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Published in: Journal of Clinical Monitoring and Computing 1/2015

01-02-2015 | Original Research

An optimal frequency range for assessing the pressure reactivity index in patients with traumatic brain injury

Authors: Tim Howells, Ulf Johnson, Tomas McKelvey, Per Enblad

Published in: Journal of Clinical Monitoring and Computing | Issue 1/2015

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Abstract

The objective of this study was to identify the optimal frequency range for computing the pressure reactivity index (PRx). PRx is a clinical method for assessing cerebral pressure autoregulation based on the correlation of spontaneous variations of arterial blood pressure (ABP) and intracranial pressure (ICP). Our hypothesis was that optimizing the methodology for computing PRx in this way could produce a more stable, reliable and clinically useful index of autoregulation status. The patients studied were a series of 131 traumatic brain injury patients. Pressure reactivity indices were computed in various frequency bands during the first 4 days following injury using bandpass filtering of the input ABP and ICP signals. Patient outcome was assessed using the extended Glasgow Outcome Scale (GOSe). The optimization criterion was the strength of the correlation with GOSe of the mean index value over the first 4 days following injury. Stability of the indices was measured as the mean absolute deviation of the minute by minute index value from 30-min moving averages. The optimal index frequency range for prediction of outcome was identified as 0.018–0.067 Hz (oscillations with periods from 55 to 15 s). The index based on this frequency range correlated with GOSe with ρ = −0.46 compared to −0.41 for standard PRx, and reduced the 30-min variation by 23 %.
Literature
1.
go back to reference Andrews PJ, Citerio G, Longhi L, Polderman K, Sahuquillo J, Vajkoczy P. Neuro-Intensive Care and Emergency Medicine (NICEM) section of the European Society of Intensive Care Medicine. NICEM consensus on neurological monitoring in acute neurological disease. Intensive Care Med. 2008;34:1362–70.PubMedCrossRef Andrews PJ, Citerio G, Longhi L, Polderman K, Sahuquillo J, Vajkoczy P. Neuro-Intensive Care and Emergency Medicine (NICEM) section of the European Society of Intensive Care Medicine. NICEM consensus on neurological monitoring in acute neurological disease. Intensive Care Med. 2008;34:1362–70.PubMedCrossRef
2.
go back to reference Aries MJ, Czosnyka M, Budohoski KP, Steiner LA, Lavinio A, Kolias AG, Hutchinson PJ, Brady KM, Menon DK, Pickard JD, Smielewski P. Continuous determination of optimal cerebral perfusion pressure in traumatic brain injury. Crit Care Med. 2012;40:2456–63.PubMedCrossRef Aries MJ, Czosnyka M, Budohoski KP, Steiner LA, Lavinio A, Kolias AG, Hutchinson PJ, Brady KM, Menon DK, Pickard JD, Smielewski P. Continuous determination of optimal cerebral perfusion pressure in traumatic brain injury. Crit Care Med. 2012;40:2456–63.PubMedCrossRef
3.
go back to reference Brady KM, Shaffner DH, Lee JK, Easley RB, Smielewski P, Czosnyka M, Jallo GI, Guerguerian AM. Continuous monitoring of cerebrovascular pressure reactivity after traumatic brain injury in children. Pediatrics. 2009;124:e1205–12.PubMedCrossRef Brady KM, Shaffner DH, Lee JK, Easley RB, Smielewski P, Czosnyka M, Jallo GI, Guerguerian AM. Continuous monitoring of cerebrovascular pressure reactivity after traumatic brain injury in children. Pediatrics. 2009;124:e1205–12.PubMedCrossRef
4.
go back to reference Brady KM, Easley RB, Kibler K, Kaczka DW, Andropoulos D, Fraser CD 3rd, Smielewski P, Czosnyka M, Adams GJ, Rhee CJ, Rusin CG. Positive end-expiratory pressure oscillation facilitates brain vascular reactivity monitoring. J Appl Physiol. 2012;113:1362–8.PubMedCrossRef Brady KM, Easley RB, Kibler K, Kaczka DW, Andropoulos D, Fraser CD 3rd, Smielewski P, Czosnyka M, Adams GJ, Rhee CJ, Rusin CG. Positive end-expiratory pressure oscillation facilitates brain vascular reactivity monitoring. J Appl Physiol. 2012;113:1362–8.PubMedCrossRef
5.
go back to reference Bratton SL, Chestnut RM, Ghajar J, McConnell Hammond FF, Harris OA, Hartl R, Manley GT, Nemecek A, Newell DW, Rosenthal G, Schouten J, Shutter L, Timmons SD, Ullman JS, Videtta W, Wilberger JE, Wright DW. Guidelines for the management of severe traumatic brain injury 3rd edition. IX cerebral perfusion thresholds. J Neurotrauma. 2007;24:S59–64.PubMed Bratton SL, Chestnut RM, Ghajar J, McConnell Hammond FF, Harris OA, Hartl R, Manley GT, Nemecek A, Newell DW, Rosenthal G, Schouten J, Shutter L, Timmons SD, Ullman JS, Videtta W, Wilberger JE, Wright DW. Guidelines for the management of severe traumatic brain injury 3rd edition. IX cerebral perfusion thresholds. J Neurotrauma. 2007;24:S59–64.PubMed
6.
go back to reference Caricato A, Pitoni S. Is it time for an autoregulation-oriented therapy in head-injured patients? Crit Care Med. 2012;40:2526–7.PubMedCrossRef Caricato A, Pitoni S. Is it time for an autoregulation-oriented therapy in head-injured patients? Crit Care Med. 2012;40:2526–7.PubMedCrossRef
7.
go back to reference Consonni F, Abate MG, Galli D, Citerio G. Feasibility of a continuous computerized monitoring of cerebral autoregulation in neurointensive care. Neurocrit Care. 2009;10:232–40.PubMedCrossRef Consonni F, Abate MG, Galli D, Citerio G. Feasibility of a continuous computerized monitoring of cerebral autoregulation in neurointensive care. Neurocrit Care. 2009;10:232–40.PubMedCrossRef
8.
go back to reference Czosnyka M, Smielewski P, Kirkpatrick P, Laing RJ, Menon D, Pickard JD. Continuous assessment of the cerebral vasomotor reactivity in head injury. Neurosurgery. 1997;41:11–7 (discussion 17–9).PubMedCrossRef Czosnyka M, Smielewski P, Kirkpatrick P, Laing RJ, Menon D, Pickard JD. Continuous assessment of the cerebral vasomotor reactivity in head injury. Neurosurgery. 1997;41:11–7 (discussion 17–9).PubMedCrossRef
9.
go back to reference Czosnyka M, Brady K, Reinhard M, Smielewski P, Steiner LA. Monitoring of cerebrovascular autoregulation: facts, myths, and missing links. Neurocrit Care. 2009;10:373–86.PubMedCrossRef Czosnyka M, Brady K, Reinhard M, Smielewski P, Steiner LA. Monitoring of cerebrovascular autoregulation: facts, myths, and missing links. Neurocrit Care. 2009;10:373–86.PubMedCrossRef
10.
go back to reference Elf K, Nilsson P, Enblad P. Outcome after traumatic brain injury improved by an organized secondary insult program and standardized neurointensive care. Crit Care Med. 2002;30:2129–34.PubMedCrossRef Elf K, Nilsson P, Enblad P. Outcome after traumatic brain injury improved by an organized secondary insult program and standardized neurointensive care. Crit Care Med. 2002;30:2129–34.PubMedCrossRef
11.
go back to reference Friggo M, Johnson SG. The design and implementation of FFTW3. Proc IEEE. 2005;93(2):216–31.CrossRef Friggo M, Johnson SG. The design and implementation of FFTW3. Proc IEEE. 2005;93(2):216–31.CrossRef
12.
go back to reference Goldman D, Popel AS. A computational study of the effect of vasomotion on oxygen transport from capillary networks. J Theor Biol. 2001;209:189–99.PubMedCrossRef Goldman D, Popel AS. A computational study of the effect of vasomotion on oxygen transport from capillary networks. J Theor Biol. 2001;209:189–99.PubMedCrossRef
14.
go back to reference Guiza F, Meyfroidt G, Schuhmann M, Van den Berghe G, Piper I, Depreitere B. Low-frequency autoregulation index for calculation of optimal cerebral perfusion pressure in severe traumatic brain injury. Crit Care. 2013;17(Suppl 2):327. Guiza F, Meyfroidt G, Schuhmann M, Van den Berghe G, Piper I, Depreitere B. Low-frequency autoregulation index for calculation of optimal cerebral perfusion pressure in severe traumatic brain injury. Crit Care. 2013;17(Suppl 2):327.
15.
go back to reference Howells T, Elf K, Jones PA, Ronne-Engstrom E, Piper I, Nilsson P, Andrews P, Enblad P. Pressure reactivity as a guide in the treatment of cerebral perfusion pressure in patients with brain trauma. J Neurosurg. 2005;102:311–7.PubMedCrossRef Howells T, Elf K, Jones PA, Ronne-Engstrom E, Piper I, Nilsson P, Andrews P, Enblad P. Pressure reactivity as a guide in the treatment of cerebral perfusion pressure in patients with brain trauma. J Neurosurg. 2005;102:311–7.PubMedCrossRef
16.
go back to reference Jaeger M, Dengl M, Meixensberger J, Schuhmann MU. Effects of cerebrovascular pressure reactivity-guided optimization of cerebral perfusion pressure on brain tissue oxygenation after traumatic brain injury. Crit Care Med. 2010;38:1343–7.PubMed Jaeger M, Dengl M, Meixensberger J, Schuhmann MU. Effects of cerebrovascular pressure reactivity-guided optimization of cerebral perfusion pressure on brain tissue oxygenation after traumatic brain injury. Crit Care Med. 2010;38:1343–7.PubMed
17.
go back to reference Joseph VR, Delaney JD. Analysis of optimization experiments. J Qual Technol. 2008;40:282–98. Joseph VR, Delaney JD. Analysis of optimization experiments. J Qual Technol. 2008;40:282–98.
18.
19.
go back to reference Kirkness CJ, Mitchell PH, Burr RL, Newell DW. Cerebral autoregulation and outcome in acute brain injury. Biol Res Nurs. 2001;2:175–85.PubMedCrossRef Kirkness CJ, Mitchell PH, Burr RL, Newell DW. Cerebral autoregulation and outcome in acute brain injury. Biol Res Nurs. 2001;2:175–85.PubMedCrossRef
20.
go back to reference Lescot T, Naccache L, Bonnet MP, Abdennour L, Coriat P, Puybasset L. The relationship of intracranial pressure Lundberg waves to electroencephalograph fluctuations in patients with severe head trauma. Acta Neurochir (Wien). 2005;147:125–9.CrossRef Lescot T, Naccache L, Bonnet MP, Abdennour L, Coriat P, Puybasset L. The relationship of intracranial pressure Lundberg waves to electroencephalograph fluctuations in patients with severe head trauma. Acta Neurochir (Wien). 2005;147:125–9.CrossRef
21.
go back to reference Maas AI, Menon DK, Lingsma HF, Pineda JA, Sandel ME, Manley GT. Re-orientation of clinical research in traumatic brain injury: report of an international workshop on comparative effectiveness research. J Neurotrauma. 2012;29:32–46.PubMedCentralPubMedCrossRef Maas AI, Menon DK, Lingsma HF, Pineda JA, Sandel ME, Manley GT. Re-orientation of clinical research in traumatic brain injury: report of an international workshop on comparative effectiveness research. J Neurotrauma. 2012;29:32–46.PubMedCentralPubMedCrossRef
22.
go back to reference Malpas SC. Neural influences on cardiovascular variability: possibilities and pitfalls. Am J Physiol-Heart C. 2002;282:H6–20. Malpas SC. Neural influences on cardiovascular variability: possibilities and pitfalls. Am J Physiol-Heart C. 2002;282:H6–20.
23.
go back to reference Nilsson H, Aalkjaer C. Vasomotion: mechanisms and physiological importance. Mol Interv. 2003;3:79–89.PubMedCrossRef Nilsson H, Aalkjaer C. Vasomotion: mechanisms and physiological importance. Mol Interv. 2003;3:79–89.PubMedCrossRef
24.
go back to reference O’Leary DD, Shoemaker JK, Edwards MR, Hughson RL. Spontaneous beat-by-beat fluctuations of total peripheral and cerebrovascular resistance in response to tilt. Am J Physiol Regul Integr Comp Physiol. 2004;287(3):R670–9.PubMedCrossRef O’Leary DD, Shoemaker JK, Edwards MR, Hughson RL. Spontaneous beat-by-beat fluctuations of total peripheral and cerebrovascular resistance in response to tilt. Am J Physiol Regul Integr Comp Physiol. 2004;287(3):R670–9.PubMedCrossRef
25.
go back to reference Parati G, Saul JP, Di Rienzo M, Mancia G. Spectral analysis of blood pressure and heart rate variability in evaluating cardiovascular regulation: a critical appraisal. Hypertension. 1995;25:1276–86.PubMedCrossRef Parati G, Saul JP, Di Rienzo M, Mancia G. Spectral analysis of blood pressure and heart rate variability in evaluating cardiovascular regulation: a critical appraisal. Hypertension. 1995;25:1276–86.PubMedCrossRef
26.
go back to reference Press WH, Teukolsky SA, Vettterling WT, Flannery BP. Numerical recipes in C: the art of scientific computing. 2nd ed. Cambridge: Cambridge University Press; 1992. Press WH, Teukolsky SA, Vettterling WT, Flannery BP. Numerical recipes in C: the art of scientific computing. 2nd ed. Cambridge: Cambridge University Press; 1992.
27.
go back to reference Santos E, Diedler J, Sykora M, Orakcioglu B, Kentar M, Czosnyka M, Unterberg A, Sakowitz OW. Low-frequency sampling for PRx calculation does not reduce prognostication and produces similar CPPopt in intracerebral haemorrhage patients. Acta Neurochir. 2011;11:2189–95.CrossRef Santos E, Diedler J, Sykora M, Orakcioglu B, Kentar M, Czosnyka M, Unterberg A, Sakowitz OW. Low-frequency sampling for PRx calculation does not reduce prognostication and produces similar CPPopt in intracerebral haemorrhage patients. Acta Neurochir. 2011;11:2189–95.CrossRef
28.
go back to reference Smielewski PC, M. Pickard, J. Optimisation of PRx calculation with relation to outcome and TCD-based autoregulation in head injury patients. Proceedings of the 14th international conference on intracranial pressure and brain monitoring. 2010; p. 48. Smielewski PC, M. Pickard, J. Optimisation of PRx calculation with relation to outcome and TCD-based autoregulation in head injury patients. Proceedings of the 14th international conference on intracranial pressure and brain monitoring. 2010; p. 48.
29.
go back to reference Stauss HM. Identification of blood pressure control mechanisms by power spectral analysis. Clin Exp Pharmacol Physiol. 2007;34:362–8.PubMedCrossRef Stauss HM. Identification of blood pressure control mechanisms by power spectral analysis. Clin Exp Pharmacol Physiol. 2007;34:362–8.PubMedCrossRef
30.
go back to reference Steiner LA, Coles JP, Czosnyka M, Minhas PS, Fryer TD, Aigbirhio FI, Clark JC, Smielewski P, Chatfield DA, Donovan T, Pickard JD, Menon DK. Cerebrovascular pressure reactivity is related to global cerebral oxygen metabolism after head injury. J Neurol Neurosurg Psychiatry. 2003;74:765–70.PubMedCentralPubMedCrossRef Steiner LA, Coles JP, Czosnyka M, Minhas PS, Fryer TD, Aigbirhio FI, Clark JC, Smielewski P, Chatfield DA, Donovan T, Pickard JD, Menon DK. Cerebrovascular pressure reactivity is related to global cerebral oxygen metabolism after head injury. J Neurol Neurosurg Psychiatry. 2003;74:765–70.PubMedCentralPubMedCrossRef
31.
go back to reference Teasdale G, Jennett B. Assessment of coma and impaired consciousness. A practical scale. Lancet. 1974;2:81–4.PubMedCrossRef Teasdale G, Jennett B. Assessment of coma and impaired consciousness. A practical scale. Lancet. 1974;2:81–4.PubMedCrossRef
32.
go back to reference Turalska M, Latka M, Czosnyka M, Pierzchala K, West BJ. Generation of very low frequency cerebral blood flow fluctuations in humans. Acta Neurochir Suppl. 2008;102:43–7.PubMedCrossRef Turalska M, Latka M, Czosnyka M, Pierzchala K, West BJ. Generation of very low frequency cerebral blood flow fluctuations in humans. Acta Neurochir Suppl. 2008;102:43–7.PubMedCrossRef
33.
go back to reference Wilson JT, Pettigrew LE, Teasdale GM. Structured interviews for the Glasgow Outcome Scale and the extended Glasgow Outcome Scale: guidelines for their use. J Neurotrauma. 1998;15:573–85.PubMedCrossRef Wilson JT, Pettigrew LE, Teasdale GM. Structured interviews for the Glasgow Outcome Scale and the extended Glasgow Outcome Scale: guidelines for their use. J Neurotrauma. 1998;15:573–85.PubMedCrossRef
34.
go back to reference Zhang R, Zuckerman JH, Iwasaki K, Wilson TE, Crandall CG, Levine BD. Autonomic neural control of dynamic cerebral autoregulation in humans. Circulation. 2002;106:1814–20.PubMedCrossRef Zhang R, Zuckerman JH, Iwasaki K, Wilson TE, Crandall CG, Levine BD. Autonomic neural control of dynamic cerebral autoregulation in humans. Circulation. 2002;106:1814–20.PubMedCrossRef
35.
go back to reference Zweifel C, Lavinio A, Steiner LA, Radolovich D, Smielewski P, Timofeev I, Hiler M, Balestreri M, Kirkpatrick PJ, Pickard JD, Hutchinson P, Czosnyka M. Continuous monitoring of cerebrovascular pressure reactivity in patients with head injury. Neurosurg Focus. 2008;25:E2.PubMedCrossRef Zweifel C, Lavinio A, Steiner LA, Radolovich D, Smielewski P, Timofeev I, Hiler M, Balestreri M, Kirkpatrick PJ, Pickard JD, Hutchinson P, Czosnyka M. Continuous monitoring of cerebrovascular pressure reactivity in patients with head injury. Neurosurg Focus. 2008;25:E2.PubMedCrossRef
Metadata
Title
An optimal frequency range for assessing the pressure reactivity index in patients with traumatic brain injury
Authors
Tim Howells
Ulf Johnson
Tomas McKelvey
Per Enblad
Publication date
01-02-2015
Publisher
Springer Netherlands
Published in
Journal of Clinical Monitoring and Computing / Issue 1/2015
Print ISSN: 1387-1307
Electronic ISSN: 1573-2614
DOI
https://doi.org/10.1007/s10877-014-9573-7

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