microarray

微阵列
  • 文章类型: Journal Article
    脂肪母细胞瘤(LPBs)是起源于胚胎脂肪的罕见良性肿瘤,主要发生在儿童时期。LPBs通常表现为8号染色体的数字或结构重排,其中大多数涉及8q12号染色体上的多形性腺瘤基因1(PLAG1)原癌基因。这里,我们报告了一例LPB病例,其中显示了染色体异常的证据。这是第二例报道的LPB中的色素沉着症。
    Lipoblastomas (LPBs) are rare benign neoplasms derived from embryonal adipose that occur predominantly in childhood. LPBs typically present with numeric or structural rearrangements of chromosome 8, the majority of which involve the pleomorphic adenoma gene 1 (PLAG1) proto-oncogene on chromosome 8q12. Here, we report on a LPB case on which showed evidence of chromothripsis. This is the second reported case of chromothripsis in LPB.
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  • 文章类型: Journal Article
    发现潜在的致病基因可以帮助医学进步。后基因组时代使这项任务变得更加困难。现代高通量方法尚未解决识别疾病基因的问题。常规方法不能用于研究许多罕见或致命疾病。使用微阵列技术监测不同样品中的基因表达值是鉴定致病基因的最佳和最准确的方法之一。实验分子生物学的最新进展之一是微阵列,这使得研究人员能够同时监测数千个基因的表达水平。微阵列数据的统计分析可以通过揭示与靶基因相关的途径和促进候选基因的鉴定来帮助基因发现。系统生物学,跨学科的方法,已经成为一种至关重要的分析工具,有可能揭示以前未知的人类疾病的原因和后果。遗传,环境,免疫学,或神经因素与癌症等复杂疾病的发展有关。正因为如此,从新的角度研究这种疾病是很重要的。系统生物学方法使我们能够快速识别致病基因并评估其作为治疗靶标的可行性。本章演示了使用公共数据库识别候选基因的系统生物学方法。口腔鳞状细胞癌(OSCC)被用作模型疾病,以显示如何成功地使用系统生物学来识别和优先考虑疾病基因。
    The discovery of potential disease-causing genes can aid medical progress. The post-genomic era has made this a more difficult task. Modern high-throughput methods have not solved the problem of identifying disease genes. Conventional methods cannot be used to investigate many rare or lethal diseases. Monitoring gene expression values in different samples using microarray technology is one of the best and most accurate ways to identify disease-causing genes. One of the most recent advances in experimental molecular biology is microarrays, which allow researchers to simultaneously monitor the expression levels of thousands of genes. Statistical analysis of microarray data might aid gene discovery by revealing pathways related to the target gene and facilitating identification of candidate genes. Systems biology, an interdisciplinary approach, has emerged as a crucial analytic tool with the potential to reveal previously unidentified causes and consequences of human illness. Genetic, environmental, immunological, or neurological factors have been implicated in the developing complex disorders like cancer. Because of this, it is important to approach the study of such disease from a novel perspective. The system biology approach allows us to rapidly identify disease-causing genes and assess their viability as therapeutic targets. This chapter demonstrates systems biology approaches to identify candidate genes using public database. Oral squamous cell carcinoma (OSCC) is used as a model disease to show how systems biology can be used successfully to identify and prioritize disease genes.
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  • 文章类型: Journal Article
    沙眼衣原体感染是性传播疾病和不良妊娠结局如复发性自然流产(RSA)的主要原因。已知Micro-RNAs(miRNA)在各种生殖相关疾病如异位妊娠中上调/下调。早产和先兆子痫。然而,关于沙眼衣原体感染的RSA中miRNA谱的文献很少。本研究旨在确定血清miRNAs的谱,然后在沙眼衣原体感染的RSA中进行验证,并找到涉及生物学途径的靶基因。在妇产科就诊的30名非妊娠妇女和30名非妊娠妇女中收集了非肝素化血液和首次空尿液,其中成功分娩≥2(对照),Safdarjung医院,新德里,印度。通过PCR在尿中进行沙眼衣原体检测,并且通过定量实时PCR(qRT-PCR)测定衣原体载量。通过微阵列分析研究miRNA表达,随后通过qRT-PCR进行体外验证。在计算机中表征了靶基因/途径的分析。06例RSA患者感染沙眼衣原体,而衣原体载量为6000-12000份/毫升。与对照组相比,110个循环miRNA在感染的RSA患者中差异表达。其中,16个过表达,94个下调。选择06个差异表达的循环miRNA以验证微阵列结果。qRT-PCR数据证实了微阵列结果的可靠性:miR-4443、-5100、-7975显示出统计学上显著的上调,而miR-6808-5p,与对照组相比,感染的RSA患者-3148、-6727-5p显著下调。衣原体载量与这些上调的miRNA呈正相关。京都基因和基因组百科全书(KEGG)分析显示,RSA中miRNA的靶基因参与AMPK,Akt和mTOR信号通路。总体结果表明,差异表达的循环miRNA参与沙眼衣原体相关RSA的发病机理,并有可能用作预测RSA的生物标志物。
    Chlamydia trachomatis infection is a major cause of sexually transmitted diseases and adverse pregnancy outcomes such as recurrent spontaneous abortion (RSA). Micro-RNAs (miRNAs) have been known to be upregulated/downregulated in various reproductive-associated diseases such as ectopic pregnancy, preterm birth and pre-eclampsia. However, there is paucity of literature on miRNA profile in C. trachomatis-infected RSA. The present study aimed to determine the profile of serum miRNAs followed by their validation in C. trachomatis-infected RSA and to find target genes involved in biological pathways. Non-heparinized blood and first void urine were collected from 30 non-pregnant women with RSA and 30 non-pregnant women with ≥2 successful deliveries (controls) attending Department of Obstetrics and Gynaecology, Safdarjung hospital, New Delhi, India. C. trachomatis detection was done in urine by PCR and chlamydial load was determined by quantitative real-time PCR (qRT-PCR). miRNA expression was studied by microarray analysis followed by in vitro validation by qRT-PCR. Analysis of target genes/pathways was characterized in silico. 06 RSA patients were infected with C. trachomatis, while chlamydial load was found to be 6000-12,000 copies/ml. 110 circulating miRNAs were expressed differentially in infected RSA patients compared with controls. Of these, 16 were overexpressed and 94 downregulated. 06 differentially expressed circulating miRNAs were selected to validate the microarray results. qRT-PCR data confirmed the reliability of the microarray results: miR-4443, -5100, -7975 showed statistically significant upregulation, while miR-6808-5p, -3148, -6727-5p were significantly downregulated in infected RSA patients versus controls. Chlamydial load was positively correlated with these upregulated miRNAs. Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis revealed that target genes of miRNAs in RSA are involved in AMPK, Akt and mTOR signaling pathways. Overall results indicate that differentially expressed circulating miRNAs are involved in pathogenesis of C. trachomatis-associated RSA and have the potential to be used as biomarkers for predicting RSA.
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  • 文章类型: Journal Article
    六边形网格布局在微阵列技术中是有利的;然而,六边形网格出现在许多领域,特别是考虑到新的纳米结构和超材料的兴起,导致需要对此类结构进行图像分析。这项工作提出了一种由数学形态学驱动的基于冲击滤波器的方法,用于分割六边形网格中的图像对象。原始图像被分解成一对矩形网格,这样它们的叠加就会产生初始图像。在每个矩形网格内,冲击滤波器再次用于将每个图像对象的前景信息限制在感兴趣的区域中。所提出的方法已成功应用于微阵列斑点分割,而其他两种类型的六边形网格布局获得的分割结果强调了其普遍性。通过微阵列图像的特定质量度量来考虑分割精度,如平均绝对误差和变异系数,发现我们计算的光斑强度特征与注释的参考值高度相关,表明了所提出方法的可靠性。此外,考虑到冲击滤波PDE形式主义是针对一维亮度轮廓函数,将确定网格的计算复杂度降至最低。与最先进的微阵列分割方法相比,我们方法的计算复杂性的增长顺序至少要低一个数量级,从经典到机器学习。
    Hexagonal grid layouts are advantageous in microarray technology; however, hexagonal grids appear in many fields, especially given the rise of new nanostructures and metamaterials, leading to the need for image analysis on such structures. This work proposes a shock-filter-based approach driven by mathematical morphology for the segmentation of image objects disposed in a hexagonal grid. The original image is decomposed into a pair of rectangular grids, such that their superposition generates the initial image. Within each rectangular grid, the shock-filters are once again used to confine the foreground information for each image object into an area of interest. The proposed methodology was successfully applied for microarray spot segmentation, whereas its character of generality is underlined by the segmentation results obtained for two other types of hexagonal grid layouts. Considering the segmentation accuracy through specific quality measures for microarray images, such as the mean absolute error and the coefficient of variation, high correlations of our computed spot intensity features with the annotated reference values were found, indicating the reliability of the proposed approach. Moreover, taking into account that the shock-filter PDE formalism is targeting the one-dimensional luminance profile function, the computational complexity to determine the grid is minimized. The order of growth for the computational complexity of our approach is at least one order of magnitude lower when compared with state-of-the-art microarray segmentation approaches, ranging from classical to machine learning ones.
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  • 文章类型: Journal Article
    本文提出了一种基于共识的方法,该方法结合了三种微阵列和三种RNA-Seq方法,用于无偏和综合鉴定差异表达基因(DEG)作为关键疾病的潜在生物标志物。所提出的方法在食管鳞状细胞癌(ESCC)的两个微阵列数据集(GSE20347和GSE23400)和一个RNA-Seq数据集(GSE130078)上令人满意。根据输入数据集,我们的框架采用特定的DE方法来独立检测DEG。引入了基于共识的函数,该函数首先考虑了所有三种方法所共有的DEG,以进行进一步的下游分析。一致性函数使用其他参数来克服信息丢失。DEGs的差异共表达(DCE)和保存分析有助于研究正常和患病情况下DEGs之间相互作用的行为变化。考虑到生物相关模块中的hub基因和大多数GO和途径富集的DEGs作为ESCC潜在生物标志物的候选者,我们通过生物学分析和文献证据进行进一步验证.我们已经确定了25个DEGs,它们与各自的数据集具有很强的生物学相关性,并且先前的文献将它们确立为ESCC的潜在生物标志物。我们进一步确定了8个额外的DEG作为ESCC可能的潜在生物标志物,但建议进一步深入分析。
    This paper presents a consensus-based approach that incorporates three microarray and three RNA-Seq methods for unbiased and integrative identification of differentially expressed genes (DEGs) as potential biomarkers for critical disease(s). The proposed method performs satisfactorily on two microarray datasets (GSE20347 and GSE23400) and one RNA-Seq dataset (GSE130078) for esophageal squamous cell carcinoma (ESCC). Based on the input dataset, our framework employs specific DE methods to detect DEGs independently. A consensus based function that first considers DEGs common to all three methods for further downstream analysis has been introduced. The consensus function employs other parameters to overcome information loss. Differential co-expression (DCE) and preservation analysis of DEGs facilitates the study of behavioral changes in interactions among DEGs under normal and diseased circumstances. Considering hub genes in biologically relevant modules and most GO and pathway enriched DEGs as candidates for potential biomarkers of ESCC, we perform further validation through biological analysis as well as literature evidence. We have identified 25 DEGs that have strong biological relevance to their respective datasets and have previous literature establishing them as potential biomarkers for ESCC. We have further identified 8 additional DEGs as probable potential biomarkers for ESCC, but recommend further in-depth analysis.
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  • 文章类型: Case Reports
    自闭症谱系障碍(ASD)是一组病因异质性的神经发育障碍。现在建议将染色体微阵列作为ASD的第一层临床诊断测试。我们使用IlluminaHumanCytoSNP-12v2.1阵列对16名泰国ASD患者进行了染色体微阵列,发现一例15号染色体单亲二体性(UPD)。甲基化特异性PCR显示母体SNRPN等位基因的异常甲基化。单倍型分析显示,患者从父亲那里获得了两条15号染色体。这些结果与Angelman综合征一致。然而,他的临床特征对经典的Angelman综合征没有临床意义.他第一次在儿科诊所没有演讲,根据DSM-IV标准,在2岁时与ASD一致,随后在5岁时由ADOS证实。他超重,但没有异形相,癫痫发作或共济失调,并被诊断为非综合征性ASD,直到10岁才被相信的诊断,他的DNA被纳入本队列研究进行分析.我们的发现表明,对于无法使用染色体微阵列的Angelman综合征,应考虑对病因不明的ASD患者进行甲基化特异性PCR检测。在研究中,我们还回顾了UPD引起的Angelman综合征的临床特征以及Angelman综合征患者中ASD的发生率。
    Autism spectrum disorder (ASD) is a group of neurodevelopmental disorders which are etiologically heterogeneous. Chromosomal microarray is now recommended as the first-tier clinical diagnostic test for ASD. We performed chromosomal microarray in 16 Thai patients with ASD using an Illumina HumanCytoSNP-12 v2.1 array and found one case with uniparental disomy (UPD) of chromosome 15. Methylation-specific PCR showed abnormal methylation of the maternal SNRPN allele. Haplotype analysis revealed that the patient had received both chromosomes 15 from his father. These results were consistent with Angelman syndrome. However, his clinical features had no clinical significance for classic Angelman syndrome. He had first presented at the pediatric clinic with no speech, poor social interaction skills and repetitive behaviors consistent with ASD based on the DSM-IV criteria at 2 years of age and later confirmed by ADOS at 5 years of age. He was strikingly overweight but had no dysmorphic facies, seizures nor ataxia and was diagnosed as non-syndromic ASD, a diagnosis which was believed until at 10 years of age, his DNA was included for analysis in this current cohort study. Our findings suggest that ASD patients with unknown etiology should be considered for methylation-specific PCR testing for Angelman syndrome where chromosomal microarray is not available. In the study, we also review the clinical features of Angelman syndrome caused by UPD and the frequency of ASD in individuals with Angelman syndrome.
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  • 文章类型: Journal Article
    T-cell acute lymphoblastic leukemia is a subtype of acute lymphoblastic leukemia, one of the most common childhood neoplasms. Hypodiploidy is a chromosome abnormality with fewer than 45 chromosomes and is associated with unsatisfactory clinical outcomes in acute lymphoblastic leukemia.
    We report clinical and genetic findings of a 14-year-old male with T-cell acute lymphoblastic leukemia with low-hypodiploidy. The medical history included neck pain for a month, facial nerve palsy on the right side for 6 days, fever, drowsiness, and weakness for 3 days, vomiting, diarrhea for 1 day. The physical examination presented features of hypovolemia, palsy of the facial nerve on the right side, enlarged lymph nodes, hepatosplenomegaly, sore throat, and petechiae of the skin. Radiological images indicated lesions of different organs. Bone marrow biopsy confirmed precursor T-ALL. In the FISH tests, KMT2A and BCR/ABL1 rearrangements were not observed. GTG banding revealed 3 cell clones, which confirmed the hypodiploidy. Multiplex RT-qPCR was performed. STIL/TAL1 (del1p32) gene rearrangement was found in the blast cells. Additional tests were performed using the CytoScan HD microarray technique. Molecular karyotype did not reveal hypodiploidy, but identified other abnormalities such as duplication of chromosomal regions: 4q25q35.2, 6p23.3p11.1 and 8p23.3q24.21, and the loss of heterozygosity of short arm chromosome 9. In two regions of the chromosome biallelic deletions were found at 9p21.3, including the CDKN2A, CDKN2B, IFNA1, MTAP genes and at 10q23.31, containing PTEN. The child died 9 days after diagnosis.
    Bone marrow biopsy, GTG banding, FISH techniques, and molecular karyotyping were used to make an accurate diagnosis. This case documents a rapid progression of the disease and unfavorable results of T-cell acute lymphoblastic leukemia with hypodiploidy.
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  • 文章类型: Case Reports
    Neuroblastoma is the most common cancer in infants younger than 12 months of age, occurring with an incidence of 1 in 100,000 children. The clinical outcome of neuroblastoma ranges from spontaneous regression to treatment-resistant progression and/or metastasis, and accounts for 8-10% of childhood cancer deaths. Segmental chromosomal aberrations, as well as MYCN and ALK amplification, are among factors contributing to an unfavorable genomic profile and high-risk disease classification. Here, we describe a 5-year-old male who presented with a large right renal neuroblastoma tumor having lung and liver metastases. Fluorescence in situ hybridization analysis indicated the presence of >20 copies of the 5\' region of the ALK gene in 26% of cells examined. Subsequent copy number assessment did not confirm ALK amplification, but revealed a gain of exons 2-5 of ALK, consistent with increased copy number for the 5\' region of the ALK gene. Subsequent array analysis showed the presence of other unfavorable prognostic genomic features, including segmental gain of the 17q region and amplification of the long arm of chromosome 12 harboring CDK4 and MDM2, both reported to be poor prognostic indicators in patients with atypical clinical features in neuroblastoma. Taken together, this report illustrates the importance of careful interpretation of aberrant FISH findings and subsequent use of orthogonal methods to clarify the presence of genomic alterations to successfully determine potential treatment targets.
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  • 文章类型: Journal Article
    16p11.2 microdeletion is a known chromosomal anomaly associated mainly with neurocognitive developmental delay, predisposition to obesity, and variable dysmorphism. Although this deletion is relatively rare among the general population, it is one of the serious known genetic aetiologies of obesity and autism spectrum disorder.
    This study presents three cases of deletions within the 16p11.2 region. Every child had mild variable craniofacial abnormalities, hand or foot anomalies and developmental and language delays. The first proband had obesity, epilepsy, moderate intellectual disability, aphasia, motor delay, hyperinsulinism, and café au lait spots. The second proband suffered from cardiac, pulmonary, and haematological problems. The third proband had motor and language delays, bronchial asthma, and umbilical hernia. Although each patient presented some features of the syndrome, the children differed in terms of their clinical pictures. Genetic diagnosis of 16p11.2 microdeletion syndrome was made in children at different ages based on multiplex ligation probe-dependent amplification analysis and/or microarray methods.
    Our reports allow us to analyse and better understand the biology of 16p11.2 microdeletion throughout development. However, the variability of presented cases supports the alternate conclusion to this presented in available literature regarding 16p11.2 deletion, as we observed no direct cause-and-effect genotype/phenotype relationships. The reported cases indicate the key role of the interdisciplinary approach in 16p11.2 deletion diagnostics. The care of patients with this anomaly is based on regular health assessment and adjustment of nervous system development therapy.
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  • 文章类型: Case Reports
    The objective of our paper is to underline the importance of assessing microarray genetic analysis for the detection of chromosomal abnormalities in rare cases such as left atrial isomerism, mostly in the context of antenatally detected syndromes. We present the case of a 26-year-old primipara, at 26 weeks of gestation, with prior first trimester normal anomaly scan, who presented in our department accusing lower abdominal pain. An anomaly ultrasound examination of the fetus revealed cardiomegaly with increased size of the right atrium, non-visualization of the atrial septum or the foramen ovale, malalignment of the three-vessel view, location of the superior vena cava above the two-vessel view, slight pericardial effusion, and no interruption of the inferior vena cava nor presence of azygos vein being noted. Associated extracardiac abnormalities, such as small kidneys at the level of the iliac fossa, micrognathia, dolichocephaly with hypoplasia of the cerebellum, increased nuchal fold, and reduced fetal movements were also reported. A diagnostic amniocentesis was performed, and, while the conventional rapid prenatal diagnostic test of the multiplex quantitative fluorescent polymerase chain reaction (PCR) came as normal, the microarray analysis (ChAS, NCBI Built 37 hg 19, detection of microdeletions or microduplications larger than 100 kb) revealed two chromosomal abnormalities: a 22.84 Mb loss of genetic material in the 18q21.31-18q23 chromosomal region and a gain of 22.31 Mb of genetic material in the 20p13-20p11.21 chromosomal region. After the termination of pregnancy, a necropsy of the fetus was performed, confirming heterotaxy syndrome with a common atrium, no atrial septum, superior vena cava draining medianly, and pulmonary veins that drained into the lower segment of the left atrium due to an anatomically enlarged single common atrium. The extracardiac findings consisted of two bilobar lungs, dysmorphic facies, low-set ears, nuchal fold edema, and small kidneys located in the iliac fossa. These findings are conclusive evidence that left atrial isomerism is a more complex syndrome. The genetic tests of the parents did not reveal any translocations of chromosomes 18 and 20 when the Fluorescent in situ Hybridization (FISH) analysis was assessed. The antenatal detection of corroboration between different structural abnormalities using serial ultrasound examinations and cardiac abnormalities, together with the detection of the affected chromosomes, improves the genetic counseling regarding the prognosis of the fetus and the recurrence rate of the condition for siblings.
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