A noninvasive estimation of cerebral perfusion pressure using critical closing pressure
Cerebral blood flow is associated with cerebral perfusion pressure (CPP), which is clinically monitored through arterial blood pressure (ABP) and invasive measurements of intracranial pressure (ICP). Based on critical closing pressure (CrCP), the authors introduce a novel method for a noninvasive es...
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Published in | Journal of neurosurgery Vol. 123; no. 3; p. 638 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
01.09.2015
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Abstract | Cerebral blood flow is associated with cerebral perfusion pressure (CPP), which is clinically monitored through arterial blood pressure (ABP) and invasive measurements of intracranial pressure (ICP). Based on critical closing pressure (CrCP), the authors introduce a novel method for a noninvasive estimator of CPP (eCPP).
Data from 280 head-injured patients with ABP, ICP, and transcranial Doppler ultrasonography measurements were retrospectively examined. CrCP was calculated with a noninvasive version of the cerebrovascular impedance method. The eCPP was refined with a predictive regression model of CrCP-based estimation of ICP from known ICP using data from 232 patients, and validated with data from the remaining 48 patients.
Cohort analysis showed eCPP to be correlated with measured CPP (R = 0.851, p < 0.001), with a mean ± SD difference of 4.02 ± 6.01 mm Hg, and 83.3% of the cases with an estimation error below 10 mm Hg. eCPP accurately predicted low CPP (< 70 mm Hg) with an area under the curve of 0.913 (95% CI 0.883-0.944). When each recording session of a patient was assessed individually, eCPP could predict CPP with a 95% CI of the SD for estimating CPP between multiple recording sessions of 1.89-5.01 mm Hg.
Overall, CrCP-based eCPP was strongly correlated with invasive CPP, with sensitivity and specificity for detection of low CPP that show promise for clinical use. |
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AbstractList | Cerebral blood flow is associated with cerebral perfusion pressure (CPP), which is clinically monitored through arterial blood pressure (ABP) and invasive measurements of intracranial pressure (ICP). Based on critical closing pressure (CrCP), the authors introduce a novel method for a noninvasive estimator of CPP (eCPP).
Data from 280 head-injured patients with ABP, ICP, and transcranial Doppler ultrasonography measurements were retrospectively examined. CrCP was calculated with a noninvasive version of the cerebrovascular impedance method. The eCPP was refined with a predictive regression model of CrCP-based estimation of ICP from known ICP using data from 232 patients, and validated with data from the remaining 48 patients.
Cohort analysis showed eCPP to be correlated with measured CPP (R = 0.851, p < 0.001), with a mean ± SD difference of 4.02 ± 6.01 mm Hg, and 83.3% of the cases with an estimation error below 10 mm Hg. eCPP accurately predicted low CPP (< 70 mm Hg) with an area under the curve of 0.913 (95% CI 0.883-0.944). When each recording session of a patient was assessed individually, eCPP could predict CPP with a 95% CI of the SD for estimating CPP between multiple recording sessions of 1.89-5.01 mm Hg.
Overall, CrCP-based eCPP was strongly correlated with invasive CPP, with sensitivity and specificity for detection of low CPP that show promise for clinical use. |
Author | Varsos, Vassilis G Brady, Ken M Kolias, Angelos G Hutchinson, Peter J Varsos, Georgios V Smielewski, Peter Pickard, John D Czosnyka, Marek |
Author_xml | – sequence: 1 givenname: Georgios V surname: Varsos fullname: Varsos, Georgios V organization: Division of Neurosurgery, Department of Clinical Neurosciences, Addenbrooke's Hospital, University of Cambridge, United Kingdom – sequence: 2 givenname: Angelos G surname: Kolias fullname: Kolias, Angelos G organization: Division of Neurosurgery, Department of Clinical Neurosciences, Addenbrooke's Hospital, University of Cambridge, United Kingdom – sequence: 3 givenname: Peter surname: Smielewski fullname: Smielewski, Peter organization: Division of Neurosurgery, Department of Clinical Neurosciences, Addenbrooke's Hospital, University of Cambridge, United Kingdom – sequence: 4 givenname: Ken M surname: Brady fullname: Brady, Ken M organization: Baylor College of Medicine, Texas Children's Hospital, Houston, Texas – sequence: 5 givenname: Vassilis G surname: Varsos fullname: Varsos, Vassilis G organization: Department of Neurosurgery, Red Cross Hospital, Athens, Greece – sequence: 6 givenname: Peter J surname: Hutchinson fullname: Hutchinson, Peter J organization: Division of Neurosurgery, Department of Clinical Neurosciences, Addenbrooke's Hospital, University of Cambridge, United Kingdom – sequence: 7 givenname: John D surname: Pickard fullname: Pickard, John D organization: Division of Neurosurgery, Department of Clinical Neurosciences, Addenbrooke's Hospital, University of Cambridge, United Kingdom – sequence: 8 givenname: Marek surname: Czosnyka fullname: Czosnyka, Marek organization: Institute of Electronic Systems, Warsaw University of Technology, Warsaw, Poland |
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Keywords | IQR = interquartile range TBI = traumatic brain injury AUC = area under the curve TAU = time constant of the cerebrovascular arterial bed ABP = arterial blood pressure CVR = cerebrovascular resistance CPP = cerebral perfusion pressure MCA = middle cerebral artery eCPP = noninvasive estimator of CPP ICP = intracranial pressure vascular disorders transcranial Doppler ultrasonography GOS = Glasgow Outcome Scale critical closing pressure CBF = cerebral blood flow FV = flow velocity GCS = Glasgow Coma Scale TCD = transcranial Doppler ROC = receiver operating characteristic noninvasive model CrCP = critical closing pressure cerebral perfusion pressure nICP = noninvasive estimator of ICP |
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SubjectTerms | Adolescent Adult Blood Flow Velocity - physiology Blood Pressure - physiology Cerebrovascular Circulation - physiology Craniocerebral Trauma - diagnostic imaging Craniocerebral Trauma - physiopathology Female Humans Intracranial Pressure - physiology Male Middle Aged Monitoring, Physiologic Retrospective Studies Sensitivity and Specificity Ultrasonography, Doppler, Transcranial Young Adult |
Title | A noninvasive estimation of cerebral perfusion pressure using critical closing pressure |
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