tuberous sclerosis

结节性硬化症
  • 文章类型: Journal Article
    结节性硬化症(TSC)是一种常染色体显性疾病,其特征是中枢神经系统错构瘤的发展,心,皮肤,肺,肾脏和其他表现,包括癫痫发作,皮质块茎,径向迁移线,自闭症和认知障碍。该疾病与TSC1或TSC2基因的致病变异有关,导致mTOR通路的过度激活,细胞生长和新陈代谢的关键调节剂。因此,mTOR通路的过度激活导致异常的组织增殖和实体瘤的发展。肾脏受累于TSC的特点是囊性病变的发展,肾细胞癌和肾血管平滑肌脂肪瘤,可能会进展并引起疼痛,出血,肾功能丧失.在过去的几年里,TSC的治疗方法发生了明显的转变,特别是在解决肾脏表现。mTOR抑制剂已成为主要的治疗选择,而像肾切除术和栓塞术这样的手术干预措施主要用于对临床治疗无反应的并发症,如严重的肾出血。本文就TSC的主要临床特点进行综述,肾脏受累的潜在机制,肾脏病变治疗的最新进展,和未来的前景。
    Tuberous sclerosis complex (TSC) is an autosomal dominant disease characterized by the development of hamartomas in the central nervous system, heart, skin, lungs, and kidneys and other manifestations including seizures, cortical tubers, radial migration lines, autism and cognitive disability. The disease is associated with pathogenic variants in the TSC1 or TSC2 genes, resulting in the hyperactivation of the mTOR pathway, a key regulator of cell growth and metabolism. Consequently, the hyperactivation of the mTOR pathway leads to abnormal tissue proliferation and the development of solid tumors. Kidney involvement in TSC is characterized by the development of cystic lesions, renal cell carcinoma and renal angiomyolipomas, which may progress and cause pain, bleeding, and loss of kidney function. Over the past years, there has been a notable shift in the therapeutic approach to TSC, particularly in addressing renal manifestations. mTOR inhibitors have emerged as the primary therapeutic option, whereas surgical interventions like nephrectomy and embolization being reserved primarily for complications unresponsive to clinical treatment, such as severe renal hemorrhage. This review focuses on the main clinical characteristics of TSC, the mechanisms underlying kidney involvement, the recent advances in therapy for kidney lesions, and the future perspectives.
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  • 文章类型: Case Reports
    22-year-old male diagnosed with Tuberous Sclerosis Complex (TSC), a genetic disorder characterized by benign tumors in various organs, with a focus on neurological implications. Central to the study is the development of Subependymal Giant Cell Astrocytomas (SEGAs), leading to hydrocephalus in the patient. The diagnosis of TSC was made in the patient\'s childhood, and he was monitored regularly. The study highlights a significant growth in a subependymal nodule, leading to monoventricular hydrocephalus. MRI scans played a crucial role in identifying the progression of SEGAs and the subsequent hydrocephalus. The treatment approach involved endoscopic surgical removal of the SEGA, with histopathology confirming the diagnosis. Post-surgical outcomes over an eight-year follow-up period showed a normalization in ventricular size and the stability of other subependymal nodules, without any complications. This case underscores the importance of regular monitoring for TSC patients, early intervention for complications like hydrocephalus, and the need for a multidisciplinary treatment approach. The case study provides valuable insights into the management of neurodevelopmental disorders and the complexities surrounding TSC and SEGAs.
    22 metų vyrui diagnozuotas tuberozinės sklerozės kompleksas (TSC) – genetinis sutrikimas, kuriam būdingi nepatogeniniai įvairių organų navikai, daugiausia dėmesio skiriant neurologinėms pasekmėms. Pagrindinė tyrimo tema - subependiminių gigantinių ląstelių astrocitoma (SEGA), dėl kurios pacientui išsivystė hidrocefalija. TSC diagnozė buvo nustatyta pacientui vaikystėje, jis buvo reguliariai stebimas. Tyrime išryškėja žymus subependiminio mazgelio augimas, sukėlęs monoventrikulinę hidrocefaliją. MRT tyrimas atliko lemiamą vaidmenį nustatant SEGA progresavimą ir vėliau atsiradusią hidrocefaliją. Gydymo metodas apėmė endoskopinį chirurginį SEGOS pašalinimą, o diagnozę patvirtino histopatologinis tyrimas. Pooperaciniai rezultatai per aštuonerių metų stebėjimo laikotarpį parodė, kad skilvelio dydis normalizavosi, o kiti subependiminiai mazgai išliko stabilūs ir nekilo jokių komplikacijų. Šis atvejis pabrėžia, kaip svarbu reguliariai stebėti TSC sergančius pacientus, anksti įsikišti dėl tokių komplikacijų, kaip hidrocefalija, ir taikyti daugiadisciplininį gydymo metodą. Atvejo tyrimas suteikia vertingų įžvalgų apie neurologinių raidos sutrikimų gydymą ir su TSC ir SEGA susijusius sudėtingus klausimus.
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  • 文章类型: Journal Article
    结节性硬化症(TSC)是一种常染色体显性神经皮肤疾病。中枢神经系统的块茎是该疾病的标志,通常会引起癫痫。许多TSC患者单独使用药物无法实现癫痫发作控制。几例病例系列显示,切除手术后癫痫发作的自由度很高。然而,切除致癫痫块茎的技术在很大程度上没有报道。在这里,作者介绍了2例病例,以说明他们在TSC患者中定位和切除癫痫发作区的多阶段方法。在他们的机构,他们有良好的癫痫发作结果和低并发症发生率与这项技术。视频可以在这里找到:https://stream。cadmore.媒体/r10.3171/2024.4。FOCVID2411.
    Tuberous sclerosis complex (TSC) is an autosomal dominant neurocutaneous disorder. Tubers of the central nervous system are a hallmark of the disorder and often cause epilepsy. Many TSC patients fail to achieve seizure control with medication alone. Several case series have demonstrated high seizure freedom rates after resective surgery. However, the technique for the resection of epileptogenic tubers has largely been unreported. Here the authors present 2 cases to illustrate their multistage approach for localizing and resecting the seizure onset zone in patients with TSC. At their institution, they have excellent seizure outcomes and a low complication rate with this technique. The video can be found here: https://stream.cadmore.media/r10.3171/2024.4.FOCVID2411.
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  • 文章类型: Journal Article
    BACKGROUND:  Tuberous sclerosis complex (TSC) is an autosomal dominant genetic disorder with a wide clinical, cognitive, and behavioral expressivity.
    OBJECTIVE:  To assess the neuropsychological profile of individuals clinically diagnosed with TSC and the factors that could significantly impact their cognitive development.
    METHODS:  A total of 62 individuals with ages ranging from 3 to 38 years were followed up in a tertiary attention hospital in Southern Brazil, and they were assessed using a standard battery and the Vineland Adaptive Behavior Scales, when intellectual disability was observed.
    RESULTS:  History of epilepsy was found in 56 participants (90.3%), and 31 (50%) presented an intellectual disability. Among the other half of TSC individuals without intellectual disability, 8 (12.9%) presented borderline classification, 20 (32.2%) presented average scores, and 3 (4.8%) were above average. In total, 17 participants (27.4%) fulfilled the diagnostic criteria for autism spectrum disorder. The results of the multiple linear regression analysis suggested that seizures, age at diagnosis, visual perception, and general attention significantly impact cognitive performance indexes.
    CONCLUSIONS:  The present study suggests that the occurrence of epileptic seizures and older age at diagnosis contribute to higher impairment in the domains of cognitive development, underlining the importance of early diagnosis and the prevention of epileptic seizures or their rapid control. The development of attentional skills, visual perception, and executive functions must be followed up.
    BACKGROUND:  O complexo da esclerose tuberosa (CET) é uma doença genética autossômica dominante com ampla expressividade clínica, cognitiva e comportamental.
    OBJECTIVE:  Avaliar o perfil neuropsicológico de indivíduos com diagnóstico clínico de CET e os fatores que poderiam impactar significativamente o seu desenvolvimento cognitivo. MéTODOS:  Ao todo, 62 indivíduos com idades entre 3 e 38 anos foram acompanhados em um hospital terciário do Sul do Brasil e avaliados por meio de uma bateria padrão e das Escalas de Comportamento Adaptativo Vineland, quando observada deficiência intelectual.
    RESULTS:  Encontrou-se histórico de epilepsia em 56 participantes (90,3%) e de deficiência intelectual em 31 (50%). Quanto à outra metade dos indivíduos com CET sem deficiência intelectual, 8 (12,9%) apresentaram classificação limítrofe, 20 (32,2%) apresentaram pontuações médias e 3 (4,8%) estavam acima da média. No total, 17 participantes (27,4%) preenchiam os critérios diagnósticos para o transtorno do espectro autista. Os resultados da análise de regressão linear múltipla sugeriram que as crises epilépticas, a idade ao diagnóstico, a percepção visual e a atenção geral impactam significativamente os índices de desempenho cognitivo. CONCLUSãO:  Este estudo sugere que a ocorrência de crises epilépticas e a maior idade ao diagnóstico contribuem para um maior comprometimento nos domínios do desenvolvimento cognitivo, e destaca-se a importância do diagnóstico precoce e da prevenção das crises epilépticas ou do seu rápido controle. O desenvolvimento de habilidades de atenção, percepção visual e funções executivas deve ser acompanhado.
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  • 文章类型: Journal Article
    结节性硬化症是一种罕见的遗传疾病,主要涉及神经和心血管系统。儿科医生对心血管表现的早期识别允许适当的管理,因此提高了受影响儿童的生活质量。心脏横纹肌瘤和相关的心律失常是第一个心脏特征,鉴于其广泛的临床表现,它们可能代表诊断挑战。我们旨在为儿科从业者提供有关结节性硬化症儿童心血管并发症的最新知识。我们概述了心血管表现的产前和产后演变,结节性硬化症儿童心脏横纹肌瘤和心律失常的系统筛查和长期随访策略。
    Tuberous sclerosis is a rare genetic disorder involving mainly the nervous and cardiovascular systems. The early recognition of the cardiovascular manifestations by the pediatrician allows an appropriate management and therefore enhances the quality of life of the affected children. Cardiac rhabdomyomas and the associated arrhythmias are the first cardiac features and they might represent a diagnosis challenge given their wide spectrum of clinical manifestations. We aimed to provide the paediatric practitioners with current knowledge regarding the cardiovascular complications in children with tuberous sclerosis. We overviewed the antenatal and postnatal evolution of cardiovascular manifestations, the systematic screening and long-term follow-up strategy of cardiac rhabdomyomas and arrhythmias in children with tuberous sclerosis.
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  • 文章类型: Journal Article
    目的:外用雷帕霉素是治疗罕见结节性硬化症面部血管纤维瘤的首选药物。一个新的,更先进,我们的药房服务开发了复杂的配方:雷帕霉素0.4%脂质体制剂,具有更好的感官特性和更有利的活性成分释放曲线。这项研究的目的是评估脂质体局部雷帕霉素治疗这种罕见疾病中面部损伤的有效性和安全性。
    方法:这是一个观察性的,prospective,和多中心研究。主要通过面部血管纤维瘤严重程度指数(FASI)评估疗效,调查员全球评估(IGA)得分,皮肤病学生活质量指数(DLQI)问卷。为了评估雷帕霉素的安全性,报告了不良反应,治疗期间进行血液检查和血液雷帕霉素水平。
    结果:包括11例患者,其中8/11(73%)患者在治疗24周后根据FASI和IGA评分获得成功治疗。统计分析表明FASI和IGA评分有显著改善(p<.05),红斑,用雷帕霉素脂质体制剂治疗后的FA大小(治疗前的FASI,中位数(四分位数间距):6.0(2.0),治疗后FASI:3.5(2.0),p=.0063)。5名患者在治疗后也提高了生活质量。关于雷帕霉素的安全性,最常见的不良反应是轻度瘙痒,2例患者报告红斑,过早停止治疗。所有血液学检查均正常,血液中的雷帕霉素水平检测不到。
    结论:经过盖伦改良和临床评估,雷帕霉素脂质体制剂被证明对这种治疗适应症是有效和安全的。这种新配方作为治安药方列入我院药房,现在可以由皮肤科医生开处方。医院药房的药物开发通常是治疗罕见疾病症状的唯一药物选择,当治疗选择有限或不足时。
    OBJECTIVE: Topical rapamycin is the pharmacological treatment of choice for facial angiofibromas in rare tuberous sclerosis disease. A new, more advanced, and complex formula was developed in our pharmacy service: rapamycin 0.4% liposomal formulation, with better organoleptic characteristics and a more favorable release profile of the active ingredient. The purpose of this study is to evaluate the effectiveness and safety of liposomal topical rapamycin for the treatment of facial injuries in this rare disease.
    METHODS: This was an observational, prospective, and multicenter study. Effectiveness was evaluated mainly through facial angiofibromas severity index (FASI), investigator\'s global assessment (IGA) scores, and dermatology life quality index (DLQI) questionnaire. To assess the safety profile of rapamycin, adverse reactions were reported, and blood tests and blood rapamycin levels were performed during treatment.
    RESULTS: Eleven patients were included, of which 8/11 (73%) patients obtained successful treatment according to FASI and IGA scores after 24 weeks of treatment. Statistical analysis demonstrated a significant improvement (p<.05) in FASI and IGA scores, erythema, and FA size after treatment with rapamycin liposomal formulation (FASI before treatment, median (interquartile range): 6.0 (2.0), FASI after treatment: 3.5 (2.0), p=.0063). Five patients also improved their quality of life after treatment. Regarding safety profile of rapamycin, the most common adverse reaction was mild pruritus and 2 patients reported erythema, who discontinued treatment prematurely. All hematological tests were normal, and blood rapamycin levels were undetectable.
    CONCLUSIONS: After galenic improvements and clinical evaluations, the rapamycin liposomal formulation proved to be effective and safe for this therapeutic indication. This new formulation was included as a magistral formula in our hospital pharmacy service, now accessible for prescribing by dermatologists. Drug development in hospital pharmacy is often the only pharmacological alternative available to treat the symptoms of rare diseases, when treatment options are limited or inadequate.
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  • 文章类型: Case Reports
    背景:结节性硬化症(TSC)是一种罕见的,由TSC1或TSC2基因突变引起的常染色体显性遗传病。这些基因突变可以诱导任何器官系统中良性肿瘤的发展,对发病率和死亡率具有重要的临床意义。在极少数情况下,TSC患者可能患有恶性肿瘤,包括肾细胞癌(RCC)和胰腺神经内分泌肿瘤(PNET)。尽管TSC患者中RCC的发病率较低,但仍被认为是遗传性肾癌综合征。TSC通常在产前和儿科患者中诊断,并且经常与神经认知障碍和癫痫发作有关。在生命的早期经常经历。然而,TSC突变的外显率和表达率是高度可变的。在这里,我们提供病例报告,与相关文学,为了强调存在渗透特征较小的未确诊成年患者,其临床表现可能包含非经典体征和症状,有致病性TSC突变的人。
    方法:一名31岁女性,既往有平滑肌瘤病史,子宫肌瘤切除术后因出血性附件囊肿到急诊科就诊。影像学偶然发现可疑肾癌的肾脏肿块。出于对遗传性平滑肌瘤和肾细胞癌(HLRCC)综合征的关注,手术切除肿块,确认为RCC.与医学遗传学的讨论确定了肾癌和肾切除术的家族史以及脚趾上的指甲纤维瘤的患者史。遗传性肾癌的基因检测显示TSC1基因中存在5'UTR缺失,导致TSC的诊断。在诊断之后,皮肤科发现良性皮肤表现与TSC一致。偶然发现RCC大约六个月后,在胸部CT成像中偶然发现了胰腺体/尾部的PNET,将其移除并确定为分化良好的PNET。稍后,脑部核磁共振显示两个小的皮质块茎,每个额叶都有一个,无症状;患者的病史和家族史不包含癫痫发作或学习延迟。患者目前无复发或转移性疾病的证据,没有发现其他恶性肿瘤。
    结论:据我们所知,这是没有神经认知障碍伴RCC和PNET病史的TSC患者的文献中的第一份报告,在TSC中都是独立罕见的。患者有很强的肾病家族史,包括碾压混凝土,还有其他几种TSC临床表现,包括皮肤和大脑的发现。RCC的偶然发现和手术切除促进了TSC的遗传评估和诊断。导致该患者的诊断相对较晚。报告TSC的广泛疾病,包括更恶性的表型,比如在我们的病人身上看到的,可以帮助医疗保健提供者更好地识别需要遗传评估和额外医疗护理的患者。
    BACKGROUND: Tuberous sclerosis complex (TSC) is a rare, autosomal dominant genetic disease that arises from TSC1 or TSC2 genetic mutations. These genetic mutations can induce the development of benign tumors in any organ system with significant clinical implications in morbidity and mortality. In rare instances, patients with TSC can have malignant tumors, including renal cell carcinoma (RCC) and pancreatic neuroendocrine tumor (PNET). It is considered a hereditary renal cancer syndrome despite the low incidence of RCC in TSC patients. TSC is typically diagnosed in prenatal and pediatric patients and frequently associated with neurocognitive disorders and seizures, which are often experienced early in life. However, penetrance and expressivity of TSC mutations are highly variable. Herein, we present a case report, with associated literature, to highlight that there exist undiagnosed adult patients with less penetrant features, whose clinical presentation may contain non-classical signs and symptoms, who have pathogenic TSC mutations.
    METHODS: A 31-year-old female with past medical history of leiomyomas status post myomectomy presented to the emergency department for a hemorrhagic adnexal cyst. Imaging incidentally identified a renal mass suspicious for RCC. Out of concern for hereditary leiomyomatosis and renal cell carcinoma (HLRCC) syndrome, the mass was surgically removed and confirmed as RCC. Discussion with medical genetics ascertained a family history of kidney cancer and nephrectomy procedures and a patient history of ungual fibromas on the toes. Genetic testing for hereditary kidney cancer revealed a 5\'UTR deletion in the TSC1 gene, leading to a diagnosis of TSC. Following the diagnosis, dermatology found benign skin findings consistent with TSC. About six months after the incidental finding of RCC, a PNET in the pancreatic body/tail was incidentally found on chest CT imaging, which was removed and determined to be a well-differentiated PNET. Later, a brain MRI revealed two small cortical tubers, one in each frontal lobe, that were asymptomatic; the patient\'s history and family history did not contain seizures or learning delays. The patient presently shows no evidence of recurrence or metastatic disease, and no additional malignant tumors have been identified.
    CONCLUSIONS: To our knowledge, this is the first report in the literature of a TSC patient without a history of neurocognitive disorders with RCC and PNET, both independently rare occurrences in TSC. The patient had a strong family history of renal disease, including RCC, and had several other clinical manifestations of TSC, including skin and brain findings. The incidental finding and surgical removal of RCC prompted the genetic evaluation and diagnosis of TSC, leading to a comparably late diagnosis for this patient. Reporting the broad spectrum of disease for TSC, including more malignant phenotypes such as the one seen in our patient, can help healthcare providers better identify patients who need genetic evaluation and additional medical care.
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  • 文章类型: Journal Article
    背景:结节性硬化症(TSC)是一种多系统遗传疾病,可在大脑和其他重要器官中引起良性肿瘤。最令人衰弱的症状是由中枢神经系统受累引起的,并导致许多严重的症状,包括癫痫发作。智力残疾,自闭症,和行为问题。TSC是由TSC1或TSC2基因的杂合突变引起的,mTOR激酶的失调及其多方面的下游信号改变是疾病发病机理的核心。尽管这种疾病的神经系统后遗症已经得到了很好的证实,关于这些突变如何影响细胞成分和血脑屏障(BBB)的功能知之甚少。
    方法:我们通过利用人类诱导多能干细胞和微流控细胞培养技术,产生了BBB的TSC疾病特异性细胞模型。
    结果:使用微生理系统,我们证明从TSC2杂合突变细胞产生的BBB显示增加的通透性。这可以通过野生型星形胶质细胞或用雷帕霉素治疗来拯救,mTOR激酶抑制剂。
    结论:我们的研究结果表明,微生理系统可用于研究人类神经系统疾病,并提高我们对有助于TSC发病机理的细胞谱系的认识,并为未来的治疗提供信息。
    BACKGROUND: Tuberous sclerosis complex (TSC) is a multi-system genetic disease that causes benign tumors in the brain and other vital organs. The most debilitating symptoms result from involvement of the central nervous system and lead to a multitude of severe symptoms including seizures, intellectual disability, autism, and behavioral problems. TSC is caused by heterozygous mutations of either the TSC1 or TSC2 gene and dysregulation of mTOR kinase with its multifaceted downstream signaling alterations is central to disease pathogenesis. Although the neurological sequelae of the disease are well established, little is known about how these mutations might affect cellular components and the function of the blood-brain barrier (BBB).
    METHODS: We generated TSC disease-specific cell models of the BBB by leveraging human induced pluripotent stem cell and microfluidic cell culture technologies.
    RESULTS: Using microphysiological systems, we demonstrate that a BBB generated from TSC2 heterozygous mutant cells shows increased permeability. This can be rescued by wild type astrocytes or by treatment with rapamycin, an mTOR kinase inhibitor.
    CONCLUSIONS: Our results demonstrate the utility of microphysiological systems to study human neurological disorders and advance our knowledge of cell lineages contributing to TSC pathogenesis and informs future therapeutics.
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  • 文章类型: Journal Article
    背景:结节性硬化症(TSC)是与多系统肿瘤发展相关的雷帕霉素(mTOR)途径的哺乳动物靶标疾病,包括肾血管平滑肌脂肪瘤(AML)。这些肾肿瘤本质上是良性的,但是局部侵入性的,并且具有使慢性肾病(CKD)进展为终末期肾病(ESKD)的风险。在这一人群中,随后的肾移植的频率在很大程度上没有被描述,尽管单中心数据显示5%-15%的成人TSC患者是肾移植受者.
    方法:这项回顾性队列研究利用了联合器官共享网络(UNOS)数据。我们纳入了1987年至2020年之间等待上市的候选人,以进行首次TSC相关肾衰竭的肾脏移植。我们利用描述性统计来表征TSC患者中首次肾移植等待名单和移植的频率,并利用Fine-Gray子分布风险模型来评估与等待名单进展相关的特征。
    结果:我们在等待队列中确定了200名TSC相关肾衰竭患者。其中,12名儿科患者。三分之二(N=134)的等候人员是女性。一百四十名患者接受了移植,等待名单的中位时间为2年。等待名单年龄越小,移植进展概率越大(HR0.98[95%CI:0.96-0.99])。91.8%的肾移植受者在移植后1年存活,同种异体移植物正常。
    结论:大多数等待肾移植的TSC患者在移植后1年和同种异体移植后存活率优异。
    BACKGROUND: Tuberous sclerosis complex (TSC) is a disorder of the mammalian target of the rapamycin (mTOR) pathway associated with the development of multisystem tumors, including renal angiomyolipoma (AML). These renal tumors are benign by nature but locally invasive and carry a risk for the progression of chronic kidney disease (CKD) to end stage kidney disease (ESKD). The frequency of subsequent renal transplantation in this population is largely uncharacterized, although single-center data suggests that 5%-15% of adult TSC patients are kidney transplant recipients.
    METHODS: This retrospective cohort study utilized United Network for Organ Sharing (UNOS) data. We included candidates waitlisted between 1987 and 2020 for a first kidney transplant with TSC-associated kidney failure. We utilized descriptive statistics to characterize the frequency of first-time kidney transplant waitlisting and transplantation among persons with TSC and the Fine-Gray subdistribution hazard model to evaluate characteristics associated with progression from waitlist.
    RESULTS: We identified 200 TSC-associated kidney failure patients within the waitlist cohort. Of these, 12 were pediatric patients. Two-thirds (N = 134) of waitlisted persons were female. One hundred forty patients received a transplant with a median waitlist time of 2 years. Younger age at waitlisting was associated with a greater probability of progressing to transplant (HR 0.98 [95% CI: 0.96-0.99]). 91.8% of kidney transplant recipients survived 1-year post-transplant with a functioning allograft.
    CONCLUSIONS: The majority of patients with TSC who are waitlisted for a kidney transplant progress onto transplantation with excellent 1-year post transplant patient and allograft survival.
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  • 文章类型: Journal Article
    背景:白质发育异常可能影响结节性硬化症(TSC)中自闭症谱系障碍的发展。本研究的目标如下:(1)使用结节性硬化症(TACERN)的纵向神经影像学研究数据来开发优化的线性混合效应模型,以分析纵向,重复扩散张量成像度量(分数各向异性,平均扩散率)与选定的白质区域有关,关于36个月时的阳性自闭症诊断观察时间表-第二版分类,(2)使用应用于这些数据的所有白质束的优化模型进行探索性分析。方法:符合条件的参与者(3-12个月)在3至36个月的重复时间点接受了脑磁共振成像(MRI)。使用36个月时的阳性自闭症诊断观察时间表-第二版分类。线性混合效应模型分别针对各向异性分数值(使用各向异性分数作为测试结果)和平均扩散率值(使用平均扩散率右后肢内囊作为测试结果)进行了微调。固定效应包括参与者年龄,参与者内纵向年龄,和自闭症谱系障碍的诊断。结果:分析包括来自n=78的数据。在为分数各向异性和平均扩散率值选择单独的最佳模型后,我们将这些模型应用于所有27个白质束的分数各向异性和平均扩散率。call体各向异性分数与自闭症诊断观察量表第二版分类有关(系数=0.0093,P=.0612),和平均扩散率右小脑下脚与自闭症诊断观察时间表-第二版分类有关(系数=-0.00002071,P=.0445),尽管这些发现在多重比较校正后没有统计学意义.结论:这些优化的线性混合效应模型可能暗示call体和小脑病理参与结节性硬化症自闭症谱系障碍的发展。但未来的研究需要重复这些发现,并探索这些模型中异质性的贡献者.
    Background: Abnormalities in white matter development may influence development of autism spectrum disorder in tuberous sclerosis complex (TSC). Our goals for this study were as follows: (1) use data from a longitudinal neuroimaging study of tuberous sclerosis complex (TACERN) to develop optimized linear mixed effects models for analyzing longitudinal, repeated diffusion tensor imaging metrics (fractional anisotropy, mean diffusivity) pertaining to select white matter tracts, in relation to positive Autism Diagnostic Observation Schedule-Second Edition classification at 36 months, and (2) perform an exploratory analysis using optimized models applied to all white matter tracts from these data. Methods: Eligible participants (3-12 months) underwent brain magnetic resonance imaging (MRI) at repeated time points from ages 3 to 36 months. Positive Autism Diagnostic Observation Schedule-Second Edition classification at 36 months was used. Linear mixed effects models were fine-tuned separately for fractional anisotropy values (using fractional anisotropy corpus callosum as test outcome) and mean diffusivity values (using mean diffusivity right posterior limb internal capsule as test outcome). Fixed effects included participant age, within-participant longitudinal age, and autism spectrum disorder diagnosis. Results: Analysis included data from n = 78. After selecting separate optimal models for fractional anisotropy and mean diffusivity values, we applied these models to fractional anisotropy and mean diffusivity of all 27 white matter tracts. Fractional anisotropy corpus callosum was related to positive Autism Diagnostic Observation Schedule-Second Edition classification (coefficient = 0.0093, P = .0612), and mean diffusivity right inferior cerebellar peduncle was related to positive Autism Diagnostic Observation Schedule-Second Edition classification (coefficient = -0.00002071, P = .0445), though these findings were not statistically significant after multiple comparisons correction. Conclusion: These optimized linear mixed effects models possibly implicate corpus callosum and cerebellar pathology in development of autism spectrum disorder in tuberous sclerosis complex, but future studies are needed to replicate these findings and explore contributors of heterogeneity in these models.
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