• 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

整合转录组学和代谢组学分析揭示大鼠脊髓损伤急性期嘌呤代谢失调。

Integrated transcriptomic and metabolomic profiling reveals dysregulation of purine metabolism during the acute phase of spinal cord injury in rats.

作者信息

Zeng Zhong, Li Mei, Jiang Zhanfeng, Lan Yuanxiang, Chen Lei, Chen Yanjun, Li Hailiang, Hui Jianwen, Zhang Lijian, Hu Xvlei, Xia Hechun

机构信息

Department of Neurosurgery, General Hospital of Ningxia Medical University, Yinchuan, China.

Ningxia Key Laboratory of Stem Cell and Regenerative Medicine, General Hospital of Ningxia Medical University, Yinchuan, China.

出版信息

Front Neurosci. 2022 Nov 23;16:1066528. doi: 10.3389/fnins.2022.1066528. eCollection 2022.

DOI:10.3389/fnins.2022.1066528
PMID:36507345
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9727392/
Abstract

INTRODUCTION

Spinal cord injury (SCI) results in drastic dysregulation of microenvironmental metabolism during the acute phase, which greatly affects neural recovery. A better insight into the potential molecular pathways of metabolic dysregulation by multi-omics analysis could help to reveal targets that promote nerve repair and regeneration in the future.

MATERIALS AND METHODS

We established the SCI model and rats were randomly divided into two groups: the acute-phase SCI (ASCI) group ( = 14, 3 days post-SCI) and the sham group with day-matched periods ( = 14, without SCI). In each group, rats were sacrificed at 3 days post-surgery for histology study ( = 3), metabolome sequencing ( = 5), transcriptome sequencing ( = 3), and quantitative real-time polymerase chain reaction ( = 3). The motor function of rats was evaluated by double-blind Basso, Beattie, and Bresnahan (BBB) Locomotor Scores at 0, 1, 2, 3 days post-SCI in an open field area. Then the transcriptomic and metabolomic data were integrated in SCI model of rat to reveal the underlying molecular pathways of microenvironmental metabolic dysregulation.

RESULTS

The histology of the microenvironment was significantly altered in ASCI and the locomotor function was significantly reduced in rats. Metabolomics analysis showed that 360 metabolites were highly altered during the acute phase of SCI, of which 310 were up-regulated and 50 were down-regulated, and bioinformatics analysis revealed that these differential metabolites were mainly enriched in arginine and proline metabolism, D-glutamine and D-glutamate metabolism, purine metabolism, biosynthesis of unsaturated fatty acids. Transcriptomics results showed that 5,963 genes were clearly altered, of which 2,848 genes were up-regulated and 3,115 genes were down-regulated, and these differentially expressed genes were mainly involved in response to stimulus, metabolic process, immune system process. Surprisingly, the Integrative analysis revealed significant dysregulation of purine metabolism at both transcriptome and metabolome levels in the acute phase of SCI, with 48 differential genes and 16 differential metabolites involved. Further analysis indicated that dysregulation of purine metabolism could seriously affect the energy metabolism of the injured microenvironment and increase oxidative stress as well as other responses detrimental to nerve repair and regeneration.

DISCUSSION

On the whole, we have for the first time combined transcriptomics and metabolomics to systematically analyze the potential molecular pathways of metabolic dysregulation in the acute phase of SCI, which will contribute to broaden our understanding of the sophisticated molecular mechanisms of SCI, in parallel with serving as a foundation for future studies of neural repair and regeneration after SCI.

摘要

引言

脊髓损伤(SCI)在急性期会导致微环境代谢的剧烈失调,这对神经恢复有很大影响。通过多组学分析更好地了解代谢失调的潜在分子途径,有助于揭示未来促进神经修复和再生的靶点。

材料与方法

我们建立了SCI模型,将大鼠随机分为两组:急性期SCI(ASCI)组(n = 14,SCI后3天)和假手术组(n = 14,无SCI,与ASCI组时间匹配)。每组中,在术后3天处死大鼠进行组织学研究(n = 3)、代谢组测序(n = 5)、转录组测序(n = 3)和定量实时聚合酶链反应(n = 3)。在开放场地,于SCI后0、1、2、3天通过双盲Basso、Beattie和Bresnahan(BBB)运动评分评估大鼠的运动功能。然后将转录组和代谢组数据整合到大鼠SCI模型中,以揭示微环境代谢失调的潜在分子途径。

结果

ASCI组微环境的组织学发生显著改变,大鼠的运动功能显著降低。代谢组学分析表明,SCI急性期有360种代谢物发生高度改变,其中310种上调,50种下调,生物信息学分析显示这些差异代谢物主要富集在精氨酸和脯氨酸代谢、D-谷氨酰胺和D-谷氨酸代谢、嘌呤代谢、不饱和脂肪酸生物合成中。转录组学结果显示,有5963个基因发生明显改变,其中2848个基因上调,3115个基因下调,这些差异表达基因主要参与对刺激的反应、代谢过程、免疫系统过程。令人惊讶的是,综合分析显示SCI急性期在转录组和代谢组水平上嘌呤代谢均存在显著失调,涉及48个差异基因和16个差异代谢物。进一步分析表明,嘌呤代谢失调会严重影响损伤微环境的能量代谢,并增加氧化应激以及其他对神经修复和再生有害的反应。

讨论

总体而言,我们首次将转录组学和代谢组学结合起来,系统地分析了SCI急性期代谢失调的潜在分子途径,这将有助于拓宽我们对SCI复杂分子机制的理解,同时为未来SCI后神经修复和再生的研究奠定基础。

相似文献

1
Integrated transcriptomic and metabolomic profiling reveals dysregulation of purine metabolism during the acute phase of spinal cord injury in rats.整合转录组学和代谢组学分析揭示大鼠脊髓损伤急性期嘌呤代谢失调。
Front Neurosci. 2022 Nov 23;16:1066528. doi: 10.3389/fnins.2022.1066528. eCollection 2022.
2
The beneficial effect of α-lipoic acid on spinal cord injury repair in rats is mediated through inhibition of oxidative stress: A transcriptomic analysis.α-硫辛酸对大鼠脊髓损伤修复的有益作用是通过抑制氧化应激介导的:一项转录组学分析。
J Spinal Cord Med. 2024 Apr 22:1-14. doi: 10.1080/10790268.2024.2342058.
3
Low-energy extracorporeal shock wave therapy promotes vascular endothelial growth factor expression and improves locomotor recovery after spinal cord injury.低能量体外冲击波疗法可促进血管内皮生长因子表达,并改善脊髓损伤后的运动功能恢复。
J Neurosurg. 2014 Dec;121(6):1514-25. doi: 10.3171/2014.8.JNS132562. Epub 2014 Oct 3.
4
[Influence of electroacupuncture of "Dazhui" (EX-B2) and "Mingmen" (GV4) on NR2B expression in anterior horns of spinal cord in rats with acute spinal cord injury].[电针“大椎”(EX-B2)和“命门”(GV4)对急性脊髓损伤大鼠脊髓前角NR2B表达的影响]
Zhen Ci Yan Jiu. 2019 Feb 25;44(2):95-101. doi: 10.13702/j.1000-0607.170970.
5
Metabolomics uncovers dietary omega-3 fatty acid-derived metabolites implicated in anti-nociceptive responses after experimental spinal cord injury.代谢组学揭示了饮食中 ω-3 脂肪酸衍生的代谢物,这些代谢物与实验性脊髓损伤后的抗伤害反应有关。
Neuroscience. 2013;255:1-18. doi: 10.1016/j.neuroscience.2013.09.012. Epub 2013 Sep 14.
6
Comprehensive analysis of the differential expression profile of microRNAs in rats with spinal cord injury treated by electroacupuncture.电针对脊髓损伤大鼠差异表达 microRNAs 的综合分析。
Mol Med Rep. 2020 Aug;22(2):751-762. doi: 10.3892/mmr.2020.11161. Epub 2020 May 20.
7
Integration of transcriptomics and metabolomics provides metabolic and functional insights into reduced insulin secretion in MIN6 β-cells exposed to deficient and excessive arginine.转录组学和代谢组学的整合为暴露于缺乏和过量精氨酸的 MIN6 β 细胞中胰岛素分泌减少提供了代谢和功能方面的见解。
FASEB J. 2022 Mar;36(3):e22206. doi: 10.1096/fj.202101723R.
8
Quercetin reduces neural tissue damage and promotes astrocyte activation after spinal cord injury in rats.槲皮素可减少大鼠脊髓损伤后的神经组织损伤并促进星形胶质细胞活化。
J Cell Biochem. 2018 Feb;119(2):2298-2306. doi: 10.1002/jcb.26392. Epub 2017 Oct 18.
9
[Electroacupuncture Improves Limb Locomotor Function Possibly by Suppressing Rho-ROCK Ⅱ Pathway Related Factors in Anterior Horns of Spinal Cord in Rats with Acute Spinal Cord Injury].[电针可能通过抑制急性脊髓损伤大鼠脊髓前角中Rho-ROCKⅡ通路相关因子来改善肢体运动功能]
Zhen Ci Yan Jiu. 2018 Jul 25;43(7):445-9. doi: 10.13702/j.1000-0607.170689.
10
Low-energy extracorporeal shock wave therapy for promotion of vascular endothelial growth factor expression and angiogenesis and improvement of locomotor and sensory functions after spinal cord injury.低能量体外冲击波疗法促进脊髓损伤后血管内皮生长因子表达和血管生成以及改善运动和感觉功能
J Neurosurg Spine. 2016 Dec;25(6):745-755. doi: 10.3171/2016.4.SPINE15923. Epub 2016 Jul 1.

引用本文的文献

1
A Review of Pathophysiology, Molecular Mechanisms, and Omics Approaches of Spinal Cord Injury.脊髓损伤的病理生理学、分子机制及组学方法综述
Int J Mol Sci. 2025 Aug 15;26(16):7895. doi: 10.3390/ijms26167895.
2
The Utility of Metabolomics in Spinal Cord Injury: Opportunities for Biomarker Discovery and Neuroprotection.代谢组学在脊髓损伤中的应用:生物标志物发现与神经保护的机遇
Int J Mol Sci. 2025 Jul 17;26(14):6864. doi: 10.3390/ijms26146864.
3
Effects of Combined Transcriptome and Metabolome Analysis Training on Athletic Performance of 2-Year-Old Trot-Type Yili Horses.

本文引用的文献

1
Pathogenesis, therapeutic strategies and biomarker development based on "omics" analysis related to microglia in Alzheimer's disease.基于与阿尔茨海默病中小胶质细胞相关的“组学”分析的发病机制、治疗策略和生物标志物的开发。
J Neuroinflammation. 2022 Sep 4;19(1):215. doi: 10.1186/s12974-022-02580-1.
2
Relevance of emerging metabolomics-based biomarkers of prostate cancer: a systematic review.基于代谢组学的前列腺癌新兴生物标志物的相关性:系统评价。
Expert Rev Mol Med. 2022 Jun 22;24:e25. doi: 10.1017/erm.2022.20.
3
Purine nucleotide depletion prompts cell migration by stimulating the serine synthesis pathway.
转录组和代谢组联合分析训练对2岁伊犁快步马运动性能的影响
Genes (Basel). 2025 Feb 4;16(2):197. doi: 10.3390/genes16020197.
4
Evolution of Lipid Metabolism in the Injured Mouse Spinal Cord.损伤小鼠脊髓中脂质代谢的演变
J Neurotrauma. 2025 Feb;42(3-4):182-196. doi: 10.1089/neu.2024.0385. Epub 2024 Dec 17.
5
Spatial multi-omics analysis of the microenvironment in traumatic spinal cord injury: a narrative review.创伤性脊髓损伤微环境的空间多组学分析:叙事性综述。
Front Immunol. 2024 Aug 29;15:1432841. doi: 10.3389/fimmu.2024.1432841. eCollection 2024.
6
Metabolic reprogramming: a new option for the treatment of spinal cord injury.代谢重编程:脊髓损伤治疗的新选择
Neural Regen Res. 2025 Apr 1;20(4):1042-1057. doi: 10.4103/NRR.NRR-D-23-01604. Epub 2024 Apr 3.
7
Therapeutic application of nicotinamide: As a potential target for inhibiting fibrotic scar formation following spinal cord injury.烟酰胺的治疗应用:作为抑制脊髓损伤后纤维疤痕形成的潜在靶点。
CNS Neurosci Ther. 2024 Jul;30(7):e14826. doi: 10.1111/cns.14826.
8
Integrating Proteomics and Transcriptomics Reveals the Potential Pathways of Hippocampal Neuron Apoptosis in Dravet Syndrome Model Mice.整合蛋白质组学和转录组学揭示了Dravet综合征模型小鼠海马神经元凋亡的潜在途径。
Int J Mol Sci. 2024 Apr 18;25(8):4457. doi: 10.3390/ijms25084457.
9
Unbiased multitissue transcriptomic analysis reveals complex neuroendocrine regulatory networks mediated by spinal cord injury-induced immunodeficiency.无偏多组织转录组分析揭示了由脊髓损伤诱导的免疫缺陷介导的复杂神经内分泌调节网络。
J Neuroinflammation. 2023 Sep 30;20(1):219. doi: 10.1186/s12974-023-02906-7.
嘌呤核苷酸耗竭通过刺激丝氨酸合成途径促进细胞迁移。
Nat Commun. 2022 May 16;13(1):2698. doi: 10.1038/s41467-022-30362-z.
4
Hippocampal Mitochondrial Abnormalities Induced the Dendritic Complexity Reduction and Cognitive Decline in a Rat Model of Spinal Cord Injury.脊髓损伤大鼠模型中海马线粒体异常导致树突复杂性降低和认知功能下降。
Oxid Med Cell Longev. 2022 May 4;2022:9253916. doi: 10.1155/2022/9253916. eCollection 2022.
5
Hexokinase 3 enhances myeloid cell survival via non-glycolytic functions.己糖激酶 3 通过非糖酵解功能增强髓样细胞存活。
Cell Death Dis. 2022 May 11;13(5):448. doi: 10.1038/s41419-022-04891-w.
6
Metabolomic Approaches for Detection and Identification of Biomarkers and Altered Pathways in Bladder Cancer.代谢组学方法在膀胱癌生物标志物和相关通路检测及鉴定中的应用。
Int J Mol Sci. 2022 Apr 10;23(8):4173. doi: 10.3390/ijms23084173.
7
Progression in translational research on spinal cord injury based on microenvironment imbalance.基于微环境失衡的脊髓损伤转化研究进展
Bone Res. 2022 Apr 8;10(1):35. doi: 10.1038/s41413-022-00199-9.
8
Therapeutic induction of energy metabolism reduces neural tissue damage and increases microglia activation in severe spinal cord injury.治疗性诱导能量代谢可减轻严重脊髓损伤的神经组织损伤并增加小胶质细胞激活。
Pharmacol Res. 2022 Apr;178:106149. doi: 10.1016/j.phrs.2022.106149. Epub 2022 Feb 28.
9
Exerting the Appropriate Application of Methylprednisolone in Acute Spinal Cord Injury Based on Time Course Transcriptomics Analysis.基于时间进程转录组学分析的急性脊髓损伤中甲基强的松龙的适当应用。
Int J Mol Sci. 2021 Dec 1;22(23):13024. doi: 10.3390/ijms222313024.
10
Morphine Resistance in Spinal Cord Injury-Related Neuropathic Pain in Rats is Associated With Alterations in Dopamine and Dopamine-Related Metabolomics.大鼠脊髓损伤相关性神经病理性疼痛中的吗啡耐药与多巴胺及多巴胺相关代谢组学改变有关。
J Pain. 2022 May;23(5):772-783. doi: 10.1016/j.jpain.2021.11.009. Epub 2021 Nov 29.