Guilherme JM Lacerda , Kevin Pacheco-Barrios , Sara Pinto Barbosa , Lucas M Marques , Linamara Battistella , Felipe Fregni
{"title":"A neural signature for brain compensation in stroke with EEG and TMS: Insights from the DEFINE cohort study","authors":"Guilherme JM Lacerda , Kevin Pacheco-Barrios , Sara Pinto Barbosa , Lucas M Marques , Linamara Battistella , Felipe Fregni","doi":"10.1016/j.neucli.2024.102985","DOIUrl":"https://doi.org/10.1016/j.neucli.2024.102985","url":null,"abstract":"<div><h3>Objective</h3><p>This study aimed to explore the relationships between potential neurophysiological biomarkers and upper limb motor function recovery in stroke patients, specifically focusing on combining two neurophysiological markers: electroencephalography (EEG) and transcranial magnetic stimulation (TMS).</p></div><div><h3>Methods</h3><p>This cross-sectional study analyzed neurophysiological, clinical, and demographical data from 102 stroke patients from the DEFINE cohort. We searched for correlations of EEG and TMS measurements combined to build a prediction model for upper limb motor functionality, assessed by five outcomes, across five assessments: Fugl-Meyer Assessment (FMA), Handgrip Strength Test (HST), Finger Tapping Test (FTT), Nine-Hole Peg Test (9HPT), and Pinch Strength Test (PST).</p></div><div><h3>Results</h3><p>Our multivariate models agreed on a specific neural signature: higher EEG Theta/Alpha ratio in the frontal region of the lesioned hemisphere is associated with poorer motor outcomes, while increased MEP amplitude in the non-lesioned hemisphere correlates with improved motor function. These relationships are held across all five motor assessments, suggesting the potential of these neurophysiological measures as recovery biomarkers.</p></div><div><h3>Conclusion</h3><p>Our findings indicate a potential neural signature of brain compensation in which lower frequencies of EEG power are increased in the lesioned hemisphere, and lower corticospinal excitability is also increased in the non-lesioned hemisphere. We discuss the meaning of these findings in the context of motor recovery in stroke.</p></div>","PeriodicalId":19134,"journal":{"name":"Neurophysiologie Clinique/Clinical Neurophysiology","volume":"54 5","pages":"Article 102985"},"PeriodicalIF":2.7,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141541162","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jordan Labidi , Aude Warniez , Philippe Derambure , Thibaud Lebouvier , Florence Pasquier , Arnaud Delval , Nacim Betrouni
{"title":"Qualitative versus quantitative assessment of electroencephalography in cognitive decline: Comparison in a clinical population","authors":"Jordan Labidi , Aude Warniez , Philippe Derambure , Thibaud Lebouvier , Florence Pasquier , Arnaud Delval , Nacim Betrouni","doi":"10.1016/j.neucli.2024.102995","DOIUrl":"https://doi.org/10.1016/j.neucli.2024.102995","url":null,"abstract":"<div><p>This study aimed to compare the diagnostic performance of visual assessment of electroencephalography (EEG) using the Grand Total EEG (GTE) score and quantitative EEG (QEEG) using spectral analysis in the context of cognitive impairment.</p><p>This was a retrospective study of patients with mild cognitive impairment, with (MCI+V) or without (MCI) vascular dysfunction, and patients with dementia including Alzheimer's disease, Lewy Body Dementia and vascular dementia.</p><p>The results showed that the GTE is a simple scoring system with some potential applications, but limited ability to distinguish between dementia subtypes, while spectral analysis appeared to be a powerful tool, but its clinical development requires the use of artificial intelligence tools.</p></div>","PeriodicalId":19134,"journal":{"name":"Neurophysiologie Clinique/Clinical Neurophysiology","volume":"54 5","pages":"Article 102995"},"PeriodicalIF":3.0,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141428894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yun-Ru Lai , Wen-Chan Chiu , Chih-Cheng Huang , Ben-Chung Cheng , Chia-Te Kung , Ting Yin Lin , Hui Ching Chiang , Chia-Jung Tsai , Chien-Feng Kung , Cheng-Hsien Lu
{"title":"Longitudinal artificial intelligence-based deep learning models for diagnosis and prediction of the future occurrence of polyneuropathy in diabetes and prediabetes","authors":"Yun-Ru Lai , Wen-Chan Chiu , Chih-Cheng Huang , Ben-Chung Cheng , Chia-Te Kung , Ting Yin Lin , Hui Ching Chiang , Chia-Jung Tsai , Chien-Feng Kung , Cheng-Hsien Lu","doi":"10.1016/j.neucli.2024.102982","DOIUrl":"10.1016/j.neucli.2024.102982","url":null,"abstract":"<div><h3>Objective</h3><p>The objective of this study was to develop artificial intelligence-based deep learning models and assess their potential utility and accuracy in diagnosing and predicting the future occurrence of diabetic distal sensorimotor polyneuropathy (DSPN) among individuals with type 2 diabetes mellitus (T2DM) and prediabetes.</p></div><div><h3>Methods</h3><p>In 394 patients (T2DM=300, Prediabetes=94), we developed a DSPN diagnostic and predictive model using Random Forest (RF)-based variable selection techniques, specifically incorporating the combined capabilities of the Clinical Toronto Neuropathy Score (TCNS) and nerve conduction study (NCS) to identify relevant variables. These important variables were then integrated into a deep learning framework comprising Convolutional Neural Networks (CNNs) and Long Short-Term Memory (LSTM) networks. To evaluate temporal predictive efficacy, patients were assessed at enrollment and one-year follow-up.</p></div><div><h3>Results</h3><p>RF-based variable selection identified key factors for diagnosing DSPN. Numbness scores, sensory test results (vibration), reflexes (knee, ankle), sural nerve attributes (sensory nerve action potential [SNAP] amplitude, nerve conduction velocity [NCV], latency), and peroneal/tibial motor NCV were candidate variables at baseline and over one year. Tibial compound motor action potential amplitudes were used for initial diagnosis, and ulnar SNAP amplitude for subsequent diagnoses. CNNs and LSTMs achieved impressive AUC values of 0.98 for DSPN diagnosis prediction, and 0.93 and 0.89 respectively for predicting the future occurrence of DSPN. RF techniques combined with two deep learning algorithms exhibited outstanding performance in diagnosing and predicting the future occurrence of DSPN. These algorithms have the potential to serve as surrogate measures, aiding clinicians in accurate diagnosis and future prediction of DSPN.</p></div>","PeriodicalId":19134,"journal":{"name":"Neurophysiologie Clinique/Clinical Neurophysiology","volume":"54 4","pages":"Article 102982"},"PeriodicalIF":3.0,"publicationDate":"2024-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140958513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Julian Theuriet , Laure Huchon , Jacques Luaute , Anne-Evelyne Vallet , Françoise Bouhour , Antoine Pegat
{"title":"Electrophysiological abnormalities of the neuromuscular transmission in two patients with botulism-like syndrome following Botulinum-A muscle injections","authors":"Julian Theuriet , Laure Huchon , Jacques Luaute , Anne-Evelyne Vallet , Françoise Bouhour , Antoine Pegat","doi":"10.1016/j.neucli.2024.102984","DOIUrl":"https://doi.org/10.1016/j.neucli.2024.102984","url":null,"abstract":"<div><p>Botulinum neurotoxin serotype A (BoNT-A) has several therapeutic indications such as spasticity and dystonia. Although its use is generally considered safe, a systemic diffusion can lead to systemic complications, and a botulism-like syndrome can occur after intramuscular injections. Herein, two adult cases who developed general muscle weakness after a BoNT-A intramuscular injection are reported. Both presented with a progressive decrement on low-frequency (LF) repetitive nerve stimulation (RNS). It is suggested that a progressive decrement on LF-RNS in muscles distant from the injection site strongly supports the diagnosis of iatrogenic botulism.</p></div>","PeriodicalId":19134,"journal":{"name":"Neurophysiologie Clinique/Clinical Neurophysiology","volume":"54 4","pages":"Article 102984"},"PeriodicalIF":3.0,"publicationDate":"2024-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S098770532400042X/pdfft?md5=e10f627d148fa9d107b542b40cf1cdce&pid=1-s2.0-S098770532400042X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140952270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
J. Guillou , J. Duprez , R. Nabbout , A. Kaminska , S. Napuri , C. Gomes , M. Kuchenbuch , P. Sauleau
{"title":"Interhemispheric coherence of EEG rhythms in children: Maturation and differentiation in corpus callosum dysgenesis","authors":"J. Guillou , J. Duprez , R. Nabbout , A. Kaminska , S. Napuri , C. Gomes , M. Kuchenbuch , P. Sauleau","doi":"10.1016/j.neucli.2024.102981","DOIUrl":"https://doi.org/10.1016/j.neucli.2024.102981","url":null,"abstract":"<div><h3>Objectives</h3><p>To evaluate the evolution of interhemispheric coherences (ICo) in background and spindle frequency bands during childhood and use it to identify individuals with corpus callosum dysgenesis (CCd).</p></div><div><h3>Methods</h3><p>A monocentric cohort of children aged from 0.25 to 15 years old, consisting of 13 children with CCd and 164 without, was analyzed. The ICo of background activity (ICO<sub>BckgrdA</sub>), sleep spindles (ICO<sub>spindles</sub>), and their sum (<sub>s</sub>ICO) were calculated. The impact of age, gender, and CC status on the ICo was evaluated, and the <sub>s</sub>ICO was used to discriminate children with or without CCd.</p></div><div><h3>Results</h3><p>ICO<sub>BckgrdA</sub>, ICO<sub>spindles</sub> and sICO increased significantly with age without any effect of gender (<em>p</em> < 10<sup>−4</sup>), in both groups. The regression equations of the different ICo were stronger, with adjusted R2 values of 0.54, 0.35, and 0.57, respectively. The ICo was lower in children with CCd compared to those without CCd (<em>p</em> < 10<sup>−4</sup> for all comparisons). The area under the precision recall curves for predicting CCd using <sub>s</sub>ICO was 0.992 with 98.9 % sensitivity and 87.5 % specificity.</p></div><div><h3>Discussion</h3><p>ICo of spindles and background activity evolve in parallel to brain maturation and depends on the integrity of the corpus callosum. sICO could be an effective diagnostic biomarker for screening children with interhemispheric dysfunction.</p></div>","PeriodicalId":19134,"journal":{"name":"Neurophysiologie Clinique/Clinical Neurophysiology","volume":"54 3","pages":"Article 102981"},"PeriodicalIF":3.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140824079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Vandana Esht , Mohammed M Alshehri , Karthick Balasubramanian , Ramya R Sanjeevi , Mohammed A Shaphe , Ahmed Alhowimel , Aqeel M Alenazi , Bader A Alqahtani , Norah Alhwoaimel
{"title":"Transcranial direct current stimulation (tDCS) for neurological disability among subacute stroke survivors to improve multiple domains in health-related quality of life: Randomized controlled trial protocol","authors":"Vandana Esht , Mohammed M Alshehri , Karthick Balasubramanian , Ramya R Sanjeevi , Mohammed A Shaphe , Ahmed Alhowimel , Aqeel M Alenazi , Bader A Alqahtani , Norah Alhwoaimel","doi":"10.1016/j.neucli.2024.102976","DOIUrl":"https://doi.org/10.1016/j.neucli.2024.102976","url":null,"abstract":"<div><h3>Objectives</h3><p>The primary goal of the current proposal is to fill the gaps in the literature by studying the effectiveness of transcranial direct current stimulation (tDCS) on lifestyle parameters, and physical, behavioral, and cognitive functions among stroke survivors, and understanding the factors that mediate the effects of various domains related to Health-related Quality of life (HRQoL) improvements.</p></div><div><h3>Methods</h3><p>Anticipated 64 volunteer subacute stroke survivors (>7 days to 3 months post stroke) aged 40–75 years with National Institutes of Health stroke scale (NIHSS) score of >10 and Mini-Mental State Examination (MMSE) score between 18 and 23 will be randomly assigned at a ratio of 1:1 to receive either: (1) 20 sessions of anodal tDCS or (2) sham tDCS in addition to conventional rehabilitation. Battery driven tDCS will be applied at 2 mA intensity to the dorsolateral prefrontal cortex and primary motor cortex for 20 minutes. The primary endpoints of study will be 36-Item Short Form Survey (SF-36) post intervention at 4 weeks. The secondary outcomes will include Stroke Specific Quality of Life Scale (SS_QOL), Montreal cognitive assessment (MCA), Beck Anxiety Inventory (BAI), Fugl-Meyer Assessment (FMA), 10 m walk test and Modified Barthel Activities of daily living (ADL) Index. At 0.05 level of significance, data normality, within group and between group actual differences will be analyzed with a moderate scope software.</p></div><div><h3>Discussion</h3><p>Our knowledge of this technique and its use is expanding daily as tDCS motor recovery studies—mostly single-center studies—in either single session or many sessions have been completed and shown positive results. The field is prepared for a multi-center, carefully planned, sham-controlled, double-blinded tDCS study to comprehensively examine its feasibility and effectiveness in enhancing outcomes in stroke population.</p></div><div><h3>Conclusion</h3><p>The function of Transcranial Direct Current Stimulation in aiding stroke recuperation will be ascertained.</p></div>","PeriodicalId":19134,"journal":{"name":"Neurophysiologie Clinique/Clinical Neurophysiology","volume":"54 3","pages":"Article 102976"},"PeriodicalIF":3.0,"publicationDate":"2024-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140641010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Effects of transcranial direct current stimulation of the left primary motor cortex area on hand grip strength and dexterity in healthy individuals: A double-blind randomized sham-controlled trial","authors":"Sharareh Roshanzamir , Tayebeh Sadat Salehi Rihani , Afsaneh Dadarkhah","doi":"10.1016/j.neucli.2024.102959","DOIUrl":"https://doi.org/10.1016/j.neucli.2024.102959","url":null,"abstract":"<div><h3>Background and objective</h3><p>Motor function plays a critical role in everyday activities, from basic self-care tasks to complex activities that require precision and dexterity. This study was conducted to investigate the effects of transcranial direct current stimulation (tDCS) on grip strength and hand dexterity in healthy individuals.</p></div><div><h3>Method</h3><p>We conducted a double-blind randomized clinical trial with two groups of sham and active tDCS. The anode was fixed over the primary motor cortex area M1 on the C3 point. The primary outcome was hand grip strength measured by a dynamometer and the secondary outcomes were hand dexterity and assembly assessed by the Purdue Pegboard test. The tDCS program was administered at rest three and two times for the first and second week for a total of five sessions of 20 min each.</p></div><div><h3>Results</h3><p>There was no significant improvement in the mean difference in grip strength between the sham (<em>N</em> = 27) and active (<em>N</em> = 27) tDCS groups (1.7 vs. 2.3, Mann-Whitney <em>U</em> test, <em>P</em> = 0.869, <em>d</em> = 0.02). Participants who received active tDCS showed subtle improvements in right-hand dexterity (0.6 vs. 1.3, <em>U</em> test <em>P</em> = 0.017, <em>d</em> = 0.33) and overall manual dexterity (1.4 vs. 3.2, <em>U</em> test <em>P</em> = 0.023, <em>d</em> = 0.31) compared with the sham group. Other comparisons for hand dexterity and assembly (motor coordination and fine skills during the manipulation of small objects) between the two groups were not significant. We did not find any adverse effects of sham or active tDCS.</p></div><div><h3>Conclusion</h3><p>Our study showed a potential for clinical improvement in hand dexterity after five sessions of tDCS in healthy individuals.</p></div>","PeriodicalId":19134,"journal":{"name":"Neurophysiologie Clinique/Clinical Neurophysiology","volume":"54 4","pages":"Article 102959"},"PeriodicalIF":3.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140309766","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}