Microarray Analysis

微阵列分析
  • 文章类型: Journal Article
    高通量筛选小分子和天然产物的成本很高,需要大量的时间,试剂、和操作空间。尽管微阵列已被证明在某些生化测定的筛选微型化中是有效的,如核酸杂交或抗体结合,由于需要细胞内化亲脂性候选药物,因此它们并未广泛用于细胞培养中的药物发现。脂质微滴微阵列是解决该问题的有希望的解决方案,因为它们能够以与溶液递送相当的剂量将亲脂性药物递送至细胞。然而,阵列制造的可扩展性,测定验证,和筛选步骤限制了这种方法的实用性。在这里,我们采取了几个新的步骤来扩大脂滴阵列制造的过程,细胞培养中的分析验证,和药物筛选。纳米凹版印刷工艺已适用于印刷机。使用蒸汽涂覆工艺使阵列稳定以浸入水溶液中。除了递送亲脂性化合物,我们发现我们也能够以这种方式封装和递送水溶性化合物。阵列可以在细胞培养之前通过细胞外基质蛋白如胶原进行功能化,因为摄取的机制是基于与脂质递送载体的直接接触而不是药物从微阵列点的扩散。我们证明了该方法用于递送至3种不同的细胞类型,并在覆盖面积小于0.1cm2的微阵列上筛选了92种天然产物提取物。该阵列适用于小型化筛选,例如,在空间有限的高生物安全级别设施和细胞数量有限的应用中,例如在功能精准医学中。
    High throughput screening of small molecules and natural products is costly, requiring significant amounts of time, reagents, and operating space. Although microarrays have proven effective in the miniaturization of screening for certain biochemical assays, such as nucleic acid hybridization or antibody binding, they are not widely used for drug discovery in cell culture due to the need for cells to internalize lipophilic drug candidates. Lipid droplet microarrays are a promising solution to this problem as they are capable of delivering lipophilic drugs to cells at dosages comparable to solution delivery. However, the scalablility of the array fabrication, assay validation, and screening steps has limited the utility of this approach. Here we take several new steps to scale up the process for lipid droplet array fabrication, assay validation in cell culture, and drug screening. A nanointaglio printing process has been adapted for use with a printing press. The arrays are stabilized for immersion into aqueous solution using a vapor coating process. In addition to delivery of lipophilic compounds, we found that we are also able to encapsulate and deliver a water-soluble compound in this way. The arrays can be functionalized by extracellular matrix proteins such as collagen prior to cell culture as the mechanism for uptake is based on direct contact with the lipid delivery vehicles rather than diffusion of the drug out of the microarray spots. We demonstrate this method for delivery to 3 different cell types and the screening of 92 natural product extracts on a microarray covering an area of less than 0.1 cm2. The arrays are suitable for miniaturized screening, for instance in high biosafety level facilities where space is limited and for applications where cell numbers are limited, such as in functional precision medicine.
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  • 文章类型: Journal Article
    尽管多发性骨髓瘤(MM)的治疗取得了显著进展,复发仍然是一个挑战。然而,本病的发病机制尚不清楚.这项研究旨在确定可能为MM治疗开辟新途径的潜在生物标志物。从基因表达综合数据库获得MM患者的微阵列数据和临床特征。差异表达分析和蛋白质-蛋白质相互作用(PPI)网络构建用于鉴定与MM相关的hub基因。使用接收器工作特性曲线和列线图构造进一步评估了预测性能。进行功能富集分析以研究可能的机制。孟德尔随机化(MR)用于评估关键基因与MM风险之间的因果关系。PPI网络的拓扑分析揭示了与MM相关的五个枢纽基因,髓过氧化物酶(MPO)由于其最高程度和曲线下面积而成为关键基因。MPO在所有数据集上显示MM患者和对照组之间的显着差异。功能富集分析显示MPO与MM中的免疫相关途径之间存在很强的关联。MR分析证实了MPO与MM风险之间的因果关系。通过整合微阵列分析和MR,我们成功地鉴定并验证了MPO是一种有前景的MM生物标志物,它可能通过免疫相关途径参与MM的发病和进展.
    Despite remarkable advancements in the treatment of multiple myeloma (MM), relapse remains a challenge. However, the mechanisms underlying this disease remain unclear. This study aimed to identify potential biomarkers that could open new avenues for MM treatment. Microarray data and clinical characteristics of patients with MM were obtained from the Gene Expression Omnibus database. Differential expression analysis and protein-protein interaction (PPI) network construction were used to identify hub genes associated with MM. Predictive performance was further assessed using receiver operating characteristic curves and nomogram construction. Functional enrichment analysis was conducted to investigate possible mechanisms. Mendelian randomization (MR) was used to evaluate the causal relationship between the crucial gene and MM risk. Topological analysis of the PPI network revealed five hub genes associated with MM, with myeloperoxidase (MPO) being the key gene owing to its highest degree and area under the curve values. MPO showed significant differences between patients with MM and controls across all datasets. Functional enrichment analysis revealed a strong association between MPO and immune-related pathways in MM. MR analysis confirmed a causal relationship between MPO and the risk of MM. By integrating microarray analysis and MR, we successfully identified and validated MPO as a promising biomarker for MM that is potentially implicated in MM pathogenesis and progression through immune-related pathways.
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  • 文章类型: Case Reports
    我们介绍了一例患有先天性血栓性血小板减少性紫癜的儿童,该儿童发现ADAMTS13基因中具有复合杂合变体,该变体具有新的变体,导致ADAMTS13外显子9-11的大量重复。通过染色体微阵列分析,通过其他分子测试鉴定了该变体。据我们所知,该检测方法以前未用于鉴定ADAMTS13变异体,通过遗传咨询师的参与,可以进行额外的检测.
    We present a case of a child with congenital thrombotic thrombocytopenic purpura found to have a compound heterozygous variant in the ADAMTS13 gene with a novel variant resulting in a large duplication of exons 9-11 of ADAMTS13 This variant was identified through additional molecular testing via a chromosomal microarray analysis. To our knowledge, this assay had not previously been utilised to identify an ADAMTS13 variant and the additional testing was possible through the involvement of a genetic counsellor.
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  • 文章类型: Journal Article
    背景:随着产前诊断技术的进步,染色体微缺失和微重复已成为产前诊断的重点。由于7q末端的缺失或重复而导致的7q部分单体或三体是相对罕见的,通常源于携带平衡易位的父母。
    方法:非侵入性产前筛查(NIPT)显示胎儿染色体7q部分缺失和重复。无法确定胎儿是否正常。
    方法:对胎儿羊水样本和父母外周血样本进行常规染色体G显带和染色体微阵列分析(CMA)。
    方法:临床医生对孕妇进行了详细的遗传咨询。
    结果:常规G带分析胎儿核型为46,XY。CMA测试结果显示7q36.1q36.3区中大约7.8Mb的缺失和7q35q36.1区中6.6Mb的重复。父母的核型分析和CMA结果正常,表明一个新的突变。
    结论:CMA分子诊断分析可以有效检测染色体微缺失或微重复,阐明胎儿基因型和临床表型之间的关系,为染色体微缺失重复综合征的产前诊断提供参考。
    BACKGROUND: With advances in prenatal diagnostic techniques, chromosomal microdeletions and microduplications have become the focus of prenatal diagnosis. 7q partial monosomy or trisomy due to a deletion or duplication of the 7q end is relatively rare and usually originates from parents carrying a balanced translocation.
    METHODS: Noninvasive prenatal screening (NIPT) showed a fetus with partial deletion and duplication of chromosome 7q. It was not possible to determine whether the fetus was normal.
    METHODS: Conventional chromosome G-banding and chromosome microarray analysis (CMA) were performed on fetal amniotic fluid samples and parental peripheral blood samples.
    METHODS: The pregnant women were given detailed genetic counseling by clinicians.
    RESULTS: The fetal karyotype was 46, XY on conventional G-banding analysis. The CMA test results showed a deletion of approximately 7.8 Mb in the 7q36.1q36.3 region and a duplication of 6.6Mb in the 7q35q36.1 region. The parents\' karyotype analysis and CMA results were normal, indicating a new mutation.
    CONCLUSIONS: CMA molecular diagnostic analysis can effectively detect chromosomal microdeletions or microduplications, clarify the relationship between fetal genotype and clinical phenotype, and provide a reference for prenatal diagnosis of chromosomal microdeletion-duplication syndrome.
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  • 文章类型: Journal Article
    硫酸乙酰肝素(HS),一种富含细胞外基质的硫酸多糖,通过与蛋白质的相互作用,在各种生理和病理过程中起着关键作用。研究HS寡糖与靶蛋白的结合选择性是必不可少的,但是在微阵列实验中详尽地包含所有可能的寡糖是不切实际的。为了应对这一挑战,我们提出了一个混合管道,集成微阵列和在硅技术设计低聚糖具有所需的蛋白质亲和力。以成纤维细胞生长因子2(FGF2)为模型蛋白,我们在微阵列上组装了HS寡糖的内部数据集,并开发了两种结构表示:一种具有所有明确原子的标准表示和一种具有双糖单元作为准原子的简化表示.使用随机森林(RF)算法开发了FGF2亲和力的预测定量结构-活性关系(QSAR)模型。由此产生的模型,考虑到适用性领域,表现出很高的预测性,正确分类率为0.81-0.80,阳性预测值(PPV)提高到0.95。使用简化模型对40种新寡糖进行虚拟筛选,确定了15种计算命中,其中11个实验验证了高FGF2亲和力。这种混合方法标志着朝着具有所需蛋白质相互作用的寡糖的靶向设计迈出了重要的一步,为在糖生物学中更广泛的应用提供了基础。
    Heparan sulfate (HS), a sulfated polysaccharide abundant in the extracellular matrix, plays pivotal roles in various physiological and pathological processes by interacting with proteins. Investigating the binding selectivity of HS oligosaccharides to target proteins is essential, but the exhaustive inclusion of all possible oligosaccharides in microarray experiments is impractical. To address this challenge, we present a hybrid pipeline that integrates microarray and in silico techniques to design oligosaccharides with desired protein affinity. Using fibroblast growth factor 2 (FGF2) as a model protein, we assembled an in-house dataset of HS oligosaccharides on microarrays and developed two structural representations: a standard representation with all atoms explicit and a simplified representation with disaccharide units as \"quasi-atoms.\" Predictive Quantitative Structure-Activity Relationship (QSAR) models for FGF2 affinity were developed using the Random Forest (RF) algorithm. The resulting models, considering the applicability domain, demonstrated high predictivity, with a correct classification rate of 0.81-0.80 and improved positive predictive values (PPV) up to 0.95. Virtual screening of 40 new oligosaccharides using the simplified model identified 15 computational hits, 11 of which were experimentally validated for high FGF2 affinity. This hybrid approach marks a significant step toward the targeted design of oligosaccharides with desired protein interactions, providing a foundation for broader applications in glycobiology.
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  • 文章类型: Journal Article
    组蛋白与人类疾病有关。然而,核外组蛋白在慢性鼻-鼻窦炎(CRS)病理生理学中的意义及其潜在机制尚未得到彻底研究.这项研究旨在通过比较患者和对照组之间的组蛋白表达来评估组蛋白在CRS患者中的作用。
    获得鼻息肉(NP)组织,并通过微阵列分析研究了它们的综合基因表达谱。通过逆转录聚合酶链反应和免疫组织化学染色验证表达的差异。细胞培养和流式细胞术用于评估组蛋白在息肉发病机理中的作用。
    在患者组和对照组之间观察到微阵列分析的显着差异(P<0.01)。通过流式细胞术发现,组蛋白(H2BK)可以促进NPs中的细胞凋亡。
    我们的结果表明,H2BK的表达降低可能有助于NP在CRS中细胞增殖和凋亡的失衡过程。
    UNASSIGNED: Histones have been associated with human diseases. However, the implication of extranuclear histone proteins and their potential mechanism in the pathophysiology of chronic rhinosinusitis (CRS) have not been thoroughly investigated. This study was designed to evaluate the role of histones in patients with CRS by comparing histone expression between patients and controls.
    UNASSIGNED: Nasal polyp (NP) tissues were obtained, and their comprehensive gene expression profiles were investigated by microarray analysis. Differences in expression were verified by reverse transcriptase polymerase chain reaction and immunohistochemical staining. Cell culture and flow cytometry were used to evaluate the role of histones in the pathogenesis of polyps.
    UNASSIGNED: Significant differences in the microarray analysis were observed between the patient and control groups (P < 0.01). It was found by flow cytometry that the histone (H2BK) can promote cell apoptosis in NPs.
    UNASSIGNED: Our results indicate that reduced expression of H2BK may contribute to the imbalance process of cell proliferation and apoptosis in CRS with NP.
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  • 文章类型: Journal Article
    强直性肌营养不良1型(DM1)是成人中最常见的肌营养不良,然而,目前还没有改善疾病的治疗方法。miRNA表达中断可能导致靶mRNA的失调和参与DM1致病机制的功能障碍。
    我们使用微阵列平台来检查源自DM1患者和匹配对照的骨骼肌活检中的miRNA/mRNA表达谱。进行生物信息学分析和双荧光素酶报告基因测定以提供对DM1中改变的miRNA-mRNA调控网络的洞察。
    鉴定了23个差异表达的miRNA和135个差异表达的基因。qPCR证实miR-3201、生肌因子5(MYF5)、肌源性分化1(MYOD1),CUGBP,Elav-like家族成员1(CELF1),CELF2显著上调,而miR-196a,miR-200c,和miR-146a显著下调。丰富的功能和途径,如多细胞生物发育,RNA剪接,细胞分化,和剪接体与DM1有关。miRNA-mRNA相互作用网络显示miR-182、miR-30c-2和miR-200c是可能与hub基因相互作用的关键节点。荧光素酶报告基因测定证实了miR-196a和CELF2之间的直接相互作用。
    这些结果表明,观察到的miRNA/mRNA失调可能有助于与DM1发病机制相关的特定功能和途径,强调miR-196a和CELF2的功能障碍。
    UNASSIGNED: Myotonic dystrophy type 1 (DM1) is the most common muscular dystrophy in adults, yet there are currently no disease-modifying treatments. Disrupted miRNA expressions may lead to dysregulation of target mRNAs and dysfunction involved in DM1 pathogenic mechanism.
    UNASSIGNED: We used microarray platforms to examine the miRNA/mRNA expression profiles in skeletal muscle biopsies derived from DM1 patients and matched controls. Bioinformatics analysis and dual-luciferase reporter assay were conducted to provide insight into miRNA-mRNA regulatory networks altered in DM1.
    UNASSIGNED: Twenty-three differentially expressed miRNAs and 135 differentially expressed genes were identified. qPCR confirmed that miR-3201, myogenic factor 5 (MYF5), myogenic differentiation 1 (MYOD1), CUGBP, Elav-like family member 1 (CELF1), and CELF2 were significantly up-regulated, while miR-196a, miR-200c, and miR-146a were significantly down-regulated. Enriched functions and pathways such as multicellular organismal development, RNA splicing, cell differentiation, and spliceosome are relevant to DM1. The miRNA-mRNA interaction network revealed that miR-182, miR-30c-2, and miR-200c were the critical nodes that potentially interacted with hub genes. Luciferase reporter assay confirmed the direct interaction between miR-196a and CELF2.
    UNASSIGNED: Those results implied that the observed miRNA/mRNA dysregulation could contribute to specific functions and pathways related to DM1 pathogenesis, highlighting the dysfunction of miR-196a and CELF2.
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  • 文章类型: Journal Article
    他汀类药物,用于治疗高胆固醇血症的药物,不仅作为化学佐剂,也可作为再生治疗中潜在的干细胞调节剂。在我们的研究中,我们比较了所有临床使用的他汀类药物对人胰腺癌(MiaPaCa-2)细胞活力的体外作用,非癌性人胚肾(HEK293)细胞和脂肪间充质干细胞(ADMSC)。此外,测试了他汀类药物对MiaPaCa-2和ADMSC细胞球体活力的影响。此外,我们对用单个他汀类药物(12μM)处理的ADMSCs进行了微阵列分析,并比较了他汀类药物对干细胞和胰腺癌细胞之间基因表达的影响的重要性.显著影响癌细胞活力的他汀类药物浓度(<40μM)在24小时后不影响干细胞活力。他汀类药物不会影响单层生长的癌细胞的活力,诱导癌细胞球状体的崩解。与胰腺癌细胞相比,他汀类药物对干细胞基因表达的影响明显较不明显。总之,在足以抑制癌细胞生长的浓度下,他汀类药物对非肿瘤细胞和干细胞的低功效,支持其在化学辅助肿瘤治疗中的适用性。
    Statins, the drugs used for the treatment of hypercholesterolemia, have come into the spotlight not only as chemoadjuvants, but also as potential stem cell modulators in the context of regenerative therapy. In our study, we compared the in vitro effects of all clinically used statins on the viability of human pancreatic cancer (MiaPaCa-2) cells, non-cancerous human embryonic kidney (HEK 293) cells and adipose-derived mesenchymal stem cells (ADMSC). Additionally, the effect of statins on viability of MiaPaCa-2 and ADMSC cells spheroids was tested. Furthermore, we performed a microarray analysis on ADMSCs treated with individual statins (12 μM) and compared the importance of the effects of statins on gene expression between stem cells and pancreatic cancer cells. Concentrations of statins that significantly affected cancer cells viability (< 40 μM) did not affect stem cells viability after 24 h. Moreover, statins that didn´t affect viability of cancer cells grown in a monolayer, induce the disintegration of cancer cell spheroids. The effect of statins on gene expression was significantly less pronounced in stem cells compared to pancreatic cancer cells. In conclusion, the low efficacy of statins on non-tumor and stem cells at concentrations sufficient for cancer cells growth inhibition, support their applicability in chemoadjuvant tumor therapy.
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  • 文章类型: Journal Article
    目的:产前咨询的call体发育不全(ACC)的鉴定和预后很复杂,目前尚不清楚。本研究旨在探讨产前ACC的相关基因突变。
    方法:我们回顾性分析了114例ACC产前病例。所有病例(n=114)进行染色体微阵列分析(CMA),66例CMA阴性病例接受了产前外显子组测序(pES)进行进一步分析。
    结果:CMA在15/114例(13.2%)病例中诊断为阳性,pES在24/66例(36.4%)CMA阴性病例中诊断为阳性。完全和部分ACCs之间的遗传原因检出率差异无统计学意义(P>0.05)。在孤立的和非孤立的(存在其他异常的)ACC之间,非孤立病例pES的诊断率明显高于对照组(P<0.001),而CMA结果无差异(P>0.05)。合并颅内外畸形的CMA诊断率明显增高(P=0.014)。而在仅合并颅内畸形的病例中未检测到CMA阳性。
    结论:对于产前ACC的胎儿,CMA结果阴性后,建议进一步pES分析.当ACC仅合并颅内畸形时,不太可能发生染色体异常。
    OBJECTIVE: The identification and prognosis of the agenesis of the corpus callosum (ACC) for prenatal consultation are complex and currently unclear. This study aims to explore the correlated genetic mutations of prenatal ACC.
    METHODS: We retrospectively analyzed 114 prenatal cases of ACC. All cases (n = 114) were subjected to chromosomal microarray analysis (CMA), and 66 CMA-negative cases underwent prenatal exome sequencing (pES) for further analysis.
    RESULTS: CMA was diagnosed positively in 15/114 (13.2%) cases and pES was diagnosed positively in 24/66 (36.4%) CMA-negative cases. The detection rate of genetic causes between complete and partial ACCs was not significantly different (P > 0.05). Between isolated and non-isolated (other anomalies present) ACCs, the diagnostic rate of pES in non-isolated cases was significantly higher (P < 0.001), while CMA results did not differ (P > 0.05). The diagnostic rate of CMA was significantly increased in cases combined with intracranial and extracranial malformations (P = 0.014), while no CMA positivity was detected in cases combined with only intracranial malformations.
    CONCLUSIONS: For fetuses with prenatal ACC, further pES analysis should be recommended after negative CMA results. Chromosome abnormalities are less likely to occur when ACC with only intracranial malformations combined.
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  • 文章类型: Journal Article
    背景:致病拷贝数变异(pCNVs)与胎儿超声异常有关,可以通过染色体微阵列分析(CMA)有效地鉴定。本研究的主要目的是使用CMA增强对表现出鼻骨缺失或发育不良的胎儿的基因型-表型相关性的理解。
    方法:本研究共纳入94例鼻骨缺失/发育不良的胎儿,将其分为孤立的鼻骨缺失/发育不良组(n=49)和非孤立组(n=45)。所有参加研究的孕妇都进行了核型分析和CMA,以评估胎儿的染色体异常。
    结果:所有病例均成功进行了核型分析和CMA检测。核型和CMA结果表明存在11例染色体非整倍性,其中21三体是最普遍的。通过核型分析检测到的小的多余标记染色体(sSMC)被CMA进一步解释为pCNV。此外,CMA检测引起3例pCNVs,尽管他们的核型分析结果正常。其中,1例罗氏易位病例被鉴定为15号染色体上的UPD,其中15三体比例较低。Further,在非分离和分离的缺失/发育不良鼻骨之间观察到pCNVs的检出率存在显着差异(24.44%vs.8.16%,p<.05)。
    结论:本研究提高了CMA在诊断胎儿鼻骨缺失或发育不良的病因中的实用性。Further,鼻骨缺失或发育不良的孤立病例强烈提示存在染色体异常,需要通过CMA进行遗传评估。
    BACKGROUND: Pathogenic copy number variants (pCNVs) are associated with fetal ultrasound anomalies, which can be efficiently identified through chromosomal microarray analysis (CMA). The primary objective of the present study was to enhance understanding of the genotype-phenotype correlation in fetuses exhibiting absent or hypoplastic nasal bones using CMA.
    METHODS: Enrolled in the present study were 94 cases of fetuses with absent/hypoplastic nasal bone, which were divided into an isolated absent/hypoplastic nasal bone group (n = 49) and a non-isolated group (n = 45). All pregnant women enrolled in the study underwent karyotype analysis and CMA to assess chromosomal abnormalities in the fetuses.
    RESULTS: Karyotype analysis and CMA detection were successfully performed in all cases. The results of karyotype and CMA indicate the presence of 11 cases of chromosome aneuploidy, with trisomy 21 being the most prevalent among them. A small supernumerary marker chromosome (sSMC) detected by karyotype analysis was further interpreted as a pCNV by CMA. Additionally, CMA detection elicited three cases of pCNVs, despite normal findings in their karyotype analysis results. Among them, one case of Roche translocation was identified to be a UPD in chromosome 15 with a low proportion of trisomy 15. Further, a significant difference in the detection rate of pCNVs was observed between non-isolated and isolated absent/hypoplastic nasal bone (24.44% vs. 8.16%, p < .05).
    CONCLUSIONS: The present study enhances the utility of CMA in diagnosing the etiology of absent or hypoplastic nasal bone in fetuses. Further, isolated cases of absent or hypoplastic nasal bone strongly suggest the presence of chromosomal abnormalities, necessitating genetic evaluation through CMA.
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