Elsevier

NeuroImage

Volume 49, Issue 2, 15 January 2010, Pages 1340-1349
NeuroImage

Cortical layer-dependent arterial blood volume changes: Improved spatial specificity relative to BOLD fMRI

https://doi.org/10.1016/j.neuroimage.2009.09.061Get rights and content

Abstract

The spatial specificity of functional hemodynamic responses was examined by simultaneous mapping of BOLD changes and quantitative changes in cerebral arterial blood volume (ΔCBVa) across the cortical depth in cats (n = 7) during 40-s visual stimulation. Studies were performed at 9.4 T using the recently developed, non-invasive magnetization transfer (MT)-varied gradient-echo (GE) fMRI technique to separate signals from MT-independent arterial blood and MT-dependent tissue. The highest conventional BOLD signal changes occurred at the cortical surface, where large pial veins exist, whereas the highest CBVa changes occurred in the middle of the cortex, where T1-weighted images show a hyperintense layer. In the middle cortical region, the average BOLD change (echo time = 20 ms) was 1.16 ± 0.45% during stimulation and − 0.59 ± 0.31% during the post-stimulus period, while the average ΔCBVa was 0.33 ± 0.02 ml/100 g during stimulation and −0.08 ± 0.12 ml/100 g post-stimulus (post-stimulus ΔCBVa is not statistically significant). Time-dependencies of the ΔCBVa cortical profiles are similar to total CBV responses previously measured during visual stimulation in cats with a susceptibility contrast agent indicating, that blood volume changes mostly originate from arterial vessels. Our findings demonstrate the value of non-invasive and quantitative ΔCBVa measurement in high-resolution MT-varied GE fMRI studies, where spatial specificity is better localized to sites of neural activity as compared with conventional GE BOLD changes.

Introduction

Most functional MRI studies have been performed using conventional blood oxygenation level-dependent (BOLD) methodology (Ogawa et al., 1990) with a spatial resolution of several millimeters. One crucial question is whether the area of activity indicated by BOLD fMRI fully corresponds with the actual site of neural activation. To examine the specificity of fMRI signals, the cortical layer model can be used. The cerebral cortex consists of six cellular layers between the pial surface and the underlying white matter, with the layers running parallel to the pial surface. The middle cortical layer in sensory areas, layer IV, contains granular cells, and has a direct input from the thalamus by thalamo-cortical projections. Moreover, layer IV has the highest density of capillary mesh and synapses, and during sensory stimulation it has the highest metabolic rate and blood flow change (Woolsey et al., 1996).

The commonly used gradient-echo (GE) BOLD technique produces signals sensitive to deoxyhemoglobin changes, resulting in signal changes heavily weighted by baseline venous blood volumes. Therefore, the highest GE BOLD signal changes often appear in areas with large veins, which can be far away from neural activation sites. For example, the highest conventional GE BOLD signal changes in cats (Zhao et al., 2006, Zhao et al., 2004), monkeys (Goense and Logothetis, 2006) and humans (Ress et al., 2007, Truong and Song, 2009) occur at the surface of the visual cortex, not in the middle cortical layer. To reduce these large vessel contributions to fMRI, the spin-echo (SE) BOLD technique at high magnetic fields has been proposed; this approach suppresses the extravascular contribution of large vessels and minimizes the intravascular venous signals by setting the echo time > T2 of blood (Duong et al., 2003, Kim and Ugurbil, 2003, Lee et al., 1999, Yacoub et al., 2003, Zhao et al., 2004). In the cortical layer model, the highest SE BOLD signals are found within the cortex, not at the surface of the cortex (Zhao et al., 2004), indicating that SE BOLD improves the spatial specificity to sites of neural activity. Since BOLD signals are related to a mismatch between cerebral blood flow (CBF) and oxygen consumption changes, its spatial response should be broader than that of CBF. In fact, the profiles of SE BOLD signals across the cortex show that the signal difference between different cortical layers is quite small (Zhao et al., 2006). Thus, it is important to use different fMRI methodologies, each relying on a single physiological parameter, to examine the intrinsic spatial specificity of hemodynamic responses and to interpret BOLD data.

Single physiological parameter-based fMRI includes arterial spin labeling (ASL) for measuring CBF, and the susceptibility contrast agent method for detecting total cerebral blood volume (CBVt) change. The highest CBF and CBVt responses occur in the middle of the cortex and their profiles across the cortex are sharper than those from SE BOLD (Jin and Kim, 2008a, Zhao et al., 2006), indicating that CBF and CBVt responses possess greater specificity for neuronal active sites. However, CBF-based fMRI provides poor sensitivity and temporal resolution, and CBVt-based fMRI requires contrast agent injection. Based on our total and arterial CBV studies in the rat somatosensory cortex, the increased change in CBV during neural activation originates mainly from arterial rather than venous blood volume changes (Kim et al., 2007). This finding suggests that cerebral arterial blood volume (CBVa) changes may specifically occur in the middle cortical layer, the site of neural activation, in a manner similar to what occurs with total CBV changes; validation of this possibility requires further study.

In this study, we applied the magnetization transfer (MT)-varied fMRI technique (Kim et al., 2008) to simultaneously measure stimulus-induced CBVa changes (units of ml/100 g) and BOLD responses across the visual cortical layers in cats in an effort to evaluate the spatial specificity of functional CBVa changes (ΔCBVa). CBVa represents blood volume within arterial vessels of all sizes, and includes a portion of capillaries before water exchange occurs. For ΔCBVa measurements, the MT-varied GE fMRI method is technically simple and provides a higher temporal resolution as compared with both the MOdulation of TIssue and VEssel (MOTIVE) technique with MT-varied ASL (Kim and Kim, 2005) and the Look-Locker echo planar imaging (EPI) technique with ASL (Brookes et al., 2007). We selected the cat visual cortex model to compare data previously obtained in our laboratory by other fMRI techniques. The stimulus-induced R2⁎ changes at varied MT level and ΔCBVa were measured during stimulation and post-stimulation periods. We found that time-dependencies of CBVa changes across the cortex are similar to our previous CBVt findings, and that MT-varied GE fMRI technique is useful for obtaining quantitative CBVa changes non-invasively with high resolution.

Section snippets

Theoretical background for ΔCBVa measurement

It is assumed that an imaging voxel consists of three compartments: intravascular arterial blood, extravascular tissue, and intravascular venous blood. MT effects in the extravascular tissue are dependent on the duration, power, and off-resonance frequency of long radiofrequency (RF) pulses. However, the arterial blood pool has minimal MT effect when the RF coil geometry is configured such that there is an inflow of fresh blood spins not affected by the MT-inducing pulse (as for certain coil

Simulation of MT-dependent fMRI responses

Fig. 1 shows the plots of functional signal changes normalized to S0 and percentage signal changes normalized to baseline (Sss,MT) at each MT level. MR signal intensity (Sss,MT) at steady state closely depends on the flip angle, TR, and MT level (see Eq. (4)). Increasing the flip angle with a relatively short TR (e.g., 1 s), leads to a decrease in the steady-state signal intensity; thus, with a larger flip angle, the absolute signal change induced by tissue ΔR2 diminishes (Fig. 1A). Normalized

Discussion

We have successfully obtained functional CBVa change maps from fMRI using multiple MT levels. The highest functional CBVa changes were observed at the middle of the cortex, unlike conventional BOLD fMRI. Thus, the MT-varied GE fMRI method can be used to improve spatial specificity of fMRI. Our GE BOLD observations in the cat visual cortex appear to be different from rat forepaw stimulation studies at high magnetic fields. Both statistical and percentage changes were highest at the cortical

Conclusion

We have obtained ΔCBVa maps from GE fMRI with varied-MT effects. The highest ΔCBVa changes were detected at the middle of the cortex, while the highest BOLD changes were observed at the surface of the cortex. This indicates that the ΔCBVa measurement technique improves functional spatial specificity compared with conventional GE BOLD fMRI. This simple, non-invasive MT-varied GE fMRI technique is an excellent approach for high-resolution studies, and may be applicable to human subjects.

Acknowledgments

The authors thank Ping Wang and Michelle Tasker for animal preparation, and Kristy Hendrich for 9.4 T support. This work was supported by NIH grants EB003324, EB003375, and NS44589.

References (35)

  • BandettiniP.A. et al.

    Processing strategies for time-course data sets in functional MRI of the human brain

    Magn. Reson. Med.

    (1993)
  • BarbierE.L. et al.

    Imaging cortical anatomy by high-resolution MR at 3.0 T: detection of the stripe of Gennari in visual area 17

    Magn. Reson. Med.

    (2002)
  • BrookesM.J. et al.

    Noninvasive measurement of arterial cerebral blood volume using Look-Locker EPI and arterial spin labeling

    Magn. Reson. Med.

    (2007)
  • DevoreJ.

    Probability and Statistics for Engineering and the Science

    (1990)
  • DonahueM.J. et al.

    Theoretical and experimental investigation of the VASO contrast mechanism

    Magn. Reson. Med.

    (2006)
  • DuongT.Q. et al.

    Functional MRI of calcium-dependent synaptic activity: cross correlation with CBF and BOLD measurements

    Magn. Reson. Med.

    (2000)
  • DuongT.Q. et al.

    Microvascular BOLD contribution at 4 and 7 T in the human brain: gradient-echo and spin-echo fMRI with suppression of blood effects

    Magn. Reson. Med.

    (2003)
  • GoenseJ.B. et al.

    Laminar specificity in monkey V1 using high-resolution SE-fMRI

    Magn. Reson. Imaging.

    (2006)
  • JinT. et al.

    Cortical layer-dependent dynamic blood oxygenation, cerebral blood flow and cerebral blood volume responses during visual stimulation

    Neuroimage

    (2008)
  • JinT. et al.

    Improved cortical-layer specificity of vascular space occupancy fMRI with slab inversion relative to spin-echo BOLD at 9.4 T

    Neuroimage

    (2008)
  • JinT. et al.

    Sources of functional apparent diffusion coefficient changes investigated by diffusion-weighted spin-echo fMRI

    Magn. Reson. Med.

    (2006)
  • KimT. et al.

    Quantification of cerebral arterial blood volume and cerebral blood flow using MRI with modulation of tissue and vessel (MOTIVE) signals

    Magn. Reson. Med.

    (2005)
  • KimS.G. et al.

    High-resolution functional magnetic resonance imaging of the animal brain

    Methods

    (2003)
  • KimT. et al.

    Arterial versus total blood volume changes during neural activity-induced cerebral blood flow change: implication for BOLD fMRI

    J. Cereb. Blood Flow. Metab.

    (2007)
  • KimT. et al.

    Functional MRI with magnetization transfer effects: determination of BOLD and arterial blood volume changes

    Magn. Reson. Med.

    (2008)
  • LeeS.P. et al.

    Diffusion-weighted spin-echo fMRI at 9.4 T: microvascular/tissue contribution to BOLD signal changes

    Magn. Reson. Med.

    (1999)
  • LuH. et al.

    Functional magnetic resonance imaging based on changes in vascular space occupancy

    Magn. Reson. Med.

    (2003)
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