CpG Islands

CpG 群岛
  • 文章类型: Journal Article
    强大的表观遗传泛癌症生物标志物需要满足几个当前,迫切需要临床上进一步完善目前的化疗标准。我们集中研究了hTERT基因的表观遗传改变,在许多处于特定发育阶段的癌症中,它经常在表观遗传上失调。在我们关于早期尿路上皮癌的数据中发现了不同的DNA甲基化谱。可以利用与序列相关的热力学参数的合适组合来开发有效的EpihTERT测定,以区分差异甲基化状态。我们从这个数据集推断,表观遗传背景,以及相关文献表明,富含CpG的人,2800bp区域,一个著名的CpG岛,围绕hTERT基因的转录起点是开发有效生物标志物的关键表观遗传区。为了准确地描述这个地区,我们将其命名为“Acheron”(χρων)。在希腊神话中,这是灾难和苦难的河流,也是通往黑社会的道路。利用DNA甲基化谱集中在这个区域,例如,特殊标准化甲基化特异性PCR(IDLN-MSP),为诊断开辟了广泛的新可能性,预后的确定,后续行动,和残留疾病的检测。它也可能对化疗的选择有广泛的影响。
    Strong epigenetic pan-cancer biomarkers are required to meet several current, urgent clinical needs and to further improve the present chemotherapeutic standard. We have concentrated on the investigation of epigenetic alteration of the hTERT gene, which is frequently epigenetically dysregulated in a number of cancers in specific developmental stages. Distinct DNA methylation profiles were identified in our data on early urothelial cancer. An efficient EpihTERT assay could be developed utilizing suitable combinations with sequence-dependent thermodynamic parameters to distinguish between differentially methylated states. We infer from this data set, the epigenetic context, and the related literature that a CpG-rich, 2800 bp region, a prominent CpG island, surrounding the transcription start of the hTERT gene is the crucial epigenetic zone for the development of a potent biomarker. In order to accurately describe this region, we have named it \"Acheron\" (Ἀχέρων). In Greek mythology, this is the river of woe and misery and the path to the underworld. Exploitation of the DNA methylation profiles focused on this region, e.g., idiolocal normalized Methylation Specific PCR (IDLN-MSP), opens up a wide range of new possibilities for diagnosis, determination of prognosis, follow-up, and detection of residual disease. It may also have broad implications for the choice of chemotherapy.
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  • 文章类型: Journal Article
    寻找骨质疏松症(OP)的分子标记,基于对骨细胞和外周血细胞中差异脱氧核糖核酸(DNA)甲基化的分析,有望在疾病的早期诊断和靶向治疗领域发展。Runt相关转录因子2(RUNX2)基因是骨代谢的关键基因之一,这在寻找与发生OP风险相关的表观遗传特征和畸变方面很有意义。基于焦磷酸测序,对来自俄罗斯伏尔加河-乌拉尔地区50岁以上俄罗斯种族的男性和女性外周血细胞池中的RUNX2甲基化谱进行了分析.评估了RUNX2基因的三个CpG位点中的DNA甲基化水平,并在男性的所有三个研究CpG位点(U=746.5,p=0.004;U=784,p=0.01;U=788.5,p=0.01)中发现了统计学意义上的低甲基化。在一般样本中,第一个CpG位点的关联得到保留(U=2561,p=0.0001766).结果是首次获得的,表明在OP患者中存在RUNX2的潜在新表观遗传特征。
    The search for the molecular markers of osteoporosis (OP), based on the analysis of differential deoxyribonucleic acid (DNA) methylation in bone cells and peripheral blood cells, is promising for developments in the field of the early diagnosis and targeted therapy of the disease. The Runt-related transcription factor 2 (RUNX2) gene is one of the key genes of bone metabolism, which is of interest in the search for epigenetic signatures and aberrations associated with the risk of developing OP. Based on pyrosequencing, the analysis of the RUNX2 methylation profile from a pool of peripheral blood cells in men and women over 50 years of age of Russian ethnicity from the Volga-Ural region of Russia was carried out. The level of DNA methylation in three CpG sites of the RUNX2 gene was assessed and statistically significant hypomethylation was revealed in all three studied CpG sites in men (U = 746.5, p = 0.004; U = 784, p = 0.01; U = 788.5, p = 0.01, respectively) and in one CpG site in women (U = 537, p = 0.03) with primary OP compared with control. In the general sample, associations were preserved for the first CpG site (U = 2561, p = 0.0001766). The results were obtained for the first time and indicate the existence of potentially new epigenetic signatures of RUNX2 in individuals with OP.
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  • 文章类型: Journal Article
    谱系模糊的白血病包括几个松散定义的实体,往往没有明确的机械基础。这里,我们广泛分析了CpG岛甲基化表型的此类白血病的一个亚组的表观基因组和转录组。这些白血病表现出相当的混合髓样/淋巴样表观遗传景观,然而异质性遗传改变,这表明它们是由它们共同的表观遗传特征而不是常见的遗传病变定义的。基因表达富集揭示了与早期T细胞前体急性淋巴细胞白血病和淋巴祖细胞起源的相似性。与此相符,差异DNA甲基化和基因表达的整合显示了髓样转录因子的广泛沉默。此外,造血转录因子的结合位点,包括CEBPA,SPI1和LEF1在这些白血病中是唯一无法进入的。超甲基化也导致CTCF结合的丧失,伴随着涉及关键转录因子的染色质相互作用的变化。总之,表观遗传失调,而不是遗传损伤,解释了该组具有模糊谱系的白血病的混合表型。这里收集的数据为后续急性髓系白血病的研究提供了有用且全面的表观基因组参考,T细胞急性淋巴细胞白血病和混合表型白血病。
    Leukemias with ambiguous lineage comprise several loosely defined entities, often without a clear mechanistic basis. Here, we extensively profile the epigenome and transcriptome of a subgroup of such leukemias with CpG Island Methylator Phenotype. These leukemias exhibit comparable hybrid myeloid/lymphoid epigenetic landscapes, yet heterogeneous genetic alterations, suggesting they are defined by their shared epigenetic profile rather than common genetic lesions. Gene expression enrichment reveals similarity with early T-cell precursor acute lymphoblastic leukemia and a lymphoid progenitor cell of origin. In line with this, integration of differential DNA methylation and gene expression shows widespread silencing of myeloid transcription factors. Moreover, binding sites for hematopoietic transcription factors, including CEBPA, SPI1 and LEF1, are uniquely inaccessible in these leukemias. Hypermethylation also results in loss of CTCF binding, accompanied by changes in chromatin interactions involving key transcription factors. In conclusion, epigenetic dysregulation, and not genetic lesions, explains the mixed phenotype of this group of leukemias with ambiguous lineage. The data collected here constitute a useful and comprehensive epigenomic reference for subsequent studies of acute myeloid leukemias, T-cell acute lymphoblastic leukemias and mixed-phenotype leukemias.
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  • 文章类型: Journal Article
    背景:炎症性乳腺癌(IBC)是一种罕见的疾病,其特征是进展迅速,早期转移,和高死亡率。
    方法:全基因组DNA甲基化分析(EPICBeadChip平台,Illumina)和体细胞基因变体(105个癌症相关基因)在从140例病例组中选择的24个IBC中进行。
    结果:我们确定了46,908个DMP(差异甲基化位置)(66%低甲基化);CpG岛主要是高甲基化(39.9%)。无监督聚类分析显示了三簇DMP,其特征是特定基因突变和激素受体状态的富集。DNA甲基化发现和外部数据集(TCGA-BRCAIII-IV期)之间的比较导致385个共享DMP映射在333个基因(264个高甲基化)中。151个DMP与先前在IBC中检测到差异表达的110个基因相关(GSE45581),68例DMPs与基因表达呈负相关。我们还鉴定了定位在已知基因(2392次甲基化)上的4369个DMRs(差异甲基化区域)。选择BCATl、CXCL12和TBX15基因座,并在31个IBC样品中通过亚硫酸氢盐焦磷酸测序进行评估。与非三阴性相比,三阴性BCAT1和TBX15的甲基化水平更高,而CXCL12在三阴性IBC中的甲基化水平低于非三阴性IBC。TBX15甲基化水平与肥胖相关。
    结论:我们的发现揭示了具有潜在功能性DMPs和DMRs的异质性DNA甲基化谱。DNA甲基化数据为预后分层和治疗选择提供了有价值的见解,以改善患者的预后。
    BACKGROUND: Inflammatory breast cancer (IBC) is a rare disease characterized by rapid progression, early metastasis, and a high mortality rate.
    METHODS: Genome-wide DNA methylation analysis (EPIC BeadChip platform, Illumina) and somatic gene variants (105 cancer-related genes) were performed in 24 IBCs selected from a cohort of 140 cases.
    RESULTS: We identified 46,908 DMPs (differentially methylated positions) (66% hypomethylated); CpG islands were predominantly hypermethylated (39.9%). Unsupervised clustering analysis revealed three clusters of DMPs characterized by an enrichment of specific gene mutations and hormone receptor status. The comparison among DNA methylation findings and external datasets (TCGA-BRCA stages III-IV) resulted in 385 shared DMPs mapped in 333 genes (264 hypermethylated). 151 DMPs were associated with 110 genes previously detected as differentially expressed in IBC (GSE45581), and 68 DMPs were negatively correlated with gene expression. We also identified 4369 DMRs (differentially methylated regions) mapped on known genes (2392 hypomethylated). BCAT1, CXCL12, and TBX15 loci were selected and evaluated by bisulfite pyrosequencing in 31 IBC samples. BCAT1 and TBX15 had higher methylation levels in triple-negative compared to non-triple-negative, while CXCL12 had lower methylation levels in triple-negative than non-triple-negative IBC cases. TBX15 methylation level was associated with obesity.
    CONCLUSIONS: Our findings revealed a heterogeneous DNA methylation profile with potentially functional DMPs and DMRs. The DNA methylation data provided valuable insights for prognostic stratification and therapy selection to improve patient outcomes.
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  • 文章类型: Journal Article
    TET1/2/3双加氧酶迭代去甲基化5-甲基胞嘧啶,从5-羟甲基胞嘧啶(5hmC)的形成开始。有丝分裂后脑的5hmC水平高于大多数外周组织,TET1消融研究强调了TET1在脑生理学中的关键作用。然而,Tet1的缺失排除了TET1的催化和非催化功能的解开。这里,我们通过比较Tet1野生型(Tet1WT)的成年皮质来剖析TET1的这些功能,一种新的Tet1催化死亡突变体(Tet1HxD),和Tet1敲除(Tet1KO)小鼠。使用DNA甲基化阵列,我们发现Tet1HxD和KO突变扰乱了CpG位点不同亚群的甲基化状态.对特定差异5hmC区域的基因本体论(GO)分析表明TET1的催化活性与神经元特异性功能有关。RNA-Seq进一步显示Tet1突变主要影响与可变剪接相关的基因。最后,我们对WT和突变皮质进行了高效液相色谱质谱脂质组学研究,揭示了Tet1HxD皮质中溶血磷脂酰乙醇胺和溶血磷脂酰胆碱的积累.总之,我们表明Tet1HxD不完全表型Tet1KO,提供证据证明TET1通过其催化和非催化作用调节不同的皮质功能。
    TET1/2/3 dioxygenases iteratively demethylate 5-methylcytosine, beginning with the formation of 5-hydroxymethylcytosine (5hmC). The post-mitotic brain maintains higher levels of 5hmC than most peripheral tissues, and TET1 ablation studies have underscored the critical role of TET1 in brain physiology. However, deletion of Tet1 precludes the disentangling of the catalytic and non-catalytic functions of TET1. Here, we dissect these functions of TET1 by comparing adult cortex of Tet1 wildtype (Tet1 WT), a novel Tet1 catalytically dead mutant (Tet1 HxD), and Tet1 knockout (Tet1 KO) mice. Using DNA methylation array, we uncover that Tet1 HxD and KO mutations perturb the methylation status of distinct subsets of CpG sites. Gene ontology (GO) analysis on specific differential 5hmC regions indicates that TET1\'s catalytic activity is linked to neuronal-specific functions. RNA-Seq further shows that Tet1 mutations predominantly impact the genes that are associated with alternative splicing. Lastly, we performed High-performance Liquid Chromatography Mass-Spectrometry lipidomics on WT and mutant cortices and uncover accumulation of lysophospholipids lysophosphatidylethanolamine and lysophosphatidylcholine in Tet1 HxD cortex. In summary, we show that Tet1 HxD does not completely phenocopy Tet1 KO, providing evidence that TET1 modulates distinct cortical functions through its catalytic and non-catalytic roles.
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  • 文章类型: Journal Article
    背景:已经在少数遗传性癌症中发现了种系突变,但是许多家族性癌症的遗传易感性仍有待阐明。
    方法:这项研究确定了一个呈现不同癌症(乳腺癌,BRCA;食管胃结合部腺癌,AEG;和B细胞急性淋巴细胞白血病,B-ALL)在三代中的每一个中。对外周血或骨髓和癌症活检样品进行全基因组测序和全外显子组测序。对单卵孪生兄弟进行了全基因组亚硫酸氢盐测序,其中一人开发了B-ALL。
    结果:根据ACMG指南,基因组测序的生物信息学分析揭示了20种系突变,特别是DNAH11(c.9463G>A)和CFH(c.2314G>A)基因中的突变,这些突变记录在COSMIC数据库中,并通过Sanger测序进行了验证.在癌症样本中鉴定出41个常见的体细胞突变基因,显示相同类型的单核苷酸取代特征5.同时,PLEK2,MRAS的低甲基化,和RXRA以及与WT1相关的CpG岛的超甲基化在具有B-ALL的双胞胎中显示。
    结论:这些发现揭示了患有多种癌症的谱系中的基因组改变。在DNAH11,CFH基因中发现的突变,和其他基因易患这个家族的恶性肿瘤。WT1、PLEK2、MRAS、在B-ALL的双胞胎中,RXRA会增加癌症易感性。三种癌症之间的体细胞遗传变化的相似性表明对家系的遗传影响。这些具有种系和体细胞突变的家族性癌症,以及表观基因组改变,代表了许多多发性癌症家系的共同分子基础。
    BACKGROUND: Germline mutations have been identified in a small number of hereditary cancers, but the genetic predisposition for many familial cancers remains to be elucidated.
    METHODS: This study identified a Chinese pedigree that presented different cancers (breast cancer, BRCA; adenocarcinoma of the esophagogastric junction, AEG; and B-cell acute lymphoblastic leukemia, B-ALL) in each of the three generations. Whole-genome sequencing and whole-exome sequencing were performed on peripheral blood or bone marrow and cancer biopsy samples. Whole-genome bisulfite sequencing was conducted on the monozygotic twin brothers, one of whom developed B-ALL.
    RESULTS: According to the ACMG guidelines, bioinformatic analysis of the genome sequencing revealed 20 germline mutations, particularly mutations in the DNAH11 (c.9463G > A) and CFH (c.2314G > A) genes that were documented in the COSMIC database and validated by Sanger sequencing. Forty-one common somatic mutated genes were identified in the cancer samples, displaying the same type of single nucleotide substitution Signature 5. Meanwhile, hypomethylation of PLEK2, MRAS, and RXRA as well as hypermethylation of CpG island associated with WT1 was shown in the twin with B-ALL.
    CONCLUSIONS: These findings reveal genomic alterations in a pedigree with multiple cancers. Mutations found in the DNAH11, CFH genes, and other genes predispose to malignancies in this family. Dysregulated methylation of WT1, PLEK2, MRAS, and RXRA in the twin with B-ALL increases cancer susceptibility. The similarity of the somatic genetic changes among the three cancers indicates a hereditary impact on the pedigree. These familial cancers with germline and somatic mutations, as well as epigenomic alterations, represent a common molecular basis for many multiple cancer pedigrees.
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  • 文章类型: Systematic Review
    背景:DNA甲基化可能在单基因感音神经性听力损失和复合体中起调节作用,听力损失的多基因表型形式,包括年龄相关的听力障碍或梅尼埃病。本系统评价的目的是批判性地评估支持DNA甲基化在与听力损失相关的表型中的功能作用的证据。
    结果:搜索策略共产生661篇文章。经过质量评估,选择了25条记录(12项人类DNA甲基化研究,5个实验动物研究和8个报告DNMT1基因突变的研究)。尽管一些甲基化研究报道了与复杂听力损失表型相关的不同基因启动子中CpG甲基化的显着差异(ARHI,耳硬化症,MD),只有一项研究包括一个复制队列,该队列支持在ARHI中TCF25和POLE基因中CpG甲基化的调节作用.相反,几项研究独立证实了DNMT1基因外显子21内的致病性突变,其编码DNA(胞嘧啶-5)-甲基转移酶1酶。这种甲基化酶与一种由常染色体显性遗传的小脑共济失调定义的罕见疾病密切相关。耳聋和嗜睡症(ADCA-DN)。值得注意的是,DNMT1和DNMT3A基因的罕见变异也被报道在噪声诱导的听力损失中。
    结论:支持DNA甲基化在听力损失中的功能作用的证据仅限于ARHI等复杂疾病中的少数基因。DNMT1基因突变与ADCA-DN,表明听力损失基因中的CpG甲基化值得在听力研究中进一步关注。
    BACKGROUND: DNA methylation may have a regulatory role in monogenic sensorineural hearing loss and complex, polygenic phenotypic forms of hearing loss, including age-related hearing impairment or Meniere disease. The purpose of this systematic review is to critically assess the evidence supporting a functional role of DNA methylation in phenotypes associated with hearing loss.
    RESULTS: The search strategy yielded a total of 661 articles. After quality assessment, 25 records were selected (12 human DNA methylation studies, 5 experimental animal studies and 8 studies reporting mutations in the DNMT1 gene). Although some methylation studies reported significant differences in CpG methylation in diverse gene promoters associated with complex hearing loss phenotypes (ARHI, otosclerosis, MD), only one study included a replication cohort that supported a regulatory role for CpG methylation in the genes TCF25 and POLE in ARHI. Conversely, several studies have independently confirmed pathogenic mutations within exon 21 of the DNMT1 gene, which encodes the DNA (cytosine-5)-methyltransferase 1 enzyme. This methylation enzyme is strongly associated with a rare disease defined by autosomal dominant cerebellar ataxia, deafness and narcolepsy (ADCA-DN). Of note, rare variants in DNMT1 and DNMT3A genes have also been reported in noise-induced hearing loss.
    CONCLUSIONS: Evidence supporting a functional role for DNA methylation in hearing loss is limited to few genes in complex disorders such as ARHI. Mutations in the DNMT1 gene are associated with ADCA-DN, suggesting the CpG methylation in hearing loss genes deserves further attention in hearing research.
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  • 文章类型: Journal Article
    谵妄是有风险的,表明患者的预后较差。因此,建立有效的谵妄检测方法至关重要。然而,谵妄的表观遗传病理生理学在很大程度上仍然未知。我们旨在发现与谵妄相关的可靠且可复制的表观遗传(DNA甲基化:DNAm)标记,包括四个独立队列中患者血液中的术后谵妄(POD)。使用IlluminaEPIC阵列平台分析来自四个独立队列(两个住院队列和两个手术队列;每个16至88名患者)的血液DNA用于全基因组DNAm分析。我们检查了有和没有包括POD在内的谵妄患者血液中DNAm的差异。当我们将先前从初始住院患者队列中确定的最高CpG位点与另外三个队列(一个住院患者和两个手术队列)进行比较时,前13个CpG位点中的11个在谵妄组和非谵妄组之间的DNAm值在与初始队列相同的方向上显示出统计学上的显着差异。这项研究证明了表观遗传生物标志物作为未来诊断工具的潜在价值。此外,我们的研究结果为表观遗传学在包括POD在内的谵妄的病理生理学中的潜在作用提供了额外的证据.
    Delirium is risky and indicates poor outcomes for patients. Therefore, it is crucial to create an effective delirium detection method. However, the epigenetic pathophysiology of delirium remains largely unknown. We aimed to discover reliable and replicable epigenetic (DNA methylation: DNAm) markers that are associated with delirium including post-operative delirium (POD) in blood obtained from patients among four independent cohorts. Blood DNA from four independent cohorts (two inpatient cohorts and two surgery cohorts; 16 to 88 patients each) were analyzed using the Illumina EPIC array platform for genome-wide DNAm analysis. We examined DNAm differences in blood between patients with and without delirium including POD. When we compared top CpG sites previously identified from the initial inpatient cohort with three additional cohorts (one inpatient and two surgery cohorts), 11 of the top 13 CpG sites showed statistically significant differences in DNAm values between the delirium group and non-delirium group in the same directions as found in the initial cohort. This study demonstrated the potential value of epigenetic biomarkers as future diagnostic tools. Furthermore, our findings provide additional evidence of the potential role of epigenetics in the pathophysiology of delirium including POD.
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  • 文章类型: Journal Article
    尽管DNA甲基化(DNAm)与许多复杂疾病的发病机理有关,从癌症到心血管疾病到自身免疫性疾病,在这些过程中起关键作用的确切甲基化位点仍然难以捉摸。确定推定的CpG位点和增强疾病病因理解的一种策略是进行全甲基化关联研究(MWAS)。其中可以确定与复杂疾病相关的预测DNA甲基化。然而,当前的MWAS模型主要使用来自单个研究的数据进行训练,从而限制了甲基化预测的准确性和后续关联研究的能力。这里,我们引入了一种新的资源,MWAS估算甲基化组支持摘要级mQTL和相关LD矩阵(MIMOSA),一组模型,通过使用DNA甲基化遗传学联盟(GoDMC)提供的大型汇总级mQTL数据集,大大提高了DNA甲基化的预测准确性和随后的MWAS能力。通过对28种复杂性状和疾病的GWAS(全基因组关联研究)汇总统计的分析,我们证明MIMOSA大大提高了全血中DNA甲基化预测的准确性,为低遗传力CpG位点制作了卓有成效的预测模型,并确定比先前方法明显更多的CpG位点-表型关联。最后,我们使用MIMOSA进行高胆固醇的案例研究,精确定位146个推定因果CpG位点。
    Although DNA methylation (DNAm) has been implicated in the pathogenesis of numerous complex diseases, from cancer to cardiovascular disease to autoimmune disease, the exact methylation sites that play key roles in these processes remain elusive. One strategy to identify putative causal CpG sites and enhance disease etiology understanding is to conduct methylome-wide association studies (MWASs), in which predicted DNA methylation that is associated with complex diseases can be identified. However, current MWAS models are primarily trained using the data from single studies, thereby limiting the methylation prediction accuracy and the power of subsequent association studies. Here, we introduce a new resource, MWAS Imputing Methylome Obliging Summary-level mQTLs and Associated LD matrices (MIMOSA), a set of models that substantially improve the prediction accuracy of DNA methylation and subsequent MWAS power through the use of a large summary-level mQTL dataset provided by the Genetics of DNA Methylation Consortium (GoDMC). Through the analyses of GWAS (genome-wide association study) summary statistics for 28 complex traits and diseases, we demonstrate that MIMOSA considerably increases the accuracy of DNA methylation prediction in whole blood, crafts fruitful prediction models for low heritability CpG sites, and determines markedly more CpG site-phenotype associations than preceding methods. Finally, we use MIMOSA to conduct a case study on high cholesterol, pinpointing 146 putatively causal CpG sites.
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  • 文章类型: Journal Article
    背景:患有频繁的病毒和细菌呼吸道感染的婴儿对常规免疫接种表现出受损的免疫力。他们也更有可能在儿童后期发展慢性呼吸道疾病。这项研究调查了表观遗传谱分析的可行性,以揭示具有早期识别和免疫调节潜力的内生型特异性分子途径。回顾性选择呼吸道感染过敏/哮喘易发(IAP)婴儿和非感染过敏/哮喘易发(NIAP)的外周血单个核细胞进行全基因组DNA甲基化和单核苷酸多态性分析。对IAP婴儿的低疫苗反应性(LVR)表型进行了富集(Fisher精确p值=0.02)。
    结果:出现了813个差异甲基化区域(DMRs)的内型特征,包括238个前导CpG关联(FDR<0.05),涉及与哮喘有关的途径,粘蛋白生产,抗原呈递和炎性小体激活。等位基因变异仅解释了该特征的一小部分。用单磷酰脂质A(MPL)刺激单核细胞,TLR激动剂,在CpG的子集部分反转了这个签名,提示表观遗传重塑的潜力。
    结论:这项概念验证研究为IAP儿童的精确分型奠定了基础,并强调了使用佐剂进行免疫调节策略用于未来研究的潜力。
    BACKGROUND: Infants with frequent viral and bacterial respiratory infections exhibit compromised immunity to routine immunizations. They are also more likely to develop chronic respiratory diseases in later childhood. This study investigated the feasibility of epigenetic profiling to reveal endotype-specific molecular pathways with potential for early identification and immuno-modulation. Peripheral blood mononuclear cells from respiratory infection allergy/asthma-prone (IAP) infants and non-infection allergy/asthma prone (NIAP) were retrospectively selected for genome-wide DNA methylation and single nucleotide polymorphism analysis. The IAP infants were enriched for the low vaccine responsiveness (LVR) phenotype (Fisher\'s exact p-value = 0.02).
    RESULTS: An endotype signature of 813 differentially methylated regions (DMRs) comprising 238 lead CpG associations (FDR < 0.05) emerged, implicating pathways related to asthma, mucin production, antigen presentation and inflammasome activation. Allelic variation explained only a minor portion of this signature. Stimulation of mononuclear cells with monophosphoryl lipid A (MPL), a TLR agonist, partially reversed this signature at a subset of CpGs, suggesting the potential for epigenetic remodeling.
    CONCLUSIONS: This proof-of-concept study establishes a foundation for precision endotyping of IAP children and highlights the potential for immune modulation strategies using adjuvants for future investigation.
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