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脑血管收缩/扩张与微透析乳酸/丙酮酸比值升高之间是否存在关联?

Is there any association between cerebral vasoconstriction/vasodilatation and microdialysis Lactate to Pyruvate ratio increase?

机构信息

Department of Computer Engineering and Computer Science, California State University, Long Beach, CA, USA.

出版信息

Neurocrit Care. 2013 Aug;19(1):56-64. doi: 10.1007/s12028-013-9821-6.

Abstract

BACKGROUND

Although abnormally high Lactate/Pyruvate ratio (LPR) could indicate cerebral ischemia for brain injury patients, there is a debate on what is primary factor responsible for LPR increase.

METHODS

A data analysis experiment is taken to test whether any association between cerebral vasodilatation/vasoconstriction and LPR increase exists. We studied 4,316 microdialysis data samples collected in an average interval of 1.3 h from 30 severe traumatic brain injury (TBI) patients. The LPR increase episodes were automatically identified using a moving time-window of 5 samples. A novel pulse morphological template matching (PMTM) algorithm was applied to the intracranial pressure (ICP) data of the corresponding patients to assess the occurrence of cerebral vasodilatation and vasoconstriction during the identified LPR increase episodes. Several analyses were performed to evaluate the association between cerebral vasoconstriction/vasodilatation and LPR increase.

RESULTS

Results revealed that although more than half of the LPR increase episodes are not associated with any detected cerebral vasoconstriction/vasodilatation, when a vaso-change happens in association of LPR increase, it is more likely that this vaso-change is in the form of vasoconstriction rather than vasodilatation. Also for few subjects with dominant number of vasoconstriction episodes, a causality relationship between vasoconstriction and LPR increase were observed (vasoconstriction precedes LPR increase).

CONCLUSIONS

Using continuous intracranial pressure monitoring and our pulse morphological template matching (PMTM) algorithm could be potentially helpful in teasing out whether culprit cerebral vascular changes precede metabolic crisis for traumatic brain injury patients and hence guiding the management of this condition.

摘要

背景

尽管乳酸/丙酮酸比值(LPR)升高可能表明脑损伤患者存在脑缺血,但对于导致 LPR 升高的主要因素仍存在争议。

方法

进行数据分析实验以检验脑扩张/收缩与 LPR 升高之间是否存在任何关联。我们研究了 30 名严重创伤性脑损伤(TBI)患者平均间隔 1.3 小时采集的 4316 个微透析数据样本。使用 5 个样本的移动时间窗口自动识别 LPR 升高发作。应用一种新的脉搏形态模板匹配(PMTM)算法对相应患者的颅内压(ICP)数据进行分析,以评估在识别出的 LPR 升高发作期间是否发生了脑扩张和收缩。进行了多项分析以评估脑收缩/扩张与 LPR 升高之间的关联。

结果

结果表明,尽管超过一半的 LPR 升高发作与任何检测到的脑收缩/扩张无关,但当 LPR 升高与血管变化相关联时,这种血管变化更可能是收缩而不是扩张。此外,对于少数以血管收缩发作为主的患者,观察到血管收缩与 LPR 升高之间存在因果关系(血管收缩先于 LPR 升高)。

结论

使用连续颅内压监测和我们的脉搏形态模板匹配(PMTM)算法可能有助于梳理创伤性脑损伤患者的罪魁祸首脑血管变化是否先于代谢危机,从而指导这种情况的治疗。

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