色氨酸分解代谢途径中阿尔茨海默病特异性转录组学和表观基因组学变化

IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY Alzheimer's Research & Therapy Pub Date : 2024-11-30 DOI:10.1186/s13195-024-01623-4
Kyonghwan Choe, Muhammad Ali, Roy Lardenoije, Renzo J M Riemens, Ehsan Pishva, Horst Bickel, Siegfried Weyerer, Per Hoffmann, Michael Pentzek, Steffi Riedel-Heller, Birgitt Wiese, Martin Scherer, Michael Wagner, Diego Mastroeni, Paul D Coleman, Alfredo Ramirez, Inez H G B Ramakers, Frans R J Verhey, Bart P F Rutten, Gunter Kenis, Daniel L A van den Hove
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引用次数: 0

摘要

背景:神经退行性疾病,包括阿尔茨海默病(AD),与色氨酸(TRP)代谢的改变有关。然而,迄今为止还没有研究系统地探索TRP通路在转录和表观遗传水平上的变化。本研究旨在通过三个独立的队列研究AD中TRP和烟酰胺腺嘌呤二核苷酸(NAD)通路相关基因的转录组、DNA甲基化(5mC)和羟甲基化(5hmC)变化。方法:分析来自AD患者(n = 45)和年龄匹配对照(n = 35)的死后颞中回(MTG)组织的DNA,以及来自两个独立队列的血液样本的DNA:德国初级保健患者衰老、认知和痴呆研究(AgeCoDe)队列(n = 96)和荷兰生物银行阿尔茨海默中心林堡(BBACL)队列(n = 262)。分子分析,包括评估mRNA表达和DNA(羟基)甲基化水平,分别使用HumanHT-12 v4 expression BeadChip和HM 450 K BeadChip阵列进行。通过计算模型,即基因调控网络(GRN)和网络微扰分析,研究了基因之间的功能相互作用和常见表型特异性正、负基本回路的鉴定。用焦磷酸测序法分析IDO2 (cg11251498)的DNA甲基化。结果:在AD患者MTG中发现了12个TRP相关基因和20个nad相关基因的差异表达。与犬尿氨酸途径、最常见的TRP途径和NAD途径相关的基因组在mRNA表达水平上呈现富集。下游分析综合了基因表达、DNA(羟基)甲基化和AD病理数据,以及GRN和网络扰动分析,确定免疫调节基因IDO2是AD的关键候选基因。值得注意的是,在AgeCoDe队列中,IDO2中的一个CpG位点(cg11251498)在AD转化者和非转化者之间表现出显著的甲基化差异。结论:这些发现揭示了AD中TRP-和nad -通路相关基因的转录和表观遗传学改变,强调IDO2是进一步研究的关键候选基因。这些基因及其编码蛋白有潜力成为阿尔茨海默病的新生物标志物和治疗靶点。
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Alzheimer's disease-specific transcriptomic and epigenomic changes in the tryptophan catabolic pathway.

Background: Neurodegenerative disorders, including Alzheimer's disease (AD), have been linked to alterations in tryptophan (TRP) metabolism. However, no studies to date have systematically explored changes in the TRP pathway at both transcriptional and epigenetic levels. This study aimed to investigate transcriptomic, DNA methylomic (5mC) and hydroxymethylomic (5hmC) changes within genes involved in the TRP and nicotinamide adenine dinucleotide (NAD) pathways in AD, using three independent cohorts.

Methods: DNA derived from post-mortem middle temporal gyrus (MTG) tissue from AD patients (n = 45) and age-matched controls (n = 35) was analyzed, along with DNA derived from blood samples from two independent cohorts: the German Study on Ageing, Cognition, and Dementia in Primary Care Patients (AgeCoDe) cohort (n = 96) and the Dutch BioBank Alzheimer Center Limburg (BBACL) cohort (n = 262). Molecular profiling, including assessing mRNA expression and DNA (hydroxy)methylation levels, was conducted using HumanHT-12 v4 Expression BeadChip and HM 450 K BeadChip arrays, respectively. Functional interactions between genes and identification of common phenotype-specific positive and negative elementary circuits were conducted using computational modeling, i.e. gene regulatory network (GRN) and network perturbational analysis. DNA methylation of IDO2 (cg11251498) was analyzed using pyrosequencing.

Results: Twelve TRP- and twenty NAD-associated genes were found to be differentially expressed in the MTG of AD patients. Gene sets associated in the kynurenine pathway, the most common TRP pathway, and NAD pathway, showed enrichment at the mRNA expression level. Downstream analyses integrating data on gene expression, DNA (hydroxy)methylation, and AD pathology, as well as GRN and network perturbation analyses, identified IDO2, an immune regulatory gene, as a key candidate in AD. Notably, one CpG site in IDO2 (cg11251498) exhibited significant methylation differences between AD converters and non-converters in the AgeCoDe cohort.

Conclusion: These findings reveal substantial transcriptional and epigenetic alterations in TRP- and NAD-pathway-associated genes in AD, highlighting IDO2 as a key candidate gene for further investigation. These genes and their encoded proteins hold potential as novel biomarkers and therapeutic targets for AD.

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来源期刊
Alzheimer's Research & Therapy
Alzheimer's Research & Therapy 医学-神经病学
CiteScore
13.10
自引率
3.30%
发文量
172
审稿时长
>12 weeks
期刊介绍: Alzheimer's Research & Therapy is an international peer-reviewed journal that focuses on translational research into Alzheimer's disease and other neurodegenerative diseases. It publishes open-access basic research, clinical trials, drug discovery and development studies, and epidemiologic studies. The journal also includes reviews, viewpoints, commentaries, debates, and reports. All articles published in Alzheimer's Research & Therapy are included in several reputable databases such as CAS, Current contents, DOAJ, Embase, Journal Citation Reports/Science Edition, MEDLINE, PubMed, PubMed Central, Science Citation Index Expanded (Web of Science) and Scopus.
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