Gene expression

基因表达
  • 文章类型: Journal Article
    背景:本研究旨在探讨kisspeptin(KISS1)水平对前置胎盘病因的潜在影响,用于早期妊娠诊断。
    方法:该研究包括20名被诊断为前置胎盘的孕妇和20名在2021年至2022年间正常妊娠的孕妇。通过生化分析测定血浆KISS1水平,而遗传分析评估KISS1和KISS1受体基因表达水平。采用免疫组织化学方法测定胎盘KISS1水平。
    结果:血清中KISS1浓度的评估显示,与对照组相比,前置胎盘组明显降低(P<0.001)。前置胎盘组KISS1基因表达水平下降0.043倍(P<.001)。此外,在前置胎盘组中,KISS1受体基因表达水平增加了170倍.
    结论:生化结果,免疫组织化学,遗传分析一致表明,前置胎盘患者的KISS1表达显着降低。这些发现表明KISS1水平降低与前置胎盘的发生之间存在潜在联系。KISS1可能在前置胎盘的病因中起关键作用。血管生成的详细研究,应进行细胞迁移和组织建模以了解可能的机制。
    BACKGROUND: This study aimed to explore the potential influence of kisspeptin (KISS1) levels on the etiology of placenta previa for early pregnancy diagnosis.
    METHODS: The study included 20 pregnant women diagnosed with placenta previa and 20 pregnant woman with normal pregnancies between 2021 and 2022. Plasma KISS1 levels were determined through biochemical analysis, while genetic analysis assessed KISS1 and KISS1 receptor gene expression levels. Immunohistochemical methods were employed to determine placenta KISS1 levels.
    RESULTS: The evaluation of KISS1 concentration in serum revealed a significant decrease in the placenta previa group compared to the control group (P < .001). KISS1 gene expression level 0.043-fold decreased in the placenta previa group (P < .001). Furthermore, the KISS1 receptor gene expression level increased 170-fold in the placenta previa group.
    CONCLUSIONS: Results from biochemical, immunohistochemical, and genetic analyses consistently indicated significantly reduced KISS1 expression in patients with placenta previa. These findings suggest a potential link between diminished KISS1 levels and the occurrence of placenta previa. KISS1 may play a critical role in the etiology of placenta previa. Detailed studies on angiogenesis, cell migration and tissue modeling should be conducted to understand possible mechanisms.
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  • 文章类型: Journal Article
    背景:在哮喘患者的纵向临床结果的背景下,与临床生物标志物相比,基因表达可以提供不同的信息。
    目的:本研究通过对急性加重12个月的随访,研究了T2炎症通路中上游细胞因子(IL-25、IL-33和TSLP)和下游细胞因子(IL-5、IL-4和IL-13)的基因表达水平之间的关联,肺功能,和类固醇的使用。
    方法:对来自279名成人哮喘患者的外周血单核细胞进行转录组测序分析。使用生存分析和线性混合效应模型来研究高水平和低水平基因表达组和临床结果之间的潜在差异。分别对上游进行分析,下游,和所有6种细胞因子。
    结果:一般来说,T2炎性细胞因子基因表达与血嗜酸性粒细胞计数(均r<0.1)和临床结局呈弱相关性。在中度至重度嗜酸性粒细胞哮喘(MSEA)患者中,与基因表达较低的患者相比,下游细胞因子水平升高的患者出现首次加重时间的风险增加(p=0.044),并且随着时间的推移,吸入性皮质类固醇使用量增加更多(p=0.002).在MSEA患者中,基线T2炎性细胞因子基因表达与肺功能随时间的纵向变化之间没有关联。
    结论:这些发现表明,在MSEA患者中,T2炎症通路下游细胞因子的基因表达水平可作为哮喘分型的指标.
    BACKGROUND: Gene expression can provide distinct information compared to clinical biomarkers in the context of longitudinal clinical outcomes in asthma patients.
    OBJECTIVE: This study examined the association between the gene expression levels of upstream (IL-25, IL-33, and TSLP) and downstream cytokines (IL-5, IL-4, and IL-13) in the T2 inflammatory pathway with a 12-month follow-up of exacerbation, lung function, and steroid use.
    METHODS: Transcriptomic sequencing analysis was performed on peripheral blood mononuclear cells from 279 adult asthmatics. Survival analysis and linear mixed-effect models were used to investigate potential differences between the high-level and low-level gene expression groups and the clinical outcomes. Analysis was performed separately for the upstream, downstream, and all 6 cytokines.
    RESULTS: In general, T2 inflammatory cytokine gene expression showed a weak correlation with blood eosinophil counts (all r < 0.1) and clinical outcomes. Among moderate-to-severe eosinophilic asthma (MSEA) patients, individuals with elevated levels of downstream cytokines were at increased risk of time-to-first exacerbation (p = 0.044) and a greater increase of inhaled corticosteroid use over time (p = 0.002) compared to those with lower gene expression. There was no association between baseline T2 inflammatory cytokine gene expression and the longitudinal changes in lung function over time among MSEA patients.
    CONCLUSIONS: These findings suggest that, among MSEA patients, the gene expression levels of downstream cytokines in the T2 inflammatory pathway may serve as indicators for endotyping asthma.
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  • 文章类型: Journal Article
    子宫内膜癌(EC)是一种典型的妇科恶性肿瘤,每年发生频率更高。肥胖是EC发展及其预后的重要因素。脂质代谢与恶性肿瘤有着悠长的关联史。三磷酸腺苷结合盒蛋白A1(ABCA1)缺乏使胆固醇水平升高成为可能,最终促进癌细胞存活。这项研究的目的是检查EC患者的ABCA1基因表达水平。ABCA1与发生的关系,programming,本文讨论了EC的预后,并将其作为一种潜在的机制。
    本研究回顾性纳入45例子宫内膜腺癌患者的样本,并将其进一步分为1级(15),二级(15)3级(15)肿瘤,对照组。29个未确诊子宫内膜癌的子宫内膜组织构成对照组。使用实时聚合酶链反应检查ABCA1基因表达。
    根据结果,患者组的基因表达高于对照组。获得了具有统计学意义的结果。在分析了数据之后,结果发现,患者组普遍高于对照组(p<0.05),并且患者组的等级存在差异(p<0.05)。当分别比较分级组和对照组的ABCA1表达时,发现1级,2级和3级与对照组之间存在差异(p=0.0001)。
    根据我们的研究结果,EC肿瘤生长的一个关键因素是ABCA1减少引起的胆固醇产生增加.
    UNASSIGNED: Endometrial carcinoma (EC) is a typical gynecological malignant tumor that occurs more frequently every year. Obesity is a significant contributor to the development of EC and its prognosis. Lipid metabolism and malignant tumors have a long history of association. Elevated cholesterol levels are made possible by adenosine triphosphate-binding cassette protein A1 (ABCA1) deficiency, which eventually promotes cancer cell survival. The aim of this study was to examine at the ABCA1 gene expression levels in EC patients. The relationship between ABCA1 and the occurrence, progression, and prognosis of EC is discussed in this article as a potential mechanism.
    UNASSIGNED: The samples of 45 endometrial adenocarcinoma patients were retrospectively included in this study and they were further divided into Grade 1 (15), Grade 2 (15), Grade 3 (15) tumors, control group. Twenty-nine endometrial tissues without a confirmed diagnosis of endometrial cancer made up the control group. ABCA1 gene expression was examined using real-time polymerase chain reaction.
    UNASSIGNED: According to the results, the gene expressions of the patient group were higher than the control group When each Grade was compared with the control group, statistically significant results were obtained. After analyzing the data, it was found that the patient group was generally higher than the control group (p < 0.05) and there were differences in the grades of the patient group (p < 0.05). When the ABCA1 expressions of the grade groups and control groups were compared separately, a difference was found between Grade 1, Grade 2 and Grade 3 and the control group (p= 0.0001).
    UNASSIGNED: According to the findings of our study, a key component in the growth of EC tumors is the increase in cholesterol production caused by a reduction in ABCA1.
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  • 文章类型: Journal Article
    白内障是全球老年人失明的主要原因。双胞胎和家族研究支持遗传因素在白内障易感性中的重要作用,遗传率估计高达58%。迄今为止,通过全基因组关联研究(GWAS)已经确定了55个白内障基因座,然而,还有很多工作要确定因果基因。这里,我们对白内障进行了全转录组关联研究(TWAS),以确定致病基因的优先级并鉴定新基因,并检查他们表达的影响。
    我们使用FUSION软件进行了组织特异性和多组织TWAS分析,以评估来自54个组织(包括来自基因型组织表达(GTEx)项目v8的49个)的估算基因表达与白内障之间的关联。Meta分析了59,944例白内障病例和478,571例对照的GWAS汇总统计数据,使用所有欧洲血统和两个队列(GERA和UKBiobank).然后,我们使用iSyTE数据库检查了晶状体组织中新基因的表达。
    跨组织特异性和多组织分析,我们确定了99个基因,这些基因预测的基因表达在校正多项检测后与白内障相关.在这99个基因中,20(AC007773.1,ANKH,ASIP,ATP13A2,CAPZB,CEP95,COQ6,CREB1,CROCC,DDX5,EFEMP1,EIF2S2,ESRRB,GOSR2HERC4INSRR,NIPSNAP2,PICALM,SENP3和SH3YL1)与先前报道的白内障相关基因座不重叠。组织特异性分析确定了202个明显的白内障基因-组织关联,其中166人(82.2%),代表9个独特的基因,归因于先前报道的11q13.3基因座。组织富集分析显示,胃肠组织代表了Bonferroni显着的基因-组织关联的最高比例之一(21.3%)。此外,这种胃肠道组织类型是我们结果中唯一显着丰富的解剖类别,在校正每个参考组的组织供体数量和可估算基因后。最后,大多数新的白内障基因(例如,Capzb)在iSyTE晶状体数据中稳健表达。
    我们的结果提供了证据,证明了基于归因的TWAS方法可用于表征已知的GWAS风险位点,并鉴定可能增加我们对白内障病因的理解的新候选基因。我们的发现还强调了与白内障易感性相关的基因的表达不一定限于晶状体组织的事实。
    UNASSIGNED: Cataract is the leading cause of blindness among the elderly worldwide. Twin and family studies support an important role for genetic factors in cataract susceptibility with heritability estimates up to 58%. To date, 55 loci for cataract have been identified by genome-wide association studies (GWAS), however, much work remains to identify the causal genes. Here, we conducted a transcriptome-wide association study (TWAS) of cataract to prioritize causal genes and identify novel ones, and examine the impact of their expression.
    UNASSIGNED: We performed tissue-specific and multi-tissue TWAS analyses to assess associations between imputed gene expression from 54 tissues (including 49 from the Genotype Tissue Expression (GTEx) Project v8) with cataract using FUSION software. Meta-analyzed GWAS summary statistics from 59,944 cataract cases and 478,571 controls, all of European ancestry and from two cohorts (GERA and UK Biobank) were used. We then examined the expression of the novel genes in the lens tissue using the iSyTE database.
    UNASSIGNED: Across tissue-specific and multi-tissue analyses, we identified 99 genes for which genetically predicted gene expression was associated with cataract after correcting for multiple testing. Of these 99 genes, 20 (AC007773.1, ANKH, ASIP, ATP13A2, CAPZB, CEP95, COQ6, CREB1, CROCC, DDX5, EFEMP1, EIF2S2, ESRRB, GOSR2, HERC4, INSRR, NIPSNAP2, PICALM, SENP3, and SH3YL1) did not overlap with previously reported cataract-associated loci. Tissue-specific analysis identified 202 significant gene-tissue associations for cataract, of which 166 (82.2%), representing 9 unique genes, were attributed to the previously reported 11q13.3 locus. Tissue-enrichment analysis revealed that gastrointestinal tissues represented one of the highest proportions of the Bonferroni-significant gene-tissue associations (21.3%). Moreover, this gastrointestinal tissue type was the only anatomical category significantly enriched in our results, after correcting for the number of tissue donors and imputable genes for each reference panel. Finally, most of the novel cataract genes (e.g., Capzb) were robustly expressed in iSyTE lens data.
    UNASSIGNED: Our results provide evidence of the utility of imputation-based TWAS approaches to characterize known GWAS risk loci and identify novel candidate genes that may increase our understanding of cataract etiology. Our findings also highlight the fact that expression of genes associated with cataract susceptibility is not necessarily restricted to lens tissue.
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  • 文章类型: Journal Article
    牙龈炎是牙龈的炎症,是通过核因子-κB(NF-κB)的活性引起牙周病发展的最初原因,白细胞介素-1β(IL-1β),白细胞介素-6(IL-6),p38和肿瘤坏死因子-α(TNF-α)。未解决的慢性炎症可导致身体其他部位的持续紊乱。巴西林是一种天然存在的植物化学物质,可能具有抗菌和抗炎作用。基于天然植物化合物的处理,巴西林,以易于应用的局部乳膏的形式开发。
    目的是通过免疫组织化学(IHC)方法开发局部乳膏形式的天然化合物brazilin作为抗炎剂,以减少NF-κB的表达,和促炎基因IL-1β的表达,IL-6、p38和TNF-α。
    用牙龈卟啉单胞菌诱导雄性Sprague-Dawley大鼠牙龈炎。观察组包括用单次施用巴西林膏治疗的大鼠和用两次施用巴西林膏治疗的大鼠。治疗施用15天。在第3、6、9、12和15天,使用苏木精-伊红和Masson三色染色进行解剖伤口观察和伤口组织学。使用IHC方法分析NF-κB蛋白表达。牙龈炎症基因NF-κB的表达,IL-1β,使用q-RTPCR测量IL-6、p38和TNF-α。
    单双应用brazilin乳膏可增加血管生成并降低NF-κB蛋白表达,除了IL-1β,IL-6、p38和TNF-α基因表达。
    在大鼠牙龈炎模型中,Brazilin乳膏可以在牙龈组织中用作抗炎剂。
    UNASSIGNED: Gingivitis is an inflammation of the gums that is the initial cause of the development of periodontal disease by the activity of Nuclear Factor-kappa B (NF-κB), Interleukin-1β (IL-1β), Interleukin-6 (IL-6), p38, and Tumor Necrosis Factor-α (TNF-α). Unaddressed chronic inflammation can lead to persistent disturbances in other parts of the body. Brazilin is a naturally occurring plant chemical that may have antibacterial and anti-inflammatory effects. Treatment based on the natural plant compound, brazilin, is developed in the form of a topical cream for easy application.
    UNASSIGNED: The aim is to develop the natural compound brazilin in the form of a topical cream as an anti-inflammatory agent to reduce NF-κB expression through Imunohistochemistry (IHC) methods, and the expression of pro-inflammatory genes IL-1β, IL-6, p38, and TNF-α.
    UNASSIGNED: Male Sprague-Dawley rats were induced with gingivitis using P. gingivalis bacteria. The observed groups included rats treated with a single application of brazilin cream and rats treated with two applications of brazilin cream. The treatment was administered for 15 days. On days 3, 6, 9, 12, and 15, anatomical wound observations and wound histology using hematoxylin-eosin and Masson\'s Trichrome staining were performed. NF-κB protein expression was analyzed using the IHC method. Gingival inflammation gene expression of NF-κB, IL-1β, IL-6, p38, and TNF-α was measured using q-RTPCR.
    UNASSIGNED: Single and double applications of brazilin cream increased angiogenesis and decreased NF-κB protein expression, in addition to the IL-1β, IL-6, p38, and TNF-α gene expressions.
    UNASSIGNED: In a rat gingivitis model, Brazilin cream may function as an anti-inflammatory agent in the gingival tissue.
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  • 文章类型: Journal Article
    背景:桃中的花负荷是最终果实质量的重要决定因素,并且受到具有成本效益的农艺实践的影响,比如变薄,精细平衡树内的汇-源关系,并驱动最佳量的同化物的果实。桃芽中的花转变是由于特定环境信号的整合而发生的,比如光和温度,进入诱导分生组织从营养生长到生殖生长的内源性途径。不同玩家的串扰和融合,比如基因和荷尔蒙,仍然部分未知。在目前的研究中,转录组学和激素谱分析应用于不同发育阶段的芽样品。赤霉素处理被用作识别花转变的不同阶段的工具,并在抑制花转变方面表征芽对赤霉素的敏感性。
    结果:用赤霉素处理显示出不同的功效,并指出了最大抑制桃芽中花过渡的时间范围。上下文中,APETALA1基因表达被证明是控制该过程的赤霉素功效的可靠标记。RNA-Seq转录组学分析允许鉴定处理ROS的特定基因,细胞周期,T6P,花卉诱导控制和其他过程,这与芽对赤霉素的敏感性相关,并且可能在其向生殖阶段过渡期间参与芽的发育。转录组数据与芽中主要生物活性激素的定量相结合,可以确定桃花过渡的主要激素调节剂,内源性赤霉素和细胞分裂素起关键作用。
    结论:桃芽经历不同程度的赤霉素抑制的接受性。具有最大反应性的阶段对应于转录和激素的十字路口,涉及开花抑制剂和诱导剂。内源性赤霉素水平仅在最新的发育阶段增加,当花卉过渡已经部分实现时,芽对外源处理不太敏感。生理模型总结了主要发现,并提出了新的研究思路,以提高我们对桃花过渡的认识。
    BACKGROUND: Flower load in peach is an important determinant of final fruit quality and is subjected to cost-effective agronomical practices, such as the thinning, to finely balance the sink-source relationships within the tree and drive the optimal amount of assimilates to the fruits. Floral transition in peach buds occurs as a result of the integration of specific environmental signals, such as light and temperature, into the endogenous pathways that induce the meristem to pass from vegetative to reproductive growth. The cross talk and integration of the different players, such as the genes and the hormones, are still partially unknown. In the present research, transcriptomics and hormone profiling were applied on bud samples at different developmental stages. A gibberellin treatment was used as a tool to identify the different phases of floral transition and characterize the bud sensitivity to gibberellins in terms of inhibition of floral transition.
    RESULTS: Treatments with gibberellins showed different efficacies and pointed out a timeframe of maximum inhibition of floral transition in peach buds. Contextually, APETALA1 gene expression was shown to be a reliable marker of gibberellin efficacy in controlling this process. RNA-Seq transcriptomic analyses allowed to identify specific genes dealing with ROS, cell cycle, T6P, floral induction control and other processes, which are correlated with the bud sensitivity to gibberellins and possibly involved in bud development during its transition to the reproductive stage. Transcriptomic data integrated with the quantification of the main bioactive hormones in the bud allowed to identify the main hormonal regulators of floral transition in peach, with a pivotal role played by endogenous gibberellins and cytokinins.
    CONCLUSIONS: The peach bud undergoes different levels of receptivity to gibberellin inhibition. The stage with maximum responsiveness corresponded to a transcriptional and hormonal crossroad, involving both flowering inhibitors and inductors. Endogenous gibberellin levels increased only at the latest developmental stage, when floral transition was already partially achieved, and the bud was less sensitive to exogenous treatments. A physiological model summarizes the main findings and suggests new research ideas to improve our knowledge about floral transition in peach.
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  • 文章类型: Journal Article
    背景:在最近的二十年中,急性髓细胞性白血病(AML)的分子发病机制得到了极大的阐明。在AML患者中发现了一些重要的分子标志物,这些标志物有助于改善风险分层。然而,由于复发/难治性急性髓系白血病(AML)预后不良,因此开发新的治疗策略至关重要.
    方法:为了克服这个困难,我们对10例有各种基因改变的AML患者进行了转座酶可接近的染色质测序分析(ATAC-seq).ATAC-seq基于直接体外测序衔接子转座到天然染色质中,是一种快速、灵敏的整合表观基因组分析方法。ATAC-seq分析显示,在预后不良的AML患者中,DOCK1基因的可及性增加。根据ATAC-seq结果,采用定量逆转录聚合酶链反应检测369例初发AML患儿DOCK1基因表达水平.
    结果:在132例(37%)患者中检测到高DOCK1表达。DOCK1高表达患者的总生存率(OS)和无事件生存率(EFS)明显低于DOCK1低表达患者(3年EFS:34%vs.60%,p<.001和3年OS:60%与80%,p<.001)。探讨DOCK1基因高表达的意义,我们将DOCK1转导到MOLM14细胞中,并显示阿糖胞苷与DOCK1抑制剂的组合降低了这些白血病细胞的活力。
    结论:我们的结果表明,DOCK1抑制剂可能会增强阿糖胞苷和其他抗癌药物在DOCK1高表达的AML患者中的作用。
    BACKGROUND: The molecular pathogenesis of acute myeloid leukemia (AML) was dramatically clarified over the latest two decades. Several important molecular markers were discovered in patients with AML that have helped to improve the risk stratification. However, developing new treatment strategies for relapsed/refractory acute myeloid leukemia (AML) is crucial due to its poor prognosis.
    METHODS: To overcome this difficulty, we performed an assay for transposase-accessible chromatin with sequencing (ATAC-seq) in 10 AML patients with various gene alterations. ATAC-seq is based on direct in vitro sequencing adaptor transposition into native chromatin, and is a rapid and sensitive method for integrative epigenomic analysis. ATAC-seq analysis revealed increased accessibility of the DOCK1 gene in patients with AML harboring poor prognostic factors. Following the ATAC-seq results, quantitative reverse transcription polymerase chain reaction was used to measure DOCK1 gene expression levels in 369 pediatric patients with de novo AML.
    RESULTS: High DOCK1 expression was detected in 132 (37%) patients. The overall survival (OS) and event-free survival (EFS) among patients with high DOCK1 expression were significantly worse than those patients with low DOCK1 expression (3-year EFS: 34% vs. 60%, p < .001 and 3-year OS: 60% vs. 80%, p < .001). To investigate the significance of high DOCK1 gene expression, we transduced DOCK1 into MOLM14 cells, and revealed that cytarabine in combination with DOCK1 inhibitor reduced the viability of these leukemic cells.
    CONCLUSIONS: Our results indicate that a DOCK1 inhibitor might reinforce the effects of cytarabine and other anti-cancer agents in patients with AML with high DOCK1 expression.
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  • 文章类型: Journal Article
    背景:2型糖尿病(T2DM)是一种具有严重合并症的代谢紊乱。通过正确验证潜在的microRNA(miRNA)相互作用,多组学方法可以促进新的治疗靶标和生物标志物的鉴定。
    目的:本研究的目的是使用计算机模拟分析从公开的T2DM患者的基因表达综合(GEO)数据集中鉴定不同组织中显著差异表达的共同靶基因及其调节miRNA。
    方法:使用从5个公开可用的T2DM数据集中鉴定的差异表达基因(DEG),我们进行了功能富集,coexpression,和网络分析以确定路径,蛋白质-蛋白质相互作用,和miRNA-mRNA相互作用参与T2DM。
    结果:我们分别从GEO数据集GSE38642、GSE25724、GSE20966、GSE26887和GSE23343的表达谱中提取了2852、8631、5501、3662和3753DEGs。DEG分析显示,16个常见基因在胰岛素分泌中富集,内分泌抵抗,和其他T2DM相关通路。四个DEG,MAML3,EEF1D,NRG1和CDK5RAP2在通常靶向的miRNA调节的簇网络中很重要(hsa-let-7b-5p,hsa-mir-155-5p,hsa-mir-124-3p,hsa-mir-1-3p),参与晚期糖基化终产物(AGE)-晚期糖基化终产物受体(RAGE)信号通路,最终导致糖尿病并发症和内分泌抵抗。
    结论:本研究确定了T2DM患者的组织特异性DEGs,尤其是关于心脏,肝脏,和胰腺。我们确定了总共16个常见的DEG和前四个常见的靶向miRNA(hsa-let-7b-5p,hsa-miR-124-3p,hsa-miR-1-3p,并具有-miR-155-5p)。鉴定的miRNA参与调节各种途径,包括磷脂酰肌醇-3-激酶-蛋白激酶B,内分泌抵抗,和AGE-RAGE信号通路。
    BACKGROUND: Type 2 diabetes mellitus (T2DM) is a metabolic disorder with severe comorbidities. A multiomics approach can facilitate the identification of novel therapeutic targets and biomarkers with proper validation of potential microRNA (miRNA) interactions.
    OBJECTIVE: The aim of this study was to identify significant differentially expressed common target genes in various tissues and their regulating miRNAs from publicly available Gene Expression Omnibus (GEO) data sets of patients with T2DM using in silico analysis.
    METHODS: Using differentially expressed genes (DEGs) identified from 5 publicly available T2DM data sets, we performed functional enrichment, coexpression, and network analyses to identify pathways, protein-protein interactions, and miRNA-mRNA interactions involved in T2DM.
    RESULTS: We extracted 2852, 8631, 5501, 3662, and 3753 DEGs from the expression profiles of GEO data sets GSE38642, GSE25724, GSE20966, GSE26887, and GSE23343, respectively. DEG analysis showed that 16 common genes were enriched in insulin secretion, endocrine resistance, and other T2DM-related pathways. Four DEGs, MAML3, EEF1D, NRG1, and CDK5RAP2, were important in the cluster network regulated by commonly targeted miRNAs (hsa-let-7b-5p, hsa-mir-155-5p, hsa-mir-124-3p, hsa-mir-1-3p), which are involved in the advanced glycation end products (AGE)-receptor for advanced glycation end products (RAGE) signaling pathway, culminating in diabetic complications and endocrine resistance.
    CONCLUSIONS: This study identified tissue-specific DEGs in T2DM, especially pertaining to the heart, liver, and pancreas. We identified a total of 16 common DEGs and the top four common targeting miRNAs (hsa-let-7b-5p, hsa-miR-124-3p, hsa-miR-1-3p, and has-miR-155-5p). The miRNAs identified are involved in regulating various pathways, including the phosphatidylinositol-3-kinase-protein kinase B, endocrine resistance, and AGE-RAGE signaling pathways.
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  • 文章类型: Journal Article
    背景:在过去的几十年中,已经产生了大量的生物学数据,鼓励科学家寻找导致各种疾病的基因之间的联系。聚类说明了许多物种和基因之间的这种关系。因此,找到合适的距离链接度量来从不同的生物数据集构建聚类变得至关重要。多效性对于基因的表达变化和在生物中产生不同的后果也很重要。发现负责各种疾病的基因的多效性已成为主要的研究挑战。
    目的:我们的目标是建立最佳的距离连锁策略,用于从不同的数据集中创建可靠的簇,并鉴定导致各种肿瘤的常见基因,以观察具有多效效应的基因。
    方法:我们考虑了4种链接方法-单,完成,平均,和病房和3距离度量-欧几里得,最大值,曼哈顿的距离为了评估不同组的质量,我们使用了结合轮廓宽度和簇内距离的适应度函数。
    结果:根据我们的发现,最大距离度量产生最高质量的群集。此外,对于中等数据集,平均联动法,对于大型数据集,病房联动法效果最好。使用集成聚类不能改善结果。我们还发现了导致3种不同癌症的基因,并使用基因富集来证实我们的发现。
    结论:准确性在聚类中至关重要,我们在研究中研究了众多聚类技术的准确性。如果数据集与我们相似,其他研究可能会帮助相关工作。
    BACKGROUND: Large amounts of biological data have been generated over the last few decades, encouraging scientists to look for connections between genes that cause various diseases. Clustering illustrates such a relationship between numerous species and genes. Finding an appropriate distance-linkage metric to construct clusters from diverse biological data sets has thus become critical. Pleiotropy is also important for a gene\'s expression to vary and create varied consequences in living things. Finding the pleiotropy of genes responsible for various diseases has become a major research challenge.
    OBJECTIVE: Our goal was to establish the optimal distance-linkage strategy for creating reliable clusters from diverse data sets and identifying the common genes that cause various tumors to observe genes with pleiotropic effect.
    METHODS: We considered 4 linking methods-single, complete, average, and ward-and 3 distance metrics-Euclidean, maximum, and Manhattan distance. For assessing the quality of different sets of clusters, we used a fitness function that combines silhouette width and within-cluster distance.
    RESULTS: According to our findings, the maximum distance measure produces the highest-quality clusters. Moreover, for medium data set, the average linkage method, and for large data set, the ward linkage method works best. The outcome is not improved by using ensemble clustering. We also discovered genes that cause 3 different cancers and used gene enrichment to confirm our findings.
    CONCLUSIONS: Accuracy is crucial in clustering, and we investigated the accuracy of numerous clustering techniques in our research. Other studies may aid related works if the data set is similar to ours.
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  • 文章类型: Journal Article
    目的:中性粒细胞以昼夜节律依赖的方式执行各种功能;因此,我们在这里研究了α1-抗胰蛋白酶(AAT)的作用,用作增强疗法,取决于中性粒细胞的昼夜节律。AAT是中性粒细胞功能的重要调节因子,及其定性和/或定量缺陷对呼吸系统疾病的发展具有重要意义。
    方法:来自12名健康女性的全血[年龄,平均(SD)29.92(5.48)每天两次收集,相隔8小时,并在37°C下单独或添加来自大肠杆菌的2mg/mlAAT(Respreeza)和/或5μg/ml脂多糖(LPS)孵育30分钟。然后分离中性粒细胞以检查基因表达,迁移和吞噬作用。
    结果:与未处理血液中的早晨嗜中性粒细胞相比,下午CD14,CD16,CXCR2和SELL(编码CD62L)基因的表达明显更高,而CDKN1A则更低。下午分离的中性粒细胞具有较高的迁移和吞噬活性。从AAT预处理的血液中分离出的早晨嗜中性粒细胞显示出比未处理的早晨血液中更高的CXCR2和SELL表达。用AAT预处理血液可增强早晨但不增强下午中性粒细胞的迁移特性。在所有被分析的基因中,仅CXCL8表达在早晨和下午从LPS预处理的血液中分离的中性粒细胞强烈上调,而CXCR2表达在下午中性粒细胞中下调。AAT的添加没有逆转LPS的作用。
    结论:骨髓细胞的生物钟可能会影响各种疗法的有效性,包括用于治疗AAT缺乏症患者的AAT疗法,需要进一步调查.
    OBJECTIVE: Neutrophils perform various functions in a circadian-dependent manner; therefore, we investigated here whether the effect of alpha1-antitrypsin (AAT), used as augmentation therapy, is dependent on the neutrophil circadian clock. AAT is a vital regulator of neutrophil functions, and its qualitative and/or quantitative defects have significant implications for the development of respiratory diseases.
    METHODS: Whole blood from 12 healthy women age years, mean (SD) 29.92 (5.48) was collected twice daily, 8 h apart, and incubated for 30 min at 37 °C alone or with additions of 2 mg/ml AAT (Respreeza) and/or 5 μg/ml lipopolysaccharide (LPS) from Escherichia coli. Neutrophils were then isolated to examine gene expression, migration and phagocytosis.
    RESULTS: The expression of CD14, CD16, CXCR2 and SELL (encoding CD62L) genes was significantly higher while CDKN1A lower in the afternoon than in the morning neutrophils from untreated blood. Neutrophils isolated in the afternoon had higher migratory and phagocytic activity. Morning neutrophils isolated from AAT-pretreated blood showed higher expression of CXCR2 and SELL than those from untreated morning blood. Pretreatment of blood with AAT enhanced migratory properties of morning but not afternoon neutrophils. Of all genes analysed, only CXCL8 expression was strongly upregulated in morning and afternoon neutrophils isolated from LPS-pretreated blood, whereas CXCR2 expression was downregulated in afternoon neutrophils. The addition of AAT did not reverse the effects of LPS.
    CONCLUSIONS: The circadian clock of myeloid cells may affect the effectiveness of various therapies, including AAT therapy used to treat patients with AAT deficiency, and needs further investigation.
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