The effect of plasma-dissolved oxygen on the hyperoxic calibrated BOLD signal: a simulation study using the detailed BOLD model
Yuhan Ma1, Avery Berman1, and G. Bruce Pike1,2

1Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, QC, Canada, 2Department of Radiology, Hotchkiss Brain Institute and Department of Radiology, University of Calgary, Calgary, AB, Canada

Synopsis

It has been suggested that during a hyperoxic calibration, the paramagnetic oxygen dissolved in arterial blood plasma can be a confounding factor for the interpretation of the calibrated BOLD signal. In this study, we aimed to predict the relative effect of dissolved oxygen on hyperoxic BOLD signal by expanding the detailed BOLD model with the effect of dissolved oxygen. Our results showed minimal difference in both the relative BOLD signal and the calibration parameter calculated with the effect of dissolved oxygen. Therefore, the influence of the dissolved oxygen in arterial blood plasma on the measured calibrated BOLD signal at 3 T can generally be ignored.

Purpose

It has been suggested that during a hyperoxic calibration, the effect of the paramagnetic oxygen dissolved in the arterial blood plasma can be a concerning factor for the interpretation of the calibrated BOLD signal. We recently showed that dissolved oxygen in the arterial blood plasma has little effect on the susceptibility, R2, and R2* of blood plasma1,2. Nevertheless, R1 was significantly enhanced due to the paramagnetic effect of the dissolved oxygen. Hence, the overall effect from the dissolved O2 on the calibrated BOLD signal needs to be further investigated. In this study, we modified the detailed BOLD model (DBM)3 to incorporate dissolved O2 related relaxation enhancement in order to predict the relative effect of dissolved O2 on the calibrated BOLD signal.

Methods

The DBM was implemented using custom Matlab (Mathworks, Inc) functions. The DBM was then expanded in two ways to account for hyperoxic calibrated BOLD experiments: the arterial plasma R1 changes due to dissolved O2 were incorporated (DBM-R1); or both the arterial plasma R1 and R2* changes due to dissolved O2 were incorporated (DBM-R1-R2*). The relative BOLD signal was then given by:

$$\delta{S}=H[(1-V_{I})e^{-TE\cdot\Delta{R_{2E}^{*}}}+\eta\epsilon_{A}V_{A}e^{-TE\cdot\Delta{R_{2A}^{*}}}+\epsilon_{C}V_{C}e^{-TE\cdot\Delta{R_{2C}^{*}}}+\epsilon_{V}V_{V}e^{-TE\cdot\Delta{R_{2V}^{*}}}]-1$$

Where

$$\eta=\frac{(1-{e^{-TR\cdot{R_{1A,0}}}}{e^{-TR\cdot\Delta{R_{1A}}}})\cdot{(1-{e^{-TR\cdot{R_{1A,0}}}\cos\theta}})}{(1-{e^{-TR\cdot{R_{1A,0}}}}{e^{-TR\cdot\Delta{R_{1A}}}\cos\theta})\cdot{(1-{e^{-TR\cdot{R_{1A,0}}}}})}$$

Here is the volume fraction of each compartment. The subscripts I, A, C, and V represent intravascular, arterial, capillary, and venous compartments, respectively. The subscript “0” defines the baseline values. If not mentioned, the definitions of variables follow the same rules as described in the original DBM paper3. The parameter $$$\eta$$$ is the ratio of the signal at TE = 0 with and without a stimulus. $$$\Delta{R_{1A}}$$$ is the change of the R1 relaxation rate in the arterial blood with a stimulus. The parameter $$$\theta$$$ represents the flip angle. To incorporate the effect of the change of the R2* relaxation rate of the arterial blood plasma, $$$\Delta{R_{2A}^{*}}$$$ is also separated into two components: the change of R2* caused by the oxygen saturation of hemoglobin ($$$\Delta{R_{2A,Hb}^{*}}$$$); and the change of R2* in RBC water and plasma water due to dissolved oxygen ($$$\Delta{R_{2A,O_2}^{*}}$$$).

Three simulations were performed: 1) the original DBM was simulated; 2) the DBM was expanded with the parameter $$$\eta$$$ to examine the effect of R1; 3) the DBM was expanded to include the parameter $$$\eta$$$ and the two-compartment model of $$$\Delta{R_{2A}^{*}}$$$. Simulations were performed for 3 T with TE = 30 ms, TRs = 0.5 s (typical of simultaneous multi-slice fMRI4) and 3 s (traditional fMRI). In addition to the relative BOLD signal change, the hyperoxic calibration parameter MHO was simulated as:

$$M_{HO}=\frac{\delta{S}}{1-(\frac{[dHb]}{[dHb]_0})^\beta}$$

Where [dHb]/[dHb]0 is the fractional reduction of the deoxyhemoglobin concentration in the venous vasculature due to the hyperoxic stimulus. The parameter $$$\beta$$$ is a constant linking the blood oxygenation and the BOLD signal. $$$\beta$$$ was set to 1.3 for a field strength of 3 T5.

Results

Simulations of the hyperoxia calibrated BOLD signal change using the DBM, DBM-R1 and DBM-R1-R2* are shown in Figure 1. For the range of pO2 (210 to 610 mmHg), the simulated relative BOLD signal increase was 1-3%; these increases were nearly identical for all three simulation schemes. For TR = 3 s, the average of the calibration parameter M across all ranges of pO2 was found to be 10.0±0.3 for the DBM, 10.1±0.3 for DBM-R1, and 10.1±0.3 for DBM-R1-R2*. Differences in M calculated from DBM-R1 and DBM-R1-R2* were negligible. When a TR of 0.5 s was used in the simulations, the R1 effect became larger for higher pO2 levels. For TR = 0.5 s, the average of the calibration parameter M across all ranges of pO2 was 10.0±0.3 for the DBM, 10.3±0.4 for DBM-R1, and 10.2±0.4 for DBM-R1-R2*. Again, these differences are very small and well below the measurement precision of M.

Discussions and Conclusions

The simulation results showed very small difference in both the relative BOLD signal and the calibration parameter calculated with the effect of dissolved oxygen, indicating that the dissolved oxygen induced relaxation rate changes are negligible. The effect of R1 and R2* changes will increase with shorter TRs and longer TEs. However, even for a short TR of 0.5 s, as commonly seen in the accelerated simultaneous multi-slice fMRI acquisition, there will be only a small increase in the relative BOLD signal due to the R1 effect. Therefore, during hyperoxic conditions, the influence of the dissolved oxygen in arterial blood plasma on the measured calibrated BOLD signal at 3 T can generally be ignored.

Acknowledgements

No acknowledgement found.

References

1. Berman AJ, Ma Y, Hoge RD, Pike GB. The effect of dissolved oxygen on the susceptibility of blood. Magn Reson Med 2015;doi: 10.1002/mrm.25571.

2. Y M, Berman A, Pike GB. The effect of dissolved oxygen on the relaxation rates of blood plasma: Implications for hyperoxia calibrated BOLD. Magn Reson Med 2015;In press.

3. Griffeth VE, Buxton RB. A theoretical framework for estimating cerebral oxygen metabolism changes using the calibrated-BOLD method: Modeling the effects of blood volume distribution, hematocrit, oxygen extraction fraction, and tissue signal properties on the BOLD signal. Neuroimage 2011;58(1):198-212.

4. Chen L, Vu AT, Xu J, Moeller S, Ugurbil K, Yacoub E, Feinberg DA. Evaluation of highly accelerated simultaneous multi-slice EPI for fmri. Neuroimage 2015;104:452-459.

5. Ogawa S, Lee TM, Barrere B. The sensitivity of magnetic resonance image signals of a rat brain to changes in the cerebral venous blood oxygenation. Magn Reson Med 1993;29(2):205-210.

Figures

Figure 1. Simulated hyperoxic calibrated BOLD signals from the detailed BOLD model (DBM), DBM incorporating the effect of the arterial plasma R1 enhancement due to dissolved oxygen (DBM-R1), and DBM incorporating the effect of both the arterial plasma R1 enhancement and the arterial R2* enhancement due to dissolved oxygen (DBM-R1-R2*) with TR = 3 s (a) and TR = 0.5 s (c). Simulated BOLD calibration parameter M using the three DBMs with TR = 3 s (b) and TR = 0.5 s (d)



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
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