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Cerebral metabolic rate of oxygen (CMRO2) assessed by combined Doppler and spectroscopic OCT
Chong, Shau Poh; Merkle, Conrad W; Leahy, Conor; Srinivasan, Vivek J
A method of measuring cortical oxygen metabolism in the mouse brain that uses independent quantitative measurements of three key parameters: cerebral blood flow (CBF), arteriovenous oxygen extraction (OE), and hemoglobin concentration ([HbT]) is presented. Measurements were performed using a single visible light spectral/Fourier domain OCT microscope, with Doppler and spectroscopic capabilities, through a thinned-skull cranial window in the mouse brain. Baseline metabolic measurements in mice are shown to be consistent with literature values. Oxygen consumption, as measured by this method, did not change substantially during minor changes either in the fraction of inspired oxygen (FiO2) or in the fraction of inspired carbon dioxide (FiCO2), in spite of larger variations in oxygen saturations. This set of experiments supports, but does not prove, the validity of the proposed method of measuring brain oxygen metabolism.
PMCID:4605053
PMID: 26504644
ISSN: 2156-7085
CID: 4355582
Noninvasive, in vivo imaging of subcortical mouse brain regions with 1.7  μm optical coherence tomography
Chong, Shau Poh; Merkle, Conrad W; Cooke, Dylan F; Zhang, Tingwei; Radhakrishnan, Harsha; Krubitzer, Leah; Srinivasan, Vivek J
A spectral/Fourier domain optical coherence tomography (OCT) intravital microscope using a supercontinuum light source at 1.7 μm was developed to study subcortical structures noninvasively in the living mouse brain. The benefits of 1.7 μm for deep tissue brain imaging are demonstrated by quantitatively comparing OCT signal attenuation characteristics of cortical tissue across visible and near-infrared wavelengths. Imaging of hippocampal tissue architecture and white matter microvasculature are demonstrated in vivo through thinned-skull, glass coverslip-reinforced cranial windows in mice. Applications of this novel platform include monitoring disease progression and pathophysiology in rodent models of Alzheimer's disease and subcortical dementias, including vascular dementia.
PMCID:4871109
PMID: 26512481
ISSN: 1539-4794
CID: 4355592
Multimodal optical imaging system for in vivo investigation of cerebral oxygen delivery and energy metabolism
Yaseen, Mohammad A; Srinivasan, Vivek J; Gorczynska, Iwona; Fujimoto, James G; Boas, David A; Sakadžić, Sava
Improving our understanding of brain function requires novel tools to observe multiple physiological parameters with high resolution in vivo. We have developed a multimodal imaging system for investigating multiple facets of cerebral blood flow and metabolism in small animals. The system was custom designed and features multiple optical imaging capabilities, including 2-photon and confocal lifetime microscopy, optical coherence tomography, laser speckle imaging, and optical intrinsic signal imaging. Here, we provide details of the system's design and present in vivo observations of multiple metrics of cerebral oxygen delivery and energy metabolism, including oxygen partial pressure, microvascular blood flow, and NADH autofluorescence.
PMCID:4679272
PMID: 26713212
ISSN: 2156-7085
CID: 4355602
Maximum likelihood Doppler frequency estimation under decorrelation noise for quantifying flow in optical coherence tomography
Chan, Aaron C; Srinivasan, Vivek J; Lam, Edmund Y
Recent hardware advances in optical coherence tomography (OCT) have led to ever higher A-scan rates. However, the estimation of blood flow axial velocities is limited by the presence and type of noise. Higher acquisition rates alone do not necessarily enable precise quantification of Doppler velocities, particularly if the estimator is suboptimal. In previous work, we have shown that the Kasai autocorrelation estimator is statistically suboptimal under conditions of additive white Gaussian noise. In addition, for practical OCT measurements of flow, decorrelation noise affects Doppler frequency estimation by broadening the signal spectrum. Here, we derive a general maximum likelihood estimator (MLE) for Doppler frequency estimation that takes into account additive white noise as well as signal decorrelation. We compare the decorrelation MLE with existing techniques using simulated and flow phantom data and find that it has better performance, achieving the Cramer-Rao lower bound. By making an approximation, we also provide an interpretation of this method in the Fourier domain. We anticipate that this estimator will be particularly suited for estimating blood flow in in vivo scenarios.
PMID: 24760902
ISSN: 1558-254x
CID: 4355512
Optical Coherence Tomography angiography reveals laminar microvascular hemodynamics in the rat somatosensory cortex during activation
Srinivasan, Vivek J; Radhakrishnan, Harsha
The BOLD (blood-oxygen-level dependent) fMRI (functional Magnetic Resonance Imaging) signal is shaped, in part, by changes in red blood cell (RBC) content and flow across vascular compartments over time. These complex dynamics have been challenging to characterize directly due to a lack of appropriate imaging modalities. In this study, making use of infrared light scattering from RBCs, depth-resolved Optical Coherence Tomography (OCT) angiography was applied to image laminar functional hyperemia in the rat somatosensory cortex. After defining and validating depth-specific metrics for changes in RBC content and speed, laminar hemodynamic responses in microvasculature up to cortical depths of >1mm were measured during a forepaw stimulus. The results provide a comprehensive picture of when and where changes in RBC content and speed occur during and immediately following cortical activation. In summary, the earliest and largest microvascular RBC content changes occurred in the middle cortical layers, while post-stimulus undershoots were most prominent superficially. These laminar variations in positive and negative responses paralleled known distributions of excitatory and inhibitory synapses, suggesting neuronal underpinnings. Additionally, the RBC speed response consistently returned to baseline more promptly than RBC content after the stimulus across cortical layers, supporting a "flow-volume mismatch" of hemodynamic origin.
PMCID:4253684
PMID: 25111471
ISSN: 1095-9572
CID: 4355522
Large arteriolar component of oxygen delivery implies a safe margin of oxygen supply to cerebral tissue
Sakadžić, Sava; Mandeville, Emiri T; Gagnon, Louis; Musacchia, Joseph J; Yaseen, Mohammad A; Yucel, Meryem A; Lefebvre, Joel; Lesage, Frédéric; Dale, Anders M; Eikermann-Haerter, Katharina; Ayata, Cenk; Srinivasan, Vivek J; Lo, Eng H; Devor, Anna; Boas, David A
What is the organization of cerebral microvascular oxygenation and morphology that allows adequate tissue oxygenation at different activity levels? We address this question in the mouse cerebral cortex using microscopic imaging of intravascular O2 partial pressure and blood flow combined with numerical modelling. Here we show that parenchymal arterioles are responsible for 50% of the extracted O2 at baseline activity, and the majority of the remaining O2 exchange takes place within the first few capillary branches. Most capillaries release little O2 at baseline acting as an O2 reserve that is recruited during increased neuronal activity or decreased blood flow. Our results challenge the common perception that capillaries are the major site of O2 delivery to cerebral tissue. The understanding of oxygenation distribution along arterio-capillary paths may have profound implications for the interpretation of blood-oxygen-level dependent (BOLD) contrast in functional magnetic resonance imaging and for evaluating microvascular O2 delivery capacity to support cerebral tissue in disease.
PMCID:4260810
PMID: 25483924
ISSN: 2041-1723
CID: 4355532
Maximum Likelihood Estimation of Blood Velocity using Doppler Optical Coherence Tomography [Meeting Abstract]
Chan, Aaron C.; Merkle, Conrad W.; Lam, Edmund Y.; Srinivasan, Vivek J.
ISI:000336744800022
ISSN: 0277-786x
CID: 4356012
Optical Coherence Imaging of Hemodynamics, Metabolism, and Cell Viability during Brain Injury [Meeting Abstract]
Srinivasan, Vivek; Chong, Shau Poh; Merkle, Conrad William; Radhakrishnan, Harsha; Leahy, Conor
ISI:000369908600019
ISSN: 2160-9020
CID: 4356042
High-Resolution Optical Microscopy Imaging of Cortical Oxygen Delivery and Consumption [Meeting Abstract]
Sakadzic, Sava; Mandeville, Emiri T.; Gagnon, Louis; Musacchia, Joseph J.; Yaseen, Mohammad A.; Yucel, Meryem A.; Lefebvre, Joel; Lesage, Frederic; Dale, Anders M.; Eikermann-Haerter, Katharina; Ayata, Cenk; Srinivasan, Vivek J.; Lo, Eng H.; Devor, Anna; Boas, David A.
ISI:000369908600020
ISSN: 2160-9020
CID: 4356052
Optical Coherence Imaging of Microvascular Oxygenation and Hemodynamics [Meeting Abstract]
Chong, Shau Poh; Merkle, Conrad William; Radhakrishnan, Harsha; Leahy, Conor; Dubra, Alfredo; Sulai, Yusufu N.; Srinivasan, Vivek J.
ISI:000369908600064
ISSN: 2160-9020
CID: 4356062