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1.
Artigo em Inglês | MEDLINE | ID: mdl-36825211

RESUMO

Background: An imbalanced gut microbial community, or dysbiosis, has been shown to occur following stroke. It is possible that this dysbiosis negatively impacts stroke recovery and rehabilitation. Species level resolution measurements of the gut microbiome following stroke are needed to develop and test precision interventions such as probiotic or fecal microbiota transplant therapies that target the gut microbiome. Previous studies have used 16S rRNA amplicon sequencing in young male mice to obtain broad profiling of the gut microbiome at the genus level following stroke, but further investigations will be needed with whole genome shotgun sequencing in aged rats of both sexes to obtain species level resolution in a model which will better translate to the demographics of human stroke patients. Methods: Thirty-nine aged male and female rats underwent middle cerebral artery occlusion. Fecal samples were collected before stroke and 3 days post stroke to measure gut microbiome. Machine learning was used to identify the top ranked bacteria which were changed following stroke. MRI imaging was used to obtain infarct and edema size and cerebral blood flow (CBF). ELISA was used to obtain inflammatory markers. Results: Dysbiosis was demonstrated by an increase in pathogenic bacteria such as Butyricimonas virosa (15.52 fold change, p < 0.0001), Bacteroides vulgatus (7.36 fold change, p < 0.0001), and Escherichia coli (47.67 fold change, p < 0.0001). These bacteria were positively associated with infarct and edema size and with the inflammatory markers Ccl19, Ccl24, IL17a, IL3, and complement C5; they were negatively correlated with CBF. Conversely, beneficial bacteria such as Ruminococcus flavefaciens (0.14 fold change, p < 0.0001), Akkermansia muciniphila (0.78 fold change, p < 0.0001), and Lactobacillus murinus (0.40 fold change, p < 0.0001) were decreased following stroke and associated with all the previous parameters in the opposite direction of the pathogenic species. There were not significant microbiome differences between the sexes. Conclusion: The species level resolution measurements found here can be used as a foundation to develop and test precision interventions targeting the gut microbiome following stroke. Probiotics that include Ruminococcus flavefaciens, Akkermansia muciniphila, and Lactobacillus murinus should be developed to target the deficit following stroke to measure the impact on stroke severity.

2.
J Neurosci Res ; 98(1): 179-190, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-30942522

RESUMO

BACKGROUND: Early changes in acid/base and electrolyte concentrations could provide insights into the development of neuropathology at the onset of stroke. We evaluated associations between acid/base and electrolyte concentrations, and outcomes in permanent middle cerebral artery occlusion (pMCAO) model. METHODS: 18-month-old male and female Sprague-Dawley rats underwent pMCAO. Pre-, post- (7 min after occlusion), and at 72 hr of pMCAO venous blood samples provided pH, carbon dioxide, oxygen, glucose, hematocrit, hemoglobin, and electrolyte values of ionized calcium, potassium, and sodium. Multiple linear regression determined predictors of infarct and edema volumes from these values, Kaplan-Meier curve analyzed morality between males and females at 72 hr, and a Cox regression model was used to determine predictors for mortality. RESULTS: Analysis indicated significant differences in acid/base balance and electrolyte levels in aged rats not dependent on sex between the three time points in the pMCAO model. Changes in pH (from pre- to post and post- to 72 hr) and changes in sodium and ionized calcium (from post- to 72 hr) were predictors of infarct volume and edema volume, respectively. Cox Regression revealed there is a 3.25 times increased risk for mortality based on changes in bicarbonate (pre- to post-MCAO). CONCLUSIONS: These early venous blood changes in acid/base balance and electrolytes can be used to predict stroke outcomes in our rat model of stroke. This study provides potential biomarkers to be examined in the human condition that could provide profound prognostic tools for stroke patients.


Assuntos
Equilíbrio Ácido-Base/fisiologia , Encéfalo/metabolismo , Infarto da Artéria Cerebral Média/metabolismo , Equilíbrio Hidroeletrolítico/fisiologia , Animais , Encéfalo/patologia , Modelos Animais de Doenças , Feminino , Infarto da Artéria Cerebral Média/patologia , Masculino , Ratos , Ratos Sprague-Dawley
3.
Exp Neurol ; 323: 113078, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31697942

RESUMO

INTRODUCTION: Ischemic stroke is the one of the most severe and debilitating diseases, and despite animal models, there is much to learn about the neuropathology in humans in a way that could inform the development of therapies. We have developed a protocol to collect and evaluate arterial blood immediately distal and proximal from the removed intracranial thrombus during mechanical thrombectomy. These samples provide a unique resource in evaluating acute changes in acid/base and electrolyte concentrations at the time of ischemic stroke. The purpose of this study was to compare acid/base and electrolytes obtained proximal and distal to the occluded intracranial thrombi between male and female acute ischemic stroke subjects at the time of thrombectomy; and to determine whether arterial blood gas values predict outcomes in male and female subjects. METHODS: We analyzed the first 49 subjects (age = 67 ±â€¯15.0, 21 males) in the BACTRAC registry. We compared arterial blood gas of blood distal versus proximal to the thrombus during thrombectomy which provided acid/base levels (pH, pCO2, pO2, BD, HCO3-) and electrolyte values (iCa2+, K+, and Na+). Comparisons were evaluated by one-way repeated measures ANOVA (p < .05). Moderated multiple regression with an interaction term of sex determined predictors of infarct volume, edema volume, and infarct time. RESULTS: In general, distal intracranial luminal blood sample showed a compensated metabolic acidosis with an elevated oxygen concentration in both blood samples. Analysis indicated several significant differences in the proximal blood samples between sexes (pH, pCO2, and K+). Bicarbonate and base deficit were predictors of infarct time specifically in female subjects. DISCUSSION AND CONCLUSION: Acid/base and electrolyte response to ischemic conditions differ between men and women, and these early changes could be used to predict local acid/base changes and how they develop differently in men and women during ischemia. These findings provide a novel insight into the pathology of large vessel stroke in humans, particularly potential variations based on sex.


Assuntos
Acidose/sangue , Gasometria , Eletrólitos/sangue , Caracteres Sexuais , Acidente Vascular Cerebral/sangue , Ácidos/sangue , Idoso , Feminino , Humanos , Concentração de Íons de Hidrogênio , Masculino , Pessoa de Meia-Idade , Acidente Vascular Cerebral/cirurgia , Trombectomia
4.
Front Neurol ; 10: 1391, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-32010048

RESUMO

Introduction: Ischemic stroke remains one of the most debilitating diseases and is the fifth leading cause of death in the US. The ability to predict stroke outcomes within the acute period of stroke would be essential for care planning and rehabilitation. The Blood and Clot Thrombectomy Registry and Collaboration (BACTRAC; clinicaltrials.gov NCT03153683) study collects arterial blood immediately distal and proximal to the intracranial thrombus at the time of mechanical thrombectomy. These blood samples are an innovative resource in evaluating acute gene expression changes at the time of ischemic stroke. The purpose of this study was to identify inflammatory genes and important immune factors during mechanical thrombectomy for emergent large vessel occlusion (ELVO) and which patient demographics were predictors for stroke outcomes (infarct and/or edema volume) in acute ischemic stroke patients. Methods: The BACTRAC study is a non-probability sampling of male and female subjects (≥18 year old) treated with mechanical thrombectomy for ELVO. We evaluated 28 subjects (66 ± 15.48 years) relative concentrations of mRNA for gene expression in 84 inflammatory molecules in arterial blood distal and proximal to the intracranial thrombus who underwent thrombectomy. We used the machine learning method, Random Forest to predict which inflammatory genes and patient demographics were important features for infarct and edema volumes. To validate the overlapping genes with outcomes, we perform ordinary least squares regression analysis. Results: Machine learning analyses demonstrated that the genes and subject factors CCR4, IFNA2, IL-9, CXCL3, Age, T2DM, IL-7, CCL4, BMI, IL-5, CCR3, TNFα, and IL-27 predicted infarct volume. The genes and subject factor IFNA2, IL-5, CCL11, IL-17C, CCR4, IL-9, IL-7, CCR3, IL-27, T2DM, and CSF2 predicted edema volume. The overlap of genes CCR4, IFNA2, IL-9, IL-7, IL-5, CCR3, and IL-27 with T2DM predicted both infarct and edema volumes. These genes relate to a microenvironment for chemoattraction and proliferation of autoimmune cells, particularly Th2 cells and neutrophils. Conclusions: Machine learning algorithms can be employed to develop prognostic predictive biomarkers for stroke outcomes in ischemic stroke patients, particularly in regard to identifying acute gene expression changes that occur during stroke.

5.
J Cereb Blood Flow Metab ; 37(11): 3531-3543, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-28429604

RESUMO

Large vessel ischemic stroke represents the most disabling subtype. While t-PA and endovascular thrombectomy can recanalize the occluded vessel, good clinical outcomes are not uniformly achieved. We propose that supplementing endovascular thrombectomy with superselective intra-arterial (IA) verapamil immediately following recanalization could be safe and effective. Verapamil, a calcium channel blocker, has been shown to be an effective IA adjunct in a pre-clinical mouse focal ischemia model. To demonstrate translational efficacy, mechanism, feasibility, and safety, we conducted a group of translational experiments. We performed in vivo IA dose-response evaluation in our animal stroke model with C57/Bl6 mice. We evaluated neuroprotective mechanism through in vitro primary cortical neuron (PCN) cultures. Finally, we performed a Phase I trial, SAVER-I, to evaluate feasibility and safety of administration in the human condition. IA verapamil has a likely plateau or inverted-U dose-response with a defined toxicity level in mice (LD50 16-17.5 mg/kg). Verapamil significantly prevented PCN death and deleterious ischemic effects. Finally, the SAVER-I clinical trial showed no evidence that IA verapamil increased the risk of intracranial hemorrhage or other adverse effect/procedural complication in human subjects. We conclude that superselective IA verapamil administration immediately following thrombectomy is safe and feasible, and has direct, dose-response-related benefits in ischemia.


Assuntos
Antiarrítmicos/administração & dosagem , Antiarrítmicos/uso terapêutico , Fármacos Neuroprotetores/administração & dosagem , Fármacos Neuroprotetores/uso terapêutico , Acidente Vascular Cerebral/prevenção & controle , Trombectomia/efeitos adversos , Verapamil/administração & dosagem , Verapamil/uso terapêutico , Adulto , Idoso , Idoso de 80 Anos ou mais , Animais , Antiarrítmicos/efeitos adversos , Isquemia Encefálica/tratamento farmacológico , Isquemia Encefálica/patologia , Morte Celular/efeitos dos fármacos , Células Cultivadas , Relação Dose-Resposta a Droga , Feminino , Humanos , Hipóxia Encefálica/tratamento farmacológico , Injeções Intra-Arteriais , Masculino , Camundongos Endogâmicos C57BL , Pessoa de Meia-Idade , Neuritos/efeitos dos fármacos , Fármacos Neuroprotetores/efeitos adversos , Cultura Primária de Células , Acidente Vascular Cerebral/patologia , Resultado do Tratamento , Verapamil/efeitos adversos
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