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OBJECTIVE: The nutritional status and inflammatory responses of patients with aneurysmal subarachnoid hemorrhage (aSAH) play a vital prognostic role. We investigated the relationship between preoperative prognostic nutritional index (PNI)ãneutrophil/albumin ratio (NAR)ãplatelet/albumin ratio (PAR) and other factors and the clinical prognosis of patients who underwent clipping for aSAH and its predictive model. METHODS: The clinical data of 212 patients with aSAH who underwent neurosurgery at Nanyang Central Hospital between 2018 and 2023 were retrospectively analyzed. Based on the Glasgow Outcome Scale (GOS) score at 6 months postoperatively, the patients were categorized into two groups: poor (GOSI-III) and good (GOSIV-V) prognosis groups. Multivariate logistic regression analysis was performed to determine the predictive value of preoperative PNIãNARãPARãhyperlipidemia and Glasgow Coma Scale (GCS) for prognosis. Furthermore, nomograms and prognostic prediction models were constructed. Receiver operating characteristic curves and area under the curve (AUC) were utilized to determine the predictive values. RESULTS: Multivariate logistic regression analysis revealed that PNI (OR = 1.250, 95%CI 1.060 ~ 1.475, P = 0.008), NAR (OR = 0.000, 95%CI 0.000 ~ 0.004, P = 0.000), PAR(OR = 0.515, 95%CI 0.283 ~ 0.937, P = 0.030), hyperlipidemia (OR = 4.627, 95%CI 1.166 ~ 18.367, P = 0.029), and GCS(OR = 1.446, 95%CI 1.041 ~ 2.008, P = 0.028) are independent risk factors for poor postoperative prognosis. The total score of the nomogram was 200, and the AUC value was 0.972. CONCLUSIONS: PNI and NAR can reflect the nutritional status and inflammatory responses of patients.They are significantly associated with the postoperative prognosis of patients with aSAH. Comprehensively analyzing PNI and NAR combined with other clinical indicators can more effectively guide treatment and help predict prognosis.
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Nomogramas , Hemorragia Subaracnoidea , Humanos , Masculino , Hemorragia Subaracnoidea/cirugía , Hemorragia Subaracnoidea/diagnóstico , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/complicaciones , Femenino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Adulto , Anciano , Evaluación Nutricional , Escala de Consecuencias de Glasgow , Estado Nutricional , Periodo Preoperatorio , Valor Predictivo de las Pruebas , NeutrófilosRESUMEN
Background: The prevalence of intracranial aneurysms (IAs) and incidence of aneurysmal subarachnoid haemorrhage (aSAH) is higher in women than in men. Although several cardiometabolic and lifestyle factors have been related to the risk of IAs or aSAH, it is unclear whether there are sex differences in causal relationships of these risk factors. Aims: The aim of this study was to determine sex differences in causal relationships between cardiometabolic and lifestyle factors and risk of aSAH and IA. Methods: We conducted a sex-specific two-sample Mendelian randomisation study using summary-level data from genome-wide association studies. We analysed low-density lipoprotein cholesterol, high-density lipoprotein cholesterol [HDL-C], triglycerides, non-HDL-C, total cholesterol, fasting glucose, systolic and diastolic blood pressure, smoking initiation, and alcohol use as exposures, and aSAH and IA (i.e., aSAH and unruptured IA combined) as outcomes. Results: We found statistically significant sex differences in the relationship between genetically proxied non-HDL-C and aSAH risk, with odds ratios (ORs) of 0.72 (95% confidence interval 0.58, 0.88) in women and 1.01 (0.77, 1.31) in men (P-value for sex difference 0.044). Moreover, genetic liability to smoking initiation was related to a statistically significantly higher risk of aSAH in men compared to women (P-value for sex difference 0.007) with ORs of 3.81 (1.93, 7.52) and 1.12 (0.63, 1.99), respectively, and to a statistically significantly higher IA risk in men compared to women (P-value for sex difference 0.036) with ORs of 3.58 (2.04, 6.27) and 1.61 (0.98, 2.64), respectively. In addition, higher genetically proxied systolic and diastolic blood pressure were related to a higher risk of aSAH and IA in both women and men. Conclusions: Higher genetically proxied non-HDL-C was related to a lower risk of aSAH in women compared to men. Moreover, genetic liability to smoking initiation was associated with a higher risk for aSAH and IA in men compared to women. These findings may help improve understanding of sex differences in the development of aSAH and IA.
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Estudio de Asociación del Genoma Completo , Aneurisma Intracraneal , Análisis de la Aleatorización Mendeliana , Hemorragia Subaracnoidea , Humanos , Hemorragia Subaracnoidea/epidemiología , Hemorragia Subaracnoidea/genética , Hemorragia Subaracnoidea/sangre , Femenino , Masculino , Aneurisma Intracraneal/genética , Aneurisma Intracraneal/epidemiología , Factores Sexuales , Medición de Riesgo , Factores de Riesgo , Incidencia , Predisposición Genética a la Enfermedad , Disparidades en el Estado de Salud , PrevalenciaRESUMEN
Pathophysiological processes following aneurysmal subarachnoid hemorrhage (aSAH) include upregulated underlying systemic inflammation, which is reflected by changes in different peripheral blood cells and their sub-populations. As inflammation is a crucial process that contributes to post-aSAH complications and clincal outcome, blood cell numbers and ratios in systemic circulation may predict the outcome and provide rapid and easy to quantify point of care biomarkers for these critically ill patients. To identify blood-derived cellular inflammatory parameters which allow a precise prediction of patient outcome after aSAH. In this single-center retrospective study, 19 whole blood-derived cellular inflammatory markers and clinical and demographic parameters for 101 aSAH patients were recorded within 24 h after aSAH. Clinical outcome was quantified with modified Rankin scale (mRS) on discharge. Proportional odds logistic regression (POLR) was used to model the patient outcome as the function of clinical parameters and inflammatory markers. The results were validated on a separate hold-out dataset (220 patients). The on-admission platelet count, mean platelet volume (MPV) and mean platelet volume to platelet ratio (MPR) were found to be significant and predictive of patient outcome on discharge. Mean platelet volume (MPV) and mean platelet volume to platelet ratio (MPR) predicted clinical outcome and may serve as easy to quantify point of care biomarker. The findings are potentially relevant for the management of aSAH.
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Biomarcadores , Plaquetas , Hemorragia Subaracnoidea , Humanos , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/diagnóstico , Masculino , Femenino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Biomarcadores/sangre , Recuento de Plaquetas , Plaquetas/metabolismo , Plaquetas/patología , Anciano , Adulto , Volúmen Plaquetario MedioRESUMEN
OBJECTIVE: White blood cells (WBC) play an important role in the inflammatory response of the body. Elevated WBC counts on admission in patients with subarachnoid hemorrhage (SAH) correlate with a poor prognosis. However, the role of longitudinal WBC trajectories based on repeated WBC measurements during hospitalization remains unclear. We explored the association between different WBC trajectory patterns and in-hospital mortality. METHODS: We analyzed a cohort of consecutive patients with SAH between 2012 and 2020. Group-based trajectory modeling (GBTM) was used to group the patients according to their white blood cell patterns over the first 4 days. Stabilized inverse probability treatment weighting (sIPTW) was used to balance baseline demographic and clinical characteristics. We analyzed the association between the WBC trajectory groups and in-hospital mortality using a Cox proportional hazards model. RESULTS: In total, 506 patients with SAH were included in this retrospective cohort. The final model identified two distinct longitudinal WBC trajectories. After adjusting for confounding factors, multivariate regression analysis suggested that an elevated longitudinal WBC trajectory increased the risk of in-hospital mortality (hazard ratio [HR], 2.476; 95% confidence interval [CI] 1.081-5.227; P = 0.024) before sIPTW, and (HR, 2.472; 95%CI 1.489-4.977; P = 0.018) after sIPTW. CONCLUSION: In patients with SAH, different clinically relevant groups could be identified using WBC trajectory analysis. The WBC count trajectory-initially elevated and then decreased- may lead to an increased risk of in-hospital mortality following SAH.
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Mortalidad Hospitalaria , Hemorragia Subaracnoidea , Humanos , Hemorragia Subaracnoidea/mortalidad , Hemorragia Subaracnoidea/sangre , Masculino , Femenino , Persona de Mediana Edad , Anciano , Recuento de Leucocitos , Estudios Retrospectivos , Inflamación , Adulto , Pronóstico , Estudios de CohortesRESUMEN
BACKGROUND: Delayed cerebral ischemia (DCI) is a common and serious complication of subarachnoid hemorrhage (SAH). Its pathogenesis is not fully understood. Here, we developed a predictive model based on peripheral blood biomarkers and validated the model using several bioinformatic multi-analysis methods. METHODS: Six datasets were obtained from the GEO database. Characteristic genes were screened using weighted correlation network analysis (WGCNA) and differentially expressed genes. Three machine learning algorithms, elastic networks-LASSO, support vector machines (SVM-RFE) and random forests (RF), were also used to construct diagnostic prediction models for key genes. To further evaluate the performance and predictive value of the diagnostic models, nomogram model were constructed, and the clinical value of the models was assessed using Decision Curve Analysis (DCA), Area Under the Check Curve (AUC), Clinical Impact Curve (CIC), and validated in the mouse single-cell RNA-seq dataset. Mendelian randomization(MR) analysis explored the causal relationship between SAH and stroke, and the intermediate influencing factors. We validated this by retrospectively analyzing the qPCR levels of the most relevant genes in SAH and SAH-DCI patients. This experiment demonstrated a statistically significant difference between SAH and SAH-DCI and normal group controls. Finally, potential small molecule compounds interacting with the selected features were screened from the Comparative Toxicogenomics Database (CTD). RESULTS: The fGSEA results showed that activation of Toll-like receptor signaling and leukocyte transendothelial cell migration pathways were positively correlated with the DCI phenotype, whereas cytokine signaling pathways and natural killer cell-mediated cytotoxicity were negatively correlated. Consensus feature selection of DEG genes using WGCNA and three machine learning algorithms resulted in the identification of six genes (SPOCK2, TRRAP, CIB1, BCL11B, PDZD8 and LAT), which were used to predict DCI diagnosis with high accuracy. Three external datasets and the mouse single-cell dataset showed high accuracy of the diagnostic model, in addition to high performance and predictive value of the diagnostic model in DCA and CIC. MR analysis looked at stroke after SAH independent of SAH, but associated with multiple intermediate factors including Hypertensive diseases, Total triglycerides levels in medium HDL and Platelet count. qPCR confirmed that significant differences in DCI signature genes were observed between the SAH and SAH-DCI groups. Finally, valproic acid became a potential therapeutic agent for DCI based on the results of target prediction and molecular docking of the characterized genes. CONCLUSION: This diagnostic model can identify SAH patients at high risk for DCI and may provide potential mechanisms and therapeutic targets for DCI. Valproic acid may be an important future drug for the treatment of DCI.
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Biomarcadores , Isquemia Encefálica , Ácido Valproico , Humanos , Animales , Isquemia Encefálica/tratamiento farmacológico , Isquemia Encefálica/genética , Isquemia Encefálica/sangre , Isquemia Encefálica/inmunología , Ácido Valproico/uso terapéutico , Ratones , Biomarcadores/sangre , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/inmunología , Hemorragia Subaracnoidea/genética , Hemorragia Subaracnoidea/tratamiento farmacológico , Biología Computacional , Bases de Datos Genéticas , Aprendizaje AutomáticoRESUMEN
We aimed to investigate the characteristics of serum metabolomics in aneurysmal subarachnoid hemorrhage patients (aSAH) with different 3-month outcomes (good = modified Rankin score: 0-3 vs. poor = mRS 4-6). We collected serum samples from 46 aSAH patients at 24 (D1) and 168 (D7) hours after injury for analysis by liquid chromatography-mass spectrometry. Ninety-six different metabolites were identified. Groups were compared using multivariate (orthogonal partial least squares discriminant analysis), univariate, and receiving operator characteristic (ROC) methods. We observed a marked decrease in serum homocysteine levels at the late phase (D7) compared to the early phase (D1). At both D1 and D7, mannose and sorbose levels were notably higher, alongside elevated levels of kynurenine (D1) and increased 2-hydroxybutyrate, methyl-galactoside, creatine, xanthosine, p-hydroxyphenylacetate, N-acetylalanine, and N-acetylmethionine (all D7) in the poor outcome group. Conversely, levels of guanidinoacetate (D7) and several amino acids (both D1 and D7) were significantly lower in patients with poor outcomes. Our results indicate significant changes in energy metabolism, shifting towards ketosis and alternative energy sources, both in the early and late phases, even with adequate enteral nutrition, particularly in patients with poor outcomes. The early activation of the kynurenine pathway may also play a role in this process.
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Metaboloma , Metabolómica , Hemorragia Subaracnoidea , Humanos , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/metabolismo , Masculino , Femenino , Persona de Mediana Edad , Metabolómica/métodos , Anciano , Adulto , Homocisteína/sangre , Quinurenina/sangre , Quinurenina/análogos & derivados , Biomarcadores/sangre , Pronóstico , HidroxibutiratosRESUMEN
The aim of this study was to investigate the plasma proteome in individuals with intracranial aneurysms (IAs) and identify biomarkers associated with the formation and rupture of IAs. Proteomic profiles (N = 1069 proteins) were assayed in plasma (N = 120) collected from patients with ruptured and unruptured intracranial aneurysms (RIA and UIA), traumatic subarachnoid hemorrhage (tSAH), and healthy controls (HC) using tandem mass tag (TMT) labeling quantitative proteomics analysis. Gene ontology (GO) and pathway analysis revealed that these relevant proteins were involved in immune response and extracellular matrix organization pathways. Seven candidate biomarkers were verified by ELISA in a completely separate cohort for validation (N = 90). Among them, FN1, PON1, and SERPINA1 can be utilized as diagnosis biomarkers of IA, with a combined area under the ROC curve of 0.891. The sensitivity was 93.33%, specificity was 75.86%, and accuracy was 87.64%. PFN1, ApoA-1, and SERPINA1 can serve as independent risk factors for predicting aneurysm rupture. The combined prediction of aneurysm rupture yielded an area under the ROC curve of 0.954 with a sensitivity of 96.15%, specificity of 81.48%, and accuracy of 88.68%. This prediction model was more effective than PHASES score. In conclusion, high-throughput proteomics analysis with population validation was performed to assess blood-based protein expression characteristics. This revealed the potential mechanism of IA formation and rupture, facilitating the discovery of biomarkers. SIGNIFICANCE: Although the annual rupture rate of small unruptured aneurysms is believed to be minimal, studies have indicated that ruptured aneurysms typically have an average size of 6.28 mm, with 71.8% of them being <7 mm in diameter. Hence, evaluating the possibility of rupture in UIA and making a choice between aggressive treatment and conservative observation emerges as a significant challenge in the management of UIA. No biomarker or scoring system has been able to satisfactorily address this issue to date. It would be significant to develop biomarkers that could be used for early diagnosis of IA as well as for prediction of IA rupture. After TMT proteomics analysis and ELISA validation in independent populations, we found that FN1, PON1, and SERPINA1 can be utilized as diagnostic biomarkers for IA, and PFN1, ApoA-1, and SERPINA1 can serve as independent risk factors for predicting aneurysm rupture. Especially, when combined with ApoA-1, SERPINA1, and PFN1 for predicting IA rupture, the area under the curve (AUC) was 0.954 with a sensitivity of 96.15%, specificity of 81.48%, and accuracy of 88.68%. This prediction model was more effective than PHASES score.
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Aneurisma Roto , Biomarcadores , Aneurisma Intracraneal , Proteómica , Humanos , Aneurisma Intracraneal/sangre , Aneurisma Intracraneal/diagnóstico , Biomarcadores/sangre , Aneurisma Roto/sangre , Aneurisma Roto/diagnóstico , Masculino , Femenino , Proteómica/métodos , Persona de Mediana Edad , Adulto , Anciano , alfa 1-Antitripsina/sangre , Proteoma/análisis , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/diagnósticoRESUMEN
BACKGROUND: Spontaneous non-traumatic subarachnoid hemorrhage (sSAH) is a severe brain vascular accident. Glial fibrillary acidic protein (GFAP) and ubiquitin carboxy-terminal hydrolase L1 (UCH-L1) can be theoretically assayed to predict a patient's progression, picturing different aspects of clinical failure after sSAH. The study aims to: a) explore the correlation between sSAH blood volume and biomarkers variation; b) evaluate if these can be predictive of the neurogenic response after sSAH and be prognostic of patient outcome; c) establish eventual threshold levels of biomarkers to define patients' clinical outcome. METHODS: Blood volumetry at CT scan upon admission, GFAP and UCH-L1 were collected at 24 h, at 72 h, and after 7 days from hemorrhage. Trends and cut-off serum sampling were determined. Clinical outcome was assessed with mRS scale at 14 days. RESULTS: A strong correlation between GFAP and UCH-L1 and blood diffusion volume in all explored serum intervals related to unfavorable outcome. GFAP and UCH-L1 were very early predictors of unfavorable outcomes at 24 h from sSAH (p = 0.002 and 0.011 respectively). Threshold levels of UCH-L1 apparently revealed a very early, early and late predictor of unfavorable outcomes. CONCLUSION: GFAP and UCH-L1 represent a potential tool for prompt monitoring and customization of therapies in neurosurgical patients.
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Biomarcadores , Proteína Ácida Fibrilar de la Glía , Hemorragia Subaracnoidea , Ubiquitina Tiolesterasa , Humanos , Ubiquitina Tiolesterasa/sangre , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/diagnóstico por imagen , Hemorragia Subaracnoidea/complicaciones , Proteína Ácida Fibrilar de la Glía/sangre , Femenino , Masculino , Persona de Mediana Edad , Biomarcadores/sangre , Pronóstico , Anciano , Adulto , Índice de Severidad de la EnfermedadRESUMEN
BACKGROUND: There is a paucity of conclusive evidence regarding the impact of downward drift in hematocrit levels among patients who have undergone surgical clipping for aneurysmal subarachnoid hemorrhage (aSAH). This study endeavors to explore the potential association between hematocrit drift and mortality in this specific patient population. METHODS: A cohort study was conducted, encompassing adult patients diagnosed with aSAH at a university hospital. The primary endpoint was follow-up mortality. Propensity score matching was employed to align patients based on their baseline characteristics. Discrimination capacity across various models was assessed and compared using net reclassification improvement (NRI). RESULTS: Among the 671 patients with aSAH in the study period, 118 patients (17.6%) experienced an in-hospital hematocrit drift of more than 25%. Following adjustment with multivariate regression analysis, patients with elevated hematocrit drift demonstrated significantly increased odds of mortality (aOR: 2.12, 95% CI: 1.14 to 3.97; P = 0.019). Matching analysis yielded similar results (aOR: 2.07, 95% CI: 1.05 to 4.10; P = 0.036). The inclusion of hematocrit drift significantly improved the NRI (P < 0.0001) for mortality prediction. When in-hospital hematocrit drift was served as a continuous variable, each 10% increase in hematocrit drift corresponded to an adjusted odds ratio of 1.31 (95% CI 1.08-1.61; P = 0.008) for mortality. CONCLUSIONS: In conclusion, the findings from this comprehensive cohort study indicate that a downward hematocrit drift exceeding 25% independently predicts mortality in surgical patients with aSAH. These findings underscore the significance of monitoring hematocrit and managing anemia in this patient population.
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Hemorragia Subaracnoidea , Humanos , Hemorragia Subaracnoidea/cirugía , Hemorragia Subaracnoidea/mortalidad , Hemorragia Subaracnoidea/sangre , Hematócrito , Femenino , Masculino , Persona de Mediana Edad , Adulto , Anciano , Estudios de Cohortes , Resultado del Tratamiento , Procedimientos Neuroquirúrgicos/métodos , Estudios RetrospectivosRESUMEN
Several hematologic traits have been suggested to potentially contribute to the formation and rupture of intracranial aneurysms (IA). The purpose of this study is to explore the causal association between hematologic traits and the risk of IA. To explore the causal association between hematologic traits and the risk of IA, we employed two-sample Mendelian randomization (MR) analysis. Two independent summary-level GWAS data were used for preliminary and replicated MR analyses. The inverse variance weighted (IVW) method was employed as the primary method in the MR analyses. The stabilities of the results were further confirmed by a meta-analysis. In the preliminary MR analysis, hematocrit, hemoglobin concentration (p = 0.0047), basophil count (p = 0.0219) had a suggestive inverse causal relationship with the risk of aneurysm-associated subarachnoid hemorrhage (aSAH). The monocyte percentage of white cells (p = 0.00956) was suggestively positively causally correlated with the risk of aSAH. In the replicated MR analysis, only the monocyte percentage of white cells (p = 0.00297) remained consistent with the MR results in the preliminary analysis. The hematocrit, hemoglobin concentration, and basophil count no longer showed significant causal relationship (p > 0.05). Meta-analysis results further confirmed that only the MR result of monocyte percentage of white cells reached significance in the random effect model and fixed effect model. None of the 25 hematologic traits was causally associated with the risk of unruptured intracranial aneurysms (uIA). This study revealed a suggestive positive association between the monocyte percentage of white cells and the risk of aSAH. This finding contributes to a better understanding that monocytes/macrophages could participate in the risk of aSAH.
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Estudio de Asociación del Genoma Completo , Aneurisma Intracraneal , Análisis de la Aleatorización Mendeliana , Hemorragia Subaracnoidea , Humanos , Hemorragia Subaracnoidea/genética , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/complicaciones , Aneurisma Intracraneal/genética , Aneurisma Intracraneal/complicaciones , Aneurisma Intracraneal/sangre , Predisposición Genética a la Enfermedad , Hematócrito , Polimorfismo de Nucleótido Simple , Factores de Riesgo , Hemoglobinas/metabolismoRESUMEN
OBJECTIVE: Serum C-reactive protein (CRP), as a reflection of early brain injury at onset, is a prognostic factor in aneurysmal subarachnoid hemorrhage (aSAH). However, in some severe cases, patients exhibit a good prognosis despite their elevated serum CRP level. Therefore, we examined the relationship between serum CRP transitions in the acute phase of aSAH and the prognosis. METHODS: We recruited 63 patients with aSAH and retrospectively analyzed the relationships between the serum CRP transitions during the acute phase and the prognosis, patient background, and clinical course. RESULTS: Serum CRP values on days 1, 3, and 14 were significantly lower in the good prognosis group than those in the poor prognosis group. Moreover, serum CRP values on days 1 and 14 significantly affected the prognosis in the multiple regression analysis. CONCLUSIONS: A low serum CRP value on day 14, in addition to that on day 1 as reported previously, is associated with a good prognosis of aSAH. Furthermore, a good prognosis of aSAH is determined not only by absence of early brain injury at onset but also by appropriate management to obtain a low serum CRP value on day 14.
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Proteína C-Reactiva , Hemorragia Subaracnoidea , Humanos , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/diagnóstico , Proteína C-Reactiva/metabolismo , Proteína C-Reactiva/análisis , Masculino , Femenino , Persona de Mediana Edad , Pronóstico , Anciano , Estudios Retrospectivos , Biomarcadores/sangre , Adulto , Factores de TiempoRESUMEN
Absent in melanoma 2 (AIM2) is implicated in neuroinflammation. Here, we explored the prognostic significance of serum AIM2 in human aneurysmal subarachnoid hemorrhage (aSAH). We conducted a consecutive enrollment of 127 patients, 56 of whom agreed with blood-drawings not only at admission but also at days 1, 2, 3, 5, 7 and 10 days after aSAH. Serum AIM2 levels of patients and 56 healthy controls were measured. Disease severity was assessed using the modified Fisher scale (mFisher) and World Federation of Neurological Surgeons Scale (WFNS). Neurological outcome at poststroke 90 days was evaluated via the modified Rankin Scale (mRS). Univariate analysis and multivariate analysis were sequentially done to ascertain relationship between serum AIM2 levels, severity, delayed cerebral ischemia (DCI) and 90-day poor prognosis (mRS scores of 3-6). Patients, in comparison to controls, had a significant elevation of serum AIM2 levels at admission and at days 1, 2, 3, 5, 7 and 10 days after aSAH, with the highest levels at days 1, 2, 3 and 5. AIM2 levels were independently correlated with WFNS scores and mFisher scores. Significantly higher serum AIM2 levels were detected in patients with a poor prognosis than in those with a good prognosis, as well as in patients with DCI than in those without DCI. Moreover, serum AIM2 levels independently predicted a poor prognosis and DCI, and were linearly correlated with their risks. Using subgroup analysis, there were no significant interactions between serum AIM2 levels and age, gender, hypertension and so on. There were substantially high predictive abilities of serum AIM2 for poor prognosis and DCI under the receiver operating characteristic curve. The combination models of DCI and poor prognosis, in which serum AIM2, WFNS scores and mFisher scores were incorporated, showed higher discriminatory efficiencies than anyone of the preceding three variables. Moreover, the models are delineated using the nomogram, and performed well under the calibration curve and decision curve. Serum AIM2 levels, with a substantial enhancement during early phase after aSAH, are closely related to bleeding severity, poor 90-day prognosis and DCI of patients, substantializing serum AIM2 as a potential prognostic biomarker of aSAH.
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Proteínas de Unión al ADN , Hemorragia Subaracnoidea , Humanos , Masculino , Femenino , Persona de Mediana Edad , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/diagnóstico , Hemorragia Subaracnoidea/mortalidad , Pronóstico , Estudios Prospectivos , Proteínas de Unión al ADN/sangre , Anciano , Adulto , Biomarcadores/sangre , Estudios de Casos y Controles , Estudios Longitudinales , Índice de Severidad de la Enfermedad , Isquemia Encefálica/sangreRESUMEN
BACKGROUND AND PURPOSE: The causal association between inflammatory cytokines and the development of intracranial aneurysm (IA), unruptured IA (uIA) and subarachnoid hemorrhage (SAH) lacks clarity. METHODS: The summary-level datasets for inflammatory cytokines were extracted from a genome-wide association study of the Finnish Cardiovascular Risk in Young Adults Study and the FINRISK survey. The summary statistics datasets related to IA, uIA and SAH were obtained from the genome-wide association study meta-analysis of the International Stroke Genetics Consortium and FinnGen Consortium. The primary method employed for analysis was inverse variance weighting (false discovery rate), supplemented by sensitivity analyses to address pleiotropy and enhance robustness. RESULTS: In the International Stroke Genetics Consortium, 10, six and eight inflammatory cytokines exhibited a causal association with IA, uIA and SAH, respectively (false discovery rate, p < 0.05). In FinnGen datasets, macrophage Inflammatory Protein-1 Alpha (MIP_1A), MIP_1A and interferon γ-induced protein 10 (IP_10) were verified for IA, uIA and SAH, respectively. In the reverse Mendelian randomization analysis, the common cytokines altered by uIA and SAH were vascular endothelial growth factor (VEGF), MIP_1A, IL_9, IL_10 and IL_17, respectively. The meta-analysis results show that MIP_1A and IP_10 could be associated with the decreased risk of IA, and MIP_1A and IP_10 were associated with the decreased risk of uIA and SAH, respectively. Notably, the levels of VEGF, MIP_1A, IL_9, IL_10 and TNF_A were increased with uIA. Comprehensive heterogeneity and pleiotropy analyses confirmed the robustness of these results. CONCLUSION: Our study unveils a bidirectional association between inflammatory cytokines and IA, uIA and SAH. Further investigations are essential to validate their relationship and elucidate the underlying mechanisms.
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Citocinas , Estudio de Asociación del Genoma Completo , Aneurisma Intracraneal , Hemorragia Subaracnoidea , Humanos , Aneurisma Intracraneal/sangre , Aneurisma Intracraneal/genética , Aneurisma Intracraneal/epidemiología , Aneurisma Intracraneal/complicaciones , Citocinas/sangre , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/genética , Hemorragia Subaracnoidea/epidemiología , Análisis de la Aleatorización Mendeliana , Adulto , Masculino , FemeninoRESUMEN
OBJECTIVE: The triglyceride glucose (TyG) index is regarded as a reliable alternative indicator for measuring insulin resistance. We investigated the association between the prognosis of patients with subarachnoid hemorrhage (SAH)and the TyG index, explored the potential of the TyG index as a new biomarker for forecasting the outcomes of SAH patients, and explored independent risk factors for predicting the condition of SAH patients. METHODS: A retrospective analysis was performed of patients who were admitted to a single center due to SAH. Differences in clinical data and correlation between laboratory indexes, disease severity score on admission, and prognosis score were compared between the 2 groups. The study employed multivariate logistic regression analysis to examine the independent influencing aspects of Glasgow Outcome Scale score. The receiver operating characteristic curve was drawn and the area under the curve (AUC) calculated to predict the best cutoff value of the degree of neurological impairment in patients with SAH. RESULTS: Univariate analysis showed that Glasgow Coma Scale score (86.3% vs. 12.0%, P < 0.001), Hunt-Hess grade (88.2% vs. 15.7%, P < 0.001), white blood cell count (11.20 [7.9, 15.2] vs. 9.1 [7.0, 12.2], P = 0.027), and TyG index (1.49 [1.40, 1.59] vs. 1.16 [1.06, 1.27], P < 0.001) were statistically significantly different. Multivariate analysis showed that TyG index, Hunt-Hess grade, and GCS score were independent risk factors for poor prognosis. CONCLUSIONS: Patients with SAH may benefit from using the TyG index as a predictive method. In our clinical practice, the TyG index is beneficial for managing diseases and making decisions. More research is required to determine if improved TyG index control would lead to better clinical results in the future.
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Glucemia , Hemorragia Subaracnoidea , Triglicéridos , Humanos , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/diagnóstico , Masculino , Femenino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Triglicéridos/sangre , Glucemia/análisis , Glucemia/metabolismo , Anciano , Adulto , Biomarcadores/sangre , Escala de Coma de Glasgow , Factores de RiesgoRESUMEN
Aneurysmal subarachnoid hemorrhage (SAH) has increased with the aging of the population, but the outcome for elderly SAH patients is very poor. Therefore, predicting the outcome is important for determining whether to pursue aggressive treatment. Pigment epithelium-derived factor (PEDF) is a matricellular protein that is induced in the brain, and the plasma levels could be used as a biomarker for the severity of metabolic diseases. This study investigated whether acute-phase plasma PEDF levels could predict outcomes after aneurysmal SAH in the elderly. Plasma samples and clinical variables were collected over 1-3 days, post-SAH, from 56 consecutive elderly SAH patients ≥75 years of age registered in nine regional stroke centers in Japan between September 2013 and December 2016. The samples and variables were analyzed in terms of 3-month outcomes. Acute-phase plasma PEDF levels were significantly elevated in patients with ultimately poor outcomes, and the cutoff value of 12.6 µg/mL differentiated 3-month outcomes with high sensitivity (75.6%) and specificity (80.0%). Acute-phase plasma PEDF levels of ≥12.6 µg/mL were an independent and possibly better predictor of poor outcome than previously reported clinical variables. Acute-phase plasma PEDF levels may serve as the first biomarker to predict 3-month outcomes and to select elderly SAH patients who should be actively treated.
Asunto(s)
Serpinas , Hemorragia Subaracnoidea , Anciano , Humanos , Biomarcadores , Proteínas del Ojo , Factores de Crecimiento Nervioso , Serpinas/sangre , Serpinas/química , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/diagnóstico , Resultado del TratamientoRESUMEN
OBJECTIVES: Early fibrinolysis disorder exists in aneurysmal subarachnoid hemorrhage (aSAH). We aimed to investigate the association of markers of early fibrinolysis disorder with poor 90-day prognosis in patients with aSAH. MATERIALS AND METHODS: A total of 693 consecutive aSAH patients from April 2020 to December 2022 were selected from the Long-term Prognosis of Emergency Aneurysmal Subarachnoid Hemorrhage (LongTEAM) trial. Poor 90-day prognosis was defined as a modified Rankin Scale 3-6 at 90 days after discharge. D-dimer (DD) and Fibrin degradation product (FDP) levels on admission were used to assess fibrinolysis disorder and patients were classified according to their quartiles. Multivariable logistic regression analysis was used to determine the association. RESULTS: Of 693 patients included, 131 (18.9%) had poor 90-day prognosis. Patients in the highest quartile of DD and FDP levels had higher risk of poor 90-day prognosis than those in the first quartile (DD: adjusted odds ratio [aOR]=2.22, 95% confidence interval [CI], 1.13-4.36, p = 0.021; FDP: aOR=2.87, 95% CI, 1.48-5.58, p = 0.002), after adjusting for potential risk factors. Meanwhile, a linear dose-response relationship between DD and FDP and poor 90-day prognosis was found. Subgroup analysis showed that DD and FDP were consistently associated with poor 90-day prognosis across subgroups, and no intergroup interaction was found. Interestingly, the associations of DD and FDP with poor 90-day prognosis were more significant in low-grade aSAH patients. CONCLUSIONS: Elevated markers of early fibrinolysis disorder, including DD and FDP on admission, were associated with poor 90-day prognosis in aSAH patients.
Asunto(s)
Biomarcadores , Productos de Degradación de Fibrina-Fibrinógeno , Fibrinólisis , Valor Predictivo de las Pruebas , Hemorragia Subaracnoidea , Humanos , Hemorragia Subaracnoidea/diagnóstico , Hemorragia Subaracnoidea/sangre , Hemorragia Subaracnoidea/mortalidad , Hemorragia Subaracnoidea/terapia , Masculino , Femenino , Persona de Mediana Edad , Biomarcadores/sangre , Pronóstico , Productos de Degradación de Fibrina-Fibrinógeno/análisis , Productos de Degradación de Fibrina-Fibrinógeno/metabolismo , Estudios Prospectivos , Factores de Tiempo , Factores de Riesgo , Anciano , Medición de Riesgo , Adulto , Regulación hacia Arriba , Evaluación de la DiscapacidadRESUMEN
La hemorragia subaracnoidea aneurismática (HSAa) aguda es una enfermedad que afecta a todas las edades, pero fundamentalmente a mujeres jóvenes en torno a los 50 años. Su impacto individual, familiar y sanitario continúa siendo aún inaceptablemente elevado. Esto se debe, en parte, al conocimiento parcial de los mecanismos injuriantes y reparadores que se desencadenan una vez que el aneurisma se rompe y la sangre arterial se vuelca al espacio subaracnoideo y/o ventricular. La respuesta inmune locorregional y sistémica tiene, potencialmente, un rol protagónico como uno de los principales mecanismos en juego desde los primeros minutos (injuria precoz). Su posible rol como puente o enlace hacia la injuria diferida (vasoespasmo-isquemia) también ha sido postulado. La respuesta innata ha recibido mayor atención (investigación) a la fecha. Sin embargo, la respuesta inmune adquirida también ha captado el interés neurocientífico en los últimos años. No menos importante es la interacción neuro-sistémica que caracteriza a esta enfermedad como una entidad clínica con un impacto multiorgánico precoz. En la presente tesis exploramos tanto la respuesta inmune innata como adquirida. Hicimos énfasis en aquellos efectores celulares más importantes y lo complementamos con el análisis de las citoquinas relacionadas y aquellas variables clínicas de interés tales como severidad del sangrado, vasoespasmo, mortalidad y con la técnica seleccionada para el tratamiento del saco aneurismático. Los resultados encontrados son originales, en algunos casos, mientras que otros corroboran hechos ya conocidos, típicos de la enfermedad. Entre los mismos destacamos que la muestra de pacientes enrolados padeció una HSAa aguda grave tanto desde el punto de vista clínico (pobre grado clínico) como tomográfico (abundante sangre volcada al espacio subaracnoideo). En estas condiciones, observamos una hiperleucocitosis con un aumento de los neutrófilos con un mayor estado de activación, particularmente a nivel del LCR. Concomitantemente aumentaron los monocitos totales y sus subpoblaciones a nivel de la sangre periférica. Por otra parte, tanto las células dendríticas como Natural Killers disminuyeron a nivel de la sangre periférica. Particularmente interesante e intrigante resultó ser la objetivación del predominio en LCR de la subpoblación NK CD56brigth CD16-. Con respecto al análisis de los linfocitos y subpoblaciones, observamos un descenso relativo de los mismos a nivel de la sangre periférica, pero no a nivel del LCR. Sin duda alguna, entre los hallazgos originales más atractivos desde un punto de vista patogénico, se encuentran los referentes a las variaciones de las subpoblaciones de células T CD4+ y CD8+ y su mayor estado de activación tanto a nivel de la sangre periférica como del LCR. Pero, además, detectamos un disbalance proinflamatorio del eje Th17/Treg (aumento del cociente) tanto a nivel de la sangre periférica como del LCR. Concomitantemente, la IL-17A aumentó en ambos compartimentos y su incremento a nivel de la sangre periférica en la etapa precoz se asoció al desarrollo ulterior de vasoespasmo y mayor mortalidad. Las restantes citoquinas analizadas (IL-2, IL-4, IL-6, IL-10, TNFα, INFγ) también se incrementaron significativamente tanto a nivel de la sangre periférica como del LCR, pero su incremento no se asoció estadísticamente con ninguna de las variables clínicas de interés mencionadas. Con respecto al posible impacto de la estrategia terapéutica seleccionada para el tratamiento del saco aneurismático sobre la respuesta inmune precoz y diferida, encontramos resultados potencialmente opuestos en las subpoblaciones Th1/Th2 a nivel del LCR, pero sin una asociación estadísticamente significativa con el perfil de citoquinas secretadas a dicho nivel. En suma, hemos demostrado, al igual que diversos investigadores alrededor del mundo, que la respuesta inmune innata tiene un papel protagónico en esta patología. Además, con el estudio del estado de activación hemos jerarquizado el rol de la respuesta inmune adaptativa CD4+ y CD8+. Postulamos al disbalance proinflamatorio del eje Th17/Treg como un potencial jugador patogénico clave y proponemos a la IL-17A como un prometedor biomarcador precoz de mayor morbimortalidad. Sin duda alguna, nuevas estrategias de investigación, experimental y clínica, podrán eventualmente, confirmar nuestros alentadores resultados preliminares comentados
Asunto(s)
Humanos , Hemorragia Subaracnoidea/inmunología , Hemorragia Subaracnoidea/líquido cefalorraquídeo , Hemorragia Subaracnoidea/sangre , Citocinas , Citometría de FlujoRESUMEN
PURPOSE: To evaluate the relationship between C reactive protein levels and clinical and radiological parameters with delayed ischemic neurological deficits and outcome after aneurysmal subarachnoid hemorrhage. METHODS: One hundred adult patients with aneurismal SAH were prospectively evaluated. Besides the baseline characteristics, daily C-reactive protein levels were prospectively measured until day 10 after subarachnoid hemorrhage. The primary end point was outcome assessed by Glasgow Outcome Scale, the secondary was the occurrence of delayed ischemic neurological deficits (DINDs). RESULTS: A progressive increase in the CRP levels from the admission to 3rd postictal day was observed, followed by a slow decrease until the 9th day. Hemodynamic changes in TCD were associated with higher serum CRP levels. Patients with lower GCS scores presented with increased CRP levels. Patients with higher Hunt and Hess grades on admission developed significantly higher CRP serum levels. Patients with higher admission Fisher grades showed increased levels of CRP. A statistically significant inverse correlation was established in our series between CRP serum levels and GOS on discharge and CRP levels. CONCLUSIONS: Higher C-reactive protein serum levels are associated with worse clinical outcome and the occurrence of delayed ischemic neurological deficits. Because C-reactive protein levels were significantly elevated in the early phase, they might be a useful parameter to monitor. .
Asunto(s)
Adolescente , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Adulto Joven , Proteína C-Reactiva/análisis , Hemorragia Subaracnoidea/sangre , Vasoespasmo Intracraneal/sangre , Biomarcadores/sangre , Escala de Consecuencias de Glasgow , Hemodinámica , Modelos Logísticos , Valor Predictivo de las Pruebas , Estudios Prospectivos , Factores de Riesgo , Hemorragia Subaracnoidea/complicaciones , Factores de Tiempo , Ultrasonografía Doppler Transcraneal , Vasoespasmo Intracraneal/etiologíaRESUMEN
OBJECTIVES: Our aim was to evaluate the relationship between serum C-reactive protein (CRP) levels and the neurological prognosis and development of vasospasm in patients with aneurysmal subarachnoid hemorrhage (aSAH). METHODS: Eighty-two adult patients with aSAH diagnoses were prospectively evaluated. Glasgow Coma Scale (GCS) score, Hunt and Hess grade, Fisher grade, cranial CT scans, digital subtraction angiography studies and daily neurological examinations were recorded. Serial serum CRP measurements were obtained daily between admission and the tenth day. Glasgow Outcome Scale (GOS) and the modified Rankin Scale (mRS) were used to assess the prognosis. RESULTS: Serum CRP levels were related to severity of aSAH. Patients with lower GCS scores and higher Hunt and Hess and Fisher grades presented statistically significant higher serum CRP levels. Patients with higher serum CRP levels had a less favorable prognosis. CONCLUSIONS: Increased serum CRP levels were strongly associated with worse clinical prognosis in this study.
OBJETIVOS: Nosso propósito foi avaliar a relação entre os níveis séricos de proteína C-reativa (PCR), o prognóstico neurológico e o desenvolvimento de vasoespasmo em pacientes com hemorragia subaracnóidea aneurismática (HSAa). MÉTODOS: Foram avaliados prospectivamente 82 pacientes adultos com diagnóstico de HSAa. Foram anotados em prontuário: a escala de coma de Glasgow (ECG), a escala de Hunt-Hess, a escala de Fisher, TC de crânio, angiografia cerebral e o exame neurológico diário. Foi determinada diariamente a PCR sérica, da admissão ao décimo dia. Foi utilizadas a escala de resultados de Glasgow e a escala de Rankin modificada (mRS) para avaliar o prognóstico. RESULTADOS: Os níveis séricos de PCR estavam relacionados à severidade da HSAa. Pacientes com EGC baixos e altos graus pelas escalas de Hunt-Hess e Fisher tiveram níveis de PCR séricos estatisticamente elevados. Pacientes com altos níveis de PCR séricos tiveram prognóstico menos favorável. CONCLUSÕES: Aumentos dos níveis séricos da PCR foram fortemente associados com pior prognóstico clínico neste estudo.