• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

脊髓损伤中程序性细胞死亡的生物信息学分析

Bioinformatics Analysis of Programmed Cell Death in Spinal Cord Injury.

作者信息

He Xuegang, Deng Bo, Ma Miao, Wang Keyao, Li Ying, Wang Yonggang, Kang Xuewen

机构信息

Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical College, Lanzhou University, Lanzhou, China; The International Cooperation Base of Gansu Province for the Pain Research in Spinal Disorders, Lanzhou, China.

Department of Orthopedics, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical College, Lanzhou University, Lanzhou, China.

出版信息

World Neurosurg. 2023 Sep;177:e332-e342. doi: 10.1016/j.wneu.2023.06.043. Epub 2023 Jun 20.

DOI:10.1016/j.wneu.2023.06.043
PMID:37343672
Abstract

BACKGROUND

Programmed cell death (PCD) in the development of spinal cord injury (SCI) is complicated, including apoptosis, necroptosis, pyroptosis, ferroptosis, cuproptosis, and autophagy. It is necessary to make clear the expression levels of PCD and potential molecular targets after SCI for formulating relevant treatment strategies.

METHODS

We downloaded the rats' SCI expression matrix GSE45006, and the ssGSEA method was used to analyze the PCD after SCI. Then the related differentially expressed genes (DEGs) were identified, and the gene ontology (GO) and pathway analysis, protein-protein interaction (PPI) network construction, and HUB genes were identified. Finally, the correlation between HUB genes and PCD was analyzed.

RESULTS

Apoptosis, necroptosis, pyroptosis, ferroptosis, and autophagy increased significantly in acute SCI, and then decreased gradually in the subacute and chronic stages; cuproptosis in acute SCI decreased significantly, and then gradually increased. In addition, we also screened 116 DEGs during the development of SCI. GO and pathway analysis showed that DEGs was related to mitosis and cell cycle. The identified hub genes are closely related to cell apoptosis, necroptosis, pyroptosis, ferroptosis after injury, and autophagy.

CONCLUSIONS

PCD occurs differently in different stages after SCI. To inhibit apoptosis, necroptosis, pyroptosis, and ferroptosis after injury and induce autophagy may be the therapeutic strategy. In addition, intervention therapy based on related HUB genes may be the therapeutic target of SCI.

摘要

背景

脊髓损伤(SCI)发展过程中的程序性细胞死亡(PCD)较为复杂,包括凋亡、坏死性凋亡、焦亡、铁死亡、铜死亡和自噬。明确SCI后PCD的表达水平及潜在分子靶点对于制定相关治疗策略很有必要。

方法

我们下载了大鼠SCI表达矩阵GSE45006,并采用单样本基因集富集分析(ssGSEA)方法分析SCI后的PCD。然后鉴定相关差异表达基因(DEGs),并进行基因本体(GO)和通路分析、蛋白质-蛋白质相互作用(PPI)网络构建以及鉴定枢纽基因。最后分析枢纽基因与PCD之间的相关性。

结果

急性SCI中凋亡、坏死性凋亡、焦亡、铁死亡和自噬显著增加,然后在亚急性和慢性阶段逐渐下降;急性SCI中的铜死亡显著下降,然后逐渐增加。此外,我们还在SCI发展过程中筛选出116个DEGs。GO和通路分析表明DEGs与有丝分裂和细胞周期有关。鉴定出的枢纽基因与损伤后的细胞凋亡、坏死性凋亡、焦亡、铁死亡以及自噬密切相关。

结论

PCD在SCI后的不同阶段表现不同。抑制损伤后的凋亡、坏死性凋亡、焦亡和铁死亡并诱导自噬可能是治疗策略。此外,基于相关枢纽基因的干预治疗可能是SCI的治疗靶点。

相似文献

1
Bioinformatics Analysis of Programmed Cell Death in Spinal Cord Injury.脊髓损伤中程序性细胞死亡的生物信息学分析
World Neurosurg. 2023 Sep;177:e332-e342. doi: 10.1016/j.wneu.2023.06.043. Epub 2023 Jun 20.
2
Crosstalk Between Cell Death and Spinal Cord Injury: Neurology and Therapy.细胞死亡与脊髓损伤的串扰:神经病学与治疗。
Mol Neurobiol. 2024 Dec;61(12):10271-10287. doi: 10.1007/s12035-024-04188-3. Epub 2024 May 7.
3
Programmed cell death in spinal cord injury pathogenesis and therapy.脊髓损伤发病机制和治疗中的程序性细胞死亡。
Cell Prolif. 2021 Mar;54(3):e12992. doi: 10.1111/cpr.12992. Epub 2021 Jan 27.
4
Identification of four differentially expressed genes associated with acute and chronic spinal cord injury based on bioinformatics data.基于生物信息学数据鉴定与急性和慢性脊髓损伤相关的四个差异表达基因。
Neural Regen Res. 2021 May;16(5):865-870. doi: 10.4103/1673-5374.297087.
5
Necroptosis pathway emerged as potential diagnosis markers in spinal cord injury.细胞坏死通路可能成为脊髓损伤的潜在诊断标志物。
J Cell Mol Med. 2024 Apr;28(7):e18219. doi: 10.1111/jcmm.18219.
6
Identification and bioinformatics analysis of genes associated with pyroptosis in spinal cord injury of rat and mouse.鉴定和生物信息学分析与大鼠和小鼠脊髓损伤相关的细胞焦亡基因。
Sci Rep. 2024 Jun 18;14(1):14023. doi: 10.1038/s41598-024-64843-6.
7
Integrated bioinformatics analysis identified cuproptosis-related hub gene Mpeg1 as potential biomarker in spinal cord injury.综合生物信息学分析确定铜死亡相关枢纽基因Mpeg1为脊髓损伤的潜在生物标志物。
Sci Rep. 2025 Jan 15;15(1):1993. doi: 10.1038/s41598-025-86170-0.
8
[Progress of researches on acupuncture treatment of spinal cord injury by regulating programmed cell death].[针刺调控程序性细胞死亡治疗脊髓损伤的研究进展]
Zhen Ci Yan Jiu. 2024 Dec 25;49(12):1325-1332. doi: 10.13702/j.1000-0607.20240310.
9
Identification of key autophagy-related genes and pathways in spinal cord injury.鉴定脊髓损伤中的关键自噬相关基因和途径。
Sci Rep. 2024 Mar 19;14(1):6553. doi: 10.1038/s41598-024-56683-1.
10
Identification of Anoikis-Related Genes in Spinal Cord Injury: Bioinformatics and Experimental Validation.脊髓损伤中失巢凋亡相关基因的鉴定:生物信息学与实验验证
Mol Neurobiol. 2024 Nov;61(11):8531-8543. doi: 10.1007/s12035-024-04121-8. Epub 2024 Mar 23.

引用本文的文献

1
Cuproptosis and its potential role in musculoskeletal disease.铜死亡及其在肌肉骨骼疾病中的潜在作用。
Front Cell Dev Biol. 2025 Apr 11;13:1570131. doi: 10.3389/fcell.2025.1570131. eCollection 2025.
2
Integrated bioinformatics analysis of the effects of chronic pain on patients with spinal cord injury.慢性疼痛对脊髓损伤患者影响的综合生物信息学分析
Front Cell Neurosci. 2025 Feb 5;19:1457740. doi: 10.3389/fncel.2025.1457740. eCollection 2025.
3
HSPA1A inhibits pyroptosis and neuroinflammation after spinal cord injury via DUSP1 inhibition of the MAPK signaling pathway.
热休克蛋白家族A成员1A(HSPA1A)通过双特异性磷酸酶1(DUSP1)对丝裂原活化蛋白激酶(MAPK)信号通路的抑制作用,抑制脊髓损伤后的细胞焦亡和神经炎症。
Mol Med. 2025 Feb 9;31(1):53. doi: 10.1186/s10020-025-01086-9.
4
Wnt signaling pathway in spinal cord injury: from mechanisms to potential applications.脊髓损伤中的Wnt信号通路:从机制到潜在应用
Front Mol Neurosci. 2024 Jul 24;17:1427054. doi: 10.3389/fnmol.2024.1427054. eCollection 2024.
5
Identification and bioinformatics analysis of genes associated with pyroptosis in spinal cord injury of rat and mouse.鉴定和生物信息学分析与大鼠和小鼠脊髓损伤相关的细胞焦亡基因。
Sci Rep. 2024 Jun 18;14(1):14023. doi: 10.1038/s41598-024-64843-6.