oligonucleotide microarray

  • 文章类型: Journal Article
    淋病奈瑟菌的抗菌素耐药性问题日益严重,因此需要开发适用于快速和大规模筛查的分子分型方案。本研究的目的是根据全球病原体种群数据设计和验证淋病奈瑟菌的微型MLST方案。使用PubMLST数据库中具有已知MLST的21,402个分离株的七个管家基因的序列,我们鉴定了18个提供信息的多态性,并获得了mini-MLST核苷酸谱来预测分离株的MLST.我们提出了一种新的基于mini-MLST谱的淋病奈瑟菌MLST分组系统。系统发育分析表明,MLST基因组是淋病奈瑟菌全球种群的稳定特征。拟议的分组系统已被证明可以将具有相似抗菌敏感性的分离株聚集在一起,主要基因组的特征证明了这一点。基于核苷酸谱的已建立的MLST预测算法现在是公开可用的。使用基于原始水凝胶DNA微阵列的MLST检测/预测方法评估小型MLST方案。结果证实了MLST基因组的高预测能力。拟议的淋球菌种群分析整体方法可用于连续监测已知和新出现的耐药淋病奈瑟菌分离株。
    The increasing problem of antimicrobial resistance in N. gonorrhoeae necessitates the development of molecular typing schemes that are suitable for rapid and mass screening. The objective of this study was to design and validate a mini-MLST scheme for N. gonorrhoeae based on global pathogen population data. Using sequences of seven housekeeping genes of 21,402 isolates with known MLSTs from the PubMLST database, we identified eighteen informative polymorphisms and obtained mini-MLST nucleotide profiles to predict MLSTs of isolates. We proposed a new MLST grouping system for N. gonorrhoeae based on mini-MLST profiles. Phylogenetic analysis revealed that MLST genogroups are a stable characteristic of the N. gonorrhoeae global population. The proposed grouping system has been shown to bring together isolates with similar antimicrobial susceptibility, as demonstrated by the characteristics of major genogroups. Established MLST prediction algorithms based on nucleotide profiles are now publicly available. The mini-MLST scheme was evaluated using a MLST detection/prediction method based on the original hydrogel DNA microarray. The results confirmed a high predictive ability up to the MLST genogroup. The proposed holistic approach to gonococcal population analysis can be used for the continuous surveillance of known and emerging resistant N. gonorrhoeae isolates.
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  • 文章类型: Journal Article
    背景:年龄相关性黄斑变性(AMD)是60岁以上人群视力丧失的主要原因。尽管有研究,AMD的病因尚不清楚。已知基质金属蛋白酶(MMPs)及其组织抑制剂(TIMPs)参与AMD的发展,和抗血管内皮生长因子疗法彻底改变了其治疗方法。本研究旨在分析新生血管性AMD患者在三种剂量雷珠单抗治疗前后MMPs和TIMPS基因表达的变化。
    方法:本研究涉及29例接受雷珠单抗治疗的新生血管性AMD患者。在治疗前和第三次雷珠单抗给药后24小时收集外周血单核细胞。我们通过寡核苷酸微阵列评估MMP和TIMP基因表达谱,并使用RT-qPCR验证选定的差异基因。
    结果:使用寡核苷酸微阵列观察到六个MMP和TIMP相关基因表达的统计学显着变化。两个基因的mRNA水平变化最显著,然后使用RT-qPCR定量MMP15和TIMP2。结果证实了MMP15表达的统计学显着增加和TIMP2水平的降低,尽管这一变化在第三剂雷珠单抗之前和之后的组中没有统计学意义。
    结论:雷珠单抗影响新生血管性AMD患者MMP和TIMP相关基因的全身表达。我们的探索性研究结果表明,特别是MMP15,可能在治疗反应中发挥作用,但需要进一步的研究。
    BACKGROUND: Age-related macular degeneration (AMD) is the leading cause of vision loss in people over 60 years of age. Despite research, the causes of AMD remain unclear. Matrix metalloproteinases (MMPs) and their tissue inhibitors (TIMPs) are known to be involved in AMD development, and anti-vascular endothelial growth factor therapy has revolutionized its treatment. This study aims to analyze the changes in gene expression in MMPs and TIMPS in patients with neovascular AMD before and after three doses of ranibizumab.
    METHODS: The study involved 29 patients with neovascular AMD treated with ranibizumab. Peripheral blood mononuclear cells were collected before treatment and 24 h after the third dose of ranibizumab. We assessed MMP and TIMP gene expression profiles through oligonucleotide microarrays and validated selected differential genes using RT-qPCR.
    RESULTS: A statistically significant change in the expression of six MMP- and TIMP-related genes was observed using oligonucleotide microarray. The mRNA levels of the two genes with the most significant fold changes, MMP15 and TIMP2, were then quantified using RT-qPCR. The results confirmed a statistically significant increase in MMP15 expression and a decrease in TIMP2 levels, although this change was not statistically significant in the group before and after the third dose of ranibizumab.
    CONCLUSIONS: Ranibizumab affects the systemic expression of MMP and TIMP-related genes in patients with neovascular AMD. Results from our exploratory study suggest that MMP15, in particular, may play a role in the treatment response, but further research is necessary.
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  • 文章类型: Journal Article
    视网膜色素上皮(RPE)是一种特殊的结构,对正确的视力至关重要,不断受到氧化损伤。随着年龄的增长,这种损伤在RPE细胞内积累,引起各种疾病,包括年龄相关性黄斑变性(AMD)。许多抗氧化物质被用来防止人类的这一过程,包括叶黄素.这项研究旨在确定暴露于叶黄素的衰老人类视网膜色素上皮细胞系ARPE-19中焦亡基因表达模式的差异。通过寡核苷酸微阵列评估焦亡相关基因表达的变化,并通过实时RT-qPCR对结果进行了验证。微阵列分析显示7种转录物在H2O2处理的细胞与对照中以及在叶黄素/H2O2处理的细胞中与H2O2处理的细胞中差异表达(FC>2.0)。根据使用的叶黄素,H2O2或ARPE-19细胞的共同处理,TXNIP表达差异有统计学意义,CXCL8、BAX、和CASP1基因通过RT-qPCR证实(p<0.05)。STRING数据库分析显示,由所分析的基因编码的蛋白质形成强的相互作用网络(p<0.001)。这些数据表明,叶黄素调节焦亡相关基因的表达水平,这可能有助于将来开发新的方法来防止焦亡途径的激活。
    Retinal pigment epithelium (RPE) is a specialized structure essential for proper vision, which is constantly exposed to oxidative damage. With aging, this damage accumulates within the RPE cells, causing various diseases, including age-related macular degeneration (AMD). Numerous antioxidant substances are used to prevent this process in humans, including lutein. This study aims to determine the differences in the expression patterns of pyroptosis genes in senescent human retinal pigment epithelial cell line ARPE-19 exposed to lutein. Changes in the expression of pyroptosis-related genes were assessed by oligonucleotide microarrays, and the results were validated by real-time RT-qPCR. The microarray analysis showed seven transcripts were differentially expressed both in the H2O2-treated cells versus the controls and in the lutein/H2O2-treated cells compared to the H2O2-treated cells (FC > 2.0). Depending on the used lutein, H2O2, or co-treatment of ARPE-19 cells, statistically significant differences in the expression of TXNIP, CXCL8, BAX, and CASP1 genes were confirmed by the RT-qPCR (p < 0.05). A STRING database analysis showed that the proteins encoded by the analyzed genes form a strong interaction network (p < 0.001). These data indicate that lutein modulates the expression level of pyroptosis-related genes, which may be useful for the development of new methods preventing pyroptosis pathway activation in the future.
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  • 文章类型: Journal Article
    Mass spawning in fish culture often brings about a marked variance in family size, which can cause a reduction in effective population sizes in seed production for stock enhancement. This study reports an example of combined pedigree information and gene expression phenotypes to understand differential family survival mechanisms in early stages of Pacific bluefin tuna, Thunnus orientalis, in a mass culture tank. Initially, parentage was determined using the partial mitochondrial DNA control region sequence and 11 microsatellite loci at 1, 10, 15, and 40 days post-hatch (DPH). A dramatic proportional change in the families was observed at around 15 DPH; therefore, transcriptome analysis was conducted for the 15 DPH larvae using a previously developed oligonucleotide microarray. This analysis successfully addressed the family-specific gene expression phenotypes with 5739 differentially expressed genes and highlighted the importance of expression levels of gastric-function-related genes at the developmental stage for subsequent survival. This strategy demonstrated herein can be broadly applicable to species of interest in aquaculture to comprehend the molecular mechanism of parental effects on offspring survival, which will contribute to the optimization of breeding technologies.
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  • 文章类型: Journal Article
    A multiplex assay based on a low-density hydrogel microarray was developed to identify genomic substitutions in N. gonorrhoeae that determine resistance to the currently recommended treatment agents ceftriaxone and azithromycin and the previously used drugs penicillin, tetracycline, and ciprofloxacin. The microarray identifies 74 drug resistance determinants in the N. gonorrhoeae penA, ponA, porB, gyrA, parC, rpsJ, mtrR, blaTEM, tetM, and 23S rRNA genes. The hydrogel elements were formed by automated dispensing of nanoliter-volume droplets followed by UV-induced copolymerization of NH2-containing oligonucleotides with gel-forming monomers. Polybutylene terephthalate plates without special modifications were used as microarray substrates. Sequences and concentrations of immobilized oligonucleotides, gel composition, and hybridization conditions were carefully selected, and the median discrimination ratio ranged from 2.8 to 29.4, allowing unambiguous identification of single-nucleotide substitutions. The mutation identification results in a control sample of 180 N. gonorrhoeae isolates were completely consistent with the Sanger sequencing results. In total, 648 clinical N. gonorrhoeae isolates obtained in Russia during the last 5 years were analyzed and genotyped using these microarrays. The results allowed us to draw conclusions about the present situation with antimicrobial susceptibility of N. gonorrhoeae in Russia and demonstrated the possibility of using hydrogel microarrays to control the spread of antibiotic resistance.
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  • 文章类型: Journal Article
    Breast cancer intrinsic subtypes have been identified based on the transcription of a predefined gene expression (GE) profiles and algorithm (prediction analysis of microarray 50 gene set, PAM50). The present study compared molecular subtyping with oligonucleotide microarray and NanoString nCounter assay. A total of 109 Taiwanese breast cancers (24 with adjacent normal breast tissues) were assayed with Affymetrix Human Genome U133 plus 2.0 microarrays and 144 were assayed with the NanoString nCounter while 64 patients were assayed for both platforms. Subtyping with the nearest centroid (single sample prediction (SSP)) was performed, and 16 out of 24 (67%) matched normal breasts were categorized as the normal breast-like subtype. For 64 breast cancers assayed for both platforms, 41 (65%, one unclassified by microarray) were predicted with an identical subtype, resulting in a fair κ statistic of 0.60. Taking nCounter subtyping as the gold standard, prediction accuracy was 43% (3/7), 81% (13/16), 25% (5/20), and 100% (20/20) for basal-like, human epidermal growth factor receptor II (HER2)-enriched, luminal A and luminal B subtypes predicted from microarray GE profiles. Microarray identified more luminal B cases from luminal A subtype predicted by nCounter. It is not uncommon to use microarray for breast cancer molecular subtyping for research. Our study showed that fundamental discrepancy existed between distinct GE assays, and cross-platform equivalence should be carefully appraised when molecular subtyping was conducted with oligonucleotide microarray.
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  • 文章类型: Journal Article
    背景:尽管RNAseq越来越多地用于转录组分析,微阵列仍然是基因组研究中广泛使用的方法.最新一代的Affymetrix/Thermo-Fisher微阵列,ClariomD/XTA和ClariomS数组,为复杂转录组表达分析提供了一种灵敏、简便的方法。然而,这些高密度阵列的现有分析方法没有利用具有代表每个基因/外显子的多个寡核苷酸所包含的统计能力,而是对单个表达式值进行总结。我们以前开发了一种方法,Score算法,用于用寡核苷酸微阵列在处理和对照样品之间的差异表达基因(DEGs)的探针水平鉴定。通过与现有方法的比较,验证了Sscore算法对DEG的灵敏检测。然而,Sscore算法的先前版本和基于R的实现软件,score,由于微阵列设计的变化消除了以前用于估计非特异性结合的探针,因此在最新一代的Affymetrix/Fisher微阵列中不起作用。
    结果:这里我们描述GCSscore算法,其利用给定寡核苷酸探针的GC含量来使用在新一代阵列上发现的反基因组背景探针估计非特异性结合。我们在改进的GCSscoreR包中实现了该算法,用于分析现代寡核苷酸微阵列。GCSscore有多种方法将ClariomD/XTA芯片上的单个探针分组,为用户提供基因水平和外显子水平的差异表达分析。通过利用直接探针水平的强度,GCSscore算法能够在严格的统计标准下检测所有基于Clariom的阵列的DEGs.我们证明,对于较旧的3'-IVT阵列,与原始Sscore方法相比,GCSscore产生了非常相似的差异基因表达分析结果。然而,GCSscore对于ClariomS和ClariomD/XTA较新的微阵列都具有良好的功能,并且在确定的DEG数量和同源生物学功能方面优于现有的分析方法。这对于高度复杂的基于ClariomD/XTA的阵列的分析尤其引人注目。
    结论:GCSscore软件包代表了用于分析最新一代寡核苷酸微阵列的强大新应用,例如由Affymetrix/Fisher生产的ClariomS和ClariomD/XTA阵列。
    BACKGROUND: Despite the increasing use of RNAseq for transcriptome analysis, microarrays remain a widely-used methodology for genomic studies. The latest generation of Affymetrix/Thermo-Fisher microarrays, the ClariomD/XTA and ClariomS array, provide a sensitive and facile method for complex transcriptome expression analysis. However, existing methods of analysis for these high-density arrays do not leverage the statistical power contained in having multiple oligonucleotides representing each gene/exon, but rather summarize probes into a single expression value. We previously developed a methodology, the Sscore algorithm, for probe-level identification of differentially expressed genes (DEGs) between treatment and control samples with oligonucleotide microarrays. The Sscore algorithm was validated for sensitive detection of DEGs by comparison with existing methods. However, the prior version of the Sscore algorithm and a R-based implementation software, sscore, do not function with the latest generations of Affymetrix/Fisher microarrays due to changes in microarray design that eliminated probes previously used for estimation of non-specific binding.
    RESULTS: Here we describe the GCSscore algorithm, which utilizes the GC-content of a given oligonucleotide probe to estimate non-specific binding using antigenomic background probes found on new generations of arrays. We implemented this algorithm in an improved GCSscore R package for analysis of modern oligonucleotide microarrays. GCSscore has multiple methods for grouping individual probes on the ClariomD/XTA chips, providing the user with differential expression analysis at the gene-level and the exon-level. By utilizing the direct probe-level intensities, the GCSscore algorithm was able to detect DEGs under stringent statistical criteria for all Clariom-based arrays. We demonstrate that for older 3\'-IVT arrays, GCSscore produced very similar differential gene expression analysis results compared to the original Sscore method. However, GCSscore functioned well for both the ClariomS and ClariomD/XTA newer microarrays and outperformed existing analysis approaches insofar as the number of DEGs and cognate biological functions identified. This was particularly striking for analysis of the highly complex ClariomD/XTA based arrays.
    CONCLUSIONS: The GCSscore package represents a powerful new application for analysis of the newest generation of oligonucleotide microarrays such as the ClariomS and ClariomD/XTA arrays produced by Affymetrix/Fisher.
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  • 文章类型: Journal Article
    The first immunosuppressive drug - cyclosporine A (CsA) has many unquestioned merits in maintaining organ transplants in patients, as well as, in the treatment of many inflammatory diseases, also associated with cutaneous manifestations. The main task of this drug is to suppress the inflammatory response at the sites of action, which is not well known.
    The objective of this study was to evaluate the influence of CsA in therapeutic concentration on the expression of genes associated with the inflammatory response pathway in normal human dermal fibroblasts (NHDF; CC-2511), and this study attempted to determine the mechanism of its action.
    The cytotoxicity MTT test was performed. The expression of the inflammatory response pathway genes was determined using HG-U133A_2.0 oligonucleotide microarrays. Statistical analysis was performed by GeneSpring 13.0 software using the PL-Grid platform.
    Among the 5,300 mRNA, only 573 were changed significantly in response to CsA compared to the control fibroblasts (P≤0.05). CsA inhibited the expression of most genes associated with the inflammatory response in NHDFs. There were only 19 genes with a fold change (FC) lower than -2.0, among which EGR1, FOS, PBK, CDK1 and TOP2A had the lowest expression, as did CXCL2 which can directly impact inflammation. Furthermore, ZNF451 was strongly induced, and COL1A1, COL3A1, IL33, TNFRSFs were weakly up-regulated (FC lower than 2.0).
    The CsA in therapeutic concentration influences the genes linked to the inflammatory response (in the transcriptional level) in human dermal fibroblasts. The findings suggest that the potential mechanism of CsA action in this concentration and on these genes can be associated with a profibrotic and proapoptotic, and genotoxic effects.
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  • 文章类型: Journal Article
    设计了60聚体寡核苷酸微阵列,并将其应用于SARS(严重急性呼吸道综合症)冠状病毒的检测。设计了30个60mer特异性寡核苷酸来覆盖第一个提交的冠状病毒株的整个基因组,根据TOR2的顺序(GENEBANK登入:AY274119)。合成这些引物并将其打印到具有12×12点的微阵列中。从SARS患者的咽拭子和漱口液中提取RNA,并将其逆转录为双链cDNA。通过限制性展示(RD)技术将cDNA制备为限制性cDNA片段,并用Cy5通用引物通过PCR标记。然后将标记的样品应用于寡核苷酸微阵列进行杂交。在洗涤和扫描步骤之后评估微阵列的诊断能力。扫描结果显示,SARS患者的样本与微阵列上的多个SARS探针杂交,阴性和空白对照没有信号。这些结果表明,通过60mer寡核苷酸微阵列可以平行检测SARS冠状病毒的基因组,这可以提高诊断的阳性率。寡核苷酸微阵列还可用于监测病毒基因在疾病状态的不同阶段的行为。
    The 60mer oligonucleotide microarray was designed and applied to detecting of SARS (severe acute respiratory syndrome) coronavirus. Thirty 60mer specific oligos were designed to cover the whole genome of the first submitted coronavirus strain, according to the sequence of TOR2 (GENEBANK Accession: AY274119). These primers were synthesized and printed into a microarray with 12 ×12 spots. RNAs were extracted from the throat swab and gargling fluid of SARS patients and reverse-transcripted into the double strand cDNAs. The cDNAs were prepared as restricted cDNA fragments by the restriction display (RD) technique and labeled by PCR with the Cy5-universal primer. The labeled samples were then applied to the oligo microarray for hybridization. The diagnostic capability of the microarray was evaluated after the washing and scanning steps. The scanning result showed that samples of SARS patients were hybridized with multiple SARS probes on the microarray, and there is no signal on the negative and blank controls. These results indicate that the genome of SARS coronavirus can be detected in parallel by the 60mer oligonucleotide microarray, which can improve the positive ratio of the diagnosis. The oligo microarray can also be used for monitoring the behavior of the virus genes in different stages of the disease status.
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  • 文章类型: Journal Article
    Background: Leukemic B-cell precursor (BCP) lymphoblasts were identified as a novel expression site for coagulation factor XIII subunit A (FXIII-A). Flow cytometry (FC) revealed three distinct expression patterns, i.e., FXIII-A negative, FXIII-A dim, and FXIII-A bright subgroups. The FXIII-A negative subgroup was significantly associated with the \"B-other\" genetic category and had an unfavorable disease outcome. Methods: RNA was extracted from bone marrow lymphoblasts of 42 pediatric patients with BCP-acute lymphoblastic leukemia (ALL). FXIII-A expression was determined by multiparameter FC. Genetic diagnosis was based on conventional cytogenetic method and fluorescence in situ hybridization. Affymetrix GeneChip Human Primeview array was used to analyze global expression pattern of 28,869 well-annotated genes. Microarray data were analyzed by Genespring GX14.9.1 software. Gene Ontology analysis was performed using Cytoscape 3.4.0 software with ClueGO application. Selected differentially expressed genes were validated by RT-Q-PCR. Results: We demonstrated, for the first time, the general expression of F13A1 gene in pediatric BCP-ALL samples. The intensity of F13A1 expression corresponded to the FXIII-A protein expression subgroups which defined three characteristic and distinct gene expression signatures detected by Affymetrix oligonucleotide microarrays. Relative gene expression intensity of ANGPTL2, EHMT1 FOXO1, HAP1, NUCKS1, NUP43, PIK3CG, RAPGEF5, SEMA6A, SPIN1, TRH, and WASF2 followed the pattern of change in the intensity of the expression of the F13A1 gene. Common enhancer elements of these genes revealed by in silico analysis suggest that common transcription factors may regulate the expression of these genes in a similar fashion. PLAC8 was downregulated in the FXIII-A bright subgroup. Gene expression signature of the FXIII-A negative subgroup showed an overlap with the signature of \"B-other\" samples. DFFA, GIGYF1, GIGYF2, and INTS3 were upregulated and CD3G was downregulated in the \"B-other\" subgroup. Validated genes proved biologically and clinically relevant. We described differential expression of genes not shown previously to be associated with pediatric BCP-ALL. Conclusions: Gene expression signature according to FXIII-A protein expression status defined three novel subgroups of pediatric BCP-ALL. Multiparameter FC appears to be an easy-to-use and affordable method to help in selecting FXIII-A negative patients who require a more elaborate and expensive molecular genetic investigation to design precision treatment.
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