دورية أكاديمية

Decoding Molecular Mechanisms Underlying Outcomes After Ischemic Stroke Thrombectomy by RNA Sequencing of Retrieved Clots.

التفاصيل البيبلوغرافية
العنوان: Decoding Molecular Mechanisms Underlying Outcomes After Ischemic Stroke Thrombectomy by RNA Sequencing of Retrieved Clots.
المؤلفون: Santo BA; Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA.; Department of Pathology and Anatomical Sciences, University at Buffalo, Buffalo, NY, USA.; Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA., Poppenberg KE; Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA., Ciecierska SS; Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA., Lim J; Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA.; Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA., Baig AA; Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA.; Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA., Jaikumar V; Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA.; Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA., Raygor KP; Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA.; Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA., Patel TR; Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA.; Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA., Shah M; Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA., Levy EI; Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA.; Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA., Siddiqui AH; Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA.; Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA., Tutino VM; Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA. vincentt@buffalo.edu.; Department of Pathology and Anatomical Sciences, University at Buffalo, Buffalo, NY, USA. vincentt@buffalo.edu.; Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA. vincentt@buffalo.edu.
المصدر: Molecular diagnosis & therapy [Mol Diagn Ther] 2024 Jul; Vol. 28 (4), pp. 469-477. Date of Electronic Publication: 2024 May 20.
نوع المنشور: Journal Article
اللغة: English
بيانات الدورية: Publisher: Adis, Springer International Country of Publication: New Zealand NLM ID: 101264260 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1179-2000 (Electronic) Linking ISSN: 11771062 NLM ISO Abbreviation: Mol Diagn Ther Subsets: MEDLINE
أسماء مطبوعة: Publication: Auckland : Adis, Springer International
Original Publication: Auckland, N.Z. : Adis International, c2006-
مواضيع طبية MeSH: Thrombectomy* , Ischemic Stroke*/genetics , Ischemic Stroke*/metabolism , Ischemic Stroke*/surgery , Transcriptome* , Gene Expression Profiling*, Humans ; Male ; Female ; Aged ; Middle Aged ; Computational Biology/methods ; Treatment Outcome ; Sequence Analysis, RNA ; Gene Ontology ; Thrombosis/genetics ; Thrombosis/etiology ; Gene Regulatory Networks
مستخلص: Background: Transcriptomic profiling has emerged as a powerful tool for exploring the molecular landscape of ischemic stroke clots and providing insights into the pathophysiological mechanisms underlying stroke progression and recovery. In this study, we aimed to investigate the relationship between stroke clot transcriptomes and stroke thrombectomy outcome, as measured by early neurological improvement (ENI) 30 (i.e., a 30% reduction in NIHSS at 24 h post-thrombectomy).
Hypothesis: We hypothesized that there exist distinct clot gene expression patterns between good and poor neurological outcomes.
Methods: Transcriptomic analysis of 32 stroke clots retrieved by mechanical thrombectomy was conducted. Transcriptome data of these clots were analyzed to identify differentially expressed genes (DEGs), defined as those with a log(fold-change) ≥ 1.5 and q < 0.05 between samples with good and poor early neurological outcomes. Gene ontology and bioinformatics analyses were performed on genes with p < 0.01 to identify enriched biological processes and Ingenuity Pathway Analysis canonical pathways. Moreover, AUC analysis assessed the predictive power of DEGs for 90-day function outcome (mRS ≤ 2) and cellular composition of clot was predicted using CIBERSORT. We also assessed whether differential enrichment of immune cell types could indicate patient survival.
Results: A total of 41 DEGs were identified. Bioinformatics showed that enriched biological processes and pathways emphasized the chronic immune response and matrix metalloproteinase inhibition. Moreover, 25 of the DEGs were found to be significant predictors of 90-day mRS. These genes were indicative of monocytes enrichment and neutrophil depletion in patients with poorer outcomes.
Conclusion: Our study revealed a distinct gene expression pattern and dysregulated biological pathways associated with ENI. This expression pattern was also predictive of long-term outcome, suggesting a biological link between those ENIs and 90-day mRS.
(© 2024. The Author(s), under exclusive licence to Springer Nature Switzerland AG.)
References: Boehme AK, Esenwa C, Elkind MS. Stroke risk factors, genetics, and prevention. Circ Res. 2017;120(3):472–95. (PMID: 10.1161/CIRCRESAHA.116.308398281540985321635)
Bogiatzi C, Hackam DG, McLeod AI, Spence JD. Secular trends in ischemic stroke subtypes and stroke risk factors. Stroke. 2014;45(11):3208–13. (PMID: 10.1161/STROKEAHA.114.00653625213343)
Wollenweber FA, et al. Functional outcome following stroke thrombectomy in clinical practice. Stroke. 2019;50(9):2500–6. (PMID: 10.1161/STROKEAHA.119.02600531337298)
Kobeissi H, Ghozy S, Bilgin C, Kadirvel R, Kallmes DF. Early neurological improvement as a predictor of outcomes after endovascular thrombectomy for stroke: a systematic review and meta-analysis. J Neurointerv Surg. 2022;15(6):547–51.
Agarwal S, et al. Redefined measure of early neurological improvement shows treatment benefit of alteplase over placebo. Stroke. 2020;51(4):1226–30. (PMID: 10.1161/STROKEAHA.119.027476321026297101071)
Tutino VM, et al. Gene expression profiles of ischemic stroke clots retrieved by mechanical thrombectomy are associated with disease etiology. J Neurointerv Surg. 2023;15(e1):e33–40.
Tutino VM, Santo BA, Snyder KV, Siddiqui AH. Multi-omic investigation of retrieved blood clots may identify complex traits associated with ischemic stroke etiology. World Neurosurg. 2022;168:311–3. (PMID: 10.1016/j.wneu.2022.08.13236167776)
Xu H, et al. Gene expression in peripheral blood differs after cardioembolic compared with large-vessel atherosclerotic stroke: biomarkers for the etiology of ischemic stroke. J Cereb Blood Flow Metab. 2008;28(7):1320–8. (PMID: 10.1038/jcbfm.2008.2218382470)
Santo B, Poppenberg K, Monteiro A, Siddiqui AH, Tutino V. Canonical correlation analysis of histomic and transcriptomic data from ischemic stroke thrombi identifies complex traits associated with etiology. Stroke. 2023;54(Suppl_1):A136–A136. (PMID: 10.1161/str.54.suppl_1.136)
Poppenberg KE, Tutino V. Gene expression profiles of ischemic stroke clots retrieved by mechanical thrombectomy are associated with disease etiology. J NeuroInterv Surg. 2022.
Robinson MD, McCarthy DJ, Smyth GK. edgeR: a Bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics. 2010;26(1):139–40. (PMID: 10.1093/bioinformatics/btp61619910308)
Thissen D, Steinberg L, Kuang D. Quick and easy implementation of the Benjamini-Hochberg procedure for controlling the false positive rate in multiple comparisons. J Educ Behav Stat. 2002;27(1):77–83. (PMID: 10.3102/10769986027001077)
Satija R, Farrell JA, Gennert D, Schier AF, Regev A. Spatial reconstruction of single-cell gene expression data. Nat Biotechnol. 2015;33(5):495–502. (PMID: 10.1038/nbt.3192258679234430369)
Chen B, Khodadoust MS, Liu CL, Newman AM, Alizadeh AA. Profiling tumor infiltrating immune cells with CIBERSORT. In: Cancer systems biology: methods and protocols. Methods in Molecular Biology, vol. 1711. 2018; pp. 243–59.
Bland JM, Altman DG. Survival probabilities (the Kaplan-Meier method). BMJ. 1998;317(7172):1572–80. (PMID: 10.1136/bmj.317.7172.157298366631114388)
Davidson-Pilon C. lifelines: survival analysis in Python. J Open Source Softw. 2019;4(40):1317. (PMID: 10.21105/joss.01317)
Gammoh NZ, Rink L. Zinc in infection and inflammation. Nutrients. 2017;9(6):624. (PMID: 10.3390/nu9060624286291365490603)
Vignesh KS, Deepe GS Jr. Immunological orchestration of zinc homeostasis: the battle between host mechanisms and pathogen defenses. Arch Biochem Biophys. 2016;611:66–78. (PMID: 10.1016/j.abb.2016.02.0204996772)
Maares M, Haase H. Zinc and immunity: an essential interrelation. Arch Biochem Biophys. 2016;611:58–65. (PMID: 10.1016/j.abb.2016.03.02227021581)
Kuźmicka W, et al. Zinc supplementation modulates NETs release and neutrophils’ degranulation. Nutrients. 2020;13(1):51. (PMID: 10.3390/nu13010051333752757823768)
Yang Y, Rosenberg GA. Matrix metalloproteinases as therapeutic targets for stroke. Brain Res. 2015;1623:30–8. (PMID: 10.1016/j.brainres.2015.04.024259165774569515)
Carmona-Mora P, et al. Monocyte, neutrophil, and whole blood transcriptome dynamics following ischemic stroke. BMC Med. 2023;21(1):1–24. (PMID: 10.1186/s12916-023-02766-1)
Renedo D, et al. Single-cell immune landscape of human clot retrieved at mechanical thrombectomy. association with stroke origin. Stroke. 2023;54(Suppl_1):A15–A15. (PMID: 10.1161/str.54.suppl_1.15)
Adams HP Jr, et al. Classification of subtype of acute ischemic stroke. Definitions for use in a multicenter clinical trial. TOAST Trial of Org 10172 in Acute Stroke Treatment. Stroke. 1993;24(1):35–41. (PMID: 10.1161/01.STR.24.1.357678184)
Patel TR, et al. Biologically informed clot histomics are predictive of acute ischemic stroke etiology. Stroke Vasc Interv Neurol. 2023;3(2): e000536.
Ducroux C, et al. Thrombus neutrophil extracellular traps content impair tPA-induced thrombolysis in acute ischemic stroke. Stroke. 2018;49(3):754–7. (PMID: 10.1161/STROKEAHA.117.01989629438080)
Pena-Martinez C, et al. Pharmacological modulation of neutrophil extracellular traps reverses thrombotic stroke tPA (tissue-type plasminogen activator) resistance. Stroke. 2019;50(11):3228–37. (PMID: 10.1161/STROKEAHA.119.02684831526124)
Yang T, Li Q, Fadoul G, Alraqmany N, Ikonomovic M, Zhang F. Aldo-keto reductase 1c15 characterization and protection in ischemic brain injury. Antioxidants. 2023;12(4):909. (PMID: 10.3390/antiox120409093710728410135333)
Liu X, et al. Aldo-keto reductase family 1 member C1 regulates the osteogenic differentiation of human ASCs by targeting the progesterone receptor. Stem Cell Res Ther. 2021;12:1–13. (PMID: 10.1186/s13287-021-02425-3)
معلومات مُعتمدة: UL1TR001412 United States GF NIH HHS
تواريخ الأحداث: Date Created: 20240520 Date Completed: 20240627 Latest Revision: 20240627
رمز التحديث: 20240627
DOI: 10.1007/s40291-024-00716-y
PMID: 38769267
قاعدة البيانات: MEDLINE
الوصف
تدمد:1179-2000
DOI:10.1007/s40291-024-00716-y