Early peripheral blood gene expression associated with good and poor 90-day ischemic stroke outcomes

被引:11
作者
Amini, Hajar [1 ]
Knepp, Bodie [1 ]
Rodriguez, Fernando [1 ]
Jickling, Glen C. [2 ]
Hull, Heather [1 ]
Carmona-Mora, Paulina [1 ]
Bushnell, Cheryl [3 ]
Ander, Bradley P. [1 ]
Sharp, Frank R. [1 ]
Stamova, Boryana [1 ]
机构
[1] Univ Calif Davis, Dept Neurol, MIND Inst Biosci, Bldg Room 2417, 2805 50th St, Sacramento, CA 95616 USA
[2] Univ Alberta, Div Neurol, Edmonton, AB, Canada
[3] Wake Forest Univ, Sch Med, Winston Salem, NC USA
基金
美国国家卫生研究院;
关键词
Ischemic stroke; Outcomes; Gene expression; Transcriptome; WGCNA; SERUM S100A12; ONCOSTATIN-M; BRAIN; BIOMARKERS; MATRIX-METALLOPROTEINASE-9; PREDICTS; CELLS; RISK;
D O I
10.1186/s12974-022-02680-y
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
BackgroundThis study identified early immune gene responses in peripheral blood associated with 90-day ischemic stroke (IS) outcomes.MethodsPeripheral blood samples from the CLEAR trial IS patients at <= 3 h, 5 h, and 24 h after stroke were compared to vascular risk factor matched controls. Whole-transcriptome analyses identified genes and networks associated with 90-day IS outcome assessed using the modified Rankin Scale (mRS) and the NIH Stroke Scale (NIHSS).ResultsThe expression of 467, 526, and 571 genes measured at <= 3, 5 and 24 h after IS, respectively, were associated with poor 90-day mRS outcome (mRS >= 3), while 49, 100 and 35 genes at <= 3, 5 and 24 h after IS were associated with good mRS 90-day outcome (mRS <= 2). Poor outcomes were associated with up-regulated genes or pathways such as IL-6, IL-7, IL-1, STAT3, S100A12, acute phase response, P38/MAPK, FGF, TGFA, MMP9, NF-kB, Toll-like receptor, iNOS, and PI3K/AKT. There were 94 probe sets shared for poor outcomes vs. controls at all three time-points that correlated with 90-day mRS; 13 probe sets were shared for good outcomes vs. controls at all three time-points; and 46 probe sets were shared for poor vs. good outcomes at all three time-points that correlated with 90-day mRS. Weighted Gene Co-Expression Network Analysis (WGCNA) revealed modules significantly associated with 90-day outcome for mRS and NIHSS. Poor outcome modules were enriched with up-regulated neutrophil genes and with down-regulated T cell, B cell and monocyte-specific genes; and good outcome modules were associated with erythroblasts and megakaryocytes. Finally, genes identified by genome-wide association studies (GWAS) to contain significant stroke risk loci or loci associated with stroke outcome including ATP2B, GRK5, SH3PXD2A, CENPQ, HOXC4, HDAC9, BNC2, PTPN11, PIK3CG, CDK6, and PDE4DIP were significantly differentially expressed as a function of stroke outcome in the current study.ConclusionsThis study suggests the immune response after stroke may impact functional outcomes and that some of the early post-stroke gene expression markers associated with outcome could be useful for predicting outcomes and could be targets for improving outcomes.
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页数:17
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共 58 条
  • [1] Baseline NIH Stroke Scale score strongly predicts outcome after stroke - A report of the Trial of Org 10172 in Acute Stroke Treatment (TOAST)
    Adams, HP
    Davis, PH
    Leira, EC
    Chang, KC
    Bendixen, BH
    Clarke, WR
    Woolson, RF
    Hansen, MD
    [J]. NEUROLOGY, 1999, 53 (01) : 126 - 131
  • [2] Genetic variation contributes to gene expression response in ischemic stroke: an eQTL study
    Amini, Hajar
    Shroff, Natasha
    Stamova, Boryana
    Ferino, Eva
    Carmona-Mora, Paulina
    Zhan, Xinhua
    Sitorus, Preston P.
    Hull, Heather
    Jickling, Glen C.
    Sharp, Frank R.
    Ander, Bradley P.
    [J]. ANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY, 2020, 7 (09): : 1648 - 1660
  • [3] Rare and Coding Region Genetic Variants Associated With Risk of Ischemic Stroke The NHLBI Exome Sequence Project
    Auer, Paul L.
    Nalls, Mike
    Meschia, James F.
    Worrall, Bradford B.
    Longstreth, W. T., Jr.
    Seshadri, Sudha
    Kooperberg, Charles
    Burger, Kathleen M.
    Carlson, Christopher S.
    Carty, Cara L.
    Chen, Wei-Min
    Cupples, L. Adrienne
    DeStefano, Anita L.
    Fornage, Myriam
    Hardy, John
    Hsu, Li
    Jackson, Rebecca D.
    Jarvik, Gail P.
    Kim, Daniel S.
    Lakshminarayan, Kamakshi
    Lange, Leslie A.
    Manichaikul, Ani
    Quinlan, Aaron R.
    Singleton, Andrew B.
    Thornton, Timothy A.
    Nickerson, Deborah A.
    Peters, Ulrike
    Rich, Stephen S.
    [J]. JAMA NEUROLOGY, 2015, 72 (07) : 781 - 788
  • [4] Markers of Coagulation and Fibrinolysis Predicting the Outcome of Acute Ischemic Stroke Thrombolysis Treatment: A Review of the Literature
    Bagoly, Zsuzsa
    Szegedi, Istvan
    Kalmandi, Rita
    Toth, Noemi Klara
    Csiba, Laszlo
    [J]. FRONTIERS IN NEUROLOGY, 2019, 10
  • [5] Blood/Brain Biomarkers of Inflammation After Stroke and Their Association With Outcome: From C-Reactive Protein to Damage-Associated Molecular Patterns
    Bustamante, Alejandro
    Simats, Alba
    Vilar-Bergua, Andrea
    Garcia-Berrocoso, Teresa
    Montaner, Joan
    [J]. NEUROTHERAPEUTICS, 2016, 13 (04) : 671 - 684
  • [6] Distinct peripheral blood monocyte and neutrophil transcriptional programs following intracerebral hemorrhage and different etiologies of ischemic stroke
    Carmona-Mora, Paulina
    Ander, Bradley P.
    Jickling, Glen C.
    Dykstra-Aiello, Cheryl
    Zhan, Xinhua
    Ferino, Eva
    Hamade, Farah
    Amini, Hajar
    Hull, Heather
    Sharp, Frank R.
    Stamova, Boryana
    [J]. JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2021, 41 (06) : 1398 - 1416
  • [7] New Insight Into Neutrophils: A Potential Therapeutic Target for Cerebral Ischemia
    Chen, Ran
    Zhang, Xu
    Gu, Lijuan
    Zhu, Hua
    Zhong, Yi
    Ye, Yingze
    Xiong, Xiaoxing
    Jian, Zhihong
    [J]. FRONTIERS IN IMMUNOLOGY, 2021, 12
  • [8] Molecular Mechanisms of Neuroimmune Crosstalk in the Pathogenesis of Stroke
    Choi, Yun Hwa
    Laaker, Collin
    Hsu, Martin
    Cismaru, Peter
    Sandor, Matyas
    Fabry, Zsuzsanna
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (17)
  • [9] Identification of T cell-restricted genes, and signatures for different T cell responses, using a comprehensive collection of microarray datasets
    Chtanova, T
    Newton, R
    Liu, SM
    Weininger, L
    Young, TR
    Silva, DG
    Bertoni, F
    Rinaldi, A
    Chappaz, S
    Sallusto, F
    Rolph, MS
    Mackay, CR
    [J]. JOURNAL OF IMMUNOLOGY, 2005, 175 (12) : 7837 - 7847
  • [10] Aging-associated deficit in CCR7 is linked to worsened glymphatic function, cognition, neuroinflammation, and β-amyloid pathology
    Da Mesquita, Sandro
    Herz, Jasmin
    Wall, Morgan
    Dykstra, Taitea
    de Lima, Kalil Alves
    Norris, Geoffrey T.
    Dabhi, Nisha
    Kennedy, Tatiana
    Baker, Wendy
    Kipnis, Jonathan
    [J]. SCIENCE ADVANCES, 2021, 7 (21)