Corticospinal Tract Lesion Load: An Imaging Biomarker for Stroke Motor Outcomes

被引:248
作者
Feng, Wuwei [1 ,5 ]
Wang, Jasmine [2 ]
Chhatbar, Pratik Y. [1 ]
Doughty, Christopher [2 ]
Landsittel, Douglas [3 ]
Lioutas, Vasileios-Arsenios [2 ]
Kautz, Steven A. [4 ,5 ]
Schlaug, Gottfried [2 ]
机构
[1] Med Univ S Carolina, Dept Neurol, MUSC Stroke Ctr, Charleston, SC 29425 USA
[2] Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Neuroimaging & Stroke Recovery Lab, Boston, MA 02215 USA
[3] Univ Pittsburgh, Dept Med, Sect Biomarkers & Predict Modeling, Pittsburgh, PA USA
[4] Ralph H Johnson VA Med Ctr, Charleston, SC USA
[5] Med Univ S Carolina, Dept Hlth Sci & Res, Charleston, SC 29425 USA
基金
美国国家卫生研究院;
关键词
ACUTE ISCHEMIC-STROKE; PROGNOSTIC VALUE; RECOVERY; STIMULATION; RELIABILITY; IMPAIRMENT; POSTSTROKE; INTEGRITY; DEPENDS; SIZE;
D O I
10.1002/ana.24510
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: The aim of this work was to investigate whether an imaging measure of corticospinal tract (CST) injury in the acute phase can predict motor outcome at 3 months in comparison to clinical assessment of initial motor impairment. Methods: A two-site prospective cohort study followed up a group of first-ever ischemic stroke patients using the Upper-Extremity Fugl-Meyer (UE-FM) Scale to measure motor impairment in the acute phase and at 3 months. A weighted CST lesion load (wCST-LL)was calculated by overlaying the patient's lesion map on magnetic resonance imaging with a probabilistic CST constructed from healthy control subjects. Regression models were fit to assess the predictive value of wCST-LL and compared with initial motor impairment. Results: Seventy-six patients (37 from cohort 1 and 39 from cohort 2) completed the study. wCST-LL as well as assessment of motor impairment (UE-FM) in the acute phase correlated with motor impairment (UE-FM) at 3 months in both cohort 1 (R-2 = 0.69 vs. R-2 = 0.67; p = 0.43) and cohort 2 (R-2 = 0.69 vs. R-2 = 0.62; p = 0.25). In the severely impaired subgroup (defined as UE-FM <= 10 at baseline), wCST-LL correlated with outcomes significantly better than clinical assessment (R-2 = 0.47 vs. R-2 = 0.11; p = 0.03). In the nonseverely impaired subgroup, stroke patients recovered approximately 70% of their maximal recovery potential. All stroke patients in both cohorts had poor motor outcomes at 3 months (defined as UE-FM <= 25) when wCST-LL was >= 7.0 cc (positive predictive value was 100%). Interpretation: wCST-LL, an imaging biomarker determined in the acute phase, can predict poststroke motor outcomes at 3 months, especially in patients with severe impairment at baseline.
引用
收藏
页码:860 / 870
页数:11
相关论文
共 33 条
  • [11] MEASUREMENT OF MOTOR RECOVERY AFTER STROKE - OUTCOME ASSESSMENT AND SAMPLE-SIZE REQUIREMENTS
    DUNCAN, PW
    GOLDSTEIN, LB
    MATCHAR, D
    DIVINE, GW
    FEUSSNER, J
    [J]. STROKE, 1992, 23 (08) : 1084 - 1089
  • [12] RELIABILITY OF THE FUGL-MEYER ASSESSMENT OF SENSORIMOTOR RECOVERY FOLLOWING CEREBROVASCULAR ACCIDENT
    DUNCAN, PW
    PROPST, M
    NELSON, SG
    [J]. PHYSICAL THERAPY, 1983, 63 (10): : 1606 - 1610
  • [13] Prognostic value of motor evoked potential obtained by transcranial magnetic brain stimulation in motor function recovery in patients with acute ischemic stroke
    Escudero, JV
    Sancho, J
    Bautista, D
    Escudero, M
    López-Trigo, J
    [J]. STROKE, 1998, 29 (09) : 1854 - 1859
  • [14] FUGLMEYER AR, 1975, SCAND J REHABIL MED, V7, P13
  • [15] BDNF val66met polymorphism is associated with modified experience-dependent plasticity in human motor cortex
    Kleim, Jeffrey A.
    Chan, Sheila
    Pringle, Erin
    Schallert, Kellan
    Procaccio, Vincent
    Jimenez, Richard
    Cramer, Steven C.
    [J]. NATURE NEUROSCIENCE, 2006, 9 (06) : 735 - 737
  • [16] Predicting functional motor potential in chronic stroke patients using diffusion tensor imaging
    Lindenberg, Robert
    Zhu, Lin L.
    Rueber, Theodor
    Schlaug, Gottfried
    [J]. HUMAN BRAIN MAPPING, 2012, 33 (05) : 1040 - 1051
  • [17] IMPROVED RELIABILITY OF THE NIH STROKE SCALE USING VIDEO TRAINING
    LYDEN, P
    BROTT, T
    TILLEY, B
    WELCH, KMA
    MASCHA, EJ
    LEVINE, S
    HALEY, EC
    GROTTA, J
    MARLER, J
    [J]. STROKE, 1994, 25 (11) : 2220 - 2226
  • [18] A possible explanation for the racial difference in distribution of large-arterial cerebrovascular disease: Ancestral European settlers evolved genetic resistance to atherosclerosis, but confined to the intracranial arteries
    Mak, W
    Cheng, TS
    Chan, KH
    Cheung, RTF
    Ho, SL
    [J]. MEDICAL HYPOTHESES, 2005, 65 (04) : 637 - 648
  • [19] Mark VW, 2008, RESTOR NEUROL NEUROS, V26, P13
  • [20] Early Imaging Correlates of Subsequent Motor Recovery after Stroke
    Marshall, Randolph S.
    Zarahn, Eric
    Alon, Leeor
    Minzer, Brandon
    Lazar, Ronald M.
    Krakauer, John W.
    [J]. ANNALS OF NEUROLOGY, 2009, 65 (05) : 596 - 602