Dataset Information

Small RNA signatures of acute ischemic stroke in L1CAM positive extracellular vesicles

ABSTRACT: L1CAM-positive extracellular vesicles (L1EV) are an emerging biomarker that may better reflect ongoing neuronal damage than other blood-based biomarkers. The physiological roles and regulation of L1EVs and their small RNA cargoes following stroke is unknown. We sought to characterize L1EV small RNAs following stroke and assess L1EV RNA signatures for diagnosing stroke using weighted gene co-expression network analysis and random forest (RF) machine learning algorithms. Interestingly, small RNA sequencing of plasma L1EVs from patients with stroke and control patients (n = 28) identified micro(mi)RNAs known to be enriched in the brain. Weighted gene co-expression network analysis (WGCNA) revealed small RNA transcript modules correlated to diagnosis, initial NIH stroke scale, and age. L1EV-derived RNA signatures associated with the diagnosis of AIS were derived from WGCNA and RF classification. These small RNA signatures demonstrated a high degree of accuracy in the diagnosis of AIS with an area under the curve (AUC) of the signatures ranging from 0.833- 0.932. Further work is necessary to understand the role of small RNA L1EV cargoes in the response to brain injury, however, this study supports the utility of L1EV small RNA signatures as a biomarker of stroke.

ORGANISM(S): Homo sapiens

PROVIDER: GSE269195 | GEO | 2024/06/28

REPOSITORIES: GEO

ACCESS DATA

Similar Datasets

Project description:Prenatal alcohol exposure (PAE) is linked to elevated risk for systemic adult-onset diseases like hypertension, impaired glucose and immune regulation, and in animal models, to impaired recovery from acute onset diseases like cerebrovascular ischemic stroke. Recent evidence suggests that the gastrointestinal system rapidly becomes dysbiotic following cerebrovascular stroke, resulting in systemic inflammation. We hypothesized that a history of PAE would modify the systemic effects of stroke, and transduce exposure-dependent transcriptomic changes in downstream sentinel tissues of the enteric portal circulation that have previously been linked to biobehavioral outcomes in rodent PAE models. Pregnant Sprague Dawley rats were exposed to repeated episodes of vaporized ethanol or room air from gestational day 8 to 19. At 5 months, progeny from each treatment condition were subjected to unilateral endothelin-1 induced occlusion of the middle cerebral artery and outcomes evaluated after 2 days while other progeny stayed stroke-naïve. Stroke induced disabilities were assessed by behavioral assays (adhesive removal, Vibrissae evoked fore-limb placement, circling) and infarct size. The mesenteric adipose tissue and liver transcriptomes were assessed by sequencing, from age-matched stroke-exposed and stroke-naïve offspring. In stroke-naïve animals, pathway analysis identified rRNA processing as downregulated and citric acid cycle as upregulated in mesenteric adipose. Weighted gene correlation network analysis (WGCNA) identified, in the liver of stoke-naïve animals, a moderate but significant correlation between PAE status and necroptosis, a proinflammatory form of programmed cell death (Pearson’s r=0.554, p<0.05). Two days after a stroke, PAE rats exhibited worse neurological scores compared to controls (p<0.05). WGCNA after stroke identified an adipose gene network associated with B cell differentiation and NF-kappa B signaling as moderately correlated with post-stroke neurological function (Pearson's r=0.52, p=0.05). Post-stroke WGCNA also identified a liver proinflammatory gene network strongly correlated with post-stroke neurological function (Pearson's r=-0.63, p<0.01). PAE persistently alters the transcriptome of afferent tissue targets of enteric circulation in adult rat offspring. Moreover, PAE-linked enteric inflammation is correlated to worse outcomes following cerebrovascular ischemic stroke in adulthood. Enteric disturbances may mediate adverse brain health outcomes due to PAE in adulthood.

Dataset Information

Small RNA signatures of acute ischemic stroke in L1CAM positive extracellular vesicles

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure