Skip to main content
Top
Published in: Experimental Brain Research 3/2010

01-05-2010 | Research Article

Correlation of visual-evoked hemodynamic responses and potentials in human brain

Authors: Tiina Näsi, Kalle Kotilahti, Tommi Noponen, Ilkka Nissilä, Lauri Lipiäinen, Pekka Meriläinen

Published in: Experimental Brain Research | Issue 3/2010

Login to get access

Abstract

The interaction of brain hemodynamics and neuronal activity has been intensively studied in recent years to yield better understanding of brain function. We investigated the relationship between visual-evoked hemodynamic responses (HDRs), measured with near-infrared spectroscopy (NIRS), and neuronal activity in humans, approximated with the stimulus train duration or with visual-evoked potentials (VEPs). Concentration changes of oxyhemoglobin (HbO2) and deoxyhemoglobin (HbR) in tissue and VEPs were recorded simultaneously over the occipital lobe of ten healthy subjects to 3, 6, and 12 s pattern-reversing checkerboard stimulus trains having a reversal frequency of 2 Hz. We found that the area-under-the-curves \((\Upsigma)\) of HbO2 and HbR were linearly correlated with the stimulus train duration and with the \(\Upsigma\hbox{VEP}\) summed over the 3, 6, and 12 s stimulus train durations. The correlation was stronger between the \(\Upsigma\hbox{HbO}_2\) or the \(\Upsigma\hbox{HbR}\) and the \(\Upsigma\hbox{VEP}\) than between the \(\Upsigma\hbox{HbO}_2\) or the \(\Upsigma\hbox{HbR}\) and the stimulus train duration. The \(\Upsigma\hbox{VEP}\hbox{s}\) explained 55% of the \(\Upsigma\hbox{HbO}_2\) and 74% of the \(\Upsigma\hbox{HbR}\) variance, whereas the stimulus train duration explained only 45% of the \(\Upsigma\hbox{HbO}_2\) and 51% of the \(\Upsigma\hbox{HbR}\) variance. We used \(\Upsigma\) of the NIRS responses and VEPs because we wanted to incorporate all possible processes (e.g., attention, habituation, etc.) affecting the responses. The results indicate that the relationship between brain HDRs and VEPs is approximately linear for 3–12 s long stimulus trains consisting of checkerboard patterns reversing at 2 Hz. To interpret hemodynamic responses, the measurement of evoked potentials is beneficial compared to the use of indirect parameters such as the stimulus duration. In addition, interindividual differences in the HbO2 and HbR responses may be partly explained with differences in the VEPs.
Literature
go back to reference American Clinical Neurophysiology Society (2006a) Guideline 5: Guidelines for standard electrode position nomenclature. J Clin Neurophysiol 23(2):107–110CrossRef American Clinical Neurophysiology Society (2006a) Guideline 5: Guidelines for standard electrode position nomenclature. J Clin Neurophysiol 23(2):107–110CrossRef
go back to reference American Clinical Neurophysiology Society (2006b) Guideline 9b: Guidelines on visual evoked potentials. J Clin Neurophysiol 23(2):138–156CrossRef American Clinical Neurophysiology Society (2006b) Guideline 9b: Guidelines on visual evoked potentials. J Clin Neurophysiol 23(2):138–156CrossRef
go back to reference Arridge S (1999) Optical tomography in medical imaging. Inverse Probl 15:R14–R93CrossRef Arridge S (1999) Optical tomography in medical imaging. Inverse Probl 15:R14–R93CrossRef
go back to reference Bonmassar G, Anami K, Ives J, Belliveau J (1999) Visual evoked potential (VEP) measured by simultaneous 64-channel EEG and 3T fMRI. NeuroReport 10(9):1893–1897CrossRefPubMed Bonmassar G, Anami K, Ives J, Belliveau J (1999) Visual evoked potential (VEP) measured by simultaneous 64-channel EEG and 3T fMRI. NeuroReport 10(9):1893–1897CrossRefPubMed
go back to reference Bonmassar G, Schwartz D, Liu A, Kwong K, Dale A, Belliveau J (2001) Spatiotemporal brain imaging of visual-evoked activity using interleaved EEG and fMRI recordings. NeuroImage 13(6):1035–1043CrossRefPubMed Bonmassar G, Schwartz D, Liu A, Kwong K, Dale A, Belliveau J (2001) Spatiotemporal brain imaging of visual-evoked activity using interleaved EEG and fMRI recordings. NeuroImage 13(6):1035–1043CrossRefPubMed
go back to reference Boynton GM, Engel SA, Glover GH, Heeger DJ (1996) Linear systems analysis of functional magnetic resonance imaging in human V1. J Neurosci 16(13):4207–4221PubMed Boynton GM, Engel SA, Glover GH, Heeger DJ (1996) Linear systems analysis of functional magnetic resonance imaging in human V1. J Neurosci 16(13):4207–4221PubMed
go back to reference Dale A (1999) Optimal experimental design for event-related fMRI. Hum Brain Mapp 8(2–3):109–114CrossRefPubMed Dale A (1999) Optimal experimental design for event-related fMRI. Hum Brain Mapp 8(2–3):109–114CrossRefPubMed
go back to reference Devor A, Dunn AK, Andermann ML, Ulbert I, Boas DA, Dale AM (2003) Coupling of total hemoglobin concentration, oxygenation, and neural activity in rat somatosensory cortex. Neuron 39(2):353–359CrossRefPubMed Devor A, Dunn AK, Andermann ML, Ulbert I, Boas DA, Dale AM (2003) Coupling of total hemoglobin concentration, oxygenation, and neural activity in rat somatosensory cortex. Neuron 39(2):353–359CrossRefPubMed
go back to reference Elwell CE (1995) A practical users guide to near infrared spectroscopy. UCL, London Elwell CE (1995) A practical users guide to near infrared spectroscopy. UCL, London
go back to reference Elwell CE, Springett R, Hillman E, Delpy DT (1999) Oscillations in cerebral haemodynamics. Implications for functional activation studies. Adv Exp Med Biol 471:57–65PubMed Elwell CE, Springett R, Hillman E, Delpy DT (1999) Oscillations in cerebral haemodynamics. Implications for functional activation studies. Adv Exp Med Biol 471:57–65PubMed
go back to reference Firbank M, Okada E, Delpy DT (1998) A theoretical study of the signal contribution of regions of the adult head to near-infrared spectroscopy studies of visual evoked responses. NeuroImage 8(1):69–78CrossRefPubMed Firbank M, Okada E, Delpy DT (1998) A theoretical study of the signal contribution of regions of the adult head to near-infrared spectroscopy studies of visual evoked responses. NeuroImage 8(1):69–78CrossRefPubMed
go back to reference Fox P, Raichle M, Mintun M, Dence C (1988) Nonoxidative glucose consumption during focal physiologic neural activity. Science 241(4864):462–464CrossRefPubMed Fox P, Raichle M, Mintun M, Dence C (1988) Nonoxidative glucose consumption during focal physiologic neural activity. Science 241(4864):462–464CrossRefPubMed
go back to reference Fox PT, Raichle ME (1984) Stimulus rate dependence of regional cerebral blood flow in human striate cortex, demonstrated by positron emission tomography. J Neurophysiol 51(5):1109–1120PubMed Fox PT, Raichle ME (1984) Stimulus rate dependence of regional cerebral blood flow in human striate cortex, demonstrated by positron emission tomography. J Neurophysiol 51(5):1109–1120PubMed
go back to reference Franceschini M, Nissilä I, Wu W, Diamond S, Bonmassar G, Boas D (2008) Coupling between somatosensory evoked potentials and hemodynamic response in the rat. NeuroImage 41(2):189–203CrossRefPubMed Franceschini M, Nissilä I, Wu W, Diamond S, Bonmassar G, Boas D (2008) Coupling between somatosensory evoked potentials and hemodynamic response in the rat. NeuroImage 41(2):189–203CrossRefPubMed
go back to reference Germon T, Evans P, Manara A, Barnett N, Wall P, Nelson R (1998) Sensitivity of near infrared spectroscopy to cerebral and extra-cerebral oxygenation changes is determined by emitter–detector separation. J Clin Monit Comput 14:353–360CrossRefPubMed Germon T, Evans P, Manara A, Barnett N, Wall P, Nelson R (1998) Sensitivity of near infrared spectroscopy to cerebral and extra-cerebral oxygenation changes is determined by emitter–detector separation. J Clin Monit Comput 14:353–360CrossRefPubMed
go back to reference Hämäläinen M, Hari R, Ilmoniemi RJ, Knuutila J, Lounasmaa OV (1993) Magnetoencephalograpy—theory, instrumentation, and applications to noninvasive studies of the working human brain. Rev Mod Phys 65(2):413–497CrossRef Hämäläinen M, Hari R, Ilmoniemi RJ, Knuutila J, Lounasmaa OV (1993) Magnetoencephalograpy—theory, instrumentation, and applications to noninvasive studies of the working human brain. Rev Mod Phys 65(2):413–497CrossRef
go back to reference Herrmann MJ, Huter T, Plichta M, Ehlis AC, Alpers GW, Muhlberger A, Fallgatter AJ (2008) Enhancement of activity of the primary visual cortex during processing of emotional stimuli as measured with event-related functional near-infrared spectroscopy and event-related potentials. Hum Brain Mapp 29(1):28–35CrossRefPubMed Herrmann MJ, Huter T, Plichta M, Ehlis AC, Alpers GW, Muhlberger A, Fallgatter AJ (2008) Enhancement of activity of the primary visual cortex during processing of emotional stimuli as measured with event-related functional near-infrared spectroscopy and event-related potentials. Hum Brain Mapp 29(1):28–35CrossRefPubMed
go back to reference Horovitz SG, Gore JC (2004) Simultaneous event-related potential and near-infrared spectroscopic studies of semantic processing. Hum Brain Mapp 22(2):110–115CrossRefPubMed Horovitz SG, Gore JC (2004) Simultaneous event-related potential and near-infrared spectroscopic studies of semantic processing. Hum Brain Mapp 22(2):110–115CrossRefPubMed
go back to reference Janz C, Heinrich SP, Kornmayer J, Bach M, Hennig J (2001) Coupling of neural activity and BOLD fMRI response: new insights by combination of fMRI and VEP experiments in transition from single events to continuous stimulation. Magn Reson Med 46(3):482–486CrossRefPubMed Janz C, Heinrich SP, Kornmayer J, Bach M, Hennig J (2001) Coupling of neural activity and BOLD fMRI response: new insights by combination of fMRI and VEP experiments in transition from single events to continuous stimulation. Magn Reson Med 46(3):482–486CrossRefPubMed
go back to reference Kennan RP, Horovitz SG, Maki A, Yamashita Y, Koizumi H, Gore JC (2002) Simultaneous recording of event-related auditory oddball response using transcranial near infrared optical topography and surface EEG. NeuroImage 16(3):587–592CrossRefPubMed Kennan RP, Horovitz SG, Maki A, Yamashita Y, Koizumi H, Gore JC (2002) Simultaneous recording of event-related auditory oddball response using transcranial near infrared optical topography and surface EEG. NeuroImage 16(3):587–592CrossRefPubMed
go back to reference Koch SP, Steinbrink J, Villringer A, Obrig H (2006) Synchronization between background activity and visually evoked potential is not mirrored by focal hyperoxygenation: implications for the interpretation of vascular brain imaging. J Neurosci 26(18):4940–4948CrossRefPubMed Koch SP, Steinbrink J, Villringer A, Obrig H (2006) Synchronization between background activity and visually evoked potential is not mirrored by focal hyperoxygenation: implications for the interpretation of vascular brain imaging. J Neurosci 26(18):4940–4948CrossRefPubMed
go back to reference Koch SP, Koendgen S, Bourayou R, Steinbrink J, Obrig H (2008) Individual alpha-frequency correlates with amplitude of visual evoked potential and hemodynamic response. NeuroImage 41(2):233–242CrossRefPubMed Koch SP, Koendgen S, Bourayou R, Steinbrink J, Obrig H (2008) Individual alpha-frequency correlates with amplitude of visual evoked potential and hemodynamic response. NeuroImage 41(2):233–242CrossRefPubMed
go back to reference Logothetis NK, Pauls J, Augath M, Trinath T, Oeltermann A (2001) Neurophysiological investigation of the basis of the fMRI signal. Nature 412(6843):150–157CrossRefPubMed Logothetis NK, Pauls J, Augath M, Trinath T, Oeltermann A (2001) Neurophysiological investigation of the basis of the fMRI signal. Nature 412(6843):150–157CrossRefPubMed
go back to reference Moosmann M, Ritter P, Krastel I, Brink A, Thees S, Blankenburg F, Taskin B, Obrig H, Villringer A (2003) Correlates of alpha rhythm in functional magnetic resonance imaging and near infrared spectroscopy. NeuroImage 20(1):145–158CrossRefPubMed Moosmann M, Ritter P, Krastel I, Brink A, Thees S, Blankenburg F, Taskin B, Obrig H, Villringer A (2003) Correlates of alpha rhythm in functional magnetic resonance imaging and near infrared spectroscopy. NeuroImage 20(1):145–158CrossRefPubMed
go back to reference Nissilä I, Noponen T, Heino J, Kajava T, Katila T (2005a) Diffuse optical imaging. In: Lin J (ed) Advances in electromagnetic fields in living systems, vol 4. Springer, Berlin, pp. 77–130CrossRef Nissilä I, Noponen T, Heino J, Kajava T, Katila T (2005a) Diffuse optical imaging. In: Lin J (ed) Advances in electromagnetic fields in living systems, vol 4. Springer, Berlin, pp. 77–130CrossRef
go back to reference Nissilä I, Noponen T, Kotilahti K, Katila T, Lipiäinen L, Tarvainen T, Schweiger M, Arridge S (2005b) Instrumentation and calibration methods for the multichannel measurement of phase and amplitude in optical tomography. Rev Sci Instrum 76(4):044302CrossRef Nissilä I, Noponen T, Kotilahti K, Katila T, Lipiäinen L, Tarvainen T, Schweiger M, Arridge S (2005b) Instrumentation and calibration methods for the multichannel measurement of phase and amplitude in optical tomography. Rev Sci Instrum 76(4):044302CrossRef
go back to reference Noponen T, Kičić D, Kotilahti K, Kajava T, Kähkönen S, Nissilä I, Meriläinen P, Katila T (2005) Simultaneous diffuse near-infrared imaging of hemodynamic and oxygenation changes and electroencephalographic measurements of neuronal activity in the human brain. In: Chance B, Alfano RR, Tromberg B, Tamura M, Sevick-Muraca E (eds) Proceedings of SPIE 5693, pp 179–190 Noponen T, Kičić D, Kotilahti K, Kajava T, Kähkönen S, Nissilä I, Meriläinen P, Katila T (2005) Simultaneous diffuse near-infrared imaging of hemodynamic and oxygenation changes and electroencephalographic measurements of neuronal activity in the human brain. In: Chance B, Alfano RR, Tromberg B, Tamura M, Sevick-Muraca E (eds) Proceedings of SPIE 5693, pp 179–190
go back to reference Obrig H, Neufang M, Wenzel R, Kohl M, Steinbrink J, Einhäupl K, Villringer A (2000) Spontaneous low frequency oscillations of cerebral hemodynamics and metabolism in human adults. NeuroImage 12(6):623–639CrossRefPubMed Obrig H, Neufang M, Wenzel R, Kohl M, Steinbrink J, Einhäupl K, Villringer A (2000) Spontaneous low frequency oscillations of cerebral hemodynamics and metabolism in human adults. NeuroImage 12(6):623–639CrossRefPubMed
go back to reference Obrig H, Israel H, Kohl-Bareis M, Uludag K, Wenzel R, Müller B, Arnold G, Villringer A (2002) Habituation of the visually evoked potential and its vascular response: implications for neurovascular coupling in the healthy adult. NeuroImage 17(1):1–18CrossRefPubMed Obrig H, Israel H, Kohl-Bareis M, Uludag K, Wenzel R, Müller B, Arnold G, Villringer A (2002) Habituation of the visually evoked potential and its vascular response: implications for neurovascular coupling in the healthy adult. NeuroImage 17(1):1–18CrossRefPubMed
go back to reference Odom JV, Bach M, Barber C, Brigell M, Marmor MF, Tormene AP, Holder GE, Vaegan (2004) Visual evoked potential standard (2004). Doc Opthalmol 108(2):115–123CrossRef Odom JV, Bach M, Barber C, Brigell M, Marmor MF, Tormene AP, Holder GE, Vaegan (2004) Visual evoked potential standard (2004). Doc Opthalmol 108(2):115–123CrossRef
go back to reference Ou W, Nissilä I, Radhakrisnan H, Boas DA, Hämäläinen MS, Franceschini MA (2008) Study of neurovascular coupling via simultaneous MEG DOI acquisition. In: Biomedical Optics 2008 Technical Digest, Optical Society of America, Washington DC, p BWC5 Ou W, Nissilä I, Radhakrisnan H, Boas DA, Hämäläinen MS, Franceschini MA (2008) Study of neurovascular coupling via simultaneous MEG DOI acquisition. In: Biomedical Optics 2008 Technical Digest, Optical Society of America, Washington DC, p BWC5
go back to reference Ozus B, Liu HL, Chen L, Iyer MB, Fox PT, Gao JH (2001) Rate dependence of human visual cortical response due to brief stimulation: an event-related fMRI study. Magn Reson Imaging 19(1):21–25CrossRefPubMed Ozus B, Liu HL, Chen L, Iyer MB, Fox PT, Gao JH (2001) Rate dependence of human visual cortical response due to brief stimulation: an event-related fMRI study. Magn Reson Imaging 19(1):21–25CrossRefPubMed
go back to reference Plichta MM, Herrmann MJ, Baehne CG, Ehlis AC, Richter MM, Pauli P, Fallgatter AJ (2006) Event-related functional near-infrared spectroscopy (fNIRS): are the measurements reliable? NeuroImage 31(1):116–124CrossRefPubMed Plichta MM, Herrmann MJ, Baehne CG, Ehlis AC, Richter MM, Pauli P, Fallgatter AJ (2006) Event-related functional near-infrared spectroscopy (fNIRS): are the measurements reliable? NeuroImage 31(1):116–124CrossRefPubMed
go back to reference Plichta MM, Heinzel S, Ehlis AC, Pauli P, Fallgatter AJ (2007) Model-based analysis of rapid event-related functional near-infrared spectroscopy (NIRS) data: a parametric validation study. NeuroImage 35(2):625–634CrossRefPubMed Plichta MM, Heinzel S, Ehlis AC, Pauli P, Fallgatter AJ (2007) Model-based analysis of rapid event-related functional near-infrared spectroscopy (NIRS) data: a parametric validation study. NeuroImage 35(2):625–634CrossRefPubMed
go back to reference Rovati L, Salvatori G, Bulf L, Fonda S (2007) Optical and electrical recording of neural activity evoked by graded contrast visual stimulus. BioMed Eng Online 6:28CrossRefPubMed Rovati L, Salvatori G, Bulf L, Fonda S (2007) Optical and electrical recording of neural activity evoked by graded contrast visual stimulus. BioMed Eng Online 6:28CrossRefPubMed
go back to reference Soltysik DA, Peck KK, White KD, Crosson B, Briggs RW (2004) Comparison of hemodynamic response nonlinearity across primary cortical areas. NeuroImage 22(3):1117–1127CrossRefPubMed Soltysik DA, Peck KK, White KD, Crosson B, Briggs RW (2004) Comparison of hemodynamic response nonlinearity across primary cortical areas. NeuroImage 22(3):1117–1127CrossRefPubMed
go back to reference Tarvainen T, Kolehmainen V, Vauhkonen M, Vanne A, Gibson AP, Schweiger M, Arridge SR, Kaipio JP (2005) Computational calibration method for optical tomography. Appl Opt 44(10):1879–1888CrossRefPubMed Tarvainen T, Kolehmainen V, Vauhkonen M, Vanne A, Gibson AP, Schweiger M, Arridge SR, Kaipio JP (2005) Computational calibration method for optical tomography. Appl Opt 44(10):1879–1888CrossRefPubMed
go back to reference Wobst P, Wenzel R, Kohl M, Obrig H, Villringer A (2001) Linear aspects of changes in deoxygenated hemoglobin concentration and cytochrome oxidase oxidation during brain activation. NeuroImage 13(3):520–530CrossRefPubMed Wobst P, Wenzel R, Kohl M, Obrig H, Villringer A (2001) Linear aspects of changes in deoxygenated hemoglobin concentration and cytochrome oxidase oxidation during brain activation. NeuroImage 13(3):520–530CrossRefPubMed
Metadata
Title
Correlation of visual-evoked hemodynamic responses and potentials in human brain
Authors
Tiina Näsi
Kalle Kotilahti
Tommi Noponen
Ilkka Nissilä
Lauri Lipiäinen
Pekka Meriläinen
Publication date
01-05-2010
Publisher
Springer-Verlag
Published in
Experimental Brain Research / Issue 3/2010
Print ISSN: 0014-4819
Electronic ISSN: 1432-1106
DOI
https://doi.org/10.1007/s00221-010-2159-9

Other articles of this Issue 3/2010

Experimental Brain Research 3/2010 Go to the issue