Transfer function analysis of dynamic cerebral autoregulation: A white paper from the International Cerebral Autoregulation Research Network

Journal of Cerebral Blood Flow and Metabolism

Volumn 36, Issue 4, 2015, Pages 665-680

  Claassen, Jurgen Ahr ^a,r   Meel Van Den Abeelen, Aisha Ss ^a,v   Simpson, David M ^b,z,aa   Panerai, Ronney B ^c   Alexander Caicedo Dorado, ^d,e   Mitsis, Georgios D ^f   Brassard, Patrice ^g,h   Ainslie, Philip N ⁱ   Summers, Paul ^j   Iwasaki, Kenichi ^k   Ragauskas, Arminas ^l   Tzeng, Yu Chieh ^m   Müller, Martin ⁿ   Wang, Cheng Yen ^o   Hu, Han Hwa ^p   Meel Van Den Abeelen, Aisha S S ^a   Gommer, Erik ^o   Karemaker, John M ^q   Aries, Marcel ^s   Van Lieshout, Johannes J ^t   Semenyuti, Vladimir ^u   Aliev, Vugar ^u   Potter, John ^w   Smielewski, Peter ^x   Liu, Xiuyun ^y   Czosnyka, Marek ^y   Payne, Stephen ^ab   Bailey, Damian ^ac   Yelicich, Bernardo ^ad   Puppo, Corina ^ad   Shin, Dae ^ae   Rickards, Caroline A ^af   Serrador, Jorge ^ag   Zhang, Rong ^ah   Marmarelis, Vasilis ^ai   Novak, Vera ^d   more..

^a RADBOUD UNIVERSITY MEDICAL CENTER   (Netherlands)

^b UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

^c GLENFIELD HOSPITAL   (United Kingdom)

^d SCD SISTA ^*

^e IMinds Future Health Department   (Belgium)

^f MCGILL UNIVERSITY   (Canada)

^g UNIVERSITÉ LAVAL   (Canada)

^h LAVAL UNIVERSITY   (Canada)

ⁱ UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^j EUROPEAN INSTITUTE OF ONCOLOGY   (Italy)

^k NIHON UNIVERSITY   (Japan)

^l KAUNAS UNIVERSITY OF TECHNOLOGY   (Lithuania)

^m UNIVERSITY OF OTAGO   (New Zealand)

ⁿ LUZERNER KANTONSSPITAL   (Switzerland)

^o NATIONAL CENTRAL UNIVERSITY   (Taiwan)

^p NATIONAL YANG MING UNIVERSITY   (Taiwan)

^q MAASTRICHT UNIVERSITY MEDICAL CENTER   (Netherlands)

^r ACADEMIC MEDICAL CENTER   (Netherlands)

^s UNIVERSITY MEDICAL CENTER GRONINGEN   (Netherlands)

^t UNIVERSITY OF NOTTINGHAM   (United Kingdom)

^u ALMAZOV NATIONAL MEDICAL RESEARCH CENTRE   (Russian Federation)

^v UNIVERSITY OF EAST ANGLIA   (United Kingdom)

^w CAMBRIDGE UNIVERSITY HOSPITALS NHS FOUNDATION TRUST   (United Kingdom)

^x Leicester NIHR Biomedical Research Unit in Cardiovascular Disease   (United Kingdom)

^y UNIVERSITY OF LEICESTER   (United Kingdom)

^z UNIVERSITY OF OXFORD   (United Kingdom)

^aa UNIVERSITY OF GLAMORGAN   (United Kingdom)

^ab UNIVERSIDAD DE LA REPÚBLICA   (Uruguay)

^ac UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

^ad UNIVERSITY OF NORTH TEXAS HEALTH SCIENCE CENTER   (United States)

^ae RUTGERS UNIVERSITY   (United States)

^af VETERANS AFFAIRS MEDICAL CENTER   (United States)

^ag PRESBYTERIAN HOSPITAL OF DALLAS   (United States)

^ah UNIVERSITY OF TEXAS SOUTHWESTERN MEDICAL CENTER   (United States)

^ai University of Texas Southwestern Medical Center at Dallas ^*  (United States)

more..

Author keywords

Cerebral autoregulation; cerebral blood flow; gold standard; transfer function analysis; white paper

Indexed keywords

ARTERIAL PRESSURE; AUTOREGULATION; BRAIN BLOOD FLOW; BRAIN INJURY; BRAIN PERFUSION; CEREBRAL AUTOREGULATION; CONTROLLED STUDY; HEART CYCLE; HUMAN; MEAN ARTERIAL PRESSURE; MIDDLE CEREBRAL ARTERY; PRIORITY JOURNAL; REVIEW; STANDARDIZATION; ANIMAL; BLOOD PRESSURE; BRAIN CIRCULATION; HOMEOSTASIS; META ANALYSIS; NEUROPHYSIOLOGY; PHYSIOLOGY; PROCEDURES;

ANIMALS; BLOOD PRESSURE; CEREBROVASCULAR CIRCULATION; HOMEOSTASIS; HUMANS; NEUROPHYSIOLOGY;

EID: 84962388412     PISSN: 0271678X     EISSN: 15597016     Source Type: Journal    
DOI: 10.1177/0271678X15626425     Document Type: Review

References (50)

1. Paulson OB, Strandgaard S and Edvinsson L. Cerebral autoregulation. Cerebrovasc Brain Metab Rev 1990; 2: 161-192.
2. Willie CK, Tzeng YC, Fisher JA, et al. Integrative regulation of human brain blood flow. J Physiol 2014; 592(Pt 5): 841-859.
3. Lassen NA. Autoregulation of cerebral blood flow. Circ Res 1964; 15(Suppl): 201-204.
4. Diehl RR, Linden D, Lucke D, et al. Spontaneous blood pressure oscillations and cerebral autoregulation. Clin Auton Res 1998; 8: 7-12.
5. Panerai RB. Cerebral autoregulation: from models to clinical applications. Cardiovasc Eng 2008; 8: 42-59.
6. Jaeger M, Schuhmann MU, Soehle M, et al. Continuous monitoring of cerebrovascular autoregulation after subarachnoid hemorrhage by brain tissue oxygen pressure reactivity and its relation to delayed cerebral infarction. Stroke 2007; 38: 981-986.
7. Jaeger M, Soehle M, Schuhmann MU, et al. Clinical significance of impaired cerebrovascular autoregulation after severe aneurysmal subarachnoid hemorrhage. Stroke 2012; 43: 2097-2101.
8. Budohoski KP, Czosnyka M, Smielewski P, et al. Impairment of cerebral autoregulation predicts delayed cerebral ischemia after subarachnoid hemorrhage: a prospective observational study. Stroke 2012; 43: 3230-3237.
9. Pickard JD, Matheson M, Patterson J, et al. Prediction of late ischemic complications after cerebral aneurysm surgery by the intra-operative measurement of cerebral blood-flow. J Neurosurg 1980; 53: 305-308.
10. Voldby B, Enevoldsen EM and Jensen FT. Cerebrovascular reactivity in patients with ruptured intracranial aneurysms. J Neurosurg 1985; 62: 59-67.
11. Tiecks FP, Haberl RL and Newell DW. Temporal patterns of evoked cerebral blood flow during reading. J Cereb Blood Flow Metab 1998; 18: 735-741.
12. Claassen JA, Levine BD and Zhang R. Dynamic cerebral autoregulation during repeated squat-stand maneuvers. J Appl Physiol 2009; 106: 153-160.
13. van Beek AH, Olde Rikkert MG, Pasman JW, et al. Dynamic cerebral autoregulation in the old using a repeated sit-stand maneuver. Ultrasound Med Biol 2010; 36: 192-201.
14. Aaslid R, Lindegaard KF, Sorteberg W, et al. Cerebral autoregulation dynamics in humans. Stroke 1989; 20: 45-52.
15. Castro PM, Santos R, Freitas J, et al. Autonomic dysfunction affects dynamic cerebral autoregulation during Valsalva maneuver: comparison between healthy and autonomic dysfunction subjects. J Appl Physiol 2014; 117: 205-213.
16. van Beek AH, Claassen JA, Rikkert MG, et al. Cerebral autoregulation: an overview of current concepts and methodology with special focus on the elderly. J Cereb Blood Flow Metab 2008; 28: 1071-1085.
17. Panerai RB, Kelsall AW, Rennie JM, et al. Cerebral autoregulation dynamics in premature newborns. Stroke 1995; 26: 74-80.
18. Piechnik SK, Yang X, Czosnyka M, et al. The continuous assessment of cerebrovascular reactivity: a validation of the method in healthy volunteers. Anesth Analg 1999; 89: 944-949.
19. Czosnyka M, Smielewski P, Kirkpatrick P, et al. Monitoring of cerebral autoregulation in head-injured patients. Stroke 1996; 27: 1829-1834.
20. Tiecks FP, Lam AM, Aaslid R, et al. Comparison of static and dynamic cerebral autoregulation measurements. Stroke 1995; 26: 1014-1019.
21. Zhang R, Zuckerman JH, Giller CA, et al. Transfer function analysis of dynamic cerebral autoregulation in humans. Am J Physiol 1998; 274(1 Pt 2): H233-H241.
22. Mitsis GD, Zhang R, Levine BD, et al. Modeling of nonlinear physiological systems with fast and slow dynamics. II. Application to cerebral autoregulation. Annals Biomed Eng 2002; 30: 555-565.
23. Marmarelis VZ, Shin DC, Song D, et al. Nonlinear modeling of dynamic interactions within neuronal ensembles using principal dynamic modes. J Comput Neurosci 2013; 34: 73-87.
24. Simpson DM, Panerai RB, Evans DH, et al. A parametric approach to measuring cerebral blood flow autoregulation from spontaneous variations in blood pressure. Ann Biomed Eng 2001; 29: 18-25.
25. Hu K, Peng CK, Czosnyka M, et al. Nonlinear assessment of cerebral autoregulation from spontaneous blood pressure and cerebral blood flow fluctuations. Cardiovasc Eng 2008; 8: 60-71.
26. Panerai RB. Assessment of cerebral pressure autoregulation in humans - a review of measurement methods. Physiol Meas 1998; 19: 305-338.
27. Bendat JS and Piersol AG. Decomposition of waveforces into linear and nonlinear components. J Sound Vib 1986; 106: 391-408.
28. Giller CA. The frequency-dependent behavior of cerebral autoregulation. Neurosurgery 1990; 27: 362-368.
29. Panerai RB. Transcranial Doppler for evaluation of cerebral autoregulation. Clin Auton Res 2009; 19: 197-211.
30. Meel-van den Abeelen ASS, Simpson DM, Wang LJY, et al. Between-centre variability in transfer function analysis, a widely used method for linear quantification of the dynamic pressure-flow relation: the CARNet study. Med Eng Phys 2014; 36: 620-627.
31. Meel-van den Abeelen ASS, van Beek AHEA, Slump CH, et al. Transfer function analysis for the assessment of cerebral autoregulation using spontaneous oscillations in blood pressure and cerebral blood flow. Med Eng Phys 2014; 36: 563-575.
32. Ainslie PN, Barach A, Murrell C, et al. Alterations in cerebral autoregulation and cerebral blood flow velocity during acute hypoxia: rest and exercise. Am J Physiol- Heart C 2007; 292: H976-H983.
33. Sala C, Santin E, Rescaldani M, et al. How long shall the patient rest before clinic blood pressure measurement? Am J Hypertens 2006; 19: 713-717.
34. Mehagnoul-Schipper DJ, van Kraaij DJW and Jansen RWMM. Achieving haemodynamic baseline values with Finapres in elderly subjects during supine rest. Clin Physiol 2000; 20: 466473.
35. Bendat JS and Piersol AG. Random data analysis and measurement procedures, 2 edn. New York, NY: John Wiley & Sons, 1986.
36. Vermeij A, Meel-van den Abeelen ASS, Kessels RPC, et al. Very-low-frequency oscillations of cerebral hemodynamics and blood pressure are affected by aging and cognitive load. Neuroimage 2014; 85: 608-615.
37. Claassen JA, Zhang R, Fu Q, et al. Transcranial Doppler estimation of cerebral blood flow and cerebrovascular conductance during modified rebreathing. J Appl Physiol 2007; 102: 870-877.
38. Ainslie PN, Celi L, McGrattan K, et al. Dynamic cerebral autoregulation and baroreflex sensitivity during modest and severe step changes in arterial PCO2. Brain Res 2008; 1230: 115-124.
39. Ainslie PN and Duffin J. Integration of cerebrovascular CO2 reactivity and chemoreflex control of breathing: mechanisms of regulation, measurement, and interpretation. Am J Physiol-Reg I 2009; 296: R1473-R1495.
40. Panerai RB, Deverson ST, Mahony P, et al. Effect of CO2 on dynamic cerebral autoregulation measurement. Physiol Meas 1999; 20: 265-275.
41. McDonald DA. Estimated dimensions of the arterial tree. In: Blood flow in arteries, 2 edn. Baltimore, MA: Williams & Wilkins, 1974, p 53.
42. Deegan BM, Serrador JM, Nakagawa K, et al. The effect of blood pressure calibrations and transcranial Doppler signal loss on transfer function estimates of cerebral autoregulation. Med Eng Phys 2011; 33: 553-562.
43. Welch PD. The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms. IEEE Trans Audio Electroacoust 1967; 15: 70-73.
44. Harris FJ. Use of windows for harmonic-analysis with discrete Fourier-transform. Proc IEEE 1978; 66: 51-83.
45. Gommer ED, Shijaku E, Mess WH, et al. Dynamic cerebral autoregulation: different signal processing methods without influence on results and reproducibility. Med Biol Eng Comput 2010; 48: 1243-1250.
46. Panerai RB, Eames PJ and Potter JF. Multiple coherence of cerebral blood flow velocity in humans. Am J Physiol- Heart C 2006; 291: H251-H259.
47. Tzeng YC, Ainslie PN, Cooke WH, et al. Assessment of cerebral autoregulation: the quandary of quantification. Am J Physiol-Heart C 2012; 303: H658-H671.
48. Novak V, Yang AC, Lepicovsky L, et al. Multimodal pressure-flow method to assess dynamics of cerebral autoregulation in stroke and hypertension. BioMed Eng Online 2004; 3: 39.
49. Panerai RB, Dawson SL and Potter JF. Linear and nonlinear analysis of human dynamic cerebral autoregulation. Am J Physiol-Heart C 1999; 277: H1089-H1099.
50. Panerai RB. Nonstationarity of dynamic cerebral autoregulation. Med Eng Phys 2014; 36: 576-584.