Behavioural phenotypes

  • 文章类型: Journal Article
    背景:智障人士,包括唐氏综合症(DS)患者,经常表现出受限和重复行为(RRB)。然而,在患有DS的儿童和青少年中,RRB尚未得到深入的表征。
    方法:该研究包括151名4至18岁DS患者的队列。使用修订的重复行为量表评估RRB。此外,有关认知和适应性功能的数据,语言能力,收集了睡眠模式和情绪/行为问题。
    结果:自我伤害行为的报道频率较低,而父母最常认可与需要相同和仪式性行为相关的行为。我们观察到很少的性别差异,虽然出现了一些与年龄相关的差异,青少年在与较高水平RRB相关的项目中得分较高。对RRB与临床特征之间的关联分析显示,RRB与父母报告的睡眠困难有关,以及内部化和外部化问题。我们还观察到与智商呈负相关,而与适应性技能的关联主要出现在较低级别的RRB,比如运动刻板印象。最后,RRB与语言能力呈负相关,既有表现性又有接受性。
    结论:RRB在DS儿童和青少年中具有重要的临床意义,因为它们与各种临床维度相关。因此,心理和神经精神评估应包括对青少年DS患者的RRB的准确评估.
    BACKGROUND: Individuals with intellectual disability, including people with Down syndrome (DS), often exhibit restricted and repetitive behaviours (RRBs). However, RRBs have not been deeply characterised in children and adolescents with DS.
    METHODS: The study encompassed a cohort of 151 participants aged 4 to 18 years with DS. RRBs were assessed utilising the Repetitive Behaviour Scale-Revised. Additionally, data pertaining to cognitive and adaptive functioning, linguistic abilities, sleep patterns and emotional/behavioural issues were gathered.
    RESULTS: Self-injurious behaviours were reported less frequently whereas parents most commonly endorsed items related to behaviours associated with the need for sameness and ritualistic behaviours. We observed very few gender differences, whereas some age-related differences emerged, with adolescents exhibiting higher scores in items related with higher-level RRBs. The analysis of the association between RRBs and clinical features revealed that RRBs were associated with parent-reported sleep difficulties, as well as with internalising and externalising problems. We also observed a negative correlation with IQ whereas associations with adaptive skills emerged mainly for lower-level RRBs, such as motor stereotypies. Finally, RRBs were negatively associated with linguistic abilities, both expressive and receptive.
    CONCLUSIONS: RRBs in children and adolescents with DS are of significant clinical interest due to their associations with various clinical dimensions. Therefore, psychological and neuropsychiatric assessment should include an accurate evaluation of RRBs for young people with DS.
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  • 文章类型: Journal Article
    背景:与SYNGAP1相关的智力障碍(SYNGAP1-ID)是一种罕见的遗传性疾病,表现为智力障碍(ID),癫痫,适应不良行为和沟通挑战。迄今为止,很少有研究评估这些适应不良行为发生的背景。这项研究旨在调查问题行为的普遍性,表征行为表型,并使用经过充分验证的措施来探索维持行为的变量。
    方法:我们的样本包括19名诊断为SYNGAP1-ID的个体及其父母。父母提供了关于他们孩子从事的行为的信息,以及他们的一般行为倾向。经过充分验证的措施(例如,重复行为量表修订,使用感官概况-2和Vineland适应性行为量表)。一部分个体对他们的问题行为进行了进一步的直接实验评估,以确定维持这些问题行为的变量。使用非参数统计分析分析了父母的报告;使用视觉分析和经过验证的补充措施分析了对个人问题行为的直接评估。
    结果:所有19个人都有某种形式的适应不良问题行为。仪式的等级,通过RBS-R测量的相同性和限制性行为与被诊断为特发性自闭症谱系障碍(ASD)的个体相称,而与特发性ASD相比,SYNGAP1-ID中的自伤行为得到了更高的认可。在我们的SYNGAP1-ID患者队列中,问题行为通过自动强化和社会关注得以维持,并且与非典型的感觉反应呈正相关。
    结论:具有SYNGAP1-ID的个体从事与其他人群相称的问题行为(例如,那些有ASD的人),它们对感官刺激表现出非典型的反应。问题行为经常通过自动加固来维持,这可能是由于感官系统失调造成的。患有SYNGAP1-ID的儿童可能受益于ASD患者使用的策略。
    BACKGROUND: SYNGAP1- related intellectual disability (SYNGAP1-ID) is a rare genetic disorder presenting with intellectual disability (ID), epilepsy, maladaptive behaviours and communication challenges. To date, few studies have assessed the context in which these maladaptive behaviours occur. This study aims to investigate the prevalence of problem behaviours, characterise the behavioural phenotype and use well-validated measures to explore variables that maintain the behaviours.
    METHODS: Our sample includes 19 individuals diagnosed with SYNGAP1-ID and their parents. Parents provided information on behaviours that their children engage in, as well as their general behavioural dispositions. Well-validated measures (e.g., the Repetitive Behaviour Scale-Revised, Sensory Profile-2 and Vineland Adaptive Behaviour Scale) were used. A subset of individuals underwent further direct experimental assessment of their problem behaviour to identify the variables maintaining those problem behaviours. Parental reports were analysed using nonparametric statistical analysis; the direct assessments of individuals\' problem behaviour were analysed using visual analysis and validated supplemental measures.
    RESULTS: All 19 individuals engaged in some form of maladaptive problem behaviour. Ratings of ritualistic, sameness and restricted behaviours measured by the RBS-R were commensurate with individuals diagnosed with idiopathic autism spectrum disorder (ASD) while self-injurious behaviours were endorsed at a higher level in SYNGAP1-ID when compared with idiopathic ASD. The problem behaviours in our cohort of patients with SYNGAP1-ID were maintained by automatic reinforcement and social attention and are positively correlated with atypical sensory responses.
    CONCLUSIONS: Individuals with SYNGAP1-ID engage in problem behaviours commensurate with other populations (e.g., those with ASD), they exhibit atypical response to sensory stimuli. Problem behaviours were frequently maintained by automatic reinforcement, which may result from a dysregulated sensory system. Children with SYNGAP1-ID may benefit from strategies used in persons with ASD.
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  • 文章类型: Journal Article
    流行病学证据表明,母体感染是发育性精神疾病的显着危险因素。动物模型已经证实了这一联系,并证明母体免疫激活(MIA)诱导后代对随后的免疫应激的长期行为缺陷和神经免疫反应。然而,目前尚不清楚MIA后代对出生后感染的免疫挑战是否更敏感或更耐受.在妊娠第9.5天对妊娠小鼠称重并注射单剂量的聚肌苷酸-聚胞嘧啶酸(聚I:C)或生理盐水,并在青春期将其雄性后代再次暴露于聚I:C或生理盐水,成年,和中间生活。在从最后一次接触聚I:C后恢复了两周,对小鼠进行了行为和神经内表型评估.最后,小鼠被处死,并评估大脑皮质和海马中炎性因子的表达水平和胶质细胞的活化水平。我们发现MIA小鼠具有终生的行为缺陷和神经胶质激活异常。不同年龄的产后感染暴露有不同的后果。青少年和中年暴露可防止感觉运动门控缺陷,但是成人暴露会导致对MK-801的敏感性增加。此外,MIA对神经免疫谱产生了持久的影响,导致细胞因子相关反应增强,小胶质细胞对出生后感染的反应性降低。我们的结果揭示了神经精神表型的产前和产后感染之间的复杂相互作用,确定可以应用预防或缓解措施的潜在窗口。
    Epidemiological evidence has shown that maternal infection is a notable risk factor for developmental psychiatric disorders. Animal models have corroborated this link and demonstrated that maternal immune activation (MIA) induces long-term behavioural deficits and neuroimmunological responses to subsequent immune stress in offspring. However, it is unclear whether MIA offspring are more sensitive or more tolerant to immunological challenges from postnatal infections. Pregnant mice were weighed and injected with a single dose of polyinosinic-polycytidylic acid (poly I:C) or saline at gestational day 9.5, and their male offspring were exposed to poly I:C or saline again during adolescence, adulthood, and middle life. After a two-week recovery from the last exposure to poly I:C, the mice underwent behavioural and neuroendophenotypic evaluations. Finally, the mice were sacrificed, and the expression levels of inflammatory factors and the activation levels of glial cells in the cerebral cortex and hippocampus were evaluated. We found MIA mice have lifelong behavioural deficits and glial activation abnormalities. Postpartum infection exposure at different ages has different consequences. Adolescent and middle life exposure prevents sensorimotor gating deficiency, but adult exposure leads to increased sensitivity to MK-801. Moreover, MIA imposed a lasting impact on the neuroimmune profile, resulting in an enhanced cytokine-associated response and diminished microglial reactivity to postnatal infection. Our results reveal an intricate interplay between prenatal and postpartum infection in neuropsychiatric phenotypes, which identify potential windows where preventive or mitigating measures could be applied.
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  • 文章类型: Journal Article
    背景:患有唐氏综合症(DS)的人患各种并存的健康状况的风险增加,包括先天性心脏病(CHD)。在这个由两部分组成的研究中,我们利用电子病历(EMR)检查DS患者同时发生的健康状况(研究1),并调查DS合并CHD患者中与手术干预相关的健康状况(研究2).
    方法:去识别的EMR是从范德比尔特大学医学中心获得的,并促成了一个由N=2282例DS病例(55%为女性)组成的队列,以及每项研究的比较组。在研究1中,DS病例的性别和年龄与病例对照样本以及患有其他智力和发育困难(IDD)的个体相匹配。表型疾病关联研究(PheDAS)策略用于揭示DS与对照组的共同发生的健康状况。然后使用PubMed数据库和新奇发现指数对与DS相关的讨论频率进行排名。在研究2中,确定了患有CHD的DS个体的子集[N=1098(48%)],以创建具有手术干预的N=204例(19%)与204例对照的纵向数据。数据被纳入预测模型,并评估哪些基于模型的健康状况,当更普遍时,会增加手术干预的可能性。
    结果:在研究1中,相对于病例对照和其他IDD,DS患者中同时发生的健康状况被证实包括心力衰竭,肺心病,房室传导阻滞,心脏移植/手术和原发性肺动脉高压(循环);甲状腺功能减退(内分泌/代谢);言语和语言障碍和阿尔茨海默病(神经/精神)。研究结果还显示,与其他IDD患者相比,DS患者的共同发生健康状况较多,而不是较不普遍。具有高新颖性发现指数的发现是心电图异常,非风湿性主动脉瓣疾病和心力衰竭(循环);酸碱平衡障碍(内分泌/代谢);和血液化学异常(症状)。在研究2中,预测模型显示,在患有DS和CHD的个体中,存在的健康状况,如充血性心力衰竭(循环),心脏瓣膜病和心脏分流术(先天性),胸腔积液和肺塌陷(呼吸)与手术干预的可能性增加有关。
    结论:使用EMR和严格的统计方法的研究工作可以揭示DS和其他IDD患者健康状况的复杂性,并促进精准护理的发展。
    BACKGROUND: Individuals with Down syndrome (DS) have a heightened risk for various co-occurring health conditions, including congenital heart disease (CHD). In this two-part study, electronic medical records (EMRs) were leveraged to examine co-occurring health conditions among individuals with DS (Study 1) and to investigate health conditions linked to surgical intervention among DS cases with CHD (Study 2).
    METHODS: De-identified EMRs were acquired from Vanderbilt University Medical Center and facilitated creating a cohort of N = 2282 DS cases (55% females), along with comparison groups for each study. In Study 1, DS cases were one-by-two sex and age matched with samples of case-controls and of individuals with other intellectual and developmental difficulties (IDDs). The phenome-disease association study (PheDAS) strategy was employed to reveal co-occurring health conditions in DS versus comparison groups, which were then ranked for how often they are discussed in relation to DS using the PubMed database and Novelty Finding Index. In Study 2, a subset of DS individuals with CHD [N = 1098 (48%)] were identified to create longitudinal data for N = 204 cases with surgical intervention (19%) versus 204 case-controls. Data were included in predictive models and assessed which model-based health conditions, when more prevalent, would increase the likelihood of surgical intervention.
    RESULTS: In Study 1, relative to case-controls and those with other IDDs, co-occurring health conditions among individuals with DS were confirmed to include heart failure, pulmonary heart disease, atrioventricular block, heart transplant/surgery and primary pulmonary hypertension (circulatory); hypothyroidism (endocrine/metabolic); and speech and language disorder and Alzheimer\'s disease (neurological/mental). Findings also revealed more versus less prevalent co-occurring health conditions in individuals with DS when comparing with those with other IDDs. Findings with high Novelty Finding Index were abnormal electrocardiogram, non-rheumatic aortic valve disorders and heart failure (circulatory); acid-base balance disorder (endocrine/metabolism); and abnormal blood chemistry (symptoms). In Study 2, the predictive models revealed that among individuals with DS and CHD, presence of health conditions such as congestive heart failure (circulatory), valvular heart disease and cardiac shunt (congenital), and pleural effusion and pulmonary collapse (respiratory) were associated with increased likelihood of surgical intervention.
    CONCLUSIONS: Research efforts using EMRs and rigorous statistical methods could shed light on the complexity in health profile among individuals with DS and other IDDs and motivate precision-care development.
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  • 文章类型: Journal Article
    背景:由于将自闭症性状与FXS表型的共同特征分开的复杂性,脆性X综合征(FXS)中自闭症的表征一直是争议的根源。FXS中的自闭症在社区中被严重低估,这可能部分是由于对FXS表型中自闭症的社交互动概况的临床描述不足。在这项研究中,我们将一个典型的自闭症社会互动风格表征框架应用于FXS和共患自闭症的年轻成年男性样本,以增强对与自闭症相关的社会挑战在FXS中如何表现的理解.
    方法:参与者为41名男性(M岁=18岁),患有FXS和并发自闭症。互动样本被编码为主要表达“主动”(以希望采取社交方法为特征)或“被动”(以缺乏对他人的社交方法为特征)的互动概况。FXS表型特征表达的差异,包括焦虑,注意力缺陷/多动障碍,认知,适应性和语言障碍和自闭症症状严重程度,在具有被动和主动交互风格的人群中进行了检查。
    结果:大约一半的样本被归类为主动,一半被归类为被动,证明了与FXS相关的自闭症社会表型的多样性。这两种亚型在自闭症严重程度上没有差异,焦虑或注意力缺陷/多动障碍症状或认知,适应能力或语言能力。
    结论:这项研究通过记录该群体的社交互动状况中的表型变异性来增强对FXS相关自闭症的理解,以主动和被动的社会互动方式为代表。两种社会互动风格与FXS常见表型特征的差异表达无关,提出类似的支持需求。
    BACKGROUND: The characterisation of autism in fragile X syndrome (FXS) has been a source of controversy due to the complexity of disentangling autism traits from common features of the FXS phenotype. Autism in FXS is significantly underdiagnosed in the community, which may be partly due to insufficient clinical description of the social interaction profile of autism within the FXS phenotype. In this study, we applied a classic framework for characterising social interaction styles in autism to a sample of young adult males with FXS and co-occurring autism to enhance understanding of how the social challenges associated with autism manifest within FXS.
    METHODS: Participants were 41 males (M age = 18 years) with FXS and co-occurring autism. Interaction samples were coded for expression of predominately \'active\' (characterised by a desire to make social approaches) or \'passive\' (characterised by lack of initiation of social approach towards others) interaction profiles. Differences in the expression of phenotypic features of FXS, including anxiety, attention-deficit/hyperactivity disorder, cognitive, adaptive and language impairments and autism symptom severity, were examined across those with passive and active interaction styles.
    RESULTS: Approximately half of the sample was classified as active and half as passive, demonstrating diversity in the social phenotype of autism associated with FXS. The two subtypes did not differ in autism severity, anxiety or attention-deficit/hyperactivity disorder symptoms or in cognitive, adaptive or language abilities.
    CONCLUSIONS: This study enhances understanding of FXS-associated autism by documenting phenotypic variability in the social interaction profile in this group, with active and passive social interaction styles represented. The two social interaction styles were not associated with differential expression of common phenotypic features of FXS, suggesting similar support needs.
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  • 文章类型: Journal Article
    背景:SOX11综合征是由SOX11基因的缺失或从头点突变引起的罕见病症。SOX11是一种在脑发育中起重要感化的转录因子基因。
    目的:本研究的目的是定量评估SOX11综合征患者的行为特征。
    方法:Vineland适应性行为量表3(VABS-3)和社会反应量表2(SRS-2)由21名患有SOX11综合征的儿童和年轻人的父母完成。
    结果:发现大多数人在适应行为方面有临界(33%)或轻度(39%)损害,在整个队列中,沟通和日常生活比社会化更困难。大多数(90%)被发现表现出自闭症特征的临床相关水平,62%的得分在“严重”范围内,尽管观察到社会动机是整体队列中的相对优势。
    结论:本研究首次对SOX11综合征患者的适应行为和自闭症特征进行标准化评估。这将提高临床医生,教育工作者和家长对SOX11综合征的理解。
    BACKGROUND: SOX11 syndrome is a rare condition caused by deletions or de novo point mutations of the SOX11 gene. SOX11 is a transcription factor gene that plays an important role in brain development.
    OBJECTIVE: The aim of this study was to quantitatively evaluate the behavioural profiles of individuals with SOX11 syndrome.
    METHODS: The Vineland Adaptive Behaviour Scales 3 (VABS-3) and the Social Responsiveness Scale 2 (SRS-2) were completed by parents of 21 children and young adults with SOX11 syndrome.
    RESULTS: Most were found to have borderline (33 %) or mild (39 %) impairment in adaptive behaviour, with more difficulties in communication and daily living than socialisation in the cohort overall. Most (90 %) were found to exhibit clinically relevant levels of autistic traits, with 62 % scoring in the \"severe\" range, though social motivation was observed to be a relative strength in the cohort overall.
    CONCLUSIONS: This study presents the first standardised evaluation of adaptive behaviour and autistic traits of individuals with SOX11 syndrome. This will improve clinicians, educators and parents\' understanding of SOX11 syndrome.
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  • 文章类型: Journal Article
    背景:3q29缺失综合征(3q29del)与神经发育和神经精神表型的风险显著增加有关。轻度至中度智力残疾(ID)在该人群中很常见,我们团队以前的工作发现了适应性行为的实质性缺陷。然而,尚未描述3q29del适应性功能的完整概况,也未将其与其他与神经发育和神经精神表型风险升高相关的基因组综合征进行比较。
    方法:使用Vineland适应性行为量表对3q29del患者(n=32,男性占62.5%)进行了评估,第三版,全面的家长/照顾者形式(Vineland-3)。我们探讨了适应性行为与认知功能之间的关系,执行功能,以及我们3q29del研究样本中的神经发育和神经精神合并症,我们将3q29del受试者与发表的脆性X综合征数据进行了比较,22q11.2缺失综合征和16p11.2缺失和重复综合征。
    结果:患有3q29del的个体在适应性行为方面存在全球性缺陷,这些缺陷不是由任何给定领域的特定弱点驱动的。个体神经发育和神经精神诊断对适应行为的影响很小,共病诊断的累计次数与Vineland-3表现显著负相关。认知能力和执行功能均与适应性行为显着相关,执行功能比认知能力更能预测Vineland-3的表现。最后,3q29del中适应性行为缺陷的严重程度与先前发表的关于可比基因组疾病的数据不同.
    结论:患有3q29del的个体在适应行为方面存在显著缺陷,影响Vineland-3评估的所有领域。在该人群中,执行功能比认知能力更好地预测适应行为,并表明针对执行功能的干预措施可能是一种有效的治疗策略。
    3q29 deletion syndrome (3q29del) is associated with a significantly increased risk for neurodevelopmental and neuropsychiatric phenotypes. Mild to moderate intellectual disability (ID) is common in this population, and previous work by our team identified substantial deficits in adaptive behaviour. However, the full profile of adaptive function in 3q29del has not been described nor has it been compared with other genomic syndromes associated with elevated risk for neurodevelopmental and neuropsychiatric phenotypes.
    Individuals with 3q29del (n = 32, 62.5% male) were evaluated using the Vineland Adaptive Behaviour Scales, Third Edition, Comprehensive Parent/Caregiver Form (Vineland-3). We explored the relationship between adaptive behaviour and cognitive function, executive function, and neurodevelopmental and neuropsychiatric comorbidities in our 3q29del study sample, and we compared subjects with 3q29del with published data on fragile X syndrome, 22q11.2 deletion syndrome and 16p11.2 deletion and duplication syndromes.
    Individuals with 3q29del had global deficits in adaptive behaviour that were not driven by specific weaknesses in any given domain. Individual neurodevelopmental and neuropsychiatric diagnoses had a small effect on adaptive behaviour, and the cumulative number of comorbid diagnoses was significantly negatively associated with Vineland-3 performance. Both cognitive ability and executive function were significantly associated with adaptive behaviour, and executive function was a better predictor of Vineland-3 performance than cognitive ability. Finally, the severity of adaptive behaviour deficits in 3q29del was distinct from previously published data on comparable genomic disorders.
    Individuals with 3q29del have significant deficits in adaptive behaviour, affecting all domains assessed by the Vineland-3. Executive function is a better predictor of adaptive behaviour than cognitive ability in this population and suggests that interventions targeting executive function may be an effective therapeutic strategy.
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  • 文章类型: Journal Article
    背景:设计了不同的工具来评估智力障碍(ID)患者的情绪发展(ED)水平,也就是说,情绪发展量表-短(SED-S),情绪发展评估计划(SAED),情绪发展量表-第二次修订(SED-R2)和SchaalvoorEmotioneleOntwikkeling-Lukas(SEO-Lukas)。这项研究的目的是比较使用SED-S和SAED评估的情绪功能水平。SED-R2和SEO-Lukas。
    方法:使用SED-S(N=186)和SAED(n=85)对ID的成年人进行情绪发展测量,SED-R2(n=50)和SEO-Lukas(n=51)。计算SED-S与三个量表之间的相关性分析和Cohen'sκ。确定了四个量表的内部稠度(Cronbach'salpha)。
    结果:SED-S结果与SEO-Lukas的相关性最大(γ=1;κω=0.936),其次是SAED(γ=0.809;κω=0.343),与SED-R2的相关性最小(γ=0.665;κω=0.182)。用SED-S评估的ED阶段低于用SAED测量的ED结果,但高于SED-R2,最类似于SEO-Lukas。克朗巴赫的阿尔法很高,范围从0.853到0.975。
    结论:鉴于量表之间的差异,与以前的版本相比,SED-S可以使结果相等。
    Different instruments were devised for assessing emotional development (ED) level in persons with an intellectual disability (ID), that is, the Scale of Emotional Development - Short (SED-S), the Scheme for Appraisal of Emotional Development (SAED), the Scale for Emotional Development - Second Revision (SED-R2 ) and the Schaal voor Emotionele Ontwikkeling - Lukas (SEO-Lukas). The aim of this study was to compare the level of emotional functioning as assessed with the SED-S with the SAED, SED-R2 and SEO-Lukas.
    Emotional development was measured in adults with ID with the SED-S (N = 186) and the SAED (n = 85), the SED-R2 (n = 50) and the SEO-Lukas (n = 51). Correlation analysis and Cohen\'s kappas were calculated between the SED-S and the three respective scales. Internal consistencies (Cronbach\'s alpha) of the four scales were determined.
    The SED-S results correlated most with the SEO-Lukas (γ = 1; кω = 0.936) followed by the SAED (γ = 0.809; кω = 0.343) and least by the SED-R2 (γ = 0.665; кω = 0.182). The stage of ED assessed with the SED-S was lower than the ED results measured with the SAED, but higher than with the SED-R2 and most similar to the SEO-Lukas. Cronbach\'s alphas were high, ranging from 0.853 to 0.975.
    Given the respective differences between the scales, the SED-S may equalise the results as compared with previous versions.
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  • 文章类型: Journal Article
    背景:基因组条件可能与发育迟缓有关,智力残疾,自闭症谱系障碍,以及身心健康症状。它们在表现上是罕见的和高度可变的,这限制了诊断和治疗的标准临床指南的使用。一种简单的筛查工具来识别与神经发育障碍(ND-GC)相关的基因组疾病的年轻人,他们可以从进一步的支持中受益,这将具有相当大的价值。我们使用机器学习方法来解决这个问题。
    方法:共纳入493名个体:389名ND-GC,平均年龄=9.01,66%男性)和104个兄弟姐妹,没有已知的基因组条件(对照,平均年龄=10.23,53%男性)。主要照顾者完成了行为评估,神经发育和精神症状以及身体健康和发育。机器学习技术(惩罚逻辑回归,随机森林,支持向量机和人工神经网络)用于开发ND-GC状态的分类器,并确定了具有最佳分类性能的有限变量集。使用探索性图形分析来理解最终变量集中的关联。
    结果:所有机器学习方法都确定了具有较高分类精度的变量集(AUROC在0.883和0.915之间)。Weidentifiedasubsetof30variablesbestdifferencebetweenindividualswithND-GCandcontrolswhichformed5dimensions:conduct,分离焦虑,情境焦虑,通信和电机发展。
    结论:本研究使用了一项队列研究的横断面数据,该研究在ND-GC状态方面不平衡。我们的模型需要在独立的数据集和纵向随访数据中进行验证,以便在临床应用之前进行验证。
    结论:在这项研究中,我们开发的模型确定了一组紧凑的精神和身体健康测量值,这些测量值可将患有ND-GC的个体与对照组区分开来,并突出了这些测量值的高阶结构.这项工作是朝着开发筛查工具的方向迈出的一步,以识别可能从进一步的专家评估中受益的患有ND-GC的年轻人。
    Genomic conditions can be associated with developmental delay, intellectual disability, autism spectrum disorder, and physical and mental health symptoms. They are individually rare and highly variable in presentation, which limits the use of standard clinical guidelines for diagnosis and treatment. A simple screening tool to identify young people with genomic conditions associated with neurodevelopmental disorders (ND-GCs) who could benefit from further support would be of considerable value. We used machine learning approaches to address this question.
    A total of 493 individuals were included: 389 with a ND-GC, mean age = 9.01, 66% male) and 104 siblings without known genomic conditions (controls, mean age = 10.23, 53% male). Primary carers completed assessments of behavioural, neurodevelopmental and psychiatric symptoms and physical health and development. Machine learning techniques (penalised logistic regression, random forests, support vector machines and artificial neural networks) were used to develop classifiers of ND-GC status and identified limited sets of variables that gave the best classification performance. Exploratory graph analysis was used to understand associations within the final variable set.
    All machine learning methods identified variable sets giving high classification accuracy (AUROC between 0.883 and 0.915). We identified a subset of 30 variables best discriminating between individuals with ND-GCs and controls which formed 5 dimensions: conduct, separation anxiety, situational anxiety, communication and motor development.
    This study used cross-sectional data from a cohort study which was imbalanced with respect to ND-GC status. Our model requires validation in independent datasets and with longitudinal follow-up data for validation before clinical application.
    In this study, we developed models that identified a compact set of psychiatric and physical health measures that differentiate individuals with a ND-GC from controls and highlight higher-order structure within these measures. This work is a step towards developing a screening instrument to identify young people with ND-GCs who might benefit from further specialist assessment.
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  • 文章类型: Journal Article
    据报道,在与智力障碍相关的遗传综合征中,自闭症特征的患病率升高。这篇综述总结了以下综合征中自闭症行为异质性的最新证据:脆性X,CorneliadeLange,威廉姆斯,Prader-Willi,Angelman,Down,Smith-Magenis,和结节性硬化症。讨论了评估和支持的关键考虑因素。
    这些综合征中自闭症相关行为的概况和发展轨迹表明某种程度的综合征特异性,可能与更广泛的行为表型(例如超社交能力)相互作用,智力残疾,和心理健康(例如焦虑)。综合征中的遗传亚型和共同发生的癫痫有助于自闭症特征的重要性增加。使用现有的筛查/诊断工具和标准,自闭症相关的优势和挑战可能会被忽视或误解。在这些人群中缺乏敏感性和特异性。
    自闭症特征在遗传综合征中具有高度异质性,并且通常与非综合征性自闭症可区分。该人群的自闭症诊断评估实践应针对特定综合征进行定制。服务规定必须开始优先考虑以需求为导向的支持。
    UNASSIGNED: Elevated prevalence of autism characteristics is reported in genetic syndromes associated with intellectual disability. This review summarises recent evidence on the behavioural heterogeneity of autism in the following syndromes: Fragile X, Cornelia de Lange, Williams, Prader-Willi, Angelman, Down, Smith-Magenis, and tuberous sclerosis complex. Key considerations for assessment and support are discussed.
    UNASSIGNED: The profile and developmental trajectory of autism-related behaviour in these syndromes indicate some degree of syndrome specificity which may interact with broader behavioural phenotypes (e.g. hypersociability), intellectual disability, and mental health (e.g. anxiety). Genetic subtype and co-occurring epilepsy within syndromes contribute to increased significance of autism characteristics. Autism-related strengths and challenges are likely to be overlooked or misunderstood using existing screening/diagnostic tools and criteria, which lack sensitivity and specificity within these populations.
    UNASSIGNED: Autism characteristics are highly heterogeneous across genetic syndromes and often distinguishable from non-syndromic autism. Autism diagnostic assessment practices in this population should be tailored to specific syndromes. Service provisions must begin to prioritise needs-led support.
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