Yulian Zhang , Kun He , Chuanpeng Zhang , Hanhan Dang , Junru Hei , Yunsheng Zhang , Pengyu Chen , Ze Zhang , Yanbo Yang , Zixi Wang , Xu Yang , Li Zhang , Yanbing Yu
{"title":"基于RNA-Seq的外伤性脑损伤后颞叶分子病理改变图谱","authors":"Yulian Zhang , Kun He , Chuanpeng Zhang , Hanhan Dang , Junru Hei , Yunsheng Zhang , Pengyu Chen , Ze Zhang , Yanbo Yang , Zixi Wang , Xu Yang , Li Zhang , Yanbing Yu","doi":"10.1016/j.expneurol.2025.115270","DOIUrl":null,"url":null,"abstract":"<div><div>Traumatic brain injury (TBI) involves diverse molecular pathological alterations and biological processes in a temporally dynamic manner. However, current knowledge on the various processes during the acute phase of TBI is still rather limited. RNA-seq analysis was performed on brain tissues from C57/BL6 mice at 10 time points(0 h, 1 h, 2 h, 3 h, 4 h, 6 h, 12 h, 1d, 3d, and 7d) following TBI modeling. Subsequently, a bioinformatics approach, Weighted Gene Co-expression Network Analysis (WGCNA), was employed to identify characteristic modules, which were then validated using the Mfuzz method. Pathway enrichment analysis was conducted on WGCNA module genes, and hub genes were screened using the STRING database. After exploring the various potential pathways and expression patterns (neuroinflammation, cognition, gliosis and myelin regeneration etc.), we focus on pyroptosis, a inflammatory cell death influencing immune response, for in-depth analysis. RT-qPCR, Western blot(WB) and Immunofluorescence(IF) were used to validate the hub genes and key pyroptosis-related genes(Casp1, Casp11, GSDMD). Additionally, single-cell RNA sequencing data at 7 day post injury(dpi) was also used to validate the expression of the identified hub genes. Our approach to intensive transcriptomic analysis comprehensively reveals the temporal molecular pathological alterations during TBI progression. Pyroptosis may be a key mechanism in the neuroinflammatory process. Intervention strategies targeting specific molecular pathways may offer novel approach for the treatment of TBI.</div></div>","PeriodicalId":12246,"journal":{"name":"Experimental Neurology","volume":"390 ","pages":"Article 115270"},"PeriodicalIF":4.6000,"publicationDate":"2025-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Atlas of temporal molecular pathological alterations after traumatic brain injury based on RNA-Seq\",\"authors\":\"Yulian Zhang , Kun He , Chuanpeng Zhang , Hanhan Dang , Junru Hei , Yunsheng Zhang , Pengyu Chen , Ze Zhang , Yanbo Yang , Zixi Wang , Xu Yang , Li Zhang , Yanbing Yu\",\"doi\":\"10.1016/j.expneurol.2025.115270\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Traumatic brain injury (TBI) involves diverse molecular pathological alterations and biological processes in a temporally dynamic manner. However, current knowledge on the various processes during the acute phase of TBI is still rather limited. RNA-seq analysis was performed on brain tissues from C57/BL6 mice at 10 time points(0 h, 1 h, 2 h, 3 h, 4 h, 6 h, 12 h, 1d, 3d, and 7d) following TBI modeling. Subsequently, a bioinformatics approach, Weighted Gene Co-expression Network Analysis (WGCNA), was employed to identify characteristic modules, which were then validated using the Mfuzz method. Pathway enrichment analysis was conducted on WGCNA module genes, and hub genes were screened using the STRING database. After exploring the various potential pathways and expression patterns (neuroinflammation, cognition, gliosis and myelin regeneration etc.), we focus on pyroptosis, a inflammatory cell death influencing immune response, for in-depth analysis. RT-qPCR, Western blot(WB) and Immunofluorescence(IF) were used to validate the hub genes and key pyroptosis-related genes(Casp1, Casp11, GSDMD). Additionally, single-cell RNA sequencing data at 7 day post injury(dpi) was also used to validate the expression of the identified hub genes. Our approach to intensive transcriptomic analysis comprehensively reveals the temporal molecular pathological alterations during TBI progression. Pyroptosis may be a key mechanism in the neuroinflammatory process. Intervention strategies targeting specific molecular pathways may offer novel approach for the treatment of TBI.</div></div>\",\"PeriodicalId\":12246,\"journal\":{\"name\":\"Experimental Neurology\",\"volume\":\"390 \",\"pages\":\"Article 115270\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2025-04-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Experimental Neurology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0014488625001347\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"NEUROSCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Experimental Neurology","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0014488625001347","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
Atlas of temporal molecular pathological alterations after traumatic brain injury based on RNA-Seq
Traumatic brain injury (TBI) involves diverse molecular pathological alterations and biological processes in a temporally dynamic manner. However, current knowledge on the various processes during the acute phase of TBI is still rather limited. RNA-seq analysis was performed on brain tissues from C57/BL6 mice at 10 time points(0 h, 1 h, 2 h, 3 h, 4 h, 6 h, 12 h, 1d, 3d, and 7d) following TBI modeling. Subsequently, a bioinformatics approach, Weighted Gene Co-expression Network Analysis (WGCNA), was employed to identify characteristic modules, which were then validated using the Mfuzz method. Pathway enrichment analysis was conducted on WGCNA module genes, and hub genes were screened using the STRING database. After exploring the various potential pathways and expression patterns (neuroinflammation, cognition, gliosis and myelin regeneration etc.), we focus on pyroptosis, a inflammatory cell death influencing immune response, for in-depth analysis. RT-qPCR, Western blot(WB) and Immunofluorescence(IF) were used to validate the hub genes and key pyroptosis-related genes(Casp1, Casp11, GSDMD). Additionally, single-cell RNA sequencing data at 7 day post injury(dpi) was also used to validate the expression of the identified hub genes. Our approach to intensive transcriptomic analysis comprehensively reveals the temporal molecular pathological alterations during TBI progression. Pyroptosis may be a key mechanism in the neuroinflammatory process. Intervention strategies targeting specific molecular pathways may offer novel approach for the treatment of TBI.
期刊介绍:
Experimental Neurology, a Journal of Neuroscience Research, publishes original research in neuroscience with a particular emphasis on novel findings in neural development, regeneration, plasticity and transplantation. The journal has focused on research concerning basic mechanisms underlying neurological disorders.