deep phenotyping

深层表型
  • 文章类型: Journal Article
    背景:心力衰竭(HF)最常见于心肌梗死(MI)患者,但MI大小以外的因素可能是确定性的。远离MI的心肌纤维化与不良重塑有关。我们的目的是i)研究远程心肌纤维化之间的关联,使用心血管磁共振(CMR)测量细胞外体积(ECV),HF和MI后死亡,ii)确定有MI证据的患者远程心肌纤维化的预测因子,并确定与梗死面积的关系。
    方法:多中心前瞻性队列研究,对1,199名连续接受CMR的患者进行了前瞻性队列研究,并有MI在晚期钆增强的证据。中位随访1133天(895-1442天)。Cox比例风险模型用于确定预测主要结局的因素,因HF(HHF)或全因死亡率首次住院的复合,CMR后。线性回归模型用于确定远程ECV的决定因素。
    结果:远程心肌纤维化是主要结局的重要预测指标(χ2:15.6,HR:每增加1%ECV1.07,95%CI:1.04-1.11,p<0.001),并分别预测HHF和死亡。远程ECV的最强预测因子是糖尿病,性别,利钠肽,和身体质量指数,但是,尽管广泛的表型,调整后的模型R2仅为0.283.梗死面积与远端纤维化之间的关系非常弱。
    结论:心肌纤维化,使用CMRECV测量,在有MI证据的患者中,是HHF和死亡的强预测因子。心肌梗死后远程心肌纤维化形成的潜在机制仍然知之甚少,但梗死面积以外的其他因素似乎很重要。
    BACKGROUND: Heart failure (HF) most commonly occurs in patients who have had a myocardial infarction (MI), but factors other than MI size may be deterministic. Fibrosis of myocardium remote from the MI is associated with adverse remodeling. We aimed to 1) investigate the association between remote myocardial fibrosis, measured using cardiovascular magnetic resonance (CMR) extracellular volume fraction (ECV), and HF and death following MI, 2) identify predictors of remote myocardial fibrosis in patients with evidence of MI and determine the relationship with infarct size.
    METHODS: Multicenter prospective cohort study of 1199 consecutive patients undergoing CMR with evidence of MI on late gadolinium enhancement. Median follow-up was 1133 (895-1442) days. Cox proportional hazards modeling was used to identify factors predictive of the primary outcome, a composite of first hospitalization for HF (HHF) or all-cause mortality, post-CMR. Linear regression modeling was used to identify determinants of remote ECV.
    RESULTS: Remote myocardial fibrosis was a strong predictor of primary outcome (χ2: 15.6, hazard ratio [HR]: 1.07 per 1% increase in ECV, 95% confidence interval [CI]: 1.04-1.11, p < 0.001) and was separately predictive of both HHF and death. The strongest predictors of remote ECV were diabetes, sex, natriuretic peptides, and body mass index, but, despite extensive phenotyping, the adjusted model R2 was only 0.283. The relationship between infarct size and remote fibrosis was very weak.
    CONCLUSIONS: Myocardial fibrosis, measured using CMR ECV, is a strong predictor of HHF and death in patients with evidence of MI. The mechanisms underlying remote myocardial fibrosis formation post-MI remain poorly understood, but factors other than infarct size appear to be important.
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  • 文章类型: Journal Article
    自闭症谱系障碍(ASD)儿童在早期社交技巧方面经常面临挑战,提示需要详细探索特定行为及其对认知和适应功能的影响。本研究旨在通过研究18-60个月ASD学龄前儿童早期社交沟通技巧的发展轨迹来解决这一差距。将它们与年龄匹配的典型发育(TD)儿童进行比较。利用早期的社会交往量表(ESCS),该研究采用纵向设计来捕捉随时间的变化。我们对ESCS变量应用主成分分析(PCA)来识别潜在成分,和聚类分析,以根据前言语交流概况识别子组。结果揭示了ASD和TD儿童在早期社会交往能力方面的一致差异。ASD儿童技能下降。PCA确定了两个组成部分,区分对象导向行为和社会交往导向行为。聚类分析确定了自闭症儿童的三个亚组,每个显示与不同的认知和自适应功能轨迹相关的特定通信配置文件。总之,这项研究提供了对ASD早期社会交往发展的细致理解,强调低级行为的重要性。亚组及其独特轨迹的识别有助于更全面地理解ASD异质性。这些发现强调了早期诊断的重要性,专注于预测认知和适应性功能结果的特定行为。这项研究鼓励进一步的研究,以探索这些技能的顺序发展,为干预措施和支持策略提供有价值的见解。
    Children with autism spectrum disorder (ASD) often face challenges in early social communication skills, prompting the need for a detailed exploration of specific behaviors and their impact on cognitive and adaptive functioning. This study aims to address this gap by examining the developmental trajectories of early social communication skills in preschoolers with ASD aged 18-60 months, comparing them to age-matched typically developing (TD) children. Utilizing the early social communication scales (ESCS), the research employs a longitudinal design to capture changes over time. We apply a principal component analysis (PCA) to ESCS variables to identify underlying components, and cluster analysis to identify subgroups based on preverbal communication profiles. The results reveal consistent differences in early social communication skills between ASD and TD children, with ASD children exhibiting reduced skills. PCA identifies two components, distinguishing objects-directed behaviors and social interaction-directed behaviors. Cluster analysis identifies three subgroups of autistic children, each displaying specific communication profiles associated with distinct cognitive and adaptive functioning trajectories. In conclusion, this study provides a nuanced understanding of early social communication development in ASD, emphasizing the importance of low-level behaviors. The identification of subgroups and their unique trajectories contributes to a more comprehensive understanding of ASD heterogeneity. These findings underscore the significance of early diagnosis, focusing on specific behaviors predicting cognitive and adaptive functioning outcomes. The study encourages further research to explore the sequential development of these skills, offering valuable insights for interventions and support strategies.
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  • 文章类型: Journal Article
    语言能力最近重新引起了人们对认知神经科学的兴趣。传统的语言能力测试包括音素编码能力,联想记忆,语法敏感性和归纳语言学习。此外,领域-一般认知能力与语言能力的个体差异有关,以及尚未阐明的因素。超越领域-一般认知,在特定领域但非语言领域(例如音乐或数字处理)的能力和经验也可能会影响并受到语言能力的影响。我们在152名参与者的样本中调查了其中一些关系,使用探索性图分析,跨越不同级别的正规化,即灵敏度。我们在第二步中进行了荟萃聚类分析,以确定牢固地分组在一起的变量。我们讨论数据,以及他们的元网络分组,在基线网络灵敏度级别,在两个分析中,一个包括,另一个不包括诵读困难的读者。我们的结果显示语言和认知之间有稳定的联系,以及多语言语言体验的隔离,音乐性和读写能力。我们强调了对语言和认知作为多元系统的更全面的看法的必要性。
    Language aptitude has recently regained interest in cognitive neuroscience. Traditional language aptitude testing included phonemic coding ability, associative memory, grammatical sensitivity and inductive language learning. Moreover, domain-general cognitive abilities are associated with individual differences in language aptitude, together with factors that have yet to be elucidated. Beyond domain-general cognition, it is also likely that aptitude and experience in domain-specific but non-linguistic fields (e.g. music or numerical processing) influence and are influenced by language aptitude. We investigated some of these relationships in a sample of 152 participants, using exploratory graph analysis, across different levels of regularisation, i.e. sensitivity. We carried out a meta cluster analysis in a second step to identify variables that are robustly grouped together. We discuss the data, as well as their meta-network groupings, at a baseline network sensitivity level, and in two analyses, one including and the other excluding dyslexic readers. Our results show a stable association between language and cognition, and the isolation of multilingual language experience, musicality and literacy. We highlight the necessity of a more comprehensive view of language and of cognition as multivariate systems.
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  • 文章类型: Case Reports
    CCN6的双等位基因致病变异导致进行性假性肿瘤样发育不良(PPD),一种罕见的骨骼发育不良.主要特征包括非炎性进行性关节僵硬和增大,这并不是这种情况所独有的。几乎100%的报道的变异是单核苷酸变异或小的indels,并且已经报道了第二个变体的缺失。基因组测序(GS)涵盖了各种类型的变异,深度表型(DP)提供了详细而精确的信息,有助于遗传数据解释。GS和DP的结合提高了诊断率,特别是在罕见和未诊断的疾病中。我们鉴定了一种新的复合杂合子,涉及具有单核苷酸变体的反式致病拷贝数变体(g.112057664_112064205del)(c.624dup(p。Cys209MetfsTer21))在一对单卵双胞胎中的CCN6,通过GS和DP的方法。这对双胞胎之前收到了三个非诊断结果。所有测试都错过了g.112057664_112064205del变体,记录的表型不准确甚至误导。这对双胞胎被诊断患有PPD,结束了长达13年的诊断冒险.可能还有其他PPD患者由于基因检测或表型鉴定方法不足而经历诊断不足和误诊。该病例强调了GS和DP在促进准确和及时诊断方面的关键作用。
    Biallelic pathogenic variants in CCN6 cause progressive pseudorheumatoid dysplasia (PPD), a rare skeletal dysplasia. The predominant features include noninflammatory progressive joint stiffness and enlargement, which are not unique to this condition. Nearly 100% of the reported variants are single nucleotide variants or small indels, and missing of a second variant has been reported. Genome sequencing (GS) covers various types of variants and deep phenotyping (DP) provides detailed and precise information facilitating genetic data interpretation. The combination of GS and DP improves diagnostic yield, especially in rare and undiagnosed diseases. We identified a novel compound heterozygote involving a disease-causing copy number variant (g.112057664_112064205del) in trans with a single nucleotide variant (c.624dup(p.Cys209MetfsTer21)) in CCN6 in a pair of monozygotic twins, through the methods of GS and DP. The twins had received three nondiagnostic results before. The g.112057664_112064205del variant was missed by all the tests, and the recorded phenotypes were inaccurate or even misleading. The twins were diagnosed with PPD, ending a 13-year diagnostic odyssey. There may be other patients with PPD experiencing underdiagnosis and misdiagnosis due to inadequate genetic testing or phenotyping methods. This case highlights the critical role of GS and DP in facilitating an accurate and timely diagnosis.
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  • 文章类型: Journal Article
    背景:双相情感障碍(BD)在横断面和纵向上都表现出异质性疾病表现。这种表型异质性可能反映了潜在的遗传异质性。同时,在临床和生物标志物水平上观察到BD和其他精神疾病之间的重叠特征,这意味着它们之间有共同的生物学机制。将这两个问题结合在一个单一的研究设计中,这项研究调查了BD的表型异质性亚型是否与其他精神疾病具有独特的多基因基础。
    方法:在我们之前的研究中确定的BD的六个终生表型维度被用作目标表型。分析了这些表型维度与东亚(EA)和其他可用人群的主要精神疾病的多基因风险评分(PRS)之间的关联。
    结果:每个表型维度都显示出与精神疾病PRS的不同关联模式。EA精神分裂症的PRS与周期性维度呈显着负相关(p=0.044),但与精神病性/易激躁狂维度呈显着正相关(p=0.001)。EA重度抑郁障碍的PRS显示与症状维度显着负相关(p=0.003),但与合并症维度显着正相关(p=0.028)。
    结论:这项研究表明,BD的终生基础的明确表型维度具有与其他主要精神疾病相同的独特遗传风险。这一发现支持BD的遗传异质性,并表明BD亚型和BD以外的其他精神疾病之间存在多效性。在祖先不同的人群中,在精神疾病中采用深度表型的进一步基因组分析是必要的,以澄清精神病学中诊断内异质性和诊断间共性问题。
    BACKGROUND: Bipolar disorder (BD) shows heterogeneous illness presentation both cross-sectionally and longitudinally. This phenotypic heterogeneity might reflect underlying genetic heterogeneity. At the same time, overlapping characteristics between BD and other psychiatric illnesses are observed at clinical and biomarker levels, which implies a shared biological mechanism between them. Incorporating these two issues in a single study design, this study investigated whether phenotypically heterogeneous subtypes of BD have a distinct polygenic basis shared with other psychiatric illnesses.
    METHODS: Six lifetime phenotype dimensions of BD identified in our previous study were used as target phenotypes. Associations between these phenotype dimensions and polygenic risk scores (PRSs) of major psychiatric illnesses from East Asian (EA) and other available populations were analyzed.
    RESULTS: Each phenotype dimension showed a different association pattern with PRSs of mental illnesses. PRS for EA schizophrenia showed a significant negative association with the cyclicity dimension (p = 0.044) but a significant positive association with the psychotic/irritable mania dimension (p = 0.001). PRS of EA major depressive disorder demonstrated a significant negative association with the elation dimension (p = 0.003) but a significant positive association with the comorbidity dimension (p = 0.028).
    CONCLUSIONS: This study demonstrates that well-defined phenotype dimensions of lifetime-basis in BD have distinct genetic risks shared with other major mental illnesses. This finding supports genetic heterogeneity in BD and suggests a pleiotropy among BD subtypes and other psychiatric disorders beyond BD. Further genomic analyses adopting deep phenotyping across mental illnesses in ancestrally diverse populations are warranted to clarify intra-diagnosis heterogeneity and inter-diagnoses commonality issues in psychiatry.
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  • 文章类型: Journal Article
    背景:在过渡到大学的过程中,压力加剧和睡眠不足很常见,经常同时发生,两者都与负面健康结果有关。一个挑战是解开感知到的压力是在睡眠变化之前还是之后。这些日常协会可能因个人而异,但较短的研究时间和先前研究中的群体水平分析可能掩盖了特定于人的表型.
    目的:本研究旨在获得个体感知压力与客观睡眠持续时间之间的超前滞后关联的稳定估计,不偏不倚的团体,通过开发一个个体水平的线性模型,可以利用密集的纵向数据,同时保持简约。
    方法:总共,55名大学生(n=6,11%的二年级学生和n=49,89%的一年级学生)自愿通过智能手机应用程序提供每日自我压力报告,并佩戴活动记录腕带以估算整个学年的每日睡眠持续时间(每位参与者的可用每日观察值中位数:178,IQR65.5)。个体水平线性模型,在贝叶斯框架中开发,包括预测因子和感兴趣的结果,以及一周中某一天的协变量,以解释每周模式。我们在二年级学生(n=6,用作试点样本)的队列中验证了该模型,方法是将其应用于预期在个体内正相关的变量:客观睡眠持续时间和自我报告的睡眠质量。然后将该模型应用于一年级学生的完全独立目标样本(n=49),以检查每日压力水平与睡眠持续时间之间的双向关联。
    结果:概念验证分析捕获了每个试点参与者的客观睡眠持续时间和主观睡眠质量之间的预期关联。目标分析显示,大多数参与者(45/49,92%)的睡眠时间与感知压力之间存在负相关。但是他们的时间联系不同。在49名参与者中,19(39%)显示出显着关联(方向的概率>0.975):8(16%)显示出白天压力升高与当晚睡眠较短有关,5(10%)显示第二天睡眠时间缩短与压力升高有关,和6(12%)显示了两个关联方向。值得注意的是,当使用基于组的多级模型进行分析时,个人估计被系统地衰减,有些甚至颠倒了。
    结论:日常生活中压力和睡眠的动态相互作用可能是特定于人的。与密集的纵向数据配对,我们的个体水平线性模型为稳定的现实世界行为和心理动态的估计提供了精确的框架,并可能支持健康和福祉干预目标的个性化优先排序.
    BACKGROUND: Heightened stress and insufficient sleep are common in the transition to college, often co-occur, and have both been linked to negative health outcomes. A challenge concerns disentangling whether perceived stress precedes or succeeds changes in sleep. These day-to-day associations may vary across individuals, but short study periods and group-level analyses in prior research may have obscured person-specific phenotypes.
    OBJECTIVE: This study aims to obtain stable estimates of lead-lag associations between perceived stress and objective sleep duration in the individual, unbiased by the group, by developing an individual-level linear model that can leverage intensive longitudinal data while remaining parsimonious.
    METHODS: In total, 55 college students (n=6, 11% second-year students and n=49, 89% first-year students) volunteered to provide daily self-reports of perceived stress via a smartphone app and wore an actigraphy wristband for the estimation of daily sleep duration continuously throughout the academic year (median usable daily observations per participant: 178, IQR 65.5). The individual-level linear model, developed in a Bayesian framework, included the predictor and outcome of interest and a covariate for the day of the week to account for weekly patterns. We validated the model on the cohort of second-year students (n=6, used as a pilot sample) by applying it to variables expected to correlate positively within individuals: objective sleep duration and self-reported sleep quality. The model was then applied to the fully independent target sample of first-year students (n=49) for the examination of bidirectional associations between daily stress levels and sleep duration.
    RESULTS: Proof-of-concept analyses captured expected associations between objective sleep duration and subjective sleep quality in every pilot participant. Target analyses revealed negative associations between sleep duration and perceived stress in most of the participants (45/49, 92%), but their temporal association varied. Of the 49 participants, 19 (39%) showed a significant association (probability of direction>0.975): 8 (16%) showed elevated stress in the day associated with shorter sleep later that night, 5 (10%) showed shorter sleep associated with elevated stress the next day, and 6 (12%) showed both directions of association. Of note, when analyzed using a group-based multilevel model, individual estimates were systematically attenuated, and some even reversed sign.
    CONCLUSIONS: The dynamic interplay of stress and sleep in daily life is likely person specific. Paired with intensive longitudinal data, our individual-level linear model provides a precision framework for the estimation of stable real-world behavioral and psychological dynamics and may support the personalized prioritization of intervention targets for health and well-being.
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  • 文章类型: Journal Article
    疾病本体促进了特定领域知识的语义组织和表示。在前列腺癌(PCa)的情况下,大量的研究成果和临床数据已经积累,需要标准化以共享和转化研究。与PCa相关的知识的正式表示对于各种数据标准化至关重要,数据共享和未来知识图谱提取,深度表型和可解释的人工智能发展。在这项研究中,基于本体开发生命周期构建了更新的PCa本体(PCAO2)。设计了一个在线信息检索系统,以确保本体的可用性。具有基于子类的分类层次结构的PCAO2涵盖了与PCa相关的基因型的主要生物医学概念,表型和生活方式数据。当前版本的PCAO2包含在三个生物医学观点下组织的633个概念,即,流行病学,诊断和治疗。这些概念通过增加定义而得到了丰富,同义词,关系和参考。为了精确的诊断和治疗,从PCa流行病学的角度来看,PCa相关基因和生活方式得到了整合。PCAO2为研究大量异构PCa数据和知识提供了标准化和系统化的语义框架,这可以进一步,由科学界编辑和丰富。PCAO2可在https://bioportal免费获得。bioontology.org/ontologies/PCAO,http://pcaontology.net/和http://pcaontology.net/mobile/。
    Disease ontologies facilitate the semantic organization and representation of domain-specific knowledge. In the case of prostate cancer (PCa), large volumes of research results and clinical data have been accumulated and needed to be standardized for sharing and translational researches. A formal representation of PCa-associated knowledge will be essential to the diverse data standardization, data sharing and the future knowledge graph extraction, deep phenotyping and explainable artificial intelligence developing. In this study, we constructed an updated PCa ontology (PCAO2) based on the ontology development life cycle. An online information retrieval system was designed to ensure the usability of the ontology. The PCAO2 with a subclass-based taxonomic hierarchy covers the major biomedical concepts for PCa-associated genotypic, phenotypic and lifestyle data. The current version of the PCAO2 contains 633 concepts organized under three biomedical viewpoints, namely, epidemiology, diagnosis and treatment. These concepts are enriched by the addition of definition, synonym, relationship and reference. For the precision diagnosis and treatment, the PCa-associated genes and lifestyles are integrated in the viewpoint of epidemiological aspects of PCa. PCAO2 provides a standardized and systematized semantic framework for studying large amounts of heterogeneous PCa data and knowledge, which can be further, edited and enriched by the scientific community. The PCAO2 is freely available at https://bioportal.bioontology.org/ontologies/PCAO, http://pcaontology.net/ and http://pcaontology.net/mobile/.
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  • 文章类型: Journal Article
    成瘾神经临床评估(ANA)是最近开发的框架,提供了对三个神经功能和行为领域的更全面的了解,这些领域反映了在酒精使用障碍(AUD)中看到的神经生物学功能障碍。虽然ANA领域已经在独立实验室得到了很好的验证,迫切需要鉴定符合所提出的神经功能域的神经标记.目前的研究涉及一项为期两周的依丁司特(50mgBID)实验药物试验的二次数据分析。45名AUD(17F/28M)的非寻求治疗的参与者完成了一系列经过验证的行为评估,构成了其激励显著性因子得分的基础。通过因子分析计算,以及一项功能神经成像(fMRI)任务,评估他们在服用安慰剂或异丁司特7天后对视觉酒精信号的神经反应性。进行了一般的线性模型来检查腹侧和背侧的激励显著性与神经酒精提示反应性之间的关系。进行了全脑广义线性模型分析,以检查神经酒精提示反应性与激励显著性之间的关联。年龄,性别,药物,和吸烟状况作为协变量。在背侧或腹侧纹状体中,诱因显着性与提示引起的激活无关。在包括脑岛和后扣带回皮质在内的奖赏学习和情感区域中,激励显着性与酒精提示引起的大脑激活呈显着正相关(p<0.05)。双侧前突,和双侧中央前回旋。ANA激励显着性因子反映在对奖励学习和情绪处理很重要的大脑电路中。确定AUD的子表型,其特征在于对酒精线索的激励显着性增加,允许采用精准医学方法。即专门针对饮酒的渴望和奖励的治疗方法。这项研究是对ANA的激励显着因子的初步生物行为验证。进一步的研究验证了其他ANA因素的神经相关性,以及在较大样本中的复制,似乎有理由。
    The Addictions Neuroclinical Assessment (ANA) is a recently-developed framework offering a more holistic understanding of three neurofunctional and behavioral domains that reflect the neurobiological dysfunction seen in alcohol use disorder (AUD). While the ANA domains have been well-validated across independent laboratories, there is a critical need to identify neural markers that subserve the proposed neurofunctional domains. The current study involves secondary data analysis of a two-week experimental medication trial of ibudilast (50 mg BID). Forty-five non-treatment-seeking participants with AUD (17F / 28 M) completed a battery of validated behavioral assessments forming the basis of their incentive salience factor score, computed via factor analysis, as well as a functional neuroimaging (fMRI) task assessing their neural reactivity to visual alcohol cues after being on placebo or ibudilast for 7 days. General linear models were conducted to examine the relationship between incentive salience and neural alcohol cue-reactivity in the ventral and dorsal stratum. Whole-brain generalized linear model analyses were conducted to examine associations between neural alcohol cue-reactivity and incentive salience. Age, sex, medication, and smoking status were included as covariates. Incentive salience was not associated with cue-elicited activation in the dorsal or ventral striatum. Incentive salience was significantly positively correlated (p < 0.05) with alcohol cue-elicited brain activation in reward-learning and affective regions including the insula and posterior cingulate cortices, bilateral precuneus, and bilateral precentral gyri. The ANA incentive salience factor is reflected in brain circuitry important for reward learning and emotion processing. Identifying a sub-phenotype of AUD characterized by increased incentive salience to alcohol cues allows for precision medicine approaches, i.e. treatments specifically targeting craving and reward from alcohol use. This study serves as a preliminary bio-behavioral validation for the incentive salience factor of the ANA. Further studies validating the neural correlates of other ANA factors, as well as replication in larger samples, appear warranted.
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  • 文章类型: Journal Article
    对小脑型多系统萎缩(MSA-C)的明确诊断具有挑战性。我们假设MRI上脑桥和小脑中梗直径的变化率将是MSA-C独有的,并可作为诊断生物标志物。我们在健康对照组的脑MRI上定义了前后脑桥和小脑中部横梗直径的规范数据,进行直径-体积相关性,并测量评估者内和评估者间的可靠性。我们研究了88名MSA-C和78名其他小脑共济失调患者的探索性队列(2002-2014),和49MSA-C的验证队列(2015-2021),13帕金森病型多系统萎缩(MSA-P),其他99例小脑共济失调患者和314例非共济失调患者。我们在基线和随后的MRI上测量了前后脑桥和小脑中梗直径,并将结果与简要共济失调量表评分相关。我们评估了中脑:脑桥和中脑花梗:脑桥的比率。标准前后桥直径为23.6±1.6mm,小脑中部花梗直径16.4±1.4mm。桥孔直径与体积相关,r=0.94,P<0.0001。与所有其他共济失调相比,MSA-C首次扫描时的前后脑桥和小脑中梗测量值较小;前后脑桥直径:探究性,19.3±2.6mm对20.7±2.6mm,验证,19.9±2.1mm与21.1±2.1mm;小脑中柄横径,探索性的,12.0±2.6mm对14.3±2.1mm,验证,13.6±2.1mm对15.1±1.8mm,所有P<0.001。MSA-C的前后脑桥和中小脑花梗变化率比所有其他共济失调快;前后脑桥直径变化率:探索性,-0.87±0.04毫米/年与-0.09±0.02毫米/年,验证,-0.89±0.48毫米/年与-0.10±0.21毫米/年;小脑中梗横径变化率:探索性,-0.84±0.05毫米/年与-0.08±0.02毫米/年,验证,-0.94±0.64毫米/年与-0.11±0.27毫米/年,所有值P<0.0001。前后脑桥和小脑中梗直径在可能之间无法区分,可能的和确定的MSA-C前后脑桥萎缩率呈线性,与共济失调严重程度相关。使用较低的阈值前后桥直径减少-0.4毫米/年,以平衡灵敏度和特异性,将MSA-C与其他共济失调区分开的曲线下面积为0.94,敏感性为0.92,特异性为0.87.对于小脑中部花梗,阈值下降-0.5毫米/年,曲线下面积为0.90,敏感性为0.85,特异性为0.79.MSA-C中脑:脑桥比率逐渐增加,而小脑中部花梗:脑桥的比例几乎没有变化。MSA-C的前后脑桥和小脑中梗直径小于MSA-P,P<0.001。我们从这项为期20年的纵向临床和影像学研究中得出结论,前后脑桥和小脑中梗直径是MSA-C的表型影像学生物标志物。在正确的临床背景下,前后脑桥和横向小脑中部花梗直径下降约0.8毫米/年就足以诊断MSA-C。
    Definitive diagnosis of multiple system atrophy of the cerebellar type (MSA-C) is challenging. We hypothesized that rates of change of pons and middle cerebellar peduncle diameters on MRI would be unique to MSA-C and serve as diagnostic biomarkers. We defined the normative data for anterior-posterior pons and transverse middle cerebellar peduncle diameters on brain MRI in healthy controls, performed diameter-volume correlations and measured intra- and inter-rater reliability. We studied an Exploratory cohort (2002-2014) of 88 MSA-C and 78 other cerebellar ataxia patients, and a Validation cohort (2015-2021) of 49 MSA-C, 13 multiple system atrophy of the parkinsonian type (MSA-P), 99 other cerebellar ataxia patients and 314 non-ataxia patients. We measured anterior-posterior pons and middle cerebellar peduncle diameters on baseline and subsequent MRIs, and correlated results with Brief Ataxia Rating Scale scores. We assessed midbrain:pons and middle cerebellar peduncle:pons ratios over time. The normative anterior-posterior pons diameter was 23.6 ± 1.6 mm, and middle cerebellar peduncle diameter 16.4 ± 1.4 mm. Pons diameter correlated with volume, r = 0.94, P < 0.0001. The anterior-posterior pons and middle cerebellar peduncle measures were smaller at first scan in MSA-C compared to all other ataxias; anterior-posterior pons diameter: Exploratory, 19.3 ± 2.6 mm versus 20.7 ± 2.6 mm, Validation, 19.9 ± 2.1 mm versus 21.1 ± 2.1 mm; middle cerebellar peduncle transverse diameter, Exploratory, 12.0 ± 2.6 mm versus 14.3 ±2.1 mm, Validation, 13.6 ± 2.1 mm versus 15.1 ± 1.8 mm, all P < 0.001. The anterior-posterior pons and middle cerebellar peduncle rates of change were faster in MSA-C than in all other ataxias; anterior-posterior pons diameter rates of change: Exploratory, -0.87 ± 0.04 mm/year versus -0.09 ± 0.02 mm/year, Validation, -0.89 ± 0.48 mm/year versus -0.10 ± 0.21 mm/year; middle cerebellar peduncle transverse diameter rates of change: Exploratory, -0.84 ± 0.05 mm/year versus -0.08 ± 0.02 mm/year, Validation, -0.94 ± 0.64 mm/year versus -0.11 ± 0.27 mm/year, all values P < 0.0001. Anterior-posterior pons and middle cerebellar peduncle diameters were indistinguishable between Possible, Probable and Definite MSA-C. The rate of anterior-posterior pons atrophy was linear, correlating with ataxia severity. Using a lower threshold anterior-posterior pons diameter decrease of -0.4 mm/year to balance sensitivity and specificity, area under the curve analysis discriminating MSA-C from other ataxias was 0.94, yielding sensitivity 0.92 and specificity 0.87. For the middle cerebellar peduncle, with threshold decline -0.5 mm/year, area under the curve was 0.90 yielding sensitivity 0.85 and specificity 0.79. The midbrain:pons ratio increased progressively in MSA-C, whereas the middle cerebellar peduncle:pons ratio was almost unchanged. Anterior-posterior pons and middle cerebellar peduncle diameters were smaller in MSA-C than in MSA-P, P < 0.001. We conclude from this 20-year longitudinal clinical and imaging study that anterior-posterior pons and middle cerebellar peduncle diameters are phenotypic imaging biomarkers of MSA-C. In the correct clinical context, an anterior-posterior pons and transverse middle cerebellar peduncle diameter decline of ∼0.8 mm/year is sufficient for and diagnostic of MSA-C.
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  • 文章类型: Journal Article
    被称为22q11.2缺失综合征(MIM#188400)的疾病是一种罕见的疾病,具有高度可变的临床表现,包括180多个特征;在巴西的颅面项目进行确认测试之前,已经使用了筛选个体的特定指南来支持临床怀疑。在巴西颅面异常数据库中列出的2568名患者中,通过全外显子组测序进一步研究了43例22q11.2缺失综合征阴性的个体。3例患者(6.7%)在KMT2A基因中出现杂合致病变异,包括一个新的变体(c.6158+1del)和两个以前报道过的(c.173dup和c.321C>T);反向表型得出结论,所有三名患者都表现出Wiedemann-Steiner综合征的特征,如神经发育障碍和畸形面部特征(n=3),多动和焦虑(n=2),浓眉和下肢多毛症(n=2),先天性心脏病(n=1),身材矮小(n=1),咽喉功能不全(n=2)。22q11.2缺失综合征和Wiedemann-Steiner综合征之间的重叠特征包括神经精神疾病和涉及眼睛和鼻子区域的畸形特征;在两名患者中发现了咽喉功能不全,这在WDSTS中未报道。因此,我们建议这两种情况都应包括在彼此的鉴别诊断中.
    The condition known as 22q11.2 deletion syndrome (MIM #188400) is a rare disease with a highly variable clinical presentation including more than 180 features; specific guidelines for screening individuals have been used to support clinical suspicion before confirmatory tests by Brazil\'s Craniofacial Project. Of the 2568 patients listed in the Brazilian Database on Craniofacial Anomalies, 43 individuals negative for the 22q11.2 deletion syndrome were further investigated through whole-exome sequencing. Three patients (6.7%) presented with heterozygous pathogenic variants in the KMT2A gene, including a novel variant (c.6158+1del) and two that had been previously reported (c.173dup and c.3241C>T); reverse phenotyping concluded that all three patients presented features of Wiedemann-Steiner syndrome, such as neurodevelopmental disorders and dysmorphic facial features (n = 3), hyperactivity and anxiety (n = 2), thick eyebrows and lower-limb hypertrichosis (n = 2), congenital heart disease (n = 1), short stature (n = 1), and velopharyngeal insufficiency (n = 2). Overlapping features between 22q11.2 deletion syndrome and Wiedemann-Steiner syndrome comprised neuropsychiatric disorders and dysmorphic characteristics involving the eyes and nose region; velopharyngeal insufficiency was seen in two patients and is an unreported finding in WDSTS. Therefore, we suggest that both conditions should be included in each other\'s differential diagnoses.
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