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Tubbs C, Benton ML, McArthur E, Capra JA, Ruderfer DM. Identifying deleterious noncoding variation through gain and loss of CTCF binding activity. Am J Hum Genet 2025; 112:892-902. [PMID: 40049170 DOI: 10.1016/j.ajhg.2025.02.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 02/07/2025] [Accepted: 02/10/2025] [Indexed: 04/06/2025] Open
Abstract
CCCTC binding factor (CTCF) regulates gene expression through DNA binding at thousands of genomic loci. Genetic variation in these CTCF binding sites (CBSs) is an important driver of phenotypic variation, yet extracting those that are likely to have functional consequences in whole-genome sequencing remains challenging. To address this, we develop a hypothesis-driven framework to identify and prioritize CBS variants in gnomAD. We synthesize CTCF's binding patterns at 1,063,878 genomic loci across 214 biological contexts into a summary of binding activity. We find that high binding activity significantly correlates with both conserved nucleotides (Pearson R = 0.35, p < 2.2 × 10-16) and sequences that contain high-quality CTCF binding motifs (Pearson R = 0.63, p = 2.9 × 10-12). We then use binding activity to evaluate high-confidence allelic binding predictions for 1,253,329 single-nucleotide variations (SNVs) in gnomAD that disrupt a CBS. We find a strong, positive relationship between the mutability-adjusted proportion of singletons (MAPS) metric and the loss of CTCF binding at loci with high in vitro activity (Pearson R = 0.74, p < 2.2 × 10-16). To contextualize these findings, we apply MAPS to other functional classes of variation and find that a subset of 339,380 loss of CTCF binding variants is observed as infrequently as missense variants are. This work nominates these thousands of rare, noncoding variants that disrupt CTCF binding for further functional studies while providing a blueprint for prioritizing variation in other transcription factor binding sequences.
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Affiliation(s)
- Colby Tubbs
- Division of Genetic Medicine, Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA.
| | | | - Evonne McArthur
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - John A Capra
- Department of Epidemiology and Biostatistics, Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, USA
| | - Douglas M Ruderfer
- Division of Genetic Medicine, Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA; Center for Digital Genomic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
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2
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Lucero K, Han S, Huang PY, Qiu X, Mazzoni EO, Reinberg D. CTCF-RNA interactions orchestrate cell-specific chromatin loop organization. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.19.643339. [PMID: 40166279 PMCID: PMC11956997 DOI: 10.1101/2025.03.19.643339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
CCCTC-binding factor (CTCF) is essential for chromatin organization. CTCF interacts with endogenous RNAs, and deletion of its ZF1 RNA-binding region (ΔZF1) disrupts chromatin loops in mouse embryonic stem cells (ESCs). However, the functional significance of CTCF-ZF1 RNA interactions during cell differentiation is unknown. Using an ESC-to-neural progenitor cell (NPC) differentiation model, we show that CTCF-ZF1 is crucial for maintaining cell-type-specific chromatin loops. Expression of CTCF-ΔZF1 leads to disrupted loops and dysregulation of genes within these loops, particularly those involved in neuronal development and function. We identified NPC-specific, CTCF-ZF1 interacting RNAs. Truncation of two such coding RNAs, Podxl and Grb10, disrupted chromatin loops in cis, similar to the disruption seen in CTCF-ΔZF1 expressing NPCs. These findings underscore the inherent importance of CTCF-ZF1 RNA interactions in preserving cell-specific genome structure and cellular identity.
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Affiliation(s)
- Kimberly Lucero
- Department of Cell Biology and Regenerative Medicine, New York University Langone Medical Center, New York, NY, USA
- Department of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, NY, USA
| | - Sungwook Han
- Department of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, NY, USA
- Sylvester Comprehensive Cancer Center, Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, USA
- Howard Hughes Medical Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Pin-Yao Huang
- Department of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, NY, USA
| | - Xiang Qiu
- Department of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, NY, USA
| | - Esteban O. Mazzoni
- Department of Cell Biology and Regenerative Medicine, New York University Langone Medical Center, New York, NY, USA
| | - Danny Reinberg
- Department of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, NY, USA
- Sylvester Comprehensive Cancer Center, Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, USA
- Howard Hughes Medical Institute, University of Miami Miller School of Medicine, Miami, FL, USA
- Lead Contact
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Honda K, Awazu A. Potential multiple disease progression pathways in female patients with Alzheimer's disease inferred from transcriptome and epigenome data of the dorsolateral prefrontal cortex. PLoS One 2025; 20:e0313733. [PMID: 40100818 PMCID: PMC11918443 DOI: 10.1371/journal.pone.0313733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Accepted: 02/07/2025] [Indexed: 03/20/2025] Open
Abstract
Late-onset Alzheimer's disease (AD) is a typical type of dementia for which therapeutic strategies have not yet been established. The database of the Rush Alzheimer's Disease study by the ENCODE consortium contains transcriptome and various epigenome data. Although the Rush AD database may contain a satisfactory amount of data for women, the amount of data for men remains insufficient. Here, based on an analysis of publicly available data from female patients, this study found that AD pathology appears to be nonuniform; AD patients were divided into several groups with differential gene expression patterns, including those related to cognitive function. First, cluster analysis was performed on individuals diagnosed with "No Cognitive Impairment (NCI)," "Mild Cognitive Impairment (MCI)," and "Alzheimer's Disease (AD)" stages in clinical trials using gene expression, and multiple substages were identified across AD progression. The epigenome data, in particular genome-wide H3k4me3 distribution data, also supported the existence of multiple AD substages. However, APOE gene polymorphisms of individuals seemed to not correlate with disease stage. An inference of adjacency networks among substages, evaluated via partition-based graph abstraction using the gene expression profiles of individuals, suggested the possibility of multiple typical disease progression pathways from NCI to different AD substages through various MCI substages. These findings could refine biomarker discovery or inform personalized therapeutic approaches.
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Affiliation(s)
- Kousei Honda
- Graduate School of Integrated Sciences for Life, Hiroshima University, Higashihiroshima, Hiroshima, Japan
| | - Akinori Awazu
- Graduate School of Integrated Sciences for Life, Hiroshima University, Higashihiroshima, Hiroshima, Japan
- Research Center for the Mathematics on Chromatin Live Dynamics, Hiroshima University, Higashihiroshima, Hiroshima, Japan
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4
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Pérez-González AP, de Anda-Jáuregui G, Hernández-Lemus E. Differential Transcriptional Programs Reveal Modular Network Rearrangements Associated with Late-Onset Alzheimer's Disease. Int J Mol Sci 2025; 26:2361. [PMID: 40076979 PMCID: PMC11900169 DOI: 10.3390/ijms26052361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2025] [Revised: 02/24/2025] [Accepted: 02/28/2025] [Indexed: 03/14/2025] Open
Abstract
Alzheimer's disease (AD) is a complex, genetically heterogeneous disorder. The diverse phenotypes associated with AD result from interactions between genetic and environmental factors, influencing multiple biological pathways throughout disease progression. Network-based approaches offer a way to assess phenotype-specific states. In this study, we calculated key network metrics to characterize the network transcriptional structure and organization in LOAD, focusing on genes and pathways implicated in AD pathology within the dorsolateral prefrontal cortex (DLPFC). Our findings revealed disease-specific coexpression markers associated with diverse metabolic functions. Additionally, significant differences were observed at both the mesoscopic and local levels between AD and control networks, along with a restructuring of gene coexpression and biological functions into distinct transcriptional modules. These results show the molecular reorganization of the transcriptional program occurring in LOAD, highlighting specific adaptations that may contribute to or result from cellular responses to pathological stressors. Our findings may support the development of a unified model for the causal mechanisms of AD, suggesting that its diverse manifestations arise from multiple pathways working together to produce the disease's complex clinical patho-phenotype.
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Affiliation(s)
- Alejandra Paulina Pérez-González
- División de Genómica Computacional, Instituto Nacional de Medicina Genómica, Mexico City 14610, Mexico;
- Programa de Doctorado en Ciencias Biomédicas, Unidad de Posgrado Edificio B Primer Piso, Ciudad Universitaria, Mexico City 04510, Mexico
- Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Mexico City 54090, Mexico
| | - Guillermo de Anda-Jáuregui
- División de Genómica Computacional, Instituto Nacional de Medicina Genómica, Mexico City 14610, Mexico;
- Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
- Investigadores por M’exico, Conahcyt, Mexico City 03940, Mexico
| | - Enrique Hernández-Lemus
- División de Genómica Computacional, Instituto Nacional de Medicina Genómica, Mexico City 14610, Mexico;
- Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
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Choo C, Leow C, Ong C. Higher Intron Retention Levels in Female Alzheimer's Brains May Be Linked to Disease Prevalence. Aging Cell 2025; 24:e14457. [PMID: 39804791 PMCID: PMC11822637 DOI: 10.1111/acel.14457] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 11/18/2024] [Accepted: 12/04/2024] [Indexed: 01/16/2025] Open
Abstract
Multimodal study of Alzheimer's disease (AD) dorsolateral prefrontal cortex (DLPFC) showed AD-related aberrant intron retention (IR) and proteomic changes not observed at the RNA level. However, the role of sex and how IR may impact the proteome are unclear. Analysis of DLPFC transcriptome showed a clear sex-biased pattern where female AD had 1645 elevated IR events compared to 80 in male AD DLPFC. Increased IR is correlated with lower mRNA levels, suggestive of nonsense-mediated mRNA decay. Two hundred thirty-three mRNAs with elevated IR in females were curated AD genes enriched for ubiquitin-like protein ligase and Tau protein binding. Increased IR genes in combined sex and female AD cohorts showed significant changes in their protein expression patterns with 11%-24% of them differential expressed proteins (DEP), alluding to the regulation of AD proteome by IR independent of RNA level. Upregulated DEPs in male AD were linked to RNA splicing that may prevent aberrant IR, whereas in female AD, they overlapped significantly more with the MAPK/metabolism module associated with cognitive decline. IR genes appeared to be significantly downregulated in specific female AD inhibitory and excitatory neurons compared to control. Differentially retained introns in female AD have elevated H3K27ac marks, strong CTCF binding at their flanking exons, and enriched for PABPC1 motif. Given that H3K27ac is repressive over gene bodies in aged brain and CTCF impedes transcription elongation, their binding patterns can delay co-transcriptional recruitment of spliceosome to cause IR, which may in turn contribute to different trajectories of AD pathology in women.
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Affiliation(s)
- Ching‐Thong Choo
- Temasek Life Sciences LaboratorySingaporeSingapore
- Department of Biological SciencesNational University of SingaporeSingaporeSingapore
| | | | - Chin‐Tong Ong
- Temasek Life Sciences LaboratorySingaporeSingapore
- Department of Biological SciencesNational University of SingaporeSingaporeSingapore
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Siano G, Varisco M, Terrigno M, Wang C, Scarlatti A, Iannone V, Groth M, Galas MC, Hoozemans JJM, Cellerino A, Cattaneo A, Di Primio C. Tau mediates the reshaping of the transcriptional landscape toward intermediate Alzheimer's disease stages. Front Cell Dev Biol 2025; 12:1459573. [PMID: 39830212 PMCID: PMC11739074 DOI: 10.3389/fcell.2024.1459573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Accepted: 11/01/2024] [Indexed: 01/22/2025] Open
Abstract
Introduction Recent research revealed that Tau plays critical roles in various neuronal functions. We previously demonstrated that destabilization and nuclear delocalization of Tau alter the expression of glutamatergic genes, mediating early neuronal damage. Methods In this study, we discovered that changes in Tau availability are linked to global alterations in gene expression that affect multiple neuronal pathways. Comparison with the human temporal region showed that the Tau-dependent modulation of gene expression closely resembles the intermediate stages of Alzheimer's disease (AD) that precede the definitive pathological condition. Results Furthermore, we identified the chromatin remodeling pathway as being significantly affected by Tau in both our cellular model and AD brains, with reductions in heterochromatin markers. Our findings indicate that Tau is able to globally affect the neuronal transcriptome and that its subcellular unbalance changes gene expression in the intermediate stages of AD development. In addition, we found that the chromatin architecture is affected by Tau during the progression of AD. Discussion These results provide new insights into the molecular mechanisms underlying early stages of AD development and highlight the central role of Tau and the contribution of nuclear Tau in this process.
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Affiliation(s)
- Giacomo Siano
- Laboratory of Biology, BIO@SNS, Scuola Normale Superiore, Pisa, Italy
- Istituto di Neuroscienze, Consiglio Nazionale delle Ricerche, Pisa, Italy
| | - Martina Varisco
- Laboratory of Biology, BIO@SNS, Scuola Normale Superiore, Pisa, Italy
| | - Marco Terrigno
- Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland
| | - Congwei Wang
- Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland
| | - Arianna Scarlatti
- Laboratory of Biology, BIO@SNS, Scuola Normale Superiore, Pisa, Italy
| | - Vincenzo Iannone
- Istituto di Neuroscienze, Consiglio Nazionale delle Ricerche, Pisa, Italy
| | - Marco Groth
- CF Next-Generation Sequencing, Leibniz Institute on Ageing – Fritz Lipmann institute, Jena, Germany
| | - Marie-Christine Galas
- University of Lille, Institut national de la santé et de la recherche médicale, CHU-Lille, Centre national de la recherche scientifique, LilNCog-Lille Neuroscience & Cognition, Lille, France
| | - Jeroen J. M. Hoozemans
- Department of Pathology, Amsterdam Neuroscience, Amsterdam University Medical Centers, Amsterdam, Netherlands
| | - Alessandro Cellerino
- Laboratory of Biology, BIO@SNS, Scuola Normale Superiore, Pisa, Italy
- Leibniz Institute on Ageing, Fritz Lipmann institute, Jena, Germany
| | - Antonino Cattaneo
- Laboratory of Biology, BIO@SNS, Scuola Normale Superiore, Pisa, Italy
| | - Cristina Di Primio
- Istituto di Neuroscienze, Consiglio Nazionale delle Ricerche, Pisa, Italy
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Liu JY, Tan CY, Luo L, Yin X. Gut microbiota may affect Alzheimer's disease through synaptic function mediated by CAMs pathway: A study combining Mendelian randomization and bioinformatics. J Alzheimers Dis Rep 2025; 9:25424823241310719. [PMID: 40034528 PMCID: PMC11864269 DOI: 10.1177/25424823241310719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 12/04/2024] [Indexed: 03/05/2025] Open
Abstract
Background The association between gut microbes and Alzheimer's disease (AD) has not been entirely elucidated. Objective We aimed to demonstrate the association between gut microbes and AD and to further investigate the pathogenesis of microbes with a causal relationship to AD. Methods Mendelian randomization analyses were used to determine the significant causal relationship between gut microbes and AD. Protein-protein interaction (PPI) network was used to identify the hub genes. Functional enrichment analysis was used to reveal the pathogenesis theoretically between gut microbes and AD. Results In the present study, a total of 32 microbes were identified that were significantly associated with AD. Subsequently, DLGAP2, NRXN3, NEGR1, NTNAP2, MYH9, and SCN3A were identified as hub genes. The genes NRXN3, NEGR1, and NTNAP2 were enriched in the cell adhesion molecules (CAMs) signaling, and the taxons of gut microbes that corresponded to these were Bifidobacterium adolescentis, Actinomycetales, and Intestinimonas massiliensis. Conclusions Bifidobacterium adolescentis, Actinomycetales, and Intestinimonas massiliensis may promote the progression of AD through the regulation of the CAMs signaling pathway-mediated synaptic function. Hence, the in-depth study of gut microbes may increase the efficiency of screening and diagnosis of AD.
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Affiliation(s)
- Ji-yun Liu
- Department of Clinical Laboratory, Guiyang Second People's Hospital, Guiyang, China
| | - Cong-yan Tan
- School of Medical Laboratory Medicine, Guizhou Medical University, Guiyang, China
| | - Li Luo
- Department of Clinical Laboratory, Guiyang Second People's Hospital, Guiyang, China
| | - Xuan Yin
- Department of Women Healthcare, Guiyang Maternal and Child Health Hospital, Guiyang, China
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8
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Scheinman SB, Dong H. The impact of sex on memory during aging and Alzheimer's disease progression: Epigenetic mechanisms. J Alzheimers Dis 2024; 102:562-576. [PMID: 39539121 PMCID: PMC11721493 DOI: 10.1177/13872877241288709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
Alzheimer's disease (AD) is a leading cause of dementia, disability, and death in the elderly. While the etiology of AD is unknown, there are several established risk factors for the disease including, aging, female sex, and genetics. However, specific genetic mutations only account for a small percentage (1-5%) of AD cases and the much more common sporadic form of the disease has no causative genetic basis, although certain risk factor genes have been identified. While the genetic code remains static throughout the lifetime, the activation and expression levels of genes change dynamically over time via epigenetics. Recent evidence has emerged linking changes in epigenetics to the pathogenesis of AD, and epigenetic alterations also modulate cognitive changes during physiological aging. Aging is the greatest risk factor for the development of AD and two-thirds of all AD patients are women, who experience an increased rate of symptom progression compared to men of the same age. In humans and other mammalian species, males and females experience aging differently, raising the important question of whether sex differences in epigenetic regulation during aging could provide an explanation for sex differences in neurodegenerative diseases such as AD. This review explores distinct epigenetic changes that impact memory function during aging and AD, with a specific focus on sexually divergent epigenetic alterations (in particular, histone modifications) as a potential mechanistic explanation for sex differences in AD.
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Affiliation(s)
- Sarah B Scheinman
- Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Hongxin Dong
- Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- The Ken and Ruth Davee Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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9
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Nolan B, Reznicek TE, Cummings CT, Rowley MJ. The chromatin tapestry as a framework for neurodevelopment. Genome Res 2024; 34:1477-1486. [PMID: 39472026 PMCID: PMC11529992 DOI: 10.1101/gr.278408.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
The neuronal nucleus houses a meticulously organized genome. Within this structure, genetic material is not simply compacted but arranged into a precise and functional 3D chromatin landscape essential for cellular regulation. This mini-review highlights the importance of this chromatin landscape in healthy neurodevelopment, as well as the diseases that occur with aberrant chromatin architecture. We discuss insights into the fundamental mechanistic relationship between histone modifications, DNA methylation, and genome organization. We then discuss findings that reveal how these epigenetic features change throughout normal neurodevelopment. Finally, we highlight single-gene neurodevelopmental disorders that illustrate the interdependence of epigenetic features, showing how disruptions in DNA methylation or genome architecture can ripple across the entire epigenome. As such, we emphasize the importance of measuring multiple chromatin architectural aspects, as the disruption of one mechanism can likely impact others in the intricate epigenetic network. This mini-review underscores the vast gaps in our understanding of chromatin structure in neurodevelopmental diseases and the substantial research needed to understand the interplay between chromatin features and neurodevelopment.
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Affiliation(s)
- Ben Nolan
- Department of Genetics, Cell Biology and Anatomy, Omaha, Nebraska 68198, USA
| | - Timothy E Reznicek
- Department of Genetics, Cell Biology and Anatomy, Omaha, Nebraska 68198, USA
| | - Christopher T Cummings
- Department of Pediatrics, University of Nebraska Medical Center, Omaha, Nebraska 68198, USA
| | - M Jordan Rowley
- Department of Genetics, Cell Biology and Anatomy, Omaha, Nebraska 68198, USA;
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Zhu C, Xu J, Lin J, Liu J, Yu E. Double-strand-break repair protein rad21 homolog/Synaptotagmin-7 alleviates Alzheimer's disease in mice by promoting M2 polarization of microglia. Brain Res Bull 2024; 214:110994. [PMID: 38830486 DOI: 10.1016/j.brainresbull.2024.110994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 04/26/2024] [Accepted: 05/31/2024] [Indexed: 06/05/2024]
Abstract
Synaptotagmin-7 (SYT7) has been proposed as an innovative therapeutic strategy for treating cognitive impairment, while its contribution to Alzheimer's disease (AD) alleviation remains unclear. In this study, we investigated the role and potential mechanisms of SYT7 in AD. APP/PS1 mice were induced as an AD mouse model, and RNA-sequencing was conducted to analyze the transcriptomic differences between the brain tissues of AD mice and controls. SYT7, which was the most significantly differentially expressed gene in the RNA-sequencing, was found to be reduced in AD-like mice, and overexpression of SYT7 alleviated cognitive dysfunction and attenuated neuroinflammation and neuronal loss in the hippocampal tissues of mice with AD. Transcription factor double-strand-break repair protein rad21 homolog (RAD21) bound to the promoter of SYT7 to activate SYT7 transcription. SYT7 and RAD21 were expressed in microglia. SYT7 and RAD21 both promoted M2 polarization of microglia, while silencing of SYT7 repressed the M2 polarization of microglia in the presence of RAD21 overexpression. Overall, our results indicate that RAD21 mediated transcriptional activation of SYT7 to promote M2 polarization of microglia, thereby alleviating AD-like symptoms in mice, which might provide prospective cues for developing therapeutic strategies to improve cognitive impairment and AD course.
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Affiliation(s)
- Cheng Zhu
- School of Mental Health, Zhejiang Provincial Clinical Research Center for Mental Disorders, The Affiliated Wenzhou Kangning Hospital, Wenzhou Medical University, Wenzhou, Zhejiang 325035, PR China.
| | - Jiaxi Xu
- Department of General Psychiatric, Tongde Hospital of Zhejiang Province, Hangzhou, Zhejiang 311122, PR China
| | - Jixin Lin
- Second Clinical Medicine Faculty, Zhejiang Chinese Medical University, Hangzhou, Zhejiang 310053, PR China
| | - Jiahong Liu
- School of Mental Health, Zhejiang Provincial Clinical Research Center for Mental Disorders, The Affiliated Wenzhou Kangning Hospital, Wenzhou Medical University, Wenzhou, Zhejiang 325035, PR China
| | - Enyan Yu
- Department of Clinical Psychology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310005, PR China.
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Basavarajappa BS, Subbanna S. Unlocking the epigenetic symphony: histone acetylation's impact on neurobehavioral change in neurodegenerative disorders. Epigenomics 2024; 16:331-358. [PMID: 38321930 PMCID: PMC10910622 DOI: 10.2217/epi-2023-0428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 01/23/2024] [Indexed: 02/08/2024] Open
Abstract
Recent genomics and epigenetic advances have empowered the exploration of DNA/RNA methylation and histone modifications crucial for gene expression in response to stress, aging and disease. Interest in understanding neuronal plasticity's epigenetic mechanisms, influencing brain rewiring amid development, aging and neurodegenerative disorders, continues to grow. Histone acetylation dysregulation, a commonality in diverse brain disorders, has become a therapeutic focus. Histone acetyltransferases and histone deacetylases have emerged as promising targets for neurodegenerative disorder treatment. This review delves into histone acetylation regulation, potential therapies and future perspectives for disorders like Alzheimer's, Parkinson's and Huntington's. Exploring genetic-environmental interplay through models and studies reveals molecular changes, behavioral insights and early intervention possibilities targeting the epigenome in at-risk individuals.
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Affiliation(s)
- Balapal S Basavarajappa
- Center for Dementia Research, Nathan Kline Institute for Psychiatric Research, Orangeburg, NY 10962, USA
- Molecular Imaging & Neuropathology Area, New York State Psychiatric Institute, NY 10032, USA
- Department of Psychiatry, Columbia University Irving Medical Center, NY 10032, USA
- Department of Psychiatry, New York University Langone Medical Center, NY 10016, USA
| | - Shivakumar Subbanna
- Center for Dementia Research, Nathan Kline Institute for Psychiatric Research, Orangeburg, NY 10962, USA
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12
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Zhang Q, Liu J, Liu H, Ao L, Xi Y, Chen D. Genome-wide epistasis analysis reveals gene-gene interaction network on an intermediate endophenotype P-tau/Aβ 42 ratio in ADNI cohort. Sci Rep 2024; 14:3984. [PMID: 38368488 PMCID: PMC10874417 DOI: 10.1038/s41598-024-54541-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Accepted: 02/14/2024] [Indexed: 02/19/2024] Open
Abstract
Alzheimer's disease (AD) is a progressive neurodegenerative disorder and the most common cause of dementia in the elderly worldwide. The exact etiology of AD, particularly its genetic mechanisms, remains incompletely understood. Traditional genome-wide association studies (GWAS), which primarily focus on single-nucleotide polymorphisms (SNPs) with main effects, provide limited explanations for the "missing heritability" of AD, while there is growing evidence supporting the important role of epistasis. In this study, we performed a genome-wide SNP-SNP interaction detection using a linear regression model and employed multiple GPUs for parallel computing, significantly enhancing the speed of whole-genome analysis. The cerebrospinal fluid (CSF) phosphorylated tau (P-tau)/amyloid-[Formula: see text] (A[Formula: see text]) ratio was used as a quantitative trait (QT) to enhance statistical power. Age, gender, and clinical diagnosis were included as covariates to control for potential non-genetic factors influencing AD. We identified 961 pairs of statistically significant SNP-SNP interactions, explaining a high-level variance of P-tau/A[Formula: see text] level, all of which exhibited marginal main effects. Additionally, we replicated 432 previously reported AD-related genes and found 11 gene-gene interaction pairs overlapping with the protein-protein interaction (PPI) network. Our findings may contribute to partially explain the "missing heritability" of AD. The identified subnetwork may be associated with synaptic dysfunction, Wnt signaling pathway, oligodendrocytes, inflammation, hippocampus, and neuronal cells.
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Affiliation(s)
- Qiushi Zhang
- School of Computer Science, Northeast Electric Power University, 169 Changchun Street, Jilin, 132012, China
| | - Junfeng Liu
- School of Computer Science, Northeast Electric Power University, 169 Changchun Street, Jilin, 132012, China
| | - Hongwei Liu
- College of Intelligent Systems Science and Engineering, Harbin Engineering University, 145 Nantong Street, Harbin, China
| | - Lang Ao
- School of Computer Science, Northeast Electric Power University, 169 Changchun Street, Jilin, 132012, China
| | - Yang Xi
- School of Computer Science, Northeast Electric Power University, 169 Changchun Street, Jilin, 132012, China
| | - Dandan Chen
- School of Automation Engineering, Northeast Electric Power University, 169 Changchun Street, Jilin, 132012, China.
- College of Intelligent Systems Science and Engineering, Harbin Engineering University, 145 Nantong Street, Harbin, China.
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Reho P, Saez-Atienzar S, Ruffo P, Solaiman S, Shah Z, Chia R, Kaivola K, Traynor BJ, Tilley BS, Gentleman SM, Hodges AK, Aarsland D, Monuki ES, Newell KL, Woltjer R, Albert MS, Dawson TM, Rosenthal LS, Troncoso JC, Pletnikova O, Serrano GE, Beach TG, Easwaran HP, Scholz SW. Differential methylation analysis in neuropathologically confirmed dementia with Lewy bodies. Commun Biol 2024; 7:35. [PMID: 38182665 PMCID: PMC10770032 DOI: 10.1038/s42003-023-05725-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 12/19/2023] [Indexed: 01/07/2024] Open
Abstract
Dementia with Lewy bodies (DLB) is a common form of dementia in the elderly population. We performed genome-wide DNA methylation mapping of cerebellar tissue from pathologically confirmed DLB cases and controls to study the epigenetic profile of this understudied disease. After quality control filtering, 728,197 CpG-sites in 278 cases and 172 controls were available for the analysis. We undertook an epigenome-wide association study, which found a differential methylation signature in DLB cases. Our analysis identified seven differentially methylated probes and three regions associated with DLB. The most significant CpGs were located in ARSB (cg16086807), LINC00173 (cg18800161), and MGRN1 (cg16250093). Functional enrichment evaluations found widespread epigenetic dysregulation in genes associated with neuron-to-neuron synapse, postsynaptic specialization, postsynaptic density, and CTCF-mediated synaptic plasticity. In conclusion, our study highlights the potential importance of epigenetic alterations in the pathogenesis of DLB and provides insights into the modified genes, regions and pathways that may guide therapeutic developments.
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Affiliation(s)
- Paolo Reho
- Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
- Laboratory of Precision Environmental Health, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Sara Saez-Atienzar
- Neuromuscular Diseases Research Section, National Institute on Aging, Bethesda, MD, USA
| | - Paola Ruffo
- Neuromuscular Diseases Research Section, National Institute on Aging, Bethesda, MD, USA
- Medical Genetics Laboratory, Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, Rende, Italy
| | - Sultana Solaiman
- Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
| | - Zalak Shah
- Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
| | - Ruth Chia
- Neuromuscular Diseases Research Section, National Institute on Aging, Bethesda, MD, USA
| | - Karri Kaivola
- Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
| | - Bryan J Traynor
- Neuromuscular Diseases Research Section, National Institute on Aging, Bethesda, MD, USA
| | - Bension S Tilley
- Neuropathology Unit, Department of Brain Sciences, Imperial College London, London, UK
| | - Steve M Gentleman
- Neuropathology Unit, Department of Brain Sciences, Imperial College London, London, UK
| | - Angela K Hodges
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Dag Aarsland
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway
| | - Edwin S Monuki
- Department of Pathology & Laboratory Medicine, School of Medicine, University of California Irvine, Irvine, CA, USA
| | - Kathy L Newell
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Randy Woltjer
- Department of Neurology, Oregon Health & Sciences University, Portland, OR, USA
| | - Marilyn S Albert
- Department of Neurology, Johns Hopkins University Medical Center, Baltimore, MD, USA
| | - Ted M Dawson
- Department of Neurology, Johns Hopkins University Medical Center, Baltimore, MD, USA
- Neuroregeneration and Stem Cell Programs, Institute of Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Liana S Rosenthal
- Department of Neurology, Johns Hopkins University Medical Center, Baltimore, MD, USA
| | - Juan C Troncoso
- Department of Pathology (Neuropathology), Johns Hopkins University Medical Center, Baltimore, MD, USA
| | - Olga Pletnikova
- Department of Pathology and Anatomical Sciences, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Geidy E Serrano
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Sun City, AZ, USA
| | - Thomas G Beach
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Sun City, AZ, USA
| | - Hariharan P Easwaran
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD, USA
| | - Sonja W Scholz
- Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA.
- Department of Neurology, Johns Hopkins University Medical Center, Baltimore, MD, USA.
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