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基线CT上的皮质脊髓束损伤可预测脑出血后的运动恢复和功能结局。

Corticospinal tract damage on baseline CT predicts motor recovery and functional outcome in intracerebral haemorrhage.

作者信息

Murray Olivia N, Chiuta Sacha, Ryu Paul, Hanley Daniel F, Patel Hiren C, Harston George, Cootes Timothy, Hammerbeck Ulrike, Parry-Jones Adrian R

机构信息

Division of Informatics, Imaging and Data Science, University of Manchester, Manchester, UK.

School of Medicinal Sciences, University of Manchester, Manchester, UK.

出版信息

Eur Stroke J. 2025 Apr 18:23969873251332769. doi: 10.1177/23969873251332769.

Abstract

INTRODUCTION

Corticospinal tract (CST) integrity can predict motor outcome after stroke but requires specialist investigations not routinely performed after intracerebral haemorrhage (ICH). We investigated the feasibility of identifying the CST on routine clinical CT scans, and whether classification of CST overlap with haematoma is associated with motor recovery after ICH.

PATIENTS AND METHODS

An expert observer, blinded to outcome, manually segmented the CST at the posterior limb of the internal capsule (PLIC) and corona radiata (CR) on diagnostic CT scans from 98 randomly selected MISTIE-III trial participants and determined whether CST overlapped with the haematoma. Multivariable linear regression tested for associations between haematoma CST overlap and the motor component of the National Institutes of Health Stroke Scale (baseline & Day 180, rate of recovery), patient reported motor impairment (Stroke Impact Scale [SIS] domain 1) and activity limitation (SIS domains 6&7) at Day 180, and modified Rankin Scale (mRS) at day 180. Three further readers analysed the same scans and the interobserver variability was assessed.

RESULTS

Haematoma and CST overlap occurred exclusively in the CR in 6%, the PLIC in 14% and in both in 52% of patients. CR involvement alone was associated with activity limitation on Day 180. Involvement at the PLIC alone or both the PLIC and CR was independently associated with worse motor outcomes (except rate of recovery, where only involvement of both was associated). Although haematoma and CST overlap remained associated with outcome for other readers, the strength of the association decreased with less expertise, and interobserver kappa scores (κ = 0.47 for CR and κ = 0.45 for PLIC) demonstrated only moderate agreement.

DISCUSSION AND CONCLUSION

Haematoma and CST overlap at the level of the PLIC identified on routine CT scans is independently associated with poor motor outcomes, representing a novel prognostic factor. Given moderate interobserver agreement, a more reliable machine-learning classification would be desirable.

摘要

引言

皮质脊髓束(CST)的完整性可预测中风后的运动结果,但需要进行专业检查,而脑出血(ICH)后通常不会进行此类检查。我们研究了在常规临床CT扫描上识别CST的可行性,以及CST与血肿重叠的分类是否与ICH后的运动恢复相关。

患者和方法

一名对结果不知情的专家观察者,在98名随机选择的MISTIE-III试验参与者的诊断性CT扫描上,手动分割内囊后肢(PLIC)和放射冠(CR)处的CST,并确定CST是否与血肿重叠。多变量线性回归测试血肿CST重叠与美国国立卫生研究院卒中量表的运动部分(基线和第180天、恢复率)、患者报告的第180天运动障碍(卒中影响量表[SIS]第1领域)和活动受限(SIS第6和7领域)以及第180天改良Rankin量表(mRS)之间的关联。另外三名读者分析相同的扫描图像,并评估观察者间的变异性。

结果

血肿与CST重叠仅发生在6%的患者的CR中,14%的患者的PLIC中,52%的患者两者均有。仅CR受累与第180天的活动受限相关。仅PLIC受累或PLIC和CR均受累与较差的运动结果独立相关(恢复率除外,仅两者均受累与之相关)。尽管血肿与CST重叠对其他读者而言仍与结果相关,但随着专业知识的减少,关联强度降低,观察者间kappa评分(CR为κ = 0.47,PLIC为κ = 0.45)仅显示中等一致性。

讨论与结论

常规CT扫描上PLIC水平的血肿与CST重叠独立于较差的运动结果相关,代表一种新的预后因素。鉴于观察者间一致性中等,更可靠的机器学习分类将是可取的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5450/12008156/9227dba36738/10.1177_23969873251332769-img2.jpg

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