International Journal of Neuroscience最新文献

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Mechanistic study of electroacupuncture preconditioning in alleviating myocardial ischemia-reperfusion injury in rats: involvement of mTOR/ROS signaling pathway to inhibit ferroptosis. 电针预处理缓解大鼠心肌缺血再灌注损伤的机制研究:mTOR/ROS信号通路抑制铁蛋白沉积的机制研究
IF 1.7 4区 医学
International Journal of Neuroscience Pub Date : 2025-03-01 Epub Date: 2024-02-06 DOI: 10.1080/00207454.2023.2299315
Yan Xiao, Liang Ding
{"title":"Mechanistic study of electroacupuncture preconditioning in alleviating myocardial ischemia-reperfusion injury in rats: involvement of mTOR/ROS signaling pathway to inhibit ferroptosis.","authors":"Yan Xiao, Liang Ding","doi":"10.1080/00207454.2023.2299315","DOIUrl":"10.1080/00207454.2023.2299315","url":null,"abstract":"<p><strong>Purpose: </strong>The objective of this study was to investigate the mechanism of electroacupuncture pretreatment in reducing myocardial ischemia-reperfusion injury in rats.</p><p><strong>Materials and methods: </strong>The comparison of HR among the different groups did not yield statistically significant differences (<i>p</i> > 0.05). Additionally, the trend of HR change at different time points within each group was not statistically significant (<i>p</i> > 0.05). In contrast, the comparison of SBP among the different groups showed statistically significant differences (<i>p</i> < 0.05). Furthermore, the trend of SBP change at different time points within each group exhibited significant differences (<i>p</i> < 0.05).</p><p><strong>Results: </strong>Compared to the Sham group, rats in the I/R group and EA control group showed a significant decrease in EF, FS, SOD, p-mTOR/mTOR, GPX4, and FTH1, and an increase in CK-MB, cTnI, LDH, iron, ROS, MDA, ACSL4, and NCOA4 (<i>p</i> < 0.05). Compared to EA control group, rats in the EA group exhibited a significant increase in EF, FS, SOD, p-mTOR/mTOR, GPX4, and FTH1, and a decrease in CK-MB, cTnI, LDH, iron, ROS, MDA, ACSL4, and NCOA4 (<i>p</i> < 0.05). Compared to the EA group, rats in the EA + RAP group showed a significant decrease in EF, FS, SOD, p-mTOR/mTOR, GPX4, and FTH1, and an increase in CK-MB, cTnI, LDH, iron, ROS, MDA, ACSL4, and NCOA4 (<i>p</i> < 0.05).</p><p><strong>Conclusions: </strong>Electroacupuncture preconditioning confers protective effects against myocardial ischemia-reperfusion injury in rats. Its mechanism may involve the activation of the mTOR/ROS signaling pathway by electroacupuncture to inhibit ferroptosis.</p>","PeriodicalId":14161,"journal":{"name":"International Journal of Neuroscience","volume":" ","pages":"287-295"},"PeriodicalIF":1.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139402811","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}
引用次数: 0
The effect of acute and chronic formaldehyde exposure on learning and memory in male and female rats. 急性和慢性甲醛暴露对雌雄大鼠学习和记忆的影响
IF 1.7 4区 医学
International Journal of Neuroscience Pub Date : 2025-03-01 Epub Date: 2024-01-08 DOI: 10.1080/00207454.2023.2300728
Didem Dönmez Aydin, Oğuz Taşkınalp, Enis Uluçam, Hakan Karadağ, Gülnur Kızılay Özfidan, Ruhan Topuz, Onur Ersoy
{"title":"The effect of acute and chronic formaldehyde exposure on learning and memory in male and female rats.","authors":"Didem Dönmez Aydin, Oğuz Taşkınalp, Enis Uluçam, Hakan Karadağ, Gülnur Kızılay Özfidan, Ruhan Topuz, Onur Ersoy","doi":"10.1080/00207454.2023.2300728","DOIUrl":"10.1080/00207454.2023.2300728","url":null,"abstract":"<p><strong>Aim: </strong>Formaldehyde is a chemical that lies behind the various systemical failures in organism. Many products that people use contain formaldehyde. Owing to its tissue fixative properties, scientists who work in life sciences are exposed to this substance more than others. Several studies have shown that formaldehyde affects the CA1 and CA3 regions of the hippocampus, which play crucial roles in memory consolidation. In this study, we aimed to investigate anxiety levels and indicate the short and long term effects of formaldehyde and sex-related differences by exposing formaldehyde to male and female rats.</p><p><strong>Materials and methods: </strong>Formaldehyde (10 mg/kg) was administered intraperitoneally for 7 days for acute exposure and 30 days for chronic exposure. Cognitive assessment was performed using fear conditioning, elevated plus maze, and Morris water maze tests. TUNEL staining was used to identify apoptosis in the brains obtained after decapitation.</p><p><strong>Results: </strong>Exposure to intraperitoneal formaldehyde does not impair learning and memory in acute and chronic periods and has no effect on depression or anxiety. After acute exposure, apoptosis was observed in the hippocampal CA1 and CA3 regions in males. When the cognitive test results were examined, no differences were found between the experimental and control groups. There was also no significant difference between males and females.</p>","PeriodicalId":14161,"journal":{"name":"International Journal of Neuroscience","volume":" ","pages":"313-321"},"PeriodicalIF":1.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139048650","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}
引用次数: 0
Case Report: a novel CYP27A1 gene variant in a patient with cerebrotendinous xanthomatosis with unusual clinical findings. 病例报告:临床表现异常的脑膜黄瘤病患者的新型 CYP27A1 基因变异。
IF 1.7 4区 医学
International Journal of Neuroscience Pub Date : 2025-03-01 Epub Date: 2024-01-12 DOI: 10.1080/00207454.2023.2300735
Francisco A Tama Viteri, David Cotán Marín, Francisco A Tama Sánchez, Marcia A Tama Sánchez
{"title":"Case Report: a novel CYP27A1 gene variant in a patient with cerebrotendinous xanthomatosis with unusual clinical findings.","authors":"Francisco A Tama Viteri, David Cotán Marín, Francisco A Tama Sánchez, Marcia A Tama Sánchez","doi":"10.1080/00207454.2023.2300735","DOIUrl":"10.1080/00207454.2023.2300735","url":null,"abstract":"<p><strong>Purpose/aim of the study: </strong>Cerebrotendinous xanthomatosis is a disease with important clinical and molecular heterogeneity. CYP27A1 gene was described as the cause of these defects, with more than 50 mutations involved in the disease. The objective of this study was to carry out a genetic study and a clinical description of a patient with unusual clinical manifestation of the disease.</p><p><strong>Materials and methods: </strong>DNA sequencing was used for the evaluation of CYP27A1 exon sequences and their intron/exon boundaries. Copy number variants were calculated using a method based on depth of sequencing coverage. In addition, the potential effects of the missense variants were analyzed, and an in-silico protein modeling tool was used. Finally, a patient case description was performed in order to evaluate patient phenotype according to genetic results.</p><p><strong>Results: </strong>Patient clinical features indicate the possible presence of a disease milder phenotype. When analyzing the CYP27A1 gene, patient presents a pathogenic variant (p.Arg474Trp) and a variant of unknown significance (p.Met130Ile) that causes a slight modification of the protein functional structure. This variant in homozygosis or double or compound heterozygosis together with other biallelic pathological mutations may be the cause of the clinical phenotype observed in the reported patient.</p><p><strong>Conclusions: </strong>Clinical manifestations of cerebrotendinous xanthomatosis are heterogeneous, and sometimes wrongly suggest the presence of other diseases. Some patients seem to present an \"incomplete\" phenotype, which could be redefined as a variant of the disease with further studies. The evaluation of new mutations allows for earlier diagnosis and greater effectiveness in its treatment.</p>","PeriodicalId":14161,"journal":{"name":"International Journal of Neuroscience","volume":" ","pages":"358-366"},"PeriodicalIF":1.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139048648","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}
引用次数: 0
Cognitive and clinical dimensions of structural and functional insula alterations in patients with depression: a resting-state fMRI study. 抑郁症患者脑岛结构和功能改变的认知和临床维度:静息状态fMRI研究。
IF 1.7 4区 医学
International Journal of Neuroscience Pub Date : 2025-02-12 DOI: 10.1080/00207454.2024.2446908
Feng Yan, Siyan Zan, Jiahua Xu, Shaokun Zhao, Zhiren Wang, Fude Yang
{"title":"Cognitive and clinical dimensions of structural and functional insula alterations in patients with depression: a resting-state fMRI study.","authors":"Feng Yan, Siyan Zan, Jiahua Xu, Shaokun Zhao, Zhiren Wang, Fude Yang","doi":"10.1080/00207454.2024.2446908","DOIUrl":"10.1080/00207454.2024.2446908","url":null,"abstract":"<p><p><b>Aim:</b> Depression is characterized by pervasive cognitive and emotional disturbances, yet the neural mechanisms underlying these deficits remain incompletely understood. <b>Method:</b> This study utilized multimodal neuroimaging, including resting-state functional MRI and structural T1-weighted imaging, alongside the MATRICS Consensus Cognitive Battery (MCCB) and the Hamilton Depression Rating Scale (HAMD), to delineate the structural and functional alterations in the insula in first-episode, medication-naïve patients with depression. <b>Result:</b> Compared to matched healthy controls, patients with depression exhibited significant reductions in gray matter density in the left insula, which were robustly associated with impairments in reasoning and problem-solving abilities. Mediation analyses revealed that insular gray matter density mediated the relationship between depressive symptom severity and cognitive deficits, emphasizing the insula's critical role in linking emotional and cognitive dysfunctions. Furthermore, functional connectivity analyses identified disrupted insula-medial prefrontal cortex circuits, highlighting their contribution to the pathophysiology of depression. <b>Conclusion:</b> These findings underscore the insula's dual role as a structural and functional hub in depression, advancing our understanding of the neural substrates of cognitive dysfunction and informing potential targets for intervention.</p>","PeriodicalId":14161,"journal":{"name":"International Journal of Neuroscience","volume":" ","pages":"1-10"},"PeriodicalIF":1.7,"publicationDate":"2025-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143364673","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}
引用次数: 0
Causal relations between immune cells and cerebral hemorrhage: a bidirectional Mendelian randomization study. 免疫细胞与脑出血之间的因果关系:一项双向孟德尔随机研究。
IF 1.7 4区 医学
International Journal of Neuroscience Pub Date : 2025-02-11 DOI: 10.1080/00207454.2025.2457042
Zhimin Wu, Qiqi Wang, Zuojun Xiong
{"title":"Causal relations between immune cells and cerebral hemorrhage: a bidirectional Mendelian randomization study.","authors":"Zhimin Wu, Qiqi Wang, Zuojun Xiong","doi":"10.1080/00207454.2025.2457042","DOIUrl":"10.1080/00207454.2025.2457042","url":null,"abstract":"<p><strong>Background: </strong>Previous studies have shown that an increased number of immune cells is closely associated with the onset and course changes of intracerebral hemorrhage, but the exact causal relationship has not been clarified. The aim of this study was to investigate the causal relationship between immune cells and intracerebral hemorrhage by a two-way Mendelian randomization method.</p><p><strong>Methods: </strong>Two sets of SNPs were used as instrumental variables and two-way Mendelian randomization analyses were performed and leave-one-out method were used to assess the validity and heterogeneity of the included genetic variation instruments. The level of multiplicity and heterogeneity of the included genetic variance instruments was assessed.</p><p><strong>Results: </strong>The results showed a clear causal relationship between three immune cells and intracerebral hemorrhage, and no heterogeneity between SNPs related to intracerebral hemorrhage, while scatterplot and funnel plot confirmed that the causality was less likely to be biased; MR-Egger results suggested that no genetic pleiotropy was found. Leave-one-out analysis was applied to suggest that the MR analysis results for a single SNP were robust; meanwhile, Meta-analysis was applied to combine the two intracerebral hemorrhage datasets, and the analysis results suggested that in the fixed-effects model and random-effects model, the immunocyte CD66b on Granulocytic Myeloid-Derived Suppressor Cells and other three immune cells were significantly causally associated with intracerebral hemorrhage, while the heterogeneity test suggested that there was no significant difference between the different datasets.</p><p><strong>Conclusions: </strong>The present study found a significant causal relationship between specific immune cell phenotypes and intracerebral hemorrhage by Mendelian randomization analysis.</p>","PeriodicalId":14161,"journal":{"name":"International Journal of Neuroscience","volume":" ","pages":"1-14"},"PeriodicalIF":1.7,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143364672","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}
引用次数: 0
Restorative effects and mechanisms of neural stem cell transplantation on ischemic brain injury based on the Wnt signaling pathway. 基于 Wnt 信号通路的神经干细胞移植对缺血性脑损伤的修复作用和机制。
IF 1.7 4区 医学
International Journal of Neuroscience Pub Date : 2025-02-01 Epub Date: 2023-12-26 DOI: 10.1080/00207454.2023.2294261
Yikun Sun, Baoxi Shen, Tao Wang, Guancong Zhang, Peixin Wang, Hao Huang, Quanxing Shi, Yiwu Dai
{"title":"Restorative effects and mechanisms of neural stem cell transplantation on ischemic brain injury based on the Wnt signaling pathway.","authors":"Yikun Sun, Baoxi Shen, Tao Wang, Guancong Zhang, Peixin Wang, Hao Huang, Quanxing Shi, Yiwu Dai","doi":"10.1080/00207454.2023.2294261","DOIUrl":"10.1080/00207454.2023.2294261","url":null,"abstract":"<p><strong>Objective: </strong>To explore the restorative effects and mechanisms of neural stem cell (NSC) transplantation on ischemic brain injury based on the Wnt signaling pathway.</p><p><strong>Methods: </strong>Out of 102 male KM mice, 15 were randomly selected as the control group without any intervention, while the remaining 87 underwent middle cerebral artery occlusion (MCAO) using the Zea-Longa suture method. Seven mice that did not successfully model MCAO were excluded, leaving 80 mice that successfully underwent MCAO, randomized into two groups: the Ischemic Brain Injury group (<i>n</i> = 40) receiving 10 μL of sterile PBS solution injected into the lateral ventricle, and the Ischemic Brain Injury + NSCs Transplantation group (<i>n</i> = 40) receiving 10 μL of NSCs suspension injected into the lateral ventricle.</p><p><strong>Results: </strong>Compared to the ischemic brain injury group, mice in the Ischemic Brain Injury + NSCs Transplantation group exhibited significantly alleviated edema in the middle cerebral artery supply area, with neurons displaying more normal morphological characteristics and fewer signs of degeneration and necrosis. The mice with NSC transplantation had significantly smaller infarct volume than those in the ischemic brain injury group (<i>p</i> < 0.05). The mice with NSC transplantation showed significantly lower Zea-Longa scores and a lower proportion of TUNEL-positive cells compared to those in the ischemic brain injury group (<i>p</i> < 0.05).</p><p><strong>Conclusion: </strong>NSC transplantation can significantly inhibit neuronal apoptosis in the ischemic region of mice with ischemic brain injury, alleviate brain tissue edema, reduce infarct volume, and improve neurological function. The mechanism may be related to Wnt signaling pathway activation.</p>","PeriodicalId":14161,"journal":{"name":"International Journal of Neuroscience","volume":" ","pages":"219-227"},"PeriodicalIF":1.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138803036","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}
引用次数: 0
Electroacupuncture reduces cerebral ischemia-induced neuronal damage in the hippocampal CA1 region in rats by inhibiting HMGB1 and p-JNK overexpression. 电针通过抑制HMGB1和p-JNK过表达减轻大鼠脑缺血诱导的海马CA1区神经元损伤。
IF 1.7 4区 医学
International Journal of Neuroscience Pub Date : 2025-02-01 Epub Date: 2023-11-30 DOI: 10.1080/00207454.2023.2288541
Jian Zhao, Zeyin Nie, Huachun Miao, Feng Wu, Tongjun Ma
{"title":"Electroacupuncture reduces cerebral ischemia-induced neuronal damage in the hippocampal CA1 region in rats by inhibiting HMGB1 and p-JNK overexpression.","authors":"Jian Zhao, Zeyin Nie, Huachun Miao, Feng Wu, Tongjun Ma","doi":"10.1080/00207454.2023.2288541","DOIUrl":"10.1080/00207454.2023.2288541","url":null,"abstract":"<p><strong>Background: </strong>The cornu ammonis 1 (CA1) region of the hippocampus is a sensitive area that is susceptible to injury caused by cerebral ischemia. High-mobility group box 1 (HMGB1) and phosphorylated c-Jun N-terminal kinase (p-JNK) play important roles in mediating cerebral ischemic injury.</p><p><strong>Objective: </strong>To elucidate the mechanism through which electroacupuncture (EA) via the Baihui (GV20) and Zusanli (ST36) acupoints protects neurons.</p><p><strong>Methods: </strong>A rat model of permanent middle cerebral artery occlusion (pMCAO) was established. Sprague-Dawley rats were divided into four groups: sham-operated control, pMCAO control, EA, and sham-EA (SEA). In the EA and SEA groups, the GV20 and ST36 acupoints were selected for treatment. However, the SEA group was treated only by superficial pricking of the skin at the two acupoints without the application of electricity. Neurological function was assessed using the neurological deficit function score, and neuronal damage was detected through Nissl staining. HMGB1 and p-JNK expression was evaluated using immunohistochemical staining and western blot assays.</p><p><strong>Results: </strong>The behavioural experiments showed that the EA treatment improved the neurological deficits in the pMCAO rats. The Nissl staining results revealed that EA reduced neural tissue damage. The immunohistochemical staining and western blot results showed that EA inhibited HMGB1 and p-JNK overexpression. By contrast, none of these EA effects were observed in the SEA group.</p><p><strong>Conclusion: </strong>EA may reduce ischemia-induced neuronal damage in the hippocampal CA1 region by inhibiting the overexpression of both HMGB1 and p-JNK.</p>","PeriodicalId":14161,"journal":{"name":"International Journal of Neuroscience","volume":" ","pages":"132-139"},"PeriodicalIF":1.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138434001","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}
引用次数: 0
Moyamoya disease in an adolescent with subarachnoid hemorrhage: a case report. 青少年烟雾病并发蛛网膜下腔出血1例报告。
IF 1.7 4区 医学
International Journal of Neuroscience Pub Date : 2025-02-01 Epub Date: 2023-11-29 DOI: 10.1080/00207454.2023.2287980
Salman Ayub Jajja, Digbijay Kunwar, Shahroze Ahmed, Anum Akbar, Abdul Sattar Anjum, Sadia Anjum
{"title":"Moyamoya disease in an adolescent with subarachnoid hemorrhage: a case report.","authors":"Salman Ayub Jajja, Digbijay Kunwar, Shahroze Ahmed, Anum Akbar, Abdul Sattar Anjum, Sadia Anjum","doi":"10.1080/00207454.2023.2287980","DOIUrl":"10.1080/00207454.2023.2287980","url":null,"abstract":"<p><strong>Purpose/aim of the study: </strong>This study aims to present a case of Moyamoya disease (MMD) in an adolescent who experienced a subarachnoid hemorrhage (SAH). The purpose is to underscore the importance of considering MMD as a potential cause of SAH in adolescents, particularly in the absence of common causes such as trauma or aneurysmal rupture. The case further highlights the significance of early identification and appropriate management to prevent further complications and improve patient outcomes.</p><p><strong>Materials and methods: </strong>The diagnosis was initially based on findings from a CT angiography and later confirmed through magnetic resonance angiography (MRA) and magnetic resonance imaging (MRI).</p><p><strong>Results: </strong>The case study demonstrates the effectiveness of utilizing MRA and MRI in diagnosing MMD in adolescents. It emphasizes the challenges in areas with limited resources where advanced imaging techniques like digital subtraction angiography (DSA) may not be readily accessible or affordable. The gold standard for MMD diagnosis, DSA, is acknowledged, but the study underscores the importance of alternative imaging methods in resource-constrained settings.</p><p><strong>Conclusion: </strong>In conclusion, this case underscores the importance of considering Moyamoya disease as a potential etiology for subarachnoid hemorrhage in adolescents, particularly when common causes are absent. The study highlights the crucial role of MRA and MRI in the diagnosis of MMD, emphasizing their significance in areas with limited resources. Early identification and appropriate management are essential for preventing complications and improving patient outcomes, acknowledging the challenges associated with the accessibility of gold standard diagnostic techniques in certain settings.</p>","PeriodicalId":14161,"journal":{"name":"International Journal of Neuroscience","volume":" ","pages":"127-131"},"PeriodicalIF":1.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138299061","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}
引用次数: 0
Machine learning analysis of glutamate receptor activity in developing locus coeruleus neurons. 蓝斑神经元发育中谷氨酸受体活性的机器学习分析。
IF 1.7 4区 医学
International Journal of Neuroscience Pub Date : 2025-01-30 DOI: 10.1080/00207454.2025.2450507
Marjan Firouznia, Masoumeh Kourosh-Arami, Karim Faez, Saeed Semnanian, Javad Alikhani Koupaei
{"title":"Machine learning analysis of glutamate receptor activity in developing locus coeruleus neurons.","authors":"Marjan Firouznia, Masoumeh Kourosh-Arami, Karim Faez, Saeed Semnanian, Javad Alikhani Koupaei","doi":"10.1080/00207454.2025.2450507","DOIUrl":"10.1080/00207454.2025.2450507","url":null,"abstract":"<p><strong>Purpose/aim: </strong>The developing brain undergoes a remarkable process of synaptic changes.</p><p><strong>Material and methods: </strong>To investigate the developmental changes in glutamatergic synaptic connections using the whole-cell patch clamp method, evoked excitatory postsynaptic currents (eEPSCs) were recorded from locus coeruleus (LC) neurons, a brain region crucial for cognitive functions, in rats at ages 7, 14, and 21 days. We employed fractal analysis to compute fractal dimensions of AMPA and NMDA receptors, serving as markers for synaptic maturation.</p><p><strong>Results: </strong>Our findings revealed a significant increase in fractal dimensions during the third postnatal week and hence a developmental chenge of synaptic connections. A strong positive correlation between amplitude and fractal dimensions, in Pearson correlation analysis suggested that the synaptic currents' amplitude is closely related to the fractal properties of the receptors. A linear relationship between fractal dimensions and age indicated that fractal analysis can be a robust tool for predicting developmental changes. Additionally, we employed machine learning techniques to predict developmental changes based on AMPA and NMDA receptors. Support Vector Machine (SVM) models outperformed random forest models in accurately predicting age-dependent developmental changes, as indicated by the area under the curve (AUC) values. SVM achieved an AUC of 0.89 for AMPA receptors and 0.86 for NMDA receptors, demonstrating the effectiveness of fractal-based features in characterizing synaptic maturation.</p><p><strong>Conclusion: </strong>This study offers valuable insights into synaptic development in the LC nucleus and demonstrates the potential of fractal analysis as a tool to understand brain plasticity and early development. Fractal dimensions play a crucial role in characterizing the maturation of glutamatergic synapses and neural circuitry development.</p>","PeriodicalId":14161,"journal":{"name":"International Journal of Neuroscience","volume":" ","pages":"1-10"},"PeriodicalIF":1.7,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143004885","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}
引用次数: 0
Independent component analysis of brain network in drug-resistant epilepsy patients with vagus nerve stimulators. 迷走神经刺激药耐药癫痫患者脑网络的独立成分分析。
IF 1.7 4区 医学
International Journal of Neuroscience Pub Date : 2025-01-05 DOI: 10.1080/00207454.2024.2449382
Jin Zhu, Rui Gu, Fan Ji
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