BMJ Neurology OpenPub Date : 2024-08-21eCollection Date: 2024-01-01DOI: 10.1136/bmjno-2024-000765
Alexandra Astner-Rohracher, Alyssa Ho, John Archer, Fabrice Bartolomei, Milan Brazdil, Melita Cacic Hribljan, James Castellano, Irena Dolezalova, Martin Ejler Fabricius, Mercedes Garcés-Sanchez, Kahina Hammam, Akio Ikeda, Kristin Ikeda, Philippe Kahane, Giridhar Kalamangalam, Gudrun Kalss, Mays Khweileh, Katsuya Kobayashi, Patrick Kwan, Joshua Andrew Laing, Markus Leitinger, Samden Lhatoo, Julia Makhalova, Aileen McGonigal, Iona Mindruta, Mary Margaret Mizera, Andrew Neal, Irina Oane, Prachi Parikh, Piero Perucca, Francesca Pizzo, Rodrigo Rocamora, Philippe Ryvlin, Victoria San Antonio Arce, Stephan Schuele, Andreas Schulze-Bonhage, Ana Suller Marti, Alexandra Urban, Vincente Villanueva, Laura Vilella Bertran, Benjamin Whatley, Sandor Beniczky, Eugen Trinka, Georg Zimmermann, Birgit Frauscher
{"title":"Prognostic value of the 5-SENSE Score to predict focality of the seizure-onset zone as assessed by stereoelectroencephalography: a prospective international multicentre validation study.","authors":"Alexandra Astner-Rohracher, Alyssa Ho, John Archer, Fabrice Bartolomei, Milan Brazdil, Melita Cacic Hribljan, James Castellano, Irena Dolezalova, Martin Ejler Fabricius, Mercedes Garcés-Sanchez, Kahina Hammam, Akio Ikeda, Kristin Ikeda, Philippe Kahane, Giridhar Kalamangalam, Gudrun Kalss, Mays Khweileh, Katsuya Kobayashi, Patrick Kwan, Joshua Andrew Laing, Markus Leitinger, Samden Lhatoo, Julia Makhalova, Aileen McGonigal, Iona Mindruta, Mary Margaret Mizera, Andrew Neal, Irina Oane, Prachi Parikh, Piero Perucca, Francesca Pizzo, Rodrigo Rocamora, Philippe Ryvlin, Victoria San Antonio Arce, Stephan Schuele, Andreas Schulze-Bonhage, Ana Suller Marti, Alexandra Urban, Vincente Villanueva, Laura Vilella Bertran, Benjamin Whatley, Sandor Beniczky, Eugen Trinka, Georg Zimmermann, Birgit Frauscher","doi":"10.1136/bmjno-2024-000765","DOIUrl":"10.1136/bmjno-2024-000765","url":null,"abstract":"<p><strong>Introduction: </strong>Epilepsy surgery is the only curative treatment for patients with drug-resistant focal epilepsy. Stereoelectroencephalography (SEEG) is the gold standard to delineate the seizure-onset zone (SOZ). However, up to 40% of patients are subsequently not operated as no focal non-eloquent SOZ can be identified. The 5-SENSE Score is a 5-point score to predict whether a focal SOZ is likely to be identified by SEEG. This study aims to validate the 5-SENSE Score, improve score performance by incorporating auxiliary diagnostic methods and evaluate its concordance with expert decisions.</p><p><strong>Methods and analysis: </strong>Non-interventional, observational, multicentre, prospective study including 200 patients with drug-resistant epilepsy aged ≥15 years undergoing SEEG for identification of a focal SOZ and 200 controls at 22 epilepsy surgery centres worldwide. The primary objective is to assess the diagnostic accuracy and generalisability of the 5-SENSE in predicting focality in SEEG in a prospective cohort. Secondary objectives are to optimise score performance by incorporating auxiliary diagnostic methods and to analyse concordance of the 5-SENSE Score with the expert decisions made in the multidisciplinary team discussion.</p><p><strong>Ethics and dissemination: </strong>Prospective multicentre validation of the 5-SENSE score may lead to its implementation into clinical practice to assist clinicians in the difficult decision of whether to proceed with implantation. This study will be conducted in accordance with the Tri-Council Policy Statement: Ethical Conduct for Research Involving Humans (2014). We plan to publish the study results in a peer-reviewed full-length original article and present its findings at scientific conferences.</p><p><strong>Trial registration number: </strong>NCT06138808.</p>","PeriodicalId":52754,"journal":{"name":"BMJ Neurology Open","volume":"6 2","pages":"e000765"},"PeriodicalIF":2.1,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11340713/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142037716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
BMJ Neurology OpenPub Date : 2024-08-06eCollection Date: 2024-01-01DOI: 10.1136/bmjno-2024-000738
Peter Dudley, Jan Paul Marquez, Fiona Farrell, Jennifer Benson, Fergus Rugg-Gunn, Meneka K Sidhu, Suzanne O'Sullivan, Matthew Walker, Mahinda Yogarajah
{"title":"Functional seizures and their mimics: a retrospective service review of cases from a tertiary video telemetry database.","authors":"Peter Dudley, Jan Paul Marquez, Fiona Farrell, Jennifer Benson, Fergus Rugg-Gunn, Meneka K Sidhu, Suzanne O'Sullivan, Matthew Walker, Mahinda Yogarajah","doi":"10.1136/bmjno-2024-000738","DOIUrl":"10.1136/bmjno-2024-000738","url":null,"abstract":"<p><strong>Abstract: </strong></p><p><strong>Objective: </strong>Identify the proportion of patients referred with putative functional seizures (FS) that were subsequently re-diagnosed as epileptic seizures (ES), or an alternative diagnosis, following video telemetry EEG (VTEEG). In addition, describe the characteristics of those seizures.</p><p><strong>Methods: </strong>The VTEEG reports from patients admitted to the Chalfont Centre for Epilepsy between 2019 and 2022 were reviewed. Pre-VTEEG and post-VTEEG diagnoses were compared to identify whether a diagnostic revision was made from suspected FS to ES or another diagnosis. Diagnostic revision cases were then grouped into cohorts with associated features and reviewed to characterise and describe FS mimics.</p><p><strong>Results: </strong>444 VTEEG reports where patients had habitual events were identified. 4.7% of patients were referred with FS and were subsequently diagnosed with ES or another diagnosis. In this group, several cohorts could be identified including frontal lobe epileptic seizures, ES with functional overlay, insular or temporal lobe epileptic seizures associated with autonomic or marked experiential peri-ictal symptoms, and individuals who had both ES and FS but whose ES were revealed on medication withdrawal.</p><p><strong>Conclusion: </strong>In patients referred to a tertiary epilepsy unit, a small minority of cases had seizures diagnosed as functional and reclassified as epileptic or an alternative diagnosis. It is clinically important to be aware of these FS mimics.</p>","PeriodicalId":52754,"journal":{"name":"BMJ Neurology Open","volume":"6 2","pages":"e000738"},"PeriodicalIF":2.1,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11308881/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141908293","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"High prevalence of erectile dysfunction in male patients with acute stroke was associated with age but not to modifiable cardiovascular risk factors.","authors":"Christel Baagø Schjørring, Heidi Shil Eddelien, Jawad Haider Butt, Christina Kruuse","doi":"10.1136/bmjno-2024-000795","DOIUrl":"10.1136/bmjno-2024-000795","url":null,"abstract":"<p><strong>Background: </strong>Erectile dysfunction (ED) and stroke share common risk factors, and symptoms of ED often precede the development of clinical cardiovascular disease (CVD). However, little is known about how ED is associated with cardiovascular (CV) risk factors in patients who had a stroke and if concomitant ED is a marker of more severe CVD.</p><p><strong>Aims: </strong>We aimed to identify the prevalence of ED and CV risk factors in patients admitted with a stroke or transient ischaemic attack (TIA). Further, we wanted to test if self-reported ED associated with presence of CV risk factors, and if patients with ED had increased stroke severity compared with patients without ED.</p><p><strong>Methods: </strong>This was a post hoc analysis of data retrieved in a cross-sectional survey from two non-comprehensive stroke units in Denmark. Multiple logistic regression adjusted for covariates was performed to investigate the association between CV risk factors and self-reported ED.</p><p><strong>Results: </strong>We included 287 male patients of which 116 (40.4%) had self-reported ED. Advanced age was significantly associated with self-reported ED (reference ≤60 years: OR 3.93, 95% CI 1.84 to 8.37 for men 71-80 years and OR 4.61, 95% CI 1.92 to 11.08 for men >80 years). Self-reported ED was not significantly associated with CV risk factors or stroke severity.</p><p><strong>Discussion: </strong>Four in 10 men with acute stroke or TIA reported to have ED prior to their stroke, and this was associated with age rather than CV risk factors. Hence, self-reported ED was not restricted to the CVD load, nor was ED a risk marker for increased stroke severity. However, our population was of high age with well-established CVD, and the presence of ED may be a stroke risk marker in younger patients who had a stroke. Based on the prevalence, potential treatment of ED should be addressed in stroke recovery.</p>","PeriodicalId":52754,"journal":{"name":"BMJ Neurology Open","volume":"6 2","pages":"e000795"},"PeriodicalIF":2.1,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11298744/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141894859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cardioembolic stroke in an HIV endemic region: underdiagnosed and severe.","authors":"Eitzaz Sadiq, Angela Woodiwiss, Gavin Norton, Girish Modi","doi":"10.1136/bmjno-2023-000592","DOIUrl":"10.1136/bmjno-2023-000592","url":null,"abstract":"<p><strong>Background and objectives: </strong>Cardioembolic stroke (CES) appears to be a rare cause of stroke (4%-9%) in people living with HIV (PLWH) in sub-Saharan Africa (SSA). However, due to limited access to diagnostic resources, this may be an underestimate. It is also unclear which cardiac pathologies are the major contributors to CES in this region. We sought to determine the prevalence and aetiology of CES in PLWH and to determine whether there are any differences compared with HIV negative stroke patients.</p><p><strong>Methods: </strong>This cross-sectional study recruited PLWH with new-onset stroke at a quaternary-level hospital in Johannesburg, South Africa, from 2014 to 2017, and compared them to age-matched and sex-matched HIV negative stroke patients. Comprehensive investigations were performed to determine the underlying stroke aetiology, including electrocardiography, echocardiography, CT angiography and cerebrospinal fluid examination.</p><p><strong>Results: </strong>85 PLWH with ischaemic stroke were recruited and compared with 109 HIV negative controls. CES was identified in 17/85 (20.0%) of PLWH. These patients had more severe strokes than PLWH with non-CES (National Institutes of Health Stroke Scale score 14.9±6.7 vs 11.7±5.4, p=0.04). Cardiomyopathy was the predominant cardiac pathology in PLWH (76.4% vs 45.5% in HIV negative, p=0.04) while valvulopathy was more common in HIV negative patients (42.4% vs 11.8% in PLWH, p=0.03). Arrhythmia (n=1) and ischaemic heart disease (n=1) were uncommon in PLWH.</p><p><strong>Conclusion: </strong>CES is underdiagnosed in SSA and is more severe than non-CES. The identification of cardiomyopathy as the predominant underlying cardiac pathology may assist to target resources towards its detection using accessible cost-effective biomarkers.</p>","PeriodicalId":52754,"journal":{"name":"BMJ Neurology Open","volume":"6 2","pages":"e000592"},"PeriodicalIF":2.1,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11298736/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141894858","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Chloe Saunders, Hetashi Bawa, Daron Aslanyan, Frances Coleman, Helen Jinadu, Natasha Sigala, Nick Medford
{"title":"Treatment outcomes in the inpatient management of severe functional neurological disorder: a retrospective cohort study","authors":"Chloe Saunders, Hetashi Bawa, Daron Aslanyan, Frances Coleman, Helen Jinadu, Natasha Sigala, Nick Medford","doi":"10.1136/bmjno-2024-000675","DOIUrl":"https://doi.org/10.1136/bmjno-2024-000675","url":null,"abstract":"Background Functional neurological disorder (FND) is a heterogeneous condition; severe forms can be disabling. Multidisciplinary treatment and rehabilitation are recommended for severe FND, but there remains a lack of evidence for its efficacy and lack of understanding of the predictors and components of recovery. Methods We report clinical outcome data for an inpatient cohort with severe FND. Clinical Global Impression Improvement with treatment is the primary outcome measure. Admission and discharge measures (Euroqol quality of life measures, Beck Depression Inventory, Spielberger Trait Anxiety Inventory, Cambridge Depersonalisation Scale, Illness Perception Questionnaire (Revised) and Functional Mobility Scale) are reported as secondary outcomes. Results We describe an FND cohort (n=52) with chronic illness (mean symptom duration 9.7 years). At admission, there were clinically relevant levels of depression, anxiety and depersonalisation derealisation. At the time of discharge, most (43/52) patients’ global condition had improved. Measures of mobility, depression and quality of life also significantly improved while at discharge, symptoms were experienced as more understandable and less distressing than at admission. An admission measure of patient confidence in treatment was predictive of eventual clinical outcome. Conclusions The most frequent outcome of inpatient rehabilitation is global improvement, even when symptoms are chronic and severe, reflected in measurable changes in both physical and psychological functioning. Significant levels of depersonalisation derealisation seen in this patient group suggest that routine enquiry into such experiences could help personalise FND treatment approaches. Patient confidence in treatment is key in determining clinical outcomes. As stated in the paper, data generated using the CRIS system need to remain within the SLAM firewall, but it is possible for these data to be released on reasonable request and the obtaining of the necessary permissions.","PeriodicalId":52754,"journal":{"name":"BMJ Neurology Open","volume":"14 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141531930","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jens Jürgen Schwarze, Sophie Schumann, Silvio Brandt, Olaf Dirsch, Bernhard Rosengarten
{"title":"Thrombus age does not differentiate between cardiogenic and atherosclerotic strokes","authors":"Jens Jürgen Schwarze, Sophie Schumann, Silvio Brandt, Olaf Dirsch, Bernhard Rosengarten","doi":"10.1136/bmjno-2024-000724","DOIUrl":"https://doi.org/10.1136/bmjno-2024-000724","url":null,"abstract":"Objective Interventional stroke therapy made thrombi available for histological analysis. Unfortunately, simple composition aspects such as erythrocyte versus fibrin/platelet rich did not allow a feasible allocation to thrombi’s cardiac or carotid origin. Since the mentioned criteria represent characteristics of thrombus age, we used established histological criteria for determining thrombus age in patients who had an atherosclerotic (TOAST (Trial of Org 10172 in Acute stroke Treatment) 1) stroke versus patients who had a cardioembolic (TOAST 2) stroke. Methods We assessed prospectively data from stroke patients presenting with occlusion of the middle cerebral artery eligible for catheter-based intervention. Besides patient characteristics and stroke workup, extracted thrombi were classified into different age categories according to their cellular to fibrotic transition. Thrombi were collected in an erythrocyte lysing solution to reduce acute clotting effects. Statistics were done with a non-parametric Kolmogorov-Smirnov test. Results 170 patients were included, of which 50 (38 men; 73±12 years) had a TOAST 1 and 99 (59 women; 75±10 years) had a TOAST 2 categorised stroke. Age, National Institutes of Health Stroke Score (13±7 vs 15±7), Alberta Stroke Program Early CT Score (9±3 vs 9±2), Thrombolysis in Cerebral Infarction Score (2.9±0.2 vs 2.9±0.3), modified Rankin Score on discharge (3.2±2 vs 3.2±2), number of vascular risk factors (0.9±1.4 vs 1.0±1.1) or time span between symptom onset to reperfusion (266±115 vs 260±128 min) remained non-significant. Also, thrombus age did not differ between the groups. The mean age of thrombi was 5–8 days. However, the male–female ratio differed significantly (p<0.0005) between groups, with more men in TOAST 1 group and more women in TOAST 2 group. Conclusion Age aspects of thrombi seem not feasible to allow reliable source allocation. However, the young age of thrombi points to a rapid detachment. The difference in sex relation is in line with previous reports. Data are available upon reasonable request. Due to local privacy policy conditions data are not publicly available. In case of interest a request should be sent to the corresponding author.","PeriodicalId":52754,"journal":{"name":"BMJ Neurology Open","volume":"17 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141551161","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
David Brouwer, Hamilton Morrin, Timothy R Nicholson, Devin B Terhune, Michelle Schrijnemaekers, Mark J Edwards, Jeannette Gelauff, Paul Shotbolt
{"title":"Virtual reality in functional neurological disorder: a theoretical framework and research agenda for use in the real world","authors":"David Brouwer, Hamilton Morrin, Timothy R Nicholson, Devin B Terhune, Michelle Schrijnemaekers, Mark J Edwards, Jeannette Gelauff, Paul Shotbolt","doi":"10.1136/bmjno-2023-000622","DOIUrl":"https://doi.org/10.1136/bmjno-2023-000622","url":null,"abstract":"Functional neurological disorder (FND) is a common and disabling condition at the intersection of neurology and psychiatry. Despite remarkable progress over recent decades, the mechanisms of FND are still poorly understood and there are limited diagnostic tools and effective treatments. One potentially promising treatment modality for FND is virtual reality (VR), which has been increasingly applied to a broad range of conditions, including neuropsychiatric disorders. FND has unique features, many of which suggest the particular relevance for, and potential efficacy of, VR in both better understanding and managing the disorder. In this review, we describe how VR might be leveraged in the treatment and diagnosis of FND (with a primary focus on motor FND and persistent perceptual-postural dizziness given their prominence in the literature), as well as the elucidation of neurocognitive mechanisms and symptom phenomenology. First, we review what has been published to date on the applications of VR in FND and related neuropsychiatric disorders. We then discuss the hypothesised mechanism(s) underlying FND, focusing on the features that are most relevant to VR applications. Finally, we discuss the potential of VR in (1) advancing mechanistic understanding, focusing specifically on sense of agency, attention and suggestibility, (2) overcoming diagnostic challenges and (3) developing novel treatment modalities. This review aims to develop a theoretical foundation and research agenda for the use of VR in FND that might be applicable or adaptable to other related disorders.","PeriodicalId":52754,"journal":{"name":"BMJ Neurology Open","volume":"24 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141551162","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Alex Gordon, Daniel Lashley, Martin Sadler, Simon Edwards, Azlisham Mohd Nor, Elizabeth Househam, Alex Shah, Michael O’Gara, Eiman Abdelgadir, Omar Al Masri, Ginette Crossingham, Stephen Mullin, Stuart Weatherby
{"title":"Attending system for acute neurology care: experience in a UK centre","authors":"Alex Gordon, Daniel Lashley, Martin Sadler, Simon Edwards, Azlisham Mohd Nor, Elizabeth Househam, Alex Shah, Michael O’Gara, Eiman Abdelgadir, Omar Al Masri, Ginette Crossingham, Stephen Mullin, Stuart Weatherby","doi":"10.1136/bmjno-2023-000625","DOIUrl":"https://doi.org/10.1136/bmjno-2023-000625","url":null,"abstract":"Acute neurology makes up 10%–20% of the acute medical take in UK hospitals.[1][1] Despite this, almost two-thirds of patients with acute neurological problems in the UK are admitted to hospitals without any neurology inpatient beds.[2][2] Getting It Right First Time (GIRFT) is a national","PeriodicalId":52754,"journal":{"name":"BMJ Neurology Open","volume":"28 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141754010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
BMJ Neurology OpenPub Date : 2024-06-26eCollection Date: 2024-01-01DOI: 10.1136/bmjno-2023-000503
Joseph Branco, Jui-Kai Wang, Tobias Elze, Mona K Garvin, Louis R Pasquale, Randy Kardon, Brian Woods, David Szanto, Mark J Kupersmith
{"title":"Classifying and quantifying changes in papilloedema using machine learning.","authors":"Joseph Branco, Jui-Kai Wang, Tobias Elze, Mona K Garvin, Louis R Pasquale, Randy Kardon, Brian Woods, David Szanto, Mark J Kupersmith","doi":"10.1136/bmjno-2023-000503","DOIUrl":"10.1136/bmjno-2023-000503","url":null,"abstract":"<p><strong>Background: </strong>Machine learning (ML) can differentiate papilloedema from normal optic discs using fundus photos. Currently, papilloedema severity is assessed using the descriptive, ordinal Frisén scale. We hypothesise that ML can quantify papilloedema and detect a treatment effect on papilloedema due to idiopathic intracranial hypertension.</p><p><strong>Methods: </strong>We trained a convolutional neural network to assign a Frisén grade to fundus photos taken from the Idiopathic Intracranial Hypertension Treatment Trial (IIHTT). We applied modified subject-based fivefold cross-validation to grade 2979 longitudinal images from 158 participants' study eyes (ie, the eye with the worst mean deviation) in the IIHTT. Compared with the human expert-determined grades, we hypothesise that ML-estimated grades can also demonstrate differential changes over time in the IIHTT study eyes between the treatment (acetazolamide (ACZ) plus diet) and placebo (diet only) groups.</p><p><strong>Findings: </strong>The average ML-determined grade correlated strongly with the reference standard (r=0.76, p<0.001; mean absolute error=0.54). At the presentation, treatment groups had similar expert-determined and ML-determined Frisén grades. The average ML-determined grade for the ACZ group (1.7, 95% CI 1.5 to 1.8) was significantly lower (p=0.0003) than for the placebo group (2.3, 95% CI 2.0 to 2.5) at the 6-month trial outcome.</p><p><strong>Interpretation: </strong>Supervised ML of fundus photos quantified the degree of papilloedema and changes over time reflecting the effects of ACZ. Given the increasing availability of fundus photography, neurologists will be able to use ML to quantify papilloedema on a continuous scale that incorporates the features of the Frisén grade to monitor interventions.</p>","PeriodicalId":52754,"journal":{"name":"BMJ Neurology Open","volume":"6 1","pages":"e000503"},"PeriodicalIF":2.1,"publicationDate":"2024-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11216071/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141477952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
BMJ Neurology OpenPub Date : 2024-06-25eCollection Date: 2024-01-01DOI: 10.1136/bmjno-2024-000707
Minyan Zeng, Luke Smith, Alix Bird, Vincent Quoc-Nam Trinh, Stephen Bacchi, Jackson Harvey, Mark Jenkinson, Rebecca Scroop, Timothy Kleinig, Jim Jannes, Lyle J Palmer
{"title":"Predictions for functional outcome and mortality in acute ischaemic stroke following successful endovascular thrombectomy.","authors":"Minyan Zeng, Luke Smith, Alix Bird, Vincent Quoc-Nam Trinh, Stephen Bacchi, Jackson Harvey, Mark Jenkinson, Rebecca Scroop, Timothy Kleinig, Jim Jannes, Lyle J Palmer","doi":"10.1136/bmjno-2024-000707","DOIUrl":"10.1136/bmjno-2024-000707","url":null,"abstract":"<p><strong>Background: </strong>Accurate outcome predictions for patients who had ischaemic stroke with successful reperfusion after endovascular thrombectomy (EVT) may improve patient treatment and care. Our study developed prediction models for key clinical outcomes in patients with successful reperfusion following EVT in an Australian population.</p><p><strong>Methods: </strong>The study included all patients who had ischaemic stroke with occlusion in the proximal anterior cerebral circulation and successful reperfusion post-EVT over a 7-year period. Multivariable logistic regression and Cox regression models, incorporating bootstrap and multiple imputation techniques, were used to identify predictors and develop models for key clinical outcomes: 3-month poor functional status; 30-day, 1-year and 3-year mortality; survival time.</p><p><strong>Results: </strong>A total of 978 patients were included in the analyses. Predictors associated with one or more poor outcomes include: older age (ORs for every 5-year increase: 1.22-1.40), higher premorbid functional modified Rankin Scale (ORs: 1.31-1.75), higher baseline National Institutes of Health Stroke Scale (ORs: 1.05-1.07) score, higher blood glucose (ORs: 1.08-1.19), larger core volume (ORs for every 10 mL increase: 1.10-1.22), pre-EVT thrombolytic therapy (ORs: 0.44-0.56), history of heart failure (outcome: 30-day mortality, OR=1.87), interhospital transfer (ORs: 1.42 to 1.53), non-rural/regional stroke onset (outcome: functional dependency, OR=0.64), longer onset-to-groin puncture time (outcome: 3-year mortality, OR=1.08) and atherosclerosis-caused stroke (outcome: functional dependency, OR=1.68). The models using these predictors demonstrated moderate predictive abilities (area under the receiver operating characteristic curve range: 0.752-0.796).</p><p><strong>Conclusion: </strong>Our models using real-world predictors assessed at hospital admission showed satisfactory performance in predicting poor functional outcomes and short-term and long-term mortality for patients with successful reperfusion following EVT. These can be used to inform EVT treatment provision and consent.</p>","PeriodicalId":52754,"journal":{"name":"BMJ Neurology Open","volume":"6 1","pages":"e000707"},"PeriodicalIF":2.1,"publicationDate":"2024-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11202712/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141460616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}