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1.
J Neural Eng ; 21(4)2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38975787

ABSTRACT

Objective. This research aims to reveal how the synergistic control of upper limb muscles adapts to varying requirements in complex motor tasks and how expertise shapes the motor modules.Approach. We study the muscle synergies of a complex, highly skilled and flexible task-piano playing-and characterize expertise-related muscle-synergy control that permits the experts to effortlessly execute the same task at different tempo and force levels. Surface EMGs (28 muscles) were recorded from adult novice (N= 10) and expert (N= 10) pianists as they played scales and arpeggios at different tempo-force combinations. Muscle synergies were factorized from EMGs.Main results. We found that experts were able to cover both tempo and dynamic ranges using similar synergy selections and achieved better performance, while novices altered synergy selections more to adapt to the changing tempi and keystroke intensities compared with experts. Both groups relied on fine-tuning the muscle weights within specific synergies to accomplish the different task styles, while the experts could tune the muscles in a greater number of synergies, especially when changing the tempo, and switch tempo over a wider range.Significance. Our study sheds light on the control mechanism underpinning expertise-related motor flexibility in highly skilled motor tasks that require decade-long training. Our results have implications on musical and sports training, as well as motor prosthetic design.


Subject(s)
Movement , Muscle, Skeletal , Upper Extremity , Humans , Muscle, Skeletal/physiology , Male , Adult , Female , Young Adult , Movement/physiology , Upper Extremity/physiology , Motor Skills/physiology , Music , Psychomotor Performance/physiology , Electromyography/methods
2.
Dialogues Clin Neurosci ; 26(1): 38-52, 2024.
Article in English | MEDLINE | ID: mdl-38963341

ABSTRACT

INTRODUCTION: One major challenge in developing personalised repetitive transcranial magnetic stimulation (rTMS) is that the treatment responses exhibited high inter-individual variations. Brain morphometry might contribute to these variations. This study sought to determine whether individual's brain morphometry could predict the rTMS responders and remitters. METHODS: This was a secondary analysis of data from a randomised clinical trial that included fifty-five patients over the age of 60 with both comorbid depression and neurocognitive disorder. Based on magnetic resonance imaging scans, estimated brain age was calculated with morphometric features using a support vector machine. Brain-predicted age difference (brain-PAD) was computed as the difference between brain age and chronological age. RESULTS: The rTMS responders and remitters had younger brain age. Every additional year of brain-PAD decreased the odds of relieving depressive symptoms by ∼25.7% in responders (Odd ratio [OR] = 0.743, p = .045) and by ∼39.5% in remitters (OR = 0.605, p = .022) in active rTMS group. Using brain-PAD score as a feature, responder-nonresponder classification accuracies of 85% (3rd week) and 84% (12th week), respectively were achieved. CONCLUSION: In elderly patients, younger brain age appears to be associated with better treatment responses to active rTMS. Pre-treatment brain age models informed by morphometry might be used as an indicator to stratify suitable patients for rTMS treatment. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: ChiCTR-IOR-16008191.


Subject(s)
Brain , Magnetic Resonance Imaging , Transcranial Magnetic Stimulation , Humans , Transcranial Magnetic Stimulation/methods , Male , Female , Aged , Brain/pathology , Middle Aged , Magnetic Resonance Imaging/methods , Treatment Outcome , Cognition Disorders/therapy , Depression/therapy , Age Factors , Predictive Value of Tests
3.
Hum Brain Mapp ; 43(18): 5579-5592, 2022 12 15.
Article in English | MEDLINE | ID: mdl-35912517

ABSTRACT

Image-guided repetitive transcranial magnetic stimulation (rTMS) has shown clinical effectiveness in senior adults with co-occurring depression and cognitive impairment, yet the imaging markers for predicting the treatment response are less investigated. In this clinical trial, we examined the efficacy and sustainability of 10 Hz rTMS for the treatment of depression and cognitive impairment in major neurocognitive disorder (NCD) patients and tested the predictive values of imaging-informed radiomic features in response to rTMS treatment. Fifty-five major NCD patients with depression were randomly assigned to receive a 3-week rTMS treatment of either active 10 Hz rTMS (n = 27) or sham rTMS (n = 28). Left dorsolateral prefrontal cortex (DLPFC) was the predefined treatment target. Based on individual structural magnetic resonance imaging scans, surface-based analysis was conducted to quantitatively measure the baseline radiomic features of left DLPFC. Severity of depression, global cognition and the serum brain-derived neurotrophic factor (BDNF) level were evaluated at baseline, 3-, 6- and 12-week follow-ups. Logistic regression analysis revealed that advanced age, higher baseline cognition and randomized group were associated with the remission of depression. Increased cortical thickness and gyrification in left DLPFC were the significant predictors of clinical remission and cognitive enhancement. A 3-week course of 10 Hz rTMS is an effective adjuvant treatment for rapid ameliorating depressive symptoms and enhancing cognitive function. Pre-treatment radiomic features of the stimulation target can predict the response to rTMS treatment in major NCD. Cortical thickness and folding of treatment target may serve as imaging markers to detect the responders. ChiCTR-IOR-16008191, registered on March 30, 2016.


Subject(s)
Cognitive Dysfunction , Depressive Disorder, Major , Adult , Humans , Transcranial Magnetic Stimulation/methods , Depressive Disorder, Major/diagnostic imaging , Depressive Disorder, Major/therapy , Prefrontal Cortex/physiology , Treatment Outcome
4.
Sci Rep ; 11(1): 1816, 2021 01 19.
Article in English | MEDLINE | ID: mdl-33469064

ABSTRACT

It is unknown if young medication-naïve bipolar II (BPII) depressed patients have increased white matter (WM) disruptions. 27 each of young (average 23 years) and treatment-naïve BPII depressed, unipolar depressed (UD) patients and age-sex-education matched healthy controls (HC) underwent 3 T MRIs with diffusion tensor imaging. Diagnostic ratings included Structured Clinical Interview for DSM Disorders (SCID), Montgomery-Åsberg Depression Rating Scale (MADRS), Young Mania Rating Scale (YMRS) and Hamilton Anxiety Rating Scale (HAM-A). Patients were clinically depressed (MADRS-BPII: 26.15 [SD9.25], UD: 25.56 [5.24], p = 0.86). Compared to UD, BPII had increased family bipolarity (BPII 13.6% vs UD 2.5%, p = 0.01, φc = 0.28), hypomanic symptoms (YMRS-BPII: 4.22 [4.24], UD: 1.33 [2], p = 0.02, d = 0.87), lifetime number of depressive episodes (BPII: 2.37 [1.23], UD: 1.44 [0.75], p = 0.02, d = 0.91), lifetime and current-year number of episodes (lifetime BPII: 50.85 [95.47], UD: 1.7 [1.03]; current-year BPII: 9.93 [16.29], UD: 1.11 [0.32], ps = 0.04, ds = 0.73-0.77) and longer illness duration (BPII: 4.96 years [3.96], UD: 2.99 [3.33], p = 0.15, d = 0.54). BPII showed no increased WM disruptions vs UD or HC in any of the 15 a priori WM tracts. UD had lower right superior longitudinal fasciculus (SLF) (temporal) axial diffusivity (AD) (1.14 vs 1.17 (BPII), 1.16 (HC); F = 6.93, 95% CI of [Formula: see text]: 0.00073, 5.22, ηp2 = 0.15). Principal component analysis followed by exploratory linear discriminant analysis showed that increased R-SLF (temporal) AD, YMRS and family bipolarity distinguished BPII from UD (81.5% sensitivity, 85.2% specificity) independent of episode number and frequency. Young, medication-naïve adults with BPII depression did not show the WM disruptions distinguishing more chronically ill BP patients from UD. These WM disruptions may therefore be partly attributable to illness chronicity. Longitudinal studies should examine the trajectory of WM changes in BPII and UD and predictive validity of these baseline clinical and imaging parameters.


Subject(s)
Bipolar Disorder/pathology , White Matter/pathology , Adult , Case-Control Studies , Diffusion Magnetic Resonance Imaging , Female , Humans , Male , White Matter/diagnostic imaging , Young Adult
5.
J Affect Disord ; 281: 949-957, 2021 02 15.
Article in English | MEDLINE | ID: mdl-33229019

ABSTRACT

BACKGROUND: Life Goals Programme (LGP) was developed as a psychological intervention for bipolar disorder, with its structured 6-session psychoeducation phase (Phase 1) targeting understanding of the disorder, medication adherence, early warning signs, and coping with symptoms and triggers. The present study tested the efficacy of Phase 1 of the LGP on symptom recovery and moment-by-moment mood stability, as well as medication adherence and quality of life. METHODS: Adults with bipolar disorder were randomly allocated to the LGP condition (six weekly group sessions) or the waitlist condition (six weeks of standard care, followed by the same LGP intervention). Participants were assessed before and after treatment, and at 6-month follow up. Waitlist participants were additionally assessed at baseline. Assessment included a clinical interview (SCID, MADRS, YMRS, and HAM-A), self-reported questionnaires, and 6-day experience sampling assessment on a mobile device. RESULTS: 64 out-patients with bipolar disorder (44 Bipolar I and 20 Bipolar II subtypes) participated in this study. LGP was well received and attended. Following LGP, there were significant improvements in knowledge about illness and level of anxiety, which were of large effect sizes and sustained at 6-month follow-up. Experience sampling assessment revealed small but significant improvements in moment-by-moment mood stability. Improvement in medication adherence was significant at 6 months and was of a moderate-to-large effect size. Changes in anxiety and mood stability were significantly greater following LGP than standard care. LIMITATIONS: Our results warrant further testing against active control. CONCLUSIONS: There was a robust improvement in emotional regulation following the 6-week LGP.


Subject(s)
Bipolar Disorder , Adult , Bipolar Disorder/drug therapy , Goals , Humans , Quality of Life , Surveys and Questionnaires
6.
J Gastroenterol Hepatol ; 35(7): 1130-1135, 2020 Jul.
Article in English | MEDLINE | ID: mdl-31734958

ABSTRACT

BACKGROUND AND AIM: A well-validated, comprehensive checklist of functional gastrointestinal (FGI) disorder (FGID) symptom severity for tracking symptom profile changes over time is lacking. We aim to develop and validate a comprehensive symptom severity checklist for FGID. METHODS: A 20-item scale, including both upper and lower gastrointestinal symptoms, was generated to measure the symptom severity commonly found in FGID. Patients who experienced at least monthly symptoms of FGID with negative endoscopy findings were invited to complete the FGI-Checklist, Patient Health Questionaire-9 for assessing depressive symptoms, and Patient Health Questionnaire-15 for assessing somatic symptoms at baseline. A subset of patients who met Rome III diagnostic criteria of gastroesophageal reflux disease, functional dyspepsia, and irritable bowel syndrome received medication treatment for 8-12 weeks and completed the FGI-Checklist again at a follow-up visit. Exploratory factor analysis was performed for subscales formation and psychometric properties were measured. RESULTS: Six hundred and forty-one patients were recruited for current study and 108 (16.8%) of them completed the FGI-Checklist again at follow-up. Exploratory factor analysis identified a five-factor solution accounting for 66.8% of the total variance. The five factors are named esophageal syndrome, reflux syndrome, functional dyspepsia syndrome, nausea and vomiting syndrome, and abdominal and bowel syndrome. The FGI-Checklist total score correlated with Patient Health Questionaire-9 and Patient Health Questionnaire-15 (all P < 0.001), which demonstrated good construct validity. Good item-internal consistency was found (Cronbach's alphas: 0.69-0.87). Responsiveness for reflux syndrome subscale, functional dyspepsia syndrome subscale, and abdominal and bowel syndrome subscale after medication treatment was significant (paired-t-test: all P < 0.01). CONCLUSION: The instrument, Checklist, is valid and reliable.


Subject(s)
Gastrointestinal Diseases/drug therapy , Gastrointestinal Diseases/physiopathology , Patient Reported Outcome Measures , Surveys and Questionnaires , Symptom Assessment/methods , Adult , Dyspepsia , Female , Gastroesophageal Reflux , Gastrointestinal Diseases/diagnosis , Gastrointestinal Diseases/psychology , Humans , Irritable Bowel Syndrome , Male , Middle Aged , Reproducibility of Results , Severity of Illness Index , Syndrome
7.
BJPsych Open ; 5(3): e44, 2019 May 23.
Article in English | MEDLINE | ID: mdl-31530307

ABSTRACT

BACKGROUND: Individuals with bipolar disorder respond to affective symptoms with a range of coping behaviours, which may further maintain the symptoms. AIMS: To examine moment-to-moment dynamics between affective states and coping behaviours, and to evaluate the role of cognitive appraisals of internal states as moderators. METHOD: Forty-six individuals with bipolar disorder completed a clinical interview and an experience sampling assessment over 6 days. Time-lagged analyses were conducted by multilevel regression modelling. RESULTS: A total of 1807 momentary entries were analysed. Negative affect predicted an increase in rumination at the subsequent time point (ß = 0.21, s.e. = 0.08, P = 0.009, 95% CI 0.05-0.36), and vice versa (ß = 0.03, s.e. = 0.01, P = 0.009, 95% CI 0.01-0.05). Positive affect predicted an increase in adaptive coping (ß = 0.26, s.e. = 0.11, P = 0.018, 95% CI 0.04-0.47), and vice versa (ß = 0.02, s.e. = 0.01, P = 0.019, 95% CI 0.00-0.03). Positive affect also predicted a decrease in rumination (ß = -0.15, s.e. = 0.06, P = 0.014, 95% CI -0.26 to -0.03), and vice versa (ß = -0.03, s.e. = 0.01, P = 0.016, 95% CI -0.06 to -0.01). Extreme cognitive appraisals predicted stronger associations between affective states and coping behaviours. CONCLUSIONS: Feedback loops between affective states and coping behaviours were revealed in the daily life of individuals with bipolar disorder, which were moderated by extreme cognitive appraisals. DECLARATION OF INTEREST: None.

8.
Neurogastroenterol Motil ; 31(11): e13696, 2019 11.
Article in English | MEDLINE | ID: mdl-31389109

ABSTRACT

BACKGROUND: It is unknown whether cognitive dysfunction found in patients with irritable bowel syndrome (IBS) was attributable to the different subtypes, ongoing pathophysiological processes, trait characteristics, or psychiatric comorbidity. METHODS: Forty Rome-III patients with IBS (20 diarrhea-predominant [IBS-D] and 20 constipation-predominant [IBS-C]) and 40 age-, sex-, education-matched healthy controls were systematically recruited and compared on their cognitive function with continuous performance test (CPT), Wisconsin Card Sorting Test (WCST) and emotional Stroop test. Beck Anxiety Inventory (BAI), Beck Depression Inventory-II (BDI-II), Patient Health Questionnaire-15 (PHQ-15) and a structured bowel symptom questionnaire were performed to measure anxiety, depressive, somatization, and bowel symptoms, respectively. Psychiatric diagnoses were ascertained with SCID-I (Structured Clinical Interview for DSM-IV Axis I Disorders). KEY RESULTS: Patients with IBS showed significantly increased standard deviation of reaction time (SDRT) (P = .003) on CPT, increased failure to maintain set (FMS) (P=.002), and percentage of perseverative errors (P = .003) on WCST. SDRT did not correlate with illness chronicity or bowel symptoms. FMS correlated with bowel symptom severity. In logistic regression models controlled for BAI, BDI-II, and PHQ-15, SDRT (AOR = 1.08, P = .025), but not FMS (P = .25) or percentage of perseverative errors (P = .24), significantly differentiated IBS from controls. Cognitive function was not significantly different between IBS-C and IBS-D (P > .05), or between pure IBS (n = 22) and IBS with generalized anxiety disorder (GAD) (n = 17) (P > .05). CONCLUSIONS & INFERENCES: Patients with IBS showed attentional and executive function impairment irrespective of subtypes but otherwise heterogeneous in terms of its state-trait correlations and overlap with anxiety comorbidity.


Subject(s)
Cognitive Dysfunction/epidemiology , Irritable Bowel Syndrome/complications , Anxiety/epidemiology , Attention/physiology , Comorbidity , Executive Function/physiology , Female , Humans , Male , Middle Aged
9.
J Gastroenterol Hepatol ; 34(10): 1736-1742, 2019 Oct.
Article in English | MEDLINE | ID: mdl-30891824

ABSTRACT

BACKGROUND AND AIM: Comorbid generalized anxiety disorder and irritable bowel syndrome are common and therapeutically challenging. We aimed to assess the effectiveness of electroacupuncture in relieving anxiety and bowel symptoms in Chinese adults with this form of comorbidity. METHODS: In a single-blind randomized sham-controlled trial, subjects with comorbid generalized anxiety disorder and irritable bowel syndrome were randomly assigned to receive 10 weekly sessions of electroacupuncture or sham electroacupuncture. Patients were assessed at baseline, immediately after intervention and at 6-week follow-up. Primary outcome was anxiety (7-item Patient Health Questionnaire section for anxiety). Secondary outcomes included bowel symptoms (bowel symptoms questionnaire), depressive symptoms (9-item Patient Health Questionnaire), somatic symptoms (15-item Patient Health Questionnaire), and health-related quality of life (EuroQol-5 Dimensions). RESULTS: Eighty subjects, 40 in each arm, were randomized. All but two in the sham group completed 10 weekly sessions. There was no significant difference in the proportion of patients experiencing significant (≥ 50%) reduction of anxiety symptoms between the two groups immediately after intervention (32.4% vs 21.6%, P = 0.06) and at 6-week follow-up (25.7% in electroacupuncture vs 27% in sham, P = 0.65). Anxiety, depressive symptom, and bowel symptom severity did not differ significantly between electroacupuncture and sham groups. CONCLUSIONS: Findings failed to support the effectiveness of electroacupuncture for comorbid generalized anxiety disorder and irritable bowel syndrome. Further studies are needed to identify effective acupuncture treatment protocols for such comorbidity.


Subject(s)
Anxiety Disorders/therapy , Electroacupuncture , Irritable Bowel Syndrome/therapy , Adult , Aged , Anxiety Disorders/diagnosis , Anxiety Disorders/epidemiology , Comorbidity , Electroacupuncture/adverse effects , Female , Hong Kong/epidemiology , Humans , Irritable Bowel Syndrome/diagnosis , Irritable Bowel Syndrome/epidemiology , Male , Middle Aged , Single-Blind Method , Time Factors , Treatment Failure
10.
Neurogastroenterol Motil ; 31(3): e13514, 2019 03.
Article in English | MEDLINE | ID: mdl-30450780

ABSTRACT

BACKGROUND: The current study aimed to model the moment-to-moment relationship between daily life stress, emotions, and bowel symptoms among patients with irritable bowel syndrome-diarrhea subtype (IBS-D) in the flow of daily life using a smartphone-based experience sampling method (ESM). METHODS: Patients with IBS-D (N = 27) and healthy controls (HC; N = 30) completed ESM ratings of their real-time daily life stress, which was defined as subjective stress related to daily activities, both positive and negative emotions, as well as bowel symptoms eight times a day for 14 consecutive days, following a baseline interview measuring bowel and mood symptoms. Moment-to-moment association between ESM variables was tested within and between groups using multilevel regression modeling. KEY RESULTS: Patients with IBS-D reported more severe bowel symptoms and lower positive affect than HCs, but levels of daily life stress and negative affect were comparable between groups. Time-lagged analysis of ESM data revealed that, among patients with IBS-D, daily life stress predicted a decrease in abdominal pain and urgency to defecation at a subsequent time point, whereas severity of bowel symptoms and occurrence of diarrhea predicted a subsequent increase in negative affect and daily life stress. The above associations were not found among HCs. CONCLUSIONS AND INFERENCES: ESM unveiled the dynamic relationship between bowel symptoms, stress, and emotionality. Patients with IBS-D responded to bowel symptoms with more stress and distress momentarily. Counter-intuitively, daily life activity stress appeared to ameliorate bowel symptoms, although a more rigorous study design is required to testify this claim. Psychological understanding of IBS-D is discussed.


Subject(s)
Diarrhea/psychology , Emotions , Irritable Bowel Syndrome/psychology , Smartphone , Stress, Psychological/psychology , Abdominal Pain/etiology , Abdominal Pain/psychology , Adolescent , Adult , Anxiety/etiology , Anxiety/psychology , Defecation , Depression/etiology , Depression/psychology , Diarrhea/etiology , Ecological Momentary Assessment , Female , Humans , Irritable Bowel Syndrome/complications , Male , Middle Aged , Self Report , Surveys and Questionnaires , Young Adult
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