Literature DB >> 34376505

Association of Silent Cerebrovascular Disease Identified Using Natural Language Processing and Future Ischemic Stroke.

David M Kent1, Lester Y Leung2, Yichen Zhou2, Patrick H Luetmer2, David F Kallmes2, Jason Nelson2, Sunyang Fu2, Chengyi Zheng2, Hongfang Liu2, Wansu Chen2.   

Abstract

BACKGROUND AND OBJECTIVES: Silent cerebrovascular disease (SCD), comprising silent brain infarction (SBI) and white matter disease (WMD), is commonly found incidentally on neuroimaging scans obtained in routine clinical care. Their prognostic significance is not known. We aimed to estimate the incidence of and risk increase in future stroke in patients with incidentally discovered SCD.
METHODS: Patients in the Kaiser Permanente Southern California (KPSC) health system aged ≥50 years, without prior ischemic stroke, transient ischemic attack (TIA), or dementia/Alzheimer disease receiving a head CT or MRI between 2009 and 2019 were included. SBI and WMD were identified by natural language processing (NLP) from the neuroimage report.
RESULTS: Among 262,875 individuals receiving neuroimaging, NLP identified 13,154 (5.0%) with SBI and 78,330 (29.8%) with WMD. The incidence of future stroke was 32.5 (95% confidence interval [CI] 31.1, 33.9) per 1,000 patient-years for patients with SBI: 19.3 (95% CI 18.9, 19.8) for patients with WMD and 6.8 (95% CI 6.7, 7.0) for patients without SCD. The crude hazard ratio (HR) associated with SBI was 3.40 (95% CI 3.25 to 3.56) and for WMD 2.63 (95% CI 2.54 to 2.71). With MRI-discovered SBI, the adjusted HR was 2.95 (95% CI 2.53 to 3.44) for those <65 years of age and 2.15 (95% CI 1.91 to 2.41) for those ≥65. With CT scan, the adjusted HR was 2.48 (95% CI 2.19 to 2.81) for those <65 and 1.81 (95% CI 1.71 to 1.91) for those ≥65. The adjusted HR associated with a finding of WMD was 1.76 (95% CI 1.69 to 1.82) and was not modified by age or imaging modality. DISCUSSION: Incidentally discovered SBI and WMD are common and associated with increased risk of subsequent symptomatic stroke, representing an important opportunity for stroke prevention.
© 2021 American Academy of Neurology.

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Year:  2021        PMID: 34376505      PMCID: PMC8480402          DOI: 10.1212/WNL.0000000000012602

Source DB:  PubMed          Journal:  Neurology        ISSN: 0028-3878            Impact factor:   11.800


  30 in total

1.  Apixaban versus aspirin in patients with atrial fibrillation and previous stroke or transient ischaemic attack: a predefined subgroup analysis from AVERROES, a randomised trial.

Authors:  Hans-Christoph Diener; John Eikelboom; Stuart J Connolly; Campbell D Joyner; Robert G Hart; Gregory Y H Lip; Martin O'Donnell; Stefan H Hohnloser; Graeme J Hankey; Olga Shestakovska; Salim Yusuf
Journal:  Lancet Neurol       Date:  2012-02-01       Impact factor: 44.182

2.  Revised Framingham Stroke Risk Score, Nontraditional Risk Markers, and Incident Stroke in a Multiethnic Cohort.

Authors:  Peter Flueckiger; Will Longstreth; David Herrington; Joseph Yeboah
Journal:  Stroke       Date:  2018-01-08       Impact factor: 7.914

3.  A pragmatic-explanatory continuum indicator summary (PRECIS): a tool to help trial designers.

Authors:  Kevin E Thorpe; Merrick Zwarenstein; Andrew D Oxman; Shaun Treweek; Curt D Furberg; Douglas G Altman; Sean Tunis; Eduardo Bergel; Ian Harvey; David J Magid; Kalipso Chalkidou
Journal:  CMAJ       Date:  2009-04-16       Impact factor: 8.262

4.  Small Brain Lesions and Incident Stroke and Mortality: A Cohort Study.

Authors:  B Gwen Windham; Bradley Deere; Michael E Griswold; Wanmei Wang; Daniel C Bezerra; Dean Shibata; Kenneth Butler; David Knopman; Rebecca F Gottesman; Gerardo Heiss; Thomas H Mosley
Journal:  Ann Intern Med       Date:  2015-07-07       Impact factor: 25.391

5.  Relation of leukoaraiosis to lesion type in stroke patients.

Authors:  A Hijdra; B Verbeeten; J A Verhulst
Journal:  Stroke       Date:  1990-06       Impact factor: 7.914

Review 6.  Silent Brain Infarction and Risk of Future Stroke: A Systematic Review and Meta-Analysis.

Authors:  Ajay Gupta; Ashley E Giambrone; Gino Gialdini; Caitlin Finn; Diana Delgado; Jose Gutierrez; Clinton Wright; Alexa S Beiser; Sudha Seshadri; Ankur Pandya; Hooman Kamel
Journal:  Stroke       Date:  2016-03       Impact factor: 7.914

Review 7.  Silent brain infarcts: a systematic review.

Authors:  Sarah E Vermeer; William T Longstreth; Peter J Koudstaal
Journal:  Lancet Neurol       Date:  2007-07       Impact factor: 44.182

8.  Sociodemographic characteristics of members of a large, integrated health care system: comparison with US Census Bureau data.

Authors:  Corinna Koebnick; Annette M Langer-Gould; Michael K Gould; Chun R Chao; Rajan L Iyer; Ning Smith; Wansu Chen; Steven J Jacobsen
Journal:  Perm J       Date:  2012

Review 9.  Prevention of Stroke in Patients With Silent Cerebrovascular Disease: A Scientific Statement for Healthcare Professionals From the American Heart Association/American Stroke Association.

Authors:  Eric E Smith; Gustavo Saposnik; Geert Jan Biessels; Fergus N Doubal; Myriam Fornage; Philip B Gorelick; Steven M Greenberg; Randall T Higashida; Scott E Kasner; Sudha Seshadri
Journal:  Stroke       Date:  2016-12-15       Impact factor: 10.170

10.  Collider scope: when selection bias can substantially influence observed associations.

Authors:  Marcus R Munafò; Kate Tilling; Amy E Taylor; David M Evans; George Davey Smith
Journal:  Int J Epidemiol       Date:  2018-02-01       Impact factor: 7.196

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  2 in total

1.  Development of Parkinson Disease and Its Relationship with Incidentally Discovered White Matter Disease and Covert Brain Infarction in a Real-World Cohort.

Authors:  David M Kent; Lester Y Leung; Eric J Puttock; Andy Y Wang; Patrick H Luetmer; David F Kallmes; Jason Nelson; Sunyang Fu; Chengyi Zheng; Ellen M Vickery; Hongfang Liu; Alastair J Noyce; Wansu Chen
Journal:  Ann Neurol       Date:  2022-08-17       Impact factor: 11.274

2.  High-Intensity Post-Stroke Rehabilitation Is Associated with Lower Risk of Pressure Ulcer Development in Patients with Stroke: Real-World Evidence from a Nationwide, Population-Based Cohort Study.

Authors:  Ying-Chu Chen; Tai-Li Chen; Chia-Chun Cheng; Yu-Cih Yang; Jen-Hung Wang; Hei-Tung Yip; Chung-Yi Hsu; Hung-Yu Cheng
Journal:  Medicina (Kaunas)       Date:  2022-03-08       Impact factor: 2.430

  2 in total

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