{"title":"PSEN1/PSEN2基因双敲除小鼠模型早期DNA甲基化改变:年龄相关性神经变性海马变化的综合生物信息学分析","authors":"Mingxi Tang, Sibei Ruan","doi":"10.1002/cbf.70124","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>Age-related neuronal loss is a critical feature of neurodegenerative disorders, including Alzheimer's disease (AD), but its underlying molecular mechanisms, particularly those involving epigenetic regulation, remain incompletely understood. To analyze DNA methylation patterns in early-stage AD pathogenesis, we employed female presenilin-1/presenilin-2 double knockout (PSEN1/PSEN2 dKO, hereafter referred to as dKO) mice as a model system, This animal model have the age-dependent progressive neurodegenerative changes characteristic of neurodegenerative disorders. Using reduced representation bisulfite sequencing (RRBS), we comprehensively profiled hippocampal DNA methylation patterns in 9-month-old dKO mice compared with age-matched wild-type controls. Based on RRBS detection results, subsequent bioinformatics analysis through Bismark (v0.7.4) and DAVID v6.8 revealed 1216 differentially methylated sites across multiple chromosomes, corresponding to 796 genes. Through stringent filtering criteria, we identified 50 candidate genes exhibiting significant methylation changes in dKO hippocampal tissue as shown in hierarchical clustering. These genes were functionally enriched in DNA-dependent transcriptional regulation (<i>p</i> < 0.01) and protein binding activities (<i>p</i> < 0.05), with pathway analysis highlighting their involvement in ErbB signaling (FDR = 0.03), melanogenesis (FDR = 0.04), and oncogenic pathways (FDR = 0.05). Our study identifies significant hippocampal DNA methylation changes during the early stages of neurodegeneration in dKO mice. These epigenetic alterations highlight pathways potentially contributing to presenilin-dependent neuronal loss and suggests potential targets for modulating neurodegeneration linked to presenilin dysfunction.</p></div>","PeriodicalId":9669,"journal":{"name":"Cell Biochemistry and Function","volume":"43 10","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"DNA Methylation Alteration in Early-Stage of PSEN1/PSEN2 Gene Double Knockout Mouse Models: Integrated Bioinformatics Analysis of Hippocampal Changes Underlying Age-Related Neurodegeneration\",\"authors\":\"Mingxi Tang, Sibei Ruan\",\"doi\":\"10.1002/cbf.70124\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <p>Age-related neuronal loss is a critical feature of neurodegenerative disorders, including Alzheimer's disease (AD), but its underlying molecular mechanisms, particularly those involving epigenetic regulation, remain incompletely understood. To analyze DNA methylation patterns in early-stage AD pathogenesis, we employed female presenilin-1/presenilin-2 double knockout (PSEN1/PSEN2 dKO, hereafter referred to as dKO) mice as a model system, This animal model have the age-dependent progressive neurodegenerative changes characteristic of neurodegenerative disorders. Using reduced representation bisulfite sequencing (RRBS), we comprehensively profiled hippocampal DNA methylation patterns in 9-month-old dKO mice compared with age-matched wild-type controls. Based on RRBS detection results, subsequent bioinformatics analysis through Bismark (v0.7.4) and DAVID v6.8 revealed 1216 differentially methylated sites across multiple chromosomes, corresponding to 796 genes. Through stringent filtering criteria, we identified 50 candidate genes exhibiting significant methylation changes in dKO hippocampal tissue as shown in hierarchical clustering. These genes were functionally enriched in DNA-dependent transcriptional regulation (<i>p</i> < 0.01) and protein binding activities (<i>p</i> < 0.05), with pathway analysis highlighting their involvement in ErbB signaling (FDR = 0.03), melanogenesis (FDR = 0.04), and oncogenic pathways (FDR = 0.05). Our study identifies significant hippocampal DNA methylation changes during the early stages of neurodegeneration in dKO mice. These epigenetic alterations highlight pathways potentially contributing to presenilin-dependent neuronal loss and suggests potential targets for modulating neurodegeneration linked to presenilin dysfunction.</p></div>\",\"PeriodicalId\":9669,\"journal\":{\"name\":\"Cell Biochemistry and Function\",\"volume\":\"43 10\",\"pages\":\"\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-09-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cell Biochemistry and Function\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/10.1002/cbf.70124\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cell Biochemistry and Function","FirstCategoryId":"99","ListUrlMain":"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/10.1002/cbf.70124","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
DNA Methylation Alteration in Early-Stage of PSEN1/PSEN2 Gene Double Knockout Mouse Models: Integrated Bioinformatics Analysis of Hippocampal Changes Underlying Age-Related Neurodegeneration
Age-related neuronal loss is a critical feature of neurodegenerative disorders, including Alzheimer's disease (AD), but its underlying molecular mechanisms, particularly those involving epigenetic regulation, remain incompletely understood. To analyze DNA methylation patterns in early-stage AD pathogenesis, we employed female presenilin-1/presenilin-2 double knockout (PSEN1/PSEN2 dKO, hereafter referred to as dKO) mice as a model system, This animal model have the age-dependent progressive neurodegenerative changes characteristic of neurodegenerative disorders. Using reduced representation bisulfite sequencing (RRBS), we comprehensively profiled hippocampal DNA methylation patterns in 9-month-old dKO mice compared with age-matched wild-type controls. Based on RRBS detection results, subsequent bioinformatics analysis through Bismark (v0.7.4) and DAVID v6.8 revealed 1216 differentially methylated sites across multiple chromosomes, corresponding to 796 genes. Through stringent filtering criteria, we identified 50 candidate genes exhibiting significant methylation changes in dKO hippocampal tissue as shown in hierarchical clustering. These genes were functionally enriched in DNA-dependent transcriptional regulation (p < 0.01) and protein binding activities (p < 0.05), with pathway analysis highlighting their involvement in ErbB signaling (FDR = 0.03), melanogenesis (FDR = 0.04), and oncogenic pathways (FDR = 0.05). Our study identifies significant hippocampal DNA methylation changes during the early stages of neurodegeneration in dKO mice. These epigenetic alterations highlight pathways potentially contributing to presenilin-dependent neuronal loss and suggests potential targets for modulating neurodegeneration linked to presenilin dysfunction.
期刊介绍:
Cell Biochemistry and Function publishes original research articles and reviews on the mechanisms whereby molecular and biochemical processes control cellular activity with a particular emphasis on the integration of molecular and cell biology, biochemistry and physiology in the regulation of tissue function in health and disease.
The primary remit of the journal is on mammalian biology both in vivo and in vitro but studies of cells in situ are especially encouraged. Observational and pathological studies will be considered providing they include a rational discussion of the possible molecular and biochemical mechanisms behind them and the immediate impact of these observations to our understanding of mammalian biology.