Proposal of a prediction score for hematoma expansion after intracerebral hemorrhage

被引:5
|
作者
Kong, X. Y. [1 ]
Qian, W. [2 ]
Dong, J. [2 ]
Qian, Z. Y. [2 ]
机构
[1] Huzhou Teachers Coll, Affiliated Hosp 1, Peoples Hosp Huzhou 1, Dept Neurosurg, Huzhou, Zhejiang, Peoples R China
[2] Soochow Univ, Affiliated Hosp 2, Dept Neurosurg, Suzhou, Peoples R China
关键词
Intracerebrat hemorrhage; Hematoma expansion; Non-enhanced CT; Prediction; Score;
D O I
10.1016/j.medin.2019.08.004
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Objective: To propose and validate a prediction score for intracerebral hemorrhage (ICH) patients at risk of hematoma expansion (HE). Design: A retrospective observational study was designed to propose and validate the score. Setting: Sanxiang Road branch and Xuguan branch belonging to the Second Affiliated Hospital of Soochow University (China). Patients: A total of 317 ICH patients in Sanxiang Road branch were registered as the development cohort, and 109 ICH patients in Xuguan branch were enrolled as the validation cohort. Procedure: Independent risk factors for HE were identified using multiple logistic regression analysis. A prediction score was then proposed based on beta coefficients and preliminarily verified in the validation cohort. Main variables: All clinical data of the patients were compiled from the electronic medical records. Hematoma expansion was defined as an increase in hematoma volume >33% or absolute hematoma growth >6 ml from the initial scan. Specific non-contrast CT(NCCT) signs were identified by two observers independently. Results: Our score demonstrated satisfactory discrimination ability for HE (area under the ROC curve 0.854 in the development cohort versus 0.893 in the validation cohort). Appropriate calibration was found in the development cohort, whereas calibration in the validation cohort was slightly tower but still within the accuracy range (maximum deviation, average deviation and P were 0.070, 0.028, 0.773, respectively, versus 0.114, 0.056, 0.156). Decision curve analysis of the score from two samples were both far from the curve of treat all and curve of treat none, which verified its security and reliability. Patients with a total score >= 4.5 were at greatest risk of HE. Conclusion: The score may provide some reference and help in accurately identifying individuals at high risk of HE, allowing rapid guidance of clinical management and also serving as an aid in clinical trials. (C) 2019 The Authors. Published by Elsevier Espana, S.L.U.
引用
收藏
页码:147 / 155
页数:9
相关论文
共 50 条
  • [31] Predicting hematoma expansion after intracerebral hemorrhage: a comparison of clinician prediction with deep learning radiomics models
    Yu, Boyang
    Melmed, Kara R.
    Frontera, Jennifer
    Zhu, Weicheng
    Huang, Haoxu
    Qureshi, Adnan I.
    Maggard, Abigail
    Steinhof, Michael
    Kuohn, Lindsey
    Kumar, Arooshi
    Berson, Elisa R.
    Tran, Anh T.
    Payabvash, Seyedmehdi
    Ironside, Natasha
    Brush, Benjamin
    Dehkharghani, Seena
    Razavian, Narges
    Ranganath, Rajesh
    NEUROCRITICAL CARE, 2025,
  • [32] Warfarin, hematoma expansion, and outcome of intracerebral hemorrhage
    Flibotte, JJ
    Hagan, N
    O'Donnell, J
    Greenberg, SM
    Rosand, J
    NEUROLOGY, 2004, 63 (06) : 1059 - 1064
  • [33] A Reassessment of Hemoglobin and Hematoma Expansion in Intracerebral Hemorrhage
    Stretz, Christoph
    Mac Grory, Brian C.
    Mahta, Ali
    El Jamal, Sleiman
    Sacchetti, Daniel C.
    Burton, Tina
    Cutting, Shawna M.
    Madsen, Tracy
    Wendell, Linda
    Thompson, Bradford B.
    Furie, Karen L.
    Reznik, Michael
    STROKE, 2021, 52
  • [34] Hematoma expansion in intracerebral hemorrhage – the right target?
    David Haupenthal
    Stefan Schwab
    Joji B. Kuramatsu
    Neurological Research and Practice, 5
  • [35] Hematoma Expansion in Intracerebral Hemorrhage With Unclear Onset
    Morotti, Andrea
    Boulouis, Gregoire
    Charidimou, Andreas
    Li, Qi
    Poli, Loris
    Costa, Paolo
    De Giuli, Valeria
    Leuci, Eleonora
    Mazzacane, Federico
    Busto, Giorgio
    Arba, Francesco
    Brancaleoni, Laura
    Giacomozzi, Sebastiano
    Simonetti, Luigi
    Laudisi, Michele
    Micieli, Giuseppe
    Cavallini, Anna
    Candeloro, Elisa
    Gamba, Massimo
    Magoni, Mauro
    Warren, Andrew D.
    Anderson, Christopher D.
    Gurol, M. Edip
    Biffi, Alessandro
    Viswanathan, Anand
    Casetta, Ilaria
    Fainardi, Enrico
    Zini, Andrea
    Pezzini, Alessandro
    Padovani, Alessandro
    Greenberg, Steven M.
    Rosand, Jonathan
    Goldstein, Joshua N.
    NEUROLOGY, 2021, 96 (19) : E2363 - E2371
  • [36] A reassessment of hemoglobin and hematoma expansion in intracerebral hemorrhage
    Stretz, Christoph
    Mahta, Ali
    Witsch, Jens
    Burton, Tina
    Yaghi, Shadi
    Furie, Karen L.
    Reznik, Michael E.
    JOURNAL OF STROKE & CEREBROVASCULAR DISEASES, 2023, 32 (11):
  • [37] Hematoma Expansion following Acute Intracerebral Hemorrhage
    Brouwers, H. Bart
    Greenberg, Steven M.
    CEREBROVASCULAR DISEASES, 2013, 35 (03) : 195 - 201
  • [38] Hematoma Expansion in Intracerebral Hemorrhage: Time Is the Enemy
    Fandler-Hoefler, Simon
    Murthy, Santosh B.
    STROKE, 2025, 56 (04) : 848 - 849
  • [39] Hematoma expansion in intracerebral hemorrhage - the right target?
    Haupenthal, David
    Schwab, Stefan
    Kuramatsu, Joji B.
    NEUROLOGICAL RESEARCH AND PRACTICE, 2023, 5 (01):
  • [40] Prediction of Hematoma Expansion in Intracerebral Hemorrhage in 24 Hours by Machine Learning Algorithm
    Du, Chaonan
    Li, Yan
    Yang, Mingfei
    Ma, Qingfang
    Ge, Sikai
    Ma, Chiyuan
    WORLD NEUROSURGERY, 2024, 185 : E475 - E483