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Telomere Biology in Mood Disorders: An Updated, Comprehensive Review of the Literature 情绪障碍的端粒生物学:文献综述
IF 3.2 4区 医学 Q3 NEUROSCIENCES Pub Date : 2019-08-01 DOI: 10.9758/cpn.2019.17.3.343
Ather Muneer, F. Minhas
Major psychiatric disorders are linked to early mortality and patients afflicted with these ailments demonstrate an increased risk of developing physical diseases that are characteristically seen in the elderly. Psychiatric conditions like major depressive disorder, bipolar disorder and schizophrenia may be associated with accelerated cellular aging, indicated by shortened leukocyte telomere length (LTL), which could underlie this connection. Telomere shortening occurs with repeated cell division and is reflective of a cell’s mitotic history. It is also influenced by cumulative exposure to inflammation and oxidative stress as well as the availability of telomerase, the telomere-lengthening enzyme. Precariously short telomeres can cause cells to undergo senescence, apoptosis or genomic instability; shorter LTL correlates with compromised general health and foretells mortality. Important data specify that LTL may be reduced in principal psychiatric illnesses, possibly in proportion to exposure to the ailment. Telomerase, as measured in peripheral blood monocytes, has been less well characterized in psychiatric illnesses, but a role in mood disorder has been suggested by preclinical and clinical studies. In this manuscript, the most recent studies on LTL and telomerase activity in mood disorders are comprehensively reviewed, potential mediators are discussed, and future directions are suggested. An enhanced comprehension of cellular aging in psychiatric illnesses could lead to their re-conceptualizing as systemic ailments with manifestations both inside and outside the brain. At the same time this paradigm shift could identify new treatment targets, helpful in bringing about lasting cures to innumerable sufferers across the globe.
严重的精神疾病与早期死亡有关,患有这些疾病的患者表现出患老年人特有的身体疾病的风险增加。重度抑郁症、双相情感障碍和精神分裂症等精神疾病可能与细胞加速衰老有关,白细胞端粒长度(LTL)缩短表明,这可能是这种联系的基础。端粒缩短发生在重复的细胞分裂中,是细胞有丝分裂历史的反映。它还受到长期暴露于炎症和氧化应激以及端粒酶(端粒延长酶)的可用性的影响。不稳定的短端粒会导致细胞衰老、凋亡或基因组不稳定;较短的LTL与一般健康受损相关,并预示着死亡率。重要数据表明,LTL可能在主要精神疾病中减少,可能与疾病暴露成比例。端粒酶,作为外周血单核细胞的测量,在精神疾病中还没有很好地表征,但在临床前和临床研究中已经提出了在情绪障碍中的作用。本文对LTL和端粒酶活性在情绪障碍中的最新研究进行了全面综述,讨论了可能的介质,并提出了未来的研究方向。对精神疾病中细胞衰老的进一步理解可能导致它们被重新定义为具有大脑内外表现的全身性疾病。与此同时,这种范式转变可以确定新的治疗目标,有助于为全球无数患者带来持久的治疗。
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引用次数: 24
Paradoxical Motor and Cognitive Function Recovery in Response to Zolpidem in a Patient with Hypoxic-ischemic Brain Injury: A Case Report 缺氧缺血性脑损伤患者对唑吡坦的矛盾运动和认知功能恢复:一例报告
IF 3.2 4区 医学 Q3 NEUROSCIENCES Pub Date : 2019-08-01 DOI: 10.9758/cpn.2019.17.3.453
M. Hahm, J. Woo
We report an extremely rare case of a patient with hypoxic-ischemic brain injury who recovered consciousness and motor and cognitive functions due to paradoxical response after zolpidem administration. A 32-year-old woman who had attempted suicide by hanging was admitted. The patient had stabilized in a state of drowsy mentality, quadriparesis, dysphagia, and impaired cognition. Brain magnetic resonance imaging was suggestive of hypoxic ischemic brain injury and unilateral infarction in the right posterior cerebral artery territory. Due to sleep disturbance, zolpidem was administered, and paradoxically consciousness level and function returned to near-normal during the duration of the drug-effect. In addition to previous reports, our case characteristically showed remarkable motor and cognitive function recovery, not only consciousness level. The drug-effect time was gradually decreased after 18 months and absent after 3 years. We have reviewed related literature and discussed possible neuropharmacological and neurobiological mechanism.
我们报告一例极为罕见的缺氧缺血性脑损伤患者,在服用唑吡坦后,由于矛盾反应而恢复了意识、运动和认知功能。一名试图上吊自杀的32岁女子入院。患者一直处于困倦、四肢瘫、吞咽困难和认知障碍状态。脑磁共振成像提示缺氧缺血性脑损伤和右侧大脑后动脉区域单侧梗死。由于睡眠障碍,服用唑吡坦,在药物作用期间,意识水平和功能恢复到接近正常。除了先前的报道,我们的病例表现出显著的运动和认知功能恢复,而不仅仅是意识水平。18个月后药效时间逐渐缩短,3年后药效消失。我们回顾了相关文献,并讨论了可能的神经药理和神经生物学机制。
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引用次数: 1
Differential Effects of Pentoxifylline on Learning and Memory Impairment Induced by Hypoxic-ischemic Brain Injury in Rats 戊酮可可碱对缺氧缺血性脑损伤大鼠学习记忆障碍的差异影响
IF 3.2 4区 医学 Q3 NEUROSCIENCES Pub Date : 2019-08-01 DOI: 10.9758/cpn.2019.17.3.388
H. Halis, S. Bitiktaş, O. Baştuğ, B. Tan, Ş. Kavraal, T. Güneş, C. Süer
Objective Hypoxic-ischemic (HI) brain injury in the human perinatal period often leads to significant long-term neurobehavioral dysfunction in the cognitive and sensory-motor domains. Using a neonatal HI injury model (unilateral carotid ligation followed by hypoxia) in postnatal day seven rats, the present study investigated the long-term effects of HI and potential behavioral protective effect of pentoxifylline. Methods Seven-day-old rats underwent right carotid ligation, followed by hypoxia (FiO2 = 0.08). Rats received pentoxifylline immediately after and again 2 hours after hypoxia (two doses, 60–100 mg/kg/dose), or serum physiologic. Another set of seven-day-old rats was included to sham group exposed to surgical stress but not ligated. These rats were tested for spatial learning and memory on the simple place task in the Morris water maze from postnatal days 77 to 85. Results HI rats displayed significant tissue loss in the right hippocampus, as well as severe spatial memory deficits. Low-dose treatment with pentoxifylline resulted in significant protection against both HI-induced hippocampus tissue losses and spatial memory impairments. Beneficial effects are, however, negated if pentoxifylline is administered at high dose. Conclusion These findings indicate that unilateral HI brain injury in a neonatal rodent model is associated with cognitive deficits, and that low dose pentoxifylline treatment is protective against spatial memory impairment.
目的围产期缺氧缺血性脑损伤常导致认知和感觉运动领域的长期神经行为功能障碍。本研究采用出生后第7天大鼠的新生儿HI损伤模型(单侧颈动脉结扎后缺氧),研究了HI的长期影响和己酮可可碱的潜在行为保护作用。方法对7日龄大鼠进行右颈动脉结扎,然后缺氧(FiO2=0.08)。大鼠在缺氧后立即接受己酮可可碱治疗,并在缺氧后2小时再次接受戊酮可可碱(两剂,60–100 mg/kg/剂)或血清生理学治疗。另一组7天大的大鼠被纳入暴露于手术压力但未结扎的假手术组。从出生后第77天至第85天,在Morris水迷宫中对这些大鼠进行了简单位置任务的空间学习和记忆测试。结果HI大鼠右侧海马组织明显缺失,同时存在严重的空间记忆缺陷。己酮可可碱的低剂量治疗对HI诱导的海马组织损失和空间记忆损伤具有显著的保护作用。然而,如果以高剂量施用己酮可可碱,则会否定有益效果。结论这些发现表明,新生啮齿动物模型中的单侧HI脑损伤与认知缺陷有关,低剂量己酮可可碱治疗对空间记忆障碍具有保护作用。
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引用次数: 6
Genes Involved in Neurodevelopment, Neuroplasticity and Major Depression: No Association for CACNA1C, CHRNA7 and MAPK1 与神经发育、神经可塑性和严重抑郁症有关的基因:CACNA1C、CHRNA7和MAPK1无关联
IF 3.2 4区 医学 Q3 NEUROSCIENCES Pub Date : 2019-08-01 DOI: 10.9758/cpn.2019.17.3.364
M. Calabrò, L. Mandelli, C. Crisafulli, Soo-Jung Lee, T. Jun, Sheng-Min Wang, A. Patkar, P. Masand, Changsu Han, C. Pae, A. Serretti
Objective Genetics factors are likely to play a role in the risk, clinical presentation and treatment outcome in major depressive disorder (MDD). In this study, we investigated the role of three candidate genes for MDD; calcium voltage-gated channel subunit alpha1 C (CACNA1C ), cholinergic receptor nicotinic alpha 7 subunit (CHRNA7 ), and mitogen-activated protein kinase 1 (MAPK1). Methods Two-hundred forty-two MDD patients and 326 healthy controls of Korean ancestry served as samples for the analyses. Thirty-nine single nucleotide polymorphisms (SNPs) within CACNA1C, CHRNA7, and MAPK1 genes were genotyped and subsequently tested for association with MDD (primary analysis) and other clinical features (symptoms’ severity, age of onset, history of suicide attempt, treatment outcome) (secondary analyses). Single SNPs, haplotypes and epistatic analyses were performed. Results Single SNPs were not associated with disease risk and clinical features. However, a combination of alleles (haplotype) within MAPK1 was found associated with MDD-status. Secondary analyses detected a possible involvement of CACNA1C haplotype in resistance to antidepressant treatment. Conclusion These data suggest a role for MAPK1 and CACNA1C in MDD risk and treatment resistance, respectively. However, since many limitations characterize the analysis, the results must be considered with great caution and verified.
目的遗传因素可能在严重抑郁障碍(MDD)的风险、临床表现和治疗结果中发挥作用。在这项研究中,我们研究了三个MDD候选基因的作用;钙电压门控通道亚基α1C(CACNA1C)、胆碱能受体烟碱性α7亚基(CHRNA7)和丝裂原活化蛋白激酶1(MAPK1)。方法以242名MDD患者和326名韩国血统的健康对照者为样本进行分析。对CACNA1C、CHRNA7和MAPK1基因中的39个单核苷酸多态性(SNPs)进行基因分型,随后测试其与MDD的相关性(初步分析)和其他临床特征(症状严重程度、发病年龄、自杀未遂史、治疗结果)(二次分析)。进行了单SNP、单倍型和上位性分析。结果单个SNPs与疾病风险和临床特征无关。然而,发现MAPK1内的等位基因组合(单倍型)与MDD状态有关。二次分析发现CACNA1C单倍型可能与抗抑郁治疗的耐药性有关。结论这些数据表明MAPK1和CACNA1C分别在MDD风险和治疗耐药性中发挥作用。然而,由于分析具有许多局限性,因此必须非常谨慎地考虑并验证结果。
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引用次数: 11
Sleep Problems as Predictors in Attention-Deficit Hyperactivity Disorder: Causal Mechanisms, Consequences and Treatment 睡眠问题作为注意缺陷多动障碍的预测因素:因果机制、后果和治疗
IF 3.2 4区 医学 Q3 NEUROSCIENCES Pub Date : 2017-02-01 DOI: 10.9758/cpn.2017.15.1.9
Y. Um, Seung-Chul Hong, Jong-Hyun Jeong
Attention-deficit hyperactivity disorder (ADHD) is notorious for its debilitating consequences and early age of onset. The need for early diagnosis and intervention has frequently been underscored. Previous studies have attempted to clarify the bidirectional relationship between ADHD and sleep problems, proposing a potential role for sleep problems as early predictors of ADHD. Sleep deprivation, sleep-disordered breathing, and circadian rhythm disturbances have been extensively studied, yielding evidence with regard to their induction of ADHD-like symptoms. Genetic-phenotypic differences across individuals regarding the aforementioned sleep problems have been elucidated along with the possible use of these characteristics for early prediction of ADHD. The long-term consequences of sleep problems in individuals with ADHD include obesity, poor academic performance, and disrupted parent-child interactions. Early intervention has been proposed as an approach to preventing these debilitating outcomes of ADHD, with novel treatment approaches ranging from melatonin and light therapy to myofunctional therapy and adjustments of the time point at which school starts.
注意缺陷多动障碍(ADHD)因其衰弱的后果和发病年龄早而臭名昭著。人们经常强调早期诊断和干预的必要性。先前的研究试图澄清ADHD和睡眠问题之间的双向关系,提出睡眠问题作为ADHD的早期预测因素的潜在作用。人们对睡眠剥夺、睡眠呼吸障碍和昼夜节律紊乱进行了广泛的研究,得出了它们诱发adhd样症状的证据。与上述睡眠问题相关的个体遗传-表型差异已经被阐明,同时这些特征也可能用于ADHD的早期预测。睡眠问题对多动症患者的长期影响包括肥胖、学习成绩差、亲子互动中断。早期干预被认为是预防ADHD这些衰弱结果的一种方法,采用新的治疗方法,从褪黑激素和光疗到肌功能治疗和调整上学时间点。
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引用次数: 34
Mechanisms of Alzheimer’s Disease Pathogenesis and Prevention: The Brain, Neural Pathology, N-methyl-D-aspartate Receptors, Tau Protein and Other Risk Factors 阿尔茨海默病发病机制及预防:脑、神经病理、N-甲基-D-天冬氨酸受体、Tau蛋白及其他危险因素
IF 3.2 4区 医学 Q3 NEUROSCIENCES Pub Date : 2017-02-01 DOI: 10.9758/cpn.2017.15.1.1
S. Kocahan, Z. Doğan
The characteristic features of Alzheimer’s disease (AD) are the appearance of extracellular amyloid-beta (Aβ) plaques and neurofibrillary tangles in the intracellular environment, neuronal death and the loss of synapses, all of which contribute to cognitive decline in a progressive manner. A number of hypotheses have been advanced to explain AD. Abnormal tau phosphorylation may contribute to the formation of abnormal neurofibrillary structures. Many different structures are susceptible to AD, including the reticular formation, the nuclei in the brain stem (e.g., raphe nucleus), thalamus, hypothalamus, locus ceruleus, amygdala, substantia nigra, striatum, and claustrum. Excitotoxicity results from continuous, low-level activation of N-methyl-D-aspartate (NMDA) receptors. Premature synaptotoxicity, changes in neurotransmitter expression, neurophils loss, accumulation of amyloid β-protein deposits (amyloid/senile plaques), and neuronal loss and brain atrophy are all associated with stages of AD progression. Several recent studies have examined the relationship between Aβ and NMDA receptors. Aβ-induced spine loss is associated with a decrease in glutamate receptors and is dependent upon the calcium-dependent phosphatase calcineurin, which has also been linked to long-term depression.
阿尔茨海默病(AD)的特征是细胞内环境中出现细胞外淀粉样蛋白β(Aβ)斑块和神经原纤维缠结,神经元死亡和突触丢失,所有这些都会导致认知能力的逐渐下降。已经提出了许多假说来解释AD。异常的tau磷酸化可能有助于异常神经原纤维结构的形成。许多不同的结构对AD敏感,包括网状结构、脑干中的细胞核(如中缝核)、丘脑、下丘脑、蓝斑、杏仁核、黑质、纹状体和幽闭。兴奋性毒性源于N-甲基-D-天冬氨酸(NMDA)受体的持续低水平激活。过早的突触毒性、神经递质表达的变化、神经肽损失、淀粉样蛋白β-蛋白沉积的积累(淀粉样蛋白/老年斑块)、神经元损失和脑萎缩都与AD进展阶段有关。最近的几项研究检测了Aβ和NMDA受体之间的关系。β诱导的脊柱损伤与谷氨酸受体的减少有关,并依赖于钙依赖性磷酸酶钙调磷酸酶,而钙调磷酸酶也与长期抑郁症有关。
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引用次数: 129
Mania in Wolfram’s Disease: From Bedside to Bench Wolfram病的躁狂:从床边到长椅
IF 3.2 4区 医学 Q3 NEUROSCIENCES Pub Date : 2017-02-01 DOI: 10.9758/cpn.2017.15.1.70
Seshadri Sekhar Chatterjee, S. Mitra, S. K. Pal
Wolfram syndrome is a relatively unexplored entity in clinical psychiatry. Historically, the discovery of a specific WFS1 gene had generated huge fanfare regarding specific genetic causations of psychiatric disorders. While the initial enthusiasm has faded now, association of Wolfram syndrome with psychiatric illnesses like schizophrenia, psychosis and suicidal behavior still remain important for understanding biological underpinnings of such disorders. We report a case of Wolfram syndrome presenting with multiple manic episodes, discuss possible genetic underpinnings for the affective symptoms and then discuss certain issues regarding management.
Wolfram综合征在临床精神病学中是一个相对未被探索的实体。从历史上看,特定WFS1基因的发现在精神疾病的特定遗传原因方面引起了巨大的轰动。虽然最初的热情现在已经消退,但Wolfram综合征与精神分裂症、精神病和自杀行为等精神疾病的联系对于理解这些疾病的生物学基础仍然很重要。我们报告一例Wolfram综合征表现为多次躁狂发作,讨论可能的遗传基础的情感症状,然后讨论有关管理的某些问题。
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引用次数: 5
Association of CDKN2B-AS1 rs1333049 with Brain Diseases: A Case-control Study and a Meta-analysis CDKN2B-AS1 rs1333049与脑疾病的相关性:病例对照研究和荟萃分析
IF 3.2 4区 医学 Q3 NEUROSCIENCES Pub Date : 2017-02-01 DOI: 10.9758/cpn.2017.15.1.53
Jikuang Zhao, Xizheng Wu, S. Nie, Xiang Gao, Jie Sun, Keqin Li, Tiefeng Zhang, Yi Huang
Objective CDKN2B-AS1 polymorphisms were shown to associate with the risk of stroke in European. The goal of this study was to evaluate the contribution of CDKN2B-AS1 rs1333049 to the risk of hemorrhagic stroke (HS) and brain tumor (BT) in Han Chinese. Methods A total of 142 HSs, 115 BTs, and 494 controls were included in the current association study. The genotyping test was performed using the melting temperature shift method. Results We failed to validate the association of CDKN2B-AS1 rs1333049 with the risk of brain disease. Significantly higher levels of low-density lipoprotein cholesterol (LDL-C) (p=0.027), high-density lipoprotein cholesterol (HDL-C) (p<0.001) and total cholesterol (TC) (p<0.001) were found in HSs in the genotype GG/GC carriers, but not the genotype CC carriers (p>0.05). The meta-analysis of 10 studies among 133,993 individuals concluded that rs1333049 of CDKN2B-AS1 gene was likely to increase a 16% incidence rate of cerebrovascular disease (CD) among various populations (odds ratio 1.16, 95% confidence interval 1.08–1.25; p<0.0001, random-effect method). Conclusion Our case-control study identified rs1333049 genotypes showed different association with the concentration of the LDL-C, HDL-C and TC in the HS patients. Meta-analysis supported the association between rs1333049 and CD risk in various populations, although we were unable to observe association between rs1333049 and the risk of HSs in Han Chinese.
目的CDKN2B-AS1多态性与欧洲人脑卒中的风险有关。本研究的目的是评估CDKN2B-AS1 rs1333049对汉族人出血性中风(HS)和脑肿瘤(BT)风险的贡献。方法本研究共纳入142例HS、115例BT和494例对照组。基因分型试验采用熔融温度偏移法进行。结果我们未能验证CDKN2B-AS1 rs1333049与脑疾病风险的相关性。低密度脂蛋白胆固醇(LDL-C)水平显著升高(p=0.027),高密度脂蛋白胆固醇(HDL-C)(p0.05)。对133993名个体的10项研究进行的荟萃分析得出结论,CDKN2B-AS1基因的rs1333049可能在不同人群中增加16%的脑血管病(CD)发病率(比值比1.16,95%置信区间1.08-1.25;p<0.0001,随机效应法)。结论我们的病例对照研究发现rs1333049基因型和HS患者的LDL-C、HDL-C和TC浓度有不同的相关性。荟萃分析支持rs1333049与不同人群CD风险之间的相关性,尽管我们无法观察到rs1333040与汉族人HSs风险之间的关联。
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引用次数: 12
Management Dilemma in Olanzapine Induced Restlessness and Cramps in Legs 奥氮平引起的躁动和腿部痉挛的管理困境
IF 3.2 4区 医学 Q3 NEUROSCIENCES Pub Date : 2017-02-01 DOI: 10.9758/cpn.2017.15.1.87
Sujita Kumar Kar, Amit Singh
which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. TO THE EDITOR Restlessness and cramps in legs is a relatively rare phenomenon with antipsychotic olanzapine. If not evaluated, it may cause misdiagnosis or poor treatment adherence. There is no standard guideline for management of olanza-pine induced restlessness and cramps in legs, though ben-zodiazepines and pro-dopaminergic agents are found to be effective. A 20 year-old male had delusions of persecution, third person auditory hallucinations, inappropriate smiling with fluctuating catatonic symptoms (mutism, negati-vism, posturing, and rigidity) for eight months. Earlier, he was diagnosed with schizophrenia and was receiving olanzapine 10 mg/day since three months. Intravenous lorazepam and electroconvulsive therapy was given to which catatonic symptoms responded. As there was persistence of delusion and hallucinations, olanzapine was increased to 15 mg/day, bedtime. Patient reported cramps in both legs resulting in restless leg movements, 2-3 hours following ingestion of olanzapine in night. To get rid of discomfort and cramps in legs, he used to move his legs and even pound it over the bed desperately. The cramps would persist for 1-2 hours, causing sleep disturbance. As delusions and hallucinations were improved after increasing olanzapine, patient was maintained on same anti-psychotic dose. Management of restlessness and cramps in legs, were attempted with analgesics (started with acet-aminophen 500 mg, when not responded tramadol 50 mg had also been tried); however, it persisted causing significant disturbance of sleep. Thus the dosing of olanza-pine was rescheduled to morning time. But the patient complained of restlessness and cramps in legs even during the daytime, 2-3 hours following intake of olanzapine. After this olanzapine was given in divided doses (7.5 mg twice a day); still the patient was complaining of rest-lessness and cramps in legs. Reduction of dose of olanza-pine reduced the severity of leg cramps, but worsening of psychotic symptoms occurred. Patient was investigated for systemic causes that might attribute to restlessness and cramps in legs. All hematological investigation parameters (complete blood count, general blood picture, liver function test, kidney function test, thyroid function test, serum electrolytes, lipid profile as well as blood sugar) and magnetic resonance imaging of brain were within normal limits. Olanzapine was stopped and the patient was shifted to risperidone (started with 2 mg/day and gradually built up to 6 mg/day over a week). The patient was evaluated on Naranjo adverse drug reaction probability scale (score …
它允许不受限制的非商业使用,分发,并在任何媒体上复制,只要原始作品被适当引用。焦躁不安和腿部抽筋是服用抗精神病药奥氮平的一种相对罕见的现象。如果不进行评估,可能会导致误诊或治疗依从性差。虽然苯-二氮卓类药物和前多巴胺能药物被发现是有效的,但对于奥兰扎松引起的躁动和腿部痉挛的治疗尚无标准指南。一名20岁男性,有受迫害妄想、第三人称幻听、不适当的微笑并伴有波动的紧张性症状(缄默症、消极主义、故作姿态和僵硬)8个月。早些时候,他被诊断患有精神分裂症,三个月来一直服用奥氮平10毫克/天。经静脉劳拉西泮和电休克治疗后,紧张性症状有所缓解。由于妄想和幻觉持续存在,奥氮平增加到15mg /天,睡前服用。患者报告在夜间摄入奥氮平2-3小时后出现双腿痉挛,导致腿部不宁。为了摆脱腿上的不适和抽筋,他常常移动腿,甚至拼命地在床上敲打。痉挛会持续1-2小时,导致睡眠障碍。增加奥氮平后妄想和幻觉有所改善,维持相同的抗精神病药物剂量。对躁动和腿部痉挛的治疗,尝试使用镇痛药(开始时使用对乙酰氨基酚500毫克,无效时也尝试曲马多50毫克);然而,它持续造成严重的睡眠障碍。因此,奥兰扎松的剂量被重新安排在早上。但患者在服用奥氮平2-3小时后,即使在白天也出现躁动和腿部抽筋。在此之后,奥氮平被分次给药(7.5毫克,每天两次);病人仍然抱怨坐立不安,腿抽筋。减少奥兰扎松剂量减轻了腿部痉挛的严重程度,但出现了精神病症状的恶化。对患者进行全身原因的调查,可能归因于不安和腿部抽筋。所有血液学调查参数(全血细胞计数、全身血象、肝功能、肾功能、甲状腺功能、血清电解质、血脂、血糖)及脑磁共振成像均在正常范围内。停用奥氮平,改用利培酮(开始时为2毫克/天,一周内逐渐增加至6毫克/天)。采用Naranjo药物不良反应概率量表对患者进行评分。
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引用次数: 0
Predicting Autism Spectrum Disorder Using Blood-based Gene Expression Signatures and Machine Learning 使用基于血液的基因表达特征和机器学习预测自闭症谱系障碍
IF 3.2 4区 医学 Q3 NEUROSCIENCES Pub Date : 2017-02-01 DOI: 10.9758/cpn.2017.15.1.47
D. Oh, I. Kim, S. Kim, D. Ahn
Objective The aim of this study was to identify a transcriptomic signature that could be used to classify subjects with autism spectrum disorder (ASD) compared to controls on the basis of blood gene expression profiles. The gene expression profiles could ultimately be used as diagnostic biomarkers for ASD. Methods We used the published microarray data (GSE26415) from the Gene Expression Omnibus database, which included 21 young adults with ASD and 21 age- and sex-matched unaffected controls. Nineteen differentially expressed probes were identified from a training dataset (n=26, 13 ASD cases and 13 controls) using the limma package in R language (adjusted p value <0.05) and were further analyzed in a test dataset (n=16, 8 ASD cases and 8 controls) using machine learning algorithms. Results Hierarchical cluster analysis showed that subjects with ASD were relatively well-discriminated from controls. Based on the support vector machine and K-nearest neighbors analysis, validation of 19-DE probes with a test dataset resulted in an overall class prediction accuracy of 93.8% as well as a sensitivity and specificity of 100% and 87.5%, respectively. Conclusion The results of our exploratory study suggest that the gene expression profiles identified from the peripheral blood samples of young adults with ASD can be used to identify a biological signature for ASD. Further study using a larger cohort and more homogeneous datasets is required to improve the diagnostic accuracy.
本研究的目的是在血液基因表达谱的基础上,确定一种转录组特征,可用于将自闭症谱系障碍(ASD)受试者与对照组进行分类。这些基因表达谱最终可能被用作ASD的诊断生物标志物。方法:我们使用基因表达综合数据库中公开的微阵列数据(GSE26415),其中包括21名年轻的ASD患者和21名年龄和性别匹配的未受影响的对照组。使用R语言的limma软件包(调整p值<0.05)从训练数据集中(n=26, 13例ASD病例和13例对照)识别出19个差异表达探针,并使用机器学习算法在测试数据集中(n=16, 8例ASD病例和8例对照)进一步分析。结果层次聚类分析显示,ASD患者与对照组有较好的区别。基于支持向量机和k近邻分析,使用测试数据集验证19个de探针的总体分类预测准确率为93.8%,灵敏度和特异性分别为100%和87.5%。结论我们的探索性研究结果表明,从年轻成年ASD患者外周血样本中鉴定的基因表达谱可用于识别ASD的生物学特征。需要使用更大的队列和更均匀的数据集进行进一步的研究,以提高诊断的准确性。
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引用次数: 50
期刊
Clinical Psychopharmacology and Neuroscience
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