Evolving concepts in intracranial pressure monitoring - from traditional monitoring to precision medicine

IF 5.6 2区 医学 Q1 CLINICAL NEUROLOGY
Rohan Mathur , Lin Cheng , Josiah Lim , Tej D. Azad , Peter Dziedzic , Eleanor Belkin , Ivanna Joseph , Bhagyashri Bhende , Sudha Yellapantula , Niteesh Potu , Austen Lefebvre , Vishank Shah , Susanne Muehlschlegel , Julian Bosel , Tamas Budavari , Jose I. Suarez
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Abstract

A wide range of acute brain injuries, including both traumatic and non-traumatic causes, can result in elevated intracranial pressure (ICP), which in turn can cause further secondary injury to the brain, initiating a vicious cascade of propagating injury. Elevated ICP is therefore a neurological injury that requires intensive monitoring and time-sensitive interventions. Patients at high risk for developing elevated ICP undergo placement of invasive ICP monitors including external ventricular drains, intraparenchymal ICP monitors, and lumbar drains. These monitors all generate an ICP waveform, but each has its own unique caveats in monitoring and accuracy. Current ICP monitoring and management clinical guidelines focus on the mean ICP derived from the ICP waveform, with standard thresholds of treating ICP greater than 20 ​mmHg or 22 ​mmHg applied broadly to a wide range of patients. However, this one-size fits all approach has been criticized and there is a need to develop personalized, evidence-based and possibly multi-factorial precision-medicine based approaches to the problem. This paper provides historical and physiological context to the problem of elevated ICP, provides an overview of the challenges of the current paradigm of ICP management strategies, and discusses advances in ICP waveform analysis, emerging non-invasive ICP monitoring techniques, and applications of machine learning to create predictive algorithms.

Abstract Image

颅内压监测概念的演变——从传统监测到精准医学。
广泛的急性脑损伤,包括创伤性和非创伤性原因,可导致颅内压升高,颅内压升高反过来可引起进一步的脑继发性损伤,引发恶性级联的传播性损伤。因此,ICP升高是一种神经损伤,需要密切监测和及时干预。有ICP升高高风险的患者应放置有创ICP监测仪,包括脑室外引流管、胆管内ICP监测仪和腰椎引流管。这些监测器都产生ICP波形,但每个监测器在监测和精度方面都有自己独特的警告。目前的ICP监测和管理临床指南侧重于从ICP波形中得出的平均ICP,治疗ICP大于20mmhg或22mmhg的标准阈值广泛适用于各种患者。然而,这种一刀切的方法受到了批评,有必要开发个性化的、基于证据的、可能是多因素的精准医学方法来解决这个问题。本文提供了ICP升高问题的历史和生理背景,概述了当前ICP管理策略范式的挑战,并讨论了ICP波形分析、新兴的非侵入性ICP监测技术以及机器学习在创建预测算法中的应用方面的进展。
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来源期刊
Neurotherapeutics
Neurotherapeutics 医学-神经科学
CiteScore
11.00
自引率
3.50%
发文量
154
审稿时长
6-12 weeks
期刊介绍: Neurotherapeutics® is the journal of the American Society for Experimental Neurotherapeutics (ASENT). Each issue provides critical reviews of an important topic relating to the treatment of neurological disorders written by international authorities. The Journal also publishes original research articles in translational neuroscience including descriptions of cutting edge therapies that cross disciplinary lines and represent important contributions to neurotherapeutics for medical practitioners and other researchers in the field. Neurotherapeutics ® delivers a multidisciplinary perspective on the frontiers of translational neuroscience, provides perspectives on current research and practice, and covers social and ethical as well as scientific issues.
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