Elsevier

NeuroImage

Volume 20, Issue 1, September 2003, Pages 479-488
NeuroImage

Regular article
Differences in the hemodynamic response to event-related motor and visual paradigms as measured by near-infrared spectroscopy

https://doi.org/10.1016/S1053-8119(03)00311-2Get rights and content

Abstract

Several current brain imaging techniques rest on the assumption of a tight coupling between neural activity and hemodynamic response. The nature of this neurovascular coupling, however, is not completely understood. There is some evidence for a decoupling of these processes at the onset of neural activity, which manifests itself as a momentary increase in the relative concentration of deoxyhemoglobin (HbR). The existence of this early component of the hemodynamic response function, however, is controversial, as it is inconsistently found. Near infrared spectroscopy (NIRS) allows quantification of levels of oxyhemoglobin (HbO2) and HbR during task performance in humans. We acquired NIRS data during performance of simple motor and visual tasks, using rapid-presentation event-related paradigms. Our results demonstrate that rapid, event-related NIRS can provide robust estimates of the hemodynamic response without artifacts due to low-frequency signal components, unlike data from blocked designs. In both the motor and visual data the onset of the increase in HbO2 occurs before HbR decreases, and there is a poststimulus undershoot. Our results also show that total blood volume (HbT) drops before HbO2 and undershoots baseline, raising a new issue for neurovascular models. We did not find early deoxygenation in the motor data using physiologically plausible values for the differential pathlength factor, but did find one in the visual data. We suggest that this difference, which is consistent with functional magnetic resonance imaging (fMRI) data, may be attributable to different capillary transit times in these cortices.

Introduction

Near infrared spectroscopy (NIRS) is a noninvasive optical recording technique that can measure brain activity in vivo by detecting features of the hemodynamic response of the brain to neural activity. It has several advantages over PET and fMRI, which also measure hemodynamic response parameters, in that it combines reasonable spatial resolution with a temporal resolution of ∼1–10 ms. This excellent temporal resolution makes it possible to filter out noisy signals associated with physiological processes (e.g., Gratton and Corballis, 1995). Additionally, the ability to gather spectroscopic information with NIRS allows one to separately characterize changes in oxyhemoglobin and deoxyhemoglobin—an ability that affords a less ambiguous analysis of activity-induced volume and metabolic changes than (e.g.) blood oxygen level-dependent (BOLD) fMRI alone. Optical techniques such as NIRS are therefore well suited to study the nature of neurovascular coupling. NIRS has the added virtues of being portable and relatively low cost, allowing for its routine use with subjects of all ages (including infants) and in situations where PET and fMRI scans are unaffordable or impossible (e.g., in settings requiring substantial motion, even at bedside).

NIRS has been used to study a variety of neuronal processes, including vision (e.g., Villringer et al., 1993, Meek et al., 1995, Wobst et al., 2001, the motor and/or somatosensory system (e.g., Beese et al., 1998, Obrig et al., 1996b, Steinbrink et al., 2000, as well as higher cognitive functions such as language (e.g., Hock et al., 1997, Sakatani et al., 1998, Watanabe et al., 1998, and frontal brain activation with the Wisconsin Card Sorting Task (Fallgatter and Strik, 1998). These studies have generally relied on blocked designs where stimuli are presented for a period lasting from a few seconds to several minutes, followed by a period of rest or fixation. In contrast to blocked designs are event-related designs, which have been used by EEG researchers for decades and more recently with fMRI (Buckner et al., 1996). It has been shown that single event designs can be successfully used with NIRS (Obrig et al., 2000), but since the peak response in a region is considerably smaller with an event-related design than with a blocked design, it is an open question whether rapid presentation event-related designs, which assume that hemodynamic responses are linearly additive (Boynton et al., 1996), can be successfully used with current NIRS instruments. A recently published study (Schroeter et al., 2002) indicates that such designs can be used to study cognitive processes with NIRS when the interstimulus interval is as long as 12 sec. We extend this further by collecting event-related data with an interstimulus interval as small as 5 s.

An important benefit of event-related experimental designs for NIRS is that they more efficiently average and reduce the contribution of confounding physiological signals. Previous research by our lab (Boas et al., 2002) and elsewhere (Wobst et al., 2001) indicates that data generated from stimuli presented in a blocked manner can include signals generated from physiological processes such as breathing and heart rate, and Mayer waves (low-frequency arterial pressure fluctuations), all of which are possibly physiological responses synchronized with the stimulus (Franceschini et al., 2000). The influence of these physiological processes on the detected signals is a matter of particular concern for experimental tasks eliciting changes in the measured hemodynamic parameters with amplitudes similar in magnitude to those elicited by the background physiological processes themselves (Gratton and Corballis, 1995).

An important attribute of the NIRS technique is its ability to separate out the oxyhemoglobin and deoxyhemoglobin contributions to the hemodynamic response function, making it suitable for exploring issues related to the hemodynamic response function. Issues that we examine here include the onset times of HbO, HbT, and HbR, early deoxygenation, the time to peak response of these species, and the poststimulus response.

The early deoxygenation occurs during the first several seconds of the hemodynamic response at the locus of neural activity after the presentation of a brief stimulus, which is then followed by a more pronounced decrease in deoxygenation as oxyhemoglobin flows into the area (Frostig et al., 1990). This so-called “initial dip” may be important for improving spatial localization of the neuronal signal. Evidence for early deoxygenation comes from fMRI and invasive optical imaging. It has been reported in research involving several species including the cat (Frostig et al., 1990), the rat (Jones et al., 2001), and the human Menon et al., 1995, Hu et al., 1997; yet the very existence of the dip is a matter of controversy, for it is inconsistently found. Because those who find the dip have generally studied the visual cortex and those who do not find the dip have not, we tested the hypothesis that different parts of the cortex behave differently with respect to their hemodynamic response functions. In this study, we compared the hemodynamic response functions generated from human motor and visual cortices using rapid presentation event-related paradigms, finding significant differences between the areas. We also examine the poststimulus recovery of the response function and find that the poststimulus overshoot of the deoxyhemoglobin cannot be described by the common explanation of a delayed recovery of the total hemoglobin concentration Mandeville et al., 1998, Leite, et al., 2002. We discuss these results in the context of vascular models.

Section snippets

Instrumentation

The MGH-NIRS system consists of two source lasers and four detectors. The sources were low-power laser diodes emitting light at discrete wavelengths, 682 and 830 nm (Hitachi, HL8325G). A stabilized current, intensity modulated by an approximately 5-kHz square wave at a 50% duty cycle, powered both lasers. The lasers were driven at the same frequency, but phase-shifted by 90° with respect to one another. This phase encoding—known as an in-phase/quadrature-phase (IQ) circuit—allows simultaneous

Results

Fig. 2 shows the average time courses for the changes in [HbR], [HbO2], and total hemoglobin [HbT] from all 1440 trials (or events) of the motor task. The curves were generated using a constant differential pathlength factors analysis (i.e., 6 and 6 for both wavelengths). Fig. 3 shows the same information for the visual task.

In both data sets the typical hemodynamic response pattern is evident, with a task-related increase in HbO2 concentration and a decrease in the relative concentration of

Qualitative features of the hemodynamic response function

The hemodynamic response functions measured in the motor and visual paradigms exhibit the expected features as observed by previous fMRI Kwong et al., 1992, Ogawa et al., 1992 and optical studies Frostig et al., 1990, Malonek and Grinvald, 1996, Obrig et al., 1996a of brain activation. The response onset is delayed by approximately 2 s. Then, for the motor paradigm the total and oxyhemoglobin signals rapidly increase, consistent with previous observations of a rapid flow/volume response (Obrig

Summary

We acquired NIRS data from humans during performance of simple motor and visual tasks, using rapid-presentation event-related paradigms. The results from this study show that rapid presentation event-related paradigms, when used with NIRS, can provide robust estimates of the hemodynamic response that are free from artifacts due to low-frequency signal components, unlike data from blocked designs. We have shown that such designs will work for the study of motor and visual cortex. The use of

Acknowledgements

Gary Jasdzewski thanks John Thompson and Jill Clark for their assistance with several aspects of the study, Sue Hespos for her optode placement technology, Rajeev Raizada for assistance in stimulus development, Joe Mandeville for his comments on neurovascular modeling, and the Alafi Family Foundation for financial support. Gary Strangman acknowledges support from the NIH (P41-RR14075) and the National Space Biomedical Research Institute through NASA Cooperative Agreement NCC 9-58. David Boas

References (68)

  • E.M. Sevick et al.

    Quantitation of time-and frequency-resolved optical spectra for the determination of tissue oxygenation

    Anal. Biochem.

    (1991)
  • J. Steinbrink et al.

    Somatosensory evoked fast optical intensity changes detected non-invasively in the adult human head

    Neurosci. Lett.

    (2000)
  • H. Steinmetz et al.

    Craniocerebral topography within the international 10–20 system

    Electroencephalogr. Clin. Neurophysiol.

    (1989)
  • A. Villringer et al.

    Non-invasive optical spectroscopy and imaging of human brain function

    Trends Neurosci.

    (1997)
  • A. Villringer et al.

    Near infrared spectroscopy (NIRS)a new tool to study hemodynamic changes during activation of brain function in human adults

    Neurosci. Lett.

    (1993)
  • E. Watanabe et al.

    Non-invasive assessment of language dominance with near-infrared spectroscopic mapping

    Neurosci. Lett.

    (1998)
  • P. Wobst et al.

    Linear aspects of changes in deoxygenated hemoglobin concentration and cytochrome oxidase oxidation during brain activation

    NeuroImage

    (2001)
  • U. Beese et al.

    Comparison of near-infrared spectroscopy and somatosensory evoked potentials for the detection of cerebral ischemia during carotid endarterectomy

    Stroke

    (1998)
  • Boas, D.A., Franceschini, M.A., Dunn, A.K., Strangman, G., 2002. Non-invasive imaging of cerebral activation with...
  • G.M. Boynton et al.

    Linear systems analysis of functional magnetic resonance imaging in human VI

    J. Neurosci.

    (1996)
  • R.L. Buckner et al.

    Detection of cortical activation during averaged single trials of a cognitive task using functional magnetic resonance imaging [see comments]

    Proc. Natl. Acad. Sci. USA

    (1996)
  • M.A. Burock et al.

    Estimation and detection of event-related fMRI signals with temporally correlated noisea statistically efficient and unbiased approach

    Hum. Brain Mapp.

    (2000)
  • R.B. Buxton et al.

    Dynamics of blood flow and oxygenation changes during brain activationthe balloon model

    Magn. Reson. Med.

    (1998)
  • B. Chance

    Optical method

    Annu. Rev. Biophys. Biophys. Chem.

    (1991)
  • M. Cope et al.

    System for long-term measurement of cerebral blood flow and tissue oxygenation on newborn infants by infra-red transillumination

    Med. Biol. Eng. Comput.

    (1988)
  • A. Dale et al.

    Selective averaging of rapidly presented individual trials using fMRI

    Hum. Brain Mapp.

    (1997)
  • Dale, A.M., Greve, D.N., Burock, M.A., 1999. Optical stimulus sequences for event-related fMRI. Proc., 5th...
  • A. Duncan et al.

    Measurement of cranial optical path length as a functino of age using phase resolved near infrared spectroscopy

    Pediatr. Res.

    (1996)
  • A. Duncan et al.

    Optical pathlength measurements on adult head, calf and forearm and the head of the newborn infant using phase resolved optical spectroscopy

    Phys. Med. Biol.

    (1995)
  • T.Q. Duong et al.

    Spatiotemporal dynamics of the BOLD fMRI signalstoward mapping submillimeter cortical columns using the early negative response

    Magn. Reson. Med.

    (2000)
  • T. Ernst et al.

    Observation of a fast response in functional MR

    Magn. Reson. Med.

    (1994)
  • A.J. Fallgatter et al.

    Frontal brain activation during the Wisconsin Card Sorting Test assessed with two-channel near-infrared spectroscopy

    Eur. Arch. Psychiatry Clin. Neurosci.

    (1998)
  • J. Frahm et al.

    Dynamic uncoupling and recoupling of perfusion and oxidative metabolism during focal brain activation in man

    Magn. Reson. Med.

    (1996)
  • J. Frahm et al.

    Dynamic NMR studies of perfusion and oxidative metabolism during focal brain activation

    Adv. Exp. Med. Biol.

    (1997)
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