Gene/Protein
Disease
Symptom
Drug
Enzyme
Compound
Pivot Concepts:
Gene/Protein
Disease
Symptom
Drug
Enzyme
Compound
Target Concepts:
Gene/Protein
Disease
Symptom
Drug
Enzyme
Compound
Query: UMLS:C0038454 (
stroke
)
147,016
document(s) hit in 31,850,051 MEDLINE articles (0.00 seconds)
Stroke
remains a leading cause of death and disability worldwide. Despite continuous advances, the identification of key molecular signatures in the hyper-acute phase of ischemic
stroke
is still a primary interest for translational research on
stroke
diagnosis, prognosis, and treatment. Data integration from high-throughput -
omics
techniques has become crucial to unraveling key interactions among different molecular elements in complex biological contexts, such as ischemic
stroke
. Thus, we used advanced data integration methods for a multi-level joint analysis of transcriptomics and proteomics data sets obtained from mouse brains at 2 h after cerebral ischemia. By modeling net-like correlation structures, we identified an integrated network of genes and proteins that are differentially expressed at a very early stage after
stroke
. We validated 10 of these deregulated elements in acute
stroke
, and changes in their expression pattern over time after cerebral ischemia were described. Of these,
CLDN20
, GADD45G, RGS2, BAG5, and CTNND2 were next evaluated as blood biomarkers of cerebral ischemia in mice and human blood samples, which were obtained from
stroke
patients and patients presenting
stroke
-mimicking conditions. Our findings indicate that CTNND2 levels in blood might potentially be useful for distinguishing ischemic strokes from
stroke
-mimicking conditions in the hyper-acute phase of the disease. Furthermore, circulating GADD45G content within the first 6 h after
stroke
could also play a key role in predicting poor outcomes in
stroke
patients. For the first time, we have used an integrative biostatistical approach to elucidate key molecules in the initial stages of
stroke
pathophysiology and highlight new notable molecules that might be further considered as blood biomarkers of ischemic
stroke
.
...
PMID:A Mouse Brain-based Multi-omics Integrative Approach Reveals Potential Blood Biomarkers for Ischemic Stroke. 3286 72