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Epilepsy and congenital cerebral palsy: Parallels between the location of genome anomalies and clinical manifestations 癫痫与先天性脑瘫:基因组异常位置与临床表现的相似之处
Pub Date : 2024-04-07 DOI: 10.17650/2073-8803-2024-19-1-48-53
P. L. Sokolov, N. V. Chebanenko, Yu. A. Fedotova, D. M. Mednaya
Progress in molecular genetics is gradually leading to a radical revision of the understanding of the nature of not only recognized genetically determined diseases, but also those whose genetic nature has only been assumed. More and more information is emerging about polygenic and/or multifactorial diseases. The authors P.L. Sokolov and N.V. Chebanenko in 2022 proposed the concept of a neurotropic genome and the classification of genes, according to their “areas of responsibility” – points of application of determinant activity. There is a growing number of scientific works on the dependence of the pathological phenotype on the nature of the mutation and its localization along the gene.In this article, using the example of Wolf–Hirschhorn syndrome, variants of the dependence of the phenotype on the location of the genome abnormality are considered. A case of a disease from the authors’ practice, in which epilepsy and cerebral palsy predominate, is presented; the phenotype is analyzed with the nature and location of the identified genetic anomaly. The authors make assumption about the connection between the nature and location of the genome anomaly and the characteristics of the phenotype.
分子遗传学的进步正逐渐导致人们对各种疾病性质的认识发生根本性的改变,这些疾病不仅是公认的由基因决定的疾病,而且还包括那些仅被认为具有遗传性质的疾病。关于多基因和/或多因素疾病的信息越来越多。2022 年,P.L. Sokolov 和 N.V. Chebanenko 提出了 "神经基因组 "的概念,并根据基因的 "责任区"--决定性活动的应用点--对基因进行了分类。关于病理表型对基因突变性质及其定位的依赖性的科学著作越来越多。本文以沃尔夫-赫希霍恩综合征为例,探讨了表型对基因组异常位置依赖性的变异。本文介绍了作者实践中的一个病例,该病例以癫痫和脑瘫为主;表型与已确定的基因异常的性质和位置有关。作者对基因组异常的性质和位置与表型特征之间的联系进行了假设。
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引用次数: 0
Assessing the outcome of drug therapy in adult patients with epilepsy who have experienced seizure recurrence after remission 评估缓解后癫痫复发的成年癫痫患者的药物治疗效果
Pub Date : 2024-04-07 DOI: 10.17650/2073-8803-2024-19-1-18-24
E. A. Sandu, A. S. Kotov
Background. Remission in general sense means disappearance of signs and symptoms of the disease. The risk of recurrence of seizures is usually evaluated only in terms of the risk of a second unprovoked seizure after the first one or the risk of recurrence of seizures after discontinuation of therapy. There are no studies that assess the probability of achieving a second remission in patients with recurrent seizures.Aim. To develop a tool for assessing the probability of favorable and unfavorable treatment outcomes after recurrent seizures in adult patients with different forms of epilepsy.Materials and methods. We analyzed data from 215 patients with recurrent seizures after achieving remission, followed up for 12 or more months, and analyzed disease outcomes.Results and conclusion. At the end of the study, repeat remission was observed in 67 patients, improvement in 48, and no effect in 100. Patients with remission and improvement were combined into a “favorable outcome” group (n = 115), while patients with no effect from therapy formed an “unfavorable outcome” group (n = 100).Patients with an unfavorable outcome were statistically significantly more likely to have factors such as longer disease duration, coexisting serious somatic diseases, structural etiology of epilepsy, bilateral tonic-clonic seizures with focal onset, focal forms of epilepsy, daily seizures, epileptogenic changes on neuroimaging, and regional epileptiform activity on EEG (p <0.05). In turn, patients with a favorable outcome were statistically significantly more likely to have factors such as genetic etiology of epilepsy, generalized tonic-clonic seizures, absences, myoclonic seizures, generalized forms of epilepsy, no pathology on neuroimaging, diffuse epileptiform activity on electroencephalogram, and no pathology on electroencephalogram (p <0.05).Based on the obtained data using the results of constructing contingency tables, a scale for assessing the probability of achieving repeat remission in patients with recurrent epileptic seizures was developed, consisting of 9 sections. To assess the effectiveness of the model, ROC analysis was performed, confirming statistically significant sensitivity and specificity of the obtained scale.Further research is needed to develop more accurate predictors of epilepsy outcomes to understand the peculiarities of the disease pathogenesis.
背景。一般意义上的缓解是指疾病症状和体征的消失。对癫痫复发风险的评估通常仅从第一次发作后第二次无诱因发作的风险或停止治疗后癫痫复发的风险两个方面进行。目前还没有研究对复发性癫痫患者获得第二次缓解的概率进行评估。开发一种工具,用于评估不同形式癫痫的成年患者复发后获得有利和不利治疗结果的概率。我们分析了215名获得缓解后复发的癫痫患者的数据,对其进行了12个月或更长时间的随访,并对疾病结果进行了分析。研究结束时,67 名患者病情再次缓解,48 名患者病情好转,100 名患者病情无影响。病情缓解和好转的患者被合并为 "有利结果 "组(115 人),而治疗无效果的患者被合并为 "不利结果 "组(100 人)。从统计学角度看,"疗效不佳 "组患者更有可能存在以下因素:病程较长、合并严重躯体疾病、癫痫的结构性病因、双侧强直阵挛发作伴局灶、局灶性癫痫形式、每日发作、神经影像学上的致痫性改变以及脑电图上的区域性癫痫样活动(P <0.05)。反过来,在统计学上,癫痫遗传病因、全身强直-阵挛发作、缺席、肌阵挛发作、全身性癫痫、神经影像学无病理改变、脑电图弥漫性痫样活动、脑电图无病理改变等因素的患者更有可能获得良好的治疗结果(P <0.05)。根据利用或然率表构建结果所获得的数据,制定了评估癫痫反复发作患者获得重复缓解概率的量表,该量表由 9 个部分组成。为评估该模型的有效性,进行了ROC分析,证实所获得的量表在统计学上具有显著的敏感性和特异性。
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引用次数: 0
Efficacy and tolerability of sulthiame in the treatment of epilepsy: a literature review 舒利迭治疗癫痫的疗效和耐受性:文献综述
Pub Date : 2024-04-07 DOI: 10.17650/2073-8803-2024-19-1-25-40
K. Mukhin, O. Pylaeva, А. V. Мarkin
This review aims to summarize the available evidence on the efficacy and tolerability of sulthiame for different forms of epilepsy. The analysis of international publications suggests that sulthiame is considered as a first-line drug for the treatment of age-dependent epilepsy with central temporal spikes (rolandic epilepsy). Sulthiame is highly effective in children with epileptic encephalopathies manifesting with spike-and-wave activity during sleep, including Landau-Kleffner syndrome, as well as in patients with myoclonic seizures. The drug might be also effective in patients with other forms of focal epilepsy, including those resistant to therapy. The tolerability of sulthiame is higher that that of old antiepileptic drugs and even levetiracetam; thus, it is associated with a lower risk of treatment interruptions due to adverse events. Moreover, sulthiame can be used for behavioral disorders (such as hyperkinetic behavior, aggressiveness) and cognitive impairments. Sulthiame can be effective in patients with epilepsy and sleep apnea.
本综述旨在总结舒思安坦对不同形式癫痫的疗效和耐受性方面的现有证据。对国际刊物的分析表明,舒思安被认为是治疗伴有中央颞区棘波的年龄依赖性癫痫(罗兰性癫痫)的一线药物。舒思安对睡眠时表现为尖波活动的癫痫性脑病(包括朗道-克莱夫纳综合征)患儿以及肌阵挛性发作患者非常有效。这种药物对其他形式的局灶性癫痫患者也可能有效,包括对治疗产生抗药性的患者。与旧的抗癫痫药物甚至左乙拉西坦相比,舒利迭的耐受性更高,因此因不良反应而中断治疗的风险较低。此外,舒思安还可用于治疗行为障碍(如多动行为、攻击性)和认知障碍。舒眠宁对癫痫和睡眠呼吸暂停患者有效。
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引用次数: 0
Pharmacoresistant epilepsy with electrical status epilepticus during slow-wave sleep: a clinical case 慢波睡眠时伴有癫痫电状态的药物耐受性癫痫:一个临床病例
Pub Date : 2024-04-07 DOI: 10.17650/2073-8803-2024-19-1-41-47
M. S. Maslov
The article presents a clinical case of epilepsy with electrical status epilepticus during slow-wave sleep, the example of which shows the relevance of the issue of timely diagnosis and prescription of adequate anti-epileptic therapy in this syndrome. The role of regular electroencephalographic sleep monitoring in order to monitor the effectiveness of therapeutic measures is emphasized, and the main difficulties in making this diagnosis and choosing the correct anti-epileptic treatment are shown.
文章介绍了一例在慢波睡眠中出现癫痫电状态的临床病例,该病例说明了在这种综合征中及时诊断和开具适当的抗癫痫治疗处方的重要性。报告强调了定期进行脑电图睡眠监测以监测治疗措施有效性的作用,并说明了做出这一诊断和选择正确的抗癫痫治疗方法的主要困难。
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引用次数: 0
Subacute combined degeneration of the spinal cord of toxic etiology (clinical case) 中毒性脊髓亚急性联合变性(临床病例)
Pub Date : 2024-01-03 DOI: 10.17650/2073-8803-2023-18-4-44-48
A. A. Kondratov, A. S. Kotov
For more than two hundred years after its discovery, nitric oxide (I) has been widely used in medicine as an anesthetic, in the car industry as an engine performance enhancer, in the food industry as a preservative, and, unfortunately, among young people as a mild narcotic substance. Despite the widespread opinion that there is no harm from the use of “laughing gas” for recreational purposes, in the literature and in practice, there are a lot of cases when patients suffer from various complications, including neurological ones, caused precisely by the use of nitric oxide (I). One of the main mechanisms of the pathological effects of nitrous oxide on the nervous tissue is the inactivation of vitamin B12. This has been proven by studying the physicochemical properties of the gas, the effect on the organisms of laboratory animals, the change in the concentration of certain substances in the human body, and also by the use of cyanocobalamin for the treatment of these patients. This article describes a clinical case of the development of myelopolyneuropathy caused by the toxic effects of nitric oxide (I).
一氧化氮(I)被发现后的两百多年来,一直作为麻醉剂广泛应用于医学领域,作为发动机性能增强剂广泛应用于汽车工业,作为防腐剂广泛应用于食品工业,不幸的是,作为一种轻度麻醉物质也广泛应用于年轻人中间。尽管人们普遍认为出于娱乐目的使用 "笑气 "不会对人体造成伤害,但在文献和实践中,却有大量病例表明,病人正是因为使用了一氧化氮(I)而引发了各种并发症,包括神经系统并发症。一氧化氮对神经组织产生病理影响的主要机制之一是维生素 B12 失活。通过研究这种气体的物理化学特性、对实验动物机体的影响、人体内某些物质浓度的变化,以及使用氰钴胺治疗这些病人,都证明了这一点。本文描述了一个因一氧化氮(I)的毒性作用而导致骨髓多发性神经病的临床病例。
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引用次数: 0
The modern approaches to the diagnostics and treatment of Lennox–Gastaut syndrome (literature review) 伦诺克斯-加斯豪特综合征的现代诊断和治疗方法(文献综述)
Pub Date : 2024-01-03 DOI: 10.17650/2073-8803-2023-18-4-36-43
K. Mukhin, O. Pylaeva
Despite significant advances made in epileptology, treatment-resistant epilepsy accounts for approximately 30 % of all forms of this disease. Such diseases include, among others, Lennox–Gastaut syndrome – a classic developmental and epileptic encephalopathy with onset in childhood, characterized by resistance to therapy, severe course and poor prognosis. For patients in this category, the search for new effective antiepileptic drugs remains highly relevant, especially in cases where numerous combinations of antiepileptic drugs do not produce an effect, surgical treatment is impossible, and alternative methods (vagus nerve stimulation and ketogenic diet) are ineffective. The authors present a review of the literature on the modern definition and diagnostic criteria of Lennox–Gastaut syndrome, diagnostic methods and treatment of this form of epilepsy, which has a severe course and a generally unfavorable prognosis.
尽管癫痫病学取得了重大进展,但在所有癫痫病中,耐药性癫痫约占 30%。这类疾病包括伦诺克斯-加斯托特综合征(Lennox-Gastaut Syndrome)--一种典型的发育性癫痫性脑病,在儿童时期发病,其特点是耐药、病程长、预后差。对于这类患者,寻找新的有效抗癫痫药物仍具有重要意义,尤其是在多种抗癫痫药物联合使用无效、无法进行手术治疗以及替代方法(迷走神经刺激和生酮饮食)无效的情况下。作者综述了有关伦诺克斯-加斯豪特综合征的现代定义和诊断标准、诊断方法和治疗方法的文献。
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引用次数: 0
Efficacy and tolerability of rufinamide in the treatment of Lennox–Gastaut syndrome (experience of the Svt. Luka’s Association of Medical Institutions) 鲁非那胺治疗伦诺克斯-加斯陶特综合征的疗效和耐受性(Svt.)
Pub Date : 2024-01-03 DOI: 10.17650/2073-8803-2023-18-4-8-25
K. Mukhin, O. Pylaeva, M. Bobylova, L. Y. Glukhova, N. V. Freydkova
Background. Lennox–Gastaut syndrome (LGS) is a classic developmental and epileptic encephalopathy with a debut in childhood, characterized by resistance to therapy, a severe course, and an unfavorable prognosis. Due to the existing difficulties in treatment of LGS, hopes are pinned on development of new antiepileptic drugs with fundamentally different mechanisms of action, aimed specifically at the treatment of this severe form of epilepsy.Rufinamide (Inovelon®) is a new antiepileptic drug registered in the Russian Federation for use in the adjunctive therapy of LGS in patients older than 1 year. The main mechanism of action of rufinamide is the restriction of neuronal discharges associated with the blocking effect on sodium channels (regulation of sodium channels activity by increasing duration of their inactive state), and stabilization of neuronal membranes. The drug has a number of advantages concernung pharmacokinetic parameters and efficacy (including a wide spectrum of antiepileptic activity, good oral absorption, absence of active metabolites, urinary excretion, low affinity for plasma proteins, biotransformation without cytochrome P450 isoenzymes, low risk of drug interactions) and fairly good tolerability. The daily dose of rufinamide varies from 600 mg (with simultaneous administration of valproate) to 1000 mg (if the patient does not take valproate) in children over 4 years of age with a body weight of less than 30 kg and up to 2200–3200 mg in children over 4 years of age with a body weight of more than 30 kg and in adults; in children under 4 years of age, the maximum daily dose in combination with valproate is 30 mg/kg, and without valproic acid – 45 mg/kg.Aim. To analyze the efficacy and tolerability of rufinamide in the treatment of epilepsy based on the long-term experience of using the drug in the Svt. Luka’s Association of Medical Institutions.Materials and methods. We observed 64 patients aged from 1.5 to 26 years (44 men, 20 women) treated with rufinamide (Inovelon®). Among them, the structural etiology LGS was diagnosed in 36 patients, the genetic and presumably genetic etiology LGS – in 28. In all cases, rufinamide was used in accordance with approved indications as an additional antiepileptic drug, more often in combination with valproate, topiramate, levetiracetam or lamotrigine. Titration of the drug was carried out according to the recommendations in the instructions for use, up to a therapeutic dose that ranged from 200 to 1600 mg/day (in most cases from 400 to 1200 mg/day), depending on age and concomitant therapy.Results and conclusion. Remission of all types of seizures was registered in 17 (26.6 %) patients, and a decrease in the incidence of seizures by more than 50 % was recorded in 28 (43.8 %) patients. Of them, 13 patients demonstrated reduction in seizures frequency by more than 75–90 % and remission of one of several types of seizures. In general, the therapeutic effect (reduction of seizures frequency by at
背景。伦诺克斯-加斯托特综合征(Lennox-Gastaut syndrome,LGS)是一种典型的发育性癫痫性脑病,在儿童期发病,具有抗药性、病程严重、预后不良等特点。由于目前治疗 LGS 的困难重重,人们寄希望于开发作用机制完全不同的新型抗癫痫药物,专门用于治疗这种严重形式的癫痫。鲁非那胺的主要作用机制是通过阻断钠通道(通过延长钠通道非活动状态的持续时间来调节钠通道的活性)和稳定神经元膜来限制神经元放电。该药物在药代动力学参数和疗效方面有许多优点(包括抗癫痫活性范围广、口服吸收好、无活性代谢物、尿排泄、与血浆蛋白亲和力低、无细胞色素 P450 同工酶生物转化、药物相互作用风险低),而且耐受性相当好。对于体重小于 30 千克的 4 岁以上儿童和成人,鲁非那胺的日剂量从 600 毫克(同时服用丙戊酸钠)到 1000 毫克(如果患者不服用丙戊酸钠)不等;对于体重大于 30 千克的 4 岁以上儿童和成人,鲁非那胺的日剂量可达 2200-3200 毫克;对于 4 岁以下儿童,与丙戊酸钠合用时的最大日剂量为 30 毫克/千克,不与丙戊酸合用时的最大日剂量为 45 毫克/千克。根据在 Svt.材料和方法。我们观察了 64 名接受鲁非那胺(Inovelon®)治疗的患者,他们的年龄从 1.5 岁到 26 岁不等(男性 44 名,女性 20 名)。其中,36 名患者被诊断为结构性病因 LGS,28 名患者被诊断为遗传性和推测遗传性病因 LGS。在所有病例中,鲁非那胺均按照批准的适应症作为额外的抗癫痫药物使用,通常与丙戊酸钠、托吡酯、左乙拉西坦或拉莫三嗪联合使用。根据使用说明中的建议对药物进行剂量调整,治疗剂量从每天200毫克到1600毫克不等(大多数情况下为每天400毫克到1200毫克),具体取决于患者的年龄和同时接受的治疗。有 17 名患者(26.6%)的各类癫痫发作得到缓解,28 名患者(43.8%)的癫痫发作率下降了 50% 以上。其中,13 名患者的癫痫发作频率减少了 75%-90% 以上,几种癫痫发作类型中的一种得到了缓解。总体而言,64 名患者中有 45 人(70.3%)达到了治疗效果(癫痫发作频率减少至少 50%)。8例(12.5%)患者的癫痫发作频率至少减少了50%;10例(15.6%)患者的鲁非那胺治疗无效;1例(1.56%)患者在服用鲁非那胺后双侧抽搐发作加重。我们的患者中有 10 例(15.6%)出现了副作用。只有 2 例(3.1%)患者因副作用直接停用了鲁非那胺(停药原因是过敏反应和精神病)。治疗持续 1 年或以上的保留率为 65.6%(64 例患者中有 42 例)。然而,在我们的分析中,尽管我们将主要患有抗药性癫痫的患者纳入了分析范围,但还是获得了较高的癫痫缓解率。
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引用次数: 0
Mitochondrial disorders in patients with familial form of MERRF syndrome 家族性 MERRF 综合征患者的线粒体疾病
Pub Date : 2024-01-03 DOI: 10.17650/2073-8803-2023-18-4-53-57
A. S. Latypov, E. V. Proskurina, S. V. Kotov, O. P. Sidorova, I. A. Vasilenko, D. Kassina, A. S. Kotov
MERRF syndrome (myoclonic epilepsy ragged red fibres) belongs to the group of primary mitochondrial diseases and is characterized by a combination of myoclonic epilepsy and the phenomenon of ragged red fibres on muscle biopsy. The aim of this work is to study mitochondrial disorders in patients from a family with MERRF syndrome by determining the cytochemical activity of mitochondrial enzymes in peripheral blood lymphocytes and the level of lactate in the blood. Clinical cases of a 25-year-old sister and a 19-year-old brother with MERRF syndrome with the m.8344A>G variant in MT-TK (tRNA (Lys)) with a blood heteroplasmy level of 50 % in the sister and homoplasmy in the brother are presented. Mitochondrial disorders were assessed by blood lactate levels and cytochemical studies of mitochondrial enzyme activity in peripheral blood lymphocytes. Pre-prandial blood lactate levels were elevated in both patients. After a carbohydrate load, it increased in the sister, and decreased in the brother. The sister had decreased activity of peripheral blood lymphocyte enzymes while taking levetiracetam, 100 mg of coenzyme Q10 and 100 mg of L-carnitine. The dose of energotropic drugs was increased, which led to an increase in the activity of mitochondrial enzymes. The brother had a compensatory increase in the level of succinate dehydrogenase and a decrease in the activity of other enzymes. The methods we used can be used in clinical practice to diagnose mitochondrial disorders and to adjust the dosage of energotropic drugs, which remain relevant due to the lack of effective gene therapy.
MERRF 综合征(肌阵挛癫痫粗红色纤维)属于原发性线粒体疾病,其特征是同时伴有肌阵挛癫痫和肌肉活检中的粗红色纤维现象。这项工作的目的是通过测定外周血淋巴细胞中线粒体酶的细胞化学活性和血液中的乳酸水平,研究一个 MERRF 综合征家族患者的线粒体疾病。本文介绍了患有 MERRF 综合征的 25 岁姐姐和 19 岁弟弟的临床病例,他们都患有 MT-TK(tRNA (Lys))m.8344A>G 变异,姐姐的血液中异型蛋白含量为 50%,弟弟的血液中同型蛋白含量为 50%。线粒体紊乱通过血液乳酸水平和外周血淋巴细胞中线粒体酶活性的细胞化学研究进行评估。两名患者餐前血乳酸水平均升高。摄入碳水化合物后,姐姐的乳酸水平升高,而弟弟的乳酸水平降低。妹妹在服用左乙拉西坦、100 毫克辅酶 Q10 和 100 毫克左旋肉碱时,外周血淋巴细胞酶的活性降低。增加促能量药物的剂量后,线粒体酶的活性增加。该兄弟的琥珀酸脱氢酶水平出现了代偿性上升,而其他酶的活性则有所下降。我们使用的方法可用于临床实践,以诊断线粒体疾病和调整能量促进药物的剂量,由于缺乏有效的基因疗法,这些方法仍然具有现实意义。
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引用次数: 0
An acute hemorrhagic leukoencephalitis (clinical case) 急性出血性白质脑炎(临床病例)
Pub Date : 2024-01-03 DOI: 10.17650/2073-8803-2023-18-4-49-52
Е. А. Kulish, V. М. Frolova
Hurst’s disease (acute hemorrhagic leukoencephalitis) is a rare fulminant demyelinating disease of the central nervous system. It was singled out as a separate nosological form in the middle of the 20th century. The etiology is not fully understood. According to statistics, the disease most often occurs after a viral or bacterial infection. Patients have an increase in body temperature up to febrile values, headaches, gastrointestinal disorders, cognitive impairments. When making a diagnosis, they are guided by the results of neuroimaging (computed tomography/magnetic resonance imaging), analysis of cerebrospinal fluid, and brain biopsy. Corticosteroids, acyclovir, antibiotics, immunoglobulins, plasmapheresis are used for treatment. The prognosis in patients with acute hemorrhagic leukoencephalitis is poor.
赫斯特病(急性出血性白质脑炎)是一种罕见的中枢神经系统暴发性脱髓鞘疾病。20 世纪中叶,它被单独列为一种疾病。其病因尚不完全清楚。据统计,该病多发生在病毒或细菌感染之后。患者会出现体温升高至发热值、头痛、胃肠功能紊乱、认知障碍等症状。在进行诊断时,他们以神经影像学(计算机断层扫描/磁共振成像)、脑脊液分析和脑活检的结果为指导。治疗方法包括皮质类固醇、阿昔洛韦、抗生素、免疫球蛋白、浆细胞分离术。急性出血性白脑炎患者的预后较差。
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引用次数: 0
Modeling neurophysiological and psychomotor relevant criteria in children with motor dysfunction 运动功能障碍儿童的神经生理和心理运动相关标准建模
Pub Date : 2024-01-03 DOI: 10.17650/2073-8803-2023-18-4-26-35
Zh. L. Malakhova, A. Tynterova, S. V. Korenev, O. A. Tikhonova, L. A. Perminova, S. Botman
Background. Cerebral palsy is the most common cause of childhood disability among diseases of the nervous system, the prevalence of which averages 2.5 cases per 1,000 children.Aim. To identify relevant indicators in relation to the prediction of delayed rates of neuropsychic development in children and the formation of cerebral palsy in children 5–8 years old using mathematical modeling.Materials and methods. The study included 100 patients aged 5–8 years: 79 patients with neurological disorders and deviations in psycho-speech development, 21 patients – comparison group. The examination of children in both groups included: analysis of the child’s life history, analysis of psychomotor development in the first year of life, analysis of morbidity in the first year of life, assessment of psychomotor development at the time of the study, electroneuromyography using stimulation and superficial electroneuromyography, as well as ultrasound examination of the lower leg muscles with assessment of the functional state and muscle density using fibroscan.For statistical processing of the obtained data, descriptive statistics were performed. Determination of the statistical significance of indicators was carried out using the Kolmogorov–Smirnov test for continuously distributed values and Fisher’s exact test for discrete values. One-hot coding was used to represent categorical features. The analysis of the obtained data was carried out using a Python program using the pandas, numpy, scikit-learn, and boruta libraries.Results and conclusion. For children with deviations in neuropsychic development, significant early diagnostic markers are parameters of psychomotor development and neurological status (age when the child began to hold his head, decreased strength of the flexors of the foot and hip, level of walking) and instrumental examination (ultrasound of muscles thighs, electroneuromyography) – changes in the density and parameters of electrical excitability of muscles, which can serve as an early diagnostic sign of the development of motor dysfunction and an indicator for the formation of a trajectory of rehabilitation therapy.
背景。脑瘫是导致儿童残疾的最常见的神经系统疾病,其发病率平均为每千名儿童 2.5 例。通过数学建模,确定预测儿童神经心理发育延迟率和 5-8 岁儿童脑瘫形成的相关指标。研究包括 100 名 5-8 岁的患者:其中 79 名患者患有神经系统疾病和言语心理发育偏差,21 名患者为对比组。对两组儿童的检查包括:分析儿童的生活史、分析出生后第一年的精神运动发育情况、分析出生后第一年的发病情况、评估研究时的精神运动发育情况、使用刺激和浅层电神经造影术进行电神经造影,以及使用纤维扫描仪对小腿肌肉进行超声波检查,评估功能状态和肌肉密度。对连续分布的数值采用 Kolmogorov-Smirnov 检验,对离散数值采用 Fisher's 精确检验,以确定指标的统计意义。采用一热编码表示分类特征。对所获数据的分析是通过使用 pandas、numpy、scikit-learn 和 boruta 库的 Python 程序进行的。对于神经心理发育有偏差的儿童,重要的早期诊断标志是心理运动发育和神经状况参数(儿童开始抬头的年龄、足部和髋部屈肌力量下降、行走水平)和仪器检查(大腿肌肉超声波、电神经肌电图)--肌肉电兴奋性密度和参数的变化,这可以作为运动功能障碍发展的早期诊断标志和康复治疗轨迹形成的指标。
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引用次数: 0
期刊
Russian Journal of Child Neurology
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