AD患者外周血DNA甲基化与FDG - PET信号的关系

IF 13 1区 医学 Q1 CLINICAL NEUROLOGY
Lavinia Perquim, Marco Antônio de Bastiani, Luiza Santos Machado, Wyllians Vendramini Borelli, Guilherme Povala, Thomas Hugentobler Schlickmann, Tharick A. Pascoal, Pedro Rosa‐Neto, Alexandre Santos Cristino, Eduardo R. Zimmer
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Thus, we explore the associations between PB DNA methylation and FDG‐PET signal in the brain of cognitively unimpaired (CU) and AD individuals.MethodWe evaluated CU=43 and AD=122 individuals from the ADNI cohort who underwent FDG‐PET imaging and PB DNA methylation analysis. Methylation data were analyzed using the minfi R package. Correlation analysis was performed with the statistically significant differentially methylated regions (DMRs) (p<0.005) and the regional FDG‐PET standardized uptake value ratio (SUVRs) values extracted with the DKT atlas. Voxel‐wise associations between FDG‐PET and DMRs were tested using linear regressions accounting for group, gender, age, and APOE4 status. The analysis was corrected for multiple comparisons using cluster‐wise RFT (p<0.05).ResultWe identified 478 DMRs (Figure 1), multiple of them significantly associated with regional FDG‐PET SUVRs (Figure 2). The voxel‐based analysis demonstrated that DMR cg02041677, located in the ATE1 gene, was negatively associated with FDG‐PET signal in the left hippocampus, right orbitofrontal gyrus, and right medial temporal gyrus (tmax=‐4.28, ‐4.04, ‐3.58, respectively; p‐value<0.001). The cg11128212, in the intron, nearby two lncRNA (ENSG00000289046, ENSG00000274591), was positively associated with brain metabolism in the left hippocampus, left temporal pole, and left middle temporal gyrus (tmax=4.08, 3.98, 3.80, respectively; p‐value<0.001) while the cg11901271, located in intron, nearby of a LncRNA (ENSG00000287358), showed positive correlations with FDG‐PET in the Left hippocampus (tmax=5.35, respectively; p‐value<0.001) (Figure 3).ConclusionHere, we show that PB DMRs exhibited a significant pattern of association with brain glucose metabolism in vulnerable AD regions. 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引用次数: 0

摘要

在不改变DNA序列的情况下,去遗传学在调节基因转录和响应环境和生活方式变化方面起着至关重要的作用。它们的失调与阿尔茨海默病有关,具有作为血液生物标志物的潜力。然而,没有研究评估外周血(PB)表观遗传生物标志物是否与脑代谢相关,FDG‐PET是一种经典的成像AD生物标志物。因此,我们探讨了认知未受损(CU)和AD个体大脑中PB DNA甲基化与FDG - PET信号之间的关系。方法对来自ADNI队列的CU=43和AD=122个体进行FDG - PET成像和PB DNA甲基化分析。甲基化数据使用minfi R软件包进行分析。将差异甲基化区(DMRs) (p<0.005)与DKT图谱提取的区域性FDG - PET标准化摄取值比(SUVRs)进行相关性分析。FDG - PET和DMRs之间的体素相关性通过考虑组、性别、年龄和APOE4状态的线性回归进行检验。使用聚类RFT对多重比较进行了分析校正(p<0.05)。结果共鉴定出478个DMR(图1),其中多个DMR与区域FDG‐PET SUVRs显著相关(图2)。基于体素的分析表明,位于ATE1基因中的DMR cg02041677与左侧海马、右侧眶额回和右侧内侧颞回的FDG‐PET信号负相关(tmax分别为‐4.28、‐4.04和‐3.58);p必经value< 0.001)。内含子中两个lncRNA (ENSG00000289046、ENSG00000274591)附近的cg11128212与左侧海马、左侧颞极、左侧颞中回脑代谢呈正相关(tmax分别为4.08、3.98、3.80);p‐value<0.001),而位于LncRNA (ENSG00000287358)附近内含子中的cg11901271与左侧海马FDG‐PET呈正相关(tmax分别=5.35;p‐value<0.001)(图3)。结论:在AD易感区域,PB DMRs与脑糖代谢有显著的关联。lncrna是重要的转录调控因子,其甲基化可能影响阿尔茨海默病的基因表达,并有可能作为血液生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Associations between peripheral blood DNA methylation and FDG‐PET signal in AD individuals
BackgroundEpigenetics plays a crucial role in regulating genetic transcription and responding to environmental and lifestyle changes without altering the DNA sequence. Their dysregulation is associated with AD, presenting potential as blood biomarkers. However, no study has evaluated whether peripheral blood (PB) epigenetic biomarkers are associated with brain metabolism, indexed by FDG‐PET, a classic Imaging AD biomarker. Thus, we explore the associations between PB DNA methylation and FDG‐PET signal in the brain of cognitively unimpaired (CU) and AD individuals.MethodWe evaluated CU=43 and AD=122 individuals from the ADNI cohort who underwent FDG‐PET imaging and PB DNA methylation analysis. Methylation data were analyzed using the minfi R package. Correlation analysis was performed with the statistically significant differentially methylated regions (DMRs) (p<0.005) and the regional FDG‐PET standardized uptake value ratio (SUVRs) values extracted with the DKT atlas. Voxel‐wise associations between FDG‐PET and DMRs were tested using linear regressions accounting for group, gender, age, and APOE4 status. The analysis was corrected for multiple comparisons using cluster‐wise RFT (p<0.05).ResultWe identified 478 DMRs (Figure 1), multiple of them significantly associated with regional FDG‐PET SUVRs (Figure 2). The voxel‐based analysis demonstrated that DMR cg02041677, located in the ATE1 gene, was negatively associated with FDG‐PET signal in the left hippocampus, right orbitofrontal gyrus, and right medial temporal gyrus (tmax=‐4.28, ‐4.04, ‐3.58, respectively; p‐value<0.001). The cg11128212, in the intron, nearby two lncRNA (ENSG00000289046, ENSG00000274591), was positively associated with brain metabolism in the left hippocampus, left temporal pole, and left middle temporal gyrus (tmax=4.08, 3.98, 3.80, respectively; p‐value<0.001) while the cg11901271, located in intron, nearby of a LncRNA (ENSG00000287358), showed positive correlations with FDG‐PET in the Left hippocampus (tmax=5.35, respectively; p‐value<0.001) (Figure 3).ConclusionHere, we show that PB DMRs exhibited a significant pattern of association with brain glucose metabolism in vulnerable AD regions. LncRNAs are important transcriptional regulators, the methylation could impact gene expression in AD and present potential as blood biomarkers.
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来源期刊
Alzheimer's & Dementia
Alzheimer's & Dementia 医学-临床神经学
CiteScore
14.50
自引率
5.00%
发文量
299
审稿时长
3 months
期刊介绍: Alzheimer's & Dementia is a peer-reviewed journal that aims to bridge knowledge gaps in dementia research by covering the entire spectrum, from basic science to clinical trials to social and behavioral investigations. It provides a platform for rapid communication of new findings and ideas, optimal translation of research into practical applications, increasing knowledge across diverse disciplines for early detection, diagnosis, and intervention, and identifying promising new research directions. In July 2008, Alzheimer's & Dementia was accepted for indexing by MEDLINE, recognizing its scientific merit and contribution to Alzheimer's research.
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