首页 > 最新文献

BMC Neurology最新文献

英文 中文
Reversible cerebral vasoconstriction syndrome in a methylphenidate-treated patient: a case report. 哌甲酯治疗患者的可逆性脑血管收缩综合征:1例报告。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-12-31 DOI: 10.1186/s12883-024-04004-4
Marie-Noëlle Osmont, Cécile Malrain, Anne-Lise Ruellan, Amine Benchikh, Emmanuelle Herlem, Elisabeth Polard, Lucie-Marie Scailteux

Background: Reversible cerebral vasoconstriction syndrome (RCVS) is characterized by severe headaches, often thunderclap headaches, and a multifocal constriction of the cerebral arteries. Although RCVS can occur spontaneously, some cases occur after exposure to drugs. We describe the first case of RCVS in which methylphenidate, a drug with vasoconstrictive properties, is the only suspected drug. Still an unexpected adverse drug reaction of methylphenidate, and so far observed with the concomitant use of vasoactive drugs and methylphenidate, RCVS can be observed when methylphenidate is used alone.

Case presentation: A 44-year-old French female presented with sudden onset of severe thunderclap headache during exercise. She had been treated for about 2 years with 54 mg extended-release MPH twice a week for attention deficit / hyperactivity disorder. After clinical, biological and imaging examinations, clinicians concluded to a highly probable RCVS diagnosis, probably linked to methylphenidate use. Major causes of RCVS were ruled out and the methylphenidate treatment was discontinued. The outcome was favourable with nimodipine treatment. We also describe two other cases of methylphenidate induced RCVS recorded in French Pharmacovigilance Database. Moreover, RCVS is an adverse reaction reported more frequently than expected with methylphenidate in the International Pharmacovigilance Database (VigiBase®), suggesting a pharmacovigilance signal. Given its pharmacodynamics, i.e. pre-synaptic dopamine and norepinephrine reuptake inhibition, methylphenidate is theoretically likely to contribute to this vascular event.

Conclusions: The role of methylphenidate needs to be considered in case of RCVS diagnosis observed in a treated patient. Although the frequency of this potential adverse drug reaction is expected to be rare, clinicians should be aware of its possible occurrence, given the ever-increasing use of methylphenidate.

背景:可逆性脑血管收缩综合征(RCVS)的特征是严重头痛,常为雷击头痛,脑动脉多灶性收缩。虽然RCVS可以自发发生,但有些病例是在接触药物后发生的。我们描述了第一例RCVS,其中哌醋甲酯,一种具有血管收缩特性的药物,是唯一可疑的药物。哌醋甲酯仍然是一个意想不到的药物不良反应,迄今为止在血管活性药物和哌醋甲酯合用时观察到,单独使用哌醋甲酯时可以观察到RCVS。病例介绍:一名44岁的法国女性在运动时突然出现严重的雷击性头痛。她因注意缺陷/多动障碍接受54 mg缓释MPH治疗约2年,每周2次。经过临床、生物学和影像学检查,临床医生得出了一个非常可能的RCVS诊断,可能与使用哌甲酯有关。排除了RCVS的主要原因,停用哌甲酯治疗。尼莫地平治疗效果良好。我们还描述了法国药物警戒数据库中记录的另外两例哌甲酯诱导的RCVS。此外,在国际药物警戒数据库(VigiBase®)中,RCVS是一种比预期更频繁报道的哌醋甲酯不良反应,提示药物警戒信号。考虑到哌醋甲酯的药效学,即突触前多巴胺和去甲肾上腺素再摄取抑制,理论上可能导致这种血管事件。结论:在治疗患者中观察到RCVS诊断时,需要考虑哌甲酯的作用。虽然这种潜在的药物不良反应的发生频率预计是罕见的,但鉴于哌甲酯的使用日益增加,临床医生应该意识到其可能发生。
{"title":"Reversible cerebral vasoconstriction syndrome in a methylphenidate-treated patient: a case report.","authors":"Marie-Noëlle Osmont, Cécile Malrain, Anne-Lise Ruellan, Amine Benchikh, Emmanuelle Herlem, Elisabeth Polard, Lucie-Marie Scailteux","doi":"10.1186/s12883-024-04004-4","DOIUrl":"10.1186/s12883-024-04004-4","url":null,"abstract":"<p><strong>Background: </strong>Reversible cerebral vasoconstriction syndrome (RCVS) is characterized by severe headaches, often thunderclap headaches, and a multifocal constriction of the cerebral arteries. Although RCVS can occur spontaneously, some cases occur after exposure to drugs. We describe the first case of RCVS in which methylphenidate, a drug with vasoconstrictive properties, is the only suspected drug. Still an unexpected adverse drug reaction of methylphenidate, and so far observed with the concomitant use of vasoactive drugs and methylphenidate, RCVS can be observed when methylphenidate is used alone.</p><p><strong>Case presentation: </strong>A 44-year-old French female presented with sudden onset of severe thunderclap headache during exercise. She had been treated for about 2 years with 54 mg extended-release MPH twice a week for attention deficit / hyperactivity disorder. After clinical, biological and imaging examinations, clinicians concluded to a highly probable RCVS diagnosis, probably linked to methylphenidate use. Major causes of RCVS were ruled out and the methylphenidate treatment was discontinued. The outcome was favourable with nimodipine treatment. We also describe two other cases of methylphenidate induced RCVS recorded in French Pharmacovigilance Database. Moreover, RCVS is an adverse reaction reported more frequently than expected with methylphenidate in the International Pharmacovigilance Database (VigiBase®), suggesting a pharmacovigilance signal. Given its pharmacodynamics, i.e. pre-synaptic dopamine and norepinephrine reuptake inhibition, methylphenidate is theoretically likely to contribute to this vascular event.</p><p><strong>Conclusions: </strong>The role of methylphenidate needs to be considered in case of RCVS diagnosis observed in a treated patient. Although the frequency of this potential adverse drug reaction is expected to be rare, clinicians should be aware of its possible occurrence, given the ever-increasing use of methylphenidate.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":"24 1","pages":"494"},"PeriodicalIF":2.2,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11687151/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142906597","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of the efficacy and factors affecting the prognosis of intracranial dissecting aneurysm treated with multi-stent overlap technique. 多支架重叠技术治疗颅内夹层动脉瘤的疗效及影响预后的因素分析。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-12-31 DOI: 10.1186/s12883-024-03991-8
Xiaolin Li, Huojun Hu, Lei Wang, Gao Yuan, Changtao Fu, Jinyang Ma, Quan Shao, Zhao Kang

Objective: The study aims to identify characteristics that impact the postoperative prognosis and recurrence of intracranial dissecting aneurysms (IDA) patients treated using multi-stent overlapping techniques.

Methods: Clinical data from 69 IDA patients treated with multistate-assisted spring coil embolization at the hospital between January 2017 and October 2023 were retrospectively reviewed, including clinical and imaging data gathered at admission and discharge. The prognosis was determined based on mRS grade at discharge, and the patients were divided into excellent prognosis (mRS 0-2 points) and poor prognosis (mRS 3-6 points). They were split into two groups: recurrence and no-recurrence, based on whether the patients had recurrence during surgical follow-up. The patient's clinical information and aneurysm data were compared between the two groups to better understand the efficacy of multi-stenting for IDA and to investigate the factors that influence the good or negative prognosis of multi-stenting for IDA and recurrence.

Results: The prognosis was poor in 10 patients, 7 of whom died, while 59 had an excellent prognosis. Hunt-Hess classification (χ2 = 25.503a, P = < 0.01), hospitalization days (t=-3.873, P < 0.01), operation time (t=-1.970, P = 0.049), and aneurysm height (t=-1.969, P = 0.049) were all significant. 62 patients were discharged with 4 postoperative recurrences and 58 without recurrences in patients treated with multiple stents, with significant differences in the largest diameter (t=-2.235, P = 0.025), basal length (t=-2.149, P = 0.032), and position(located in pica base or not ) (χ2 = 10.955a, P = 0.001). The postoperative recurrence rate was 5.8%, but 85.8% reported satisfactory neurologic function (mRS ≤ 2). The case fatality rate was 10.1%.

Conclusion: Hunt-Hess grading on admission, aneurysm high, and operation time affect the prognosis of IDA, Hunt-Hess grade was an independent risk factor for prognosis. Aneurysm size, longest diameter, basal length, and location at the base of the pica affect recurrence. Located in pica base by the dissecting aneurysm is an independent risk factor for recurrence.

目的:探讨影响多支架重叠治疗颅内夹层动脉瘤(IDA)患者术后预后和复发的因素。方法:回顾性分析2017年1月至2023年10月在该院接受多状态辅助弹簧圈栓塞治疗的69例IDA患者的临床资料,包括入院和出院时收集的临床和影像学资料。根据出院时mRS分级确定预后,将患者分为预后优(mRS 0 ~ 2分)和预后差(mRS 3 ~ 6分)。根据手术随访中是否有复发,将患者分为复发组和无复发组。比较两组患者的临床资料和动脉瘤资料,以更好地了解IDA多重支架置入术的疗效,探讨影响IDA多重支架置入术预后好坏及复发的因素。结果:预后差10例,死亡7例,预后优良者59例。Hunt-Hess分级(χ2 = 25.503a, P =)结论:入院时Hunt-Hess分级、动脉瘤高度、手术时间影响IDA预后,Hunt-Hess分级是影响预后的独立危险因素。动脉瘤大小、最长直径、基底长度和异食癖底部的位置影响复发。位于异食癖基底旁的夹层动脉瘤是复发的独立危险因素。
{"title":"Analysis of the efficacy and factors affecting the prognosis of intracranial dissecting aneurysm treated with multi-stent overlap technique.","authors":"Xiaolin Li, Huojun Hu, Lei Wang, Gao Yuan, Changtao Fu, Jinyang Ma, Quan Shao, Zhao Kang","doi":"10.1186/s12883-024-03991-8","DOIUrl":"10.1186/s12883-024-03991-8","url":null,"abstract":"<p><strong>Objective: </strong>The study aims to identify characteristics that impact the postoperative prognosis and recurrence of intracranial dissecting aneurysms (IDA) patients treated using multi-stent overlapping techniques.</p><p><strong>Methods: </strong>Clinical data from 69 IDA patients treated with multistate-assisted spring coil embolization at the hospital between January 2017 and October 2023 were retrospectively reviewed, including clinical and imaging data gathered at admission and discharge. The prognosis was determined based on mRS grade at discharge, and the patients were divided into excellent prognosis (mRS 0-2 points) and poor prognosis (mRS 3-6 points). They were split into two groups: recurrence and no-recurrence, based on whether the patients had recurrence during surgical follow-up. The patient's clinical information and aneurysm data were compared between the two groups to better understand the efficacy of multi-stenting for IDA and to investigate the factors that influence the good or negative prognosis of multi-stenting for IDA and recurrence.</p><p><strong>Results: </strong>The prognosis was poor in 10 patients, 7 of whom died, while 59 had an excellent prognosis. Hunt-Hess classification (χ2 = 25.503a, P = < 0.01), hospitalization days (t=-3.873, P < 0.01), operation time (t=-1.970, P = 0.049), and aneurysm height (t=-1.969, P = 0.049) were all significant. 62 patients were discharged with 4 postoperative recurrences and 58 without recurrences in patients treated with multiple stents, with significant differences in the largest diameter (t=-2.235, P = 0.025), basal length (t=-2.149, P = 0.032), and position(located in pica base or not ) (χ2 = 10.955a, P = 0.001). The postoperative recurrence rate was 5.8%, but 85.8% reported satisfactory neurologic function (mRS ≤ 2). The case fatality rate was 10.1%.</p><p><strong>Conclusion: </strong>Hunt-Hess grading on admission, aneurysm high, and operation time affect the prognosis of IDA, Hunt-Hess grade was an independent risk factor for prognosis. Aneurysm size, longest diameter, basal length, and location at the base of the pica affect recurrence. Located in pica base by the dissecting aneurysm is an independent risk factor for recurrence.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":"24 1","pages":"495"},"PeriodicalIF":2.2,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11687087/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142906596","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The joint effects of inflammation and renal function status on in-hospital outcomes in patients with acute ischemic stroke treated with intravenous thrombolysis. 急性缺血性脑卒中静脉溶栓治疗中炎症和肾功能状况对住院预后的共同影响
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-12-31 DOI: 10.1186/s12883-024-04002-6
Zhichao Huang, Xiaoyue Zhu, Xiuman Xu, Yi Wang, Yafang Zhu, Dongqin Chen, Yongjun Cao, Xia Zhang

Objective: We aimed to determine the predictive value of renal function status [estimating glomerular filtration rate (eGFR)] in conjunction with inflammatory biomarkers [white blood cell(WBC) and C-reactive protein (CRP)] for in-hospital outcomes in acute ischemic stroke (AIS) patients treated with intravenous thrombolysis (IVT).

Methods: We retrospectively screened a total of 409 AIS patients treated with IVT. The study participants were classified into two groups according to post-stroke pneumonia or functional outcome. They were divided into four groups according to the cut-offs of inflammatory biomarkers and eGFR by receiver operating characteristics(ROC) curves for two outcomes of post-stroke pneumonia and functional status: WBC↓/eGFR↑, WBC↓/eGFR↓, WBC↑/eGFR↑, and WBC↑/eGFR↓for post-stroke pneumonia; and CRP↓/eGFR↑, CRP↓/eGFR↓, CRP↑/eGFR↑, and CRP↑/eGFR↓for functional outcome. Logistic regression models were used to calculate the odds ratios (ORs) and 95% confidence intervals (CIs) of post-stroke pneumonia or at-discharge functional outcome, using the WBC↓/eGFR↑group or CRP↓/eGFR↑group as the reference. The Net Reclassification Index (NRI) and the Integrated Discrimination Improvement (IDI) were calculated to analyze the combined predictive value.

Results: Compared with patients in WBC↓/eGFR↑group, those in WBC↑/eGFR↑group had increased risk of post-stroke pneumonia (OR 5.15, 95% CI 1.67-15.87) and poor functional outcome (OR 5.95, 95% CI 2.25-15.74). Furthermore, patients in WBC↑/ eGFR↓group had the highest risk of clinical outcomes (all P value for trend < 0.001), the multivariable-adjusted ORs (95% CIs) were 7.04 (2.42-20.46) for post-stroke pneumonia and 8.64 (3.30-22.65) for poor functional outcome. The addition of WBC and eGFR to the basic model significantly improved risk prediction for post-stroke pneumonia (category-free NRI 69.0%, 95% CI 47.3%-90.7%; IDI 5.4%, 95% CI 2.6%-8.3%) and functional outcome (category-free NRI 59.4%, 95% CI 39.2%-79.9%; IDI 5.3%, 95% CI 2.9%-7.8%). Similarly, when we added CRP and eGFR to the basic model with conventional risk factors, the risk discrimination and prediction for post-stroke pneumonia and functional outcome was also significantly improved.

Conclusion: Combining renal function status and inflammatory biomarkers within 4.5 h after onset could better predict in-hospital outcomes of AIS patients with IVT.

目的:我们旨在确定肾功能状态[估计肾小球滤过率(eGFR)]结合炎症生物标志物[白细胞(WBC)和c反应蛋白(CRP)]对急性缺血性卒中(AIS)患者接受静脉溶栓(IVT)治疗的住院预后的预测价值。方法:回顾性筛选409例接受IVT治疗的AIS患者。研究参与者根据中风后肺炎或功能结果分为两组。根据炎症生物标志物和eGFR通过受试者工作特征(ROC)曲线的截断值与脑卒中后肺炎的两种结局和功能状态分为四组:脑卒中后肺炎的WBC↓/eGFR↑、WBC↓/eGFR↓、WBC↑/eGFR↑和WBC↑/eGFR↓;CRP↓/eGFR↑、CRP↓/eGFR↓、CRP↑/eGFR↑和CRP↑/eGFR↓的功能结局。以WBC↓/eGFR↑组或CRP↓/eGFR↑组为参考,采用Logistic回归模型计算脑卒中后肺炎或出院时功能结局的优势比(ORs)和95%置信区间(CIs)。计算净重分类指数(NRI)和综合判别改善指数(IDI),分析其联合预测值。结果:与WBC↓/eGFR↑组相比,WBC↑/eGFR↑组卒中后肺炎风险增加(OR 5.15, 95% CI 1.67-15.87),功能预后差(OR 5.95, 95% CI 2.25-15.74)。WBC↑/ eGFR↓组患者临床转归风险最高(均为趋势P值)。结论:结合起病后4.5 h内的肾功能状态和炎症生物标志物可以更好地预测AIS合并IVT患者的院内转归。
{"title":"The joint effects of inflammation and renal function status on in-hospital outcomes in patients with acute ischemic stroke treated with intravenous thrombolysis.","authors":"Zhichao Huang, Xiaoyue Zhu, Xiuman Xu, Yi Wang, Yafang Zhu, Dongqin Chen, Yongjun Cao, Xia Zhang","doi":"10.1186/s12883-024-04002-6","DOIUrl":"10.1186/s12883-024-04002-6","url":null,"abstract":"<p><strong>Objective: </strong>We aimed to determine the predictive value of renal function status [estimating glomerular filtration rate (eGFR)] in conjunction with inflammatory biomarkers [white blood cell(WBC) and C-reactive protein (CRP)] for in-hospital outcomes in acute ischemic stroke (AIS) patients treated with intravenous thrombolysis (IVT).</p><p><strong>Methods: </strong>We retrospectively screened a total of 409 AIS patients treated with IVT. The study participants were classified into two groups according to post-stroke pneumonia or functional outcome. They were divided into four groups according to the cut-offs of inflammatory biomarkers and eGFR by receiver operating characteristics(ROC) curves for two outcomes of post-stroke pneumonia and functional status: WBC↓/eGFR↑, WBC↓/eGFR↓, WBC↑/eGFR↑, and WBC↑/eGFR↓for post-stroke pneumonia; and CRP↓/eGFR↑, CRP↓/eGFR↓, CRP↑/eGFR↑, and CRP↑/eGFR↓for functional outcome. Logistic regression models were used to calculate the odds ratios (ORs) and 95% confidence intervals (CIs) of post-stroke pneumonia or at-discharge functional outcome, using the WBC↓/eGFR↑group or CRP↓/eGFR↑group as the reference. The Net Reclassification Index (NRI) and the Integrated Discrimination Improvement (IDI) were calculated to analyze the combined predictive value.</p><p><strong>Results: </strong>Compared with patients in WBC↓/eGFR↑group, those in WBC↑/eGFR↑group had increased risk of post-stroke pneumonia (OR 5.15, 95% CI 1.67-15.87) and poor functional outcome (OR 5.95, 95% CI 2.25-15.74). Furthermore, patients in WBC↑/ eGFR↓group had the highest risk of clinical outcomes (all P value for trend < 0.001), the multivariable-adjusted ORs (95% CIs) were 7.04 (2.42-20.46) for post-stroke pneumonia and 8.64 (3.30-22.65) for poor functional outcome. The addition of WBC and eGFR to the basic model significantly improved risk prediction for post-stroke pneumonia (category-free NRI 69.0%, 95% CI 47.3%-90.7%; IDI 5.4%, 95% CI 2.6%-8.3%) and functional outcome (category-free NRI 59.4%, 95% CI 39.2%-79.9%; IDI 5.3%, 95% CI 2.9%-7.8%). Similarly, when we added CRP and eGFR to the basic model with conventional risk factors, the risk discrimination and prediction for post-stroke pneumonia and functional outcome was also significantly improved.</p><p><strong>Conclusion: </strong>Combining renal function status and inflammatory biomarkers within 4.5 h after onset could better predict in-hospital outcomes of AIS patients with IVT.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":"24 1","pages":"493"},"PeriodicalIF":2.2,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11686970/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142906598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A robust Parkinson's disease detection model based on time-varying synaptic efficacy function in spiking neural network. 基于时变突触效能函数的脉冲神经网络鲁棒帕金森病检测模型。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-12-30 DOI: 10.1186/s12883-024-04001-7
Priya Das, Sarita Nanda, Ganapati Panda, Sujata Dash, Amel Ksibi, Shrooq Alsenan, Wided Bouchelligua, Saurav Mallik

Parkinson's disease (PD) is a neurodegenerative disease affecting millions of people around the world. Conventional PD detection algorithms are generally based on first and second-generation artificial neural network (ANN) models which consume high energy and have complex architecture. Considering these limitations, a time-varying synaptic efficacy function based leaky-integrate and fire neuron model, called SEFRON is used for the detection of PD. SEFRON explores the advantages of Spiking Neural Network (SNN) which is suitable for neuromorphic devices. To evaluate the performance of SEFRON, 2 publicly available standard datasets, namely (1) UCI: Oxford Parkinson's Disease Detection Dataset and (2) UCI: Parkinson Dataset with replicated acoustic features are used. The performance is compared with other well-known neural network models: Multilayer Perceptron Neural Network (MLP-NN), Radial Basis Function Neural Network (RBF-NN), Recurrent Neural Network (RNN) and Long short-term memory (LSTM). The experimental results demonstrate that the SEFRON classifier achieves a maximum accuracy of 100% and an average accuracy of 99.49% on dataset 1. For dataset 2, it attains a peak accuracy of 94% and an average accuracy of 91.94%, outperforming the other classifiers in both cases. From the performance, it is proved that the presented model can help to develop a robust automated PD detection device that can assist the physicians to diagnose the disease at its early stage.

帕金森病(PD)是一种神经退行性疾病,影响着全世界数百万人。传统的PD检测算法一般是基于第一代和第二代人工神经网络(ANN)模型,这些模型耗能大、结构复杂。考虑到这些局限性,我们采用了一种基于时变突触效能函数的漏积分和火神经元模型SEFRON来检测PD。SEFRON探索了适用于神经形态器件的峰值神经网络(SNN)的优点。为了评估SEFRON的性能,我们使用了2个公开的标准数据集,即:(1)UCI:牛津帕金森病检测数据集和(2)UCI:具有复制声学特征的帕金森数据集。将其性能与其他知名神经网络模型进行了比较:多层感知器神经网络(MLP-NN)、径向基函数神经网络(RBF-NN)、循环神经网络(RNN)和长短期记忆(LSTM)。实验结果表明,SEFRON分类器在数据集1上的最大准确率为100%,平均准确率为99.49%。对于数据集2,它的峰值准确率为94%,平均准确率为91.94%,在这两种情况下都优于其他分类器。实验结果表明,该模型可以帮助开发鲁棒的PD自动检测设备,帮助医生在疾病早期进行诊断。
{"title":"A robust Parkinson's disease detection model based on time-varying synaptic efficacy function in spiking neural network.","authors":"Priya Das, Sarita Nanda, Ganapati Panda, Sujata Dash, Amel Ksibi, Shrooq Alsenan, Wided Bouchelligua, Saurav Mallik","doi":"10.1186/s12883-024-04001-7","DOIUrl":"10.1186/s12883-024-04001-7","url":null,"abstract":"<p><p>Parkinson's disease (PD) is a neurodegenerative disease affecting millions of people around the world. Conventional PD detection algorithms are generally based on first and second-generation artificial neural network (ANN) models which consume high energy and have complex architecture. Considering these limitations, a time-varying synaptic efficacy function based leaky-integrate and fire neuron model, called SEFRON is used for the detection of PD. SEFRON explores the advantages of Spiking Neural Network (SNN) which is suitable for neuromorphic devices. To evaluate the performance of SEFRON, 2 publicly available standard datasets, namely (1) UCI: Oxford Parkinson's Disease Detection Dataset and (2) UCI: Parkinson Dataset with replicated acoustic features are used. The performance is compared with other well-known neural network models: Multilayer Perceptron Neural Network (MLP-NN), Radial Basis Function Neural Network (RBF-NN), Recurrent Neural Network (RNN) and Long short-term memory (LSTM). The experimental results demonstrate that the SEFRON classifier achieves a maximum accuracy of 100% and an average accuracy of 99.49% on dataset 1. For dataset 2, it attains a peak accuracy of 94% and an average accuracy of 91.94%, outperforming the other classifiers in both cases. From the performance, it is proved that the presented model can help to develop a robust automated PD detection device that can assist the physicians to diagnose the disease at its early stage.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":"24 1","pages":"492"},"PeriodicalIF":2.2,"publicationDate":"2024-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11684134/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142902562","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
lncRNA six3os1 diagnoses acute stroke, predicts disease severity, and predicts post-stroke cognitive impairment. lncRNA six3os1诊断急性卒中,预测疾病严重程度,并预测卒中后认知障碍。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-12-26 DOI: 10.1186/s12883-024-04003-5
Yan Liu, Rui Wang, Junsheng Zeng, Wei Zhao, Yanqiao Xiao, Heng Jiang, Te Wang

Background: Stroke is the main cause of death and disability. Post-stroke cognitive impairment (PSCI) is one of the most severe complications of stroke, which lacks effective biomarkers for its early detection.

Objective: This study evaluated the significance of lncRNA SIX3OS1 in acute stroke and PSCI aiming to identify a novel biomarker.

Patients and methods: The study enrolled 138 patients with acute stroke and 80 healthy individuals. By comparing the serum SIX3OS1 in acute stroke and healthy individuals, the significance of SIX3OS1 in diagnosing acute stroke, assessing disease severity, and predicting the risk of PSCI was revealed.

Results: Significant upregulation of SIX3OS1 in acute stroke was observed, which discriminated patients with acute stroke from healthy individuals and indicated severe disease conditions of patients. There were 72 acute stroke patients who had PSCI accounting for 52.17% that showed a higher serum SIX3OS1 level than post-stroke cognitive normal patients. The increasing serum SIX3OS1 level was also identified as a risk factor for PSCI and could distinguish PSCI patients. Additionally, SIX3OS1 showed a negative correlation with the MoCA score of PSCI patients.

Conclusion: Serum SIX3OS1 level can be considered a biomarker for screening acute stroke and a predictor for PSCI.

背景:中风是导致死亡和残疾的主要原因。脑卒中后认知障碍(PSCI)是脑卒中最严重的并发症之一,缺乏有效的早期检测生物标志物。目的:评价lncRNA SIX3OS1在急性脑卒中和PSCI中的意义,旨在发现一种新的生物标志物。患者和方法:该研究纳入了138例急性卒中患者和80例健康人。通过比较急性脑卒中患者与健康人群血清SIX3OS1水平,揭示SIX3OS1在急性脑卒中诊断、疾病严重程度评估、PSCI发病风险预测等方面的意义。结果:SIX3OS1在急性脑卒中中表达显著上调,可将急性脑卒中患者与健康人群区分开来,提示患者病情严重。72例急性脑卒中PSCI患者血清SIX3OS1水平高于脑卒中后认知正常患者,占52.17%。血清SIX3OS1水平升高也被认为是PSCI的危险因素,可以区分PSCI患者。此外,SIX3OS1与PSCI患者MoCA评分呈负相关。结论:血清SIX3OS1水平可作为筛查急性卒中的生物标志物和PSCI的预测指标。
{"title":"lncRNA six3os1 diagnoses acute stroke, predicts disease severity, and predicts post-stroke cognitive impairment.","authors":"Yan Liu, Rui Wang, Junsheng Zeng, Wei Zhao, Yanqiao Xiao, Heng Jiang, Te Wang","doi":"10.1186/s12883-024-04003-5","DOIUrl":"10.1186/s12883-024-04003-5","url":null,"abstract":"<p><strong>Background: </strong>Stroke is the main cause of death and disability. Post-stroke cognitive impairment (PSCI) is one of the most severe complications of stroke, which lacks effective biomarkers for its early detection.</p><p><strong>Objective: </strong>This study evaluated the significance of lncRNA SIX3OS1 in acute stroke and PSCI aiming to identify a novel biomarker.</p><p><strong>Patients and methods: </strong>The study enrolled 138 patients with acute stroke and 80 healthy individuals. By comparing the serum SIX3OS1 in acute stroke and healthy individuals, the significance of SIX3OS1 in diagnosing acute stroke, assessing disease severity, and predicting the risk of PSCI was revealed.</p><p><strong>Results: </strong>Significant upregulation of SIX3OS1 in acute stroke was observed, which discriminated patients with acute stroke from healthy individuals and indicated severe disease conditions of patients. There were 72 acute stroke patients who had PSCI accounting for 52.17% that showed a higher serum SIX3OS1 level than post-stroke cognitive normal patients. The increasing serum SIX3OS1 level was also identified as a risk factor for PSCI and could distinguish PSCI patients. Additionally, SIX3OS1 showed a negative correlation with the MoCA score of PSCI patients.</p><p><strong>Conclusion: </strong>Serum SIX3OS1 level can be considered a biomarker for screening acute stroke and a predictor for PSCI.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":"24 1","pages":"491"},"PeriodicalIF":2.2,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11670514/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142892072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Repetitive transcranial magnetic stimulation improves cognition, depression, and walking ability in patients with Parkinson's disease: a meta-analysis. 重复经颅磁刺激可改善帕金森病患者的认知、抑郁和行走能力:一项荟萃分析
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-12-24 DOI: 10.1186/s12883-024-03990-9
Mingchen Wang, Wenyu Zhang, Wanli Zang

Objective: To evaluate the efficacy of repetitive transcranial magnetic stimulation (rTMS) on cognitive function, depression, and walking ability in patients with Parkinson's disease.

Methods: A comprehensive search was conducted in PubMed, Web of Science, Embase, Cochrane Library, China National Knowledge Infrastructure (CNKI), Chinese Biomedical Literature Database (CBM), VIP Database, and Wanfang Database. Randomized controlled trials (RCTs) on rTMS treatment in Parkinson's disease patients were retrieved, covering the period from the inception of each database to July 2024. The quality of the included studies was assessed using the Cochrane risk of bias tool. Two researchers independently screened the literature, extracted data, and assessed the risk of bias in the studies. Data synthesis and analysis were performed using RevMan 5.4 and Stata 17.0 software.

Results: A total of 15 studies were included. The meta-analysis revealed that rTMS significantly improved the MOCA score (MD = 2.98, 95% CI 2.08, 3.88, P = 0.000), TUGT score (SMD=-0.72, 95% CI -1.43, 0.00, P = 0.048), FOG-Q score (SMD=-0.54, 95% CI -0.97, -0.11, P = 0.01), and UPDRS-III score (SMD=-0.66, 95% CI -0.84, -0.47, P = 0.000) in Parkinson's disease patients, and also alleviated depressive symptoms as measured by the HAMD (SMD=-0.43, 95% CI -0.72, -0.13, P = 0.004).

Conclusions: rTMS can improve cognitive function, depressive symptoms, and walking ability in patients with Parkinson's disease.

目的:探讨重复经颅磁刺激(rTMS)对帕金森病患者认知功能、抑郁和行走能力的影响。方法:综合检索PubMed、Web of Science、Embase、Cochrane Library、中国知网(CNKI)、中国生物医学文献数据库(CBM)、VIP数据库、万方数据库。检索了rTMS治疗帕金森病患者的随机对照试验(rct),涵盖了从每个数据库建立到2024年7月的时间。使用Cochrane偏倚风险工具评估纳入研究的质量。两名研究人员独立筛选文献,提取数据,并评估研究中的偏倚风险。采用RevMan 5.4和Stata 17.0软件进行数据综合分析。结果:共纳入15项研究。meta分析显示,rTMS可显著改善帕金森病患者MOCA评分(MD = 2.98, 95% CI 2.08, 3.88, P = 0.000)、TUGT评分(SMD=-0.72, 95% CI -1.43, 0.00, P = 0.048)、fogg - q评分(SMD=-0.54, 95% CI -0.97, -0.11, P = 0.01)、UPDRS-III评分(SMD=-0.66, 95% CI -0.84, -0.47, P = 0.000),并可缓解HAMD测量的抑郁症状(SMD=-0.43, 95% CI -0.72, -0.13, P = 0.004)。结论:rTMS可改善帕金森病患者的认知功能、抑郁症状和行走能力。
{"title":"Repetitive transcranial magnetic stimulation improves cognition, depression, and walking ability in patients with Parkinson's disease: a meta-analysis.","authors":"Mingchen Wang, Wenyu Zhang, Wanli Zang","doi":"10.1186/s12883-024-03990-9","DOIUrl":"10.1186/s12883-024-03990-9","url":null,"abstract":"<p><strong>Objective: </strong>To evaluate the efficacy of repetitive transcranial magnetic stimulation (rTMS) on cognitive function, depression, and walking ability in patients with Parkinson's disease.</p><p><strong>Methods: </strong>A comprehensive search was conducted in PubMed, Web of Science, Embase, Cochrane Library, China National Knowledge Infrastructure (CNKI), Chinese Biomedical Literature Database (CBM), VIP Database, and Wanfang Database. Randomized controlled trials (RCTs) on rTMS treatment in Parkinson's disease patients were retrieved, covering the period from the inception of each database to July 2024. The quality of the included studies was assessed using the Cochrane risk of bias tool. Two researchers independently screened the literature, extracted data, and assessed the risk of bias in the studies. Data synthesis and analysis were performed using RevMan 5.4 and Stata 17.0 software.</p><p><strong>Results: </strong>A total of 15 studies were included. The meta-analysis revealed that rTMS significantly improved the MOCA score (MD = 2.98, 95% CI 2.08, 3.88, P = 0.000), TUGT score (SMD=-0.72, 95% CI -1.43, 0.00, P = 0.048), FOG-Q score (SMD=-0.54, 95% CI -0.97, -0.11, P = 0.01), and UPDRS-III score (SMD=-0.66, 95% CI -0.84, -0.47, P = 0.000) in Parkinson's disease patients, and also alleviated depressive symptoms as measured by the HAMD (SMD=-0.43, 95% CI -0.72, -0.13, P = 0.004).</p><p><strong>Conclusions: </strong>rTMS can improve cognitive function, depressive symptoms, and walking ability in patients with Parkinson's disease.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":"24 1","pages":"490"},"PeriodicalIF":2.2,"publicationDate":"2024-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11668114/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142881205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A fatal familial insomnia patient initially misdiagnosed as Alzheimer's disease: a case report. 一例致命的家族性失眠症患者最初被误诊为阿尔茨海默病:病例报告。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-12-23 DOI: 10.1186/s12883-024-03999-0
Meizhao Qiao, Huimin Wu, Lei Chi, Qun Yao, Xinyang Qi, Xing Ye, Xingjian Lin, Minjie Tian

Background: Fatal familial insomnia (FFI) is a rare autosomal dominant inherited disease and a type of prion diseases. We report a case of fatal familial insomnia (FFI) in a 52-year-old man who was initially misdiagnosed as Alzheimer's disease.

Case presentation: The patient presented with persistent insomnia as the initial symptom, accompanied by cognitive impairment, autonomic dysfunction, and disorders of voluntary movement. Cerebrospinal fluid analysis revealed a decrease in Aβ1-40 levels and an increase in total tau protein. Cranial imaging demonstrated bilateral hippocampal atrophy, while long-term video electroencephalography indicated focal abnormalities. The patient's prion protein gene was D178N/129MM type, confirmed the diagnosis of FFI.

Conclusions: The key characteristics of FFI include insomnia and rapidly progressive dementia, its differential diagnosis with AD has been extensively discussed in clinical practice. This is the first report of FFI concerning Aβ and tau protein, raises the awareness that the ratio of p-tau/t-tau in cerebrospinal fluid can provide valuable diagnostic clues for FFI.

背景:致死性家族性失眠症(FFI)是一种罕见的常染色体显性遗传病,是一类朊病毒疾病。我们报告一例致死性家族性失眠症(FFI)在一个52岁的男子谁最初被误诊为阿尔茨海默病。病例表现:患者首发症状为持续失眠,伴认知障碍、自主神经功能障碍、自主运动障碍。脑脊液分析显示a β1-40水平下降,总tau蛋白升高。颅成像显示双侧海马萎缩,而长期视频脑电图显示局灶性异常。患者朊蛋白基因为D178N/129MM型,确诊为FFI。结论:FFI的主要特征为失眠和快速进行性痴呆,其与AD的鉴别诊断在临床上已被广泛讨论。这是关于Aβ和tau蛋白的FFI的首次报道,提高了人们对脑脊液p-tau/t-tau比值可为FFI提供有价值的诊断线索的认识。
{"title":"A fatal familial insomnia patient initially misdiagnosed as Alzheimer's disease: a case report.","authors":"Meizhao Qiao, Huimin Wu, Lei Chi, Qun Yao, Xinyang Qi, Xing Ye, Xingjian Lin, Minjie Tian","doi":"10.1186/s12883-024-03999-0","DOIUrl":"10.1186/s12883-024-03999-0","url":null,"abstract":"<p><strong>Background: </strong>Fatal familial insomnia (FFI) is a rare autosomal dominant inherited disease and a type of prion diseases. We report a case of fatal familial insomnia (FFI) in a 52-year-old man who was initially misdiagnosed as Alzheimer's disease.</p><p><strong>Case presentation: </strong>The patient presented with persistent insomnia as the initial symptom, accompanied by cognitive impairment, autonomic dysfunction, and disorders of voluntary movement. Cerebrospinal fluid analysis revealed a decrease in Aβ<sub>1-40</sub> levels and an increase in total tau protein. Cranial imaging demonstrated bilateral hippocampal atrophy, while long-term video electroencephalography indicated focal abnormalities. The patient's prion protein gene was D178N/129MM type, confirmed the diagnosis of FFI.</p><p><strong>Conclusions: </strong>The key characteristics of FFI include insomnia and rapidly progressive dementia, its differential diagnosis with AD has been extensively discussed in clinical practice. This is the first report of FFI concerning Aβ and tau protein, raises the awareness that the ratio of p-tau/t-tau in cerebrospinal fluid can provide valuable diagnostic clues for FFI.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":"24 1","pages":"489"},"PeriodicalIF":2.2,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11665128/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142881133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A case report of neuronal intranuclear inclusion disease and literature review. 神经元核内包涵病1例报告并文献复习。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-12-20 DOI: 10.1186/s12883-024-03997-2
Jie Li, Guogao Zhang, Jianrong Zheng, Jun Hu, Yunong Li

Neuronal intranuclear inclusion disease (NIID) is a rare progressive neurodegenerative disease with a characteristic pathological feature of eosinophilic hyaluronan inclusions in the nervous system and internal organs. The identification of GGC-repeat expansions in the Notch 2 N-terminal like C (NOTCH2NLC) gene facilitates the accurate diagnosis of NIID. Due to its rareness and high clinical heterogeneity, the diagnosis of NIID is often delayed or missed. Here, we report a case of NIID mimicking autoimmune encephalitis. A 55-year-old Chinese man presented with fever, headache, recurrent seizures, and weakness in the upper and lower left limbs. Brain MRI revealed diffuse T2/ FLAIR-hyperintense lesions in the bilateral basal ganglia, corpus callosum, and periventricular white matter, with swelling of the right temporal, frontal, and parietal cortices accompanied by meningeal enhancement. Abnormally high signal lesions were observed in the corticomedullary junction in diffusion-weighted imaging (DWI). The infectious or autoimmune disease screening of central nervous system using CSF was normal. The test of GGC-repeat expansion in the NOTCH2NLC gene by capillary electrophoresis indicated GGC repeats (48 and 110 GGC repeats), which supported the diagnosis of NIID. After treatment with glucocorticoid, the clinical symptoms of this patient improved significantly. In the literature, 12 cases of NIID presenting with encephalitis-like attacks were identified, most of which were recurrent, accompanied by progressive symptoms such as dementia, Parkinsonism symptoms, migraine, or dysuria. In this case, there was a single encephalitis-like episode without other progressive symptoms. In patients with encephalitis-like symptoms, NIID should be considered, especially when no other evidence of infection is found, as demonstrated in this case. In addition, long-term monitoring of disease progression is also very important.

神经元核内包涵体病(NIID)是一种罕见的进行性神经退行性疾病,其典型病理特征是神经系统和内脏的嗜酸性透明质酸包涵体。鉴定Notch 2 n端如C (NOTCH2NLC)基因的GGC-repeat扩增有助于NIID的准确诊断。由于其罕见性和临床异质性,NIID的诊断经常被延误或遗漏。在此,我们报告一例模拟自身免疫性脑炎的NIID。55岁中国男性,表现为发热、头痛、反复发作、左上下肢无力。脑MRI显示双侧基底节区、胼胝体和脑室周围白质弥漫性T2/ flair高信号病变,右侧颞叶、额叶和顶叶皮质肿胀伴脑膜增强。弥散加权成像(DWI)在皮质-髓交界处观察到异常高信号病变。脑脊液对中枢神经系统感染性或自身免疫性疾病筛查正常。毛细管电泳检测NOTCH2NLC基因GGC-repeat扩增结果显示GGC重复(48和110个GGC重复),支持NIID的诊断。经糖皮质激素治疗后,患者临床症状明显改善。在文献中,有12例NIID表现为脑炎样发作,其中大多数是复发性的,并伴有进行性症状,如痴呆、帕金森症状、偏头痛或排尿困难。本病例有一次脑炎样发作,无其他进行性症状。在有脑炎样症状的患者中,应考虑NIID,特别是在没有发现其他感染证据的情况下,如本病例所示。此外,长期监测疾病进展也非常重要。
{"title":"A case report of neuronal intranuclear inclusion disease and literature review.","authors":"Jie Li, Guogao Zhang, Jianrong Zheng, Jun Hu, Yunong Li","doi":"10.1186/s12883-024-03997-2","DOIUrl":"10.1186/s12883-024-03997-2","url":null,"abstract":"<p><p>Neuronal intranuclear inclusion disease (NIID) is a rare progressive neurodegenerative disease with a characteristic pathological feature of eosinophilic hyaluronan inclusions in the nervous system and internal organs. The identification of GGC-repeat expansions in the Notch 2 N-terminal like C (NOTCH2NLC) gene facilitates the accurate diagnosis of NIID. Due to its rareness and high clinical heterogeneity, the diagnosis of NIID is often delayed or missed. Here, we report a case of NIID mimicking autoimmune encephalitis. A 55-year-old Chinese man presented with fever, headache, recurrent seizures, and weakness in the upper and lower left limbs. Brain MRI revealed diffuse T2/ FLAIR-hyperintense lesions in the bilateral basal ganglia, corpus callosum, and periventricular white matter, with swelling of the right temporal, frontal, and parietal cortices accompanied by meningeal enhancement. Abnormally high signal lesions were observed in the corticomedullary junction in diffusion-weighted imaging (DWI). The infectious or autoimmune disease screening of central nervous system using CSF was normal. The test of GGC-repeat expansion in the NOTCH2NLC gene by capillary electrophoresis indicated GGC repeats (48 and 110 GGC repeats), which supported the diagnosis of NIID. After treatment with glucocorticoid, the clinical symptoms of this patient improved significantly. In the literature, 12 cases of NIID presenting with encephalitis-like attacks were identified, most of which were recurrent, accompanied by progressive symptoms such as dementia, Parkinsonism symptoms, migraine, or dysuria. In this case, there was a single encephalitis-like episode without other progressive symptoms. In patients with encephalitis-like symptoms, NIID should be considered, especially when no other evidence of infection is found, as demonstrated in this case. In addition, long-term monitoring of disease progression is also very important.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":"24 1","pages":"488"},"PeriodicalIF":2.2,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11660584/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142871350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Benefits of early MR-Imaging in patients with acute spontaneous intracerebral hemorrhage: a retrospective study. 急性自发性脑出血患者早期核磁共振成像的益处:一项回顾性研究。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-12-20 DOI: 10.1186/s12883-024-03992-7
Benedikt Grund, Anne Ebert, Vesile Sandikci, Eva Neumaier-Probst, Angelika Alonso

Background: Neuroimaging plays a vital role in the diagnosis of intracerebral hemorrhage (ICH) and in identifying the underlying etiology for appropriate therapeutic approach. This study aims to determine the significance and potential advantages of using early magnetic resonance imaging (MRI) as a diagnostic tool for ICH.

Methods: This retrospective study included 359 patients with ICH treated at the Department of Neurology, Mannheim University Hospital between January 2017 and December 2021. Patient characteristics, stroke severity and imaging procedures were descriptively analyzed. Factors associated with the choice of imaging modalities were evaluated. The etiology of hemorrhage was retrospectively analyzed using the existing data. We recorded the reassignment of ICH etiology by comparing the assessment after first sole review of CT scan and then subsequent MRI review. The overall rate of reassignments and the reassignments per CT-based initial etiology were analyzed.

Results: In the sample of 359 patients with ICH (mean age 73.1 years, 55.4% male), patients receiving an additional MRI were significantly younger (p < .001) and were less severely affected by stroke (median NIHSS score 5 vs. 15, p < .001). MRI was performed significantly less frequently in patients who died during hospitalization (11.7% vs. 63.9%, p < .001). MRI led to a reassignment of ICH etiology in 48.2% of cases (80/166), uncovering unknown underlying causes in 69% of cases (49/71). Reassignment occurred most frequently in patients with a CT-based diagnosis of hypertensive ICH (18/50). The most frequent reassigned etiologies after MR imaging were cerebral amyloid angiopathy (CAA; 36 patients) and secondary hemorrhage of an ischemic stroke (30 patients).

Conclusions: Early MR imaging in patients with ICH improves the determination of underlying etiology and the conception of an appropriate treatment approach, potentially contributing to better patient outcomes.

背景:神经影像学在脑出血(ICH)的诊断和确定潜在的病因以采取适当的治疗方法方面起着至关重要的作用。本研究旨在确定早期磁共振成像(MRI)作为脑出血诊断工具的意义和潜在优势。方法:本回顾性研究纳入了2017年1月至2021年12月在曼海姆大学医院神经内科治疗的359例脑出血患者。对患者特征、脑卒中严重程度和影像学检查进行描述性分析。评估与选择成像方式相关的因素。利用现有资料对出血的病因进行回顾性分析。我们通过比较首次CT扫描和随后的MRI检查后的评估来记录脑出血病因的重新分配。分析了总体重分配率和基于ct的初始病因的重分配。结果:在359例脑出血患者(平均年龄73.1岁,55.4%为男性)的样本中,接受额外MRI检查的患者明显更年轻(p结论:早期脑出血患者的MR成像改善了潜在病因的确定和适当治疗方法的概念,可能有助于更好的患者预后。
{"title":"Benefits of early MR-Imaging in patients with acute spontaneous intracerebral hemorrhage: a retrospective study.","authors":"Benedikt Grund, Anne Ebert, Vesile Sandikci, Eva Neumaier-Probst, Angelika Alonso","doi":"10.1186/s12883-024-03992-7","DOIUrl":"10.1186/s12883-024-03992-7","url":null,"abstract":"<p><strong>Background: </strong>Neuroimaging plays a vital role in the diagnosis of intracerebral hemorrhage (ICH) and in identifying the underlying etiology for appropriate therapeutic approach. This study aims to determine the significance and potential advantages of using early magnetic resonance imaging (MRI) as a diagnostic tool for ICH.</p><p><strong>Methods: </strong>This retrospective study included 359 patients with ICH treated at the Department of Neurology, Mannheim University Hospital between January 2017 and December 2021. Patient characteristics, stroke severity and imaging procedures were descriptively analyzed. Factors associated with the choice of imaging modalities were evaluated. The etiology of hemorrhage was retrospectively analyzed using the existing data. We recorded the reassignment of ICH etiology by comparing the assessment after first sole review of CT scan and then subsequent MRI review. The overall rate of reassignments and the reassignments per CT-based initial etiology were analyzed.</p><p><strong>Results: </strong>In the sample of 359 patients with ICH (mean age 73.1 years, 55.4% male), patients receiving an additional MRI were significantly younger (p < .001) and were less severely affected by stroke (median NIHSS score 5 vs. 15, p < .001). MRI was performed significantly less frequently in patients who died during hospitalization (11.7% vs. 63.9%, p < .001). MRI led to a reassignment of ICH etiology in 48.2% of cases (80/166), uncovering unknown underlying causes in 69% of cases (49/71). Reassignment occurred most frequently in patients with a CT-based diagnosis of hypertensive ICH (18/50). The most frequent reassigned etiologies after MR imaging were cerebral amyloid angiopathy (CAA; 36 patients) and secondary hemorrhage of an ischemic stroke (30 patients).</p><p><strong>Conclusions: </strong>Early MR imaging in patients with ICH improves the determination of underlying etiology and the conception of an appropriate treatment approach, potentially contributing to better patient outcomes.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":"24 1","pages":"487"},"PeriodicalIF":2.2,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11660564/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142871352","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictive modeling of ICU-AW inflammatory factors based on machine learning. 基于机器学习的ICU-AW炎症因子预测建模。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-12-19 DOI: 10.1186/s12883-024-03981-w
Yuanyaun Guo, Wenpeng Shan, Jie Xiang

Background: ICU-acquired weakness (ICU-AW) is a common complication among ICU patients. We used machine learning techniques to construct an ICU-AW inflammatory factor prediction model to predict the risk of disease development and reduce the incidence of ICU-AW.

Methods: The least absolute shrinkage and selection operator (LASSO) technique was used to screen key variables related to ICU-AW. Eleven indicators, such as the presence of sepsis, glucocorticoids (GC), neuromuscular blocking agents (NBAs), length of ICU stay, Acute Physiology and Chronic Health Evaluation (APACHE II) II score, and the levels of albumin (ALB), lactate (LAC), glucose (GLU), interleukin-1β (IL-1β), interleukin-6 (IL-6), and interleukin-10 (IL-10), were used as variables to establish the prediction model. We divided the data into a dataset that included inflammatory factors and a dataset that excluded inflammatory factors. Specifically, 70% of the participants in both datasets were used as the training set, and 30% of the participants were used as the test set. Three machine learning methods, logistic regression (LR), random forest (RF), and extreme gradient boosting (XGB), were used in the 70% participant training set to construct six different models, which were validated and evaluated in the remaining 30% of the participants as the test set. The optimal model was visualized for prediction using nomograms.

Results: The logistic regression model including the inflammatory factors demonstrated excellent performance on the test set, with an area under the curve (AUC) of 82.1% and the best calibration curve fit, outperforming the other five models. The optimal model is represented visually in the nomograms.

Conclusion: This study used easily accessible clinical characteristics and laboratory data that can aid in early clinical recognition of ICU-AW. The inflammatory factors IL-1β, IL-6, and IL-10 have high value for predicting ICU-AW.

Trial registration: The trial was registered at the Chinese Clinical Trial Registry with the registration number ChiCTR2300077968.

背景:ICU获得性虚弱(ICU- aw)是ICU患者常见的并发症。我们利用机器学习技术构建ICU-AW炎症因子预测模型,预测疾病发展风险,降低ICU-AW发病率。方法:采用最小绝对收缩选择算子(LASSO)技术筛选与ICU-AW相关的关键变量。以脓毒症是否存在、糖皮质激素(GC)、神经肌肉阻滞剂(NBAs)、ICU住院时间、急性生理与慢性健康评估(APACHE II)评分、白蛋白(ALB)、乳酸(LAC)、葡萄糖(GLU)、白细胞介素-1β (IL-1β)、白细胞介素-6 (IL-6)、白细胞介素-10 (IL-10)水平等11项指标作为变量建立预测模型。我们将数据分为一个包含炎症因素的数据集和一个不包含炎症因素的数据集。具体来说,两个数据集中70%的参与者被用作训练集,30%的参与者被用作测试集。在70%参与者的训练集中,采用逻辑回归(LR)、随机森林(RF)和极端梯度增强(XGB)三种机器学习方法构建了6个不同的模型,并在剩余30%的参与者中作为测试集进行验证和评估。采用图法对最优模型进行可视化预测。结果:包含炎症因子的logistic回归模型在测试集上表现优异,曲线下面积(AUC)为82.1%,校准曲线拟合最佳,优于其他5种模型。最优模型在图中直观地表示出来。结论:本研究使用了易于获取的临床特征和实验室数据,有助于ICU-AW的早期临床识别。炎症因子IL-1β、IL-6、IL-10对预测ICU-AW有较高的价值。试验注册:该试验在中国临床试验注册中心注册,注册号为ChiCTR2300077968。
{"title":"Predictive modeling of ICU-AW inflammatory factors based on machine learning.","authors":"Yuanyaun Guo, Wenpeng Shan, Jie Xiang","doi":"10.1186/s12883-024-03981-w","DOIUrl":"10.1186/s12883-024-03981-w","url":null,"abstract":"<p><strong>Background: </strong>ICU-acquired weakness (ICU-AW) is a common complication among ICU patients. We used machine learning techniques to construct an ICU-AW inflammatory factor prediction model to predict the risk of disease development and reduce the incidence of ICU-AW.</p><p><strong>Methods: </strong>The least absolute shrinkage and selection operator (LASSO) technique was used to screen key variables related to ICU-AW. Eleven indicators, such as the presence of sepsis, glucocorticoids (GC), neuromuscular blocking agents (NBAs), length of ICU stay, Acute Physiology and Chronic Health Evaluation (APACHE II) II score, and the levels of albumin (ALB), lactate (LAC), glucose (GLU), interleukin-1β (IL-1β), interleukin-6 (IL-6), and interleukin-10 (IL-10), were used as variables to establish the prediction model. We divided the data into a dataset that included inflammatory factors and a dataset that excluded inflammatory factors. Specifically, 70% of the participants in both datasets were used as the training set, and 30% of the participants were used as the test set. Three machine learning methods, logistic regression (LR), random forest (RF), and extreme gradient boosting (XGB), were used in the 70% participant training set to construct six different models, which were validated and evaluated in the remaining 30% of the participants as the test set. The optimal model was visualized for prediction using nomograms.</p><p><strong>Results: </strong>The logistic regression model including the inflammatory factors demonstrated excellent performance on the test set, with an area under the curve (AUC) of 82.1% and the best calibration curve fit, outperforming the other five models. The optimal model is represented visually in the nomograms.</p><p><strong>Conclusion: </strong>This study used easily accessible clinical characteristics and laboratory data that can aid in early clinical recognition of ICU-AW. The inflammatory factors IL-1β, IL-6, and IL-10 have high value for predicting ICU-AW.</p><p><strong>Trial registration: </strong>The trial was registered at the Chinese Clinical Trial Registry with the registration number ChiCTR2300077968.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":"24 1","pages":"483"},"PeriodicalIF":2.2,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11658462/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142863326","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
BMC Neurology
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1