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INTRODUCTION: While incident ischemic lesions (IILs) are not unusual on follow-up magnetic resonance imaging (MRI) following stroke, their risk factors and prognostic significance remain unknown. METHODS: In a prospective multicenter study of 503 acute stroke patients, we assessed IILs on registered MRI images at baseline and 6 months, analyzing risk factors and clinical outcomes across 36 months. RESULTS: At 6 months, 78 patients (15.5%) had IILs, mostly diffusion-weighted imaging-positive (72%) and clinically covert (91%). Older age and small vessel disease (SVD) lesions were baseline risk factors for IILs. IILs were associated with worse cognitive (beta for global cognition: -0.31, 95% confidence interval [CI]: -0.48 to -0.14) and functional outcomes (beta for modified Rankin scale [mRS]: 0.36, 95% CI: 0.14 to 0.58), and higher recurrent stroke risk (hazard ratio: 3.81, 95% CI: 1.35 to 10.69). IILs partially explained the relationship between SVD and poor cognition. DISCUSSION: IILs are common and are associated with worse cognitive and functional outcomes and stroke recurrence risk. Assessing IILs following stroke might aid prognostication. HIGHLIGHTS: Incident ischemic lesions (IILs) were assessed with registered baseline and 6-month magnetic resonance imaging (MRI) scans in a stroke cohort. IILs 6 months after stroke are present in one-sixth of patients and are mostly clinically silent. Small vessel disease burden is the main baseline risk factor for IILs. IILs are associated with cognitive and functional impairment and stroke recurrence. Assessing IILs by follow-up MRI aids long-term prognostication for stroke patients.
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INTRODUCTION: It remains unknown whether the global small vessel disease (SVD) burden predicts post-stroke outcomes. METHODS: In a prospective multicenter study of 666 ischemic and hemorrhagic stroke patients, we quantified magnetic resonance imaging (MRI)-based SVD markers (lacunes, white matter hyperintensities, microbleeds, perivascular spaces) and explored associations with 6- and 12-month cognitive (battery of 15 neuropsychological tests) and functional (modified Rankin scale) outcomes. RESULTS: A global SVD score (range 0-4) was associated with cognitive impairment; worse performance in executive function, attention, language, and visuospatial ability; and worse functional outcome across a 12-month follow-up. Although the global SVD score did not improve prediction, individual SVD markers, assessed across their severity range, improved the calibration, discrimination, and reclassification of predictive models including demographic, clinical, and other imaging factors. DISCUSSION: SVD presence and severity are associated with worse cognitive and functional outcomes 12 months after stroke. Assessing SVD severity may aid prognostication for stroke patients. HIGHLIGHTS: In a multi-center cohort, we explored associations of small vessel disease (SVD) burden with stroke outcomes. SVD burden associates with post-stroke cognitive and functional outcomes. A currently used score of SVD burden does not improve the prediction of poor outcomes. Assessing the severity of SVD lesions adds predictive value beyond known predictors. To add predictive value in assessing SVD in stroke patients, SVD burden scores should integrate lesion severity.
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Enfermedades de los Pequeños Vasos Cerebrales , Disfunción Cognitiva , Accidente Cerebrovascular , Humanos , Estudios Prospectivos , Accidente Cerebrovascular/complicaciones , Accidente Cerebrovascular/patología , Enfermedades de los Pequeños Vasos Cerebrales/patología , Disfunción Cognitiva/complicaciones , Imagen por Resonancia Magnética , CogniciónRESUMEN
INTRODUCTION: Treatment of patients with acute large vessel occlusion (LVO) stroke is highly time dependent. MRI and CT are both used as primary neuroimaging modalities in these patients, which may be associated with differences in workflow times of endovascular therapy (ET), thus potentially affecting clinical outcome. We here aimed to compare workflow times and clinical outcome in a large cohort of patients initially examined by MRI or CT. METHODS: We analyzed patients who underwent ET between 2015 and 2019 and were enrolled into the prospective multicenter German Stroke Registry-Endovascular Therapy (GSR-ET). Patients who had an MRI prior to ET were compared to patients with a pretreatment CT regarding baseline data, in-hospital workflow times, and clinical outcome. RESULTS: Three hundred seventy out of 4,638 patients were examined with an initial MRI (8.0%). Compared to patients with an initial CT, MRI patients had a longer median time from hospital admission to imaging acquisition (23 vs. 14 min). All consecutive workflow times did not significantly differ between both groups after adjustment for confounders. Moreover, the clinical outcome did not differ between MRI and CT patients after adjustment for confounders. CONCLUSION: In LVO stroke patients undergoing ET, pretreatment imaging with MRI instead of CT leads to a delay of imaging acquisition after hospital admission without having a measurable impact on consecutive workflow steps and clinical outcome.
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Isquemia Encefálica , Procedimientos Endovasculares , Accidente Cerebrovascular Isquémico , Accidente Cerebrovascular , Isquemia Encefálica/terapia , Procedimientos Endovasculares/efectos adversos , Procedimientos Endovasculares/métodos , Humanos , Imagen por Resonancia Magnética/métodos , Estudios Prospectivos , Accidente Cerebrovascular/diagnóstico por imagen , Accidente Cerebrovascular/etiología , Accidente Cerebrovascular/terapia , Trombectomía/métodos , Tomografía Computarizada por Rayos X , Resultado del Tratamiento , Flujo de TrabajoRESUMEN
Background and Purpose: Fever is a common observation after ischemic or hemorrhagic stroke and is associated with a worse clinical outcome. Infections, stroke severity, preexisting medical conditions, insertion of catheters, and dysphagia have been implicated in causing poststroke fever. Given that dysphagia has not been evaluated in detail yet, the aim of this study was to investigate if the severity of dysphagia assessed by a detailed swallowing assessment predicts poststroke fever. Methods: In this retrospective monocentric cohort study, all patients admitted for ischemic or hemorrhagic stroke within 12 months were included. Patients underwent a detailed standardized swallowing assessment including a clinical exam by a speech therapist and fiberoptic endoscopic evaluation in a subset of patients. Patients who developed fever within 5 days were compared with patients without fever regarding swallowing parameters and other clinical characteristics relevant for the prediction of poststroke fever. Results: Nine hundred twenty-three patients with acute ischemic or hemorrhagic stroke were included. One hundred twenty-seven (13.8%) patients developed fever. In multivariable analyses, fever was independently predicted by moderate-to-severe dysphagia in clinical assessments (odds ratio [95% CI], 3.05 [1.655.66]) and also by dysphagia with proven risk of aspiration as a combined end point of clinical and instrumental assessments (1.79 [1.073.00]). Other independent predictors were stroke severity (odds ratio, 1.06 per point on the National Institutes of Health Stroke Scale score [1.011.11]) and the presence of an urinary catheter (odds ratio, 2.03 [1.133.65]). Conclusions: Severe dysphagia evaluated by a detailed clinical assessment complemented by instrumental testing predicts the development of poststroke fever. Early identification of patients with severe dysphagia after stroke followed by consequent monitoring and treatment might be effective in reducing poststroke fever.
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Trastornos de Deglución/diagnóstico , Fiebre/diagnóstico , Índice de Severidad de la Enfermedad , Accidente Cerebrovascular/diagnóstico , Anciano , Anciano de 80 o más Años , Estudios de Cohortes , Trastornos de Deglución/epidemiología , Femenino , Fiebre/epidemiología , Alemania/epidemiología , Humanos , Masculino , Valor Predictivo de las Pruebas , Estudios Retrospectivos , Accidente Cerebrovascular/epidemiologíaRESUMEN
Background and Purpose: We aimed to compare outcome of endovascular thrombectomy in acute ischemic stroke in patients with and without cerebral amyloid angiopathy (CAA). Methods: We included patients with and without possible or probable CAA based on the modified Boston criteria from an observational multicenter cohort of patients with acute ischemic stroke and endovascular thrombectomy, the German Stroke Registry Endovascular Treatment trial. We analyzed baseline characteristics, procedural parameters, and functional outcome after 90 days. Results: Twenty-eight (17.3%) of 162 acute ischemic stroke patients were diagnosed with CAA based on iron-sensitive magnetic resonance imaging performed before endovascular thrombectomy. CAA patients were less likely to have a good 90-day outcome (14.3 versus 37.8%). National Institutes of Health Stroke Scale score (adjusted odds ratio, 0.88; P<0.001), successful recanalization (adjusted odds ratio 6.82; P=0.005), and CAA (adjusted odds ratio 0.28; P=0.049) were independent outcome predictors. Intravenous thrombolysis was associated with an increased rate of good outcome (36.3% versus 0%, P=0.031) in CAA. Conclusions: Endovascular thrombectomy with or without thrombolysis appears beneficial in acute ischemic stroke patients with possible or probable CAA, but is associated with a worse functional outcome. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT03356392.
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Angiopatía Amiloide Cerebral/complicaciones , Procedimientos Endovasculares/métodos , Accidente Cerebrovascular Isquémico/etiología , Accidente Cerebrovascular Isquémico/cirugía , Accidente Cerebrovascular/etiología , Accidente Cerebrovascular/cirugía , Anciano , Anciano de 80 o más Años , Estudios de Cohortes , Femenino , Humanos , Accidente Cerebrovascular Isquémico/diagnóstico por imagen , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Sistema de Registros , Accidente Cerebrovascular/diagnóstico por imagen , Trombectomía , Terapia Trombolítica , Resultado del TratamientoRESUMEN
Background and Purpose- Given inconclusive studies, it is debated whether clinical and imaging characteristics, as well as functional outcome, differ among patients with intracerebral hemorrhage (ICH) related to vitamin K antagonists (VKA) versus non-vitamin K antagonist (NOAC)-related ICH. Notably, clinical characteristics according to different NOAC agents and dosages are not established. Methods- Multicenter observational cohort study integrating individual patient data of 1328 patients with oral anticoagulation-associated ICH, including 190 NOAC-related ICH patients, recruited from 2011 to 2015 at 19 tertiary centers across Germany. Imaging, clinical characteristics, and 3-months modified Rankin Scale (mRS) outcomes were compared in NOAC- versus VKA-related ICH patients. Propensity score matching was conducted to adjust for clinically relevant differences in baseline parameters. Subgroup analyses were performed regarding NOAC agent, dosing and present clinically relevant anticoagulatory activity (last intake <12h/24h or NOAC level >30 ng/mL). Results- Despite older age in NOAC patients, there were no relevant differences in clinical and hematoma characteristics between NOAC- and VKA-related ICH regarding baseline hematoma volume (median [interquartile range]: NOAC, 14.7 [5.1-42.3] mL versus VKA, 16.4 [5.8-40.6] mL; P=0.33), rate of hematoma expansion (NOAC, 49/146 [33.6%] versus VKA, 235/688 [34.2%]; P=0.89), and the proportion of patients with unfavorable outcome at 3 months (mRS, 4-6: NOAC 126/179 [70.4%] versus VKA 473/682 [69.4%]; P=0.79). Subgroup analyses revealed that NOAC patients with clinically relevant anticoagulatory effect had higher rates of intraventricular hemorrhage (n/N [%]: present 52/109 [47.7%] versus absent 9/35 [25.7%]; P=0.022) and hematoma expansion (present 35/90 [38.9%] versus absent 5/30 [16.7%]; P=0.040), whereas type of NOAC agent or different NOAC-dosing regimens did not result in relevant differences in imaging characteristics or outcome. Conclusions- If effectively anticoagulated, there are no differences in hematoma characteristics and functional outcome among patients with NOAC- or VKA-related ICH. Clinical Trial Registration- URL: https://www.clinicaltrials.gov . Unique identifier: NCT03093233.
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Anticoagulantes/administración & dosificación , Hemorragia Cerebral/tratamiento farmacológico , Fibrinolíticos/administración & dosificación , Vitamina K/antagonistas & inhibidores , Administración Oral , Anciano , Anciano de 80 o más Años , Hemorragia Cerebral/diagnóstico por imagen , Hemorragia Cerebral/epidemiología , Femenino , Alemania/epidemiología , Humanos , Masculino , Estudios RetrospectivosRESUMEN
OBJECTIVE: To determine the occurrence of intracranial haemorrhagic complications (IHC) on heparin prophylaxis (low-dose subcutaneous heparin, LDSH) in primary spontaneous intracerebral haemorrhage (ICH) (not oral anticoagulation-associated ICH, non-OAC-ICH), vitamin K antagonist (VKA)-associated ICH and non-vitamin K antagonist oral anticoagulant (NOAC)-associated ICH. METHODS: Retrospective cohort study (RETRACE) of 22 participating centres and prospective single-centre study with 1702 patients with VKA-associated or NOAC-associated ICH and 1022 patients with non-OAC-ICH with heparin prophylaxis between 2006 and 2015. Outcomes were defined as rates of IHC during hospital stay among patients with non-OAC-ICH, VKA-ICH and NOAC-ICH, mortality and functional outcome at 3 months between patients with ICH with and without IHC. RESULTS: IHC occurred in 1.7% (42/2416) of patients with ICH. There were no differences in crude incidence rates among patients with VKA-ICH, NOAC-ICH and non-OAC-ICH (log-rank p=0.645; VKA-ICH: 27/1406 (1.9%), NOAC-ICH 1/130 (0.8%), non-OAC-ICH 14/880 (1.6%); p=0.577). Detailed analysis according to treatment exposure (days with and without LDSH) revealed no differences in incidence rates of IHC per 1000 patient-days (LDSH: 1.43 (1.04-1.93) vs non-LDSH: 1.32 (0.33-3.58), conditional maximum likelihood incidence rate ratio: 1.09 (0.38-4.43); p=0.953). Secondary outcomes showed differences in functional outcome (modified Rankin Scale=4-6: IHC: 29/37 (78.4%) vs non-IHC: 1213/2048 (59.2%); p=0.019) and mortality (IHC: 14/37 (37.8%) vs non-IHC: 485/2048 (23.7%); p=0.045) in disfavour of patients with IHC. Small ICH volume (OR: volume <4.4 mL: 0.18 (0.04-0.78); p=0.022) and low National Institutes of Health Stroke Scale (NIHSS) score on admission (OR: NIHSS <4: 0.29 (0.11-0.78); p=0.014) were significantly associated with fewer IHC. CONCLUSIONS: Heparin administration for venous thromboembolism (VTE) prophylaxis in patients with ICH appears to be safe regarding IHC among non-OAC-ICH, VKA-ICH and NOAC-ICH in this observational cohort analysis. Randomised controlled trials are needed to verify the safety and efficacy of heparin compared with other methods for VTE prevention.
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Hemorragia Cerebral/complicaciones , Heparina/uso terapéutico , Tromboembolia Venosa/prevención & control , Anciano , Anciano de 80 o más Años , Hemorragia Cerebral/mortalidad , Femenino , Humanos , Masculino , Estudios Prospectivos , Estudios Retrospectivos , Tromboembolia Venosa/etiología , Tromboembolia Venosa/mortalidadRESUMEN
Aims: Evidence is lacking regarding acute anticoagulation management in patients after intracerebral haemorrhage (ICH) with implanted mechanical heart valves (MHVs). Our objective was to investigate anticoagulation reversal and resumption strategies by evaluating incidences of haemorrhagic and thromboembolic complications, thereby defining an optimal time-window when to restart therapeutic anticoagulation (TA) in patients with MHV and ICH. Methods and results: We pooled individual patient-data (n = 2504) from a nationwide multicentre cohort-study (RETRACE, conducted at 22 German centres) and eventually identified MHV-patients (n = 137) with anticoagulation-associated ICH for outcome analyses. The primary outcome consisted of major haemorrhagic complications analysed during hospital stay according to treatment exposure (restarted TA vs. no-TA). Secondary outcomes comprised thromboembolic complications, the composite outcome (haemorrhagic and thromboembolic complications), timing of TA, and mortality. Adjusted analyses involved propensity-score matching and multivariable cox-regressions to identify optimal timing of TA. In 66/137 (48%) of patients TA was restarted, being associated with increased haemorrhagic (TA = 17/66 (26%) vs. no-TA = 4/71 (6%); P < 0.01) and a trend to decreased thromboembolic complications (TA = 1/66 (2%) vs. no-TA = 7/71 (10%); P = 0.06). Controlling treatment crossovers provided an incidence rate-ratio [hazard ratio (HR) 10.31, 95% confidence interval (CI) 3.67-35.70; P < 0.01] in disadvantage of TA for haemorrhagic complications. Analyses of TA-timing displayed significant harm until Day 13 after ICH (HR 7.06, 95% CI 2.33-21.37; P < 0.01). The hazard for the composite-balancing both complications, was increased for restarted TA until Day 6 (HR 2.51, 95% CI 1.10-5.70; P = 0.03). Conclusion: Restarting TA within less than 2 weeks after ICH in patients with MHV was associated with increased haemorrhagic complications. Optimal weighing-between least risks for thromboembolic and haemorrhagic complications-provided an earliest starting point of TA at Day 6, reserved only for patients at high thromboembolic risk.
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Anticoagulantes/efectos adversos , Anticoagulantes/uso terapéutico , Hemorragia Cerebral/tratamiento farmacológico , Hemorragia/inducido químicamente , Tromboembolia/inducido químicamente , Anciano , Anticoagulantes/administración & dosificación , Fibrilación Atrial/complicaciones , Hemorragia Cerebral/complicaciones , Esquema de Medicación , Femenino , Prótesis Valvulares Cardíacas , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Medición de Riesgo , Resultado del Tratamiento , Vitamina K/antagonistas & inhibidoresRESUMEN
Importance: The association of surgical hematoma evacuation with clinical outcomes in patients with cerebellar intracerebral hemorrhage (ICH) has not been established. Objective: To determine the association of surgical hematoma evacuation with clinical outcomes in cerebellar ICH. Design, Setting, and Participants: Individual participant data (IPD) meta-analysis of 4 observational ICH studies incorporating 6580 patients treated at 64 hospitals across the United States and Germany (2006-2015). Exposure: Surgical hematoma evacuation vs conservative treatment. Main Outcomes and Measures: The primary outcome was functional disability evaluated by the modified Rankin Scale ([mRS] score range: 0, no functional deficit to 6, death) at 3 months; favorable (mRS, 0-3) vs unfavorable (mRS, 4-6). Secondary outcomes included survival at 3 months and at 12 months. Analyses included propensity score matching and covariate adjustment, and predicted probabilities were used to identify treatment-related cutoff values for cerebellar ICH. Results: Among 578 patients with cerebellar ICH, propensity score-matched groups included 152 patients with surgical hematoma evacuation vs 152 patients with conservative treatment (age, 68.9 vs 69.2 years; men, 55.9% vs 51.3%; prior anticoagulation, 60.5% vs 63.8%; and median ICH volume, 20.5 cm3 vs 18.8 cm3). After adjustment, surgical hematoma evacuation vs conservative treatment was not significantly associated with likelihood of better functional disability at 3 months (30.9% vs 35.5%; adjusted odds ratio [AOR], 0.94 [95% CI, 0.81 to 1.09], P = .43; adjusted risk difference [ARD], -3.7% [95% CI, -8.7% to 1.2%]) but was significantly associated with greater probability of survival at 3 months (78.3% vs 61.2%; AOR, 1.25 [95% CI, 1.07 to 1.45], P = .005; ARD, 18.5% [95% CI, 13.8% to 23.2%]) and at 12 months (71.7% vs 57.2%; AOR, 1.21 [95% CI, 1.03 to 1.42], P = .02; ARD, 17.0% [95% CI, 11.5% to 22.6%]). A volume range of 12 to 15 cm3 was identified; below this level, surgical hematoma evacuation was associated with lower likelihood of favorable functional outcome (volume ≤12 cm3, 30.6% vs 62.3% [P = .003]; ARD, -34.7% [-38.8% to -30.6%]; P value for interaction, .01), and above, it was associated with greater likelihood of survival (volume ≥15 cm3, 74.5% vs 45.1% [P < .001]; ARD, 28.2% [95% CI, 24.6% to 31.8%]; P value for interaction, .02). Conclusions and Relevance: Among patients with cerebellar ICH, surgical hematoma evacuation, compared with conservative treatment, was not associated with improved functional outcome. Given the null primary outcome, investigation is necessary to establish whether there are differing associations based on hematoma volume.
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Enfermedades Cerebelosas/cirugía , Hemorragia Cerebral/cirugía , Tratamiento Conservador , Hematoma/cirugía , Anciano , Enfermedades Cerebelosas/terapia , Cerebelo/cirugía , Hemorragia Cerebral/terapia , Femenino , Hematoma/terapia , Humanos , Masculino , Estudios Observacionales como Asunto , Resultado del TratamientoRESUMEN
BACKGROUND: Perihematomal diffusion restriction (PDR) is a frequent finding in primary intracerebral hemorrhage (ICH) on diffusion-weighted MRI. Its frequency, associated clinical and imaging findings and impact on clinical outcome are not well understood. METHODS: This is a retrospective single-center analysis of 172 patients with primary ICH who received MRI within 24 h from symptom onset. PDR was defined as a reduction of apparent diffusion coefficient below 550 × 10-6 mm2/s. Multivariate regression analyses were used to assess independent imaging and clinical predictors of PDR. Clinical outcome was assessed using the modified Rankin scale (mRS) at discharge. RESULTS: PDR was present in 88 patients (51.2%). Median PDR volume was 1.1 ml (interquartile range 0.2-4.2). Multivariate analyses identified hematoma volume as the key independent predictor of PDR. The volume of perihematomal edema, lobar hematoma location and low diastolic blood pressure at admission were further predictors. Although the occurrence of PDR correlated with in-hospital mortality (75.0 vs. 43.4%, p < 0.001) and moderately severe to severe disability or death at discharge (mRS ≥4; 56.4 vs. 27.8%, p = 0.002), PDR was not an independent predictor of clinical outcome. In contrast, hematoma volume, ventricular extension of hemorrhage and higher age independently predicted an adverse clinical outcome. CONCLUSIONS: PDR is common after primary ICH within 24 h of symptom onset. Hematoma volume was identified as the key predictor of PDR. Although PDR was associated with mortality and severe disability, this effect was confounded by established risk factors. These results do not support a role of early PDR as prognostic factor after ICH independent of hematoma volume.
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Edema Encefálico/diagnóstico por imagen , Hemorragia Cerebral/diagnóstico por imagen , Imagen de Difusión por Resonancia Magnética , Hematoma/diagnóstico por imagen , Anciano , Anciano de 80 o más Años , Presión Sanguínea , Edema Encefálico/mortalidad , Edema Encefálico/fisiopatología , Edema Encefálico/terapia , Hemorragia Cerebral/mortalidad , Hemorragia Cerebral/fisiopatología , Hemorragia Cerebral/terapia , Circulación Cerebrovascular , Distribución de Chi-Cuadrado , Evaluación de la Discapacidad , Femenino , Alemania , Hematoma/mortalidad , Hematoma/fisiopatología , Hematoma/terapia , Mortalidad Hospitalaria , Humanos , Modelos Lineales , Masculino , Persona de Mediana Edad , Análisis Multivariante , Valor Predictivo de las Pruebas , Pronóstico , Estudios Retrospectivos , Factores de Riesgo , Factores de TiempoRESUMEN
INTRODUCTION: Endovascular thrombectomy (EVT) combined with intravenous thrombolysis is the current standard treatment for acute large-vessel occlusion stroke. Beyond clear clinical benefits in the acute and post-acute phases, comprehensive evaluations of long-term outcomes, including home and workforce reintegration, remain limited. This study aimed to assess home and workforce reintegration 1 year post-EVT in a cohort of acute stroke patients and explore their association with health-related quality of life (HRQoL). PATIENTS AND METHODS: We conducted a prospective observational study of 404 patients undergoing EVT at a tertiary university medical center between October 2019 and December 2021. Patients' functional outcomes were evaluated using the modified Rankin Scale (mRS), and HRQoL was assessed via the European Quality of Life Five Dimension Scale (EQ-5D). Data on occupational and living status were collected through standardized telephone interviews at 3- and 12-months post-treatment. RESULTS: Of 357 patients with 12-month follow-up data, 33.6% had a favorable outcome (mRS 0-2). Among stroke survivors, the rate of home reintegration without nursing care was 42.1%, and workforce reintegration among previously employed patients was 43.3% at 12 months. Both outcomes were significantly associated with improved HRQoL. Lower neurological deficits and younger age were predictive of successful home and workforce reintegration. DISCUSSION AND CONCLUSION: One year post-EVT, approximately 40%-50% of acute stroke patients successfully reintegrate into home and work settings. These findings underscore the need for ongoing support tailored to improving long-term reintegration and quality of life for stroke survivors. DATA ACCESS STATEMENT: The data supporting the findings of the study are available from the corresponding author upon reasonable request and in accordance to European data privacy obligations.
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OBJECTIVE: Predicting long-term functional outcomes shortly after a stroke is challenging, even for experienced neurologists. Therefore, we aimed to evaluate multiple machine learning models and the importance of clinical/radiological parameters to develop a model that balances minimal input data with reliable predictions of long-term functional independency. METHODS: Our study utilized data from the German Stroke Registry on patients with large anterior vessel occlusion who underwent endovascular treatment. We trained seven machine learning models using 30 parameters from the first day postadmission to predict a modified Ranking Scale of 0-2 at 90 days poststroke. Model performance was assessed using a 20-fold cross-validation and one-sided Wilcoxon rank-sum tests. Key features were identified through backward feature selection. RESULTS: We included 7485 individuals with a median age of 75 years and a median NIHSS score at admission of 14 in our analysis. Our Deep Neural Network model demonstrated the best performance among all models including data from 24 h postadmission. Backward feature selection identified the seven most important features to be NIHSS after 24 h, age, modified Ranking Scale after 24 h, premorbid modified Ranking Scale, intracranial hemorrhage within 24 h, intravenous thrombolysis, and NIHSS at admission. Narrowing the Deep Neural Network model's input data to these features preserved the high performance with an AUC of 0.9 (CI: 0.89-0.91). INTERPRETATION: Our Deep Neural Network model, trained on over 7000 patients, predicts 90-day functional independence using only seven clinical/radiological features from the first day postadmission, demonstrating both high accuracy and practicality for clinical implementation on stroke units.
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Aprendizaje Automático , Sistema de Registros , Trombectomía , Humanos , Anciano , Masculino , Femenino , Trombectomía/métodos , Persona de Mediana Edad , Anciano de 80 o más Años , Procedimientos Endovasculares/métodos , Accidente Cerebrovascular Isquémico/cirugía , Evaluación de Resultado en la Atención de Salud , Pronóstico , Accidente CerebrovascularRESUMEN
BACKGROUND: Post-stroke infections may cause sepsis, which is associated with poor clinical outcome. Sepsis is defined by life-threatening organ dysfunction that can be identified using the Sequential Organ Failure Assessment (SOFA) score. The applicability of the SOFA score for patients not treated on an intensive care unit (ICU) is limited. The aim of this study was to develop and validate an easier-to-use modification of the SOFA score for stroke patients. METHODS: Using a registry-based cohort of 212 patients with large vessel occlusion stroke and infection, potential predictors of a poor outcome indicating sepsis were assessed by logistic regression. The derived score was validated on a separate cohort of 391 patients with ischemic stroke and infection admitted to our hospital over a period of 1.5 years. RESULTS: The derived Stroke-SOFA (S-SOFA) score included the following predictors: National Institutes of Health stroke scale ≥ 14, peripheral oxygen saturation < 90%, mean arterial pressure < 70 mmHg, thrombocyte count < 150 109/l and creatinine ≥ 1.2 mg/dl. The area under the receiver operating curve for the prediction of a poor outcome indicating sepsis was 0.713 [95% confidence interval: 0.665-0.762] for the S-SOFA score, which was comparable to the standard SOFA score (0.750 [0.703-0.798]), but the prespecified criteria for non-inferiority were not met (p = 0.115). However, the S-SOFA score was non-inferior compared to the SOFA score in non-ICU patients (p = 0.013). CONCLUSIONS: The derived S-SOFA score may be useful to identify non-ICU patients with stroke-associated sepsis who have a high risk of a poor outcome.
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BACKGROUND: Endovascular treatment (ET) is standard of care in patients with acute ischemic stroke due to large vessel occlusion, but data on ET in young patients remain limited. AIM: We aim to compare outcomes for young stroke patients undergoing ET in a matched cohort. METHODS: We analyzed patients from an observational multicenter cohort with acute ischemic stroke and ET, the German Stroke Registry-Endovascular Treatment trial. Baseline characteristics, procedural parameters, and functional outcome at 90 days were compared between young (<50 years) and older (⩾50 years) patients with and without nearest-neighbor 1:1 propensity score matching. RESULTS: Out of 6628 acute ischemic stroke patients treated with ET, 363 (5.5%) were young. Young patients differed with regard to prognostic outcome characteristics. Specifically, National Institutes of Health Stroke Scale (NIHSS) at admission was lower (median 13, interquartile range (IQR) 8-17 vs. 15, IQR 9-19, p < 0.001), and prestroke dependence was less frequent (2.9% vs. 12.2%, p < 0.001) than in older patients. Compared to a matched cohort of older patients, ET was faster (time from groin puncture to flow restoration, 35 vs. 45 min, p < 0.001) and intracranial hemorrhage was less frequent in young patients (10.0% vs. 25.9%, p < 0.001). Good functional outcome (modified Rankin Scale (mRS) 0-2) at 3 months was achieved more frequently in young patients (71.6% vs. 44.1%, p < 0.001), and overall mortality was lower (6.7% vs. 25.4%, p < 0.001). Among previously employed young patients (n = 177), 37.9% returned to work at 3-month follow-up, while 74.1% of the remaining patients were still undergoing rehabilitation. CONCLUSION: Young stroke patients undergoing ET have better outcomes compared to older patients, even when matched for prestroke condition, comorbidities, and stroke severity. Hence, more liberal guidelines to perform ET for younger patients may have to be established by future studies.
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Isquemia Encefálica , Procedimientos Endovasculares , Accidente Cerebrovascular Isquémico , Accidente Cerebrovascular , Humanos , Anciano , Accidente Cerebrovascular/cirugía , Isquemia Encefálica/cirugía , Isquemia Encefálica/etiología , Accidente Cerebrovascular Isquémico/etiología , Resultado del Tratamiento , Procedimientos Endovasculares/efectos adversos , Trombectomía/efectos adversosRESUMEN
PURPOSE: Endovascular treatment (ET) in patients with large vessel occlusion stroke (LVOS) with unknown onset or an extended time window can be safe and effective if patients are selected by defined clinical and imaging criteria; however, it is unclear if these criteria should also be applied to patients with unknown onset and unknown time last known well. In this study, we aimed to assess whether absent information on the time patients were last known to be well impacts outcome in patients with unknown onset LVOS. METHODS: We analyzed patients who were enrolled in the German Stroke Registry-Endovascular Treatment between 2015 and 2019. Patients with unknown onset and unknown time last known well (LKWu) were compared to patients with known onset (KO) and to patients with unknown onset but known time last known well (LKWk) regarding clinical and imaging baseline characteristics and outcome. RESULTS: Out of 5909 patients, 561 presented with LKWu (9.5%), 1849 with LKWk (31.3%) and 3499 with KO (59.2%). At 90 days, functional independency was less frequent in LKWu (27.0%) compared to KO (42.6%) and LKWk patients (31.8%). These differences were not significant after adjusting for confounders. A main confounder was the initial Alberta stroke program early CT score. CONCLUSION: The LKWu patients had a similar outcome after ET as KO and LKWk patients after adjusting for confounders. Thus, ET should not be withheld if the time last known well is unknown. Instead, LKWu patients may be selected for ET using the same criteria as in LKWk patients.
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Procedimientos Endovasculares , Accidente Cerebrovascular Isquémico , Accidente Cerebrovascular , Humanos , Trombectomía/métodos , Procedimientos Endovasculares/métodos , Accidente Cerebrovascular/diagnóstico por imagen , Accidente Cerebrovascular/terapia , Accidente Cerebrovascular/etiología , Accidente Cerebrovascular Isquémico/etiología , Factores de TiempoRESUMEN
PURPOSE: Intravenous thrombolysis and mechanical thrombectomy (MT) are standard of care in patients with acute ischemic stroke due to large vessel occlusion. Data on MT in patients with intracranial hemorrhage prior to intervention is limited to anecdotal reports, as these patients were excluded from thrombectomy trials. METHODS: We analyzed patients from an observational multicenter cohort with acute ischemic stroke and endovascular treatment, the German Stroke Registry-Endovascular Treatment trial, with intracranial hemorrhage before MT. Baseline characteristics, procedural parameters and functional outcome at 90 days were analyzed and compared to a propensity score matched cohort. RESULTS: Out of 6635 patients, we identified 32 patients (0.5%) with acute ischemic stroke due to large vessel occlusion and preinterventional intracranial hemorrhage who underwent MT. Risk factors of intracranial hemorrhage were head trauma, oral anticoagulation and intravenous thrombolysis. Overall mortality was high (50%) but among patients with a premorbid modified Rankin scale (mRS) of 0-2 (nâ¯= 15), good clinical outcome (mRS 0-2) at 90 days was achieved in 40% of patients. Periprocedural and outcome results did not differ between patients with and without preinterventional intracranial hemorrhage. CONCLUSION: Preinterventional intracranial hemorrhage in acute ischemic stroke patients with large vessel occlusion is rare. The use of MT is technically feasible and a substantial number of patients achieve good clinical outcome, indicating that MT should not be withheld in patients with preinterventional intracranial hemorrhage.
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Hemorragias Intracraneales , Accidente Cerebrovascular Isquémico , Trombectomía , Isquemia Encefálica , Procedimientos Endovasculares , Humanos , Estudios Retrospectivos , Accidente Cerebrovascular , Resultado del TratamientoRESUMEN
Background: Infections are an important complication after stroke and negatively affect clinical outcome. While pneumonia and urinary tract infections are well recognized after stroke, the incidence and consequences of sepsis remain unclear. The aim of this study was to evaluate the frequency and characteristics of sepsis in patients undergoing endovascular therapy for large vessel occlusion stroke, and its association with clinical outcome. Methods: We analyzed a cohort of patients who underwent endovascular therapy at a single center between 2016 and 2020. The diagnosis and timing of infections and Sequential Organ Failure Assessment scores were evaluated retrospectively to identify patients with sepsis. Patients with sepsis were compared to controls regarding clinical characteristics and outcome. Results: Fifty-four of 406 patients (13.3%) were found to have sepsis. The median onset of sepsis was 2 days after admission. The majority of cases (85.2%) was caused by pneumonia. At 3 months, 72.5% of patients with sepsis were bedridden or dead compared to 25.7 and 42.7% of controls and patients with an infection without sepsis, respectively. The adjusted odds ratio (95% confidence interval) for a poor outcome was 5.4 (1.6-17.6) for patients with sepsis vs. controls, and 2.0 (0.8-5.2) for patients with sepsis vs. patients with an infection without sepsis. Conclusions: Sepsis is a frequent complication after large vessel occlusion stroke, and may be associated with a poor clinical outcome. More studies are needed to determine specific risk factors and measures to early recognize and reduce the possibly negative impact of sepsis on outcome after stroke.
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BACKGROUND: Oral anticoagulation (OAC) is the mainstay of secondary prevention in ischemic stroke patients with atrial fibrillation (AF). However, in AF patients with large vessel occlusion stroke treated by endovascular therapy (ET) and acute carotid artery stenting (CAS), the optimal antithrombotic medication remains unclear. METHODS: This is a subgroup analysis of the German Stroke Registry-Endovascular Treatment (GSR-ET), a prospective multicenter cohort of patients with large vessel occlusion stroke undergoing ET. Patients with AF and CAS during ET were included. We analyzed baseline and periprocedural characteristics, antithrombotic strategies and functional outcome at 90 days. RESULTS: Among 6635 patients in the registry, a total of 82 patients (1.2%, age 77.9 ± 8.0 years, 39% female) with AF and extracranial CAS during ET were included. Antithrombotic medication at admission, during ET, postprocedural and at discharge was highly variable and overall mortality in hospital (21%) and at 90 days (39%) was high. Among discharged patients (n = 65), most frequent antithrombotic regimes were dual antiplatelet therapy (DAPT, 37%), single APT + OAC (25%) and DAPT + OAC (20%). Comparing DAPT to single or dual APT + OAC, clinical characteristics at discharge were similar (median NIHSS 7.5 [interquartile range, 3-10.5] vs 7 [4-11], p = 0.73, mRS 4 [IQR 3-4] vs. 4 [IQR 3-5], p = 0.79), but 90-day mortality was higher without OAC (32 vs 4%, p = 0.02). CONCLUSIONS: In AF patients who underwent ET and CAS, 90-day mortality was higher in patients not receiving OAC. REGISTRATION: https://www. CLINICALTRIALS: gov ; Unique identifier: NCT03356392.
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BACKGROUND: On-going pain is one of the most debilitating symptoms associated with a variety of chronic pain disorders. An understanding of mechanisms underlying on-going pain, i.e. stimulus-independent pain has been hampered so far by a lack of behavioural parameters which enable studying it in experimental animals. Ultrasound vocalizations (USVs) have been proposed to correlate with pain evoked by an acute activation of nociceptors. However, literature on the utility of USVs as an indicator of chronic pain is very controversial. A majority of these inconsistencies arise from parameters confounding behavioural experiments, which include novelty, fear and stress due to restrain, amongst others. RESULTS: We have developed an improved assay which overcomes these confounding factors and enables studying USVs in freely moving mice repetitively over several weeks. Using this improved assay, we report here that USVs increase significantly in mice with bone metastases-induced cancer pain or neuropathic pain for several weeks, in comparison to sham-treated mice. Importantly, analgesic drugs which are known to alleviate tumour pain or neuropathic pain in human patients significantly reduce USVs as well as mechanical allodynia in corresponding mouse models. CONCLUSIONS: We show that studying USVs and mechanical allodynia in the same cohort of mice enables comparing the temporal progression of on-going pain (i.e. stimulus-independent pain) and stimulus-evoked pain in these clinically highly-relevant forms of chronic pain.
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Neoplasias/patología , Neuralgia/patología , Dimensión del Dolor/métodos , Ultrasonido , Animales , Enfermedad Crónica , Femenino , Masculino , RatonesRESUMEN
BACKGROUND AND OBJECTIVE: Small vessel cerebrovascular disease (SVCD) can manifest with epileptic seizures and transient ischemic attacks (TIA). This study was designed to test if the extent and spatial distribution of SVCD differs in patients with focal impaired awareness seizures (FIAS) from patients with TIA. METHODS: This is a retrospective single-center case-control study of elderly patients at a high cardiovascular risk. 118 patients with FIAS (cases) were compared to a matched control group of 118 patients with TIA. The extent and spatial distribution of white matter hyperintensities (WMH) characteristic for SVCD and medial temporal lobe atrophy were analyzed on magnetic resonance imaging (MRI) obtained at admission. The Fazekas, Wahlund, and Scheltens scales were used for grading. Juxtacortical small lesions were analyzed separately. RESULTS: FIAS patients were observed to have more extensive WMH (p < 0.001) and more pronounced medial temporal lobe atrophy (p < 0.001) than TIA patients. WMH in FIAS patients were predominantly localized in supratentorial white matter compared to TIA patients (p < 0.001). Juxtacortical hyperintensities were far more common in FIAS patients than in TIA patients (80.5% vs. 22.0%; p < 0.001). Multivariate analysis revealed juxtacortical small lesions as strong independent predictor (OR, 95% CI 12.8, 6.7-24.3) and medial temporal lobe atrophy as further independent predictor of FIAS (3.1, 1.3-7.1). CONCLUSIONS: Juxtacortical small lesions and to a smaller extent medial temporal lobe atrophy are associated with epileptic seizures in elderly patients at a high cardiovascular risk. This observation may provide a structural explanation for epilepsy in SVCD. Juxtacortical small lesions in SVCD should be considered a structural cause for epilepsy and promote anticonvulsive therapy after a first seizure.