Abstract
Combining magnetic resonance imaging (MRI) with near-infrared spectroscopy (NIRS) leads to excellent synergies which can improve the interpretation of either method and can provide novel data with respect to measuring brain oxygenation and metabolism. MRI has good spatial resolution, can detect a range of physiological parameters and is sensitive to changes in deoxyhemoglobin content. NIRS has lower spatial resolution, but can detect, and with specific technologies, quantify, deoxyhemoglobin, oxyhemoglobin, total hemoglobin and cytochrome oxidase. This paper reviews the application of both methods, as a multimodal technology, for assessing changes in brain oxygenation that may occur with changes in functional activation state or metabolic rate. Examples of hypoxia and ischemia are shown. Data support the concept of reduced metabolic rate resulting from hypoxia/ischemia and that metabolic rate in brain is not close to oxygen limitation during normoxia. We show that multimodal MRI and NIRS can provide novel information for studies of brain metabolism.
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1 Introduction
Hypoxia (low oxygen conditions) in brain can be both a cause and an effect of brain disorders. An obvious case of this is ischemia, or stroke, which reduces perfusion and brain oxygenation, eventually leading to neuronal death. Many disorders including Alzheimer’s disease [1], multiple sclerosis [2], stroke [3], birth asphyxia, and sudden infant death syndrome [4], to name a few, are also associated with altered brain metabolic rate, reduced functional activation or with hypoxia.
Changes in metabolic rate also impact brain oxygenation. An increase in metabolic rate associated with increased functional activity leads to an increase in both perfusion and oxygenation [5, 6]. Conversely, a decrease in metabolic rate results in increased deoxyhemoglobin (HHb) and decreased oxygenation. The basis of blood-oxygen level dependent (BOLD) magnetic resonance imaging (MRI) is that the activation decreases HHb, a paramagnetic contrast agent, leading to an increase in signal on MRI [6].
Alterations in oxygenation may be the cause of a brain disorder, such as in acute hypoxia, or may reflect changes in functional activation or metabolic rate. Measurements of brain oxygenation and metabolism can provide novel information in terms of identifying the cause of a disorder, or for monitoring disease progression or treatment.
As the brain is encased within the skull, non-invasive imaging methods which can assess metabolism and oxygenation over repeated measurements are required. Both MRI and NIRS have been used extensively for this purpose. The combination of NIRS and MRI can provide a new multimodal tool that allows for improved calibration of MRI (Fig. 9.1), improved spatial resolution of NIRS and novel datasets linking metabolism with oxygenation.
Possibly the first to actually use MRI and NIRS in combination as a multimodal tool performed functional MRI and NIRS simultaneously while subjects performed a unilateral sequential finger opposition task, with the key finding being that a task-related decrease in HHb was seen using both MRI and NIRS [7].
2 Fiber Optics and MRI, the Issues and Solutions to Multimodality Imaging
The main problem with undertaking multimodal imaging relates to the quality and location of the fiber optics. The components that are placed within the MRI need to be magnet-compatible. This means that the technology must be safe to put inside the MRI. One must also consider whether the presence of the technology will adversely impact the image quality. Most non-magnetic materials are safe, but different plastics and glass may still cause susceptibility artifacts. Probes with plastic caps may or may not be MRI-compatible.
The location of the probes can also be an issue. Since subjects are laying down in the MRI, it can be difficult to place fibers onto the back of the head. Also, many studies use an RF coil that fits closely to the head. In order for the tip of the probe to fit tightly onto the scalp and still fit inside the RF coil, the bend radius has to be very small or the fiber requires a prism to turn the light path, allowing the fibers to be positioned parallel to the skin. The requirement for a small turn radius makes fiber bundles more versatile than solid fibers.
3 Advantages of Combining NIRS and MRI
One clear advantage of the multimodal technique is the use of MRI to provide structural information that can then be applied in the reconstruction and localization of NIRS data [8, 9]. NIRS mapping data can be projected onto the surface of the cortex [10]. This provides depth information and allows 3D reconstruction of NIRS images. A second major advantage is the ability to obtain data on tissue oxygenation with NIRS at the same time as obtaining anatomical, physiological, biochemical and metabolic data from MRI. The following are examples of how multimodal MRI/NIRS provides novel data in brain.
4 Studying Cellular Redox Potential
The cellular redox potential describes the equilibrium that involves the ratio of nicotinamide adenine dinucleotide (NAD)/NADH. This, in turn, relates to the potential for mitochondria to produce adenosine triphosphate (ATP) [11]. In brain, the ratio of phosphocreatine (PCr) to inorganic phosphate (Pi) has been reported to be a non-invasive measure of intracellular redox potential and correlates with NADH [12]. In NIRS, the absorption spectrum of the copper (a) component (CuA) of cytochrome oxidase (cytOx) will change with oxidation state, and therefore, will also relate to redox potential [11]. However, each method has its own assumptions. For instance, the PCr/Pi ratio argument is based on a model and requires other metabolic factors to be constant, such as pH. The cytOx signal is small, making it difficult to differentiate this signal from changes associated with oxyhemoglobin (HbO2) [13]. Combining 31P NMR and NIRS allows one to study the relationship between the PCr/Pi ratio and cellular redox potential.
5 Measuring Brain Oxidative State in Hypoxia
A combined 31P NMR and NIRS study was conducted to determine if the redox state of the electron transport chain is dependent on cerebral oxygenation during normoxia and normal brain function. Piglets were anesthetized with isoflurane and ventilated [11]. Broadband NIRS was undertaken with the sensitive volume in the cortex. Quantification of NIRS was carried out using second differential spectroscopy [14] in conjunction with an anoxia pulse. 31P NMR was done at 7 T with non-localized spectroscopy. A repeated anoxia of 105 s was used to reduce blood oxygenation.
This paradigm resulted in significant brain hypoxia. However, HbO2 declined well before CuA showed a change, supporting the argument that levels of oxygen in mitochondria are normally above a limiting concentration. Also, PCr content only began to decline when CuA began to change, after which there was a linear relationship between the two parameters.
A similar type of study was done in piglets using a graded hypoxia paradigm. Inspired oxygen was reduced while obtaining 31P NMR spectroscopy on a 4.7 T MRI and NIRS data using a NIRO-500. Changes in cytOx did not relate to changes in HbO2 or HHb directly, providing evidence that cytOx data was independent of hemoglobin. PCr correlated best with CuA but neither declined immediately with reduction in oxygenation [15]. A study of cardiopulmonary bypass showed a linear relationship between cytOx redox state and relative 31P concentration [16].
These multimodal studies confirm that changes in cytoplasmic PCr/Pi provide a reasonable approximation of changes in mitochondrial redox potential in brain. Additionally, the fact that the reduction in oxidation state was delayed relative to the reduction in oxygenation supports the premise that oxygen levels in the brain are not close to limiting for metabolism under normal conditions. A previous paper using electron paramagnetic resonance to quantify brain tissue PO2 and 31P NMR to quantify energetics came to a similar conclusion—oxygen levels have to drop significantly before affecting PCr or pH [17].
6 Measuring Cerebral Metabolic Rate for Oxygen (CMRO2) in Hypoxia-Ischemia
In studies of hypoxia/ischemia (or stroke), NIRS/MRI can provide information on brain physiology, including cell swelling, while monitoring oxygenation and energy metabolism. A study of the metabolic effects of hypoxia-ischemia (HI) was performed on the newborn piglet brain using a broadband NIRS system in combination with 3 T MRI [18]. Metabolic energy substrates were assessed with 31P NMR, 1H spectroscopy was used to study lactate, and diffusion weighted MRI was used to study edema. CMRO2 was calculated using the Fick principle using NIRS.
There was a significant decline in CMRO2 after HI (Fig. 9.2). This decline had been observed previously [19]. The decline was progressive, with a low plateau occurring about 1.5 h post-HI. The apparent diffusion content (ADC) declined significantly by 3.5 h post-HI. By that time, energy metabolites including PCr and Pi had totally recovered while nucleoside triphosphate remained approximately 8 % lower than pre-HI conditions. Proton spectroscopy showed that lactate increased after HI, but had largely recovered by 1.5 h post-HI. The recovery of metabolites and oxygenation occurred in conjunction with reduced CMRO2. The reduced CMRO2 is consistent with a controlled reduction in metabolic rate rather than a condition where metabolic rate is inhibited by deficient substrate or direct effects of hypoxia [18].
Another group also using a piglet model combined a four wavelength NIRS system outside the MRI with alternating measurements of 31P NMR obtained at 4.7 T. Although the study was not strictly simultaneous, it shows that relevant multimodal data can be obtained when NIRS is undertaken before and after MRI. HI was induced by blocking both carotid arteries and reducing inspired O2 until the PCr/Pi ratio was reduced to approximately 30 % of pre-hypoxia values for 1 h [20]. It was suggested that when energy utilization was drastically reduced, and the cells were in an energy failure condition, there could actually be an increase in cytOx oxidation state. When energy production is moderately reduced, then cytOx can decline. Low PCr/Pi ratios reflect reduced energy status in both cases. Increased neuronal death was confirmed with histology. This suggests that measurements of PCr and cytochrome oxidation state may predict post-HI damage.
7 Conclusion
In this review, we have demonstrated that multimodal NIRS/MRI provides added capability for brain studies where there are changes in oxygenation and/or functional activation and metabolic rate. Among other things, this multimodal configuration has shown that brain metabolism is not oxygen-limited and that it is possible for metabolic rate to decline with hypoxia/ischemia. The studies described illustrate how NIRS/MRI can be applied to monitor brain metabolism in various physiological settings.
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Work was supported by NSERC, CIHR, endMS, the MS Society of Canada and AIHS.
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Dunn, J.F., Nathoo, N., Yang, R. (2014). A Tale of Two Methods: Combining Near-Infrared Spectroscopy with MRI for Studies of Brain Oxygenation and Metabolism. In: Swartz, H.M., Harrison, D.K., Bruley, D.F. (eds) Oxygen Transport to Tissue XXXVI. Advances in Experimental Medicine and Biology, vol 812. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-0620-8_9
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