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Addleman JS, Lackey NS, Tobin MA, Lara GA, Sinha S, Morse RM, Hajduczok AG, Gharbo RS, Gevirtz RN. Heart Rate Variability Applications in Medical Specialties: A Narrative Review. Appl Psychophysiol Biofeedback 2025:10.1007/s10484-025-09708-y. [PMID: 40293647 DOI: 10.1007/s10484-025-09708-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/30/2025]
Abstract
HRV is clinically considered to be a surrogate measure of the asymmetrical interplay of the sympathetic and parasympathetic nervous system. While HRV has become an increasingly measured variable through commercially-available wearable devices, HRV is not routinely monitored or utilized in healthcare settings at this time. The purpose of this narrative review is to discuss and evaluate the current research and potential future applications of HRV in several medical specialties, including critical care, cardiology, pulmonology, nephrology, gastroenterology, endocrinology, infectious disease, hematology and oncology, neurology and rehabilitation, sports medicine, surgery and anesthesiology, rheumatology and chronic pain, obstetrics and gynecology, pediatrics, and psychiatry/psychology. A narrative literature review was conducted with search terms including HRV and relevant terminology to the medical specialty in question. While HRV has demonstrated promise for some diagnoses as a non-invasive, easy to use, and cost-effective metric for early disease detection, prognosis and mortality prediction, disease monitoring, and biofeedback therapy, several issues plague the current literature. Substantial heterogeneity exists in the current HRV literature which limits its applicability in clinical practice. However, applications of HRV in psychiatry, critical care, and in specific chronic diseases demonstrate sufficient evidence to warrant clinical application regardless of the surmountable research issues. More data is needed to understand the exact impact of standardizing HRV monitoring and treatment protocols on patient outcomes in each of the clinical contexts discussed in this paper.
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Affiliation(s)
| | - Nicholas S Lackey
- Center for Applied Biobehavioral Sciences (CABS), Alliant International University, San Diego, CA, USA.
| | - Molly A Tobin
- Touro University CA College of Osteopathic Medicine, Vallejo, CA, USA
| | - Grace A Lara
- Touro University CA College of Osteopathic Medicine, Vallejo, CA, USA
| | - Sankalp Sinha
- Touro University CA College of Osteopathic Medicine, Vallejo, CA, USA
| | - Rebecca M Morse
- Touro University CA College of Osteopathic Medicine, Vallejo, CA, USA
| | - Alexander G Hajduczok
- Division of Cardiovascular Medicine, Department of Medicine, University of California, San Diego, CA, USA
| | - Raouf S Gharbo
- Virginia Commonwealth University School of Medicine Department of Physical Medicine and Rehabilitation, Richmond, VA, USA
| | - Richard N Gevirtz
- Center for Applied Biobehavioral Sciences (CABS), Alliant International University, San Diego, CA, USA
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Kothari A, Aparece JP, Del Toro Mijares R. Cardiovascular Risk Associated with the Treatment of Attention-Deficit/Hyperactivity Disorder in Adults. Curr Cardiol Rep 2025; 27:80. [PMID: 40192901 DOI: 10.1007/s11886-025-02223-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/06/2025] [Indexed: 04/20/2025]
Abstract
PURPOSE OF REVIEW The increasing prevalence of attention deficit hyperactivity disorder (ADHD) makes it important to study the cardiovascular implications of this disease and the drugs used to treat it. As more patients are diagnosed with ADHD across the world and these medications are prescribed more, it is imperative to understand the cardiovascular risk profile associated with these medications. This narrative review will highlight the importance of considering cardiovascular risk factors inherent to ADHD and the medications currently used to treat it. RECENT FINDINGS Chronic sympathetic activation as caused by ADHD therapies has numerous effects on the cardiovascular system including an increase in blood pressure and heart rate. These changes could potentially lead to heart failure, arrythmias or even sudden cardiac death. While a few studies that have shown no correlation between ADHD medications and cardiovascular effects, current guidelines recommend a thorough assessment prior to initiating treatment and periodic monitoring during treatment.
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Affiliation(s)
- Aditi Kothari
- Division of Internal Medicine, Texas Tech University Health Sciences Center, El Paso, TX, USA.
| | - John Paul Aparece
- Division of Internal Medicine, Texas Tech University Health Sciences Center, El Paso, TX, USA
| | - Raul Del Toro Mijares
- Division of Internal Medicine, Texas Tech University Health Sciences Center, El Paso, TX, USA
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3
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Muscatello RA, Cola M, Vandekar S, Corbett BA. Pubertal developmental, body mass index, and cardiovascular autonomic function in children and adolescents with and without autism spectrum disorder: a four-time point accelerated longitudinal study. J Neurodev Disord 2025; 17:14. [PMID: 40108514 PMCID: PMC11921557 DOI: 10.1186/s11689-025-09602-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Accepted: 03/05/2025] [Indexed: 03/22/2025] Open
Abstract
BACKGROUND The Autonomic Nervous System (ANS) regulates 'automatic' functions such as heart rate, and alterations may have significant impacts on health outcomes. Cardiovascular measures of autonomic function such as heart rate variability are of interest as biological markers in autism spectrum disorder (ASD). The interplay between the ANS and physical health establishes a need to examine cardiovascular autonomic functioning in youth with and without ASD over development. The current study aimed to identify change in autonomic function and balance across the parasympathetic and sympathetic branches over time as a function of diagnosis, age, pubertal development, and physical health status. METHODS The study included 244 ASD (N = 140) or neurotypical (NT) (N = 104) youth, ages 10 to 13 years at enrollment and followed over four years. Resting state autonomic functioning was measured using respiratory sinus arrhythmia (RSA; parasympathetic) and pre-ejection period (PEP; sympathetic). Autonomic balance and regulation were also examined as outcomes. Linear mixed models tested between- and within-group differences in the primary autonomic outcomes as well as the influence of pubertal development, body weight, and medication use. RESULTS Baseline models showed diagnostic differences, with lower parasympathetic regulation, in youth with ASD, but no differences were observed for the other three outcomes. Adding body mass index (BMI) percentile and medication use removed the statistically significant diagnostic effect, while both variables were significantly related to lower RSA and overall autonomic regulation. Parasympathetic function (RSA) was stable over age and pubertal stage, while a notable decrease in sympathetic control (increased PEP) was found for age and pubertal stage. BMI percentile at enrollment significantly predicted autonomic function, while change in BMI over time did not. CONCLUSIONS Minimal research to date has explored physical health (e.g., BMI) and autonomic outcomes in ASD. The current study observed few group differences yet demonstrates important effects of physical health on ANS function in both ASD and neurotypical youth. Findings further emphasize a need to focus on individual traits such as BMI and medication use to elucidate the extent to which autonomic differences are related to health status, irrespective of diagnostic category, across the lifespan.
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Affiliation(s)
- Rachael A Muscatello
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, 1500 21st Avenue South, Suite 2200, TN, Nashville, 37212, USA.
- Vanderbilt Kennedy Center, Vanderbilt University Medical Center, TN, Nashville, USA.
| | - Meredith Cola
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, 1500 21st Avenue South, Suite 2200, TN, Nashville, 37212, USA
| | - Simon Vandekar
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Blythe A Corbett
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, 1500 21st Avenue South, Suite 2200, TN, Nashville, 37212, USA
- Vanderbilt Kennedy Center, Vanderbilt University Medical Center, TN, Nashville, USA
- Department of Psychology, Vanderbilt University, TN, Nashville, USA
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4
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Berton N, da Silva do Prado LD, Nardi J, Biazus IC, Mattiollo L, de Souza dos Santos KJ, da Rosa Amaral N, Siqueira L, Cole Varela AC, Rutikoski GW, Barcellos LJG, Rossato-Grando LG. Acute anxiogenic effect of lisdexamphetamine dimesylate in zebrafish: implications of off-label cognitive enhancement use. Toxicol Res (Camb) 2025; 14:tfaf027. [PMID: 39996158 PMCID: PMC11847156 DOI: 10.1093/toxres/tfaf027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 01/16/2025] [Accepted: 02/14/2025] [Indexed: 02/26/2025] Open
Abstract
The off-label use of lisdexamphetamine dimesylate (LDX), a prodrug of dextroamphetamine, for cognitive enhancement has raised concerns due to its potential risk effects in neurotypical individuals. This study investigates the acute toxic effects of LDX exposure in zebrafish (Danio rerio), used here as a translational model. Zebrafish were exposed to 70, 100, and 140 mg/L-1 of LDX to assess changes in anxiety-related, social-related and exploratory behaviors and cognitive function through novel tank test, social preference test, spatial memory test, and light-dark test, respectively. We also evaluated the occurrence of lipid peroxidation and changes in the total protein content after LDX treatments. Our findings reveal that acute LDX exposure significantly increases anxiety-like behaviors, as evidenced by increased bottom-dwelling and decreased top-dwelling times in novel tank tests, without enhancing cognitive function. The concentrations also cause increases in lipid peroxidation and total protein content, making this finding likely to be directed at the fish's inflammatory response. Our results highlight that acute use of LDX does not improve cognition, but causes an anxiogenic effect, and showed oxidative damage by increasing total proteins, highlighting potential health risks associated with non-medical use of LDX, particularly among neurotypical individuals seeking cognitive benefits.
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Affiliation(s)
- Nicole Berton
- Programa de Pós-Graduação em Bioexperimentação, Universidade de Passo Fundo, BR 285, São José, Passo Fundo, Rio Grande do Sul, 99052-900, Brazil
| | - Luciane Dellazari da Silva do Prado
- Programa de Pós-Graduação em Bioexperimentação, Universidade de Passo Fundo, BR 285, São José, Passo Fundo, Rio Grande do Sul, 99052-900, Brazil
| | - Jessica Nardi
- Programa de Pós-Graduação em Bioexperimentação, Universidade de Passo Fundo, BR 285, São José, Passo Fundo, Rio Grande do Sul, 99052-900, Brazil
| | - Inara Carbonera Biazus
- Curso de Farmácia, Universidade de Passo Fundo, BR 285, São José, Passo Fundo, 99052-900, Rio Grande do Sul, Brazil
| | - Laíse Mattiollo
- Curso de Farmácia, Universidade de Passo Fundo, BR 285, São José, Passo Fundo, 99052-900, Rio Grande do Sul, Brazil
| | | | - Nicoli da Rosa Amaral
- Programa de Pós-Graduação em Bioexperimentação, Universidade de Passo Fundo, BR 285, São José, Passo Fundo, Rio Grande do Sul, 99052-900, Brazil
| | - Lisiane Siqueira
- Programa de Pós-Graduação em Farmacologia, Universidade Federal de Santa Maria, Avenida Roraima, Bairro Camobi, Santa Maria, 97105-900, Rio Grande do Sul, Brazil
| | - Amanda Carolina Cole Varela
- Programa de Pós-Graduação em Farmacologia, Universidade Federal de Santa Maria, Avenida Roraima, Bairro Camobi, Santa Maria, 97105-900, Rio Grande do Sul, Brazil
| | - Gabriéla Witkowski Rutikoski
- Curso de Medicina Veterinária, Universidade de Passo Fundo, BR 285, São José, Passo Fundo, 99052-900, Rio Grande do Sul, Brazil
| | - Leonardo José Gil Barcellos
- Programa de Pós-Graduação em Bioexperimentação, Universidade de Passo Fundo, BR 285, São José, Passo Fundo, Rio Grande do Sul, 99052-900, Brazil
- Programa de Pós-Graduação em Farmacologia, Universidade Federal de Santa Maria, Avenida Roraima, Bairro Camobi, Santa Maria, 97105-900, Rio Grande do Sul, Brazil
| | - Luciana Grazziotin Rossato-Grando
- Programa de Pós-Graduação em Bioexperimentação, Universidade de Passo Fundo, BR 285, São José, Passo Fundo, Rio Grande do Sul, 99052-900, Brazil
- Curso de Farmácia, Universidade de Passo Fundo, BR 285, São José, Passo Fundo, 99052-900, Rio Grande do Sul, Brazil
- Programa de Pós-Graduação em Envelhecimento Humano, Universidade de Passo Fundo, BR 285, São José, Passo Fundo, 99052-900, Rio Grande do Sul, Brazil
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Ramaekers JG, Reckweg JT, Mason NL, Kuypers KPC, Toennes SW, Theunissen EL. Safety and cognitive pharmacodynamics following dose escalations with 3-methylmethcathinone (3-MMC): a first in human, designer drug study. Neuropsychopharmacology 2024:10.1038/s41386-024-02042-7. [PMID: 39719487 DOI: 10.1038/s41386-024-02042-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 12/05/2024] [Accepted: 12/13/2024] [Indexed: 12/26/2024]
Abstract
3-Methylmethcathinone (3-MMC) is a designer drug that belongs to the group of synthetic cathinones. The compound has been scheduled in many jurisdictions because of public health concerns associated with excessive use. To date, there are no clinical studies that have evaluated the risk profile of 3-MMC in the recreational range of low to moderate doses. The current, first-in-human study (N = 14) assessed the impact of three escalating doses of 3-MMC (25, 50 and 100 mg) on vital signs, neurocognitive function, state of consciousness, appetite and drug desire, in a cross-over, placebo-controlled trial. A battery of neurocognitive tests and questionnaires as well as measures of vital signs were repeatedly administered up to 5 h after dosing. Overall, 3-MMC caused dose-dependent increases in heart rate and blood pressure, though not of clinical significance, and feelings of subjective high. Additionally, 3-MMC induced dose-related enhancement of task performance across several neurocognitive domains, including processing speed, cognitive flexibility, psychomotor function, attention and memory. Impulse control was not affected by 3-MMC. Participants also reported mild increases in dissociative and psychedelic effects, decreased appetite, and gave greater ratings of liking and wanting for 3-MMC that were transient over time. Overall, the cardiovascular, psychostimulant and psychotomimetic profile of 3-MMC appears consistent with that of compounds structurally related to amphetamine. It is concluded that low to moderate doses of 3-MMC were well tolerated and safe and that potential health risks might only occur at high or excessive doses of 3-MMC.
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Affiliation(s)
- Johannes G Ramaekers
- Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands.
| | - Johannes T Reckweg
- Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Natasha L Mason
- Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Kim P C Kuypers
- Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Stefan W Toennes
- Goethe University, Institute of Legal Medicine, Frankfurt, Germany
| | - Eef L Theunissen
- Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
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Parlatini V, Bellato A, Roy S, Murphy D, Cortese S. Association Between Single-Dose and Longer Term Clinical Response to Stimulants in Attention-Deficit/Hyperactivity Disorder: A Systematic Review of Randomized Controlled Trials. J Child Adolesc Psychopharmacol 2024; 34:337-345. [PMID: 39027968 DOI: 10.1089/cap.2024.0038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
Objectives: Stimulants, such as methylphenidate (MPH) and amphetamines, represent the first-line pharmacological option for attention-deficit/hyperactivity disorder (ADHD). Randomized controlled trials (RCTs) have demonstrated beneficial effects at a group level but could not identify characteristics consistently associated with varying individual response. Thus, more individualized approaches are needed. Experimental studies have suggested that the neurobiological response to a single dose is indicative of longer term response. It is unclear whether this also applies to clinical measures. Methods: We carried out a systematic review of RCTs testing the association between the clinical response to a single dose of stimulants and longer term improvement. Potentially suitable single-dose RCTs were identified from the MED-ADHD data set, the European ADHD Guidelines Group RCT Data set (https://med-adhd.org/), as updated on February 1, 2024. Quality assessment was carried out using the Cochrane Risk of Bias (RoB) 2.0 tool. Results: A total of 63 single-dose RCTs (94% testing MPH, 85% in children) were identified. Among these, only a secondary analysis of an RCT tested the association between acute and longer term clinical response. This showed that the clinical improvement after a single dose of MPH was significantly associated with symptom improvement after a 4-week MPH treatment in 46 children (89% males) with ADHD. The risk of bias was rated as moderate. A further RCT used near-infrared spectroscopy, thus did not meet the inclusion criteria, and reported an association between brain changes under a single-dose and longer term clinical response in 22 children (82% males) with ADHD. The remaining RCTs only reported single-dose effects on neuropsychological, neuroimaging, or neurophysiological measures. Conclusion: This systematic review highlighted an important gap in the current knowledge. Investigating how acute and long-term response may be related can foster our understanding of stimulant mechanism of action and help develop stratification approaches for more tailored treatment strategies. Future studies need to investigate potential age- and sex-related differences.
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Affiliation(s)
- Valeria Parlatini
- School of Psychology, University of Southampton, Southampton, United Kingdom
- Centre for Innovation in Mental Health, University of Southampton, Southampton, United Kingdom
- Institute for Life Sciences, University of Southampton, Southampton, United Kingdom
- Institute of Translational Neurodevelopment, Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Solent NHS Trust, Southampton, United Kingdom
| | - Alessio Bellato
- School of Psychology, University of Southampton, Southampton, United Kingdom
- Centre for Innovation in Mental Health, University of Southampton, Southampton, United Kingdom
- Institute for Life Sciences, University of Southampton, Southampton, United Kingdom
- School of Psychology, University of Nottingham, Semenyih, Malaysia
- Mind and Neurodevelopment (MiND) Research Group, University of Nottingham, Semenyih, Malaysia
| | - Sulagna Roy
- School of Psychology, University of Southampton, Southampton, United Kingdom
- Centre for Innovation in Mental Health, University of Southampton, Southampton, United Kingdom
| | - Declan Murphy
- Institute of Translational Neurodevelopment, Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Samuele Cortese
- School of Psychology, University of Southampton, Southampton, United Kingdom
- Centre for Innovation in Mental Health, University of Southampton, Southampton, United Kingdom
- Institute for Life Sciences, University of Southampton, Southampton, United Kingdom
- Solent NHS Trust, Southampton, United Kingdom
- Faculty of Medicine, Clinical and Experimental Sciences (CNS and Psychiatry), University of Southampton, Southampton, United Kingdom
- Hassenfeld Children's Hospital at NYU Langone, New York University Child Study Center, New York, New York, USA
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Stamatis A, Morgan GB, Reyes JC. Dynamic interactions of physiological systems during competitive gaming: insights from network physiology - case report. FRONTIERS IN NETWORK PHYSIOLOGY 2024; 4:1438073. [PMID: 39324076 PMCID: PMC11422231 DOI: 10.3389/fnetp.2024.1438073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 08/28/2024] [Indexed: 09/27/2024]
Abstract
This study investigates the dynamic interactions between physiological systems during competitive gaming, utilizing a Network Physiology approach. By examining the physiological responses of a gamer with attention-deficit/hyperactivity disorder playing a real-time strategy game, we explore the relationships and temporal lag effects between pupil dilation, skin temperature, and heart rate. Our findings highlight the interconnectedness of these physiological systems and demonstrate how different physiological states are associated with unique patterns of network interactions. The study employs the concept of Time Delay Stability towards a deeper understanding of the complex dynamics involved. This research contributes to the growing field of Network Physiology by offering new insights into the physiological underpinnings of competitive gaming, potentially informing targeted training and recovery protocols for eSports athletes.
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Affiliation(s)
- Andreas Stamatis
- Health and Sport Sciences, University of Louisville, Louisville, KY, United States
- Sports Medicine Institute, University of Louisville Health, Louisville, KY, United States
| | - Grant B Morgan
- Educational Psychology, Baylor University, Waco, TX, United States
| | - Jorge C Reyes
- Educational Psychology, Baylor University, Waco, TX, United States
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8
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Halbe E, Heger AS, Kolf F, Hüpen P, Bergmann M, Harrison BJ, Davey CG, Philipsen A, Lux S. Sex differences in physiological correlates of affectively driven decision-making behavior in adult ADHD. BMC Psychiatry 2024; 24:602. [PMID: 39237929 PMCID: PMC11375934 DOI: 10.1186/s12888-024-06040-3] [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: 07/31/2023] [Accepted: 08/22/2024] [Indexed: 09/07/2024] Open
Abstract
BACKGROUND Sex differences in the symptomatology of adults with attention-deficit/hyperactivity disorder (ADHD) have often been overlooked when studying behavioral abnormalities. However, it is known that women exhibit considerably more stronger symptoms related to emotional competence than men. Since affective functions significantly influence the processing of risky decision-making and risk-engagement, we assume that risky behavior in ADHD is affected by sex differences. Therefore, we specifically investigated sex-specific effects on the interaction between emotionally induced changes in physiology and behavioral performance on a decision-making task. METHODS Skin conductance responses of twenty-nine adults with ADHD (n = 16 male; n = 13 female) and thirty-three adults in the control group (n = 14 male; n = 19 female) were recorded during the performance in a modified version of the Balloon Analogue Risk Task (BART). Additional questionnaires were used to reveal insights in the self-assessment of emotional competence, risk perception, and feedback sensitivity. Emotional arousal and decision-making behavior were analyzed using linear mixed-effects models. RESULTS Results showed different effects of sex on risk behaviors in controls and ADHD. In contrast to healthy controls, female adults with ADHD showed a significantly greater risk engagement in the BART compared to males with ADHD. This contrary sex relation was not observed in skin conductance responses and revealed a significantly different sex-dependent correlation of body response and behavioral task performance in ADHD. Comparisons with results from self-assessments furthermore indicate a reduced behavioral self-perception in women with ADHD, but not in men. CONCLUSION In summary, we found an altered interaction between physiological activity and risky behavior in women with ADHD. Thus, the present study indicates a reduced sensitivity towards the own bodily responses in women with ADHD, which could consequently cause increased risky DM behavior in daily life. The current results suggest that more consideration needs to be given to sex-specific effects on physiological processes and behavior in adults with ADHD.
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Affiliation(s)
- Eva Halbe
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany.
| | - Alina Sophie Heger
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Fabian Kolf
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Philippa Hüpen
- Department of Psychiatry, Psychotherapy and Psychosomatics, Faculty of Medicine, RWTH Aachen University, Aachen, Germany
- JARA - Translational Brain Medicine, Aachen, Germany
| | - Moritz Bergmann
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Ben J Harrison
- Department of Psychiatry, The University of Melbourne, Melbourne, VIC, Australia
| | - Christopher G Davey
- Department of Psychiatry, The University of Melbourne, Melbourne, VIC, Australia
| | - Alexandra Philipsen
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Silke Lux
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
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9
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Andrikopoulos D, Vassiliou G, Fatouros P, Tsirmpas C, Pehlivanidis A, Papageorgiou C. Machine learning-enabled detection of attention-deficit/hyperactivity disorder with multimodal physiological data: a case-control study. BMC Psychiatry 2024; 24:547. [PMID: 39103819 PMCID: PMC11302198 DOI: 10.1186/s12888-024-05987-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 07/25/2024] [Indexed: 08/07/2024] Open
Abstract
BACKGROUND Attention-Deficit/Hyperactivity Disorder (ADHD) is a multifaceted neurodevelopmental psychiatric condition that typically emerges during childhood but often persists into adulthood, significantly impacting individuals' functioning, relationships, productivity, and overall quality of life. However, the current diagnostic process exhibits limitations that can significantly affect its overall effectiveness. Notably, its face-to-face and time-consuming nature, coupled with the reliance on subjective recall of historical information and clinician subjectivity, stand out as key challenges. To address these limitations, objective measures such as neuropsychological evaluations, imaging techniques and physiological monitoring of the Autonomic Nervous System functioning, have been explored. METHODS The main aim of this study was to investigate whether physiological data (i.e., Electrodermal Activity, Heart Rate Variability, and Skin Temperature) can serve as meaningful indicators of ADHD, evaluating its utility in distinguishing adult ADHD patients. This observational, case-control study included a total of 76 adult participants (32 ADHD patients and 44 healthy controls) who underwent a series of Stroop tests, while their physiological data was passively collected using a multi-sensor wearable device. Univariate feature analysis was employed to identify the tests that triggered significant signal responses, while the Informative k-Nearest Neighbors (KNN) algorithm was used to filter out less informative data points. Finally, a machine-learning decision pipeline incorporating various classification algorithms, including Logistic Regression, KNN, Random Forests, and Support Vector Machines (SVM), was utilized for ADHD patient detection. RESULTS Results indicate that the SVM-based model yielded the optimal performance, achieving 81.6% accuracy, maintaining a balance between the experimental and control groups, with sensitivity and specificity of 81.4% and 81.9%, respectively. Additionally, integration of data from all physiological signals yielded the best results, suggesting that each modality captures unique aspects of ADHD. CONCLUSIONS This study underscores the potential of physiological signals as valuable diagnostic indicators of adult ADHD. For the first time, to the best of our knowledge, our findings demonstrate that multimodal physiological data collected via wearable devices can complement traditional diagnostic approaches. Further research is warranted to explore the clinical applications and long-term implications of utilizing physiological markers in ADHD diagnosis and management.
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Affiliation(s)
| | - Georgia Vassiliou
- First Department of Psychiatry, Eginition Hospital, Medical School National and Kapodistrian University of Athens, Athens, Greece
| | | | | | - Artemios Pehlivanidis
- First Department of Psychiatry, Eginition Hospital, Medical School National and Kapodistrian University of Athens, Athens, Greece
| | - Charalabos Papageorgiou
- First Department of Psychiatry, Eginition Hospital, Medical School National and Kapodistrian University of Athens, Athens, Greece
- Neurosciences and Precision Medicine Research Institute "Costas Stefanis", University Mental Health, Athens, Greece
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10
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López-Hernández AE, Miquel-López C, García-Medina JJ, García-Ayuso D. Impact of stimulant treatment on refractive errors and pupil diameter in attention deficit hyperactivity disorder. Acta Ophthalmol 2024; 102:e842-e850. [PMID: 38337176 DOI: 10.1111/aos.16657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 01/18/2024] [Accepted: 01/25/2024] [Indexed: 02/12/2024]
Abstract
PURPOSE The relationship between attention deficit hyperactivity disorder (ADHD) and visual impairment remains poorly understood, and the impact of visual impairment on the development of ADHD is uncertain. The aim of this study was to investigate the refractive profile and ocular biometric characteristics in patients diagnosed with ADHD and compare them with a control group. Additionally, we aimed to explore the potential influence of sex and medication intake. METHODS A cohort of 100 participants, including 50 individuals with ADHD and 50 age- and sex-matched control subjects, was included in this study. Ocular biometric parameters were measured, and refractive error was assessed using cycloplegic and non-cycloplegic autorefraction. Subgroup analyses were performed within the ADHD group based on sex, medication intake and age to investigate potential associations with the ocular findings. RESULTS We observed no statistically significant differences in axial length, corneal topography parameters or anterior chamber characteristics between ADHD and control subjects. However, subgroup analysis within the ADHD group revealed that the prevalence of ametropia under cycloplegia was significantly higher in unmedicated (69.6%) compared to medicated (37.5%) (X2(2) = 7.320, p = 0.026) participants. Pupil diameter was significantly larger in medicated (3.91 mm) compared to unmedicated (3.58 mm; p = 0.017) individuals. Males had flatter (p = 0.004) and thicker (p = 0.008) corneas than females. Older ADHD participants had higher refractive error (p = 0.008 for non-cycloplegic and p = 0.0.003 for cycloplegic), axial length (p = 0.002) and corneal astigmatism (p = 0.049). CONCLUSIONS Our study provides compelling evidence that individuals diagnosed with ADHD exhibit a similar incidence of refractive errors and ocular parameters compared to normal subjects. Nonetheless, the prevalence of refractive errors appears to be higher in unmedicated ADHD patients, suggesting the potential benefit of stimulant treatment. Additionally, stimulant use is associated with an increase in pupil diameter.
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Affiliation(s)
- A Eusebio López-Hernández
- Grupo de Investigación Oftalmología Experimental, Departamento de Oftalmología, Optometría, Otorrinolaringología y Anatomía Patológica, Facultad de Medicina, Universidad de Murcia, Instituto Murciano de Investigación Biosanitaria (IMIB), Murcia, España
- Facultad de Óptica y Optometría, Universidad de Murcia, Murcia, Spain
| | - Carmen Miquel-López
- Servicio de Oftalmología, Hospital General Universitario Morales Meseguer, Murcia, Spain
| | - José Javier García-Medina
- Grupo de Investigación Oftalmología Experimental, Departamento de Oftalmología, Optometría, Otorrinolaringología y Anatomía Patológica, Facultad de Medicina, Universidad de Murcia, Instituto Murciano de Investigación Biosanitaria (IMIB), Murcia, España
- Facultad de Óptica y Optometría, Universidad de Murcia, Murcia, Spain
- Servicio de Oftalmología, Hospital General Universitario Morales Meseguer, Murcia, Spain
| | - Diego García-Ayuso
- Grupo de Investigación Oftalmología Experimental, Departamento de Oftalmología, Optometría, Otorrinolaringología y Anatomía Patológica, Facultad de Medicina, Universidad de Murcia, Instituto Murciano de Investigación Biosanitaria (IMIB), Murcia, España
- Facultad de Óptica y Optometría, Universidad de Murcia, Murcia, Spain
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Masiran R, Ilias MNA, Yubbu P. Methylphenidate-associated chest pain in a child. Drug Ther Bull 2024; 62:108-111. [PMID: 38857950 DOI: 10.1136/dtb.2024.e255187rep] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2024]
Affiliation(s)
- Ruziana Masiran
- Department of Psychiatry, Faculty of Medicine & Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
- Department of Psychiatry, Hospital Sultan Abdul Aziz Shah, Serdang, Selangor, Malaysia
| | | | - Putri Yubbu
- Department of Psychiatry, Faculty of Medicine & Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
- Pediatric Cardiology Unit, Hospital Serdang, Serdang, Selangor, Malaysia
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Parlatini V, Bellato A, Gabellone A, Margari L, Marzulli L, Matera E, Petruzzelli MG, Solmi M, Correll CU, Cortese S. A state-of-the-art overview of candidate diagnostic biomarkers for Attention-deficit/hyperactivity disorder (ADHD). Expert Rev Mol Diagn 2024; 24:259-271. [PMID: 38506617 DOI: 10.1080/14737159.2024.2333277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 03/18/2024] [Indexed: 03/21/2024]
Abstract
INTRODUCTION Attention-deficit/hyperactivity disorder (ADHD) is one of the most common neurodevelopmental conditions and is highly heterogeneous in terms of symptom profile, associated cognitive deficits, comorbidities, and outcomes. Heterogeneity may also affect the ability to recognize and diagnose this condition. The diagnosis of ADHD is primarily clinical but there are increasing research efforts aiming at identifying biomarkers that can aid the diagnosis. AREAS COVERED We first discuss the definition of biomarkers and the necessary research steps from discovery to implementation. We then provide a broad overview of research studies on candidate diagnostic biomarkers in ADHD encompassing genetic/epigenetic, biochemical, neuroimaging, neurophysiological and neuropsychological techniques. Finally, we critically appraise current limitations in the field and suggest possible ways forward. EXPERT OPINION Despite the large number of studies and variety of techniques used, no promising biomarkers have been identified so far. Clinical and biological heterogeneity as well as methodological limitations, including small sample size, lack of standardization, confounding factors, and poor replicability, have hampered progress in the field. Going forward, increased international collaborative efforts are warranted to support larger and more robustly designed studies, develop multimodal datasets to combine biomarkers and improve diagnostic accuracy, and ensure reproducibility and meaningful clinical translation.
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Affiliation(s)
- Valeria Parlatini
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Alessio Bellato
- School of Psychology, University of Southampton, Southampton, UK
- School of Psychology, University of Nottingham Malaysia, Semenyih, Malaysia
- Mind and Neurodevelopment (MiND) Research Cluster, University of Nottingham Malaysia, Semenyih, Malaysia
- Centre for Innovation in Mental Health, University of Southampton, Southampton, UK
| | - Alessandra Gabellone
- DiBraiN-Department of Translational Biomedicine Neurosciences, University "Aldo Moro", Bari, Italy
| | - Lucia Margari
- DiMePRe-J-Department of Precision and Regenerative Medicine-Jonic Area, University "Aldo Moro", Bari, Italy
| | - Lucia Marzulli
- DiBraiN-Department of Translational Biomedicine Neurosciences, University "Aldo Moro", Bari, Italy
| | - Emilia Matera
- DiBraiN-Department of Translational Biomedicine Neurosciences, University "Aldo Moro", Bari, Italy
| | | | - Marco Solmi
- Department of Child and Adolescent Psychiatry, Charité Universitätsmedizin, Berlin, Germany
- The Ottawa Hospital, Mental Health Department, Ottawa, Ontario, Canada
- Department of Psychiatry, Ottawa Hospital Research Institute (OHRI) Clinical Epidemiology Program University of Ottawa, Ottawa, Ontario, Canada
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Christoph U Correll
- Department of Child and Adolescent Psychiatry, Charité Universitätsmedizin, Berlin, Germany
- Psychiatry Research, The Zucker Hillside Hospital, Northwell Health, Glen Oaks, NY, USA
- Department of Psychiatry and Molecular Medicine, Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Samuele Cortese
- Centre for Innovation in Mental Health, University of Southampton, Southampton, UK
- DiMePRe-J-Department of Precision and Regenerative Medicine-Jonic Area, University "Aldo Moro", Bari, Italy
- Clinical and Experimental Sciences (CNS and Psychiatry), Faculty of Medicine, University of Southampton, Southampton, UK
- Child and Adolescent Mental Health Services, Solent NHS Trust, Southampton, UK
- Hassenfeld Children's Hospital at NYU Langone, New York University Child Study Center, New York, NY, USA
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Scognamiglio S, Aljohani YM, Olson TT, Forcelli PA, Dezfuli G, Kellar KJ. Restoration of norepinephrine release, cognitive performance, and dendritic spines by amphetamine in aged rat brain. Aging Cell 2024; 23:e14087. [PMID: 38332648 PMCID: PMC11019150 DOI: 10.1111/acel.14087] [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: 11/10/2023] [Revised: 01/03/2024] [Accepted: 01/05/2024] [Indexed: 02/10/2024] Open
Abstract
Age-related dysfunctions in specific neurotransmitter systems likely play an important role in cognitive decline even in its most subtle forms. Therefore, preservation or improvement of cognition via augmentation of neurotransmission is a potential therapeutic strategy to prevent further cognitive deficits. Here we identified a particular neuronal vulnerability in the aged Fischer 344 rat brain, an animal model of neurocognitive aging. Specifically, we demonstrated a marked impairment in glutamate-stimulated release of norepinephrine (NE) in the hippocampus and cerebral cortex of aged rats, and established that this release was mediated by N-methyl-D-aspartate (NMDA) receptors. Further, we also demonstrated that this decrease in NE release is fully rescued by the psychostimulant drug amphetamine (AMPH). Moreover, we showed that AMPH increases dendritic spine maturation, and importantly shows preclinical efficacy in restoring memory deficits in the aged rat through its actions to potentiate NE neurotransmission at β-adrenergic receptors. Taken together, our results suggest that deficits in glutamate-stimulated release of NE may contribute to and possibly be a determinant of neuronal vulnerability underlying cognitive decline during aging, and that these deficits can be corrected with currently available drugs. Overall these studies suggest that repurposing of psychostimulants for age-associated cognitive deficits is a potential avenue to delay or prevent cognitive decline and/or frank dementia later in life.
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Affiliation(s)
- Serena Scognamiglio
- Department of Pharmacology & PhysiologyGeorgetown University Medical CenterWashington, DCUSA
| | - Yousef M. Aljohani
- Department of Pharmacology & PhysiologyGeorgetown University Medical CenterWashington, DCUSA
| | - Thao T. Olson
- Department of Pharmacology & PhysiologyGeorgetown University Medical CenterWashington, DCUSA
| | - Patrick A. Forcelli
- Department of Pharmacology & PhysiologyGeorgetown University Medical CenterWashington, DCUSA
| | - Ghazaul Dezfuli
- Department of Pharmacology & PhysiologyGeorgetown University Medical CenterWashington, DCUSA
| | - Kenneth J. Kellar
- Department of Pharmacology & PhysiologyGeorgetown University Medical CenterWashington, DCUSA
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Masiran R, Ilias MNA, Yubbu P. Methylphenidate-associated chest pain in a child. BMJ Case Rep 2023; 16:e255187. [PMID: 38011950 PMCID: PMC10685918 DOI: 10.1136/bcr-2023-255187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2023] Open
Abstract
A young child was diagnosed with autism spectrum disorder with comorbid attention-deficit/hyperactivity disorder. His hyperactivity, impulsivity and absence of awareness towards danger increased his risk of harm and hence methylphenidate was indicated. Unfortunately, he developed chest pain eight months after the treatment initiation. We then stopped the stimulant and changed his treatment to atomoxetine, after which he no longer had chest pain. In the following illustrated case, we will discuss the cardiac side effect of methylphenidate.
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Affiliation(s)
- Ruziana Masiran
- Department of Psychiatry, Faculty of Medicine & Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
- Department of Psychiatry, Hospital Sultan Abdul Aziz Shah, Serdang, Selangor, Malaysia
| | | | - Putri Yubbu
- Department of Psychiatry, Faculty of Medicine & Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
- Pediatric Cardiology Unit, Hospital Serdang, Serdang, Selangor, Malaysia
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