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Erschienen in: Cognitive Neurodynamics 6/2015

01.12.2015 | Research Article

A cerebral blood flow evaluation during cognitive tasks following a cervical spinal cord injury: a case study using transcranial Doppler recordings

verfasst von: Héloïse Bleton, Ervin Sejdić

Erschienen in: Cognitive Neurodynamics | Ausgabe 6/2015

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Abstract

A spinal cord injury (SCI) is one of the most common neurological disorders. In this paper, we examined the consequences of upper SCI in a male participant on the cerebral blood flow velocity. In particular, transcranial Doppler was used to study these effects through middle cerebral arteries (MCA) during resting-state periods and during cognitive challenges (non-verbal word-generation tasks and geometric-rotation tasks). Signal characteristics were analyzed from raw signals and envelope signals (maximum velocity) in the time domain, the frequency domain and the time–frequency domain. The frequency features highlighted an increase of the peak frequency in L-MCA and R-MCA raw signals, which revealed stronger cerebral blood flow during geometric/verbal processes respectively. This underlined a slight dominance of the right hemisphere during word-generation periods and a slight dominance of the left hemisphere during geometric processes. This finding was confirmed by cross-correlation in the time domain and by the entropy rate in information-theoretic domain. A comparison of our results to other neurological disorders (Alzheimer’s disease, Parkinson’s disease, autism, epilepsy, traumatic brain injury) showed that the SCI had similar effects such as general decreased cerebral blood flow and similar regular hemispheric dominance in a few cases.

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Literatur
Zurück zum Zitat Aaslid A, Markwalder T, Nornes H (1982) Noninvasive transcranial Doppler ultrasound recording of flow velocity in basal cerebral arteries. J Neurosurg 57(6):769–774PubMedCrossRef Aaslid A, Markwalder T, Nornes H (1982) Noninvasive transcranial Doppler ultrasound recording of flow velocity in basal cerebral arteries. J Neurosurg 57(6):769–774PubMedCrossRef
Zurück zum Zitat Abásolo D, Hornero R, Gómez C, García M, López M (2006) Analysis of EEG background activity in Alzeimer’s disease patients with Lempel–Ziv complexity and central tendency measure. Med Eng Phys 28(4):315–322PubMedCrossRef Abásolo D, Hornero R, Gómez C, García M, López M (2006) Analysis of EEG background activity in Alzeimer’s disease patients with Lempel–Ziv complexity and central tendency measure. Med Eng Phys 28(4):315–322PubMedCrossRef
Zurück zum Zitat Aboy M, Hornero R, Abásolo D, Álvarez D (2006) Interpretation of the Lempel–Ziv complexity measure in the context of biomedical signal analysis. IEEE Trans Biomed Eng 53(11):2282–2288PubMedCrossRef Aboy M, Hornero R, Abásolo D, Álvarez D (2006) Interpretation of the Lempel–Ziv complexity measure in the context of biomedical signal analysis. IEEE Trans Biomed Eng 53(11):2282–2288PubMedCrossRef
Zurück zum Zitat Adcock J, Wise R, Oxbury J, Matthews P (2003) Quantitative fMRI assessment of the differences in lateralization of language-related brain activation in patients with temporal lobe epilepsy. NeuroImage 18(2):423–438PubMedCrossRef Adcock J, Wise R, Oxbury J, Matthews P (2003) Quantitative fMRI assessment of the differences in lateralization of language-related brain activation in patients with temporal lobe epilepsy. NeuroImage 18(2):423–438PubMedCrossRef
Zurück zum Zitat Ahmed S, Shahjahan M, Murase K (2011) A Lempel–Ziv complexity-based neural network pruning algorithm. Int J Neural Syst 21(5):427–441PubMedCrossRef Ahmed S, Shahjahan M, Murase K (2011) A Lempel–Ziv complexity-based neural network pruning algorithm. Int J Neural Syst 21(5):427–441PubMedCrossRef
Zurück zum Zitat Alexandrov A, Sloan M, Wong L, Douville C, Razumovsky A, Koroshetz W, Kaps M, Tegeler C (2007) Practice standards for transcranial Doppler ultrasound: part I—test performance. J Neuroimaging 17(1):11–18PubMedCrossRef Alexandrov A, Sloan M, Wong L, Douville C, Razumovsky A, Koroshetz W, Kaps M, Tegeler C (2007) Practice standards for transcranial Doppler ultrasound: part I—test performance. J Neuroimaging 17(1):11–18PubMedCrossRef
Zurück zum Zitat Allen J, Coan J, Nazarian M (2004) Issues and assumptions on the road from raw signals to metrics of frontal EEG assymetry in emotion. Biol Psychol 67(1–2):183–218PubMedCrossRef Allen J, Coan J, Nazarian M (2004) Issues and assumptions on the road from raw signals to metrics of frontal EEG assymetry in emotion. Biol Psychol 67(1–2):183–218PubMedCrossRef
Zurück zum Zitat Bernd Ringelstein E, Droste D, Babikian V, Evans D, Grosset D, Kaps M, Markus H, Russell D, Siebler M (1998) Consensus on microembolus detection by TCD. Stroke 29(3):725–729CrossRef Bernd Ringelstein E, Droste D, Babikian V, Evans D, Grosset D, Kaps M, Markus H, Russell D, Siebler M (1998) Consensus on microembolus detection by TCD. Stroke 29(3):725–729CrossRef
Zurück zum Zitat Bishop C, Powell S, Rutt D, Browse N (1986) Transcranial Doppler measurement of middle cerebral artery blood flow velocity: a validation study. Stroke 17(5):913–915PubMedCrossRef Bishop C, Powell S, Rutt D, Browse N (1986) Transcranial Doppler measurement of middle cerebral artery blood flow velocity: a validation study. Stroke 17(5):913–915PubMedCrossRef
Zurück zum Zitat Bode H (1992) Intracranial blood flow velocities during seizures and generalized epileptic discharges. Eur J Pediatr 151(9):706–709PubMedCrossRef Bode H (1992) Intracranial blood flow velocities during seizures and generalized epileptic discharges. Eur J Pediatr 151(9):706–709PubMedCrossRef
Zurück zum Zitat Brass L, Pavlakis S, DeVivo D (1988) Transcranial Doppler measurements of the middle cerebral artery. Effect of hematocrit. Stroke 19(12):1466–1469PubMedCrossRef Brass L, Pavlakis S, DeVivo D (1988) Transcranial Doppler measurements of the middle cerebral artery. Effect of hematocrit. Stroke 19(12):1466–1469PubMedCrossRef
Zurück zum Zitat Bridge P, Sawilowsky S (1999) Increasing physicians’ awareness of the impact of statistics on research outcomes: comparative power of the t test and Wilcoxon rank-sum test in small samples applied research. J Clin Epidemiol 52(3):229–235PubMedCrossRef Bridge P, Sawilowsky S (1999) Increasing physicians’ awareness of the impact of statistics on research outcomes: comparative power of the t test and Wilcoxon rank-sum test in small samples applied research. J Clin Epidemiol 52(3):229–235PubMedCrossRef
Zurück zum Zitat Bulla-Hellwig M, Vollmer J, Götzen A, Skreczek W, Hartje W (1996) Hemispheric asymmetry of arterial blood flow velocity changes during verbal and visuospatial tasks. Neuropsychologia 34(10):987–991PubMedCrossRef Bulla-Hellwig M, Vollmer J, Götzen A, Skreczek W, Hartje W (1996) Hemispheric asymmetry of arterial blood flow velocity changes during verbal and visuospatial tasks. Neuropsychologia 34(10):987–991PubMedCrossRef
Zurück zum Zitat Burroni L, Orsi A, Monti L, Hayek Y, Rocchi R, Vattimo A (2008) Regional cerebral blood flow in childhood autism: a SPET study with SPM evaluation. Nucl Med Commun 29(2):150–156PubMedCrossRef Burroni L, Orsi A, Monti L, Hayek Y, Rocchi R, Vattimo A (2008) Regional cerebral blood flow in childhood autism: a SPET study with SPM evaluation. Nucl Med Commun 29(2):150–156PubMedCrossRef
Zurück zum Zitat Catz A, Bluvshtein V, Korczyn A, Pinhas I, Gelernter I, Nissel T, Vered Y, Bornstein N, Akselrod S (2007) Modified cold pressor test by cold application to the foot after spinal cord injury: suggestion of hemodynamics control by the spinal cord. Am J Phys Med Rehabil 86(11):875–882PubMedCrossRef Catz A, Bluvshtein V, Korczyn A, Pinhas I, Gelernter I, Nissel T, Vered Y, Bornstein N, Akselrod S (2007) Modified cold pressor test by cold application to the foot after spinal cord injury: suggestion of hemodynamics control by the spinal cord. Am J Phys Med Rehabil 86(11):875–882PubMedCrossRef
Zurück zum Zitat Cirak B, Ziegfeld S, Misra Knight V, Chang D, Avellino A, Paidas C (2004) Spinal injuries in children. J Pediatr Surg 39(4):607–612PubMedCrossRef Cirak B, Ziegfeld S, Misra Knight V, Chang D, Avellino A, Paidas C (2004) Spinal injuries in children. J Pediatr Surg 39(4):607–612PubMedCrossRef
Zurück zum Zitat Claassen J, Diaz-Arrastia R, Martin-Cook K, Levine B, Zhang R (2009) Altered cerebral hemodynamics in early Alzheimer disease: a pilot study using transcranial Doppler. J Alzheimer’s Dis 17(3):621–629 Claassen J, Diaz-Arrastia R, Martin-Cook K, Levine B, Zhang R (2009) Altered cerebral hemodynamics in early Alzheimer disease: a pilot study using transcranial Doppler. J Alzheimer’s Dis 17(3):621–629
Zurück zum Zitat Compton J, Redmond S, Symon L (1987) Cerebral blood velocity in subarachnoid haemorrhage: a transcranial Doppler study. J Neurol Neurosurg Psychiatry 50(11):1499–1503PubMedCentralPubMedCrossRef Compton J, Redmond S, Symon L (1987) Cerebral blood velocity in subarachnoid haemorrhage: a transcranial Doppler study. J Neurol Neurosurg Psychiatry 50(11):1499–1503PubMedCentralPubMedCrossRef
Zurück zum Zitat Costa M, Stegagno L, Schandry R, Ricci Bitti P (1998) Contingent negative variation and cognitive performance in hypotension. Psychophysiology 35(6):737–744PubMedCrossRef Costa M, Stegagno L, Schandry R, Ricci Bitti P (1998) Contingent negative variation and cognitive performance in hypotension. Psychophysiology 35(6):737–744PubMedCrossRef
Zurück zum Zitat Cupini L, Matteis M, Troisi E, Sabbadini M, Bernardi G, Caltagirone C, Silvestrini M (1996) Bilateral simultaneous transcranial Doppler monitoring of flow velocity changes during visuospatial and verbal working memory tasks. Brain 119(4):1249–1253PubMedCrossRef Cupini L, Matteis M, Troisi E, Sabbadini M, Bernardi G, Caltagirone C, Silvestrini M (1996) Bilateral simultaneous transcranial Doppler monitoring of flow velocity changes during visuospatial and verbal working memory tasks. Brain 119(4):1249–1253PubMedCrossRef
Zurück zum Zitat Curt A, Bruehlmeier M, Leenders K, Roelcke U, Dietz V (2004) Differential effect of spinal cord injury and functional impairment on human brain activation. J Neurotrauma 19(1):43–51CrossRef Curt A, Bruehlmeier M, Leenders K, Roelcke U, Dietz V (2004) Differential effect of spinal cord injury and functional impairment on human brain activation. J Neurotrauma 19(1):43–51CrossRef
Zurück zum Zitat Davidoff G, Roth E, Thomas P, Doljanac R, Dijkers M, Berent S, Morris J, Yarkony G (1990) Depression and neuropsychological test performance in acute spinal cord injury patients: lack of correlation. Arch Clin Neuropsychol 5(1):77–88PubMedCrossRef Davidoff G, Roth E, Thomas P, Doljanac R, Dijkers M, Berent S, Morris J, Yarkony G (1990) Depression and neuropsychological test performance in acute spinal cord injury patients: lack of correlation. Arch Clin Neuropsychol 5(1):77–88PubMedCrossRef
Zurück zum Zitat Dawson G (1982) Cerebral lateralization in individuals diagnosed as autistic in early childhood. Brain Lang 15(2):353–368PubMedCrossRef Dawson G (1982) Cerebral lateralization in individuals diagnosed as autistic in early childhood. Brain Lang 15(2):353–368PubMedCrossRef
Zurück zum Zitat DeCarlo L (1997) On the meaning and use of kurtosis. Psychol Methods 2(3):292–307CrossRef DeCarlo L (1997) On the meaning and use of kurtosis. Psychol Methods 2(3):292–307CrossRef
Zurück zum Zitat Deppe M, Knecht S, Henningsen H, Ringelstein E (1997) Average: a Windows® program for automated analysis of event related cerebral blood flow. J Neurosci Methods 75(2):147–154PubMedCrossRef Deppe M, Knecht S, Henningsen H, Ringelstein E (1997) Average: a Windows® program for automated analysis of event related cerebral blood flow. J Neurosci Methods 75(2):147–154PubMedCrossRef
Zurück zum Zitat Deppe M, Ringelstein E, Knecht S (2004) The investigation of functional brain lateralization by transcranial Doppler sonography. Neuroimage 21(3):1124–1146PubMedCrossRef Deppe M, Ringelstein E, Knecht S (2004) The investigation of functional brain lateralization by transcranial Doppler sonography. Neuroimage 21(3):1124–1146PubMedCrossRef
Zurück zum Zitat DePuy V, Berger V, Zhou Y (2005) Wilcoxon–Mann–Whitney test. Encyclopedia of statistics in behavioral science. Wiley, London DePuy V, Berger V, Zhou Y (2005) Wilcoxon–Mann–Whitney test. Encyclopedia of statistics in behavioral science. Wiley, London
Zurück zum Zitat Derejko M, Slawek J, Wieczorek D, Brockhuis B, Dubaniewicz M, Lass P (2006) Regional cerebral blood flow in Parkinson’s disease as an indicator of cognitive impairment. Nucl Med Commun 27(12):945–951PubMedCrossRef Derejko M, Slawek J, Wieczorek D, Brockhuis B, Dubaniewicz M, Lass P (2006) Regional cerebral blood flow in Parkinson’s disease as an indicator of cognitive impairment. Nucl Med Commun 27(12):945–951PubMedCrossRef
Zurück zum Zitat Diehl B, Diehl R, Stodieck S, Bernd Ringelstein E (1997) Spontaneous oscillations in cerebral blood flow velocities in middle cerebral arteries in control subjects and patients with epilepsy. Stroke 28(12):2457–2459PubMedCrossRef Diehl B, Diehl R, Stodieck S, Bernd Ringelstein E (1997) Spontaneous oscillations in cerebral blood flow velocities in middle cerebral arteries in control subjects and patients with epilepsy. Stroke 28(12):2457–2459PubMedCrossRef
Zurück zum Zitat Dowler R, O’Brien S, Haaland K, Harrington D, Feel F, Fiedler K (1995) Neuropsychological functioning following a spinal cord injury. Appl Neuropsychol 2(3/4):124–126PubMedCrossRef Dowler R, O’Brien S, Haaland K, Harrington D, Feel F, Fiedler K (1995) Neuropsychological functioning following a spinal cord injury. Appl Neuropsychol 2(3/4):124–126PubMedCrossRef
Zurück zum Zitat Droste D, Harders A, Rastogi E (1989a) A transcranial Doppler study of blood flow velocity in the middle cerebral arteries performed at rest and during mental activities. Stroke 20(8):1005–1011PubMedCrossRef Droste D, Harders A, Rastogi E (1989a) A transcranial Doppler study of blood flow velocity in the middle cerebral arteries performed at rest and during mental activities. Stroke 20(8):1005–1011PubMedCrossRef
Zurück zum Zitat Droste D, Harders A, Rastogi E (1989b) Two Transcranial Doppler studies on blood flow velocity in both middle cerebral arteries during rest and the performance of cognitive tasks. Neuropsychologia 27(10):1221–1230PubMedCrossRef Droste D, Harders A, Rastogi E (1989b) Two Transcranial Doppler studies on blood flow velocity in both middle cerebral arteries during rest and the performance of cognitive tasks. Neuropsychologia 27(10):1221–1230PubMedCrossRef
Zurück zum Zitat Duschek S, Schandry R (2004) Cognitive performance and cerebral blood flow in essential hypotension. Psychophysiology 41(6):905–913PubMedCrossRef Duschek S, Schandry R (2004) Cognitive performance and cerebral blood flow in essential hypotension. Psychophysiology 41(6):905–913PubMedCrossRef
Zurück zum Zitat Duschek S, Weisz N, Schandry R (2003) Reduced cognitive performance and prolonged reaction time accompany moderate hypotension. Clin Auton Res 13(6):427–432PubMed Duschek S, Weisz N, Schandry R (2003) Reduced cognitive performance and prolonged reaction time accompany moderate hypotension. Clin Auton Res 13(6):427–432PubMed
Zurück zum Zitat Escalante-Mead P, Minshew N, Sweeney J (2003) Abnormal brain lateralization in high-functioning autism. J Autism Dev Disord 33(5):539–543PubMedCrossRef Escalante-Mead P, Minshew N, Sweeney J (2003) Abnormal brain lateralization in high-functioning autism. J Autism Dev Disord 33(5):539–543PubMedCrossRef
Zurück zum Zitat Everts R, Harvey A, Lillywhite L, Wrennall J, Abbott D, Gonzalez L, Kean M, Jackson G, Anderson V (2010) Language lateralization correlates with verbal memory performance in children with focal epilepsy. Epilepsia 51(4):627–638PubMedCrossRef Everts R, Harvey A, Lillywhite L, Wrennall J, Abbott D, Gonzalez L, Kean M, Jackson G, Anderson V (2010) Language lateralization correlates with verbal memory performance in children with focal epilepsy. Epilepsia 51(4):627–638PubMedCrossRef
Zurück zum Zitat Fisher R, Van Emde Boas W, Blume W, Elger C, Genton P, Lee P, Engel J (2005) Epileptic seizures and epilepsy: definitions proposed by the International League Against Epilepsy (ILAE) and the International Bureau for Epilepsy (IBE). Epilepsia 46(4):470–472PubMedCrossRef Fisher R, Van Emde Boas W, Blume W, Elger C, Genton P, Lee P, Engel J (2005) Epileptic seizures and epilepsy: definitions proposed by the International League Against Epilepsy (ILAE) and the International Bureau for Epilepsy (IBE). Epilepsia 46(4):470–472PubMedCrossRef
Zurück zum Zitat Fox P, Raichle M (1986) Focal physiological uncoupling of cerebral blood flow and oxidative metabolism during somatosensory stimulation in human subjects. Proc Natl Acad Sci USA 83(4):1140–1144PubMedCentralPubMedCrossRef Fox P, Raichle M (1986) Focal physiological uncoupling of cerebral blood flow and oxidative metabolism during somatosensory stimulation in human subjects. Proc Natl Acad Sci USA 83(4):1140–1144PubMedCentralPubMedCrossRef
Zurück zum Zitat George M, Costa D, Kouris K, Ring H, Ell P (1992) Cerebral blood flow abnormalities in adults with infantile autism. J Nerv Ment Dis 180(7):413–417PubMedCrossRef George M, Costa D, Kouris K, Ring H, Ell P (1992) Cerebral blood flow abnormalities in adults with infantile autism. J Nerv Ment Dis 180(7):413–417PubMedCrossRef
Zurück zum Zitat Giller C, Bowman G, Dyer H, Mootz L, Krippner W (1993) Cerebral arterial diameters during changes in blood pressure and carbon dioxide during craniotomy. Neurosurgery 32(5):737–742PubMedCrossRef Giller C, Bowman G, Dyer H, Mootz L, Krippner W (1993) Cerebral arterial diameters during changes in blood pressure and carbon dioxide during craniotomy. Neurosurgery 32(5):737–742PubMedCrossRef
Zurück zum Zitat Gonzalez F, Chang J, Banovac K, Messina D, Martinez-Arizala A, Kelley R (1991) Autoregulation of cerebral blood flow in patients with orthostatic hypotension after spinal cord injury. Paraplegia 29:1–7PubMedCrossRef Gonzalez F, Chang J, Banovac K, Messina D, Martinez-Arizala A, Kelley R (1991) Autoregulation of cerebral blood flow in patients with orthostatic hypotension after spinal cord injury. Paraplegia 29:1–7PubMedCrossRef
Zurück zum Zitat Han C-X, Wang J, Yi G-S, Che Y-Q (2013) Investigation of EEG abnormalities in the early stage of Parkinson’s disease. Cogn Neurodyn 7(4):351–359PubMedCentralPubMedCrossRef Han C-X, Wang J, Yi G-S, Che Y-Q (2013) Investigation of EEG abnormalities in the early stage of Parkinson’s disease. Cogn Neurodyn 7(4):351–359PubMedCentralPubMedCrossRef
Zurück zum Zitat Hartje W, Ringelstein E, Kistinger B, Fabianek D, Willmes K (1994) Transcranial Doppler ultrasonic assessment of middle cerebral artery blood flow velocity changes during verbal and visuospatial cognitive tasks. Neuropsychologia 32(12):1443–1452PubMedCrossRef Hartje W, Ringelstein E, Kistinger B, Fabianek D, Willmes K (1994) Transcranial Doppler ultrasonic assessment of middle cerebral artery blood flow velocity changes during verbal and visuospatial cognitive tasks. Neuropsychologia 32(12):1443–1452PubMedCrossRef
Zurück zum Zitat Hayman G, Govindarajulu Z, Leone F, Kim P, Jennrich R (1970) Selected tables in mathematical statistics. American Mathematical Society, Providence Hayman G, Govindarajulu Z, Leone F, Kim P, Jennrich R (1970) Selected tables in mathematical statistics. American Mathematical Society, Providence
Zurück zum Zitat Hilton M (1997) Wavelet and wavelet packet compression of electrocardiograms. IEEE Trans Biomed Eng 44(5):394–402PubMedCrossRef Hilton M (1997) Wavelet and wavelet packet compression of electrocardiograms. IEEE Trans Biomed Eng 44(5):394–402PubMedCrossRef
Zurück zum Zitat Hirtz D, Thurman D, Gwinn-Hardy K, Mohamed M, Chaudhuri A, Zalutsky R (2007) How common are the “common” neurologic disorders? Neurology 68(5):326–337PubMedCrossRef Hirtz D, Thurman D, Gwinn-Hardy K, Mohamed M, Chaudhuri A, Zalutsky R (2007) How common are the “common” neurologic disorders? Neurology 68(5):326–337PubMedCrossRef
Zurück zum Zitat Hosking J (1990) L-moments: analysis and estimation of distributions using linear combinations of order statistics. J R Stat Soc Ser B (Methodol) 52(1):105–124 Hosking J (1990) L-moments: analysis and estimation of distributions using linear combinations of order statistics. J R Stat Soc Ser B (Methodol) 52(1):105–124
Zurück zum Zitat Houtman S, Serrador J, Colier W, Strijbos D, Shoemaker K, Hopman M (2001) Changes in cerebral oxygenation and blood flow during LBNP in spinal cord-injured individuals. J Appl Physiol 91(5):2199–2204PubMed Houtman S, Serrador J, Colier W, Strijbos D, Shoemaker K, Hopman M (2001) Changes in cerebral oxygenation and blood flow during LBNP in spinal cord-injured individuals. J Appl Physiol 91(5):2199–2204PubMed
Zurück zum Zitat Hu J, Gao J, Principe J (2006) Analysis of biomedical signals by the Lempel–Ziv complexity: the effect of finite data size. IEEE Trans Biomed Eng 53(12):2606–2609PubMedCrossRef Hu J, Gao J, Principe J (2006) Analysis of biomedical signals by the Lempel–Ziv complexity: the effect of finite data size. IEEE Trans Biomed Eng 53(12):2606–2609PubMedCrossRef
Zurück zum Zitat Joo E, Tae W, Hong S (2008) Cerebral blood flow abnormality in patients with idiopathic generalized epilepsy. J Neurol 255(4):520–525PubMedCrossRef Joo E, Tae W, Hong S (2008) Cerebral blood flow abnormality in patients with idiopathic generalized epilepsy. J Neurol 255(4):520–525PubMedCrossRef
Zurück zum Zitat Kelley R, Chang J, Scheinman N, Levin B, Duncan R, Lee S (1992) Transcranial Doppler assessment of cerebral flow velocity during cognitive tasks. Stroke 23(1):9–14PubMedCrossRef Kelley R, Chang J, Scheinman N, Levin B, Duncan R, Lee S (1992) Transcranial Doppler assessment of cerebral flow velocity during cognitive tasks. Stroke 23(1):9–14PubMedCrossRef
Zurück zum Zitat Knake S, Haag A, Hamer H, Dittmer C, Bien S, Oertel W, Rosenow F (2003) Language lateralization in patients with temporal lobe epilepsy: a comparison of functional transcranial Doppler sonography and the Wada test. NeuroImage 19(3):1228–1232PubMedCrossRef Knake S, Haag A, Hamer H, Dittmer C, Bien S, Oertel W, Rosenow F (2003) Language lateralization in patients with temporal lobe epilepsy: a comparison of functional transcranial Doppler sonography and the Wada test. NeuroImage 19(3):1228–1232PubMedCrossRef
Zurück zum Zitat Knecht S, Deppe M, Ebner A, Henningsen H, Huber T, Jokeit H, Ringelstein E (1998) Noninvasive determination of language lateralization by functional transcranial Doppler sonography. Stroke 29(1):82–86PubMedCrossRef Knecht S, Deppe M, Ebner A, Henningsen H, Huber T, Jokeit H, Ringelstein E (1998) Noninvasive determination of language lateralization by functional transcranial Doppler sonography. Stroke 29(1):82–86PubMedCrossRef
Zurück zum Zitat Krassioukov A (2009) Autonomic function following cervical spinal injury. Respir Physiol Neurobiol 169(2):157–164PubMedCrossRef Krassioukov A (2009) Autonomic function following cervical spinal injury. Respir Physiol Neurobiol 169(2):157–164PubMedCrossRef
Zurück zum Zitat Krejza J, Mariak Z, Walecki J, Szydlik P, Lewko J, Ustymowicz A (1999) Transcranial color Doppler sonography of basal cerebral arteries in 182 healthy subjects: age and sex variability and normal reference values for blood flow parameters. J Cereb Blood Flow Metab 172(1):213–218 Krejza J, Mariak Z, Walecki J, Szydlik P, Lewko J, Ustymowicz A (1999) Transcranial color Doppler sonography of basal cerebral arteries in 182 healthy subjects: age and sex variability and normal reference values for blood flow parameters. J Cereb Blood Flow Metab 172(1):213–218
Zurück zum Zitat Larsen F, Olsen K, Hansen B, Paulson O, Knudsen G (1994) Transcranial Doppler is valid for determination of the lower limit of cerebral blood flow autoregulation. Stroke 25(10):1985–1988PubMedCrossRef Larsen F, Olsen K, Hansen B, Paulson O, Knudsen G (1994) Transcranial Doppler is valid for determination of the lower limit of cerebral blood flow autoregulation. Stroke 25(10):1985–1988PubMedCrossRef
Zurück zum Zitat Lee J, Sejdić E, Steele C, Chau T (2010) Effects of liquid stimuli on dual-axis swallowing accelerometer signals in a healthy population. Biomed Eng Online 9(1):7PubMedCentralPubMedCrossRef Lee J, Sejdić E, Steele C, Chau T (2010) Effects of liquid stimuli on dual-axis swallowing accelerometer signals in a healthy population. Biomed Eng Online 9(1):7PubMedCentralPubMedCrossRef
Zurück zum Zitat Lempel A, Ziv J (1976) On the complexity of finite sequences. IEEE Trans Inf Theory 22(1):75–81CrossRef Lempel A, Ziv J (1976) On the complexity of finite sequences. IEEE Trans Inf Theory 22(1):75–81CrossRef
Zurück zum Zitat Li M, Huang H, Boninger M, Sejdić E (2014) An analysis of cerebral blood flow from middle cerebral arteries during cognitive tasks via functional transcranial Doppler recordings. Neurosci Res 84:19–26PubMedCrossRef Li M, Huang H, Boninger M, Sejdić E (2014) An analysis of cerebral blood flow from middle cerebral arteries during cognitive tasks via functional transcranial Doppler recordings. Neurosci Res 84:19–26PubMedCrossRef
Zurück zum Zitat Lindegaard K, Lundar T, Wiberg J, Sjøberg D, Aaslid R, Nornes H (1987) Variations in middle cerebral artery blood flow investigated with noninvasive transcranial blood velocity measurements. Stroke 18(6):1025–1030PubMedCrossRef Lindegaard K, Lundar T, Wiberg J, Sjøberg D, Aaslid R, Nornes H (1987) Variations in middle cerebral artery blood flow investigated with noninvasive transcranial blood velocity measurements. Stroke 18(6):1025–1030PubMedCrossRef
Zurück zum Zitat Markwalder T, Grolimund P, Seiler R, Roth F, Aaslid R (1984) Dependency of blood flow velocity in the middle cerebral artery on end-tidal carbon dioxide partial-pressure. a transcranial ultrasound Doppler study. J Cereb Blood Flow Metab 4(3):368–372PubMedCrossRef Markwalder T, Grolimund P, Seiler R, Roth F, Aaslid R (1984) Dependency of blood flow velocity in the middle cerebral artery on end-tidal carbon dioxide partial-pressure. a transcranial ultrasound Doppler study. J Cereb Blood Flow Metab 4(3):368–372PubMedCrossRef
Zurück zum Zitat Marmarou A, Anderson R, Ward J, Choi S, Young H, Eisenberg H, Foulkes M, Marshall L, Jane J (1991) Impact of ICP instability and hypotension on outcome in patients with severe head trauma. J Neurosurg 75(1s):S59–S66 Marmarou A, Anderson R, Ward J, Choi S, Young H, Eisenberg H, Foulkes M, Marshall L, Jane J (1991) Impact of ICP instability and hypotension on outcome in patients with severe head trauma. J Neurosurg 75(1s):S59–S66
Zurück zum Zitat Morris J, Roth E, Davidoff G (1986) Mild closed head injury and cognitive deficits in spinal-cord-injured patients: incidence and impact. J Head Trauma Rehabil 1(2):31–42CrossRef Morris J, Roth E, Davidoff G (1986) Mild closed head injury and cognitive deficits in spinal-cord-injured patients: incidence and impact. J Head Trauma Rehabil 1(2):31–42CrossRef
Zurück zum Zitat Morris M, Scherr P, Hebert L, Bennett D, Wilson R, Glynn R, Evans D (2002) Association between blood pressure and cognitive function in a biracial community population of older persons. Neuroepidemiology 21(3):123–130PubMedCrossRef Morris M, Scherr P, Hebert L, Bennett D, Wilson R, Glynn R, Evans D (2002) Association between blood pressure and cognitive function in a biracial community population of older persons. Neuroepidemiology 21(3):123–130PubMedCrossRef
Zurück zum Zitat Nanda R, Wyper D, Harper A, Johnson R (1974) Cerebral blood flow in paraplegia. Paraplegia 12:212–218PubMedCrossRef Nanda R, Wyper D, Harper A, Johnson R (1974) Cerebral blood flow in paraplegia. Paraplegia 12:212–218PubMedCrossRef
Zurück zum Zitat Nishida H, Takahashi M, Lauwereyns J (2014) Within-session dynamics of theta–gamma coupling and high-frequency oscillations during spatial alternation in rat hippocampal area CA1. Cogn Neurodyn 7(5):363–372CrossRef Nishida H, Takahashi M, Lauwereyns J (2014) Within-session dynamics of theta–gamma coupling and high-frequency oscillations during spatial alternation in rat hippocampal area CA1. Cogn Neurodyn 7(5):363–372CrossRef
Zurück zum Zitat Oja H (1990) Descriptive statitics for multivariate distributions. Stat Probab Lett 1(6):327–332CrossRef Oja H (1990) Descriptive statitics for multivariate distributions. Stat Probab Lett 1(6):327–332CrossRef
Zurück zum Zitat Papoulis A (1991) Probability, random variables, and stochastic processes. WCB/McGraw-Hill, New York Papoulis A (1991) Probability, random variables, and stochastic processes. WCB/McGraw-Hill, New York
Zurück zum Zitat Phillips A, Ainslie P, Krassioukov A, Warburton D (2013) Regulation of cerebral blood flow after spinal cord injury. J Neurotrauma 30:1551–1563PubMedCrossRef Phillips A, Ainslie P, Krassioukov A, Warburton D (2013) Regulation of cerebral blood flow after spinal cord injury. J Neurotrauma 30:1551–1563PubMedCrossRef
Zurück zum Zitat Pincus S, Gladstone I, Ehrenkranz R (1991) A regularity statistic fore medical data analysis. J Clin Monit 7(4):335–345PubMedCrossRef Pincus S, Gladstone I, Ehrenkranz R (1991) A regularity statistic fore medical data analysis. J Clin Monit 7(4):335–345PubMedCrossRef
Zurück zum Zitat Porta A, Baselli G, Liberati D, Montano N, Cogliati C, Gnecchi-Ruscone T, Malliani A, Cerutti S (1998) Measuring regularity by means of a corrected conditional entropy in sympathetic outflow. Biol Cybern 78(1):71–78PubMedCrossRef Porta A, Baselli G, Liberati D, Montano N, Cogliati C, Gnecchi-Ruscone T, Malliani A, Cerutti S (1998) Measuring regularity by means of a corrected conditional entropy in sympathetic outflow. Biol Cybern 78(1):71–78PubMedCrossRef
Zurück zum Zitat Porta A, Guzzetti S, Montano N, Pagani M, Somers V, Malliani A, Baselli G, Cerutti S (2000) Information domain analysis of cardiovascular variability signals: evaluation of regularity, synchronisation and co-ordination. Med Biol Eng Comput 38(2):180–188PubMedCrossRef Porta A, Guzzetti S, Montano N, Pagani M, Somers V, Malliani A, Baselli G, Cerutti S (2000) Information domain analysis of cardiovascular variability signals: evaluation of regularity, synchronisation and co-ordination. Med Biol Eng Comput 38(2):180–188PubMedCrossRef
Zurück zum Zitat Porta A, Guzzetti S, Montano N, Furlan R, Pagani M, Somers V (2011) Entropy, entropy rate, and pattern classification as tools to typify complexity in short heart period variability series. IEEE Trans Inf Theory 48(11):1282–1291 Porta A, Guzzetti S, Montano N, Furlan R, Pagani M, Somers V (2011) Entropy, entropy rate, and pattern classification as tools to typify complexity in short heart period variability series. IEEE Trans Inf Theory 48(11):1282–1291
Zurück zum Zitat Rasmussen T, Milner B (1977) The role of early left-brain injury in determining lateralization of cerebral speech functions. Ann NY Acad Sci 299:355–369PubMedCrossRef Rasmussen T, Milner B (1977) The role of early left-brain injury in determining lateralization of cerebral speech functions. Ann NY Acad Sci 299:355–369PubMedCrossRef
Zurück zum Zitat Reid J, Spencer M (1972) Ultrasonic Doppler technique for imaging blood vessels. Science 176(4040):1235–1236PubMedCrossRef Reid J, Spencer M (1972) Ultrasonic Doppler technique for imaging blood vessels. Science 176(4040):1235–1236PubMedCrossRef
Zurück zum Zitat Rombouts S, Goekoop R, Stam C, Barkhof F, Scheltens P (2005) Delayed rather than decreased BOLD response as a marker for early Alzheimer’s disease. NeuroImage 26(4):1078–1085PubMedCrossRef Rombouts S, Goekoop R, Stam C, Barkhof F, Scheltens P (2005) Delayed rather than decreased BOLD response as a marker for early Alzheimer’s disease. NeuroImage 26(4):1078–1085PubMedCrossRef
Zurück zum Zitat Rosso O, Blanco S, Yordanova J, Kolev V, Figliola A, Schrmann M, Basar E (2001) Wavelet entropy: a new tool for analysis of short duration brain electrical signals. J Neurosci Methods 105(1):65–75PubMedCrossRef Rosso O, Blanco S, Yordanova J, Kolev V, Figliola A, Schrmann M, Basar E (2001) Wavelet entropy: a new tool for analysis of short duration brain electrical signals. J Neurosci Methods 105(1):65–75PubMedCrossRef
Zurück zum Zitat Sadowsky C, Volshteyn O, Schultz L, McDonald J (2002) Spinal-cord injury. Disabil Rehabil 24(13):680–687PubMedCrossRef Sadowsky C, Volshteyn O, Schultz L, McDonald J (2002) Spinal-cord injury. Disabil Rehabil 24(13):680–687PubMedCrossRef
Zurück zum Zitat Schmidt P, Krings T, Willmes K, Roessler F, Reul J, Thron A (1999) Determination of cognitive hemispheric lateralization by “functional” Transcranial Doppler cross-validated by functional MRI. Stroke 30(5):939–945PubMedCrossRef Schmidt P, Krings T, Willmes K, Roessler F, Reul J, Thron A (1999) Determination of cognitive hemispheric lateralization by “functional” Transcranial Doppler cross-validated by functional MRI. Stroke 30(5):939–945PubMedCrossRef
Zurück zum Zitat Schneider P, Rossman M, Bernstein E, Torem S, Ringelstein E, Otis S (1988) Effect of internal carotid artery occlusion on intracranial hemodynamics. Transcranial Doppler evaluation and clinical correlation. Stroke 19(5):589–593PubMedCrossRef Schneider P, Rossman M, Bernstein E, Torem S, Ringelstein E, Otis S (1988) Effect of internal carotid artery occlusion on intracranial hemodynamics. Transcranial Doppler evaluation and clinical correlation. Stroke 19(5):589–593PubMedCrossRef
Zurück zum Zitat Scott J, Warburton D, Williams D, Whelan S, Krassioukov A (2011) Challenges, concerns and common problems: physiological consequences of spinal cord injury and microgravity. Spinal Cord 49(1):4–16PubMedCrossRef Scott J, Warburton D, Williams D, Whelan S, Krassioukov A (2011) Challenges, concerns and common problems: physiological consequences of spinal cord injury and microgravity. Spinal Cord 49(1):4–16PubMedCrossRef
Zurück zum Zitat Scott Burgin W, Malkoff M, Felberg R, Demchuk A, Christou I, Grotta J, Alexandrov A (2000) Transcranial Doppler ultrasound criteria for recanalization after thrombolysis for middle cerebral artery stroke. Stroke 31(5):1128–1132CrossRef Scott Burgin W, Malkoff M, Felberg R, Demchuk A, Christou I, Grotta J, Alexandrov A (2000) Transcranial Doppler ultrasound criteria for recanalization after thrombolysis for middle cerebral artery stroke. Stroke 31(5):1128–1132CrossRef
Zurück zum Zitat Sejdić E, Djurović I, Jiang J (2009) Time-frequency feature representation using energy concentration: an overview of recent advances. Digit Signal Proc 19(1):153–183CrossRef Sejdić E, Djurović I, Jiang J (2009) Time-frequency feature representation using energy concentration: an overview of recent advances. Digit Signal Proc 19(1):153–183CrossRef
Zurück zum Zitat Sejdić E, Kalika D, Czarnek N (2013) An analysis of resting-state functional transcranial Doppler recordings from middle cerebral arteries. PLoS One 8(2):e55405-1–e55405-9CrossRef Sejdić E, Kalika D, Czarnek N (2013) An analysis of resting-state functional transcranial Doppler recordings from middle cerebral arteries. PLoS One 8(2):e55405-1–e55405-9CrossRef
Zurück zum Zitat Shih W, Ashford J, Coupal J, Ryo Y, Stipp V, Magoun S, Gross K (1999) Consecutive brain SPECT surface three-dimensional displays show progression of cerebral cortical abnormalities in Alzheimer’s disease. Clin Nucl Med 24(10):773PubMedCrossRef Shih W, Ashford J, Coupal J, Ryo Y, Stipp V, Magoun S, Gross K (1999) Consecutive brain SPECT surface three-dimensional displays show progression of cerebral cortical abnormalities in Alzheimer’s disease. Clin Nucl Med 24(10):773PubMedCrossRef
Zurück zum Zitat Silvestrini M, Pasqualetti P, Baruffaldi R, Bartolini M, Handouk Y, Matteis M, Moffa F, Provinciali L, Vernieri F (2006) Cerebrovascular reactivity ad cognitive decline in patients with Alzheimer disease. Stroke 37(4):1010–1015PubMedCrossRef Silvestrini M, Pasqualetti P, Baruffaldi R, Bartolini M, Handouk Y, Matteis M, Moffa F, Provinciali L, Vernieri F (2006) Cerebrovascular reactivity ad cognitive decline in patients with Alzheimer disease. Stroke 37(4):1010–1015PubMedCrossRef
Zurück zum Zitat Soustiel J, Glenn T, Shik V, Boscardin J, Mahamid E, Zaaroor M (2005) Monitoring of cerebral blood flow and metabolism in traumatic brain injury. J Neurotrauma 22(9):955–965PubMedCrossRef Soustiel J, Glenn T, Shik V, Boscardin J, Mahamid E, Zaaroor M (2005) Monitoring of cerebral blood flow and metabolism in traumatic brain injury. J Neurotrauma 22(9):955–965PubMedCrossRef
Zurück zum Zitat Standring S (2008) Gray’s Anatomy: the anatomical basis of clinical practice. Churchill Livingstone, London Standring S (2008) Gray’s Anatomy: the anatomical basis of clinical practice. Churchill Livingstone, London
Zurück zum Zitat Szirmai I, Amrein I, Pálvölgyi L, Debreczeni R, Kamondi A (2010) Evaluation of cerebrovascular spasm with transcranial Doppler ultrasound. J Neurosurg 112(2):37–41 Szirmai I, Amrein I, Pálvölgyi L, Debreczeni R, Kamondi A (2010) Evaluation of cerebrovascular spasm with transcranial Doppler ultrasound. J Neurosurg 112(2):37–41
Zurück zum Zitat Tachibana H, Kawabata K, Tomino Y, Sugita M, Fukuchi M (1993) Brain perfusion imaging in Parkinson’s disease and Alzheimer’s disease demonstrated by three-dimensional surface display with \(^{123}\)I-Iodoamphetamine. Dement Geriatr Cogn Disord 4(6):334–341CrossRef Tachibana H, Kawabata K, Tomino Y, Sugita M, Fukuchi M (1993) Brain perfusion imaging in Parkinson’s disease and Alzheimer’s disease demonstrated by three-dimensional surface display with \(^{123}\)I-Iodoamphetamine. Dement Geriatr Cogn Disord 4(6):334–341CrossRef
Zurück zum Zitat Tiao G, Box G (1981) Modeling multiple time series with applications. J Am Stat Assoc 76(376):802–816 Tiao G, Box G (1981) Modeling multiple time series with applications. J Am Stat Assoc 76(376):802–816
Zurück zum Zitat Tzeng Y, Lucas S, Atkinson G, Willie C, Ainslie P (2010) Fundamental relationships between arterial baroflex sensitivity and dynamic cerebral autoregulation in humans. J Appl Physiol 108(5):1162–1168PubMedCrossRef Tzeng Y, Lucas S, Atkinson G, Willie C, Ainslie P (2010) Fundamental relationships between arterial baroflex sensitivity and dynamic cerebral autoregulation in humans. J Appl Physiol 108(5):1162–1168PubMedCrossRef
Zurück zum Zitat Vergara L, Gosalbéz J, Fuente J, Miralles R, Bosch I (2004) Measurement of cement porosity by centroid frequency profiles of ultrasonic grain noise. Biomed Eng Online 84(12):2315–2324 Vergara L, Gosalbéz J, Fuente J, Miralles R, Bosch I (2004) Measurement of cement porosity by centroid frequency profiles of ultrasonic grain noise. Biomed Eng Online 84(12):2315–2324
Zurück zum Zitat Vingerhoets G, Stroobant N (1999) Lateralization of cerebral blood flow velocity changes during cognitive task: a simultaneous bilateral transcranial Doppler study. Stroke 30(10):2152–2158PubMedCrossRef Vingerhoets G, Stroobant N (1999) Lateralization of cerebral blood flow velocity changes during cognitive task: a simultaneous bilateral transcranial Doppler study. Stroke 30(10):2152–2158PubMedCrossRef
Zurück zum Zitat Wecht J, Rosado-Rivera D, Jegede A, Cirnigliaro C, Jensen M, Kirshblum S, Bauman W (2012) Systemic and cerebral hemodynamics during cognitive testing. Clin Auton Res 22(1):25–33PubMedCrossRef Wecht J, Rosado-Rivera D, Jegede A, Cirnigliaro C, Jensen M, Kirshblum S, Bauman W (2012) Systemic and cerebral hemodynamics during cognitive testing. Clin Auton Res 22(1):25–33PubMedCrossRef
Zurück zum Zitat White H, Venkatesh B (2006) Applications of transcranial Doppler in the ICU: a review. Intensive Care Med 32(7):981–994PubMedCrossRef White H, Venkatesh B (2006) Applications of transcranial Doppler in the ICU: a review. Intensive Care Med 32(7):981–994PubMedCrossRef
Zurück zum Zitat Whitehouse A, Bishop D (2008) Cerebral dominance for language function in adults with specific language impairment or autism. Brain 131(12):3193–3200PubMedCentralPubMedCrossRef Whitehouse A, Bishop D (2008) Cerebral dominance for language function in adults with specific language impairment or autism. Brain 131(12):3193–3200PubMedCentralPubMedCrossRef
Zurück zum Zitat Wong K, Li H, Chan Y, Ahuja A, Lam W, Wong A, Kay R (2000) Use of transcranial Doppler ultrasound to predict outcome in patients with intracranial large-artery occlusive disease. Stroke 31(11):2641–2647PubMedCrossRef Wong K, Li H, Chan Y, Ahuja A, Lam W, Wong A, Kay R (2000) Use of transcranial Doppler ultrasound to predict outcome in patients with intracranial large-artery occlusive disease. Stroke 31(11):2641–2647PubMedCrossRef
Zurück zum Zitat Zanette E, Fieschi C, Bozzao L, Roberti C, Toni D, Argentino C, Lenzi G (1989) Comparison of cerebral angiography and transcranial Doppler sonography in acute stroke. Stroke 20(7):899–903PubMedCrossRef Zanette E, Fieschi C, Bozzao L, Roberti C, Toni D, Argentino C, Lenzi G (1989) Comparison of cerebral angiography and transcranial Doppler sonography in acute stroke. Stroke 20(7):899–903PubMedCrossRef
Zurück zum Zitat Zoubir A, Boashash B (1998) The bootstrap and its application in signal processing. IEEE Signal Process Mag 15(1):56–76CrossRef Zoubir A, Boashash B (1998) The bootstrap and its application in signal processing. IEEE Signal Process Mag 15(1):56–76CrossRef
Metadaten
Titel
A cerebral blood flow evaluation during cognitive tasks following a cervical spinal cord injury: a case study using transcranial Doppler recordings
verfasst von
Héloïse Bleton
Ervin Sejdić
Publikationsdatum
01.12.2015
Verlag
Springer Netherlands
Erschienen in
Cognitive Neurodynamics / Ausgabe 6/2015
Print ISSN: 1871-4080
Elektronische ISSN: 1871-4099
DOI
https://doi.org/10.1007/s11571-015-9355-z

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