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Early peripheral blood gene expression associated with good and poor 90-day ischemic stroke outcomes
by
Carmona-Mora, Paulina
, Ander, Bradley P.
, Stamova, Boryana
, Rodriguez, Fernando
, Hull, Heather
, Amini, Hajar
, Bushnell, Cheryl
, Knepp, Bodie
, Jickling, Glen C.
, Sharp, Frank R.
in
1-Phosphatidylinositol 3-kinase
/ Age
/ AKT protein
/ Analysis
/ Biomarkers
/ Biomedical and Life Sciences
/ Biomedicine
/ Blood
/ Brain Ischemia - complications
/ Diabetes
/ Erythroblasts
/ Fibroblast growth factors
/ Gelatinase B
/ Gene Expression
/ Genetic aspects
/ Genome-wide association studies
/ Genome-Wide Association Study
/ Genomes
/ Genomics
/ Humans
/ Hyperlipidemia
/ Hypertension
/ Immune response
/ Immunology
/ Interleukin 1
/ Interleukin 6
/ Interleukin 7
/ Ischemia
/ Ischemic stroke
/ Ischemic Stroke - complications
/ Leukocytes (neutrophilic)
/ Lymphocytes T
/ MAP kinase
/ Megakaryocytes
/ Monocytes
/ Neurobiology
/ Neurology
/ Neurosciences
/ NF-κB protein
/ Nitric-oxide synthase
/ Ontology
/ Outcomes
/ Peripheral blood
/ Phosphatidylinositol 3-Kinases
/ Prevention
/ Risk factors
/ Stat3 protein
/ Stroke
/ Stroke (Disease)
/ Stroke - complications
/ Toll-like receptors
/ Transcriptome
/ Transcriptomes
/ Treatment Outcome
/ Variables
/ WGCNA
2023
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Early peripheral blood gene expression associated with good and poor 90-day ischemic stroke outcomes
by
Carmona-Mora, Paulina
, Ander, Bradley P.
, Stamova, Boryana
, Rodriguez, Fernando
, Hull, Heather
, Amini, Hajar
, Bushnell, Cheryl
, Knepp, Bodie
, Jickling, Glen C.
, Sharp, Frank R.
in
1-Phosphatidylinositol 3-kinase
/ Age
/ AKT protein
/ Analysis
/ Biomarkers
/ Biomedical and Life Sciences
/ Biomedicine
/ Blood
/ Brain Ischemia - complications
/ Diabetes
/ Erythroblasts
/ Fibroblast growth factors
/ Gelatinase B
/ Gene Expression
/ Genetic aspects
/ Genome-wide association studies
/ Genome-Wide Association Study
/ Genomes
/ Genomics
/ Humans
/ Hyperlipidemia
/ Hypertension
/ Immune response
/ Immunology
/ Interleukin 1
/ Interleukin 6
/ Interleukin 7
/ Ischemia
/ Ischemic stroke
/ Ischemic Stroke - complications
/ Leukocytes (neutrophilic)
/ Lymphocytes T
/ MAP kinase
/ Megakaryocytes
/ Monocytes
/ Neurobiology
/ Neurology
/ Neurosciences
/ NF-κB protein
/ Nitric-oxide synthase
/ Ontology
/ Outcomes
/ Peripheral blood
/ Phosphatidylinositol 3-Kinases
/ Prevention
/ Risk factors
/ Stat3 protein
/ Stroke
/ Stroke (Disease)
/ Stroke - complications
/ Toll-like receptors
/ Transcriptome
/ Transcriptomes
/ Treatment Outcome
/ Variables
/ WGCNA
2023
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Early peripheral blood gene expression associated with good and poor 90-day ischemic stroke outcomes
by
Carmona-Mora, Paulina
, Ander, Bradley P.
, Stamova, Boryana
, Rodriguez, Fernando
, Hull, Heather
, Amini, Hajar
, Bushnell, Cheryl
, Knepp, Bodie
, Jickling, Glen C.
, Sharp, Frank R.
in
1-Phosphatidylinositol 3-kinase
/ Age
/ AKT protein
/ Analysis
/ Biomarkers
/ Biomedical and Life Sciences
/ Biomedicine
/ Blood
/ Brain Ischemia - complications
/ Diabetes
/ Erythroblasts
/ Fibroblast growth factors
/ Gelatinase B
/ Gene Expression
/ Genetic aspects
/ Genome-wide association studies
/ Genome-Wide Association Study
/ Genomes
/ Genomics
/ Humans
/ Hyperlipidemia
/ Hypertension
/ Immune response
/ Immunology
/ Interleukin 1
/ Interleukin 6
/ Interleukin 7
/ Ischemia
/ Ischemic stroke
/ Ischemic Stroke - complications
/ Leukocytes (neutrophilic)
/ Lymphocytes T
/ MAP kinase
/ Megakaryocytes
/ Monocytes
/ Neurobiology
/ Neurology
/ Neurosciences
/ NF-κB protein
/ Nitric-oxide synthase
/ Ontology
/ Outcomes
/ Peripheral blood
/ Phosphatidylinositol 3-Kinases
/ Prevention
/ Risk factors
/ Stat3 protein
/ Stroke
/ Stroke (Disease)
/ Stroke - complications
/ Toll-like receptors
/ Transcriptome
/ Transcriptomes
/ Treatment Outcome
/ Variables
/ WGCNA
2023
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Early peripheral blood gene expression associated with good and poor 90-day ischemic stroke outcomes
Journal Article
Early peripheral blood gene expression associated with good and poor 90-day ischemic stroke outcomes
2023
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Overview
Background
This study identified early immune gene responses in peripheral blood associated with 90-day ischemic stroke (IS) outcomes.
Methods
Peripheral 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).
Results
The 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.
Conclusions
This 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.
Publisher
BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
Subject
1-Phosphatidylinositol 3-kinase
/ Age
/ Analysis
/ Biomedical and Life Sciences
/ Blood
/ Brain Ischemia - complications
/ Diabetes
/ Genome-wide association studies
/ Genome-Wide Association Study
/ Genomes
/ Genomics
/ Humans
/ Ischemia
/ Ischemic Stroke - complications
/ Ontology
/ Outcomes
/ Phosphatidylinositol 3-Kinases
/ Stroke
/ WGCNA
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