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Garcia-Ceja E, Stautland A, Riegler MA, Halvorsen P, Hinojosa S, Ochoa-Ruiz G, Berle JO, Førland W, Mjeldheim K, Oedegaard KJ, Jakobsen P. OBF-Psychiatric, a motor activity dataset of patients diagnosed with major depression, schizophrenia, and ADHD. Sci Data 2025; 12:32. [PMID: 39779688 PMCID: PMC11711611 DOI: 10.1038/s41597-025-04384-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 01/02/2025] [Indexed: 01/11/2025] Open
Abstract
Mental health is vital to human well-being, and prevention strategies to address mental illness have a significant impact on the burden of disease and quality of life. With the recent developments in body-worn sensors, it is now possible to continuously collect data that can be used to gain insights into mental health states. This has the potential to optimize psychiatric assessment, thereby improving patient experiences and quality of life. However, access to high-quality medical data for research purposes is limited, especially regarding diagnosed psychiatric patients. To this extent, we present the OBF-Psychiatric dataset which comprises motor activity recordings of patients with bipolar and unipolar major depression, schizophrenia, and ADHD (attention deficit hyperactivity disorder). The dataset also contains data from a clinical sample diagnosed with various mood and anxiety disorders, as well as a healthy control group, making it suitable for building machine learning models and other analytical tools. It contains recordings from 162 individuals totalling 1565 days worth of motor activity data with a mean of 9.6 days per individual.
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Affiliation(s)
- Enrique Garcia-Ceja
- Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, 64849, Mexico.
| | - Andrea Stautland
- University of Bergen, Department of Clinical Medicine, Bergen, 5009, Norway
| | | | | | - Salvador Hinojosa
- Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, 64849, Mexico
| | - Gilberto Ochoa-Ruiz
- Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, 64849, Mexico
| | - Jan O Berle
- Independent Researcher, Nesttun, 5221, Norway
| | | | | | - Ketil Joachim Oedegaard
- University of Bergen, Department of Clinical Medicine, Bergen, 5009, Norway
- Haukeland University Hospital, Division of Psychiatry, Bergen, 5021, Norway
| | - Petter Jakobsen
- University of Bergen, Department of Clinical Medicine, Bergen, 5009, Norway.
- Haukeland University Hospital, Division of Psychiatry, Bergen, 5021, Norway.
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Chuang CF, Phan TN, Fan CH, Vo Le TT, Yeh CK. Advancements in ultrasound-mediated drug delivery for central nervous system disorders. Expert Opin Drug Deliv 2025; 22:15-30. [PMID: 39625732 DOI: 10.1080/17425247.2024.2438188] [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: 09/09/2024] [Accepted: 12/02/2024] [Indexed: 12/06/2024]
Abstract
INTRODUCTION Central nervous system (CNS) disorders present major therapeutic challenges due to the presence of the blood - brain barrier (BBB) and disease heterogeneity. The BBB impedes most therapeutic agents, which restricts conventional treatments. Focused ultrasound (FUS) -assisted delivery offers a novel solution by temporarily disrupting the BBB and thereby enhancing drug delivery to the CNS. AREAS COVERED This review outlines the fundamental principles of FUS-assisted drug delivery technology, with an emphasis on its role in enhancing the spatial precision of therapeutic interventions and its molecular effects on the cellular composition of the BBB. Recent promising clinical studies are surveyed, and a comparative analysis of current US-assisted delivery system is provided. Additionally, the latest advancements and challenges of this technology are discussed. EXPERT OPINION FUS-mediated drug delivery shows promise, but the clinical translation of research findings is challenging. Key issues include safety, dosage optimization, and balancing efficacy with the risk of tissue damage. Continued research is crucial to address these challenges and bridge the gap between preclinical and clinical applications, and could transform treatments of CNS disorders.
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Affiliation(s)
- Chi-Fen Chuang
- Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu, Taiwan
| | - Thi-Nhan Phan
- Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu, Taiwan
| | - Ching-Hsiang Fan
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, Taiwan
- Medical Device Innovation Center, National Cheng Kung University, Tainan, Taiwan
| | - Thanh-Thuy Vo Le
- Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu, Taiwan
| | - Chih-Kuang Yeh
- Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu, Taiwan
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Hammar Å, Ronold EH, Spurkeland MA, Ueland R, Kessler U, Oedegaard KJ, Oltedal L. Improvement of persistent impairments in executive functions and attention following electroconvulsive therapy in a case control longitudinal follow up study. BMC Psychiatry 2024; 24:832. [PMID: 39567961 PMCID: PMC11577909 DOI: 10.1186/s12888-024-06270-5] [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: 09/02/2024] [Accepted: 11/08/2024] [Indexed: 11/22/2024] Open
Abstract
BACKGROUND How cognition is influenced by electroconvulsive treatment (ECT) and major depressive disorder (MDD) is still debated. The development and etiology of neurocognitive impairment in MDD were examined by investigating the cognitive profile following ECT related to the state, scar, and trait perspectives, with the former predicting improvements parallel with depressive symptoms, while the two latter expected persisting impairments. Executive functions (EF) and attention are central to cognition and alterations in these functions could influence other domains like memory. The main aims of the present study were to examine the short and long-term effects of ECT on EF and attention in patients with major depressive disorder by exploiting the rapid antidepressant effect of this treatment. METHODS A case-control longitudinal follow-up design was used to investigate the effects of unilateral brief-pulse ECT on EF and attention in patients with depression (n = 36) compared to untreated healthy controls (n = 16). EF and attention were measured pre-treatment, approximately two weeks, and six months post-treatment. RESULTS The patient group showed significantly worse performance on most tests compared to healthy controls pre-treatment, and no short- or long-term worsening of EF and attention following ECT was found. Significant improvement was identified in patients' attention, processing speed and inhibition after ECT. CONCLUSIONS The present study showed that there was no cognitive worsening after ECT treatment. An improvement in several of the tests measuring inhibition, attention, and processing speed was parallel to symptom reduction, with the former showing associations to symptom change, suggesting state-related effects from improved mood. Still, the patient group performed significantly worse on most measures both pre-treatment and at the short and long-term follow-ups, indicating prevailing trait or scar effects on cognitive functions and potential lack of practice effects. CLINICAL TRIAL NUMBER NCT04348825 (14.04.20).
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Affiliation(s)
- Åsa Hammar
- Department of Biological and Medical Psychology, University of Bergen, Alrek helseklynge Årstadveien 17, Bergen, 5020, Norway
- Department of Clinical Sciences Lund, Psychiatry, Faculty of Medicine, Lund University, Lund, Sweden
- Office for Psychiatry and Habilitation, Psychiatry Research Skåne, Region Skåne, Sweden
| | - Eivind Haga Ronold
- Department of Biological and Medical Psychology, University of Bergen, Alrek helseklynge Årstadveien 17, Bergen, 5020, Norway.
| | - Malene Alden Spurkeland
- Department of Biological and Medical Psychology, University of Bergen, Alrek helseklynge Årstadveien 17, Bergen, 5020, Norway
| | - Rita Ueland
- Department of Biological and Medical Psychology, University of Bergen, Alrek helseklynge Årstadveien 17, Bergen, 5020, Norway
| | - Ute Kessler
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Ketil J Oedegaard
- Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Leif Oltedal
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- Mohn Medical Imaging and Visualization Centre, Department of Radiology, Haukeland University Hospital, Bergen, Norway
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Wang X, Hu S, Ouyang S, Pan X, Fu Y, Chen X, Wu S. TsMS combined with EA promotes functional recovery and axonal regeneration via mediating the miR-539-5p/Sema3A/PlexinA1 signalling axis in sciatic nerve-injured rats. Neurosci Lett 2024; 824:137691. [PMID: 38373630 DOI: 10.1016/j.neulet.2024.137691] [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: 11/15/2023] [Revised: 02/10/2024] [Accepted: 02/16/2024] [Indexed: 02/21/2024]
Abstract
Enhancing axonal regeneration is one of the most important processes in treating nerve injuries. Both magnetic and electrical stimulation have the effect of promoting nerve axon regeneration. But few study has investigated the effects of trans-spinal magnetic stimulation (TsMS) combined with electroacupuncture (EA) on nerve regeneration in rats with sciatic nerve injury. In this study, we compared the improvement of neurological function in rats with sciatic nerve crush injuries after 4 weeks of different interventions (EA, TsMS, or TsMS combined with EA). We further explored the morphological and molecular biological alterations following sciatic nerve injury by HE, Masson, RT-PCR, western blotting, immunofluorescence staining and small RNA transcriptome sequencing. The results showed that TsMS combined with EA treatment significantly promoted axonal regeneration, increased the survival rate of neurons, and suppressed denervation atrophy of the gastrocnemius muscle. Subsequent experiments suggested that the combination treatment may play an active role by mediating the miR-539-5p/Sema3A/PlexinA1 signaling axis.
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Affiliation(s)
- Xianbin Wang
- Affiliated Hospital of Guizhou Medical University, 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, China; Guizhou Medical University, 9 Beijing Street, Yunyan District, Guiyang, Guizhou, China
| | - Shouxing Hu
- Guizhou Medical University, 9 Beijing Street, Yunyan District, Guiyang, Guizhou, China
| | - Shuai Ouyang
- Guizhou Medical University, 9 Beijing Street, Yunyan District, Guiyang, Guizhou, China
| | - Xiao Pan
- Guizhou Medical University, 9 Beijing Street, Yunyan District, Guiyang, Guizhou, China
| | - Yingxue Fu
- Guizhou Medical University, 9 Beijing Street, Yunyan District, Guiyang, Guizhou, China
| | - Xingyu Chen
- Guizhou Medical University, 9 Beijing Street, Yunyan District, Guiyang, Guizhou, China
| | - Shuang Wu
- Affiliated Hospital of Guizhou Medical University, 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, China; Guizhou Medical University, 9 Beijing Street, Yunyan District, Guiyang, Guizhou, China.
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