Risultati per: Gestione del dolore post-operatorio

Stroke, Volume 56, Issue Suppl_1, Page AWP269-AWP269, February 1, 2025. Introduction:All-cause dementia remains a significant public health concern, with stroke recognized as a key risk factor. Few studies have applied Machine Learning (ML) models to accurately predict cognitive impairment and dementia, yet none have specifically focused on post-stroke dementia risk prediction. This study aims to compare the efficacy of ML approaches and traditional biostatistical methods for predicting the incidence of one-year post-stroke all-cause dementia using electronic health record (EHR) data.Methods:We analyzed de-identified data extracted from the TriNetX network, covering 60 healthcare organizations. This study included patients aged 20+ who experienced their first stroke (any type) in 2018 (baseline). We excluded those with dementia history, lacking data 3 years after stroke onset, or without relevant health data within 3 years preceding stroke. We developed four models: Logistic regression (LR) with backward selection, regularized LR (LASSO and Ridge regression), and Random Forest (RF). The primary outcome was the incidence of all-cause dementia within one year post-stroke. Covariates included demographics, comorbidities, medications, laboratory measures, and vital signs. Model performance was evaluated using accuracy and the area under the curve (AUC) of the receiver operating characteristic (ROC).Results:The final cohort comprised 55,888 adults, of whom 8% developed all-cause dementia within the subsequent year. The sample was 48.4% female, with a distribution of 8.7% aged 20-44, 37.2% aged 45-64, and 54.0% aged 65+. About 64% were non-Hispanic Whites. Among those who developed dementia, 49.7% were female and 80.5% were 65+. They had slightly higher systolic blood pressure, lower BMI, higher rates of comorbidities, and medication use (Table 1). Performance metrics for the models were as follows: LR with backward selection (accuracy: 92.07%; AUC: 0.8033), LASSO regression (92.09%;0.8000), Ridge regression (92.04%; 0.8026), and RF (92.20%; 0.7828) (Table 2).Conclusion:This study demonstrated the feasibility of using ML models to accurately predict post-stroke all-cause dementia incidence. All models showed high accuracy and robust discriminative ability, with the RF model achieving the best accuracy and traditional LR displaying the highest AUC. ML approaches can effectively learn from the data to identify individuals at higher risk of post-stroke dementia, potentially enabling targeted interventions and improved patient care.

Stroke, Volume 56, Issue Suppl_1, Page AWP213-AWP213, February 1, 2025. Intracerebral Hemorrhagic (ICH) stroke is the second most common type of stroke and its aftermath is often more severe than ischemia. Recent population data has shown increasing trends of ICH in middle aged people, contributing to the economic burden of society. In order to improve post ICH outcome, immediate therapeutic interventions should be administered. Hence, our research is looking into the effects of electrical stimulation of the perihematomal cortex in the hyperacute/acute phase post ICH. The end goal is to test improvement in outcomes of subjects post the administration of such a stimulation paradigm by using the observations in experimental data to validate the theoretical model and hence design a closed loop stimulation paradigm. The two approaches in the work:Experimental:Hemorrhagic stroke is induced in minipigs by injecting 2cc of blood into the ventricular space beneath sensorimotor cortex to simulate an ICH. We insert ultra flexible microelectrodes in this region to record cortical neuronal activity and administer stimulation. Neural activity (Electrophysiological) data is collected pre/post stroke and during stimulation. The data collected is analyzed to understand changes in neural activity at different points in time. Through preliminary data analysis, we could clearly see the changes in the statistics of neural activity (pre/post ICH InterSpike Interval (ISI) histogram and firing frequency histogram). Local connectivity changes were observed in the data. Further removal of stimulation artifacts and analysis of neural data before, during and after stimulation shall be performed to understand the changes that occur during stimulation.Theoretical:We have mathematically modeled a neuron-astrocyte-vascular system in the cortical perihematoma by extending Hodgkin-Huxley biophysics to simulate pre/post acute ICH and electrical stimulation paradigms in such conditions. The results obtained help us understand the changes in the system dynamics post ICH with bifurcation analysis giving unique outlook of the complex system. The simulated data shows increase in excitability of perihematomal tissue during acute phase. Further, the model also showcases calcium ion dyshomeostasis and problems in ATP production and consumption. Normal stimulation paradigms are shown to not work in such settings. Further exploration of the intricacies of the system is at focus to better understand electrical stimulation in such cerebrovascular conditions.

Stroke, Volume 56, Issue Suppl_1, Page AWP250-AWP250, February 1, 2025. Background:Subarachnoid hemorrhage (SAH) following endovascular thrombectomy (EVT) is a poorly understood phenomenon, and whether it is associated with clinical detriment is unclear.Methods:This was an explorative analysis of a national database of real-world hospitalizations in the United States. Patients who underwent EVT were included. Patients were divided into SAH and non-SAH groups, and hospitalization outcomes were compared using multivariable logistic regression models. Regression models were also used to identify significant predictors for post-EVT SAH, and significant modulators of SAH’s association with hospitalization outcomes were also assessed.Results:99,219 EVT patients were identified; 6,174 (6.2%) had SAH. Overall, SAH was independently associated with increased odds of in-hospital mortality (21.5% vs. 10.6%, adjusted OR 2.53 [95%CI 2.23-2.87], p

Stroke, Volume 56, Issue Suppl_1, Page AWP287-AWP287, February 1, 2025. Introduction:Effective blood pressure (BP) control post-stroke is a critical secondary prevention strategy. Research shows that social determinants of health (SDOH) may influence this process by addressing underlying factors contributing to health disparities. We conducted a secondary analysis using data from the Discharge Educational Strategies for Reduction of Vascular Events (DESERVE) study to investigate the cumulative effect of multiple SDOH domains on BP reduction in stroke survivors, with a particular focus on sex-specific outcomes.Methods:We applied the Healthy People 2020 framework to identify SDOH across the following domains: economic factors, education, social context, healthcare access, and neighborhood characteristics. Stroke survivors in the DESERVE skill-based intervention study completed a 6-month follow-up (n=361) and were classified into two groups based on the number of negative factors:

Stroke, Volume 56, Issue Suppl_1, Page AWP263-AWP263, February 1, 2025. Introduction:Despite evidence showing overall improvement of post-stroke outcomes following endovascular therapy (EVT), existing literature on comparative recovery rates of different stroke deficits is limited. We hypothesized that the rate of change in aphasia may vary compared to other neurological deficits in stroke patients post successful EVT.Methods:We performed a retrospective analysis of acute stroke patients at a single comprehensive stroke center who presented with aphasia and underwent EVT from 2022 to 2023 (n=122). Total and itemized NIHSS scores were documented at three separate timepoints: admission, immediately post-EVT, and at discharge; NIHSS scores were normalized by dividing each score by its maximum possible value. We also investigated the NIH Cog-4 and Motor-6 as summative scores representing domain specific cognitive and motor deficits, respectively. We analyzed the effects of TNK and successful reperfusion (TICI 2B to 3 vs 0 to 2A) on the normalized stroke deficit scores with a linear mixed-effect regression model adjusted for measurement timepoint with subjects as a random effect. We extracted each variable’s beta coefficient, representing the variable’s average effect on NIH score (e.g. average change in score from admission to post-EVT). Recovery was represented by percent changes in beta coefficient by successful vs unsuccessful reperfusion. We also evaluated the percent change in beta coefficients with a stratified analysis of ≥ TICI 2B using permutation testing (500 permutations) to test the null hypothesis that there are no change in beta coefficients between subgroups (p

Stroke, Volume 56, Issue Suppl_1, Page AWP234-AWP234, February 1, 2025. Introduction:Education, a key modifiable social determinant of health, plays a significant role in shaping outcomes related to ischemic stroke. Higher educational attainment has been linked to improved management of risk factors and greater adherence to medical treatments. However, the impact of education on patients suffering from intracerebral hemorrhage (ICH) remains underexplored.Methods:We conducted a post-hoc analysis of the Ethnic/Racial Variations of Intracerebral Hemorrhage (ERICH) study to examine the impact of educational attainment on good functional outcome (modified Rankin Scale score of 0-3 at 90 days after ICH). A logistic regression model was adjusted for age, sex, race/ethnicity, insurance status, mechanical ventilation, systolic blood pressure, smoking status, diabetes mellitus, atrial fibrillation, hypertension, congestive heart failure, Glasgow Coma Scale, ICH location (side and deep), ICH volume on CT, and presence of intraventricular hemorrhage.Results:Among 1894 individuals included in this study, 584 patients (30.8%) had less than a high school (HS) education, 539 patients (28.5%) had a HS education, 641 patients (33.8%) had more than HS or a college education, and 130 patients (6.9%) had postgraduate education. See Table 1 for demographics by education group. The predicted probability of good outcome by education level was significantly different (Figure 1). Compared to those with

Stroke, Volume 56, Issue Suppl_1, Page AWP235-AWP235, February 1, 2025. Introduction:Insurance status may serve as an indicator of social and financial barriers that impede access to quality care. Disparities in outcomes of patients with ischemic stroke have been associated with insurance coverage. However, there are few studies investigating the impact of insurance status on outcomes in patients with intracerebral hemorrhage (ICH).Methods:We performed a post-hoc analysis of the Ethnic/Racial Variations of Intracerebral Hemorrhage (ERICH) study to investigate the impact of insurance status on good functional outcome (modified Rankin Scale score of 0-3 at 90 days after ICH). A logistic regression model was adjusted for age, sex, race, mechanical ventilation, systolic blood pressure, smoking status, diabetes mellitus, atrial fibrillation, hypertension, congestive heart failure, Glasgow Coma Scale, ICH location (side and deep), ICH volume on CT, and presence of intraventricular hemorrhage. VA patients were excluded from analysis due to small sample size.Results:Among 1874 patients included in this study, 428 patients (22.8%) had Medicare, 347 patients (18.5%) had Medicaid, 183 patients (9.8%) had HMO, 568 patients (30.3%) had private insurance, and 348 patients (18.6%) were self-pay. Table 1 illustrates demographics by insurance status. The odds ratio for good outcome in those with private insurance was significantly higher in comparison to Medicare (OR 1.47, 95% CI 1.06-2.03, p=0.022, Figure 1). When comparing private insurance to all other insurance types, the odds ratio was 1.42 (95% CI 1.09-1.84, p=0.009).Conclusion:Amongst patients in the ERICH study, private insurance was associated with a higher likelihood of good outcome (mRS 0-3 at 90 days) in ICH patients compared to Medicare or other insurance status. Further study is needed to establish if this observation is causal or an epiphenomenon.

Stroke, Volume 56, Issue Suppl_1, Page ATP45-ATP45, February 1, 2025. Introduction:Standardized cognitive assessments such as the Montreal Cognitive Assessment (MOCA) and Mini-Mental State Examination (MMSE) are generally administered using paper-and-pencil methods. Technological advancements have digitized these exams and expanded cognitive testing capabilities in the post-stroke population.Methods:Studies from 2010-2022 were identified from PubMed, Embase, Web of Science, Cumulated Index to Nursing and Allied Health Literature (CINAHL), PsycINFO, and Google Scholar to include digital cognitive assessments utilized for acute and chronic ischemic and hemorrhagic stroke patients. The research questions aim to evaluate technical aspects of digital tests, digital tool effectiveness, cognitive domains assessed, study population characteristics, patient usability, and exam feasibility. The methodological framework for this review included research question identification, relevant study collection, final study selection, data extraction, analysis, and summary. Covidence was used to compile relevant studies.Results:72 articles were included for final analysis. 8 different digital methods (e.g., tablet, computer, virtual reality) were used to assess cognition, with 26 studies creating a new cognitive test and 24 creating a cognitive test based on a standardized exam. Participants were tested in both acute and chronic phases (5 strictly in acute, 55 strictly in subacute/chronic, and 11 in both). 58% of articles assessed ischemic and hemorrhagic stroke participants, and 9 studies only tested aphasia patients. Exams consisted of a variety of cognitive domains, with the majority of studies testing multiple domains (e.g., executive functioning, attention, and visuospatial processing), and some studies testing only one cognitive domain. The average rate of digital test completion was 95%. Validation of the digital tool was compared with a standardized, paper-and-pencil test (e.g., MOCA, MMSE) in 48 articles (67%). An overall positive satisfaction with the digital test was seen in 8 articles that incorporated patient questionnaires.Conclusion:This review suggests that post-stroke digital cognitive assessments are feasible in the acute and post-acute settings across multiple domains similar to the MOCA and MMSE. Enhancements in these tools will expand access to testing and allow for increased identification of post-stroke cognitive impairment.

Stroke, Volume 56, Issue Suppl_1, Page ATP400-ATP400, February 1, 2025. Ischemic stroke is a leading cause of death and disability in the US, occurring when the blood supply to an area of the brain is disrupted. Such vascular insults may impact different brain areas responsible for neurologic functions ranging from the generation of movement to language, executive cognitive performance, and mood. Clinicians consider strokes as macroscopic events affecting structures such as cortex, basal ganglia, thalamus, or brainstem. However, each of these is comprised of circuitry involving multiple neuronal cell types, each with stratified metabolic requirements and distinct firing patterns that impact susceptibility to ischemia. Many strokes affect neocortex, a 6-layered cellular sheet containing excitatory glutamatergic pyramidal projection neurons (~80%) and inhibitory local GABAergic interneurons (~18%) assembled into circuits that are elaborated across different cortical areas..In the weeks following a stroke many patients experience unanticipated neurologic issues that disrupt their recovery and lead to additional suffering. These secondary complications fall into the categories of mood disorders (occurring in 31% of stroke survivors), seizure (3-7%), movement disorders (4%), and cognitive decline (11%). While some therapies exist, complications are often inadequately treated and the causes remain poorly understood as they relate to specific pathologic changes in local cortical circuits. Using a combination of photothrombotic lesions and fluorescent microparticle injection as models for focal ischemic stroke, we designed experiments to define the subpopulations of cortical neuron most susceptible to cell death and dysfunction following ischemic stroke.Using genetic driver mice to label canonical GABAergic (PV, VIP, SST) and glutamatergic neuronal cell types, we provide the first quantitative evidence that neural subtypes have differential susceptibility to ischemia in peri-infarct regions, and completein vivo2-photon imaging of the onset of ischemic cell death in medial prefrontal cortex and motor cortex using virally-encoded apoptosis markers. Using a combination of Gcamp voltage sensors and EEG. we also present an approach for recurrent monitoring of post-stroke neuronal activity changes leading to organizing network hyperexcitability in ischemic penumbrae. These results lay a foundation for investigation of cell type specific therapies to mitigate the maladaptive effect local cortical disinhibition following stroke.

Introduction
This review aims to synthesise research evidence regarding biomarkers in the synovial fluid that may predict the risk of post-traumatic osteoarthritis (PTOA) in young adults. Considering the high prevalence of knee joint injuries, particularly among youth sports athletes, this review will focus on anterior cruciate ligament and/or meniscal ruptures. These injuries are highly associated with PTOA, with studies indicating that even with surgical reconstruction, 50%–80% of affected individuals develop knee PTOA within a 10-year follow-up.

Methods and analysis
The results of this systematic review will be reported in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Diagnostic Test Accuracy guidelines. Comprehensive electronic searches will be conducted across five platforms: four bibliographic databases (PubMed, Cochrane Central Register of Controlled Trials, Web of Science Core Collection and Embase) and ClinicalTrials.gov registry. These searches will use combinations of predefined keywords, such as “knee”, “synovial fluid”, “post-traumatic osteoarthritis”, “anterior cruciate ligament”, “meniscus”, “trauma”, “inflammation” and “biomarker”. We will include randomised clinical trials, non-randomised prospective or retrospective clinical studies, case controls, cohort studies and case series, ranging from database inception to 30 June 2024 and published in English. Two independent reviewers will screen and evaluate the retrieved studies to determine their eligibility. Any reviewer disagreements will be resolved through discussion and consensus or, if necessary, by consultation with a third reviewer. The data will be extracted from the included studies and analysed, with the risk of bias assessed using the Quality Assessment of Diagnostic Accuracy Studies 2 tool. A narrative synthesis will be performed to evaluate the strength and consistency of the findings, considering both the methodological quality of the included studies and the reliability of the results.

Ethics and dissemination
Ethical approval is not required for this review as it is a secondary study based on public and published data. The findings from this work will be submitted for publication in a peer-reviewed journal and presented at relevant academic conferences. Any amendments to the protocol arising from deviations during the study’s execution will be documented and reported in the final publication.

PROSPERO registration number
CRD42024534272.

Introduction
Graft-versus-host disease (GvHD) remains a major complication of allogeneic stem cell transplantation (allo-SCT), affecting 30–70% of patients (representing 800 new patients per year in the UK). The risk is higher in patients undergoing unrelated allo-SCT. About 1 in 10 patients die as a result of GvHD or through complications of its treatment. In patients who survive GvHD and or the complications of treatment, about 1 in 3 patients develop chronic GvHD which has a negative impact on quality of life (QoL). Many transplant protocols use alemtuzumab or anti-thymocyte globulin (ATG) in combination with a calcineurin inhibitor (CNI) and mycophenolate mofetil as GvHD prophylaxis; however, the outcomes of these treatments are complicated by high rates of infection and therefore the development of improved GvHD prophylaxis strategies represents a major unmet need.

Methods and analysis
The Methods of T-Cell Depletion trial is a prospective, multicentre, adaptive randomised trial in patients undergoing reduced intensity-conditioned unrelated donor allo-SCT. The trial will compare the novel GvHD prophylaxis regimens post-transplant cyclophosphamide (PTCy) in combination with a CNI or sirolimus (PTCy-CNI or PTCy-sirolimus, respectively) to a current standard-of-care GvHD prophylaxis involving the use of Thymoglobulin (a specific brand of ATG containing rabbit polyclonal antibodies). The primary outcome measure is GvHD-free, relapse-free survival at 1 year. Secondary outcomes include cumulative incidence of acute grade II-IV GvHD at 1 year, cumulative incidence of moderate and severe chronic GvHD at 1 year, overall survival at 1 year and cumulative incidence of non-relapse mortality at 1 year.

Ethics and dissemination
The protocol was approved by the West Midlands, Edgbaston Research Ethics Committee (20/WM/0195); initial approval was received on 11 September 2020, current protocol version (V.4.0) approval on 25 July 2023. The Medicines and Healthcare products Regulatory Authority also approved all protocol versions. The results of this trial will be disseminated through national and international presentations and peer-reviewed publications.

Trial registration number
EudraCT Number: 2019-002419-24.
ISRCTN Number: 50290131.

Circulation, Ahead of Print. Background: In patients with post-thrombotic syndrome (PTS), stent recanalization of iliofemoral veins or the inferior vena cava can restore venous patency and improve functional outcomes. The risk of stent thrombosis is particularly increased during the first 6 months after intervention. The ARIVA trial tested whether daily aspirin 100 mg plus rivaroxaban 20 mg is superior to rivaroxaban 20 mg alone to prevent stent thrombosis within 6 months after stent placement for PTS.Methods: In this multinational, academic, open-label, independently adjudicated trial, patients with a Villalta score >4 points, a stenosis or occlusion of the inferior vena cava, iliac veins, or common femoral vein, successfully treated with venous stent placement, were randomized in a 1:1 fashion to the study groups. Key exclusion criteria included age 75 years, contraindications to anticoagulant use or acute venous thrombosis

90% di quelli estremamente pretermine sottoposto a cure dolorose

Stroke, Ahead of Print.

Introduction
Knee osteoarthritis (OA) is a chronic condition affecting joint function. Regular physical activity can enhance functional capacity and reduce pain. However, there is a scarcity of studies relating to knee OA during the COVID-19 pandemic, particularly its impact on symptoms and quality of life.

Methods
This analytic cross-sectional study design will recruit participants aged 40 and above from Metro Manila with knee pain and COVID-19 history. The Filipino version of the Knee Injury and Osteoarthritis Outcome Score and International Physical Activity Questionnaire-Short Form will be used to assess the mediating variables.

Analysis
The study will employ descriptive and regression analyses for data analysis and follow the Strengthening the Reporting of Observational Studies in Epidemiology statement for reporting the data.

Ethics and dissemination
This study has received ethical approval from the Ethics Review Committee of the College of Rehabilitation Sciences. Study results will be disseminated through peer-reviewed journal publications and conference presentations to ensure accessibility to healthcare professionals and stakeholders, contributing to the advancement of knee OA management in post-COVID settings.