Epigenomics

表观基因组学
  • 文章类型: Journal Article
    目标:耳鸣,没有任何外部声源的声音感知,是一个普遍的听力健康问题。越来越多的证据表明,遗传的融合,环境,生活方式因素可影响耳鸣的发病机制。我们假设DNA甲基化的改变,发生在胞嘧啶-磷酸-鸟嘌呤(CpG)二核苷酸位点的胞嘧啶处的表观遗传修饰,S-腺苷甲硫氨酸的甲基被转移到胞嘧啶的第五个碳原子上,可能会导致耳鸣。DNA甲基化模式是组织特异性的,但是与耳鸣有关的组织在人类中不容易接近。这项初步研究使用唾液作为替代组织来鉴定与耳鸣相关的差异甲基化CpG区(DMRs)。这项研究是针对报告双侧持续慢性耳鸣的健康年轻人进行的,以限制与年龄相关的混杂因素和与健康相关的合并症的影响。
    方法:本研究评估了来自24名健康年轻成年人的唾液DNA样本的全基因组甲基化水平,这些成年人患有双侧持续慢性耳鸣(>1岁)和24岁,性别,和没有耳鸣的种族匹配的对照。使用Infinium人甲基化EPICBeadChip评估了>850,000个CpG位点的全基因组DNA甲基化。关联分析使用Bumphunter算法对23例和20例符合质量控制标准的对照进行分析。甲基化水平表示为DMRs内CpG位点的曲线下面积。使用0.05的FDR调整的P值阈值来鉴定与耳鸣相关的统计学显著的DMRs。
    结果:我们获得了25个与耳鸣相关的差异甲基化区域(DMRs)。与耳鸣相关的高甲基化DMRs内或附近的基因包括LCLAT1,RUNX1,RUFY1,NUDT12,TTC23,SLC43A2,C4orf27(STPG2),EFCAB4B与耳鸣相关的低甲基化DMRs内或附近的基因包括HLA-DPB2,PM20D1,TMEM18,SNTG2,MUC4,MIR886,MIR596,TXNRD1,EID3,SDHAP3,HLA-DPB2,LASS3(CERS3),C10orf11(LRMDA),HLA-DQB1,NADK,SZRD1,MFAP2,NUP210L,TPM3、INTS9和SLC2A14。遗传变异的负担可以解释涉及HLA-DPB2,HLA-DQB1和MUC4的DMRs的甲基化水平的差异,表明在大型独立队列中需要复制。
    结论:与有关耳鸣的合并症的文献一致,我们确定了与听觉功能有关的DMRs内或附近的基因,化学依赖性,心血管疾病,精神病,免疫疾病,和代谢综合征。这些结果表明,表观遗传机制可能影响耳鸣,唾液可以很好地替代人类耳鸣的表观遗传基础。需要更大样本量的进一步研究来鉴定表观遗传生物标志物并研究它们对耳鸣表型表达的影响。
    OBJECTIVE: Tinnitus, the perception of sound without any external sound source, is a prevalent hearing health concern. Mounting evidence suggests that a confluence of genetic, environmental, and lifestyle factors can influence the pathogenesis of tinnitus. We hypothesized that alteration in DNA methylation, an epigenetic modification that occurs at cytosines of cytosine-phosphate-guanine (CpG) dinucleotide sites, where a methyl group from S-adenyl methionine gets transferred to the fifth carbon of the cytosine, could contribute to tinnitus. DNA methylation patterns are tissue-specific, but the tissues involved in tinnitus are not easily accessible in humans. This pilot study used saliva as a surrogate tissue to identify differentially methylated CpG regions (DMRs) associated with tinnitus. The study was conducted on healthy young adults reporting bilateral continuous chronic tinnitus to limit the influence of age-related confounding factors and health-related comorbidities.
    METHODS: The present study evaluated the genome-wide methylation levels from saliva-derived DNA samples from 24 healthy young adults with bilateral continuous chronic tinnitus (> 1 year) and 24 age, sex, and ethnicity-matched controls with no tinnitus. Genome-wide DNA methylation was evaluated for > 850,000 CpG sites using the Infinium Human Methylation EPIC BeadChip. The association analysis used the Bumphunter algorithm on 23 cases and 20 controls meeting the quality control standards. The methylation level was expressed as the area under the curve of CpG sites within DMRs.The FDR-adjusted p-value threshold of 0.05 was used to identify statistically significant DMRs associated with tinnitus.
    RESULTS: We obtained 25 differentially methylated regions (DMRs) associated with tinnitus. Genes within or in the proximity of the hypermethylated DMRs related to tinnitus included LCLAT1, RUNX1, RUFY1, NUDT12, TTC23, SLC43A2, C4orf27 (STPG2), and EFCAB4B. Genes within or in the proximity of hypomethylated DMRs associated with tinnitus included HLA-DPB2, PM20D1, TMEM18, SNTG2, MUC4, MIR886, MIR596, TXNRD1, EID3, SDHAP3, HLA-DPB2, LASS3 (CERS3), C10orf11 (LRMDA), HLA-DQB1, NADK, SZRD1, MFAP2, NUP210L, TPM3, INTS9, and SLC2A14. The burden of genetic variation could explain the differences in the methylation levels for DMRs involving HLA-DPB2, HLA-DQB1, and MUC4, indicating the need for replication in large independent cohorts.
    CONCLUSIONS: Consistent with the literature on comorbidities associated with tinnitus, we identified genes within or close to DMRs involved in auditory functions, chemical dependency, cardiovascular diseases, psychiatric conditions, immune disorders, and metabolic syndromes. These results indicate that epigenetic mechanisms could influence tinnitus, and saliva can be a good surrogate for identifying the epigenetic underpinnings of tinnitus in humans. Further research with a larger sample size is needed to identify epigenetic biomarkers and investigate their influence on the phenotypic expression of tinnitus.
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  • 文章类型: Journal Article
    目标和标签下的切割(CUT&Tag)是一种用于强大的表观基因组分析的最新方法,与传统的染色质免疫沉淀(ChIP-Seq)不同,只需要有限量的细胞作为起始材料。RNA测序(RNA-Seq)揭示了生物样品中RNA的存在和数量,描述不断变化的细胞转录组。转录活性的综合分析,组蛋白修饰,与完善的ChIP-Seq相比,通过CUT和Tag的染色质可及性仍处于起步阶段。本章介绍了一种强大的生物信息学方法和工作流程,以执行综合CUT&Tag/RNA-Seq分析。
    Cleavage Under Targets and Tagmentation (CUT&Tag) is a recent methodology used for robust epigenomic profiling that, unlike conventional chromatin immunoprecipitation (ChIP-Seq), requires only a limited amount of cells as starting material. RNA sequencing (RNA-Seq) reveals the presence and quantity of RNA in a biological sample, describing the continuously changing cellular transcriptome. The integrated analysis of transcriptional activity, histone modifications, and chromatin accessibility via CUT&Tag is still in its infancy compared to the well-established ChIP-Seq. This chapter describes a robust bioinformatics methodology and workflow to perform an integrative CUT&Tag/RNA-Seq analysis.
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  • 文章类型: Journal Article
    靶标下的切割和标签(CUT&Tag)提供高分辨率测序文库,用于分析不同的染色质组分。该协议详细说明了从新鲜或冷冻组织生成CUT&标签库的步骤。这个CUT&标记工作流程有九个主要步骤:从组织中分离细胞核,细胞核与刀豆蛋白A包被的珠子结合,一级抗体的结合,第二抗体的结合,结合pA-Tn5衔接子复合物,标签化,DNA提取,PCR,以及PCR后的清理和大小选择。该协议使我们能够在广泛的新鲜和冷冻组织类型中生成和测序CUT&标签库。
    Cleavage Under Targets and Tagmentation (CUT&Tag) provides high-resolution sequencing libraries for profiling diverse chromatin components. This protocol details the steps to generate CUT&Tag libraries from fresh or frozen tissues. This CUT&Tag workflow has nine main steps: isolation of nuclei from tissues, binding of nuclei to Concanavalin A-coated beads, binding of the primary antibody, binding of the secondary antibody, binding pA-Tn5 adapter complex, tagmentation, DNA extraction, PCR, and post-PCR cleanup and size selection. This protocol enabled us to generate and sequence CUT&Tag libraries across a broad range of fresh and frozen tissue types.
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  • 文章类型: Journal Article
    透明细胞卵巢癌(CCOC)的细胞起源,卵巢癌的主要组织学亚型仍然难以捉摸。这里,我们探索了候选细胞来源,并使用整合的基因组/表观基因组分析鉴定了分子亚型.我们进行了全外显子组测序,微阵列,根据原始诊断,对78份CCOC样本进行DNA甲基化阵列。结果表明,ARID1A和/或PIK3CA突变与DNA修复相关基因是相互排斥的,包括TP53、BRCA1和ATM。CCOC和其他卵巢癌(n=270)与输卵管正常组织的聚集,卵巢表面上皮,子宫内膜上皮,和盆腔腹膜间皮(PPM)在甲基化阵列中显示主要CCOC亚型(具有ARID1A和/或PIK3CA突变)与PPM-lile簇相关(n=64)。该簇被细分为三个簇:(1)错配修复(MMR)缺乏肿瘤突变负荷高(n=2),(2)ARID1A的改变(n=51),和(3)ARID1A野生型(n=11)。其余样品(n=14)被细分为(4)卵巢表面上皮样(n=11)和(5)输卵管样(被认为是高级浆液性组织型;n=3)。其中,亚型(1-3)和其他(4和5)被发现与免疫反应特征和上皮-间质转化有关,分别。这些结果有助于将CCOC分层为生物亚型。
    The cellular origin of clear cell ovarian carcinoma (CCOC), a major histological subtype of ovarian carcinoma remains elusive. Here, we explored the candidate cellular origin and identify molecular subtypes using integrated genomic/epigenomic analysis. We performed whole exome-sequencing, microarray, and DNA methylation array in 78 CCOC samples according to the original diagnosis. The findings revealed that ARID1A and/or PIK3CA mutations were mutually exclusive with DNA repair related genes, including TP53, BRCA1, and ATM. Clustering of CCOC and other ovarian carcinomas (n = 270) with normal tissues from the fallopian tube, ovarian surface epithelium, endometrial epithelium, and pelvic peritoneum mesothelium (PPM) in a methylation array showed that major CCOC subtypes (with ARID1A and/or PIK3CA mutations) were associated with the PPM-lile cluster (n = 64). This cluster was sub-divided into three clusters: (1) mismatch repair (MMR) deficient with tumor mutational burden-high (n = 2), (2) alteration of ARID1A (n = 51), and (3) ARID1A wild-type (n = 11). The remaining samples (n = 14) were subdivided into (4) ovarian surface epithelium-like (n = 11) and (5) fallopian tube-like (considered as high-grade serous histotype; n = 3). Among these, subtypes (1-3) and others (4 and 5) were found to be associated with immunoreactive signatures and epithelial-mesenchymal transition, respectively. These results contribute to the stratification of CCOC into biological subtypes.
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  • 文章类型: Journal Article
    由于其对免疫调节性CD4+调节性T(Treg)细胞的刺激潜力,低剂量白细胞介素-2(IL-2)免疫疗法在自身免疫性疾病的治疗中得到了广泛的关注。在这项研究人员发起的单臂非安慰剂对照2期临床试验中,系统性红斑狼疮(SLE)患者低剂量IL-2免疫疗法,我们生成了一个全面的人体对低剂量IL-2的体内免疫反应图集。我们通过成像质量细胞仪对循环和皮肤免疫细胞进行了深入研究,高参数流式细胞术,转录组学,和靶向血清蛋白质组学。低剂量IL-2刺激各种循环免疫细胞,包括在SLE患者皮肤中出现的具有皮肤归巢表型的Treg细胞与内皮细胞紧密相互作用。表面蛋白和转录组的分析揭示了不同的IL-2驱动的Treg细胞激活程序,包括肠道归巢CD38+,皮肤归巢HLA-DR+,和高度增殖的炎症归巢CD38+HLA-DR+Treg细胞。总的来说,这些数据定义了对IL-2免疫疗法有反应的不同的人Treg细胞亚群.
    Due to its stimulatory potential for immunomodulatory CD4+ regulatory T (Treg) cells, low-dose interleukin-2 (IL-2) immunotherapy has gained considerable attention for the treatment of autoimmune diseases. In this investigator-initiated single-arm non-placebo-controlled phase-2 clinical trial of low-dose IL-2 immunotherapy in systemic lupus erythematosus (SLE) patients, we generated a comprehensive atlas of in vivo human immune responses to low-dose IL-2. We performed an in-depth study of circulating and cutaneous immune cells by imaging mass cytometry, high-parameter flow cytometry, transcriptomics, and targeted serum proteomics. Low-dose IL-2 stimulated various circulating immune cells, including Treg cells with a skin-homing phenotype that appeared in the skin of SLE patients in close interaction with endothelial cells. Analysis of surface proteins and transcriptomes revealed different IL-2-driven Treg cell activation programs, including gut-homing CD38+, skin-homing HLA-DR+, and highly proliferative inflammation-homing CD38+ HLA-DR+ Treg cells. Collectively, these data define the distinct human Treg cell subsets that are responsive to IL-2 immunotherapy.
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  • 文章类型: Journal Article
    TGF(转化生长因子)-β途径是血脑屏障发育的核心,因为它调节周细胞和内皮细胞之间的串扰。脑周细胞(突变体)中缺乏TGFβ受体Alk5(活化素受体样激酶5)的小鼠胚胎显示内皮细胞过度增殖,血管形态异常,和大体生发基质出血-脑室内出血(GMH-IVH),导致围产期致死。非细胞周细胞中ALK5信号如何自主调节内皮细胞行为的潜在机制仍然难以捉摸。
    使用ALK5沉默的人脑周细胞的转录组学分析鉴定了差异基因表达。从具有GMH-IVH的突变胚胎小鼠和早产人IVH脑样品中分离的脑血管细胞用于靶标验证。最后,药理学和遗传抑制用于研究对GMH-IVH病理的治疗作用。
    这里,我们确定TGFβ/ALK5途径通过表观遗传重塑强烈抑制周细胞中的ANGPT2(血管生成素-2)。TGFβ驱动的SMAD(母亲对十性截瘫的抑制作用)3/4与TGIF1(TGFβ诱导的同源异型盒1)和HDAC(组蛋白脱乙酰酶)5结合,在Angpt2启动子处形成共阻遏复合物,导致启动子脱乙酰和基因抑制。此外,鼠和人生发基质血管在GMH-IVH期间显示ANGPT2表达增加。从鼠生发基质中分离血管细胞将周细胞鉴定为过量ANGPT2的细胞来源。此外,突变的内皮细胞表现出更高的磷酸化TIE2(酪氨酸蛋白激酶受体)。突变体中ANGPT2的药理学或遗传学抑制改善生发基质血管形态并减弱GMH发病机理。重要的是,突变周细胞中Angpt2的遗传消融可防止围产期致死,延长生存期。
    该研究表明,周细胞中TGFβ介导的ANGPT2抑制对于维持血脑屏障完整性至关重要,并将周细胞衍生的ANGPT2确定为GMH-IVH的重要病理靶标。
    UNASSIGNED: TGF (transforming growth factor)-β pathway is central to blood-brain barrier development as it regulates cross talk between pericytes and endothelial cells. Murine embryos lacking TGFβ receptor Alk5 (activin receptor-like kinase 5) in brain pericytes (mutants) display endothelial cell hyperproliferation, abnormal vessel morphology, and gross germinal matrix hemorrhage-intraventricular hemorrhage (GMH-IVH), leading to perinatal lethality. Mechanisms underlying how ALK5 signaling in pericytes noncell autonomously regulates endothelial cell behavior remain elusive.
    UNASSIGNED: Transcriptomic analysis of human brain pericytes with ALK5 silencing identified differential gene expression. Brain vascular cells isolated from mutant embryonic mice with GMH-IVH and preterm human IVH brain samples were utilized for target validation. Finally, pharmacological and genetic inhibition was used to study the therapeutic effects on GMH-IVH pathology.
    UNASSIGNED: Herein, we establish that the TGFβ/ALK5 pathway robustly represses ANGPT2 (angiopoietin-2) in pericytes via epigenetic remodeling. TGFβ-driven SMAD (suppressor of mothers against decapentaplegic) 3/4 associates with TGIF1 (TGFβ-induced factor homeobox 1) and HDAC (histone deacetylase) 5 to form a corepressor complex at the Angpt2 promoter, resulting in promoter deacetylation and gene repression. Moreover, murine and human germinal matrix vessels display increased ANGPT2 expression during GMH-IVH. Isolation of vascular cells from murine germinal matrix identifies pericytes as a cellular source of excessive ANGPT2. In addition, mutant endothelial cells exhibit higher phosphorylated TIE2 (tyrosine protein kinase receptor). Pharmacological or genetic inhibition of ANGPT2 in mutants improves germinal matrix vessel morphology and attenuates GMH pathogenesis. Importantly, genetic ablation of Angpt2 in mutant pericytes prevents perinatal lethality, prolonging survival.
    UNASSIGNED: This study demonstrates that TGFβ-mediated ANGPT2 repression in pericytes is critical for maintaining blood-brain barrier integrity and identifies pericyte-derived ANGPT2 as an important pathological target for GMH-IVH.
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  • 文章类型: Journal Article
    炎症性肠病(IBD)代表异质性和复发性肠道疾病,对个体的生活质量有严重影响,并且患病率持续增加。近年来,测序技术的发展为探索IBD的复杂发病机制提供了新的手段。一个理想的解决方案是以研究多种细胞和分子相互作用的精准医学方法为代表,它们是执行整体功能的工具,系统,和基因组的公正分析,转录组,蛋白质组学,代谢组学,和微生物组。因此,这导致当前研究的方向是鉴定可成功用于IBD患者治疗的新生物标志物.多组学探索了这些疾病特征变异的维度,提供了了解影响肠道稳态的细胞和分子机制的优势,可以更好地预测疾病的发展和治疗的选择。这篇综述集中在预后和预测生物标志物领域取得的进展,强调局限性,挑战,以及与基因组学和表观基因组学技术在临床实践中的应用相关的机会。
    Inflammatory bowel disease (IBD) represents heterogeneous and relapsing intestinal conditions with a severe impact on the quality of life of individuals and a continuously increasing prevalence. In recent years, the development of sequencing technology has provided new means of exploring the complex pathogenesis of IBD. An ideal solution is represented by the approach of precision medicine that investigates multiple cellular and molecular interactions, which are tools that perform a holistic, systematic, and impartial analysis of the genomic, transcriptomic, proteomic, metabolomic, and microbiomics sets. Hence, it has led to the orientation of current research towards the identification of new biomarkers that could be successfully used in the management of IBD patients. Multi-omics explores the dimension of variation in the characteristics of these diseases, offering the advantage of understanding the cellular and molecular mechanisms that affect intestinal homeostasis for a much better prediction of disease development and choice of treatment. This review focuses on the progress made in the field of prognostic and predictive biomarkers, highlighting the limitations, challenges, and also the opportunities associated with the application of genomics and epigenomics technologies in clinical practice.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    目的:先兆子痫(PE)和胎儿生长受限(FGR)通常与母体炎症以及患病母亲的心血管和代谢疾病风险增加有关。导致随后疾病风险增加的机制可能涉及先天免疫细胞的重新编程,以表观遗传修饰为特征。
    方法:从患有PE的女性中循环单核细胞,FGR,分娩前隔离或无并发症妊娠(对照)。评估了暴露于脂多糖(LPS)后单核细胞中细胞因子的释放以及TNF启动子序列中赖氨酸4-三甲基化组蛋白3(H3K4me3)的存在。评估了来自患有PE或无并发症妊娠的女性的循环单核细胞的单细胞转录组概况。
    结果:来自患有PE或FGR的女性的单核细胞表现出响应于LPS的IL-10分泌增加和IL-1β和GM-CSF分泌减少。尽管对照单核细胞的培养物中的TNFα分泌与有或没有LPS暴露的复杂妊娠中的单核细胞相比没有显着差异,复杂妊娠的单核细胞与TNF启动子序列相关的H3K4me3水平显着降低。差异表达基因的簇定量和途径分析显示,在患有PE的女性循环单核细胞群体中,抗炎骨髓细胞的比例增加,炎性非经典单核细胞的比例降低。
    结论:来自PE和FGR女性的单核细胞在分娩前表现出免疫耐受表型。需要进一步调查以确定这种致耐受性表型在受影响的妊娠后是否持续存在,并导致随后疾病的风险增加。
    OBJECTIVE: Preeclampsia (PE) and fetal growth restriction (FGR) are often associated with maternal inflammation and an increased risk of cardiovascular and metabolic disease in the affected mothers. The mechanism responsible for this increased risk of subsequent disease may involve reprogramming of innate immune cells, characterized by epigenetic modifications.
    METHODS: Circulating monocytes from women with PE, FGR, or uncomplicated pregnancies (control) were isolated before labor. Cytokine release from monocytes following exposure to lipopolysaccharide (LPS) and the presence of lysine 4-trimethylated histone 3 (H3K4me3) within TNF promoter sequences were evaluated. Single-cell transcriptomic profiles of circulating monocytes from women with PE or uncomplicated pregnancies were assessed.
    RESULTS: Monocytes from women with PE or FGR exhibited increased IL-10 secretion and decreased IL-1β and GM-CSF secretion in response to LPS. While TNFα secretion was not significantly different in cultures of control monocytes versus those from complicated pregnancies with or without LPS exposure, monocytes from complicated pregnancies had significantly decreased levels of H3K4me3 associated with TNF promoter sequences. Cluster quantification and pathway analysis of differentially expressed genes revealed an increased proportion of anti-inflammatory myeloid cells and a lower proportion of inflammatory non-classical monocytes among the circulating monocyte population in women with PE.
    CONCLUSIONS: Monocytes from women with PE and FGR exhibit an immune tolerance phenotype before initiation of labor. Further investigation is required to determine whether this tolerogenic phenotype persists after the affected pregnancy and contributes to increased risk of subsequent disease.
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