Park, Triumph Road, Nottingham, NG7 2TU, United Kingdom.
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13
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Frasch MG, Shen C, Wu HT, Mueller A, Neuhaus E, Bernier RA, Kamara D, Beauchaine TP. Brief Report: Can a Composite Heart Rate Variability Biomarker Shed New Insights About Autism Spectrum Disorder in School-Aged Children? J Autism Dev Disord 2021; 51:346-356. [PMID: 32449059 DOI: 10.1007/s10803-020-04467-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Several studies show altered heart rate variability (HRV) in autism spectrum disorder (ASD), but findings are neither universal nor specific to ASD. We apply a set of linear and nonlinear HRV measures-including phase rectified signal averaging-to segments of resting ECG data collected from school-age children with ASD, age-matched typically developing controls, and children with other psychiatric conditions characterized by altered HRV (conduct disorder, depression). We use machine learning to identify time, frequency, and geometric signal-analytical domains that are specific to ASD (receiver operating curve area = 0.89). This is the first study to differentiate children with ASD from other disorders characterized by altered HRV. Despite a small cohort and lack of external validation, results warrant larger prospective studies.
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Affiliation(s)
- Martin G Frasch
- Department of Obstetrics and Gynecology, University of Washington, Seattle, WA, USA
- Center on Human Development and Disability, University of Washington, Seattle, WA, USA
| | - Chao Shen
- Department of Mathematics, Duke University, Durham, NC, USA
| | - Hau-Tieng Wu
- Department of Mathematics, Duke University, Durham, NC, USA
- Department of Statistical Science, Duke University, Durham, NC, USA
| | - Alexander Mueller
- Innere Medizin 1, Department of Cardiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Emily Neuhaus
- Seattle Children's Research Institute, Center for Child Health, Behavior, and Development, Seattle, WA, USA.
- Seattle Children's Autism Center, Seattle, WA, USA.
| | - Raphael A Bernier
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Dana Kamara
- Department of Psychology, The Ohio State University, Columbus, OH, USA
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14
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Lory C, Kadlaskar G, McNally Keehn R, Francis AL, Keehn B. Brief Report: Reduced Heart Rate Variability in Children with Autism Spectrum Disorder. J Autism Dev Disord 2020; 50:4183-4190. [PMID: 32219633 DOI: 10.1007/s10803-020-04458-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Dysregulation of the autonomic nervous system (ANS), which can be indexed by heart rate variability (HRV), has been posited to contribute to core features of autism spectrum disorder (ASD). However, the relationship between ASD and HRV remains uncertain. We assessed tonic and phasic HRV of 21 children with ASD and 21 age- and IQ-matched typically developing (TD) children and examined (1) group differences in HRV and (2) associations between HRV and ASD symptomatology. Children with ASD showed significantly lower tonic HRV, but similar phasic HRV compared to TD children. Additionally, reduced tonic HRV was associated with atypical attentional responsivity in ASD. Our findings suggest ANS dysregulation is present in ASD and may contribute to atypical attentional responses to sensory stimulation.
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Affiliation(s)
- Catharine Lory
- Department of Educational Studies, Purdue University, 100 N University Street, West Lafayette, IN, 47907, USA.
| | - Girija Kadlaskar
- Department of Speech, Language, and Hearing Sciences, Purdue University, West Lafayette, IN, USA
| | - Rebecca McNally Keehn
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Alexander L Francis
- Department of Speech, Language, and Hearing Sciences, Purdue University, West Lafayette, IN, USA
| | - Brandon Keehn
- Department of Speech, Language, and Hearing Sciences, Purdue University, West Lafayette, IN, USA.,Department of Psychological Sciences, Purdue University, West Lafayette, IN, USA
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15
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Heart rate variability in individuals with autism spectrum disorders: A meta-analysis. Neurosci Biobehav Rev 2020; 118:463-471. [DOI: 10.1016/j.neubiorev.2020.08.007] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 05/12/2020] [Accepted: 08/10/2020] [Indexed: 01/11/2023]
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16
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How to Use Heart Rate Variability: Quantification of Vagal Activity in Toddlers and Adults in Long-Term ECG. SENSORS 2020; 20:s20205959. [PMID: 33096844 PMCID: PMC7589813 DOI: 10.3390/s20205959] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 10/04/2020] [Accepted: 10/19/2020] [Indexed: 11/16/2022]
Abstract
Recent developments in noninvasive electrocardiogram (ECG) monitoring with small, wearable sensors open the opportunity to record high-quality ECG over many hours in an easy and non-burdening way. However, while their recording has been tremendously simplified, the interpretation of heart rate variability (HRV) data is a more delicate matter. The aim of this paper is to supply detailed methodological discussion and new data material in order to provide a helpful notice of HRV monitoring issues depending on recording conditions and study populations. Special consideration is given to the monitoring over long periods, across periods with different levels of activity, and in adults versus children. Specifically, the paper aims at making users aware of neglected methodological limitations and at providing substantiated recommendations for the selection of appropriate HRV variables and their interpretation. To this end, 30-h HRV data of 48 healthy adults (18–40 years) and 47 healthy toddlers (16–37 months) were analyzed in detail. Time-domain, frequency-domain, and nonlinear HRV variables were calculated after strict signal preprocessing, using six different high-frequency band definitions including frequency bands dynamically adjusted for the individual respiration rate. The major conclusion of the in-depth analyses is that for most applications that implicate long-term monitoring across varying circumstances and activity levels in healthy individuals, the time-domain variables are adequate to gain an impression of an individual’s HRV and, thus, the dynamic adaptation of an organism’s behavior in response to the ever-changing demands of daily life. The sound selection and interpretation of frequency-domain variables requires considerably more consideration of physiological and mathematical principles. For those who prefer using frequency-domain variables, the paper provides detailed guidance and recommendations for the definition of appropriate frequency bands in compliance with their specific recording conditions and study populations.
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17
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Beversdorf DQ. The Role of the Noradrenergic System in Autism Spectrum Disorders, Implications for Treatment. Semin Pediatr Neurol 2020; 35:100834. [PMID: 32892961 PMCID: PMC7477304 DOI: 10.1016/j.spen.2020.100834] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Autism spectrum disorder (ASD) is frequently associated with anxiety and hyperarousal. While the pathological changes in the noradrenergic system in ASD are not entirely clear, a number of functional indices of the sympathetic/parasympathetic balance are altered in individuals with ASD, often with a high degree of inter-individual variability. The neuropsychopharmacological effects of α2 agonists and β-adrenergic antagonists make agents targeting these receptors of particular interest. α2 agonists have shown beneficial effects for attention deficit hyperactivity disorder (ADHD) and in other domains in individuals with ASD, but effects on core ASD symptoms are less clear. Case series and single dose psychopharmacological challenges suggest that treatment with β-adrenergic antagonists has beneficial effects on language and social domains. Additionally, psychophysiological markers and premorbid anxiety may predict response to these medications. As a result, β-adrenergic antagonists are currently being utilized in a clinical trial for improving core symptoms as well as anxiety in individuals with ASD.
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Affiliation(s)
- David Q Beversdorf
- Departments of Radiology, Neurology, and Psychological Sciences, and the Thompson Center for Autism and Neurodevelopmental Disorders, University of Missouri-Columbia, Columbia, MO, William and Nancy Thompson Endowed Chair in Radiology..
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18
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Gomez IN, Flores JG. Diverse Patterns of Autonomic Nervous System Response to Sensory Stimuli Among Children with Autism. CURRENT DEVELOPMENTAL DISORDERS REPORTS 2020. [DOI: 10.1007/s40474-020-00210-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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19
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Haigh SM, Endevelt-Shapira Y, Behrmann M. Trial-to-Trial Variability in Electrodermal Activity to Odor in Autism. Autism Res 2020; 13:2083-2093. [PMID: 32860323 DOI: 10.1002/aur.2377] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 07/23/2020] [Accepted: 07/27/2020] [Indexed: 01/09/2023]
Abstract
Abnormal trial-to-trial variability (TTV) has been identified as a key feature of neural processing that is related to increased symptom severity in autism. The majority of studies evaluating TTV have focused on cortical processing. However, identifying whether similar atypicalities are evident in the peripheral nervous system will help isolate perturbed mechanisms in autism. The current study focuses on TTV in responses from the peripheral nervous system, specifically from electrodermal activity (EDA). We analyzed previously collected EDA data from 17 adults with autism and 19 neurotypical controls who viewed faces while being simultaneously exposed to fear (fear-induced sweat) and neutral odors. Average EDA peaks were significantly smaller and TTV was reduced in the autism group compared to controls, particularly during the fear odor condition. Amplitude and TTV were positively correlated in both groups, but the relationship was stronger in the control group. In addition, TTV was reduced in those with higher Autism Quotient scores but only for the individuals with autism. These findings confirm the existing results that atypical TTV is a key feature of autism and that it reflects symptom severity, although the smaller TTV in EDA contrasts with the previous findings of greater TTV in cortical responses. Identifying the relationship between cortical and peripheral TTV in autism is key for furthering our understanding of autism physiology. LAY SUMMARY: We compared the changes in electrodermal activity (EDA) to emotional faces over the course of repeated faces in adults with autism and their matched controls. The faces were accompanied by smelling fear-inducing odors. We found smaller and less variable responses to the faces in autism when smelling fear odors, suggesting that the peripheral nervous system may be more rigid. These findings were exaggerated in those who had more severe autism-related symptoms.
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Affiliation(s)
- Sarah M Haigh
- Department of Psychology and Center for Integrative Neuroscience, University of Nevada, Reno, Nevada, USA
| | | | - Marlene Behrmann
- Department of Psychology and Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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20
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Narzisi A, Bondioli M, Pardossi F, Billeci L, Buzzi MC, Buzzi M, Pinzino M, Senette C, Semucci V, Tonacci A, Uscidda F, Vagelli B, Giuca MR, Pelagatti S. "Mom Let's Go to the Dentist!" Preliminary Feasibility of a Tailored Dental Intervention for Children with Autism Spectrum Disorder in the Italian Public Health Service. Brain Sci 2020; 10:E444. [PMID: 32664704 PMCID: PMC7407905 DOI: 10.3390/brainsci10070444] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 07/06/2020] [Accepted: 07/10/2020] [Indexed: 12/20/2022] Open
Abstract
Children with autism spectrum disorder (ASD) show worse oral health than their peers. Their access to health services is, at present, inadequate: few high-quality interventions have been designed and implemented to improve their care procedures so far. The purpose of this study is to describe an experience of dental care supported by Information and Communication Technologies (ICT), for children with ASD in a public health service. In our study, 59 children (mean age 9.9 years; SD = 5.43) participated in the MyDentist project. It integrates classic dental care techniques with new practices for desensitization and fear control, delivered through an enhanced customized ICT-based intervention aiming at familiarizing the child with ASD with the medical setting and procedures. Two questionnaires were filled out by parents to describe the acceptability of the MyDentist experience for their children. Significant results were shown from T0 (before initiating MyDentist) to T1 (after 6 months of the MyDentist experience) regarding improved oral hygiene and cooperation during dental treatments. Families positively assessed the use of ICT support. In conclusion, the project demonstrated acceptability by parents, suggesting that public health dental care and prevention can be successfully implemented without resorting to costly pharmacological interventions (with potential side effects), taking better care of children's health.
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Affiliation(s)
- Antonio Narzisi
- IRCCS Stella Maris Foundation, 56018 Pisa (Calambrone), Italy;
| | - Mariasole Bondioli
- Department of Informatics, University of Pisa, 56127 Pisa, Italy; (M.B.); (F.U.)
| | - Francesca Pardossi
- Unit of Odontostomatology and Oral Surgery, University Hospital of Pisa, 56126 Pisa Italy; (F.P.); (M.R.G.)
| | - Lucia Billeci
- Institute of Clinical Physiology, National Research Council of Italy, (IFC-CNR), 56124 Pisa, Italy; (L.B.); (A.T.)
| | - Maria Claudia Buzzi
- Institute of Informatics and Telematics, National Research Council of Italy, (IIT-CNR), 56125 Pisa, Italy; (M.C.B.); (M.B.); (C.S.)
| | - Marina Buzzi
- Institute of Informatics and Telematics, National Research Council of Italy, (IIT-CNR), 56125 Pisa, Italy; (M.C.B.); (M.B.); (C.S.)
| | - Martina Pinzino
- Institute of Neuroscience, National Research Council of Italy of Italy, (IN-CNR), 56125 Pisa, Italy;
| | - Caterina Senette
- Institute of Informatics and Telematics, National Research Council of Italy, (IIT-CNR), 56125 Pisa, Italy; (M.C.B.); (M.B.); (C.S.)
| | - Valentina Semucci
- UFSMIA, Zona Livorno, Azienda USL Toscana Nord Ovest, 57124 Livorno, Italy;
| | - Alessandro Tonacci
- Institute of Clinical Physiology, National Research Council of Italy, (IFC-CNR), 56124 Pisa, Italy; (L.B.); (A.T.)
| | - Fabio Uscidda
- Department of Informatics, University of Pisa, 56127 Pisa, Italy; (M.B.); (F.U.)
| | - Benedetta Vagelli
- UFSMIA, Zona Pisana, Azienda USL Toscana Nord Ovest, 56121 Pisa, Italy;
| | - Maria Rita Giuca
- Unit of Odontostomatology and Oral Surgery, University Hospital of Pisa, 56126 Pisa Italy; (F.P.); (M.R.G.)
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, 56126 Pisa, Italy
| | - Susanna Pelagatti
- Department of Informatics, University of Pisa, 56127 Pisa, Italy; (M.B.); (F.U.)
- Autismo Pisa APS, Autism Parents Association, 56100 Pisa, Italy
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21
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Black MH, Milbourn B, Chen NTM, McGarry S, Wali F, Ho ASV, Lee M, Bölte S, Falkmer T, Girdler S. The use of wearable technology to measure and support abilities, disabilities and functional skills in autistic youth: a scoping review. Scand J Child Adolesc Psychiatr Psychol 2020; 8:48-69. [PMID: 33520778 PMCID: PMC7685500 DOI: 10.21307/sjcapp-2020-006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
Background: Wearable technology (WT) to measure and support social and non-social functioning in Autism Spectrum Disorder (ASD) has been a growing interest of researchers over the past decade. There is however limited understanding of the WTs currently available for autistic individuals, and how they measure functioning in this population. Objective: This scoping review explored the use of WTs for measuring and supporting abilities, disabilities and functional skills in autistic youth. Method: Four electronic databases were searched to identify literature investigating the use of WT in autistic youth, resulting in a total of 33 studies being reviewed. Descriptive and content analysis was conducted, with studies subsequently mapped to the ASD International Classification of Functioning, Disability and Health Core-sets and the ICF Child and Youth Version (ICF-CY). Results: Studies were predominately pilot studies for novel devices. WTs measured a range of physiological and behavioural functions to objectively measure stereotypical motor movements, social function, communication, and emotion regulation in autistic youth in the context of a range of environments and activities. Conclusions: While this review raises promising prospects for the use of WTs for autistic youth, the current evidence is limited and requires further investigation.
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Affiliation(s)
- Melissa H Black
- School of Occupational Therapy, Social Work and Speech Pathology, Curtin University, Perth, Western Australia.,Curtin Autism Research Group, Curtin University, Perth, Western Australia
| | - Benjamin Milbourn
- School of Occupational Therapy, Social Work and Speech Pathology, Curtin University, Perth, Western Australia.,Curtin Autism Research Group, Curtin University, Perth, Western Australia
| | - Nigel T M Chen
- School of Occupational Therapy, Social Work and Speech Pathology, Curtin University, Perth, Western Australia.,Curtin Autism Research Group, Curtin University, Perth, Western Australia
| | - Sarah McGarry
- School of Occupational Therapy, Social Work and Speech Pathology, Curtin University, Perth, Western Australia
| | - Fatema Wali
- School of Occupational Therapy, Social Work and Speech Pathology, Curtin University, Perth, Western Australia
| | - Armilda S V Ho
- School of Occupational Therapy, Social Work and Speech Pathology, Curtin University, Perth, Western Australia
| | - Mika Lee
- School of Occupational Therapy, Social Work and Speech Pathology, Curtin University, Perth, Western Australia
| | - Sven Bölte
- School of Occupational Therapy, Social Work and Speech Pathology, Curtin University, Perth, Western Australia.,Curtin Autism Research Group, Curtin University, Perth, Western Australia.,Center of Neurodevelopmental Disorders (KIND), Centre for Psychiatry Research; Dep. of Women's and Children's Health, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden.,Child and Adolescent Psychiatry, Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
| | - Torbjorn Falkmer
- School of Occupational Therapy, Social Work and Speech Pathology, Curtin University, Perth, Western Australia.,Curtin Autism Research Group, Curtin University, Perth, Western Australia.,Pain and Rehabilitation Centre, Dep. of Medical and Health Sciences, Linkoping University, Linkoping, Sweden
| | - Sonya Girdler
- School of Occupational Therapy, Social Work and Speech Pathology, Curtin University, Perth, Western Australia.,Curtin Autism Research Group, Curtin University, Perth, Western Australia
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22
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Doyle FL, Mendoza Diaz A, Eapen V, Frick PJ, Kimonis ER, Hawes DJ, Moul C, Richmond JL, Mehta D, Sareen S, Morgan BG, Dadds MR. Mapping the Specific Pathways to Early-Onset Mental Health Disorders: The "Watch Me Grow for REAL" Study Protocol. Front Psychiatry 2020; 11:553. [PMID: 32636770 PMCID: PMC7319093 DOI: 10.3389/fpsyt.2020.00553] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Accepted: 05/29/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND From birth, the human propensity to selectively attend and respond to critical super-stimuli forms the basis of future socio-emotional development and health. In particular, the first super-stimuli to preferentially engage and elicit responses in the healthy newborn are the physical touch, voice and face/eyes of caregivers. From this grows selective attention and responsiveness to emotional expression, scaffolding the development of empathy, social cognition, and other higher human capacities. In this paper, the protocol for a longitudinal, prospective birth-cohort study is presented. The major aim of this study is to map the emergence of individual differences and disturbances in the system of social-Responsiveness, Emotional Attention, and Learning (REAL) through the first 3 years of life to predict the specific emergence of the major childhood mental health problems, as well as social adjustment and impairment more generally. A further aim of this study is to examine how the REAL variables interact with the quality of environment/caregiver interactions. METHODS/DESIGN A prospective, longitudinal birth-cohort study will be conducted. Data will be collected from four assessments and mothers' electronic medical records. DISCUSSION This study will be the first to test a clear developmental map of both the unique and specific causes of childhood psychopathology and will identify more precise early intervention targets for children with complex comorbid conditions.
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Affiliation(s)
- Frances L. Doyle
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Antonio Mendoza Diaz
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Valsamma Eapen
- Faculty of Medicine, School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
| | - Paul J. Frick
- Institute for Learning Sciences & Teacher Education, Australian Catholic University, Brisbane, QLD, Australia
- Department of Psychology, Louisiana State University, Baton Rouge, LA, United States
| | - Eva R. Kimonis
- Faculty of Science, School of Psychology, University of New South Wales, Sydney, NSW, Australia
| | - David J. Hawes
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Caroline Moul
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Jenny L. Richmond
- Faculty of Science, School of Psychology, University of New South Wales, Sydney, NSW, Australia
| | - Divya Mehta
- School of Psychology and Counselling, Faculty of Health, Queensland University of Technology, Brisbane, QLD, Australia
| | - Sinia Sareen
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Bronte G. Morgan
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Mark R. Dadds
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
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23
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Billeci L, Caterino E, Tonacci A, Gava ML. Behavioral and Autonomic Responses in Treating Children with High-Functioning Autism Spectrum Disorder: Clinical and Phenomenological Insights from Two Case Reports. Brain Sci 2020; 10:brainsci10060382. [PMID: 32560365 PMCID: PMC7348738 DOI: 10.3390/brainsci10060382] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 06/14/2020] [Indexed: 02/02/2023] Open
Abstract
In this study, we aimed to evaluate the process applied in subjects with Autism Spectrum Disorder (ASD) to elaborate and communicate their experiences of daily life activities, as well as to assess the autonomic nervous system response that subtend such a process. This procedure was evaluated for the first time in two eight-year-old girls with high-functioning ASDs. The subjects performed six months of training, based on the cognitive–motivational–individualized (c.m.i.®) approach, which mainly consisted in building domestic procedures and re-elaborating acquired experiences through drawing or the use of icons made by the children. Together with behavioral observations, the response of the autonomic nervous system during such re-elaboration was recorded. A change in communicative and interactive competences was observed, moving from a condition of spontaneity to one in which the girls were engaged in relating their experiences to a parent. Autonomic response highlighted how, in communicating their own experiences, they achieved a state of cognitive activation, which enabled a greater communicative and emotional connection with the interlocutor. This is a proof-of-concept study on the application of the c.m.i.®, which needs to be extensively validated in the clinical setting.
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Affiliation(s)
- Lucia Billeci
- Institute of Clinical Physiology, National Research Council of Italy, 56124 Pisa, Italy;
| | - Ettore Caterino
- Azienda USL Sudest Toscana, Centro Autismo UFSMIA di Grosseto, Ospedale di Castel del Piano, 58033 Grosseto, Italy;
| | - Alessandro Tonacci
- Institute of Clinical Physiology, National Research Council of Italy, 56124 Pisa, Italy;
- Correspondence:
| | - Maria Luisa Gava
- Associazione Nazionale Famiglie di Persone con Disabilità Intellettiva e/o Relazionale (ANFFAS), 18100 Imperia, Italy;
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24
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Can Machine Learning Predict Stress Reduction Based on Wearable Sensors’ Data Following Relaxation at Workplace? A Pilot Study. Processes (Basel) 2020. [DOI: 10.3390/pr8040448] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Nowadays, psychological stress represents a burdensome condition affecting an increasing number of subjects, in turn putting into practice several strategies to cope with this issue, including the administration of relaxation protocols, often performed in non-structured environments, like workplaces, and constrained within short times. Here, we performed a quick relaxation protocol based on a short audio and video, and analyzed physiological signals related to the autonomic nervous system (ANS) activity, including electrocardiogram (ECG) and galvanic skin response (GSR). Based on the features extracted, machine learning was applied to discriminate between subjects benefitting from the protocol and those with negative or no effects. Twenty-four healthy volunteers were enrolled for the protocol, equally and randomly divided into Group A, performing an audio-video + video-only relaxation, and Group B, performing an audio-video + audio-only protocol. From the ANS point of view, Group A subjects displayed a significant difference in the heart rate variability-related parameter SDNN across the test phases, whereas both groups displayed a different GSR response, albeit at different levels, with Group A displaying greater differences across phases with respect to Group B. Overall, the majority of the volunteers enrolled self-reported an improvement of their well-being status, according to structured questionnaires. The use of neural networks helped in discriminating those with a positive effect of the relaxation protocol from those with a negative/neutral impact based on basal autonomic features with a 79.2% accuracy. The results obtained demonstrated a significant heterogeneity in autonomic effects of the relaxation, highlighting the importance of maintaining a structured, well-defined protocol to produce significant benefits at the ANS level. Machine learning approaches can be useful to predict the outcome of such protocols, therefore providing subjects less prone to positive responses with personalized advice that could improve the effect of such protocols on self-relaxation perception.
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Jyoti V, Lahiri U. Human-Computer Interaction based Joint Attention cues: Implications on functional and physiological measures for children with autism spectrum disorder. COMPUTERS IN HUMAN BEHAVIOR 2020. [DOI: 10.1016/j.chb.2019.106163] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Wearable Sensors to Characterize the Autonomic Nervous System Correlates of Food-Like Odors Perception: A Pilot Study. ELECTRONICS 2019. [DOI: 10.3390/electronics8121481] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Background: The sense of smell has been recently recognized as one of the most important sensory features in the human being, representing a reliable biomarker for a number of clinical conditions. The relationship between olfactory function and the person’s attitude towards food has frequently been investigated, often using questionnaires. The administration of minimally invasive methods for characterizing autonomic nervous system (ANS) functionality could help in objectivizing such measurements. Methods: The present study assessed ANS activation through the analysis of the electrocardiogram (ECG) and galvanic skin response (GSR) signals, in response to olfactory stimuli using non-invasive wearable devices. The ANS activation was also studied with respect to the odor familiarity, as well as with other olfactory and food dimensions (e.g., odor identification, odor pleasantness, food neophobia). Results: We demonstrated a significant activation of the ANS, in particular of its sympathetic branch, during the olfactory stimulation, with the ECG signal seen as more sensitive to detect ANS response to moderate olfactory stimuli rather than the GSR. Conclusions: When applied to a greater number of subjects, or to specific groups of patients, this methodology could represent a promising, reliable addition to diagnostic methods currently used in clinical settings.
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Comparative Evaluation of the Autonomic Response to Cognitive and Sensory Stimulations through Wearable Sensors. SENSORS 2019; 19:s19214661. [PMID: 31717848 PMCID: PMC6864789 DOI: 10.3390/s19214661] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 10/18/2019] [Accepted: 10/25/2019] [Indexed: 01/01/2023]
Abstract
Psychological stress is known to activate the autonomic nervous system (ANS), thus representing a useful target to be monitored to understand the physiological, unconscious effect of stress on the human body. However, little is known about how differently the ANS responds to cognitive and sensory stimulations in healthy subjects. To this extent, we enrolled 23 subjects and administered a stress protocol consisting of the administration of sensory (olfactory) and cognitive (mathematical) stressors. Autonomic parameters were unobtrusively monitored through wearable sensors for capturing electrocardiogram and skin conductance signals. The results obtained demonstrated an increase of the heart rate during both stress protocols, with a similar decrease of the heart rate variability. Cognitive stress test appears to affect the autonomic parameters to a greater extent, confirming its effects on the human body. However, olfactory stimulation could be useful to study stress in specific experimental settings when the administration of complex cognitive testing is not feasible.
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Autonomic Nervous System Response during Light Physical Activity in Adolescents with Anorexia Nervosa Measured by Wearable Devices. SENSORS 2019; 19:s19122820. [PMID: 31238575 PMCID: PMC6630965 DOI: 10.3390/s19122820] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 06/17/2019] [Accepted: 06/21/2019] [Indexed: 12/12/2022]
Abstract
Anorexia nervosa (AN) is associated with a wide range of disturbances of the autonomic nervous system. The aim of the present study was to monitor the heart rate (HR) and the heart rate variability (HRV) during light physical activity in a group of adolescent girls with AN and in age-matched controls using a wearable, minimally obtrusive device. For the study, we enrolled a sample of 23 adolescents with AN and 17 controls. After performing a 12-lead electrocardiogram and echocardiography, we used a wearable device to record a one-lead electrocardiogram for 5 min at baseline for 5 min during light physical exercise (Task) and for 5 min during recovery. From the recording, we extracted HR and HRV indices. Among subjects with AN, the HR increased at task and decreased at recovery, whereas among controls it did not change between the test phases. HRV features showed a different trend between the two groups, with an increased low-to-high frequency ratio (LF/HF) in the AN group due to increased LF and decreased HF, differently from controls that, otherwise, slightly increased their standard deviation of NN intervals (SDNN) and the root mean square of successive differences (RMSSD). The response in the AN group during the task as compared to that of healthy adolescents suggests a possible sympathetic activation or parasympathetic withdrawal, differently from controls. This result could be related to the low energy availability associated to the excessive loss of fat and lean mass in subjects with AN, that could drive to autonomic imbalance even during light physical activity.
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Dodo N, Hashimoto R. Autonomic Nervous System Activity During a Speech Task. Front Neurosci 2019; 13:406. [PMID: 31139041 PMCID: PMC6518952 DOI: 10.3389/fnins.2019.00406] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Accepted: 04/09/2019] [Indexed: 11/24/2022] Open
Abstract
Previous research has reported that different coping types (active or passive) are required depending on the stress-inducing task. The aim of this study was to examine the autonomic nervous response during speech tasks that require active coping, by using Lorenz plot analysis. Thirty-one university students participated in this study (M = 21.03 years, SD = 2.27). This study included 3 phases: (1) resting phase, (2) silent reading phase, and (3) reading aloud phase. Autonomic nervous system responses were recorded in each phase. We asked participants to evaluate their subjective states (arousal, valence, and mood) after the silent reading phase and the reading aloud phase. We observed that the cardiac sympathetic index (CSI) for the sympathetic nervous response was significantly higher during the reading aloud phase than during the silent reading phase. In contrast, the cardiac vagal index (CVI) for the parasympathetic nervous response was significantly higher during the reading aloud phase than during the resting phase. There were no significant differences between the resting phase and the silent reading phase in both cardiac sympathetic and CVIs. We also observed that the degree of arousal was significantly higher after the reading aloud phase than after the silent reading phase. Our findings indicate that the psychological load during silent reading is ineffective for activating the sympathetic nervous system. The sympathetic nervous response was activated in the reading aloud phase. Also, the parasympathetic nervous response in the reading aloud phase was activated compared with the resting phase. Reading aloud is necessary to adequately activate the parasympathetic nervous system by requiring participants to respire (i.e., expiration) more than during resting and silent reading tasks. The increase in the CVI likely stems from activating the parasympathetic nervous system during expiration. Although the speech task required participants to perform active coping, it was designed to activate both the sympathetic and parasympathetic nervous systems during expiration.
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Affiliation(s)
- Naomi Dodo
- Department of Clinical Psychology, School of Psychological Science, Health Sciences University of Hokkaido, Tōbetsu, Japan
| | - Ryusaku Hashimoto
- Department of Communication Disorders, School of Rehabilitation Sciences, Health Sciences, University of Hokkaido, Tōbetsu, Japan
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Tonacci A, Billeci L, Sansone F, Masci A, Pala AP, Domenici C, Conte R. An Innovative, Unobtrusive Approach to Investigate Smartphone Interaction in Nonaddicted Subjects Based on Wearable Sensors: A Pilot Study. ACTA ACUST UNITED AC 2019; 55:medicina55020037. [PMID: 30720738 PMCID: PMC6409719 DOI: 10.3390/medicina55020037] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 01/25/2019] [Accepted: 01/31/2019] [Indexed: 12/27/2022]
Abstract
Background and objectives: Smartphones are playing a pivotal role in everyday life, due to the opportunity they grant in terms of simplifying communication, entertainment, education and many other daily activities. Against such positive characteristics, smartphone interaction can result, in particular cases, in dangerous smartphone addiction patterns, possibly leading to several long-term detrimental psychophysiological conditions. Therefore, this pilot aims at assessing the feasibility of using an innovative approach, based on unobtrusive wearable sensors, used for the first time in this specific topic, and psychological questionnaires, to investigate the links between stress and emotions in a group of young, nonaddicted individuals performing smartphone interaction. Materials and methods: 17 volunteers were enrolled for the present study. The study protocol was divided into three phases, with an initial resting state (baseline) of three minutes, a smartphone interaction session (task) of the same length, and a final resting state (recovery), lasting three minutes. In the overall procedure, electrocardiogram (ECG) and galvanic skin response (GSR) measurements, both monitored by wearable sensors, were acquired in order to assess the functioning of the autonomic nervous system (ANS). Results: A significant decrease was seen in pNN50 during the smartphone interaction with respect to the baseline (Z = −2.675, p = 0.007), whereas the Low-to-High Frequency (LF/HF) ratio at task was somewhat correlated with phubbing behaviors (r = 0.655, p = 0.029), assessed through dedicated questionnaires. Conclusions: Taken together with the slight changes in GSR data, such results suggest the feasibility of this approach to characterize the ANS activation during smartphone interaction among young individuals. Further studies should enlarge the study population and involve smartphone-addicted subjects in order to increase the scientific and clinical relevance of such findings.
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Affiliation(s)
- Alessandro Tonacci
- Institute of Clinical Physiology-National Research Council of Italy (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy.
| | - Lucia Billeci
- Institute of Clinical Physiology-National Research Council of Italy (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy.
| | - Francesco Sansone
- Institute of Clinical Physiology-National Research Council of Italy (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy.
| | - Antonella Masci
- University of Pisa, School of Engineering, Largo Lucio Lazzarino 1, 56122 Pisa, Italy.
| | - Anna Paola Pala
- Institute of Clinical Physiology-National Research Council of Italy (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy.
| | - Claudio Domenici
- Institute of Clinical Physiology-National Research Council of Italy (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy.
| | - Raffaele Conte
- Institute of Clinical Physiology-National Research Council of Italy (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy.
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Tomczak MT, Wójcikowski M, Listewnik P, Pankiewicz B, Majchrowicz D, Jędrzejewska-Szczerska M. Support for Employees with ASD in the Workplace Using a Bluetooth Skin Resistance Sensor⁻A Preliminary Study. SENSORS 2018; 18:s18103530. [PMID: 30347649 PMCID: PMC6210705 DOI: 10.3390/s18103530] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 10/17/2018] [Accepted: 10/17/2018] [Indexed: 12/29/2022]
Abstract
The application of a Bluetooth skin resistance sensor in assisting people with Autism Spectrum Disorders (ASD), in their day-to-day work, is presented in this paper. The design and construction of the device are discussed. The authors have considered the best placement of the sensor, on the body, to gain the most accurate readings of user stress levels, under various conditions. Trial tests were performed on a group of sixteen people to verify the correct functioning of the device. Resistance levels were compared to those from the reference system. The placement of the sensor has also been determined, based on wearer convenience. With the Bluetooth Low Energy block, users can be notified immediately about their abnormal stress levels via a smartphone application. This can help people with ASD, and those who work with them, to facilitate stress control and make necessary adjustments to their work environment.
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Affiliation(s)
- Michał T Tomczak
- Faculty of Management and Economics, Gdańsk University of Technology, 80-233 Gdańsk, Poland.
| | - Marek Wójcikowski
- Faculty of Electronics, Telecommunications and Informatics, Gdańsk University of Technology, 80-233 Gdańsk, Poland.
| | - Paulina Listewnik
- Faculty of Electronics, Telecommunications and Informatics, Gdańsk University of Technology, 80-233 Gdańsk, Poland.
| | - Bogdan Pankiewicz
- Faculty of Electronics, Telecommunications and Informatics, Gdańsk University of Technology, 80-233 Gdańsk, Poland.
| | - Daria Majchrowicz
- Faculty of Electronics, Telecommunications and Informatics, Gdańsk University of Technology, 80-233 Gdańsk, Poland.
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