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2.
Transl Stroke Res ; 2024 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-38689162

RESUMO

The recently published DISCHARGE-1 trial supports the observations of earlier autopsy and neuroimaging studies that almost 70% of all focal brain damage after aneurysmal subarachnoid hemorrhage are anemic infarcts of the cortex, often also affecting the white matter immediately below. The infarcts are not limited by the usual vascular territories. About two-fifths of the ischemic damage occurs within ~ 48 h; the remaining three-fifths are delayed (within ~ 3 weeks). Using neuromonitoring technology in combination with longitudinal neuroimaging, the entire sequence of both early and delayed cortical infarct development after subarachnoid hemorrhage has recently been recorded in patients. Characteristically, cortical infarcts are caused by acute severe vasospastic events, so-called spreading ischemia, triggered by spontaneously occurring spreading depolarization. In locations where a spreading depolarization passes through, cerebral blood flow can drastically drop within a few seconds and remain suppressed for minutes or even hours, often followed by high-amplitude, sustained hyperemia. In spreading depolarization, neurons lead the event, and the other cells of the neurovascular unit (endothelium, vascular smooth muscle, pericytes, astrocytes, microglia, oligodendrocytes) follow. However, dysregulation in cells of all three supersystems-nervous, vascular, and immune-is very likely involved in the dysfunction of the neurovascular unit underlying spreading ischemia. It is assumed that subarachnoid blood, which lies directly on the cortex and enters the parenchyma via glymphatic channels, triggers these dysregulations. This review discusses the neuroglial, neurovascular, and neuroimmunological dysregulations in the context of spreading depolarization and spreading ischemia as critical elements in the pathogenesis of cortical infarcts after subarachnoid hemorrhage.

3.
Arterioscler Thromb Vasc Biol ; 44(3): 635-652, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-38299355

RESUMO

BACKGROUND: After subarachnoid hemorrhage (SAH), neutrophils are deleterious and contribute to poor outcomes. Neutrophils can produce neutrophil extracellular traps (NETs) after ischemic stroke. Our hypothesis was that, after SAH, neutrophils contribute to delayed cerebral ischemia (DCI) and worse outcomes via cerebrovascular occlusion by NETs. METHODS: SAH was induced via endovascular perforation, and SAH mice were given either a neutrophil-depleting antibody, a PAD4 (peptidylarginine deiminase 4) inhibitor (to prevent NETosis), DNAse-I (to degrade NETs), or a vehicle control. Mice underwent daily neurological assessment until day 7 and then euthanized for quantification of intravascular brain NETs (iNETs). Subsets of mice were used to quantify neutrophil infiltration, NETosis potential, iNETs, cerebral perfusion, and infarction. In addition, NET markers were assessed in the blood of aneurysmal SAH patients. RESULTS: In mice, SAH led to brain neutrophil infiltration within 24 hours, induced a pro-NETosis phenotype selectively in skull neutrophils, and caused a significant increase in iNETs by day 1, which persisted until at least day 7. Neutrophil depletion significantly reduced iNETs, improving cerebral perfusion, leading to less neurological deficits and less incidence of DCI (16% versus 51.9%). Similarly, PAD4 inhibition reduced iNETs, improved neurological outcome, and reduced incidence of DCI (5% versus 30%), whereas degrading NETs marginally improved outcomes. Patients with aneurysmal SAH who developed DCI had elevated markers of NETs compared with non-DCI patients. CONCLUSIONS: After SAH, skull-derived neutrophils are primed for NETosis, and there are persistent brain iNETs, which correlated with delayed deficits. The findings from this study suggest that, after SAH, neutrophils and NETosis are therapeutic targets, which can prevent vascular occlusion by NETs in the brain, thereby lessening the risk of DCI. Finally, NET markers may be biomarkers, which can predict which patients with aneurysmal SAH are at risk for developing DCI.


Assuntos
Isquemia Encefálica , Transtornos Cerebrovasculares , Armadilhas Extracelulares , Hemorragia Subaracnóidea , Humanos , Camundongos , Animais , Hemorragia Subaracnóidea/complicações , Neutrófilos/metabolismo , Isquemia Encefálica/etiologia , Isquemia Encefálica/prevenção & controle , Transtornos Cerebrovasculares/complicações
5.
Neurocrit Care ; 39(1): 172-179, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37100974

RESUMO

BACKGROUND: Delayed cerebral ischemia (DCI) continues to be a significant contributor to morbidity and mortality following aneurysmal subarachnoid hemorrhage (aSAH). Subarachnoid blood and its degradation products have been implicated in DCI, and faster blood clearance has been hypothesized to confer better outcomes. This study evaluates the relationship between blood volume and its clearance on DCI (primary outcome) and location at 30 days (secondary outcome) after aSAH. METHODS: This is a retrospective review of adult patients presenting with aSAH. Hijdra sum scores (HSS) were assessed independently for each computed tomography (CT) scan of patients with available scans on post-bleed days 0-1 and 2-10. This cohort was used to evaluate the course of subarachnoid blood clearance (group 1). A subset of patients in the first cohort with available CT scans on both post-bleed days 0-1 and post-bleed days 3-4 composed the second cohort (group 2). This group was used to evaluate the association between initial subarachnoid blood (measured via HSS post-bleed days 0-1) and its clearance (measured via percentage reduction [HSS %Reduction] and absolute reduction [HSS-Abs-Reduction] in HSS between days 0-1 and 3-4) on outcomes. Univariable and multivariable logistic regression models were used to identify outcome predictors. RESULTS: One hundred fifty-six patients were in group 1, and 72 patients were in group 2. In this cohort, HSS %Reduction was associated with decreased risk of DCI in univariate (odds ratio [OR] = 0.700 [0.527-0.923], p = 0.011) and multivariable (OR = 0.700 [0.527-0.923], p = 0.012) analyses. Higher HSS %Reduction was significantly more likely to have better outcomes at 30 days in the multivariable analysis (OR = 0.703 [0.507-0.980], p = 0.036). Initial subarachnoid blood volume was associated with outcome location at 30 days (OR = 1.331 [1.040-1.701], p = 0.023) but not DCI (OR = 0.945 [0.780-1.145], p = 0.567). CONCLUSIONS: Early blood clearance after aSAH was associated with DCI (univariable and multivariable analyses) and outcome location at 30 days (multivariable analysis). Methods facilitating subarachnoid blood clearance warrant further investigation.


Assuntos
Isquemia Encefálica , Hemorragia Subaracnóidea , Adulto , Humanos , Hemorragia Subaracnóidea/complicações , Estudos Retrospectivos , Infarto Cerebral/complicações , Isquemia Encefálica/complicações , Tomografia Computadorizada por Raios X
6.
Neurocrit Care ; 38(3): 771-780, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-36577901

RESUMO

BACKGROUND: After subarachnoid hemorrhage (SAH), early brain injury (EBI) and delayed cerebral ischemia (DCI) lead to poor outcomes. Discovery of biomarkers indicative of disease severity and predictive of DCI is important. We tested whether leucine-rich alpha-2-glycoprotein 1 (LRG1) is a marker of severity, DCI, and functional outcomes after SAH. METHODS: We performed untargeted proteomics using mass spectrometry in plasma samples collected at < 48 h of SAH in two independent discovery cohorts (n = 27 and n = 45) and identified LRG1 as a biomarker for DCI. To validate our findings, we used enzyme-linked immunosorbent assay and confirmed this finding in an internal validation cohort of plasma from 72 study participants with SAH (22 DCI and 50 non-DCI). Further, we investigated the relationship between LRG1 and markers of EBI, DCI, and poor functional outcomes (quantified by the modified Rankin Scale). We also measured cerebrospinal fluid (CSF) levels of LRG1 and investigated its relationship to EBI, DCI, and clinical outcomes. RESULTS: Untargeted proteomics revealed higher plasma LRG1 levels across EBI severity and DCI in both discovery cohorts. In the validation cohort, the levels of LRG1 were higher in the DCI group compared with the non-DCI group (mean (SD): 95 [44] vs. 72 [38] pg/ml, p < 0.05, Student's t-test) and in study participants who proceeded to have poor functional outcomes (84 [39.3] vs. 72 [43.2] pg/ml, p < 0.05). Elevated plasma LRG1 levels were also associated with markers of EBI. However, CSF levels of LRG1 were not associated with EBI severity or the occurrence of DCI. CONCLUSIONS: Plasma LRG1 is a biomarker for EBI, DCI, and functional outcomes after SAH. Further studies to elucidate the role of LRG1 in the pathophysiology of SAH are needed.


Assuntos
Lesões Encefálicas , Isquemia Encefálica , Hemorragia Subaracnóidea , Humanos , Biomarcadores , Lesões Encefálicas/complicações , Infarto Cerebral/complicações , Glicoproteínas , Leucina
8.
Int J Mol Sci ; 23(14)2022 Jul 14.
Artigo em Inglês | MEDLINE | ID: mdl-35887131

RESUMO

Brain vascular staining is very important for understanding cerebrovascular pathologies. 4% paraformaldehyde is considered the gold standard fixation technique for immunohistochemistry and it revolutionized the examination of proteins in fixed tissues. However, this fixation technique produces inconsistent immunohistochemical staining results due to antigen masking. Here, we test a new fixation protocol using 3% glyoxal and demonstrate that this method improves the staining of the brain vasculature, pericytes, and tight junction proteins compared to 4% paraformaldehyde. Use of this new fixation technique will provide more detailed information about vascular protein expressions, their distributions, and colocalizations with other proteins at the molecular level in the brain vasculature.


Assuntos
Barreira Hematoencefálica , Pericitos , Barreira Hematoencefálica/patologia , Encéfalo/irrigação sanguínea , Glioxal/metabolismo , Imuno-Histoquímica , Pericitos/metabolismo , Junções Íntimas/metabolismo
10.
Transl Stroke Res ; 13(5): 725-735, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35157256

RESUMO

Delayed cerebral ischemia (DCI) continues to be a sequela of aneurysmal subarachnoid hemorrhage (aSAH) that carries significant morbidity and mortality. Aside from nimodipine, no therapeutic agents are available to reduce the incidence of DCI. Pathophysiologic mechanisms contributing to DCI are poorly understood, but accumulating evidence over the years implicates several factors. Those have included microvessel vasoconstriction, microthrombosis, oxidative tissue damage, and cortical spreading depolarization as well as large vessel vasospasm. Common to these processes is red blood cell leakage into the cerebrospinal fluids (CSF) and subsequent lysis which releases hemoglobin, a central instigator in these events. This has led to the hypothesis that early blood removal may improve clinical outcome and reduce DCI. This paper will provide a narrative review of the evidence of hemoglobin as an instigator of DCI. It will also elaborate on available human data that discuss blood clearance and CSF drainage as a treatment of DCI. Finally, we will address a recent novel device that is currently being tested, the Neurapheresis CSF Management System™. This is an automated dual-lumen lumbar drainage system that has an option to filter CSF and return it to the patient.


Assuntos
Isquemia Encefálica , Hemorragia Subaracnóidea , Vasoespasmo Intracraniano , Isquemia Encefálica/tratamento farmacológico , Infarto Cerebral/complicações , Hemoglobinas , Humanos , Incidência , Hemorragia Subaracnóidea/complicações , Hemorragia Subaracnóidea/terapia , Vasoespasmo Intracraniano/complicações
12.
J Cereb Blood Flow Metab ; 41(11): 2820-2830, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34112003

RESUMO

Aneurysmal subarachnoid hemorrhage (aSAH) patients develop delayed cerebral ischemia and delayed deficits (DCI) within 2 weeks of aneurysm rupture at a rate of approximately 30%. DCI is a major contributor to morbidity and mortality after SAH. The cause of DCI is multi-factorial with contributions from microthrombi, blood vessel constriction, inflammation, and cortical spreading depolarizations. Platelets play central roles in hemostasis, inflammation, and vascular function. Within this review, we examine the potential roles of platelets in microthrombi formation, large artery vasospasm, microvessel constriction, inflammation, and cortical spreading depolarization. Evidence from experimental and clinical studies is provided to support the role(s) of platelets in each pathophysiology which contributes to DCI. The review concludes with a suggestion for future therapeutic targets to prevent DCI after aSAH.


Assuntos
Plaquetas/fisiologia , Infarto Cerebral/fisiopatologia , Complexo Glicoproteico GPIIb-IIIa de Plaquetas/antagonistas & inibidores , Hemorragia Subaracnóidea/fisiopatologia , Aneurisma Roto/complicações , Aneurisma Roto/epidemiologia , Animais , Infarto Cerebral/complicações , Infarto Cerebral/prevenção & controle , Constrição , Depressão Alastrante da Atividade Elétrica Cortical/fisiologia , Fatores Relaxantes Dependentes do Endotélio/farmacologia , Epoprostenol/farmacologia , Humanos , Inflamação/fisiopatologia , Trombose Intracraniana/fisiopatologia , Microvasos/fisiopatologia , Modelos Animais , Doenças do Sistema Nervoso/epidemiologia , Óxido Nítrico/farmacologia , Inibidores da Agregação Plaquetária/farmacologia , Hemorragia Subaracnóidea/epidemiologia , Hemorragia Subaracnóidea/mortalidade , Fatores de Tempo , Vasoespasmo Intracraniano/fisiopatologia
13.
Exp Neurol ; 344: 113792, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34181928

RESUMO

Subarachnoid hemorrhage (SAH) results in severe neuronal dysfunction and degeneration. Since the nicotinic acetylcholine α7 receptors (α7-AChR) are involved in neuronal function and survival, we investigated if stimulation of α7-AChR would promote neuronal survival and improve behavioral outcome following SAH in mice. Male mice subjected to SAH were treated with either galantamine (α7-AChR agonist) or vehicle. Neurobehavioral testing was performed 24 h after SAH, and mice were euthanized for analysis of neuronal cell death or a cell survival (PI3K/Akt) signaling pathway. Neuron cell cultures were subjected to hemoglobin toxicity to assess the direct effects of α7-AChR agonism independent of other cells. Treatment with the α7-AChR agonist promoted neuronal survival and improved functional outcomes 24 h post-SAH. The improved outcomes corresponded with increased PI3K/Akt activity. Antagonism of α7-AChR or PI3K effectively reversed galantamine's beneficial effects. Tissue from α7-AChR knockout mice confirmed α7-AChR's role in neuronal survival after SAH. Data from the neuronal cell culture experiment supported a direct effect of α7-AChR agonism in promoting cell survival. Our findings indicate that α7-AChR is a therapeutic target following SAH which can promote neuronal survival, thereby improving neurobehavioral outcome. Thus, the clinically relevant α7-AChR agonist, galantamine, might be a potential candidate for human use to improve outcome after SAH.


Assuntos
Galantamina/farmacologia , Neurônios/patologia , Fosfatidilinositol 3-Quinases/metabolismo , Proteínas Proto-Oncogênicas c-akt/metabolismo , Hemorragia Subaracnóidea/patologia , Receptor Nicotínico de Acetilcolina alfa7/agonistas , Animais , Apoptose/efeitos dos fármacos , Apoptose/fisiologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Neurônios/efeitos dos fármacos , Neurônios/metabolismo , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/fisiologia , Hemorragia Subaracnóidea/metabolismo
14.
Neurotherapeutics ; 18(3): 1891-1904, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33970466

RESUMO

Aneurysmal subarachnoid hemorrhage (aSAH) causes a robust inflammatory response which leads worse brain injury and poor outcomes. We investigated if stimulation of nicotinic acetylcholine α7 receptors (α7-AChR) (receptors shown to have anti-inflammatory effects) would reduce inflammation and improve outcomes. To investigate the level of peripheral inflammation after aSAH, inflammatory markers were measured in plasma samples collected in a cohort of aSAH patients. To study the effect of α7-AChR stimulation, SAH was induced in adult mice which were then treated with a α7-AChR agonist, galantamine, or vehicle. A battery of motor and cognitive tests were performed 24 h after subarachnoid hemorrhage. Mice were euthanized and tissue collected for analysis of markers of inflammation or activation of α7-AChR-mediated transduction cascades. A separate cohort of mice was allowed to survive for 28 days to assess long-term neurological deficits and histological outcome. Microglia cell culture subjected to hemoglobin toxicity was used to assess the effects of α7-AChR agonism. Analysis of eighty-two patient plasma samples confirmed enhanced systemic inflammation after aSAH. α7-AChR agonism reduced neuroinflammation at 24 h after SAH in male and female mice, which was associated with improved outcomes. This coincided with JAK2/STAT3 and IRAK-M activity modulations and a robust improvement in neurological/cognitive status that was effectively reversed by interfering with various components of these signaling pathways. Pharmacologic inhibition partially reversed the α7-AChR agonist's benefits, supporting α7-AChR as a target of the agonist's therapeutic effect. The cell culture experiment showed that α7-AChR agonism is directly beneficial to microglia. Our results demonstrate that activation of α7-AChR represents an attractive target for treatment of SAH. Our findings suggest that α7-AChR agonists, and specifically galantamine, might provide therapeutic benefit to aSAH patients.


Assuntos
Mediadores da Inflamação/metabolismo , Transdução de Sinais/fisiologia , Hemorragia Subaracnóidea/metabolismo , Receptor Nicotínico de Acetilcolina alfa7/agonistas , Receptor Nicotínico de Acetilcolina alfa7/metabolismo , Animais , Biomarcadores/sangue , Inibidores da Colinesterase/farmacologia , Inibidores da Colinesterase/uso terapêutico , Feminino , Galantamina/farmacologia , Galantamina/uso terapêutico , Humanos , Mediadores da Inflamação/antagonistas & inibidores , Masculino , Camundongos , Doenças Neuroinflamatórias/tratamento farmacológico , Doenças Neuroinflamatórias/metabolismo , Transdução de Sinais/efeitos dos fármacos , Hemorragia Subaracnóidea/tratamento farmacológico
15.
Fluids Barriers CNS ; 18(1): 17, 2021 Apr 06.
Artigo em Inglês | MEDLINE | ID: mdl-33823899

RESUMO

The vessels of the central nervous system (CNS) have unique barrier properties. The endothelial cells (ECs) which comprise the CNS vessels contribute to the barrier via strong tight junctions, specific transporters, and limited endocytosis which combine to protect the brain from toxins and maintains brain homeostasis. Blood-brain barrier (BBB) leakage is a serious secondary injury in various CNS disorders like stroke, brain tumors, and neurodegenerative disorders. Currently, there are no drugs or therapeutics available to treat specifically BBB damage after a brain injury. Growing knowledge in the field of epigenetics can enhance the understanding of gene level of the BBB and has great potential for the development of novel therapeutic strategies or targets to repair a disrupted BBB. In this brief review, we summarize the epigenetic mechanisms or regulators that have a protective or disruptive role for components of BBB, along with the promising approaches to regain the integrity of BBB.


Assuntos
Barreira Hematoencefálica/fisiopatologia , Doenças do Sistema Nervoso Central , Epigênese Genética/fisiologia , Regulação da Expressão Gênica/fisiologia , Barreira Hematoencefálica/citologia , Barreira Hematoencefálica/metabolismo , Doenças do Sistema Nervoso Central/genética , Doenças do Sistema Nervoso Central/metabolismo , Doenças do Sistema Nervoso Central/fisiopatologia , Doenças do Sistema Nervoso Central/terapia , Humanos
16.
J Neuroinflammation ; 18(1): 40, 2021 Feb 02.
Artigo em Inglês | MEDLINE | ID: mdl-33531049

RESUMO

BACKGROUND: Nucleotide-binding oligomerization domain-like receptor pyrin domain-containing protein 3 (NLRP3) plays an important role in mediating inflammatory responses during ischemic stroke. Bile acid receptor Takeda-G-protein-receptor-5 (TGR5) has been identified as an important component in regulating brain inflammatory responses. In this study, we investigated the mechanism of TGR5 in alleviating neuroinflammation after middle cerebral artery occlusion (MCAO). METHODS: Sprague-Dawley rats were subjected to MCAO and TGR5 agonist INT777 was administered intranasally 1 h after MCAO. Small interfering RNAs (siRNA) targeting TGR5 and Pellino3 were administered through intracerebroventricular injection 48 h before MCAO. Infarct volumes and neurologic scores were evaluated, and ELISA, flow cytometry, immunofluorescence staining, immunoblotting, and co-immunoprecipitation were used for the evaluations. RESULTS: Endogenous TGR5 and Pellino3 levels increased after MCAO. TGR5 activation by INT777 significantly decreased pro-inflammatory cytokine, cleaved caspase-8, and NLRP3 levels, thereby reducing brain infarctions; both short- and long-term neurobehavioral assessments showed improvements. Ischemic damage induced the interaction of TGR5 with Pellino3. Knockdown of either TGR5 or Pellino3 increased the accumulation of cleaved caspase-8 and NLRP3, aggravated cerebral impairments, and abolished the anti-inflammatory effects of INT777 after MCAO. CONCLUSIONS: TGR5 activation attenuated brain injury by inhibiting neuroinflammation after MCAO, which could be mediated by Pellino3 inhibition of caspase-8/NLRP3.


Assuntos
Caspase 8/metabolismo , Infarto da Artéria Cerebral Média/metabolismo , Mediadores da Inflamação/metabolismo , Proteína 3 que Contém Domínio de Pirina da Família NLR/metabolismo , Receptores Acoplados a Proteínas G/metabolismo , Ubiquitina-Proteína Ligases/metabolismo , Administração Intranasal , Animais , Encéfalo/efeitos dos fármacos , Encéfalo/metabolismo , Ácidos Cólicos/administração & dosagem , Infarto da Artéria Cerebral Média/prevenção & controle , Mediadores da Inflamação/antagonistas & inibidores , Injeções Intraventriculares , Masculino , Proteína 3 que Contém Domínio de Pirina da Família NLR/antagonistas & inibidores , RNA Interferente Pequeno/administração & dosagem , Ratos , Ratos Sprague-Dawley , Receptores Acoplados a Proteínas G/agonistas , Ubiquitina-Proteína Ligases/antagonistas & inibidores
17.
J Cereb Blood Flow Metab ; 41(2): 267-281, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-32151222

RESUMO

Sodium butyrate, a short-chain fatty acid, is predominantly produced by gut microbiota fermentation of dietary fiber and serves as an important neuromodulator in the central nervous system. Recent experimental evidence has suggested that sodium butyrate may be an endogenous ligand for two orphan G protein-coupled receptors, GPR41 and GP43, which regulate apoptosis and inflammation in ischemia-related pathologies, including stroke. In the present study, we evaluated the potential efficacy and mechanism of action of short-chain fatty acids in a rat model of middle cerebral artery occlusion (MCAO). Fatty acids were intranasally administered 1 h post MCAO. Short-chain fatty acids, especially sodium butyrate, reduced infarct volume and improved neurological function at 24 and 72 h after MCAO. At 24 h, the effects of MCAO, increased apoptosis, were ameliorated after treatment with sodium butyrate, which increased the expressions of GPR41, PI3K and phosphorylated Akt. To confirm these mechanistic links and characterize the GPR active subunit, PC12 cells were subjected to oxygen-glucose deprivation and reoxygenation, and pharmacological and siRNA interventions were used to reverse efficacy. Taken together, intranasal administration of sodium butyrate activated PI3K/Akt via GPR41/Gßγ and attenuated neuronal apoptosis after MCAO.


Assuntos
Ácido Butírico/metabolismo , Fosfatidilinositol 3-Quinases/metabolismo , Proteínas Proto-Oncogênicas c-akt/metabolismo , Animais , Apoptose , Infarto da Artéria Cerebral Média/patologia , Masculino , Ratos , Ratos Sprague-Dawley
18.
Am J Physiol Renal Physiol ; 320(2): F203-F211, 2021 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-33308018

RESUMO

Chronic kidney disease mineral bone disorder (CKD-MBD) is a virtually universal complication of kidney diseases, starting early in the course of disease and resulting in devastating clinical consequences ranging from bone fragility to accelerated atherosclerosis and early cardiovascular death. Guidelines for therapeutic goals for CKD-MBD have been published, and achievement of these guidelines is associated with improved survival. However, the incomplete understanding of CKD-MBD and the individual variability in the manifestations of CKD-MBD have made it difficult to achieve these guidelines. We hypothesized that the progression of MBD through all stages of CKD, including end-stage kidney disease, could be represented by a quantitative systems pharmacology/systems biology (QSP) model. To address this hypothesis, we constructed a QSP model of CKD-MBD, building on an open-source model of calcium and phosphorus metabolism. Specifically, we estimated and validated the model using data from 5,496 patients with CKD enrolled in the Chronic Renal Insufficiency Cohort study. Our model accurately predicted changes in markers of mineral metabolism related to progressing CKD. We demonstrated that the incorporation of fibroblast growth factor 23 and the soft tissue compartment is essential for accurate modeling of the changes in calcium, phosphorus, intact parathyroid hormone, and calcitriol in CKD-MBD. We conclude that our systems biology model accurately represents CKD-MBD disease progression and can be used as a test bench for improving therapeutic interventions.


Assuntos
Doenças Ósseas Metabólicas/metabolismo , Cálcio/metabolismo , Aprendizado de Máquina , Modelos Biológicos , Fosfatos/metabolismo , Insuficiência Renal Crônica/fisiopatologia , Doenças Ósseas Metabólicas/etiologia , Fator de Crescimento de Fibroblastos 23 , Fatores de Crescimento de Fibroblastos/genética , Fatores de Crescimento de Fibroblastos/metabolismo , Regulação da Expressão Gênica , Humanos , Hormônio Paratireóideo/metabolismo , Insuficiência Renal Crônica/complicações
19.
Curr Neurovasc Res ; 17(5): 652-659, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33319684

RESUMO

BACKGROUND: Haptoglobin (Hp) binds to and facilitates clearance of heme. Compared with HP 1-1 and 1-2 genotypes, HP 2-2 has a weaker binding affinity and has been linked with increased inflammation and vasospasm after aneurysmal subarachnoid hemorrhage (SAH). OBJECTIVE: This study aims to assess levels of inflammatory cytokines in the context of different HP genotypes. METHODS: Patients were enrolled among those presenting with spontaneous aneurysmal SAH. Blood was drawn at four time points; <24 hours (T1), 24-48 hours (T2), 3-5 days (T3), and 6-8 days (T4). Blood was analyzed for levels of 41 cytokines at each time point, as well as for HP genotypes. These data were analyzed using mixed-effect models to assess the association between HP genotypes and cytokine levels. The modified Rankin Scale (mRS) score was obtained at discharge, 3 months, and 6 months. RESULTS: Fifty-seven patients were enrolled. Compared with HP 1-1 and 1-2, subjects encoding HP 2-2 had elevated levels of the following cytokines at all time points: FLT3L, IFNγ, IL-17A, TGFα, and VEGF-A. Elevations were also seen at some time points for IL-8, CSF2, FGF2, IL-7, IL-12p70, and TNFα. This study was not powered to detect differences in the functional outcome; however, there were no significant differences in dichotomized mRS scores between patients with HP 1-1/1-2 or HP 2-2. CONCLUSION: Our findings indicate that HP 2-2 genotype leads to increased proinflammatory cytokine levels compared with HP 1-1/1-2 genotypes. These data may provide guidance for further studies seeking to identify testable markers for functional prognosis or targets for treatment.


Assuntos
Citocinas/sangue , Genótipo , Haptoglobinas/genética , Inflamação/genética , Hemorragia Subaracnóidea/genética , Adulto , Idoso , Biomarcadores/sangue , Feminino , Humanos , Inflamação/sangue , Inflamação/etiologia , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Retrospectivos , Hemorragia Subaracnóidea/sangue , Hemorragia Subaracnóidea/complicações
20.
J Biomed Sci ; 27(1): 71, 2020 06 03.
Artigo em Inglês | MEDLINE | ID: mdl-32487075

RESUMO

An amendment to this paper has been published and can be accessed via the original article.

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