microarray analysis

微阵列分析
  • 文章类型: Journal Article
    背景:先兆子痫(PE)是孕妇高血压引起的严重妊娠相关并发症。严重的形式具有更多的破坏性影响。根据越来越多的证据,胎盘是PE发病的重要组成部分,消除它可以缓解症状。
    方法:GEO的重度先兆子痫胎盘微阵列数据集;选择GSE147776、GSE66273、GSE102897和GSE10588来鉴定不同生物学途径中的差异表达基因(DEGs)。同时对hub基因和相关非编码RNA进行了分析。
    结果:在重度PE和健康妊娠之间共发现347个DEGs,其调整值<0.05,而log2FoldChange>0.5,包括204个过表达基因和143个低表达基因。MCC方法确定了ISG15、IFI44L、MX2,OAS2,MX1,FN1,LDHA,ITGB3,TKT,HK2基因为前十名枢纽基因。还进行了hub基因和非编码RNA之间的相互作用。最丰富的通路如下:HIF-1信号通路;癌症通路;丙氨酸,天冬氨酸和谷氨酸代谢;精氨酸生物合成;人乳头瘤病毒感染;糖酵解/糖异生;癌症中心碳代谢;缬氨酸,亮氨酸和异亮氨酸降解;半胱氨酸和蛋氨酸代谢;和半乳糖代谢。
    结论:这是对重度先兆子痫胎盘进行的二次数据分析,以鉴定差异表达基因,生物途径,集线器基因,和相关的非编码RNA。功能研究对于理解这些基因在PE发病机理中的确切作用至关重要。此外,接受基因作为PE早期诊断和治疗的诊断或预后标志物需要多种证据.
    BACKGROUND: Preeclampsia (PE) is a serious pregnancy-related complication caused by high blood pressure in pregnant women. The severe form has more devastating effects. According to the growing evidence, the placenta is a crucial component in the pathogenesis of PE, and eliminating it will alleviate symptoms.
    METHODS: GEO\'s severe preeclampsia placenta microarray datasets; GSE147776, GSE66273, GSE102897, and GSE10588, were chosen to identify differentially expressed genes (DEGs) in different biological pathways. The analysis of hub genes and related non-coding RNAs was done as well.
    RESULTS: A total of 347 DEGs with adj p-value <0.05 and ǀlog2FoldChangeǀ> 0.5 were discovered between severe PEs and healthy pregnancies, including 204 over-expressed genes and 143 under-expressed genes. The MCC method identified ISG15, IFI44L, MX2, OAS2, MX1, FN1, LDHA, ITGB3, TKT, HK2 genes as the top ten hub genes. Interactions between hub genes and noncoding RNAs were also conducted. The most enriched pathways were as follows; HIF-1 signaling pathway; Pathways in cancer; Alanine, aspartate and glutamate metabolism; Arginine biosynthesis; Human papillomavirus infection; Glycolysis/Gluconeogenesis; Central carbon metabolism in cancer; Valine, leucine and isoleucine degradation; Cysteine and methionine metabolism; and Galactose metabolism.
    CONCLUSIONS: This is a secondary data analysis conducted on severe preeclampsia placenta to identify differentially expressed genes, biological pathways, hub-genes, and related noncoding RNAs. Functional studies are crucial to understanding the precise role of these genes in the pathogenesis of PE. Also, accepting a gene as a diagnostic or prognostic marker for early diagnosis and management of PE requires multiple lines of evidence.
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  • 文章类型: Journal Article
    背景:染色体18p缺失综合征是由18号染色体短臂的全部或部分缺失引起的,并与认知障碍有关,生长迟缓和轻度面部畸形。然而,大多数关于18p区域基因型-表型相关性的研究都是在出生后诊断的.涉及18p缺失的产前报告有限。
    方法:三名孕妇选择了侵入性产前检测,因为非侵入性产前检测表明18号染色体异常的高风险。同时进行核型分析和染色体微阵列分析(CMA)。随访所有病例的妊娠结局。同时,我们还对18p缺失的产前表型进行了文献综述。
    结果:G带分析显示2个胎儿呈现异常核型:45,XN,der(18)t(18;21)(p11;q11),-21(案例2)和46,XN,18p-(案例3)。病例1的核型正常。同时,CMA检测到4.37Mb(案例1),染色体18p区缺失7.26Mb(病例2)和14.97Mb(病例3)。根据CMA异常结果,根据遗传咨询最终终止所有3次妊娠。
    结论:由于表型多样性,18p缺失综合征的产前诊断充满挑战,不完全外显率和缺乏产前表型。颈透明层增加和全前脑是远端18p缺失的常见产前表型。对于携带具有非典型超声表型的18p缺失的胎儿,无创产前检测可作为一种有效的方法。
    BACKGROUND: Chromosome 18p deletion syndrome is caused by total or partial deletion of the short arm of chromosome 18 and associated with cognitive impairment, growth retardation and mild facial dysmorphism. However, most studies on the genotype-phenotype correlations in the 18p region are diagnosed postnatally. Prenatal reports involving 18p deletions are limited.
    METHODS: Three pregnant women opted for invasive prenatal testing due to noninvasive prenatal testing indicating high risk for chromosome 18 abnormalities. Karyotypic analysis and chromosomal microarray analysis (CMA) were performed simultaneously. The pregnancy outcomes for all cases were followed up. Meanwhile, we also made a literature review on prenatal phenotypes of 18p deletions.
    RESULTS: G-banding analysis showed that 2 fetuses presented abnormal karyotypes: 45,XN,der(18)t(18;21)(p11; q11),-21 (case 2) and 46,XN,18p- (case 3). The karyotype of case 1 was normal. Meanwhile, CMA detected 4.37 Mb (case 1), 7.26 Mb (case 2) and 14.97 Mb (case 3) deletions in chromosome 18p region. All 3 pregnancies were terminated finally according to genetic counseling based upon abnormal CMA results.
    CONCLUSIONS: Prenatal diagnosis of 18p deletion syndrome is full of challenges due to the phenotypic diversity, incomplete penetrance and lack of prenatal phenotypes. Increased nuchal translucency and holoprosencephaly are common prenatal phenotypes of distal 18p deletion. For fetuses carrying 18p deletions with atypical sonographic phenotypes, noninvasive prenatal testing could be adopted as an effective approach.
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  • 文章类型: Journal Article
    简介:牙根牙本质形成是牙齿发育的重要过程。我们试图确定调节牙根牙本质形成的潜在基因,这些基因可潜在地用于有缺陷或受损牙根的再生和修复。方法:从小鼠切牙的唇侧和舌侧收获的组织用于微阵列分析。差异表达基因的基因本体论(GO)分析表明,细胞外基质在牙根和牙冠之间牙本质形成差异中的关键作用。选择半形蛋白-1(Hmcn1)作为靶基因。单细胞RNA测序分析Hmcn1在小鼠磨牙不同发育阶段的表达模式。免疫组化染色检测HMCN1在小鼠切牙和磨牙中的时空表达。HMCN1在人牙髓细胞中的功能,包括扩散,分化和迁移,通过CCK8测定法进行体外检查,BrdU测定,伤口愈合试验,ALP染色和茜素红染色,分别。结果:结果表明,HMCN1在小鼠切牙和磨牙的根部乳头牙髓中的表达比冠侧更明显。体外实验表明,在人牙髓细胞中HMCN1敲低后,抑制牙本质生成和迁移,而HMCN1敲除组与对照组之间的增殖没有显着差异。讨论:这些结果表明,HMCN1在牙本质形成和牙髓细胞迁移中起重要作用,有助于牙根牙本质的形成。
    Introduction: Root dentin formation is an important process in tooth development. We tried to identify potential genes that regulate root dentin formation which could be potentially used for the regeneration and repair of defective or damaged dental roots. Methods: Tissues harvested from the labial and lingual sides of mouse incisors were used for microarray analysis. Gene ontology (GO) analysis of differentially expressed genes indicated the critical role of extracellular matrix in the discrepancy of dentin formation between root and crown, for which hemicentin-1 (Hmcn1) was selected as the target gene. Single-cell RNA sequencing analysis the expression pattern of Hmcn1 at different developmental stages in mouse molars. The spatiotemporal expression of HMCN1 in mouse incisors and molars was detected by immunohistochemical staining. The functions of HMCN1 in human dental pulp cells, including proliferation, differentiation and migration, were examined in vitro by CCK8 assay, BrdU assay, wound-healing assay, ALP staining and alizarin red staining, respectively. Results: It was showed that HMCN1 expression was more pronounced in papilla-pulp on the root than crown side in mouse incisors and molars. In vitro experiments presented inhibited dentinogenesis and migration after HMCN1-knockdown in human dental pulp cells, while there was no significant difference in proliferation between the HMCN1-knockdown group and control group. Discussion: These results indicated that HMCN1 plays an important role in dentinogenesis and migration of pulp cells, contributing to root dentin formation.
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  • 文章类型: Journal Article
    中药复方制剂地物养肝胶囊(DWYG)能有效阻碍肝细胞癌(HCC)的发生发展,这在世界范围内被认为是与癌症相关的死亡的重要原因。然而,所涉及的确切机制仍然模棱两可。在目前的研究中,2-乙酰氨基芴(2-AAF)/部分肝切除术(PH)建立大鼠HCC模型。为了确认在微阵列分析中鉴定的差异表达基因(DEGs),实时定量逆转录PCR(qRT-PCR)。同时,采用液相色谱-四极杆飞行时间质谱(LC-QTOF-MS/MS)表征DWYG的组分图谱。因此,DWYG处理显示出逆转2-AAF/PH诱导的51个变异基因的能力。此外,正常组和模型组之间有54个变异基因重叠。在进行RT-qPCR分析后,观察到所有基因的表达水平被2-AAF/PH增加,随后在DWYG处理后逆转。值得注意的是,所有基因表达水平的倍数变化均低于0.5,其中3个基因低于0.25。此外,进行了一项研究,以确定在HCC组中被激活/抑制,随后在DWYG组中被逆转的信号通路.此外,DWYG的成分概况包括对已鉴定或表征的206种化合物的全面汇编.这项研究的结果阐明了DWYG在HCC中的潜在缓解机制,从而对其未来的临床应用和广泛采用具有重要意义。
    The Traditional Chinese Medicine compound preparation known as Diwu Yanggan capsule (DWYG) can effectively hinder the onset and progression of hepatocellular carcinoma (HCC), which is recognized worldwide as a significant contributor to fatalities associated with cancer. Nevertheless, the precise mechanisms implicated have remained ambiguous. In present study, the model of HCC was set up by the 2-acetylaminofluorene (2-AAF)/partial hepatectomy (PH) in rats. To confirm the differentially expressed genes (DEGs) identified in the microarray analysis, real-time quantitative reverse transcription PCR (qRT-PCR) was conducted. In the meantime, the liquid chromatography-quadrupole time of flight mass spectrometry (LC-QTOF-MS/MS) was employed to characterize the component profile of DWYG. Consequently, the DWYG treatment exhibited the ability to reverse 51 variation genes induced by 2-AAF/PH. Additionally, there was an overlap of 54 variation genes between the normal and model groups. Upon conducting RT-qPCR analysis, it was observed that the expression levels of all genes were increased by 2-AAF/PH and subsequently reversed after DWYG treatment. Notably, the fold change of expression levels for all genes was below 0.5, with 3 genes falling below 0.25. Moreover, an investigation was conducted to determine the signaling pathway that was activated/inhibited in the HCC group and subsequently reversed in the DWYG group. Moreover, the component profile of DWYG encompassed a comprehensive compilation of 206 compounds that were identified or characterized. The findings of this study elucidated the potential alleviative mechanisms of DWYG in the context of HCC, thereby holding significant implications for its future clinical utilization and widespread adoption.
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  • 文章类型: Journal Article
    急性髓细胞性白血病(AML)是一种特别致命的疾病,以骨髓中造血干细胞的恶性克隆增殖为特征。这项研究旨在揭示AML的潜在治疗靶点。使用微阵列分析和孟德尔随机化(MR)的组合方法。我们从基因表达综合(GEO)数据库中收集了数据样本,并从全基因组关联研究(GWAS)中提取了pQTL数据,以鉴定DEGs和GWAS数据之间的重叠基因。对这些基因进行基因富集和途径注释分析。此外,我们验证了基因表达水平并评估了其临床相关性.通过获取这些基因集的交集,我们获得了共表达基因的列表,包括四个上调基因(REC8、TPM2、ZMIZ1、CD82)和两个下调基因(IFNAR1、TMCO3)。MR分析表明,基因预测的CD82,REC8,ZMIZ1和TPM2的蛋白质水平与AML的几率增加显着相关。而IFNAR1和TMCO3显示出保护作用。基因本体论和KEGG通路分析揭示了与雌性配子生成相关的功能的显着富集,减数分裂,p53信号通路,和心肌收缩。在AML幸存者和预后不良的患者之间观察到免疫细胞谱的差异。包括后一组中性粒细胞水平较低和滤泡辅助性T细胞水平较高。这项研究确定了基因表达与AML之间的因果关系,并强调了REC8在白血病发生中的潜在作用。可能是通过其对配子细胞减数分裂异常的影响。这些发现为白血病的预防和治疗提供了新的见解。
    Acute myeloid leukemia (AML) is a notably lethal disease, characterized by malignant clonal proliferation of hematopoietic stem cells in the bone marrow. This study seeks to unveil potential therapeutic targets for AML, using a combined approach of microarray analysis and Mendelian randomization (MR). We collected data samples from the Gene Expression Omnibus (GEO) database and extracted pQTL data from genome-wide association studies (GWAS) to identify overlapping genes between the DEGs and GWAS data. Gene enrichment and pathway annotation analyses were performed on these genes. Furthermore, we validated gene expression levels and assessed their clinical relevance. By taking the intersection of these gene sets, we obtained a list of co-expressed genes, including four upregulated genes (REC8, TPM2, ZMIZ1, CD82) and two downregulated genes (IFNAR1, TMCO3). MR analysis demonstrated that genetically predicted protein levels of CD82, REC8, ZMIZ1, and TPM2 were significantly associated with increased odds of AML, while IFNAR1 and TMCO3 showed a protective effect. Gene ontology and KEGG pathway analyses revealed significant enrichment in functions related to female gamete generation, meiosis, p53 signaling pathway, and cardiac muscle contraction. Differences in immune cell profiles were observed between AML survivors and those with poor prognosis, including lower levels of neutrophils and higher levels of follicular helper T cells in the latter group. This study identifies a causal relationship between gene expression and AML and highlights the potential role of REC8 in leukemogenesis, possibly through its impact on gametocyte meiotic abnormalities. The findings provide new insights into the prevention and treatment of leukemia.
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  • 文章类型: Journal Article
    随着我国三孩政策的逐步放开和辅助生殖技术的发展,高危孕妇的数量正在逐渐增加。在这项研究中,分析了4211例接受染色体微阵列分析(CMA)并具有高危产前指征的胎儿。结果显示,CMA的产前总检出率为11.4%(480/4211),染色体异常数检出率为5.82%(245/4211),拷贝数变异检出率为5.58%(235/4211)。此外,临床显著拷贝数变异的检出率分别为3.78%(159/4211)和不确定显著性变异的1.8%(76/4211).高龄孕妇(AMA)胎儿染色体异常检出率为6.42%(30/467),6.01%(50/832)为高危孕产妇血清筛查(MSS)结果,39.09%(224/573)的非侵入性产前检测(NIPT)结果异常,9.21%(127/1379)的超声检查结果异常,其他适应症为5.1%(49/960)。4211名患者获得了随访结果,其中3677名(3677/4211,87.32%)婴儿出生后正常,462名(462/4211,10.97%)终止妊娠,51例(51/4211,1.21%)婴儿出生后异常,21名(21/4211,0.50%)拒绝随访。这项研究的结果表明,不同适应症的染色体微阵列分析的诊断率存在显着差异,为临床医生评估CMA技术在产前诊断中的适用性提供有价值的指导。
    With the gradual liberalization of the three-child policy and the development of assisted reproductive technology in China, the number of women with high-risk pregnancies is gradually increasing. In this study, 4211 fetuses who underwent chromosomal microarray analysis (CMA) with high-risk prenatal indications were analysed. The results showed that the overall prenatal detection rate of CMA was 11.4% (480/4211), with detection rates of 5.82% (245/4211) for abnormal chromosome numbers and 5.58% (235/4211) for copy number variants. Additionally, the detection rates of clinically significant copy number variants were 3.78% (159/4211) and 1.8% (76/4211) for variants of uncertain significance. The detection rates of fetal chromosomal abnormalities were 6.42% (30/467) for pregnant women with advanced maternal age (AMA), 6.01% (50/832) for high-risk maternal serum screening (MSS) results, 39.09% (224/573) with abnormal non-invasive prenatal testing (NIPT) results, 9.21% (127/1379) with abnormal ultrasound results, and 5.1% (49/960) for other indications. Follow-up results were available for 4211 patients, including 3677 (3677/4211, 87.32%) whose infants were normal after birth, 462 (462/4211, 10.97%) who terminated their pregnancy, 51 (51/4211, 1.21%) whose infants were abnormal after birth, and 21 (21/4211, 0.50%) who refused follow-up. The results of this study demonstrate significant variation in the diagnostic rate of chromosomal microarray analysis across different indications, providing valuable guidance for clinicians to assess the applicability of CMA technology in prenatal diagnosis.
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  • 文章类型: Journal Article
    中耳胆脂瘤是一种慢性中耳疾病,其特征是严重的听力损失和邻近的骨侵蚀,导致许多并发症。这项研究旨在鉴定中耳胆脂瘤中circRNA的N6-甲基腺苷(m6A)修饰的途径。
    在中耳胆脂瘤组织(n=5)和正常耳后皮肤样本(n=5)中进行m6AcircircRNA表位基因组微阵列分析。生物信息学分析随后探索了生物学功能(基因本体论,GO)和信号通路(京都基因和基因组百科全书,KEGG)潜在的中耳胆脂瘤发病机制。进行甲基化RNA免疫沉淀qPCR(MeRIP-qPCR)以验证在中耳胆脂瘤和正常皮肤样品中存在具有m6A修饰的circRNA。
    微阵列分析发现,与正常耳后皮肤相比,中耳胆脂瘤中的3,755个circRNAs被m6A甲基化显著差异修饰。其中,3,742例高甲基化(FC≥2,FDR<0.05),13例低甲基化(FC≤1/2,FDR<0.05)。富集得分最高的GO分析术语是本地化,细胞质,和生物过程的ATP依赖性活性,细胞成分,和分子功能分别。在八种高甲基化的circRNA途径中,RNA降解途径具有最高的富集得分。过氧化物酶体增殖物激活受体(PPAR)信号通路被低甲基化。为了验证微阵列分析,我们进行了MeRIP-qPCR,以评估5种特定的m6A修饰的circRNAs的甲基化水平:hsa_circRNA_061554,hsa_circRNA_001454,hsa_circRNA_031526,hsa_circRNA_100833和hsa_circRNA_022382。验证与来自微阵列分析的发现高度一致。
    我们的研究首次提出了中耳胆脂瘤中circRNAs的m6A修饰模式。这一发现为胆脂瘤病因学中的circRNAm6A修饰研究提供了方向,并为中耳胆脂瘤的治疗提供了潜在的治疗靶点。
    UNASSIGNED: Middle ear cholesteatoma is a chronic middle ear disease characterized by severe hearing loss and adjacent bone erosion, resulting in numerous complications. This study sought to identify pathways involved in N6-methyladenosine (m6A) modification of circRNA in middle ear cholesteatoma.
    UNASSIGNED: A m6A circRNA epitranscriptomic microarray analysis was performed in middle ear cholesteatoma tissues (n = 5) and normal post-auricular skin samples (n = 5). Bioinformatics analyses subsequently explored the biological functions (Gene Ontology, GO) and signaling pathways (Kyoto Encyclopedia of Genes and Genomes, KEGG) underlying middle ear cholesteatoma pathogenesis. Methylated RNA immunoprecipitation qPCR (MeRIP-qPCR) was performed to verify the presence of circRNAs with m6A modifications in middle ear cholesteatoma and normal skin samples.
    UNASSIGNED: Microarray analysis identified 3,755 circRNAs as significantly differentially modified by m6A methylation in middle ear cholesteatoma compared with the normal post-auricular skin. Among these, 3,742 were hypermethylated (FC ≥ 2, FDR < 0.05) and 13 were hypomethylated (FC ≤ 1/2, FDR < 0.05). GO analysis terms with the highest enrichment score were localization, cytoplasm, and ATP-dependent activity for biological processes, cellular components, and molecular functions respectively. Of the eight hypermethylated circRNA pathways, RNA degradation pathway has the highest enrichment score. Peroxisome Proliferator-Activated Receptor (PPAR) signaling pathway was hypomethylated. To validate the microarray analysis, we conducted MeRIP-qPCR to assess the methylation levels of five specific m6A-modified circRNAs: hsa_circRNA_061554, hsa_circRNA_001454, hsa_circRNA_031526, hsa_circRNA_100833, and hsa_circRNA_022382. The validation was highly consistent with the findings from the microarray analysis.
    UNASSIGNED: Our study firstly presents m6A modification patterns of circRNAs in middle ear cholesteatoma. This finding suggests a direction for circRNA m6A modification research in the etiology of cholesteatoma and provides potential therapeutic targets for the treatment of middle ear cholesteatoma.
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  • 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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