Journal of neurotrauma
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Journal of neurotrauma · Jun 2021
Multicenter StudyAUTONOMIC NERVOUS SYSTEM ACTIVITY DURING REFRACTORY RISE IN INTRACRANIAL PRESSURE.
Refractory intracranial hypertension (RIH) is a dramatic increase in intracranial pressure (ICP) that cannot be controlled by treatment. Recent reports suggest that the autonomic nervous system (ANS) activity may be altered during changes in ICP. Our study aimed to assess ANS activity during RIH and the causal relationship between rising in ICP and autonomic activity. ⋯ The above results suggest that a rise in ICP interacts with ANS activity, mainly interfacing with the parasympathetic-system. The ANS seems to react to the rise in ICP with a response possibly focused on maintaining the cerebrovascular homeostasis. This happens until the critical threshold of ICP is reached above which the ANS variables collapse, probably because of low perfusion of the brain and the central autonomic network.
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Journal of neurotrauma · Jun 2021
Operation Brain Trauma Therapy (OBTT): the use of machine learning to re-assess patterns of multivariate functional recovery following fluid percussion injury.
Traumatic brain injury (TBI) is a leading cause of death and disability. Yet, despite immense research efforts, treatment options remain elusive. Translational failures in TBI are often attributed to the heterogeneity of the TBI population and limited methods to capture these individual variabilities. ⋯ In all but one of the possible pairwise combinations of minocycline, levetiracetam, erythropoietin, nicotinamide, and amantadine, the baseline was outperformed by one or more supervised classifiers, the exception being nicotinamide versus amantadine. Further, when the same methods were employed to assess different doses of the same treatment, the ML classifiers had greater difficulty in understanding which treatment each sample received. Our data serve as a critical first step toward identifying optimal treatments for specific subgroups of samples that are dependent on factors such as types and severity of traumatic injuries, as well as informing the prediction of therapeutic combinations that may lead to greater treatment effects than individual therapies.
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Journal of neurotrauma · Jun 2021
CONCUSSION ACUTELY DECREASES PLASMA GLYCEROPHOSPHOLIPIDS IN ADOLESCENT MALE ATHLETES.
Concussions are frequent in sports and can contribute to significant and long-lasting neurological disability. Adolescents are particularly susceptible to concussions, with accurate determination of the injury challenging. Our previous study demonstrated that concussion diagnoses could be aided by metabolomics profiling and machine learning, with particular weighting on changes in plasma glycerophospholipids (PCs). ⋯ Importantly, combining these four PCs produced an AUC of 0.96 for concussion diagnoses (p < 0.001; 95% confidence interval, 0.89, 1.00). Our data suggest that as few as four circulating PCs may provide excellent diagnostic potential for adolescent concussion. External validation is required in larger cohorts.
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Journal of neurotrauma · Jun 2021
Nitric oxide/cGMP signaling via guanylyl cyclase isoform 1 mediates early changes in synaptic transmission and brain edema formation after TBI.
Traumatic brain injury (TBI) often induces structural damage, disruption of the blood-brain barrier (BBB), neurodegeneration, and dysfunctions of surviving neuronal networks. Nitric oxide (NO) signaling has been suggested to affect brain functions after TBI. The NO exhibits most of its biological effects by activation of the primary targets-guanylyl cyclases (NO-GCs), which exists in two isoforms (NO-GC1 and NO-GC2), and the subsequently produced cyclic guanosine monophosphate (cGMP). ⋯ Interestingly, NO-GC1 KO mice revealed relatively less BBB rupture and a weaker brain edema formation early after TBI. Further, lack of NO-GC1 also prevented the impaired synaptic transmission and network function that were observed in TBI-treated WT mice. These data suggest that NO-GC1 signaling mediates early brain damage and the strength of ipsilateral cortical network in the early phase after TBI.