Skip to main content

Advertisement

Log in

Preconditioning exercise reduces brain damage of ischemic stroke in rats via PI3K–AKT pathway by bioinformatic analysis

  • Research Article
  • Published:
Experimental Brain Research Aims and scope Submit manuscript

Abstract

Ischemic stroke is one of the most vital causes of high neurological morbidity and mortality in the world. Preconditioning exercise is considered as the primary prevention of stroke to resistance to subsequent injury. We tried to research the underlying biological mechanisms of this exercise. Forty-two SD rats were randomly divided into three groups: middle cerebral artery occlusion (MCAO) group, exercise group with MCAO (EX + MCAO) group, and sham group, with 14 rats in each group. The EX + MCAO group underwent exercise preconditioning for 3 weeks before occlusion, and the other two groups were fed and exercised normally. After 3 weeks, MCAO model was made by thread plug method in the EX + MCAO group and MCAO group. After successful modeling, the Longa scale was used to evaluate the neurological impairment of rats at day 0, day 1, and day 2. The rats in each group were killed on the third day after modeling. TTC staining measured the infarct volume of each group. The morphology and apoptosis of cortical cells were observed by HE and Tunel staining. Three rats in each group underwent high-throughput sequencing. Bioinformatic analysis was used to find the deferentially expressed genes (DEGs) and predict the transcription factor binding sites (TFBS) of the next-generation sequencing results. Gene enrichment (GSEA) was used to analyze potential functional genes and their corresponding signaling pathways. The Longa scale showed EX + MCAO group had the neurological function better than the modeling group (P < 0.001). TTC staining showed that the infarct size of EX + MCAO group was less than MCAO group (P < 0.05). HE and Tunel staining showed that the cells in the EX + MCAO group and the sham group had normal morphology and fewer apoptotic cells than MCAO group. A new gene named 7994 was discovered and TFBS of this gene was predicted, which could interact with key genes such as Foxd3, Foxa2, NR4A2, SP1, CEBPA, and SOX10. GSEA showed that EX + MCAO group could promote and regulate angiogenesis and apoptosis through PI3K–AKT pathway. Preconditioning exercise could improve nerve function and reduce infarct size in rats. The underlying mechanism is to regulate the PI3K–AKT pathway through several key genes, promote cerebral angiogenesis, and reduce apoptosis.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Data availability

The data used to support the findings of this study are available from the corresponding authors upon request. All reagents used in this study are available from scientific supply companies.

References

  • Abdalmalak A et al (2020) Using fMRI to investigate the potential cause of inverse oxygenation reported in fNIRS studies of motor imagery. Neurosci Lett 714:134607

    Article  CAS  PubMed  Google Scholar 

  • Alim I et al (2019) Selenium drives a transcriptional adaptive program to block ferroptosis and treat stroke. Cell 177(5):1262-1279.e25

    Article  CAS  PubMed  Google Scholar 

  • Baillieul S et al (2017) Hypoxic conditioning and the central nervous system: A new therapeutic opportunity for brain and spinal cord injuries? Exp Biol Med (maywood) 242(11):1198–1206

    Article  CAS  PubMed  Google Scholar 

  • Bastian C et al (2018) NOS3 inhibition confers post-ischemic protection to young and aging white matter integrity by conserving mitochondrial dynamics and Miro-2 levels. J Neurosci 38(28):6247–6266

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Diaz-Ruiz A et al (2014) Metallothionein-II inhibits lipid peroxidation and improves functional recovery after transient brain ischemia and reperfusion in rats. Oxid Med Cell Longev 2014:436429

    Article  PubMed  PubMed Central  Google Scholar 

  • Dong Y et al (2010) 14-3-3gamma and neuroglobin are new intrinsic protective factors for cerebral ischemia. Mol Neurobiol 41(2–3):218–231

    Article  CAS  PubMed  Google Scholar 

  • Feng Y et al (2021) miR-1224 contributes to ischemic stroke-mediated natural killer cell dysfunction by targeting Sp1 signaling. J Neuroinflammation 18(1):133

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Fischer AH et al (2008) Hematoxylin and eosin staining of tissue and cell sections. CSH Protoc 2008:pdb.prt4986

    Google Scholar 

  • Fontenas, L. and S. Kucenas, Spinal cord precursors utilize neural crest cell mechanisms to generate hybrid peripheral myelinating glia. Elife, 2021. 10.

  • Gauthier J et al (2019) A brief history of bioinformatics. Brief Bioinform 20(6):1981–1996

    Article  PubMed  Google Scholar 

  • Ghazavi H et al (2017) Fibroblast growth factor type 1 (FGF1)-overexpressed adipose-derived mesenchaymal stem Cells (AD-MSC(FGF1)) induce neuroprotection and functional recovery in a rat stroke model. Stem Cell Rev Rep 13(5):670–685

    Article  PubMed  Google Scholar 

  • Guy JL, Mor GG (2021) Transcription Factor-Binding Site Identification and Enrichment Analysis. Methods Mol Biol 2255:241–261

    Article  CAS  PubMed  Google Scholar 

  • Kapiainen E et al (2021) The amino-terminal oligomerization domain of angiopoietin-2 affects vascular remodeling, mammary gland tumor growth, and lung metastasis in mice. Cancer Res 81(1):129–143

    Article  CAS  PubMed  Google Scholar 

  • Kinoshita K et al (2021) Mature adult mice with exercise-preconditioning show better recovery after intracerebral hemorrhage. Stroke 52(5):1861–1865

    Article  PubMed  PubMed Central  Google Scholar 

  • Lai X et al (2021) SOX10 ablation severely impairs the generation of postmigratory neural crest from human pluripotent stem cells. Cell Death Dis 12(9):814

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Lang H et al (2020) Linc-FOXD3 knockdown enhances hippocampal NSCs activation through upregulation of the Wnt/β-catenin pathway. Neurosci Lett 729:134991

    Article  CAS  PubMed  Google Scholar 

  • Langhorne P, Bernhardt J, Kwakkel G (2011) Stroke rehabilitation. Lancet 377(9778):1693–1702

    Article  PubMed  Google Scholar 

  • Li Y, Zhang J (2021) Animal models of stroke. Animal Model Exp Med 4(3):204–219

    Article  PubMed  PubMed Central  Google Scholar 

  • Liu XL et al (2018) microRNA-137 promotes endothelial progenitor cell proliferation and angiogenesis in cerebral ischemic stroke mice by targeting NR4A2 through the Notch pathway. J Cell Physiol 233(7):5255–5266

    Article  CAS  PubMed  Google Scholar 

  • Maida CD et al (2020) Neuroinflammatory mechanisms in ischemic stroke: focus on cardioembolic stroke, background, and therapeutic approaches. Int J Mol Sci 21(18):6454

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Otsuka S et al (2016) The neuroprotective effects of preconditioning exercise on brain damage and neurotrophic factors after focal brain ischemia in rats. Behav Brain Res 303:9–18

    Article  CAS  PubMed  Google Scholar 

  • Otsuka S et al (2019) Preconditioning exercise reduces brain damage and neuronal apoptosis through enhanced endogenous 14-3-3γ after focal brain ischemia in rats. Brain Struct Funct 224(2):727–738

    Article  CAS  PubMed  Google Scholar 

  • Otsuka S et al (2021a) Preconditioning exercise in rats attenuates early brain injury resulting from subarachnoid hemorrhage by reducing oxidative stress, inflammation, and neuronal apoptosis. Mol Neurobiol 58(11):5602–5617

    Article  CAS  PubMed  Google Scholar 

  • Otsuka S et al (2021b) Effects of detraining on preconditioning exercise-induced neuroprotective potential after ischemic stroke in rats. Brain Struct Funct 226(7):2169–2180

    Article  CAS  PubMed  Google Scholar 

  • Otxoa-de-Amezaga A et al (2019) Microglial cell loss after ischemic stroke favors brain neutrophil accumulation. Acta Neuropathol 137(2):321–341

    Article  CAS  PubMed  Google Scholar 

  • Pandian JD et al (2018) Prevention of stroke: a global perspective. Lancet 392(10154):1269–1278

    Article  PubMed  Google Scholar 

  • Paul S, Candelario-Jalil E (2021) Emerging neuroprotective strategies for the treatment of ischemic stroke: An overview of clinical and preclinical studies. Exp Neurol 335:113518

    Article  CAS  PubMed  Google Scholar 

  • Ren L, Wei C, Li K, Lu Z (2019) LncRNA MALAT1 up-regulates VEGF-A and ANGPT2 to promote angiogenesis in brain microvascular endothelial cells against oxygen-glucose deprivation via targetting miR-145. Biosci Rep 39(3):BSR20180226

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shamsaei N et al (2017) Neuroprotective effects of exercise on brain edema and neurological movement disorders following the cerebral ischemia and reperfusion in Rats. Basic Clin Neurosci 8(1):77–84

    CAS  PubMed  PubMed Central  Google Scholar 

  • Shao Y et al (2020) Effect of Sox10 on remyelination of the hippocampus in cuprizone-induced demyelinated mice. Brain Behav 10(6):e01623

    Article  PubMed  PubMed Central  Google Scholar 

  • Teichert M et al (2017) Pericyte-expressed Tie2 controls angiogenesis and vessel maturation. Nat Commun 8:16106

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Wei W et al (2021) Disorder genes regulate the progression of ischemic stroke through the NF-κB signaling pathway. Biomed Res Int 2021:2464269

    Article  PubMed  PubMed Central  Google Scholar 

  • White LJ, Castellano V (2008) Exercise and brain health–implications for multiple sclerosis: Part 1–neuronal growth factors. Sports Med 38(2):91–100

    Article  PubMed  Google Scholar 

  • Zhang H, He L, Cai L (2018) Transcriptome Sequencing: RNA-Seq. Methods Mol Biol 1754:15–27

    Article  CAS  PubMed  Google Scholar 

  • Zhu W et al (2019) MiR-222 inhibits apoptosis in porcine follicular granulosa cells by targeting the THBS1 gene. Anim Sci J 90(6):719–727

    Article  CAS  PubMed  Google Scholar 

  • Zhu Y et al (2022) Insight into the mechanism of exercise preconditioning in ischemic stroke. Front Pharmacol 13:866360

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Zito A et al (2021) Gene set enrichment analysis of interaction networks weighted by node centrality. Front Genet 12:577623

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Zou Y et al (2020) Non-mitogenic fibroblast growth factor 1 enhanced angiogenesis following ischemic stroke by regulating the sphingosine-1-phosphate 1 pathway. Front Pharmacol 11:59

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Funding

This study was supported by grants from Shanghai University of Medicine & Health Sciences Intelligent Neurorehabilitation Clinical Research Center (22MC2022002) and by Key Discipline Project of Shanghai Pudong New Area (PWZxk2022-10).

Author information

Authors and Affiliations

Authors

Contributions

Study design: XB, KL, and Z-KG; data analysis and manuscript drafting: KL and Z-KG; manuscript revision: KL, X-YS, YH, MY, and Y-SG; supervision of all experiments and data interpretation: XB. All authors have read and approved the manuscript.

Corresponding author

Correspondence to Xia Bi.

Ethics declarations

Conflict of interest

The authors of this manuscript have no conflicts of interest to disclose.

Ethical approval

This article does not contain any studies with human participants but animals. All applicable international, national, and/or institutional guidelines for the care and use of animals were followed. Approval was granted by Laboratory Animal Welfare and Ethics Committee, Shanghai University of Traditional Chinese Medicine. The review ethics number is: PZSHUTCM210305004.

Additional information

Communicated by Bill J Yates.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Li, K., Gao, ZK., Guo, YS. et al. Preconditioning exercise reduces brain damage of ischemic stroke in rats via PI3K–AKT pathway by bioinformatic analysis. Exp Brain Res 242, 869–878 (2024). https://doi.org/10.1007/s00221-024-06778-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00221-024-06778-y

Keywords

Navigation