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Mental health-related conversations on social media and crisis episodes: a time-series regression analysis. Sci Rep 2020; 10:1342. [PMID: 32029754 PMCID: PMC7005283 DOI: 10.1038/s41598-020-57835-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 01/07/2020] [Indexed: 01/19/2023] Open
Abstract
We aimed to investigate whether daily fluctuations in mental health-relevant Twitter posts are associated with daily fluctuations in mental health crisis episodes. We conducted a primary and replicated time-series analysis of retrospectively collected data from Twitter and two London mental healthcare providers. Daily numbers of ‘crisis episodes’ were defined as incident inpatient, home treatment team and crisis house referrals between 2010 and 2014. Higher volumes of depression and schizophrenia tweets were associated with higher numbers of same-day crisis episodes for both sites. After adjusting for temporal trends, seven-day lagged analyses showed significant positive associations on day 1, changing to negative associations by day 4 and reverting to positive associations by day 7. There was a 15% increase in crisis episodes on days with above-median schizophrenia-related Twitter posts. A temporal association was thus found between Twitter-wide mental health-related social media content and crisis episodes in mental healthcare replicated across two services. Seven-day associations are consistent with both precipitating and longer-term risk associations. Sizes of effects were large enough to have potential local and national relevance and further research is needed to evaluate how services might better anticipate times of higher risk and identify the most vulnerable groups.
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Kramer L, Sander C, Bertsch K, Gescher DM, Cackowski S, Hegerl U, Herpertz SC. EEG-vigilance regulation in Borderline Personality Disorder. Int J Psychophysiol 2019; 139:10-17. [PMID: 30796933 DOI: 10.1016/j.ijpsycho.2019.02.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 12/05/2018] [Accepted: 02/15/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND Borderline Personality Disorder (BPD) is characterized by emotional instability, impulsivity, disturbed cognition, sleeplessness and states of high inner tension. Altered arousal regulation which is regarded as a higher domain of functioning according to the research domain criteria of the NIMH and which has previously been reported in several psychiatric disorders, such as mania or major depression could be involved in these features of BPD. METHODS 40 unmedicated patients with BPD and 42 matched healthy volunteers participated in a twenty minute resting-state EEG measurement with closed eyes. EEG-vigilance regulation was assessed with VIGALL2.0 (Vigilance Algorithm Leipzig), which allows a classification of consecutive 1-s segments in different vigilance stages ranging from high alertness/relaxed wakefulness (stages 0, A1, A2, A3) to drowsiness (B1, B2/3) and sleep onset (C). RESULTS Across 20 min, both groups showed a similar decline from higher to lower vigilance stages, but patients with BPD remained in higher stages of vigilance compared to healthy volunteers across the whole measurement (p = .013). Contrary to this, pre-experimental ratings indicated enhanced subjective sleepiness but no differences in self-reported sleep quantity in the previous night in patients with BPD compared to healthy volunteers. CONCLUSIONS The results of an elevated arousal regulation (in combination with increased subjective sleepiness) might reflect several symptoms, such as aversive inner tension and impoverished sense of self in patients with BPD. As arousal is linked to the noradrenergic system, further investigations in this field seem to be promising.
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Affiliation(s)
- Lucas Kramer
- Department of General Psychiatry, Center of Psychosocial Medicine, University of Heidelberg, Germany.
| | - Christian Sander
- Department of Psychiatry and Psychotherapy, University of Leipzig, Germany
| | - Katja Bertsch
- Department of General Psychiatry, Center of Psychosocial Medicine, University of Heidelberg, Germany
| | - Dorothee Maria Gescher
- Department of General Psychiatry, Center of Psychosocial Medicine, University of Heidelberg, Germany
| | - Sylvia Cackowski
- Department of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health, Mannheim, Germany
| | - Ulrich Hegerl
- Department of Psychiatry and Psychotherapy, University of Leipzig, Germany
| | - Sabine C Herpertz
- Department of General Psychiatry, Center of Psychosocial Medicine, University of Heidelberg, Germany
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Hegerl U, Mergl R, Sander C, Dietzel J, Bitter I, Demyttenaere K, Gusmão R, González-Pinto A, Zorrilla I, Alocén AG, Sola VP, Vieta E, Juckel G, Zimmermann US, Bauer M, Sienaert P, Quintão S, Edel MA, Bolyos C, Ayuso-Mateos JL, López-García P, Kluge M. A multi-centre, randomised, double-blind, placebo-controlled clinical trial of methylphenidate in the initial treatment of acute mania (MEMAP study). Eur Neuropsychopharmacol 2018; 28:185-194. [PMID: 29174864 DOI: 10.1016/j.euroneuro.2017.11.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Revised: 09/19/2017] [Accepted: 11/03/2017] [Indexed: 11/29/2022]
Abstract
UNLABELLED Based on many clinical and preclinical findings the 'vigilance regulation model of mania' postulates that an unstable regulation of wakefulness is a pathogenetic factor in both mania and Attention Deficit Hyperactivity Disorder (ADHD) and induces hyperactivity and sensation seeking as an autoregulatory attempt to stabilize wakefulness. Accordingly, stimulant medications with their vigilance stabilizing properties could have rapid antimanic effects similar to their beneficial effects in ADHD. The MEMAP study - a multi-center, double-blind, placebo-controlled and randomized clinical trial (RCT) - assessed the antimanic efficacy and safety of a 2.5-day treatment with methylphenidate (20-40mg/day). Of 157 screened patients with acute mania, 42 were randomly assigned to receive 20-40mg per day of methylphenidate in one or two applications, or placebo. The primary outcome was the change in Young Mania Rating Scale (YMRS) sum scores from baseline to day 2.5 in the methylphenidate group compared to the placebo group. A group sequential design was chosen to justify early RCT termination based on efficacy or futility at an interim analysis after inclusion of 40 patients. In the interim analysis, the change from baseline in the YMRS total score at day 2.5 was not significantly different between both groups (F(1,37)=0.23; p=0.64). Thus, futility was declared for methylphenidate and the RCT was stopped. In summary, although methylphenidate was well tolerated and safe in the full analysis set, it failed to show efficacy in the treatment of acute mania. TRIAL REGISTRATION clinicaltrials.gov (URL: http://www.clinicaltrials.gov; registration number: NCT01541605).
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Affiliation(s)
- Ulrich Hegerl
- Department of Psychiatry and Psychotherapy, University Hospital Leipzig, Leipzig, Germany.
| | - Roland Mergl
- Department of Psychiatry and Psychotherapy, University Hospital Leipzig, Leipzig, Germany
| | - Christian Sander
- Department of Psychiatry and Psychotherapy, University Hospital Leipzig, Leipzig, Germany
| | - Jens Dietzel
- Department of Psychiatry and Psychotherapy, University Hospital Leipzig, Leipzig, Germany
| | - Istvan Bitter
- Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary
| | | | - Ricardo Gusmão
- Departamento de Psiquiatria, Hospital de Egas Moniz, Centro Hospitalar de Lisboa Ocidental, Lisbon, Portugal; ISPUP, Instituto de Saúde Pública, Universidade do Porto, Porto, Portugal
| | - Ana González-Pinto
- Department of Psychiatry, Hospital Santiago Apostol, Vitoria, Spain; Centro de Investigación Biomédica en Red de Salud Mental. CIBERSAM, Madrid, Spain
| | - Iñaki Zorrilla
- Department of Psychiatry, Hospital Santiago Apostol, Vitoria, Spain; Centro de Investigación Biomédica en Red de Salud Mental. CIBERSAM, Madrid, Spain
| | - Adriana García Alocén
- Department of Psychiatry, Hospital Santiago Apostol, Vitoria, Spain; Centro de Investigación Biomédica en Red de Salud Mental. CIBERSAM, Madrid, Spain
| | - Victor Perez Sola
- Centro de Investigación Biomédica en Red de Salud Mental. CIBERSAM, Madrid, Spain; Department of Psychiatry, Hospital del Mar, Barcelona, Spain
| | - Eduard Vieta
- Centro de Investigación Biomédica en Red de Salud Mental. CIBERSAM, Madrid, Spain; Department of Psychiatry, Hospital Clinic, University of Barcelona, IDIBAPS, Barcelona, Spain
| | - Georg Juckel
- Department of Psychiatry and Psychotherapy, University of Bochum, Bochum, Germany
| | - Ulrich S Zimmermann
- Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany
| | - Michael Bauer
- Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany
| | | | - Sónia Quintão
- Departamento de Psiquiatria, Hospital de Egas Moniz, Centro Hospitalar de Lisboa Ocidental, Lisbon, Portugal; ISPUP, Instituto de Saúde Pública, Universidade do Porto, Porto, Portugal
| | - Marc-Andreas Edel
- Department of Psychiatry and Psychotherapy, University of Bochum, Bochum, Germany
| | - Csilla Bolyos
- Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary
| | - Jose Luis Ayuso-Mateos
- Centro de Investigación Biomédica en Red de Salud Mental. CIBERSAM, Madrid, Spain; Department of Psychiatry, Universidad Autonoma de Madrid, Madrid, Spain; Instituto de Investigación Sanitaria Princesa (IP), Madrid, Spain
| | - Pilar López-García
- Centro de Investigación Biomédica en Red de Salud Mental. CIBERSAM, Madrid, Spain; Department of Psychiatry, Universidad Autonoma de Madrid, Madrid, Spain; Instituto de Investigación Sanitaria Princesa (IP), Madrid, Spain
| | - Michael Kluge
- Department of Psychiatry and Psychotherapy, University Hospital Leipzig, Leipzig, Germany
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Abstract
Several international guidelines indicate stimulants, including methylphenidate (MPH), amphetamines and derivatives, modafinil, and armodafinil among the second-third-line choices for bipolar depression. Efficacy of stimulants has been also reported for the management of residual depressive symptoms such as fatigue and sleepiness and for the management of affective, cognitive, and behavioral symptoms in children and adult bipolar patients with comorbid ADHD. Few case reports show positive results with MPH in the treatment of resistant mania. Finally, MPH might be an option in some bipolar forms observed in psychiatric presentations of frontotemporal dementia and traumatic brain injury. In spite of these preliminary observations, the use of stimulants in bipolar patients is still controversial. Potential of misuse and abuse and mood destabilization with induction of (hypo)manic switches, mixed states, and rapid cycling are the concerns most frequently reported. Our aims are to summarize available literature on this topic and discuss practical management implications.
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Sander C, Hensch T, Wittekind DA, Böttger D, Hegerl U. Assessment of Wakefulness and Brain Arousal Regulation in Psychiatric Research. Neuropsychobiology 2016; 72:195-205. [PMID: 26901462 DOI: 10.1159/000439384] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Accepted: 08/11/2015] [Indexed: 11/19/2022]
Abstract
During the last few decades, much knowledge has been gained about sleep being a heterogeneous condition with several distinct sleep stages that represent fundamentally different physiological states. The same applies for the wake state which also comprises distinct global functional states (called vigilance stages). However, various terms and concepts have been introduced describing different aspects of wakefulness, and accordingly several methods of assessment exist, e.g. sleep laboratory assessments (Multiple Sleep Latency Test, Maintenance of Wakefulness Test), questionnaires (Epworth Sleepiness Scale, Karolinska Sleepiness Scale), behavioural tasks (Psychomotor Vigilance Test) or electroencephalography (EEG)-based assessments (Alpha Attenuation Test, Karolinska Drowsiness Test). Furthermore, several theoretical concepts about the regulation of sleep and wakefulness have been put forward, and physiological correlates have been identified. Most relevant for healthy functioning is the regulation of brain arousal and the adaption of wakefulness to the environmental and situational needs so that the optimal balance between energy conservation and responsiveness can be obtained. Since one approach to the assessment of brain arousal regulation is the classification of EEG vigilance stages, a computer-based algorithm (Vigilance Algorithm Leipzig) has been introduced, allowing classification of EEG vigilance stages in EEG recordings under resting conditions. The time course of EEG vigilance stages in EEGs of 15-20 min duration allows estimation of the individual arousal regulation (hyperstable, adaptive, or unstable vigilance pattern). The vigilance model of affective disorders and attention-deficit/hyperactivity disorder links a disturbed arousal regulation to the pathogenesis of psychiatric disorders and accordingly helps to explain and possibly also predict treatment effects of pharmacological and non-pharmacological interventions for these conditions.
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Jawinski P, Sander C, Mauche N, Spada J, Huang J, Schmidt A, Häntzsch M, Burkhardt R, Scholz M, Hegerl U, Hensch T. Brain Arousal Regulation in Carriers of Bipolar Disorder Risk Alleles. Neuropsychobiology 2016; 72:65-73. [PMID: 26509803 DOI: 10.1159/000437438] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Accepted: 07/06/2015] [Indexed: 11/19/2022]
Abstract
OBJECTIVES Recent genome-wide association studies identified a number of chromosomal risk loci for bipolar disorder (BD, 'manic-depressive illness'). According to the vigilance regulation model, the regulation of brain arousal (referred to as 'vigilance') when assessed via EEG is an emerging biomarker linked to the pathogenesis of manic and depressive episodes. On this basis, the present study aimed to assess whether carriers of BD risk alleles differ in brain arousal regulation. METHODS Healthy participants of the population-based Leipzig Health Care Study (LIFE) underwent a 20-min eyes-closed resting EEG paradigm. Brain arousal was assessed applying the computer-based Vigilance Algorithm Leipzig (VIGALL). The primary sample (n = 540) was genotyped for ten of the most reliable BD risk variants, of which two qualified for replication (n = 509). RESULTS Primary sample analyses revealed Bonferroni-adjusted significance for rs1006737 in CACNA1C (encoding a calcium channel subunit), with risk allele carriers exhibiting relatively steep brain arousal declines. Further, carriers of two risk alleles of rs472913 at 1p32.1 showed generally lower brain arousal levels for the duration of the resting paradigm. However, both associations failed replication. CONCLUSION Although our initial findings are in line with the vigilance regulation model and convincing in view of the previously reported notable role of ion channelopathies in BD, our results do not provide consistent evidence for a link between BD risk variants and brain arousal regulation. Several between-sample differences may account for this inconsistency. The molecular genetics of brain arousal regulation remain to be clarified.
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Affiliation(s)
- Philippe Jawinski
- LIFE - Leipzig Research Centre for Civilization Diseases, Leipzig, Germany
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Konstantakopoulos G, Dimitrakopoulos S, Michalopoulou PG. Drugs under early investigation for the treatment of bipolar disorder. Expert Opin Investig Drugs 2015; 24:477-90. [DOI: 10.1517/13543784.2015.1019061] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- George Konstantakopoulos
- 1University of Athens, Eginition Hospital, First Department of Psychiatry, 72-74 Vas. Sofias Avenue, 11528, Athens, Greece ;
- 2Institute of Psychiatry, Psychology and Neuroscience, King’s College London, Department of Psychosis Studies, London, UK
| | - Stefanos Dimitrakopoulos
- 1University of Athens, Eginition Hospital, First Department of Psychiatry, 72-74 Vas. Sofias Avenue, 11528, Athens, Greece ;
| | - Panayiota G Michalopoulou
- 2Institute of Psychiatry, Psychology and Neuroscience, King’s College London, Department of Psychosis Studies, London, UK
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Hyperactivity and sensation seeking as autoregulatory attempts to stabilize brain arousal in ADHD and mania? ACTA ACUST UNITED AC 2014; 6:159-73. [PMID: 24997891 DOI: 10.1007/s12402-014-0144-z] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2014] [Accepted: 06/16/2014] [Indexed: 02/07/2023]
Abstract
Hypoarousal as indicated by skin conductance and electroencephalography (EEG) has been discussed as a pathogenetic factor in attention-deficit/hyperactivity disorder (ADHD). The aim of this paper was to review these arousal-related pathogenetic concepts and to present the more recently proposed vigilance regulation model of affective disorders and ADHD. The latter builds on methodological advances in classifying short EEG segments into vigilance stages (Vigilance Algorithm Leipzig, VIGALL), indicating different states of global brain function ("brain arousal"). VIGALL allows the objective assessment of vigilance regulation under defined conditions, e.g. how fast vigilance declines to lower vigilance stages associated with drowsiness during 15-20-min EEG recordings under resting conditions with eyes closed. According to the vigilance regulation model, the hyperactivity and sensation seeking observed in overtired children, ADHD and mania may be interpreted as an autoregulatory attempt to create a stimulating environment in order to stabilize vigilance. The unstable regulation of vigilance observed in both mania and ADHD may thus explain the attention deficits, which become especially prominent in monotonous sustained attention tasks. Among the arguments supporting the vigilance regulation model are the facts that destabilizing vigilance (e.g., via sleep deprivation) can trigger or exacerbate symptoms of ADHD or mania, whereas stabilizing vigilance (e.g., via psychostimulants, reducing sleep deficits) alleviates these symptoms. The potential antimanic effects of methylphenidate are presently being studied in an international randomized controlled trial. We propose vigilance regulation as a converging biomarker, which could be useful for identifying treatment responders to psychostimulants and forming pathophysiologically more homogeneous ADHD subgroups for research purposes.
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