论著

基于图卷积神经网络的孤独症谱系障碍多模态数据融合与诊断模型研究

Development of an interpretable graph convolutional neural network for multimodal evidence integration and quantitative diagnosis of autism spectrum disorder

:39-45
 
       目的   针对孤独症多模态证据融合与定量化辨识的关键问题,本研究提出基于图卷积神经网络(GCN)的孤独症谱系障碍(ASD)诊断模型研究思路。方法  通过对来源于ABIDE的ASD儿童脑部fMRI数据进行整理和筛选,提取脑区功能连接矩阵作为图结构的邻接矩阵,并融合临床表型数据,构建了ASD多模态关联网络。通过网络特征比较分析,识别出了ASD与典型发育组的脑功能连接网络组间差异。进一步地构建一个端到端的GCN模型,并尝试引入注意力机制,提高模型决策的可解释性。结果  该模型在诊断性能指标优于传统机器学习方法(准确率=0.710,精确率=0.709,召回率=0.780,F1=0.743,曲线下面积=0.746)。背侧注意网络与边缘系统-颞极枢纽的功能连接减弱是模型做出判断的最主要依据。结论  以异质图为多模态数据整合的基本架构,本模型为ASD的潜在病理机制探索提供了新的方法学范例。
      Objective   To develop a quantitative model for autism spectrum disorder(ASD)integration multimodal evidences.Methods The fMRI  dataset from ABIDE was  used for extracting connectivity function  network of ASD after  data preprocessing.Difference between ASD and typical development about their brain connectivity function was evaluated with t-test.Integrating phenotypic data and fMRI dataset,an graph convolutional neural network (GCN)with attention module was estimated and compared against benchmark models about their efficiency and interpretability.Results  The GCN model was evaluated outperformed other models with better accuracy indices.And regions from Dorsal Attention Network and Limbic-Temporal Pole were ranked as the highest weights for the differentiation in the model.Conclusions  This study provided a novel paradigm for quantitative diagnosis and exploring pathogenesis of ASD.
综述

青少年群体述情障碍的研究进展

Advances in the study of alexithymia among adolescent populations

:30-38
 
       述情障碍(alexithymia)是一种主要表现为难以识别和描述情绪情感、社交依附和人际交往能力匮乏的人格特质与心理特征。近年来,述情障碍的发生在青少年群体中日益普遍,这不仅对青少年的身心健康造成威胁,还给家庭与社会带来沉重负担。因此,本研究通过系统回顾国内外相关文献,综述青少年述情障碍的评估工具、影响因素及干预方式,旨在为青少年述情障碍的早期识别与预防,以及干预措施的制定与应用提供参考依据。
    Alexithymia is a psychological trait characterized by difficulty in identifying and describing emotional feelings,as well as deficits in social attachment and interpersonal communication skills.In recent years,the prevalence of alexithymia among adolescents has become increasingly common,posing significant threats to their physical and mental health and imposing a heavy burden on families and society.This study conducts a systematic review of relevant literature from domestic and international databases to examine the influencing factors,assessment tools,and intervention strategies for adolescent alexithymia.The findings aim to provide a reference for early identification,prevention,and the development and application of targeted interventions for adolescent 
alexithymia.
论著

经颅微电流刺激联合自我穴位按摩在2型糖尿病患者睡眠障碍中的应用

:187-191
 
目的 探讨2型糖尿病(T2DM)睡眠障碍患者使用经颅微电流刺激(CES)联合自我穴位按摩干预的效果。方法 使用随机数表法将南昌大学第二附属医院2022年6月—2023年1月收治的T2DM合并睡眠障碍患者100例分为两组,每组各50例。对照组采用CES干预,基于此,观察组加用自我穴位按摩,比较两组临床疗效、睡眠质量及血糖水平。结果 与对照组干预总有效率80.00%(40/50)比较,观察组干预总有效率96.00%(48/50)更高(χ2=6.061,P=0.014);两组干预后匹兹堡睡眠质量指数(PSQI)中入睡时间、睡眠效率、催眠药物、睡眠障碍、睡眠时间、主观睡眠质量、日间功能障碍及总分均降低,且观察组[(0.95±0.28)分、(1.05±0.24)分、(0.55±0.14)分、(0.67±0.20)分、(0.92±0.21)分、(0.82±0.20)分、(0.65±0.18)分、(5.61±1.10)分]均低于对照组[(1.42±0.33)分、(1.30±0.33)分、(1.40±0.26)分、(1.14±0.27)分、(1.31±0.30)分、(1.32±0.37)分、(1.22±0.27)分、(9.11±1.26)分](t=7.679、4.332、20.354、9.891、7.531、8.406、12.421、14.797,均P<0.001);两组干预后餐后2 h血糖(2 hPG)、糖化血红蛋白(HbA1c)及空腹血糖(FBG)水平均降低,且观察组2 hPG[(6.14±0.68)mmol/L]、HbA1c[(3.45±0.37)%]、FBG[(5.52±0.48)mmol/L]低于对照组[(7.12±1.25)mmol/L、(4.30±0.34)%、(6.58±0.67)mmol/L](t=4.870、11.961、9.094,均P<0.001)。结论 对T2DM合并睡眠障碍患者使用CES联合自我穴位按摩干预效果满意,可有效提高患者的睡眠质量,调节血糖水平。
论著

ApoE基因多态性与大动脉粥样硬化型脑梗死及卒中后认知障碍的相关性研究

Correlation of ApoE gene polymorphisms with large artery atherosclerotic cerebral infarction and post-stroke cognitive impairment

:338-345
 
目的 探讨载脂蛋白E(ApoE)基因多态性与卒中后认知障碍的相关性,即大动脉粥样硬化型脑梗塞的严重程度。方法 采用病例——对照研究的方法,收集九江学院附属医院神经内科的100例急性缺血性脑卒中且病因分型为大动脉粥样硬化型患者(脑梗死组)和50例性别、年龄匹配的非缺血性脑卒中患者(对照组)。检测患者的 ApoE 基因型、血脂、美国国立卫生院卒中量表(NIHSS)、卒中后6个月简易智力状态检查量表(MMSE)等,采用多因素方差分析等统计学方法分析他们之间的关联性。结果 ApoE 3/4基因型频率与Ɛ3、Ɛ4等位基因频率,在脑梗死组别中高于对照组(P<0.05)。同时,携带Ɛ3等位基因患者的低密度脂蛋白水平高于携带Ɛ2、Ɛ4等位基因的患者;进一步分析发现含Ɛ3等位基因的脑梗死患者NIHSS评分更高、卒中后认知障碍更严重(P<0.05)。结论 ApoE基因型为Ɛ3/4、等位基因Ɛ3、Ɛ4更易罹患大动脉粥样硬化型脑梗死,提示该基因型是脑梗死的易感基因,脑梗死后认知障碍患者Ɛ3等位基因的频率较高,可能是卒中后认知障碍的易感因素。
Objective To explore the relationship between ApoE gene polymorphisms and post-stroke cognitive impairment,the severity of large artery atherosclerotic cerebral infarction.Methods A case-control research study was conducted,gathering data from 100 individuals diagnosed with large artery atherosclerotic cerebral infarction according to the TOAST classification,who admitted to the Neurology Department of the Affiliated Hospital of Jiujiang University.Additionally,50 non-ischemic stroke patients,matched for gender and age,were included as the control group.The patients were assessed for ApoE genotype,blood lipid,NIHSS,and MMSE scale at 6 months post-stroke,and statistical methods were used to analyze their associations.Results Significant differences were observed in the ApoE 3/4 genotype frequency and Ɛ3、Ɛ4 allele frequency between patients with cerebral infarction and the control group,with a notably higher incidence of cerebral infarction in the former.Furthermore,patients carrying the Ɛ3 allele exhibited significantly higher LDL levels than those carrying Ɛ2 or Ɛ4.The analysis also revealed that patients with the Ɛ4 allele experienced higher NIHSS and severer post-stroke cognitive impairment.Conclusions The findings suggest that the ApoE genotype Ɛ3/4 and allele Ɛ3、Ɛ4 may predispose individuals to develop large atherosclerotic cerebral infarction,indicating a susceptibility gene for cerebral infarction.Additionally,the Ɛ3 allele was associated with a higher frequency of cognitive deficits after cerebral infarction,implying that it may be a predisposing factor for post-stroke cognitive impairment.
论著

间歇经口至食管管饲法联合自创吞咽功能训练在脑卒中吞咽障碍患者的应用研究

Application of intermittent oral to esophageal feeding combined with self created swallowing function training in stroke patients with swallowing disorders

:680-685
 
目的 探讨间歇经口至食管管饲法与自创吞咽功能训练联合应用于脑卒中吞咽障碍患者的效果。方法 选取河南大学淮河医院2022年1月—2023年12月收治的50例脑卒中吞咽障碍患者,应用随机数字表法将其分为两组,每组各25例。对照组采取持续留置鼻饲的同时应用自创吞咽功能训练进行训练,观察组采取间歇经口至食管管饲的同时应用自创吞咽功能训练进行训练。对比两组吞咽障碍改善情况、干预前后营养状况指标及生活质量变化,比较两组并发症发生率。结果 观察组总有效率高于对照组(P<0.05)。干预后两组血清总蛋白、白蛋白和血红蛋白水平和体质量指数均升高,观察组高于对照组(P<0.05)。干预后两组生活质量综合评定量表评分升高,观察组高于对照组(P<0.05)。观察组并发症发生率低于对照组(P<0.05)。结论 对脑卒中吞咽功能障碍患者采取间歇经口至食管管饲法与自创吞咽功能训练,能够更有效改善患者吞咽功能,提升其生活质量,且可降低留置饲管营养支持过程中的并发症发生率。
Objective To explore the application effect of intermittent oral to esophageal feeding combined with self created swallowing function training exercises in stroke patients with swallowing disorders.Methods Fifty stroke patients with swallowing disorders admitted to our hospital from January 2022 to December 2023 were selected and divided into two groups by random number table method,both with 25 cases.Control group patients received continuous nasogastric feeding while using solf created swallowing function training exercises for training,while observation group patients received intermittent oral to oesophageal tube feeding and using solf created swallowing function training exercises for training.The improvement of swallowing disorders,changes in nutritional status indicators and quality of life before and after the intervention were compared,and also the frequency of complications.Results The observation group was generally more effective than the control group(P<0.05).After intervention,the serum total protein,albumin hemoglobin,and BMI levels of both groups of patients increased,with the observation group being higher than the control group(P<0.05).After the intervention,GQOLI-74 score increased in both groups,and the observation group was higher than the control group(P<0.05).The complication rate was lower in the observation group(P<0.05).Conclusions The intervention method of intermittent oral to esophageal tube feeding combined with self created swallowing function training exercises can further improve the swallowing function of stroke patients with swallowing dysfunction,improve their quality of life,and reduce the occurrence of complications during the nutritional support process of feeding tubes.
论著

氟哌噻吨美利曲辛联合帕罗西汀对重度抑郁障碍患者躯体化症状、睡眠和认知功能的影响分析

Analysis of the effect of haloperitoxine melitrexine in combination with paroxetine on somatic symptoms,sleep and cognitive function in patients with major depressive disorder

:747-751
 
目的 探讨氟哌噻吨美利曲辛联合帕罗西汀对重度抑郁障碍(MDD)患者躯体化症状、睡眠和认知功能的影响分析以及临床应用效果。方法 回顾性分析2020年8月—2023年2月在南昌市某医院接受治疗的120例MDD患者相关资料,按照其治疗方案不同分为帕罗西汀治疗组(常规组,n=55)和氟哌噻吨美利曲辛联合帕罗西汀治疗组(联合组,n=65)。两组患者治疗周期均为4周,比较两组患者治疗前和治疗第2、4周的汉密尔顿抑郁量表(HAMD-17)评分、躯体化症状自评量表(SSS)评分、睡眠质量评分(PSQI)、神经心理状态评定量表(RBANS);且治疗后对患者进行1个月的随访比较两组患者治疗后总体疗效及不良反应发生情况。结果 经治疗第2、4周联合组RBANS评分高于常规组(P<0.05),而PSQI评分、SSS评分、HAMD-17评分均低于常规组(P<0.05)。治疗后1个月随访资料显示,两组患者不良反应总发生率比较,差异无统计学意义(P>0.05),且总有效率高于常规组(P<0.05)。结论 氟哌噻吨美利曲辛联合帕罗西汀对MDD患者临床应用疗效确切,还可以帮助患者减轻躯体化症状,改善患者睡眠质量,并且提高患者认知功能。
Objective To investigate the effect of haloperitoxine melitraxine combined with paroxetine on somatic symptoms,sleep and cognitive function in patients with major depressive disorder(MDD)and its clinical application effects.Methods A retrospective analysis was performed on the relevant data of 120 patients with MDD who received treatment in our hospital from August 2020 to February 2023,and divided into conventional group(treated with paroxetine,55 cases)and combined group(haloperitoxetex melitraxine combined with paroxetine,65 cases)according to their different treatment regimens.The treatment duration of the two groups was 4 weeks,and the Hamilton Rating Scale for Depression(HAMD-17)score,Somatized Symptom Self-rating Scale(SSS)score,Sleep Quality Score(PSQI) and Neuropsychological State Rating Scale(RBANS)scores were compared before treatment and at the 2nd and 4th week of treatment.After treatment,the patients were followed up for 1 month,and the total efficacy and adverse reactions of the two groups of patients after treatment were compared.Results After 2 and 4 weeks of treatment,the combined group showed significantly higher RBANS scores compared to the control group(P<0.05),while PSQI scores,SSS scores and HAMD-17 scores were significantly lower in the combined group compared to the control group(P<0.05).One month after treatment,follow-up data showed that there was no statistically significant difference in the overall incidence of adverse reactions between the two groups(P>0.05).Additionally,the total effective rate was significantly higher in the combined group compared to the control group(P<0.05).Conclusions Haloperitoxine melitrexine combined with paroxetine has a definite clinical effect in patients with MDD,and can also help patients reduce somatization symptoms,improve patients' sleep quality,and improve patients' cognitive function.
论著

干预因素对孤独症谱系障碍患儿社交行为影响的观察性研究

An observational study on the impact of intervention factors on social behavior in children with autism spectrum disorders

:1159-1165
 
目的 探索干预因素对4~12岁孤独症谱系障碍(ASD)患儿社交反应的影响,为开展ASD患儿的早期干预提供参考。方法 选取于2020年1月—2023年3月在清远市妇幼保健院儿童神经与发育中心康复干预的ASD患儿,采用社交反应量表(SRS)对患儿进行社交行为评估,采用自编一般情况问卷对家长进行问卷调查,调查内容包括患儿的基本情况(性别、共患病情况、干预时长、上学情况等)。结果 202例ASD患儿中,男性患儿162例(80.2%),女性40例(19.8%),性别对社交反应的影响比较差异无统计学意义(t=2.969,P>0.05)。共患病方面,无共患病的ASD患儿与共患智力发育障碍及注意缺陷多动障碍的患儿相比,其SRS得分差异有统计学意义(F=6.920,P<0.05)。在上学情况方面,普通学校就读的患儿与特殊学校及未上学的患儿相比,其SRS得分差异有统计学意义(F=3.823,P<0.05),但在特殊学校就读的患儿与未上学的患儿相比,差异无统计学意义(P>0.05)。在干预时长方面,干预≥1年与干预<1年及未干预的患儿比较,其SRS得分更低,差异有统计学意义(F=4.477,P<0.05),但干预<1年与未干预患儿相比,两者差异无统计学意义(P>0.05)。结论 ASD患儿中,是否患有其他无共患病、上学情况、干预时长会影响其社交反应;存在共患疾病的ASD患儿社交反应表现更差;相较于就读特殊教育机构和未上学的患儿,就读于普通学校的ASD患儿社交障碍程度更轻;干预时间越长,其社交障碍程度也越轻。
Objective To explore the impact of intervention factors on social response in children with autism spectrum disorder(ASD)aged 4—12,and to provide reference for early intervention in children with ASD. Methods Children with ASD who underwent rehabilitation intervention at the Children's Neurology and Development Center of Qingyuan Maternal and Child Health Hospital from January 2020 to March 2023 were selected.The social behavior of the children was evaluated using the Social Response Scale(SRS),and the parents were surveyed using a self-made general situation questionnaire.The survey content included the basic information of the children(gender,comorbidity,intervention duration,and school attendance,etc.). Results Among the 202 cases of ASD,162 were male(80.2%)and 40 were female(19.8%).There was no statistically significant difference in the impact of gender on social response(t=2.969,P>0.05).In terms of comorbidities,there was a statistically significant difference in SRS scores between ASD children without comorbidities and those with comorbidities such as intellectual development disorder and attention deficit hyperactivity disorder(F=6.920,P<0.05).In terms of school attendance,there was a statistically significant difference in SRS scores between children enrolled in regular schools and those who attended special schools and those who did not attend school(F=3.823,P<0.05),but there was no statistically significant difference between children enrolled in special schools and those who did not attend school(P>0.05).In terms of intervention duration,compared with children with intervention≥1 year and those with intervention<1 year and no intervention,the SRS score was lower and the difference was statistically significant(F=4.477,P<0.05).However,compared with children with intervention<1 year and those without intervention,the difference was not statistically significant(P>0.05). Conclusions No comorbidities,attending regular schools,and intervention duration≥1 year are positive factors that affect social response.Children with ASD who have comorbidities have poorer social response performance;compared to children who attend special education institutions and those who do not attend school,children with ASD who attend regular schools have lower levels of social impairment;the longer the intervention time,the lighter the degree of social impairment.
论著

应变超声心动图早期检测蒽环类药物诱导的急性淋巴细胞白血病患儿左心室功能障碍

Strain echocardiography detecting left ventricular dysfunction in children with acute lymphocytic leukemia induced by anthracycloids

:1308-1313
 
目的 探讨常规超声心动图联合二维斑点追踪技术评估急性白血病患儿在接受蒽环类药物治疗后产生的心脏毒性,早期检测左心功能障碍。方法 采用前瞻性非随机观察研究,选取新诊断急性淋巴细胞白血病患儿20例,分别于确诊白血病后接受蒽环类药物治疗前、接受所有蒽环类药物剂量后以及确诊白血病1年后,进行常规超声心动图和二维斑点技术监测评估心脏毒性。结果 左室流出道速度积分TVI和E、E/E’在治疗期间下降,并在诊断后1年恢复至治疗前数值。在二维斑点追踪纵向应变中,GLPS-LAX、GLPS-A2C、LV-GLPS在完成所有蒽环类药物剂量后与诊断后比较差异有统计学意义,以及诊断后1年与蒽环类药物治疗后比较差异有统计学意义。但GLPS-A4C各时间点比较差异无统计学意义。结论 常规超声心动图联合二维斑点追踪技术的纵向整体应变可早期发现白血病患儿化疗所致的左室功能障碍。
Objective To evaluate cardiotoxicity in children with acute lymphoblastic leukemia treated with anthracyclines by echocardiography combined with 2D speckle tracking imaging,and to detect left heart dysfunction early.Methods In this prospective nonrandomized study,20 children with newly diagnosed acute lymphoblastic leukemia were assessed for cardiotoxicity by echocardiography and 2D speckle tracking imaging in three periods during the treatment.Results The left ventricular outflow tract velocity integral TVI and E,E/E’ decreased during treatment,and went back to the pre-treatment value one year after diagnosis.In the longitudinal strain of 2D speckle tracking imaging,in GLPS-LAX,GLPS-A2C,LV-GLPS,there were statistical differences between treatment completed and after diagnosis,and between 1 year after diagnosis and treatment completed.However,GLPS-A4C has no statistical significance.Conclusion sThe conventional echocardiography combined with longitudinal overall strain of 2D speckle tracking imaging can comprehensively evaluate the early changes of left ventricular dysfunction caused by chemotherapy in children with leukemia.
综述

慢性阻塞性肺疾病患者吞咽障碍评估工具的研究进展

Recent progress of assessment tools for COPD patients with dysphagia

:106-111
 
吞咽障碍是慢性阻塞性肺疾病(COPD)的常见并发症之一,并且是COPD急性加重的危险因素之一,对患者预后造成不良影响。对COPD患者吞咽障碍的发生及严重程度进行准确的评估,是进行科学管理的首要前提。本文对COPD吞咽障碍评估工具的基本特点、应用现状及发展现状进行综述,为临床医务人员选择评估工具提供借鉴。
Dysphagia is one of the common complications of chronic obstructive pulmonary disease(COPD),and is one of the risk factors of acute exacerbation of COPD,which has adverse effects on the prognosis of patients.Accurate assessment of the occurrence and severity of dysphagia in COPD patients is the first step for scientific management.In this paper,the basic characteristics,application status and development status of assessment tools for COPD patients with dysphagia are reviewed,which can provide reference for the selection of assessment tools for clinical medical staff.
临床诊疗

K点刺激联合吞咽-摄食管理下颅脑外伤术后吞咽障碍患者康复影响因素分析

:63-67
 
目的 探讨K点刺激联合吞咽-摄食管理下颅脑外伤术后吞咽障碍患者康复的影响因素。方法 采用回顾性分析法,收集K点刺激联合吞咽-摄食管理下的516例颅脑外伤术后吞咽障碍患者临床资料,根据吞咽障碍疗效分为有效组和无效组,采用Logistic回归分析其影响因素。结果 516例患者中,有效者479例,占92.93%;无效者37例,占7.17%。2组在性别、年龄、文化程度、有无慢性病、有无留置鼻饲管、鼻饲管留置天数方面比较差异无统计学意义(P>0.05);在吞咽障碍分级、有无并发症、管理依从性和知识掌握程度比较差异有统计学意义(P<0.001)。Logistic回归分析结果显示,吞咽障碍分级、有无并发症、管理依从性和知识掌握程度是影响康复效果的独立危险因素(OR分别为6.455、0.011、1.074、0.084,P<0.001)。结论 吞咽障碍分级、有无并发症、管理依从性和知识掌握程度是K点刺激联合吞咽-摄食管理下颅脑外伤术后吞咽障碍患者吞咽功能康复的影响因素,神经外科医护人员应根据上述因素制定干预措施,以进一步提高干预效果,改善患者生活质量。
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