{"title":"缺血性中风后糖尿病中与铁蛋白沉积相关的改变:RNA测序的启示","authors":"Ying Zhu , Qike Wu , Jiayi Guo , Baohui Xu , Heng Zhao , Cuiying Liu","doi":"10.1016/j.brainres.2024.149274","DOIUrl":null,"url":null,"abstract":"<div><h3>Objective</h3><div>Ferroptosis is an iron-dependent form of programmed cell death associated with lipid peroxidation. Though diabetes worsens cerebral injury and clinical outcomes in stroke, it is poorly understood whether ferroptosis contributes to diabetes-exacerbated stroke. This study aimed to identify ferroptosis-associated differentially expressed genes in ischemic stroke under diabetic condition and then explore their roles using comprehensive bioinformatics analyses.</div></div><div><h3>Methods</h3><div>Type 1 diabetes (T1D) model was established in male mice at 8–10 weeks of age by one intraperitoneal injection of streptozotocin (110 mg/kg). Ischemic stroke was induced by a transient 45-minute middle cerebral artery occlusion and evaluated three days thereafter. Ischemic brain cortex was dissected 24 h after the reperfusion and subjected to bulk tissue RNA sequencing followed by bioinformatics analysis and verification of key findings via quantitative real-time PCR.</div></div><div><h3>Results</h3><div>Enlarged infarct size was seen in diabetic, as compared with non-diabetic mice, in conjunction with worsened neurological behaviors. Both body and spleen weights were reduced in diabetic as compared with non-diabetic mice. There was a trend for reduced survival rate in diabetic mice following the stroke. In RNA sequencing analysis, we identified 1299 differentially expressed genes in ischemic brain between diabetic and non-diabetic mice, with upregulation and downregulation for 732 and 567 genes, respectively. Among these genes, 27 genes were associated with ferroptosis. Further analysis reveals that solute carrier family 25 member 28(SLC25A28) and sterol carrier protein 2(SCP2) were the top genes associated with ferroptosis in diabetic mice following ischemic stroke. In several bioinformatics analyses, we found SLC25A28, one of the top ferroptosis-related genes, is involved in several metabolic and regulatory pathways as well as the regulatory complexity of microRNAs and circular RNAs, which demonstrates the potential role of SLC25A28 in diabetes-exacerbated stroke. Drug network analysis suggests SLC25A28 as a potential therapeutic target for ameliorating ischemic injury in diabetes.</div></div><div><h3>Conclusions</h3><div>Our bulk RNA sequencing and bioinformatics analyses show that altered ferroptosis signaling pathway was associated with the exacerbation of experimental stroke injury under diabetic condition. Especially, additional investigation into the mechanisms of SLC25A28 and SCP2 in diabetes-exacerbated stroke will be explored in the future study.</div></div>","PeriodicalId":9083,"journal":{"name":"Brain Research","volume":"1845 ","pages":"Article 149274"},"PeriodicalIF":2.7000,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Ferroptosis-associated alterations in diabetes following ischemic stroke: Insights from RNA sequencing\",\"authors\":\"Ying Zhu , Qike Wu , Jiayi Guo , Baohui Xu , Heng Zhao , Cuiying Liu\",\"doi\":\"10.1016/j.brainres.2024.149274\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Objective</h3><div>Ferroptosis is an iron-dependent form of programmed cell death associated with lipid peroxidation. Though diabetes worsens cerebral injury and clinical outcomes in stroke, it is poorly understood whether ferroptosis contributes to diabetes-exacerbated stroke. This study aimed to identify ferroptosis-associated differentially expressed genes in ischemic stroke under diabetic condition and then explore their roles using comprehensive bioinformatics analyses.</div></div><div><h3>Methods</h3><div>Type 1 diabetes (T1D) model was established in male mice at 8–10 weeks of age by one intraperitoneal injection of streptozotocin (110 mg/kg). Ischemic stroke was induced by a transient 45-minute middle cerebral artery occlusion and evaluated three days thereafter. Ischemic brain cortex was dissected 24 h after the reperfusion and subjected to bulk tissue RNA sequencing followed by bioinformatics analysis and verification of key findings via quantitative real-time PCR.</div></div><div><h3>Results</h3><div>Enlarged infarct size was seen in diabetic, as compared with non-diabetic mice, in conjunction with worsened neurological behaviors. Both body and spleen weights were reduced in diabetic as compared with non-diabetic mice. There was a trend for reduced survival rate in diabetic mice following the stroke. In RNA sequencing analysis, we identified 1299 differentially expressed genes in ischemic brain between diabetic and non-diabetic mice, with upregulation and downregulation for 732 and 567 genes, respectively. Among these genes, 27 genes were associated with ferroptosis. Further analysis reveals that solute carrier family 25 member 28(SLC25A28) and sterol carrier protein 2(SCP2) were the top genes associated with ferroptosis in diabetic mice following ischemic stroke. In several bioinformatics analyses, we found SLC25A28, one of the top ferroptosis-related genes, is involved in several metabolic and regulatory pathways as well as the regulatory complexity of microRNAs and circular RNAs, which demonstrates the potential role of SLC25A28 in diabetes-exacerbated stroke. Drug network analysis suggests SLC25A28 as a potential therapeutic target for ameliorating ischemic injury in diabetes.</div></div><div><h3>Conclusions</h3><div>Our bulk RNA sequencing and bioinformatics analyses show that altered ferroptosis signaling pathway was associated with the exacerbation of experimental stroke injury under diabetic condition. Especially, additional investigation into the mechanisms of SLC25A28 and SCP2 in diabetes-exacerbated stroke will be explored in the future study.</div></div>\",\"PeriodicalId\":9083,\"journal\":{\"name\":\"Brain Research\",\"volume\":\"1845 \",\"pages\":\"Article 149274\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2024-10-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Brain Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0006899324005286\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"NEUROSCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Brain Research","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0006899324005286","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
Ferroptosis-associated alterations in diabetes following ischemic stroke: Insights from RNA sequencing
Objective
Ferroptosis is an iron-dependent form of programmed cell death associated with lipid peroxidation. Though diabetes worsens cerebral injury and clinical outcomes in stroke, it is poorly understood whether ferroptosis contributes to diabetes-exacerbated stroke. This study aimed to identify ferroptosis-associated differentially expressed genes in ischemic stroke under diabetic condition and then explore their roles using comprehensive bioinformatics analyses.
Methods
Type 1 diabetes (T1D) model was established in male mice at 8–10 weeks of age by one intraperitoneal injection of streptozotocin (110 mg/kg). Ischemic stroke was induced by a transient 45-minute middle cerebral artery occlusion and evaluated three days thereafter. Ischemic brain cortex was dissected 24 h after the reperfusion and subjected to bulk tissue RNA sequencing followed by bioinformatics analysis and verification of key findings via quantitative real-time PCR.
Results
Enlarged infarct size was seen in diabetic, as compared with non-diabetic mice, in conjunction with worsened neurological behaviors. Both body and spleen weights were reduced in diabetic as compared with non-diabetic mice. There was a trend for reduced survival rate in diabetic mice following the stroke. In RNA sequencing analysis, we identified 1299 differentially expressed genes in ischemic brain between diabetic and non-diabetic mice, with upregulation and downregulation for 732 and 567 genes, respectively. Among these genes, 27 genes were associated with ferroptosis. Further analysis reveals that solute carrier family 25 member 28(SLC25A28) and sterol carrier protein 2(SCP2) were the top genes associated with ferroptosis in diabetic mice following ischemic stroke. In several bioinformatics analyses, we found SLC25A28, one of the top ferroptosis-related genes, is involved in several metabolic and regulatory pathways as well as the regulatory complexity of microRNAs and circular RNAs, which demonstrates the potential role of SLC25A28 in diabetes-exacerbated stroke. Drug network analysis suggests SLC25A28 as a potential therapeutic target for ameliorating ischemic injury in diabetes.
Conclusions
Our bulk RNA sequencing and bioinformatics analyses show that altered ferroptosis signaling pathway was associated with the exacerbation of experimental stroke injury under diabetic condition. Especially, additional investigation into the mechanisms of SLC25A28 and SCP2 in diabetes-exacerbated stroke will be explored in the future study.
期刊介绍:
An international multidisciplinary journal devoted to fundamental research in the brain sciences.
Brain Research publishes papers reporting interdisciplinary investigations of nervous system structure and function that are of general interest to the international community of neuroscientists. As is evident from the journals name, its scope is broad, ranging from cellular and molecular studies through systems neuroscience, cognition and disease. Invited reviews are also published; suggestions for and inquiries about potential reviews are welcomed.
With the appearance of the final issue of the 2011 subscription, Vol. 67/1-2 (24 June 2011), Brain Research Reviews has ceased publication as a distinct journal separate from Brain Research. Review articles accepted for Brain Research are now published in that journal.