Pub Date : 2024-12-01Epub Date: 2024-12-05DOI: 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.
{"title":"Epigenetic aging of semen is associated with inflammation.","authors":"Junxi Feng, Liudmilla Rubbi, Reza Kianian, Jesse Nelson Mills, Vadim Osadchiy, John Tucker Sigalos, Sriram Venkata Eleswarapu, Matteo Pellegrini","doi":"10.1080/15592294.2024.2436304","DOIUrl":"10.1080/15592294.2024.2436304","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":11767,"journal":{"name":"Epigenetics","volume":"19 1","pages":"2436304"},"PeriodicalIF":2.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11622584/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142784751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-11-29DOI: 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.
{"title":"ANRIL upregulates TGFBR1 to promote idiopathic pulmonary fibrosis in TGF-β1-treated lung fibroblasts via sequestering let-7d-5p.","authors":"Weidong Wu, Nanding Yu, Weiming Chen, Yong Zhu","doi":"10.1080/15592294.2024.2435682","DOIUrl":"10.1080/15592294.2024.2435682","url":null,"abstract":"<p><p>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. <i>In vitro</i> 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.</p>","PeriodicalId":11767,"journal":{"name":"Epigenetics","volume":"19 1","pages":"2435682"},"PeriodicalIF":2.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11610569/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142754895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-03-11DOI: 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。
{"title":"m6A reader YTHDC2 mediates NCOA4 mRNA stability affecting ferritinophagy to alleviate secondary injury after intracerebral haemorrhage.","authors":"Fengfeng Li, Fang Wang, Lei Wang, Jianhua Wang, Shanshan Wei, Junjun Meng, Yanan Li, Lei Feng, Pei Jiang","doi":"10.1080/15592294.2024.2326868","DOIUrl":"10.1080/15592294.2024.2326868","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":11767,"journal":{"name":"Epigenetics","volume":"19 1","pages":"2326868"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10936596/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140093595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-09-29DOI: 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.
{"title":"PRKCB methylation: a potential biomarker of MDD with childhood chronic stress, a cross-sectional study in drug-naive, first-episode adolescent MDD.","authors":"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","doi":"10.1080/15592294.2024.2408159","DOIUrl":"10.1080/15592294.2024.2408159","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":11767,"journal":{"name":"Epigenetics","volume":"19 1","pages":"2408159"},"PeriodicalIF":2.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11444515/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142343918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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。
{"title":"Detection of DNA methylation from buccal swabs using nanopore sequencing to study stunting.","authors":"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","doi":"10.1080/15592294.2024.2418717","DOIUrl":"10.1080/15592294.2024.2418717","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":11767,"journal":{"name":"Epigenetics","volume":"19 1","pages":"2418717"},"PeriodicalIF":2.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11540103/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142567113","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-01-17DOI: 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.
{"title":"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.","authors":"Kai Chen, Baiqing Ou, Quan Huang, Daqing Deng, Yi Xiang, Fang Hu","doi":"10.1080/15592294.2023.2293409","DOIUrl":"10.1080/15592294.2023.2293409","url":null,"abstract":"<p><p>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.<b>Abbreviations:</b> 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.</p>","PeriodicalId":11767,"journal":{"name":"Epigenetics","volume":"19 1","pages":"2293409"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10795783/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139485467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-07-05DOI: 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.
{"title":"Direction-aware functional class scoring enrichment analysis of infinium DNA methylation data.","authors":"Mark Ziemann, Mandhri Abeysooriya, Anusuiya Bora, Séverine Lamon, Mary Sravya Kasu, Mitchell W Norris, Yen Ting Wong, Jeffrey M Craig","doi":"10.1080/15592294.2024.2375022","DOIUrl":"10.1080/15592294.2024.2375022","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":11767,"journal":{"name":"Epigenetics","volume":"19 1","pages":"2375022"},"PeriodicalIF":2.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11229754/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141534028","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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。
{"title":"MIMOSA: a resource consisting of improved methylome prediction models increases power to identify DNA methylation-phenotype associations.","authors":"Hunter J Melton, Zichen Zhang, Hong-Wen Deng, Lang Wu, Chong Wu","doi":"10.1080/15592294.2024.2370542","DOIUrl":"10.1080/15592294.2024.2370542","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":11767,"journal":{"name":"Epigenetics","volume":"19 1","pages":"2370542"},"PeriodicalIF":2.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11225927/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141534029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-07-23DOI: 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.
{"title":"Stress-induced epigenetic effects driven by maternal lactation in dairy cattle: a comethylation network approach.","authors":"Adrián López-Catalina, Antonio Reverter, Pamela A Alexandre, Loan T Nguyen, Oscar González-Recio","doi":"10.1080/15592294.2024.2381856","DOIUrl":"10.1080/15592294.2024.2381856","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":11767,"journal":{"name":"Epigenetics","volume":"19 1","pages":"2381856"},"PeriodicalIF":2.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11271077/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141751406","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-01Epub Date: 2024-03-03DOI: 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
{"title":"Epigenome-wide association study of long-term psychosocial stress in older adults.","authors":"Lauren A Opsasnick, Wei Zhao, Lauren L Schmitz, Scott M Ratliff, Jessica D Faul, Xiang Zhou, Belinda L Needham, Jennifer A Smith","doi":"10.1080/15592294.2024.2323907","DOIUrl":"10.1080/15592294.2024.2323907","url":null,"abstract":"<p><p>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 (<i>n</i> = 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 <i>p</i> < 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.</p>","PeriodicalId":11767,"journal":{"name":"Epigenetics","volume":"19 1","pages":"2323907"},"PeriodicalIF":2.9,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10913704/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140021231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}