Alzheimer's disease-specific transcriptomic and epigenomic changes in the tryptophan catabolic pathway

被引:0
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作者
Choe, Kyonghwan [1 ,2 ]
Ali, Muhammad [1 ,2 ,3 ,4 ]
Lardenoije, Roy [1 ,2 ,5 ]
Riemens, Renzo J. M. [1 ,2 ]
Pishva, Ehsan [1 ,2 ,6 ]
Bickel, Horst [7 ]
Weyerer, Siegfried [8 ]
Hoffmann, Per [9 ,10 ,11 ]
Pentzek, Michael [12 ]
Riedel-Heller, Steffi [13 ]
Wiese, Birgitt [14 ]
Scherer, Martin [15 ]
Wagner, Michael [16 ,17 ]
Mastroeni, Diego [1 ,2 ,18 ,19 ]
Coleman, Paul D. [19 ]
Ramirez, Alfredo [16 ,17 ,20 ,21 ,22 ,23 ]
Ramakers, Inez H. G. B. [1 ,2 ,24 ]
Verhey, Frans R. J. [1 ,2 ,24 ]
Rutten, Bart P. F. [1 ,2 ]
Kenis, Gunter [1 ,2 ]
van den Hove, Daniel L. A. [1 ,2 ]
机构
[1] Maastricht Univ, Mental Hlth & Neurosci Res Inst MHeNs, Dept Psychiat & Neuropsychol, Fac Hlth Med Life Sci FHML, NL-6200 MD Maastricht, Netherlands
[2] Maastricht Univ, European Grad Sch Neurosci EURON, NL-6211 LK Maastricht, Netherlands
[3] Univ Luxembourg, Luxembourg Ctr Syst Biomed LCSB, Computat Biol Grp, Belvaux, Luxembourg
[4] Univ Luxembourg, Luxembourg Ctr Syst Biomed LCSB, Biomed Data Sci Grp, 6 Ave Swing, Belvaux L-4367, Luxembourg
[5] Delft Univ Technol, Dept Intelligent Syst, Pattern Recognit & Bioinformat, Delft, Netherlands
[6] Univ Exeter, Med Sch, Exeter, England
[7] Tech Univ Munich, Klinikum Rechts Isar, Klinikum Rechts Isar, Munich, Germany
[8] Heidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Heidelberg, Germany
[9] Univ Bonn, Inst Human Genet, DE-53127 Bonn, Germany
[10] Univ Bonn, Life & Brain Ctr, Dept Genom, D-53127 Bonn, Germany
[11] Univ Basel, Univ Hosp, Dept Biomed, CH-4058 Basel, Switzerland
[12] Heinrich Heine Univ Dusseldorf, Inst Human Genet, Med Fac, D-40225 Dusseldorf, Germany
[13] Univ Leipzig, Inst Social Med Occupat Hlth & Publ Hlth, D-04103 Leipzig, Germany
[14] Hannover Med Sch, Inst Gen Practice, Work Grp Med Stat & IT Infrastructure, Hannover, Germany
[15] Univ Med Ctr Hamburg Eppendorf, Ctr Psychosocial Med, Dept Primary Med Care, D-20246 Hamburg, Germany
[16] Univ Bonn, Dept Neurol, D-53127 Bonn, Germany
[17] German Ctr Neurodegenerat Dis DZNE, Bonn, Germany
[18] Banner Sun Hlth Res Inst, LJ Roberts Ctr Alzheimers Res, Sun City, AZ USA
[19] Arizona State Univ, Biodesign Inst, Neurodegenerat Dis Res Ctr, Tempe, AZ 85281 USA
[20] Univ Cologne, Med Fac, Dept Psychiat & Psychotherapy, Div Neurogenet & Mol Psychiat, D-50937 Cologne, Germany
[21] Univ Cologne, Excellence Cluster Cellular Stress Responses Agin, Cologne, Germany
[22] Dept Psychiat, San Antonio, TX USA
[23] Glenn Biggs Inst Alzheimers & Neurodegenerat Dis, San Antonio, TX USA
[24] Maastricht Univ, Alzheimer Ctr Limburg, Dept Psychiat & Neuropsychol, Maastricht, Netherlands
关键词
Tryptophan (TRP); Alzheimer's disease (AD); Epigenetics; Brain; Blood; Indoleamine 2,3-dioxygenase (IDO); QUINOLINIC ACID; KYNURENINE PATHWAY; DNA METHYLATION; BRAIN; HEALTH; MACROPHAGES; PREVALENCE; MECHANISMS; DEMENTIA; NAD(+);
D O I
10.1186/s13195-024-01623-4
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
BackgroundNeurodegenerative 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.MethodsDNA 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.ResultsTwelve 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.ConclusionThese 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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