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Epigenetic aging of semen is associated with inflammation. 精液的表观遗传老化与炎症有关。
IF 2.9 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-12-05 DOI: 10.1080/15592294.2024.2436304
Junxi Feng, Liudmilla Rubbi, Reza Kianian, Jesse Nelson Mills, Vadim Osadchiy, John Tucker Sigalos, Sriram Venkata Eleswarapu, Matteo Pellegrini

Male infertility has been a primary cause of global infertility, affecting 8-12% of couples worldwide. Previous studies have shown that semen quality decreases with advanced aging with an increased presence of inflammatory cells. In this study, we examined changes in the epigenome across a diverse cohort that includes both fertile and infertile men. We also compare the age-associated changes in semen to those observed in buccal swabs in order to characterize differences in epigenetic aging across diverse tissues. We found that variations in the semen methylome associated with aging are linked to inflammatory genes. Many age-associated sites are demethylated with advanced aging and are associated with the activation of inflammatory pathways. By contrast, we do not observe age-associated changes in inflammatory genes in buccal swab methylomes, which instead are characterized by changes to bivalent promoters. Our findings highlight the potential of epigenetic markers as indicators of male reproductive health.

男性不育症一直是全球不育症的主要原因,影响到全世界8-12%的夫妇。先前的研究表明,随着年龄的增长,精液质量会随着炎症细胞的增加而下降。在这项研究中,我们研究了包括有生育能力和不育男性在内的不同人群表观基因组的变化。我们还比较了精液中与年龄相关的变化与口腔拭子中观察到的变化,以表征不同组织中表观遗传衰老的差异。我们发现与衰老相关的精液甲基组的变异与炎症基因有关。许多与年龄相关的位点随着年龄的增长而去甲基化,并与炎症途径的激活有关。相比之下,我们没有观察到口腔拭子甲基组中炎症基因的年龄相关变化,而是以二价启动子的变化为特征。我们的研究结果强调了表观遗传标记作为男性生殖健康指标的潜力。
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引用次数: 0
ANRIL upregulates TGFBR1 to promote idiopathic pulmonary fibrosis in TGF-β1-treated lung fibroblasts via sequestering let-7d-5p. ANRIL上调TGFBR1,通过隔离et-7d-5p促进TGF-β1处理的肺成纤维细胞特发性肺纤维化。
IF 2.9 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-11-29 DOI: 10.1080/15592294.2024.2435682
Weidong Wu, Nanding Yu, Weiming Chen, Yong Zhu

Idiopathic pulmonary fibrosis (IPF) is a progressive and life-threatening respiratory disease characterized by worsening lung function due to excessive scarring. The objective of this study was to investigate the role of the long non-coding RNA ANRIL (antisense non-coding RNA in the INK4 locus) in the development of IPF. Our research revealed a significant increase in ANRIL expression in pulmonary fibrosis, consistent with prior studies indicating elevated ANRIL levels in fibrotic tissues. In vitro experiments demonstrated that elevated ANRIL expression promoted fibroblast activation, as evidenced by the upregulation of fibrosis-related markers. Mechanistically, we found that ANRIL interacts with let-7d-5p, a microRNA involved in gene regulation, acting as a sponge for let-7d-5p. Functional experiments confirmed a potential influence of let-7d-5p on fibroblast activation through direct interaction with ANRIL. Furthermore, our investigation identified TGFBR1 as a potential mediator of ANRIL's fibrogenic effects. Silence of TGFBR1 mitigated the fibrotic phenotype induced by ANRIL overexpression. Collectively, these results suggest that ANRIL promotes fibroblast activation and fibrosis development, possibly through the let-7d-5p/TGFBR1 axis, indicating that ANRIL could be a potential therapeutic target for pulmonary fibrosis.

特发性肺纤维化(IPF)是一种进行性和危及生命的呼吸系统疾病,其特征是由于过度瘢痕形成而导致肺功能恶化。本研究的目的是探讨INK4位点上的长链非编码RNA ANRIL(反义非编码RNA)在IPF发生中的作用。我们的研究显示ANRIL在肺纤维化中的表达显著增加,与先前的研究一致,表明纤维化组织中ANRIL水平升高。体外实验表明,ANRIL表达的升高促进了成纤维细胞的激活,这可以通过纤维化相关标志物的上调来证明。在机制上,我们发现ANRIL与let-7d-5p相互作用,let-7d-5p是一种参与基因调控的microRNA,作为let-7d-5p的海绵。功能实验证实了let-7d-5p通过与ANRIL的直接相互作用对成纤维细胞活化的潜在影响。此外,我们的研究发现TGFBR1是ANRIL纤维化作用的潜在介质。TGFBR1沉默可减轻ANRIL过表达诱导的纤维化表型。总之,这些结果表明ANRIL可能通过let-7d-5p/TGFBR1轴促进成纤维细胞活化和纤维化发展,表明ANRIL可能是肺纤维化的潜在治疗靶点。
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引用次数: 0
m6A reader YTHDC2 mediates NCOA4 mRNA stability affecting ferritinophagy to alleviate secondary injury after intracerebral haemorrhage. m6A 阅读器 YTHDC2 介导 NCOA4 mRNA 的稳定性,影响铁蛋白吞噬,从而减轻脑出血后的继发性损伤。
IF 3.7 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-03-11 DOI: 10.1080/15592294.2024.2326868
Fengfeng Li, Fang Wang, Lei Wang, Jianhua Wang, Shanshan Wei, Junjun Meng, Yanan Li, Lei Feng, Pei Jiang

Oxidative stress and neuronal dysfunction caused by intracerebral haemorrhage (ICH) can lead to secondary injury. The m6A modification has been implicated in the progression of ICH. This study aimed to investigate the role of the m6A reader YTHDC2 in ICH-induced secondary injury. ICH models were established in rats using autologous blood injection, and neuronal cell models were induced with Hemin. Experiments were conducted to overexpress YTH domain containing 2 (YTHDC2) and examine its effects on neuronal dysfunction, brain injury, and neuronal ferritinophagy. RIP-qPCR and METTL3 silencing were performed to investigate the regulation of YTHDC2 on nuclear receptor coactivator 4 (NCOA4). Finally, NCOA4 overexpression was used to validate the regulatory mechanism of YTHDC2 in ICH. The study found that YTHDC2 expression was significantly downregulated in the brain tissues of ICH rats. However, YTHDC2 overexpression improved neuronal dysfunction and reduced brain water content and neuronal death after ICH. Additionally, it reduced levels of ROS, NCOA4, PTGS2, and ATG5 in the brain tissues of ICH rats, while increasing levels of FTH and FTL. YTHDC2 overexpression also decreased levels of MDA and Fe2+ in the serum, while promoting GSH synthesis. In neuronal cells, YTHDC2 overexpression alleviated Hemin-induced injury, which was reversed by Erastin. Mechanistically, YTHDC2-mediated m6A modification destabilized NCOA4 mRNA, thereby reducing ferritinophagy and alleviating secondary injury after ICH. However, the effects of YTHDC2 were counteracted by NCOA4 overexpression. Overall, YTHDC2 plays a protective role in ICH-induced secondary injury by regulating NCOA4-mediated ferritinophagy.

脑内出血(ICH)引起的氧化应激和神经元功能障碍可导致继发性损伤。m6A 修饰与 ICH 的进展有关。本研究旨在探讨 m6A 阅读器 YTHDC2 在 ICH 诱导的继发性损伤中的作用。研究人员利用自体血注射建立了大鼠 ICH 模型,并用 Hemin 诱导了神经元细胞模型。实验过表达含YTH结构域的2(YTHDC2)并检测其对神经元功能障碍、脑损伤和神经元噬铁性的影响。研究人员进行了 RIP-qPCR 和 METTL3 沉默,以研究 YTHDC2 对核受体辅激活子 4(NCOA4)的调控。最后,通过过表达 NCOA4 验证了 YTHDC2 在 ICH 中的调控机制。研究发现,YTHDC2在ICH大鼠脑组织中的表达明显下调。然而,过表达 YTHDC2 可改善 ICH 后神经元功能障碍,降低脑含水量和神经元死亡。此外,它还降低了 ICH 大鼠脑组织中 ROS、NCOA4、PTGS2 和 ATG5 的水平,同时提高了 FTH 和 FTL 的水平。过表达 YTHDC2 还能降低血清中 MDA 和 Fe2+ 的水平,同时促进 GSH 的合成。在神经细胞中,过表达 YTHDC2 可减轻 Hemin 诱导的损伤,而 Erastin 可逆转这种损伤。从机制上讲,YTHDC2 介导的 m6A 修饰破坏了 NCOA4 mRNA 的稳定性,从而减少了铁蛋白吞噬,减轻了 ICH 后的继发性损伤。然而,NCOA4 的过表达抵消了 YTHDC2 的作用。总之,YTHDC2 通过调节 NCOA4 介导的嗜铁蛋白,在 ICH 诱导的继发性损伤中发挥保护作用。
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引用次数: 0
PRKCB methylation: a potential biomarker of MDD with childhood chronic stress, a cross-sectional study in drug-naive, first-episode adolescent MDD. PRKCB 甲基化:伴有童年慢性压力的 MDD 的潜在生物标志物,一项针对药物无效、首次发病的青少年 MDD 的横断面研究。
IF 2.9 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-09-29 DOI: 10.1080/15592294.2024.2408159
Yuanmei Tao, Meijiang Jin, Hang Zhang, Maojia Ran, Hanmei Xu, Shoukang Zou, Fang Deng, Lijuan Huang, Hong Zhang, Xiaolan Wang, Yanping Wang, Huijin Hou, Shufang Liang, Xiaohong Ma, Li Yin

The purpose of this study was to investigate the relationship between childhood chronic stress(CCS), Protein kinase C beta (PRKCB) methylation and adolescent major depressive disorder (MDD). After recruiting 100 adolescents with MDD and 50 healthy controls (HCs), we evaluated the severity of CCS. PRKCB methylation was assessed by pyrosequencing using whole blood-derived DNA. To explore the relationship between CCS, PRKCB and adolescent MDD, we conducted correlation analysis and regression analysis, and constructed multiplicative interaction models and generalized linear models. PRKCB methylation and CCS were both found to be associated with MDD, and CCS was associated with PRKCB methylation. No significant CCS-PRKCB methylation interactions were observed. However, we found the interaction of CCS and MDD on PRKCB methylation. Our results found that PRKCB methylation was influenced by CCS and the disease itself, and PRKCB methylation was significantly positively associated with MDD severity, suggesting that PRKCB methylation may be a potential biomarker for adolescent MDD. This study is a cross-sectional observational study, which cannot draw the conclusion of causality. Prospective cohort studies are needed to further examine the relationship between CCS, adolescent MDD, and PRKCB methylation.

本研究旨在探讨童年慢性压力(CCS)、蛋白激酶C beta(PRKCB)甲基化与青少年重度抑郁障碍(MDD)之间的关系。在招募了100名患有重度抑郁症的青少年和50名健康对照组(HCs)后,我们评估了CCS的严重程度。我们使用全血DNA热测序法评估了PRKCB甲基化情况。为了探讨CCS、PRKCB和青少年MDD之间的关系,我们进行了相关分析和回归分析,并构建了乘法交互模型和广义线性模型。结果发现,PRKCB 甲基化和 CCS 均与 MDD 相关,而 CCS 与 PRKCB 甲基化相关。没有观察到 CCS 与 PRKCB 甲基化之间有明显的交互作用。但是,我们发现 CCS 和 MDD 对 PRKCB 甲基化有交互作用。我们的结果发现,PRKCB甲基化受CCS和疾病本身的影响,PRKCB甲基化与MDD严重程度呈显著正相关,这表明PRKCB甲基化可能是青少年MDD的潜在生物标志物。本研究是一项横断面观察性研究,不能得出因果关系的结论。需要进行前瞻性队列研究,以进一步探讨CCS、青少年多发性抑郁症和PRKCB甲基化之间的关系。
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引用次数: 0
Detection of DNA methylation from buccal swabs using nanopore sequencing to study stunting. 利用纳米孔测序技术检测口腔拭子中的 DNA 甲基化,以研究发育迟缓问题。
IF 2.9 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-11-03 DOI: 10.1080/15592294.2024.2418717
Alim El-Hakim, Inswasti Cahyani, Muhammad Zulfikar Arief, Gilang Akbariani, Asep Muhamad Ridwanuloh, Syam Budi Iryanto, Ratih Rahayu, Daeng Deni Mardaeni, Vincentius Budhyanto, Yusnita, Wening Sari, Anggi Pn Hidayati, Intan Razari, Silviatun Nihayah, Kinasih Prayuni, Chandra Utomo, Ratih Asmana Ningrum, Susanti Susanti, Ahmad Utomo

Stunting is the result of chronic malnutrition due to the lack of micronutrient-based methyl donors required for epigenetic programming during the first 1000 days of life. Methylation studies using bisulfite conversion from blood DNA are invasive and may not be practical for large-scale epidemiological investigation or nutrition intervention programs. Buccal epithelial methylation may reflect early germline methylation. Therefore, buccal cells can serve as convenient sample sources to collect biomarkers associated with the risk of stunting. This study aims to describe the feasibility of nanopore adaptive sampling in detecting DNA methylation from children's buccal DNA. We used adaptive sampling of Oxford Nanopore Technology on barcoded samples to describe differential methylation associated with malnutrition. Overall, the level of 5-methylcytosine (5mC) was lower in stunted children than in normal children. We also found differentially methylated regions at the MIR6724 and RNA45SN1 gene loci on chromosome 21, which was higher in stunted children than in normal children. We described and detected differential DNA methylation in the locus previously not known to be associated with stunting. Interestingly, this locus on chromosome 21 has been implicated in the stunted phenotype of Down syndrome.

发育迟缓是慢性营养不良的结果,原因是在生命的最初 1000 天内缺乏表观遗传编程所需的微量元素甲基供体。利用血液 DNA 进行亚硫酸氢盐转化的甲基化研究具有侵入性,可能不适合大规模流行病学调查或营养干预计划。颊上皮甲基化可能反映了早期种系甲基化。因此,颊细胞可以作为方便的样本来源,收集与发育迟缓风险相关的生物标志物。本研究旨在描述纳米孔自适应采样检测儿童颊细胞DNA甲基化的可行性。我们利用牛津纳米孔技术对条形码样本进行自适应采样,以描述与营养不良相关的不同甲基化情况。总体而言,发育迟缓儿童的 5-甲基胞嘧啶(5mC)含量低于正常儿童。我们还在 21 号染色体上的 MIR6724 和 RNA45SN1 基因位点发现了不同的甲基化区域,发育迟缓儿童的甲基化水平高于正常儿童。我们描述并检测了以前不知道与发育迟缓有关的基因位点的不同 DNA 甲基化。有趣的是,21 号染色体上的这个基因座与唐氏综合征的发育迟缓表型有关。
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引用次数: 0
LncRNA NEAT1 aggravates human microvascular endothelial cell injury by inhibiting the Apelin/Nrf2/HO-1 signalling pathway in type 2 diabetes mellitus with obstructive sleep apnoea. LncRNA NEAT1 通过抑制阻塞性睡眠呼吸暂停的 2 型糖尿病患者的 Apelin/Nrf2/HO-1 信号通路,加重人体微血管内皮细胞损伤。
IF 3.7 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-01-17 DOI: 10.1080/15592294.2023.2293409
Kai Chen, Baiqing Ou, Quan Huang, Daqing Deng, Yi Xiang, Fang Hu

Long noncoding RNAs (lncRNAs) regulate the progression of type 2 diabetes mellitus complicated with obstructive sleep apnoea (T2DM-OSA). However, the role of the lncRNA nuclear paraspeckle assembly transcript 1 (NEAT1) in T2DM-OSA remains unknown. This study aimed to reveal the function of NEAT1 in T2DM-OSA and the underlying mechanism. KKAy mice were exposed to intermittent hypoxia (IH) or intermittent normoxia to generate a T2DM-OSA mouse model. HMEC-1 cells were treated with high glucose (HG) and IH to construct a T2DM-OSA cell model. RNA expression was detected by qRT-PCR. The protein expression of Apelin, NF-E2-related factor 2 (Nrf2), haem oxygenase-1 (HO-1), and up-frameshift suppressor 1 (UPF1) was assessed using western blot. Cell injury was evaluated using flow cytometry, enzyme-linked immunosorbent assay, and oxidative stress kit assays. RIP, RNA pull-down, and actinomycin D assays were performed to determine the associations between NEAT1, UPF1, and Apelin. NEAT1 expression was upregulated in the aortic vascular tissues of mice with T2DM exposed to IH and HMEC-1 cells stimulated with HG and IH, whereas Apelin expression was downregulated. The absence of NEAT1 protected HMEC-1 cells from HG- and IH-induced damage. Furthermore, NEAT1 destabilized Apelin mRNA by recruiting UPF1. Apelin overexpression decreased HG- and IH-induced injury to HMEC-1 cells by activating the Nrf2/HO-1 pathway. Moreover, NEAT1 knockdown reduced HG- and IH-induced injury to HMEC-1 cells through Apelin. NEAT1 silencing reduced HMEC-1 cell injury through the Apelin/Nrf2/HO-1 signalling pathway in T2DM-OSA.Abbreviations: LncRNAs, long non-coding RNAs; T2DM, type 2 diabetes mellitus; OSA, obstructive sleep apnoea; NEAT1, nuclear paraspeckle assembly transcript 1; IH, intermittent hypoxia; HMEC-1, human microvascular endothelial cells; HG, high glucose; Nrf2, NF-E2-related factor 2; UPF1, up-frameshift suppressor 1; HO-1, haem oxygenase-1; qRT-PCR, quantitative real-time polymerase chain reaction; ELISA, enzyme-linked immunosorbent assay; GAPDH, glyceraldehyde 3-phosphate dehydrogenase; TNF-α, tumour necrosis factor-α; CCK-8, Cell Counting Kit-8; IL-1β, interleukin-1β; ROS, reactive oxygen species; MDA, malondialdehyde; SOD, superoxide dismutase; RIP, RNA immunoprecipitation; SD, standard deviations; GSH, glutathione; AIS, acute ischaemic stroke; HMGB1, high mobility group box-1 protein; TLR4, toll-like receptor 4.

长非编码 RNA(lncRNA)可调控 2 型糖尿病并发阻塞性睡眠呼吸暂停(T2DM-OSA)的进展。然而,lncRNA核旁斑块组装转录本1(NEAT1)在T2DM-OSA中的作用仍然未知。本研究旨在揭示 NEAT1 在 T2DM-OSA 中的功能及其内在机制。将 KKAy 小鼠暴露于间歇性低氧(IH)或间歇性常氧,以产生 T2DM-OSA 小鼠模型。用高糖(HG)和IH处理HMEC-1细胞,构建T2DM-OSA细胞模型。通过 qRT-PCR 检测 RNA 表达。用 Western 印迹法评估了 Apelin、NF-E2 相关因子 2(Nrf2)、血氧合酶-1(HO-1)和上帧移位抑制因子 1(UPF1)的蛋白表达。细胞损伤采用流式细胞术、酶联免疫吸附测定法和氧化应激试剂盒测定法进行评估。为了确定 NEAT1、UPF1 和 Apelin 之间的关联,还进行了 RIP、RNA 拉取和放线菌素 D 检测。在暴露于 IH 的 T2DM 小鼠主动脉血管组织和受到 HG 和 IH 刺激的 HMEC-1 细胞中,NEAT1 表达上调,而 Apelin 表达下调。NEAT1 的缺失可保护 HMEC-1 细胞免受 HG 和 IH 诱导的损伤。此外,NEAT1 通过招募 UPF1 使 Apelin mRNA 失稳。Apelin 的过表达可通过激活 Nrf2/HO-1 通路减少 HG 和 IH 诱导的 HMEC-1 细胞损伤。此外,敲除 NEAT1 可通过 Apelin 减少 HG 和 IH 诱导的对 HMEC-1 细胞的损伤。在T2DM-OSA中,沉默NEAT1可通过Apelin/Nrf2/HO-1信号通路减少HMEC-1细胞损伤:缩写:LncRNAs,长非编码 RNAs;T2DM,2 型糖尿病;OSA,阻塞性睡眠呼吸暂停;NEAT1,核旁斑块组装转录本 1;IH,间歇性缺氧;HMEC-1,人微血管内皮细胞;HG,高血糖;Nrf2,NF-E2 相关因子 2;UPF1,上移抑制因子 1;HO-1,血氧合酶-1;qRT-PCR,定量实时聚合酶链反应;ELISA,酶联免疫吸附试验;GAPDH,3-磷酸甘油醛脱氢酶;TNF-α,肿瘤坏死因子-α;CCK-8,细胞计数试剂盒-8;IL-1β,白细胞介素-1β;ROS,活性氧;MDA,丙二醛;SOD:超氧化物歧化酶;RIP:RNA 免疫沉淀;SD:标准差;GSH:谷胱甘肽;AIS:急性缺血性中风;HMGB1:高迁移率组盒-1 蛋白;TLR4:收费样受体 4。
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引用次数: 0
Direction-aware functional class scoring enrichment analysis of infinium DNA methylation data. 对无限DNA甲基化数据进行方向感知功能分类评分富集分析。
IF 2.9 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-07-05 DOI: 10.1080/15592294.2024.2375022
Mark Ziemann, Mandhri Abeysooriya, Anusuiya Bora, Séverine Lamon, Mary Sravya Kasu, Mitchell W Norris, Yen Ting Wong, Jeffrey M Craig

Infinium Methylation BeadChip arrays remain one of the most popular platforms for epigenome-wide association studies, but tools for downstream pathway analysis have their limitations. Functional class scoring (FCS) is a group of pathway enrichment techniques that involve the ranking of genes and evaluation of their collective regulation in biological systems, but the implementations described for Infinium methylation array data do not retain direction information, which is important for mechanistic understanding of genomic regulation. Here, we evaluate several candidate FCS methods that retain directional information. According to simulation results, the best-performing method involves the mean aggregation of probe limma t-statistics by gene followed by a rank-ANOVA enrichment test using the mitch package. This method, which we call 'LAM,' outperformed an existing over-representation analysis method in simulations, and showed higher sensitivity and robustness in an analysis of real lung tumour-normal paired datasets. Using matched RNA-seq data, we examine the relationship of methylation differences at promoters and gene bodies with RNA expression at the level of pathways in lung cancer. To demonstrate the utility of our approach, we apply it to three other contexts where public data were available. First, we examine the differential pathway methylation associated with chronological age. Second, we investigate pathway methylation differences in infants conceived with in vitro fertilization. Lastly, we analyse differential pathway methylation in 19 disease states, identifying hundreds of novel associations. These results show LAM is a powerful method for the detection of differential pathway methylation complementing existing methods. A reproducible vignette is provided to illustrate how to implement this method.

Infinium 甲基化芯片阵列仍然是最流行的表观基因组关联研究平台之一,但用于下游通路分析的工具有其局限性。功能分类评分(FCS)是一组通路富集技术,涉及基因排序和评估它们在生物系统中的集体调控,但针对 Infinium 甲基化阵列数据描述的实现方法不保留方向信息,而方向信息对于从机理上理解基因组调控非常重要。在此,我们评估了几种保留方向信息的候选 FCS 方法。根据模拟结果,表现最好的方法是按基因对探针 limma t 统计量进行平均聚合,然后使用 mitch 软件包进行秩-ANOVA 富集检验。我们称这种方法为 "LAM",它在模拟中的表现优于现有的过度代表性分析方法,并在真实肺部肿瘤-正常配对数据集的分析中表现出更高的灵敏度和稳健性。利用匹配的 RNA-seq 数据,我们研究了启动子和基因体的甲基化差异与肺癌通路水平的 RNA 表达之间的关系。为了证明我们的方法的实用性,我们将其应用到了其他三个有公开数据的领域。首先,我们研究了与年龄相关的不同通路甲基化。其次,我们研究了体外受精婴儿的通路甲基化差异。最后,我们分析了 19 种疾病状态中不同的通路甲基化,发现了数百种新的关联。这些结果表明,LAM 是一种检测不同通路甲基化的强大方法,是对现有方法的补充。我们提供了一个可重复的小故事来说明如何实施这种方法。
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引用次数: 0
MIMOSA: a resource consisting of improved methylome prediction models increases power to identify DNA methylation-phenotype associations. MIMOSA:由改进的甲基组预测模型组成的资源,提高了识别 DNA 甲基化与表型关联的能力。
IF 2.9 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-07-04 DOI: 10.1080/15592294.2024.2370542
Hunter J Melton, Zichen Zhang, Hong-Wen Deng, Lang Wu, Chong Wu

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.

尽管 DNA 甲基化(DNAm)与癌症、心血管疾病、自身免疫性疾病等多种复杂疾病的发病机制有关,但在这些过程中发挥关键作用的确切甲基化位点仍然难以确定。确定推定的致病 CpG 位点并加深对疾病病因学认识的一种策略是进行全甲基化组关联研究(MWAS),通过该研究可以确定与复杂疾病相关的预测 DNA 甲基化。然而,目前的 MWAS 模型主要使用单项研究的数据进行训练,因此限制了甲基化预测的准确性和后续关联研究的能力。在此,我们介绍一种新资源--MWAS Imputing Methylome Obliging Summary-level mQTLs and Associated LD matrices (MIMOSA),这是一套通过使用 DNA 甲基化遗传学联合会(GoDMC)提供的大型摘要级 mQTL 数据集来大幅提高 DNA 甲基化预测准确性和后续 MWAS 功率的模型。通过分析 28 种复杂性状和疾病的 GWAS(全基因组关联研究)汇总统计数据,我们证明 MIMOSA 大大提高了全血中 DNA 甲基化预测的准确性,为低遗传率 CpG 位点创建了富有成效的预测模型,并且与之前的方法相比,确定了明显更多的 CpG 位点-表型关联。最后,我们利用 MIMOSA 进行了一项关于高胆固醇的案例研究,精确定位了 146 个可能的致病 CpG 位点。
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引用次数: 0
Stress-induced epigenetic effects driven by maternal lactation in dairy cattle: a comethylation network approach. 由母体泌乳驱动的奶牛压力诱导表观遗传效应:组合甲基化网络方法。
IF 2.9 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-07-23 DOI: 10.1080/15592294.2024.2381856
Adrián López-Catalina, Antonio Reverter, Pamela A Alexandre, Loan T Nguyen, Oscar González-Recio

Epigenetic marks do not follow the Mendelian laws of inheritance. The environment can alter the epigenotype of an individual when exposed to different external stressors. In lactating cows, the first stages of gestation overlap with the lactation peak, creating a negative energy balance that is difficult to overcome with diet. This negative energy balance could affect early embryo development that must compete with the mammary tissue for nutrients. We hypothesize that the methylation profiles of calves born to nonlactating heifers are different from those of calves born to lactating cows. We found 50,277 differentially methylated cytosines and 2,281 differentially methylated regions between these two groups of animals. A comethylation network was constructed to study the correlation between the phenotypes of the mothers and the epigenome of the calves, revealing 265 regions associated with the phenotypes. Our study revealed the presence of DMCs and DMRs in calves gestated by heifers and lactating cows, which were linked to the dam's lactation and the calves' ICAP and milk EBV. Gene-specific analysis highlighted associations with vasculature and organ morphogenesis and cell communication and signalling. These finding support the hypothesis that calves gestated by nonlactating mothers have a different methylation profile than those gestated by lactating cows.

表观遗传标记并不遵循孟德尔遗传定律。当暴露于不同的外部压力时,环境会改变个体的表观基因型。在泌乳奶牛中,妊娠的最初阶段与泌乳高峰期重叠,会产生难以通过饮食克服的负能量平衡。这种负能量平衡可能会影响早期胚胎的发育,因为胚胎必须与乳腺组织争夺营养。我们假设,非泌乳母牛所生犊牛的甲基化图谱与泌乳母牛所生犊牛的甲基化图谱不同。我们在这两组动物之间发现了 50,277 个不同的甲基化胞嘧啶和 2,281 个不同的甲基化区域。为了研究母牛表型与小牛表观基因组之间的相关性,我们构建了一个组合甲基化网络,发现了与表型相关的 265 个区域。我们的研究揭示了母牛和泌乳牛所产犊牛中存在的DMCs和DMRs,它们与母牛的泌乳期、犊牛的ICAP和牛奶EBV有关。基因特异性分析强调了与血管和器官形态发生以及细胞通讯和信号传导的关联。这些发现支持了一个假设,即非泌乳母牛妊娠的犊牛与泌乳母牛妊娠的犊牛具有不同的甲基化特征。
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引用次数: 0
Epigenome-wide association study of long-term psychosocial stress in older adults. 老年人长期社会心理压力的全表观基因组关联研究。
IF 2.9 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-03-03 DOI: 10.1080/15592294.2024.2323907
Lauren A Opsasnick, Wei Zhao, Lauren L Schmitz, Scott M Ratliff, Jessica D Faul, Xiang Zhou, Belinda L Needham, Jennifer A Smith

Long-term psychosocial stress is strongly associated with negative physical and mental health outcomes, as well as adverse health behaviours; however, little is known about the role that stress plays on the epigenome. One proposed mechanism by which stress affects DNA methylation is through health behaviours. We conducted an epigenome-wide association study (EWAS) of cumulative psychosocial stress (n = 2,689) from the Health and Retirement Study (mean age = 70.4 years), assessing DNA methylation (Illumina Infinium HumanMethylationEPIC Beadchip) at 789,656 CpG sites. For identified CpG sites, we conducted a formal mediation analysis to examine whether smoking, alcohol use, physical activity, and body mass index (BMI) mediate the relationship between stress and DNA methylation. Nine CpG sites were associated with psychosocial stress (all p < 9E-07; FDR q < 0.10). Additionally, health behaviours and/or BMI mediated 9.4% to 21.8% of the relationship between stress and methylation at eight of the nine CpGs. Several of the identified CpGs were in or near genes associated with cardiometabolic traits, psychosocial disorders, inflammation, and smoking. These findings support our hypothesis that psychosocial stress is associated with DNA methylation across the epigenome. Furthermore, specific health behaviours mediate only a modest percentage of this relationship, providing evidence that other mechanisms may link stress and DNA methylation.

长期的社会心理压力与负面的身心健康结果以及不良的健康行为密切相关;然而,人们对压力在表观基因组中所起的作用却知之甚少。压力影响 DNA 甲基化的一个拟议机制是通过健康行为。我们对健康与退休研究(Health and Retirement Study)(平均年龄为 70.4 岁)中的累积性心理社会压力(n = 2,689 人)进行了表观基因组关联研究(EWAS),评估了 789,656 个 CpG 位点的 DNA 甲基化(Illumina Infinium HumanMethylationEPIC Beadchip)。对于已确定的 CpG 位点,我们进行了正式的中介分析,以研究吸烟、饮酒、体育锻炼和体重指数(BMI)是否会中介压力与 DNA 甲基化之间的关系。九个 CpG 位点与社会心理压力有关(所有 p
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引用次数: 0
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