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1.
Acta Neurochir Suppl ; 126: 297-301, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29492578

RESUMO

OBJECTIVE: Following brain injury, unstable cerebral hemodynamics can be characterized by abnormal rises in intracranial pressure (ICP). This behavior has been quantified by the RAP index: the correlation (R) between ICP pulse amplitude (A) and mean (P). While RAP could be a valuable indicator of autoregulatory processes, its prognostic ability is not well established and its validity has been questioned due to potential errors in measurement. Here, we test (1) whether RAP is a consistent measure of intracranial hemodynamics and (2) whether RAP has prognostic value in predicting hemodynamic instability following brain injury. MATERIALS AND METHODS: RAP was tested in seven brain injured patients treated in a surgical intensive care unit. A sample of ICP data was randomly chosen and segmented into 1 hour periods. Hours were then categorized as either stable, which contained no sharp rises in ICP, or unstable, which contained ≥1 sharp rise-where a sharp rise is defined as ICP exceeding a mean slope of 0.15 mmHg/s. Equal numbers of stable and unstable segments were then selected for each patient. RAP was calculated as the Pearson's correlation coefficient between ICP pulse amplitude (AMP) and mean (mICP), determined in 6 second windows, according to established methods. RESULTS: Results showed that (1) average AMP and ICP levels were similar between stable and unstable periods and (2) unstable periods were identified by RAP values exceeding 0.6 with an average positive predictive value of 74%. CONCLUSIONS: We conclude that RAP can provide a valid measure of ICP dynamics, is not affected by sensor drift, and can better distinguish periods of instability than ICP or AMP alone.


Assuntos
Lesões Encefálicas Traumáticas/fisiopatologia , Circulação Cerebrovascular/fisiologia , Hemodinâmica/fisiologia , Homeostase/fisiologia , Pressão Intracraniana/fisiologia , Acidente Vascular Cerebral/fisiopatologia , Hemorragia Subaracnóidea/fisiopatologia , Humanos , Monitorização Fisiológica , Reprodutibilidade dos Testes , Estudos Retrospectivos
2.
J Clin Monit Comput ; 30(6): 821-831, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26446002

RESUMO

Our goal is to use automatic data monitoring for reliable prediction of episodes of intracranial hypertension in patients with traumatic brain injury. Here we test the validity of our method on retrospective patient data. We developed the Continuous Hemodynamic Autoregulatory Monitor (CHARM), that siphons and stores signals from existing monitors in the surgical intensive care unit (SICU), efficiently compresses them, and standardizes the search for statistical relationships between any proposed index and adverse events. CHARM uses an automated event detector to reliably locate episodes of elevated intracranial pressure (ICP), while eliminating artifacts within retrospective patient data. A graphical user interface allowed data scanning, selection of criteria for events, and calculating indices. The pressure reactivity index (PRx), defined as the least square linear regression slope of intracranial pressure versus arterial BP, was calculated for a single case that spanned 259 h. CHARM collected continuous records of ABP, ICP, ECG, SpO2, and ventilation from 29 patients with TBI over an 18-month period. Analysis of a single patient showed that PRx data distribution in the single hours immediately prior to all 16 intracranial hypertensive events, significantly differed from that in the 243 h that did not precede such events (p < 0.0001). The PRx index, however, lacked sufficient resolution as a real-time predictor of IH in this patient. CHARM streamlines the search for reliable predictors of intracranial hypertension. We report statistical evidence supporting the predictive potential of the pressure reactivity index.


Assuntos
Lesões Encefálicas Traumáticas/diagnóstico , Processamento Eletrônico de Dados , Hipertensão Intracraniana/diagnóstico , Artefatos , Automação , Lesões Encefálicas Traumáticas/fisiopatologia , Lesões Encefálicas Traumáticas/terapia , Circulação Cerebrovascular , Gráficos por Computador , Hemodinâmica , Humanos , Unidades de Terapia Intensiva , Pressão Intracraniana , Análise dos Mínimos Quadrados , Modelos Lineares , Informática Médica , Monitorização Fisiológica/métodos , Estudos Retrospectivos , Processamento de Sinais Assistido por Computador
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