White Matter Hyperintensities Improve Ischemic Stroke Recurrence Prediction

被引:14
|
作者
Andersen, Soren Due [1 ,5 ]
Larsen, Torben Bjerregaard [2 ,5 ]
Gorst-Rasmussen, Anders [3 ,5 ]
Yavarian, Yousef [4 ]
Lip, Gregory Y. H. [5 ,7 ]
Bach, Flemming W. [1 ,6 ]
机构
[1] Aalborg Univ Hosp, Dept Neurol, Ladegaardsgade 5, DK-9000 Aalborg, Denmark
[2] Aalborg Univ Hosp, Ctr Cardiovasc Res, Dept Cardiol, Aalborg, Denmark
[3] Aalborg Univ Hosp, Unit Clin Biostat, Aalborg, Denmark
[4] Aalborg Univ Hosp, Dept Radiol, Aalborg, Denmark
[5] Aalborg Univ, Fac Hlth, Aalborg Thrombosis Res Unit, Dept Clin Med, Aalborg, Denmark
[6] Aarhus Univ Hosp, Dept Neurol, Aarhus, Denmark
[7] Univ Birmingham, City Hosp, Inst Cardiovasc Sci, Birmingham, W Midlands, England
关键词
Ischemic stroke; Risk stratification; White matter hyperintensities; Magnetic resonance imaging; Prognosis; SMALL VESSEL DISEASE; ATRIAL-FIBRILLATION; RISK STRATIFICATION; LEUKOARAIOSIS; THROMBOEMBOLISM; REGISTER; OUTCOMES; MODELS; COHORT;
D O I
10.1159/000450962
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: Nearly one in 5 patients with ischemic stroke will invariably experience a second stroke within 5 years. Stroke risk stratification schemes based solely on clinical variables perform only modestly in non-atrial fibrillation (AF) patients and improvement of these schemes will enhance their clinical utility. Cerebral white matter hyperintensities are associated with an increased risk of incident ischemic stroke in the general population, whereas their association with the risk of ischemic stroke recurrence is more ambiguous. In a non-AF stroke cohort, we investigated the association between cerebral white matter hyperintensities and the risk of recurrent ischemic stroke, and we evaluated the predictive performance of the CHA(2)DS(2)VASc score and the Essen Stroke Risk Score (clinical scores) when augmented with information on white matter hyperintensities. Methods: In a registry-based, observational cohort study, we included 832 patients (mean age 59.6 (SD 13.9); 42.0% females) with incident ischemic stroke and no AF. We assessed the severity of white matter hyperintensities using MRI. Hazard ratios stratified by the white matter hyperintensities score and adjusted for the components of the CHA(2)DS(2)VASc score were calculated based on the Cox proportional hazards analysis. Recalibrated clinical scores were calculated by adding one point to the score for the presence of moderate to severe white matter hyperintensities. The discriminatory performance of the scores was assessed with the C-statistic. Results: White matter hyperintensities were significantly associated with the risk of recurrent ischemic stroke after adjusting for clinical risk factors. The hazard ratios ranged from 1.65 (95% CI 0.70-3.86) for mild changes to 5.28 (95% CI 1.98-14.07) for the most severe changes. C-statistics for the prediction of recurrent ischemic stroke were 0.59 (95% CI 0.51-0.65) for the CHA(2)DS(2)VASc score and 0.60 (95% CI 0.53-0.68) for the Essen Stroke Risk Score. The recalibrated clinical scores showed improved C-statistics: the recalibrated CHA(2)DS(2)VASc score 0.62 (95% CI 0.54-0.70; p = 0.024) and the recalibrated Essen Stroke Risk Score 0.63 (95% CI 0.56-0.71; p = 0.031). C-statistics of the white matter hyperintensities score were 0.62 (95% CI 0.52-0.68) to 0.65 (95% CI 0.58-0.73). Conclusions: An increasing burden of white matter hyperintensities was independently associated with recurrent ischemic stroke in a cohort of non-AF ischemic stroke patients. Recalibration of the CHA(2)DS(2)VASc score and the Essen Stroke Risk Score with one point for the presence of moderate to severe white matter hyperintensities led to improved discriminatory performance in ischemic stroke recurrence prediction. Risk scores based on white matter hyperintensities alone were at least as accurate as the established clinical risk scores in the prediction of ischemic stroke recurrence. (C) 2016 S. Karger AG, Basel
引用
收藏
页码:17 / 24
页数:8
相关论文
共 50 条
  • [1] Quantitative Analysis of White Matter Hyperintensities as a Predictor of 1-Year Risk for Ischemic Stroke Recurrence
    Sun, Yi
    Xia, Wenping
    Wei, Ran
    Dai, Zedong
    Sun, Xilin
    Zhu, Jie
    Song, Bin
    Wang, Hao
    NEUROLOGY AND THERAPY, 2024, 13 (05) : 1467 - 1482
  • [2] Right hemispheric white matter hyperintensities improve the prediction of spatial neglect severity in acute stroke
    Rohrig, Lisa
    Sperber, Christoph
    Bonilha, Leonardo
    Rorden, Christopher
    Karnath, Hans-Otto
    NEUROIMAGE-CLINICAL, 2022, 36
  • [3] Magnetic resonance imaging white matter hyperintensities and mechanism of ischemic stroke
    Mäntylä, R
    Aronen, HJ
    Salonen, O
    Pohjasvaara, T
    Korpelainen, M
    Peltonen, T
    Standertskjöld-Nordenstam, CG
    Kaste, M
    Erkinjuntti, T
    STROKE, 1999, 30 (10) : 2053 - 2058
  • [4] Long-term progression of white matter hyperintensities in ischemic stroke
    Holmegaard, Lukas
    Jensen, Christer
    Redfors, Petra
    Blomstrand, Christian
    Jern, Christina
    Jood, Katarina
    ACTA NEUROLOGICA SCANDINAVICA, 2018, 138 (06): : 548 - 556
  • [5] Blood pressure variability and white matter hyperintensities after ischemic stroke
    Hilkens, Nina A.
    Leeuw, Frank-Erik de
    Klijn, Catharina J. M.
    Richard, Edo
    CEREBRAL CIRCULATION-COGNITION AND BEHAVIOR, 2024, 6
  • [6] Hemoglobin is Associated with Periventricular but Not Deep White Matter Hyperintensities in Lacunar Ischemic Stroke
    Pan, Jie
    Yin, Bo
    Xu, Zi-Qi
    Lou, Hai-Yan
    Liang, Hui
    CNS NEUROSCIENCE & THERAPEUTICS, 2013, 19 (08) : 632 - 634
  • [7] Importance of White Matter Hyperintensities Load in Ischemic Stroke with Mild Neurological Deficit
    Ryu, Wi-sun
    Kim, Dong-eog
    Bae, Hee-joon
    CEREBROVASCULAR DISEASES, 2020, 49 (SUPPL 1) : 117 - 117
  • [8] Association of Plasma Lipids with White Matter Hyperintensities in Patients with Acute Ischemic Stroke
    Liu, Yongkang
    Yuan, Cuiping
    Chen, Xiao
    Fang, Xiaokun
    Hao, Jingru
    Zhou, Maodong
    Sun, Xin
    Wu, Minghua
    Wang, Zhongqiu
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2023, 16 : 5405 - 5415
  • [9] Arterial Tortuosity and Its Correlation with White Matter Hyperintensities in Acute Ischemic Stroke
    Shang, Ke
    Chen, Xiao
    Cheng, Chang
    Luo, Xiang
    Xu, Shabei
    Wang, Wei
    Liu, Chenchen
    NEURAL PLASTICITY, 2022, 2022
  • [10] Genetic Architecture of White Matter Hyperintensities Differs in Hypertensive and Nonhypertensive Ischemic Stroke
    Adib-Samii, Poneh
    Devan, William
    Traylor, Matthew
    Lanfranconi, Silvia
    Zhang, Cathy R.
    Cloonan, Lisa
    Falcone, Guido J.
    Radmanesh, Farid
    Fitzpatrick, Kaitlin
    Kanakis, Allison
    Rothwell, Peter M.
    Sudlow, Cathie
    Boncoraglio, Giorgio B.
    Meschia, James F.
    Levi, Chris
    Dichgans, Martin
    Bevan, Steve
    Rosand, Jonathan
    Rost, Natalia S.
    Markus, Hugh S.
    STROKE, 2015, 46 (02) : 348 - 353