CpG Islands

CpG 群岛
  • 文章类型: Journal Article
    在近端尿道下裂患者中,尽管进行了广泛的基因检测,但通常没有发现遗传原因。参与性发育的许多基因编码转录因子,基因产物的时间和剂量严格。我们假设,尿道下裂男孩的DNA甲基化可能会反复出现差异,并且这些差异可能在出生时较小的患者与适合胎龄的患者之间有所不同。全基因组甲基化DNA测序(MeD-seq)在RE消化后对来自16名不明原因近端尿道下裂男孩的白细胞中的32bpLpnPI限制性内切酶片段进行了,一位患有不明原因的XX睾丸疾病/性发育差异(DSD)和十二位,健康,性别和年龄匹配的对照。患者和XY对照之间的七个差异甲基化区域(DMRs)中的五个在长基因间非蛋白编码RNA665(LINC00665;CpG24525)中。3例患者显示MAP3K1甲基化过度。最后,在XX男孩和XX对照中,没有发现XX睾丸DSD相关基因的DMRs。总之,我们在16例XY近端尿道下裂的男孩中没有观察到可识别的表观遗传特征,出生时小与适合胎龄的儿童之间没有差异.与先前在尿道下裂患者中的甲基化研究相比,没有显示出一致的发现。可能是由于使用了不同的纳入标准,组织和方法。
    In patients with proximal hypospadias, often no genetic cause is identified despite extensive genetic testing. Many genes involved in sex development encode transcription factors with strict timing and dosing of the gene products. We hypothesised that there might be recurrent differences in DNA methylation in boys with hypospadias and that these might differ between patients born small versus appropriate for gestational age. Genome-wide Methylated DNA sequencing (MeD-seq) was performed on 32bp LpnPI restriction enzyme fragments after RE-digestion in leucocytes from 16 XY boys with unexplained proximal hypospadias, one with an unexplained XX testicular disorder/difference of sex development (DSD) and twelve, healthy, sex- and age-matched controls. Five of seven differentially methylated regions (DMRs) between patients and XY controls were in the Long Intergenic Non-Protein Coding RNA 665 (LINC00665; CpG24525). Three patients showed hypermethylation of MAP3K1. Finally, no DMRs in XX testicular DSD associated genes were identified in the XX boy versus XX controls. In conclusion, we observed no recognizable epigenetic signature in 16 boys with XY proximal hypospadias and no difference between children born small versus appropriate for gestational age. Comparison to previous methylation studies in individuals with hypospadias did not show consistent findings, possibly due to the use of different inclusion criteria, tissues and methods.
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  • 文章类型: Journal Article
    背景:血浆代谢组反映了各种生物过程的生理状态,可以作为疾病风险的代表。血浆代谢物变异,受遗传和表观遗传机制的影响,还可以影响细胞微环境和血细胞表观遗传学。血浆代谢组和血细胞表观基因组之间的相互作用仍然难以捉摸。在这项研究中,我们对来自LifeLines-DEEP队列的693名参与者的1183种血浆代谢物进行了全表观基因组关联研究(EWAS),并使用双向孟德尔随机化和中介分析研究了DNA甲基化-代谢物关联中的因果关系.
    结果:在严格调整潜在的混杂因素后,包括遗传学,我们确定了两种血浆代谢物(L-丝氨酸和甘氨酸)与位于两个独立基因组区域(PHGDH中的cg14476101和cg16246545以及SLC1A5中的cg02711608)的3个CpG位点之间的5个强关联,错误发现率小于0.05.进一步的分析揭示了血浆甘氨酸/丝氨酸水平与DNA甲基化之间复杂的双向关系。此外,我们观察到DNA甲基化在甘氨酸/丝氨酸对其代谢/转运基因表达的影响中具有很强的介导作用,介导效应的比例从11.8到54.3%不等。这一结果也在一个独立的基于人群的队列中得到了重复,鹿特丹研究。为了验证我们的发现,我们进行了体外细胞研究,证实了DNA甲基化在PHGDH基因表达调控中的中介作用。
    结论:我们的发现揭示了甘氨酸和丝氨酸通过DNA甲基化调节基因表达的潜在反馈机制。
    BACKGROUND: The plasma metabolome reflects the physiological state of various biological processes and can serve as a proxy for disease risk. Plasma metabolite variation, influenced by genetic and epigenetic mechanisms, can also affect the cellular microenvironment and blood cell epigenetics. The interplay between the plasma metabolome and the blood cell epigenome remains elusive. In this study, we performed an epigenome-wide association study (EWAS) of 1183 plasma metabolites in 693 participants from the LifeLines-DEEP cohort and investigated the causal relationships in DNA methylation-metabolite associations using bidirectional Mendelian randomization and mediation analysis.
    RESULTS: After rigorously adjusting for potential confounders, including genetics, we identified five robust associations between two plasma metabolites (L-serine and glycine) and three CpG sites located in two independent genomic regions (cg14476101 and cg16246545 in PHGDH and cg02711608 in SLC1A5) at a false discovery rate of less than 0.05. Further analysis revealed a complex bidirectional relationship between plasma glycine/serine levels and DNA methylation. Moreover, we observed a strong mediating role of DNA methylation in the effect of glycine/serine on the expression of their metabolism/transport genes, with the proportion of the mediated effect ranging from 11.8 to 54.3%. This result was also replicated in an independent population-based cohort, the Rotterdam Study. To validate our findings, we conducted in vitro cell studies which confirmed the mediating role of DNA methylation in the regulation of PHGDH gene expression.
    CONCLUSIONS: Our findings reveal a potential feedback mechanism in which glycine and serine regulate gene expression through DNA methylation.
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  • 文章类型: Journal Article
    慢性肾脏病(CKD)在美国影响约七分之一的成年人,但是非洲裔美国人(AA)承担着不成比例的更高的疾病负担。表观遗传修饰,例如在胞嘧啶-磷酸-鸟嘌呤(CpG)位点的DNA甲基化,已与肾功能相关,可能在预测CKD风险方面具有临床实用性。鉴于表观基因组之间的动态关系,环境,和疾病,AA可能对环境驱动的甲基化改变特别敏感。此外,纳入CpG甲基化的风险模型已被证明可以预测多个种族群体的疾病。在这项研究中,我们在AAs队列中建立了CKD的甲基化风险评分(MRS)。我们选择了9个CpG位点,这些位点先前在全表观基因组关联研究中被报道与估计的肾小球滤过率(eGFR)相关,以构建高血压遗传流行病学网络(HyperGEN)中的MRS。在逻辑混合模型中,MRS与普遍CKD显着相关,并且对多种敏感性分析具有鲁棒性,包括CKD危险因素。在验证队列中存在适度的复制。总之,我们证明了基于eGFR的CpG评分是CKD的独立预测因子,提示应进一步研究MRS在评估CKD风险和进展方面的临床效用。
    Chronic kidney disease (CKD) impacts about 1 in 7 adults in the United States, but African Americans (AAs) carry a disproportionately higher burden of disease. Epigenetic modifications, such as DNA methylation at cytosine-phosphate-guanine (CpG) sites, have been linked to kidney function and may have clinical utility in predicting the risk of CKD. Given the dynamic relationship between the epigenome, environment, and disease, AAs may be especially sensitive to environment-driven methylation alterations. Moreover, risk models incorporating CpG methylation have been shown to predict disease across multiple racial groups. In this study, we developed a methylation risk score (MRS) for CKD in cohorts of AAs. We selected nine CpG sites that were previously reported to be associated with estimated glomerular filtration rate (eGFR) in epigenome-wide association studies to construct a MRS in the Hypertension Genetic Epidemiology Network (HyperGEN). In logistic mixed models, the MRS was significantly associated with prevalent CKD and was robust to multiple sensitivity analyses, including CKD risk factors. There was modest replication in validation cohorts. In summary, we demonstrated that an eGFR-based CpG score is an independent predictor of prevalent CKD, suggesting that MRS should be further investigated for clinical utility in evaluating CKD risk and progression.
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  • 文章类型: Journal Article
    儿童早期接触氟化物与认知改变有关,情报,注意,和神经行为。氟化物相关的神经发育作用已被证明因性别而异,并且对所涉及的机制过程知之甚少。关于氟化物暴露如何影响表观基因组的研究有限,可能导致调节关键发育过程的特定基因的DNA甲基化变化。在辛辛那提儿童过敏和空气污染研究(CCAAPS)中,使用微扩散法对尿样进行分析,以确定经比重调整后的儿童尿氟化物(CUFsg)浓度.使用Infinium甲基化EPICBeadChip850k阵列评估全血DNA甲基化。在横截面分析中,我们在272名12岁的早期青少年中调查了整个甲基化组775,141个CpG位点的表观基因组DNA甲基化与CUFsg浓度的关系.在所有参与者中,较高的CUF浓度与位于GBF1(cg25435255)基因体中的一个CpG(p<6×10-8)的差异甲基化有关。在女性中,较高浓度的CUFsg与7个CpG的差异甲基化相关;男性中只有3个CpG差异甲基化,女性中没有观察到显著CpG的重叠.次要分析揭示了几个差异甲基化区域(DMRs)和CpG基因座定位到在精神病结局中具有关键作用的基因。社交互动,和认知,以及免疫和代谢表型。虽然氟化物暴露可能会影响青春期早期的表观基因组,这些变化的功能后果尚不清楚,需要进一步调查.
    Exposure to fluoride in early childhood has been associated with altered cognition, intelligence, attention, and neurobehavior. Fluoride-related neurodevelopment effects have been shown to vary by sex and very little is known about the mechanistic processes involved. There is limited research on how fluoride exposure impacts the epigenome, potentially leading to changes in DNA methylation of specific genes regulating key developmental processes. In the Cincinnati Childhood Allergy and Air Pollution Study (CCAAPS), urine samples were analyzed using a microdiffusion method to determine childhood urinary fluoride adjusted for specific gravity (CUFsg) concentrations. Whole blood DNA methylation was assessed using the Infinium MethylationEPIC BeadChip 850 k Array. In a cross-sectional analysis, we interrogated epigenome-wide DNA methylation at 775,141 CpG loci across the methylome in relation to CUFsg concentrations in 272 early adolescents at age 12 years. Among all participants, higher concentrations of CUF were associated with differential methylation of one CpG (p < 6 × 10-8) located in the gene body of GBF1 (cg25435255). Among females, higher concentrations of CUFsg were associated with differential methylation of 7 CpGs; only three CpGs were differentially methylated among males with no overlap of significant CpGs observed among females. Secondary analyses revealed several differentially methylated regions (DMRs) and CpG loci mapping to genes with key roles in psychiatric outcomes, social interaction, and cognition, as well as immunologic and metabolic phenotypes. While fluoride exposure may impact the epigenome during early adolescence, the functional consequences of these changes are unclear warranting further investigation.
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  • 文章类型: Journal Article
    阿片类药物使用障碍(OUD)是一种受性别影响的多方面疾病,可能与表观遗传变化有关的遗传和环境因素。了解这些因素如何相互作用对于理解和解决这种疾病的发展和进展至关重要。我们的目的是阐明在现实世界疼痛单元条件下与OUD相关的女性和男性之间不同的潜在表观遗传和遗传机制。在345个长期阿片类药物治疗的慢性非癌性疼痛中评估了镇痛反应与阿片mu受体(OPRM1)基因(启动子区域中选择的CpG位点1-5)的DNA甲基化水平之间的关联:OUD(n=67)和对照(无OUD,n=278)。病例显示年龄较小,就业状况和生活质量低,但是吗啡等效日剂量和精神药物使用更高,与对照组相比。OUD患者显示OPRM1DNA甲基化显著降低,这与疼痛缓解等临床结果相关,抑郁症和不同的不良事件。在男性研究的五个CpG位点发现了显着差异,并且仅在女性中用于CpG位点3,与OUD诊断有关。这些发现支持表观遗传学和性别作为生物变量的重要性,需要考虑有效的OUD理解和治疗发展。
    Opioid use disorder (OUD) is a multifaceted condition influenced by sex, genetic and environmental factors that could be linked with epigenetic changes. Understanding how these factors interact is crucial to understand and address the development and progression of this disorder. Our aim was to elucidate different potential epigenetic and genetic mechanisms between women and men that correlate with OUD under real-world pain unit conditions. Associations between analgesic response and the DNA methylation level of the opioid mu receptor (OPRM1) gene (CpG sites 1-5 selected in the promoter region) were evaluated in 345 long opioid-treated chronic non cancer pain: cases with OUD (n = 67) and controls (without OUD, n = 278). Cases showed younger ages, low employment status and quality of life, but higher morphine equivalent daily dose and psychotropic use, compared to the controls. The patients with OUD showed a significant decrease in OPRM1 DNA methylation, which correlated with clinical outcomes like pain relief, depression and different adverse events. Significant differences were found at the five CpG sites studied for men, and exclusively in women for CpG site 3, in relation to OUD diagnosis. These findings support the importance of epigenetics and sex as biological variables to be considered toward efficient OUD understanding and therapy development.
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  • 文章类型: Journal Article
    背景:老年患者存在急性肾损伤和慢性肾病的风险。CpG岛DNA甲基化的年龄相关增加与癌症和心血管疾病等衰老相关疾病有关。但肾脏衰老中甲基化与其他肾脏疾病之间的确切因果关系尚不清楚.本研究旨在阐明亚洲人群外周血单个核细胞(PBMC)的甲基化状态。使用台湾生物库的人类全血DNA甲基化分析,我们纳入了同时具有全血基因组甲基化数据和血清肌酐随访数据的参与者.我们调查了高甲基化和低甲基化基因,比较了总体队列中肾小球滤过率(eGFR)下降率较高和较低的参与者,以及eGFR下降率较高的参与者亚组中老年和年轻参与者的比较。鉴定了两个比较分析中的常见基因和信号通路。
    结果:在分析的1587名参与者中,187名参与者的eGFR下降率较高。根据不同eGFR下降和不同年龄参与者的甲基化比较,分别,我们确定了常见的高甲基化基因,包括DNMT3A和GGACT,以及低甲基化基因如ARL6IP5,CYB5D1,BCL6,RPRD2,ZNF451和MIAT在eGFR下降较高的参与者和年龄较大的参与者中.我们观察到信号通路的甲基化状态与衰老以及肾功能下降之间的关联。这些途径特别包括自噬,p38丝裂原活化蛋白激酶,和sirtuins,与自噬过程和细胞因子产生有关。
    结论:通过PBMC的甲基化分析,我们确定了可能在肾脏衰老和肾功能下降的相互作用中起关键作用的基因和信号通路。这些发现有助于开发新的生物标志物,用于识别风险群体,甚至用于发现治疗剂。
    BACKGROUND: Older patients are at risk for acute kidney injury and chronic kidney disease. Age-related increases in DNA methylation at CpG islands have been linked to aging-related diseases like cancer and cardiovascular disease, but the exact causal relationship between methylation in renal aging and other kidney diseases remains unclear. This study aimed to elucidate the methylation status of peripheral blood mononuclear cells (PBMCs) in the Asian population. Using human whole blood DNA methylation analysis from the Taiwan Biobank, we included participants with both whole blood genome-wide methylation data and follow-up data on serum creatinine. We investigated hyper- and hypomethylated genes in comparison of participants with higher and lower estimated glomerular filtration (eGFR) decline rate in overall cohort as well as in comparison of old and young participants in subgroup of participants with higher eGFR decline rate. Common genes and signaling pathways in both comparative analyses were identified.
    RESULTS: Among 1587 participants in the analysis, 187 participants had higher eGFR decline rate. According to the comparison of methylation in participants with different eGFR declines and at different ages, respectively, we identified common hypermethylated genes, including DNMT3A and GGACT, as well as hypomethylated genes such as ARL6IP5, CYB5D1, BCL6, RPRD2, ZNF451, and MIAT in both participants with higher eGFR decline and those of older age. We observed associations between the methylation status of signaling pathways and aging as well as renal function decline. These pathways notably included autophagy, p38 mitogen-activated protein kinases, and sirtuins, which were associated with autophagy process and cytokine production.
    CONCLUSIONS: Through methylation analysis of PBMCs, we identified genes and signaling pathways which could play crucial roles in the interplay of renal aging and renal function decline. These findings contribute to the development of novel biomarkers for identifying at-risk groups and even for therapeutic agent discovery.
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  • 文章类型: Journal Article
    背景:固有/适应性免疫是抗肿瘤治疗的关键。然而,其与胃肠道(GI)癌症的因果关系尚不清楚。
    方法:从MSigDB数据库中提取免疫基因。将GI癌的全基因组关联研究(GWAS)摘要数据与与基因相关的表达定量性状基因座(eQTL)和DNA甲基化定量性状基因座(mQTL)进行整合。基于汇总数据的孟德尔随机化(SMR)和共定位分析用于揭示基因与胃肠道癌症之间的因果关系。敏感性分析采用双样本MR分析。单细胞分析阐明了基因的富集。
    结果:三步SMR分析表明,一种假定的机制,cg17294865CpG位点调控HLA-DRA表达与胃癌风险呈负相关。HLA-DRA在胃癌中的单核细胞/巨噬细胞和骨髓细胞中的表达显着差异。
    结论:这项研究提供了证据,表明上调HLA-DRA的表达水平可以降低胃癌的风险。
    BACKGROUND: Innate/adaptive immunity is the key to anti-tumor therapy. However, its causal relationship to Gastrointestinal (GI) cancer remains unclear.
    METHODS: Immunity genes were extracted from the MSigDB database. The Genome-wide association studies (GWAS) summary data of GI cancer were integrated with expression quantitative trait loci (eQTL) and DNA methylation quantitative trait loci (mQTL) associated with genes. Summary-data-based Mendelian randomization (SMR) and co-localization analysis were used to reveal causal relationships between genes and GI cancer. Two-sample MR analysis was used for sensitivity analysis. Single cell analysis clarified the enrichment of genes.
    RESULTS: Three-step SMR analysis showed that a putative mechanism, cg17294865 CpG site regulating HLA-DRA expression was negatively associated with gastric cancer risk. HLA-DRA was significantly differentially expressed in monocyte/macrophage and myeloid cells in gastric cancer.
    CONCLUSIONS: This study provides evidence that upregulating the expression level of HLA-DRA can reduce the risk of gastric cancer.
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  • 文章类型: Journal Article
    目的:中风是成人发病致残的主要原因。虽然临床因素影响卒中结局,个体之间存在显著的变异性,这可能归因于遗传学和表观遗传学,包括DNA甲基化(DNAm)。我们旨在研究DNAm与卒中预后之间的关联。
    结果:为此,我们从两个独立的中心(BasicMar[发现,N=316]和St.Pau[复制,N=92])。卒中后三个月使用改良的Rankin量表(mRS)评估功能结局,不良结果定义为mRS>2。在前24小时内收集的全血样品中使用450K和EPICBeadChips确定DNAm。我们搜索了370,344CpG中的差异甲基化位置(DMPs),随后在复制队列中测试低于p值<10-5的候选者。然后,我们对两个队列的DMP结果进行了荟萃分析,并使用它们来鉴定差异甲基化区域(DMRs)。在进行了全表观基因组关联研究后,我们发现29个p值<10-5的DMPs,其中一个被复制:cg24391982,注释血小板反应蛋白2(THBS2)基因(p值发现=1.54·10-6;p值复制=9.17·10-4;p值分析=6.39·10-9).此外,在预后不良的患者中鉴定出四个DMRs,注释为锌指蛋白57同源物(ZFP57),花生四烯酸12-脂氧合酶12S型(ALOX12),ABI家族成员3(ABI3)和尿囊酶(ALLC)基因(所有情况下p值<1·10-9)。
    结论:预后不良的患者在THBS2处显示DMP,并在ZFP57,ALOX12,ABI3和ALLC基因上注释了四个DMR。这表明卒中结果与DNAm之间存在关联,这可能有助于确定新的中风恢复机制。
    OBJECTIVE: Stroke is the leading cause of adult-onset disability. Although clinical factors influence stroke outcome, there is a significant variability among individuals that may be attributed to genetics and epigenetics, including DNA methylation (DNAm). We aimed to study the association between DNAm and stroke prognosis.
    RESULTS: To that aim, we conducted a two-phase study (discovery-replication and meta-analysis) in Caucasian patients with ischemic stroke from two independent centers (BasicMar [discovery, N = 316] and St. Pau [replication, N = 92]). Functional outcome was assessed using the modified Rankin Scale (mRS) at three months after stroke, being poor outcome defined as mRS > 2. DNAm was determined using the 450K and EPIC BeadChips in whole-blood samples collected within the first 24 h. We searched for differentially methylated positions (DMPs) in 370,344 CpGs, and candidates below p-value < 10-5 were subsequently tested in the replication cohort. We then meta-analyzed DMP results from both cohorts and used them to identify differentially methylated regions (DMRs). After doing the epigenome-wide association study, we found 29 DMPs at p-value < 10-5 and one of them was replicated: cg24391982, annotated to thrombospondin-2 (THBS2) gene (p-valuediscovery = 1.54·10-6; p-valuereplication = 9.17·10-4; p-valuemeta-analysis = 6.39·10-9). Besides, four DMRs were identified in patients with poor outcome annotated to zinc finger protein 57 homolog (ZFP57), Arachidonate 12-Lipoxygenase 12S Type (ALOX12), ABI Family Member 3 (ABI3) and Allantoicase (ALLC) genes (p-value < 1·10-9 in all cases).
    CONCLUSIONS: Patients with poor outcome showed a DMP at THBS2 and four DMRs annotated to ZFP57, ALOX12, ABI3 and ALLC genes. This suggests an association between stroke outcome and DNAm, which may help identify new stroke recovery mechanisms.
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  • 文章类型: Journal Article
    PhiC31整合系统通过识别哺乳动物细胞中的假attP位点并将外源基因整合到活性染色质的开放染色质区域中,允许靶向且有效的转基因整合和表达。为了研究PhiC31整合开放染色质区高效基因表达的调控模式,这项研究利用泛型染色质开放元件(UCOE)和激活RNA(saRNA)来调节PhiC31整合载体启动子区域的染色质结构。该研究分析了整合启动子中DNA甲基化和核小体占据变化对基因表达水平的影响。结果表明,对于具有中等CG密度的OCT4启动子,与转录起始位点附近的核小体定位变化相比,DNA甲基化对表达的影响较小,这对于增强下游基因表达至关重要。另一方面,对于具有高CG密度的SOX2启动子,转录起始位点上游CpG岛的甲基化增加在影响高表达中起关键作用,但核小体的定位和聚集也有重要影响。总之,分析DNA甲基化模式,核小体定位,和不同启动子的数量分布可以确定PhiC31整合位点是否具有通过利用染色质调节元件进一步增强表达或克服转基因沉默效应的潜力。
    The PhiC31 integration system allows for targeted and efficient transgene integration and expression by recognizing pseudo attP sites in mammalian cells and integrating the exogenous genes into the open chromatin regions of active chromatin. In order to investigate the regulatory patterns of efficient gene expression in the open chromatin region of PhiC31 integration, this study utilized Ubiquitous Chromatin Opening Element (UCOE) and activating RNA (saRNA) to modulate the chromatin structure in the promoter region of the PhiC31 integration vector. The study analysed the effects of DNA methylation and nucleosome occupancy changes in the integrated promoter on gene expression levels. The results showed that for the OCT4 promoter with moderate CG density, DNA methylation had a smaller impact on expression compared to changes in nucleosome positioning near the transcription start site, which was crucial for enhancing downstream gene expression. On the other hand, for the SOX2 promoter with high CG density, increased methylation in the CpG island upstream of the transcription start site played a key role in affecting high expression, but the positioning and clustering of nucleosomes also had an important influence. In conclusion, analysing the DNA methylation patterns, nucleosome positioning, and quantity distribution of different promoters can determine whether the PhiC31 integration site possesses the potential to further enhance expression or overcome transgene silencing effects by utilizing chromatin regulatory elements.
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  • 文章类型: Journal Article
    本研究旨在探讨TXNIP基因甲基化水平的转变与2型糖尿病(T2DM)发病风险之间的关系。这项研究包括263例T2DM和263例匹配的非T2DM参与者。根据TXNIP基因上5个位点(CpG1-5;chr1:145441102-145442001)的甲基化水平,参与者被分为四个过渡组:保持较低,从低到高,从高到低,并保持高甲基化水平。与TXNIP基因CpG2-5甲基化水平保持较低的个体相比,甲基化水平维持较高的个体显示T2DM风险降低61-87%(CpG2[OR:0.34,95%CI:0.14,0.80]为66%;CpG3[OR:0.23,95%CI:0.07,0.78]为77%;CpG4[OR:0.13,95%CI:0.56]为87%;CpG5[OR:0.39,0.92]为61%.在本研究中,TXNIP基因的4个基因座的甲基化水平维持与T2DM事件风险的降低相关。我们的研究表明,保持TXNIP基因的高甲基化水平可能有望成为预防T2DM发病的潜在预防措施。
    Our study aimed to investigate the association between the transition of the TXNIP gene methylation level and the risk of incident type 2 diabetes mellitus (T2DM). This study included 263 incident cases of T2DM and 263 matched non-T2DM participants. According to the methylation levels of five loci (CpG1-5; chr1:145441102-145442001) on the TXNIP gene, the participants were classified into four transition groups: maintained low, low to high, high to low, and maintained high methylation levels. Compared with individuals whose methylation level of CpG2-5 at the TXNIP gene was maintained low, individuals with maintained high methylation levels showed a 61-87% reduction in T2DM risk (66% for CpG2 [OR: 0.34, 95% CI: 0.14, 0.80]; 77% for CpG3 [OR: 0.23, 95% CI: 0.07, 0.78]; 87% for CpG4 [OR: 0.13, 95% CI: 0.03, 0.56]; and 61% for CpG5 [OR: 0.39, 95% CI: 0.16, 0.92]). Maintained high methylation levels of four loci of the TXNIP gene are associated with a reduction of T2DM incident risk in the current study. Our study suggests that preserving hypermethylation levels of the TXNIP gene may hold promise as a potential preventive measure against the onset of T2DM.
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