Abstract
Laser speckle contrast imaging (LSCI) has emerged over the past decade as a powerful, yet simple, method for imaging of blood flow dynamics in real time. The rapid adoption of LSCI for physiological studies is due to the relative ease and low cost of building an instrument as well as the ability to quantify blood flow changes with excellent spatial and temporal resolution. Although measurements are limited to superficial tissues with no depth resolution, LSCI has been instrumental in pre-clinical studies of neurological disorders as well as clinical applications including dermatological, neurosurgical and endoscopic studies. Recently a number of technical advances have been developed to improve the quantitative accuracy and temporal resolution of speckle imaging. This article reviews some of these recent advances and describes several applications of speckle imaging.
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References
Ayata, C., A. K. Dunn, Y. Gursoy-Ozdemir, Z. Huang, D. A. Boas, and M. A. Moskowitz. Laser speckle flowmetry for the study of cerebrovascular physiology in normal and ischemic mouse cortex. J. Cereb. Blood Flow Metab. 24(7):744–755, 2004.
Bandyopadhay, R., A. S. Gittings, S. S. Suh, P. K. Dixon, and D. J. Durian. Speckle-visibility spectroscopy: a tool to study time-varying dynamics. Rev. Sci. Instrum. 76(9):93110, 2005.
Boas, D. A., and A. K. Dunn. Laser speckle contrast imaging in biomedical optics. J. Biomed. Opt. 15(1):011109, 2010.
Boas, D. A., and A. Yodh. Spatially varying dynamical properties of turbid media probed with diffusing temporal light correlation. J. Opt. Soc. Am. A 14:192–215, 1997.
Bolay, H., U. Reuter, A. K. Dunn, Z. Huang, D. A. Boas, and M. A. Moskowitz. Intrinsic brain activity triggers trigeminal meningeal afferents in a migraine model. Nat. Med. 8(2):136–142, 2002.
Bonner, R., and R. Nossal. Model for laser Doppler measurements of blood flow in tissue. Appl. Opt. 20:2097–2107, 1981.
Briers, J. D. Laser Doppler, speckle and related techniques for blood perfusion mapping and imaging. Physiol. Meas. 22(4):R35–R66, 2001.
Briers, J. D., and S. Webster. Laser Speckle contrast analysis (LASCA): a nonscanning, full-field technique for monitoring capillary blood flow. J. Biomed. Opt. 1:174–179, 1996.
Dirnagl, U., C. Iadecola, and M. A. Moskowitz. Pathobiology of ischaemic stroke: an integrated view. Trends Neurosci. 22:391–397, 1999.
Duncan, D. D., and S. J. Kirkpatrick. Can laser speckle flowmetry be made a quantitative tool? J. Opt. Soc. Am. A Opt. Image Sci. Vis. 25(8):2088–2094, 2008.
Dunn, A. K., H. Bolay, M. A. Moskowitz, and D. A. Boas. Dynamic imaging of cerebral blood flow using laser speckle. J. Cereb. Blood Flow Metab. 21(3):195–201, 2001.
Dunn, A. K., A. Devor, A. M. Dale, and D. A. Boas. Spatial extent of oxygen metabolism and hemodynamic changes during functional activation of the rat somatosensory cortex. Neuroimage 27(2):279–290, 2005.
Dunn, A. K., et al. Simultaneous imaging of total cerebral hemoglobin concentration, oxygenation, and blood flow during functional activation. Opt. Lett. 28:28–30, 2003.
Dunphy, I., S. A. Vinogradov, and D. F. Wilson. Oxyphor R2 and G2: phosphors for measuring oxygen by oxygen-dependent quenching of phosphorescence. Anal. Biochem. 310(2):191–198, 2002.
Durduran, T., et al. Spatiotemporal quantification of cerebral blood flow during functional activation in rat somatosensory cortex using laser-speckle flowmetry. J. Cereb. Blood Flow Metab. 24(5):518–525, 2004.
Fercher, A., and J. Briers. Flow visualization by means of single-exposure speckle photography. Opt. Commun. 37:326–329, 1981.
Forrester, K. R., J. Tulip, C. Leonard, C. Stewart, and R. C. Bray. A laser speckle imaging technique for measuring tissue perfusion. IEEE Trans. Biomed. Eng. 51(11):2074–2084, 2004.
Hecht, N., J. Woitzik, J. P. Dreier, and P. Vajkoczy. Intraoperative monitoring of cerebral blood flow by laser speckle contrast analysis. Neurosurg. Focus 27(4):E11, 2009.
Helmlinger, G., F. Yuan, M. Dellian, and R. K. Jain. Interstitial pH and pO2 gradients in solid tumors in vivo: high-resolution measurements reveal a lack of correlation. Nat. Med. 3(2):177–182, 1997.
Hossmann, K. A. Periinfarct depolarizations. Cerebrovasc. Brain Metab. Rev. 8:195–208, 1996.
Huang, Y.-C., T. L. Ringold, J. S. Nelson, and B. Choi. Noninvasive blood flow imaging for real-time feedback during laser therapy of port wine stain birthmarks. Lasers Surg. Med. 40(3):167–173, 2008.
Jones, P. B., et al. Simultaneous multispectral reflectance imaging and laser speckle flowmetry of cerebral blood flow and oxygen metabolism in focal cerebral ischemia. J. Biomed. Opt. 13(4):44007–44011, 2008.
Kirkpatrick, S. J., D. D. Duncan, and E. M. Wells-Gray. Detrimental effects of speckle-pixel size matching in laser speckle contrast imaging. Opt. Lett. 33(24):2886–2888, 2008.
Lemieux, P. A., and D. J. Durian. Investigating non-Gaussian scattering processes by using n th-order intensity correlation functions. J. Opt. Soc. Am. A 16(7):1651–1664, 1999.
Liu, S., P. Li, and Q. Luo. Fast blood flow visualization of high-resolution laser speckle imaging data using graphics processing unit. Opt. Express 16(19):14321–14329, 2008.
Lo, E. H., T. Dalkara, and M. A. Moskowitz. Mechanisms, challenges and opportunities in stroke. Nat. Rev. Neurosci. 4(5):399–415, 2003.
Mies, G., T. Iijima, and K. A. Hossmann. Correlation between peri-infarct DC shifts and ischaemic neuronal damage in rat. Neuroreport 4:709–711, 1993.
Nakamura, H., et al. Spreading depolarizations cycle around and enlarge focal ischaemic brain lesions. Brain 133(7):1994–2006, 2010.
Parthasarathy, A. B., S. M. S. Kazmi, and A. K. Dunn. Quantitative imaging of ischemic stroke through thinned skull in mice with Multi Exposure Speckle Imaging. Biomed. Opt. Express 1(1):246–259, 2010.
Parthasarathy, A. B., W. J. Tom, A. Gopal, X. Zhang, and A. K. Dunn. Robust flow measurement with multi-exposure speckle imaging. Opt. Express 16(3):1975–1989, 2008.
Parthasarathy, A. B., E. L. Weber, L. M. Richards, D. J. Fox, and A. K. Dunn. Laser speckle contrast imaging of cerebral blood flow in humans during neurosurgery: a pilot clinical study. J. Biomed. Opt. 15(6):066030, 2010.
Ponticorvo, A., and A. K. Dunn. Simultaneous imaging of oxygen tension and blood flow in animals using a digital micromirror device. Opt. Express 18(8):8160–8170, 2010.
Raabe, A., J. Beck, R. Gerlach, M. Zimmermann, and V. Seifert. Near-infrared indocyanine green video angiography: a new method for intraoperative assessment of vascular flow. Neurosurgery 52(1):132–139, 2003; discussion 139
Rumsey, W. L., J. M. Vanderkooi, and D. F. Wilson. Imaging of phosphorescence: a novel method for measuring oxygen distribution in perfused tissue. Science 241(4873):1649, 1988.
Sakadzić, S., et al. Simultaneous imaging of cerebral partial pressure of oxygen and blood flow during functional activation and cortical spreading depression. Appl. Opt. 48(10):D169–D177, 2009.
Shin, H. K., A. K. Dunn, P. B. Jones, D. A. Boas, M. A. Moskowitz, and C. Ayata. Vasoconstrictive neurovascular coupling during focal ischemic depolarizations. J. Cereb. Blood Flow Metab. 26:1018–1030, 2005.
Shin, H. K., et al. Normobaric hyperoxia improves cerebral blood flow and oxygenation, and inhibits peri-infarct depolarizations in experimental focal ischaemia. Brain 130(6):1631, 2007.
Shonat, R. D., and A. C. Kight. Oxygen tension imaging in the mouse retina. Ann. Biomed. Eng. 31(9):1084–1096, 2003.
Shonat, R. D., K. N. Richmond, and P. C. Johnson. Phosphorescence quenching and the microcirculation: an automated, multipoint oxygen tension measuring instrument. Rev. Sci. Instrum. 66:5075, 1995.
Shonat, R. D., E. S. Wachman, W. Niu, A. P. Koretsky, and D. L. Farkas. Near-simultaneous hemoglobin saturation and oxygen tension maps in mouse brain using an AOTF microscope. Biophys. J. 73(3):1223–1231, 1997.
Shonat, R. D., D. F. Wilson, C. E. Riva, and M. Pawlowski. Oxygen distribution in the retinal and choroidal vessels of the cat as measured by a new phosphorescence imaging method. Appl. Opt. 31(19):3711–3718, 1992.
Strong, A. J., E. L. Bezzina, P. J. Anderson, M. G. Boutelle, S. E. Hopwood, and A. K. Dunn. Evaluation of laser speckle flowmetry for imaging cortical perfusion in experimental stroke studies: quantitation of perfusion and detection of peri-infarct depolarisations. J. Cereb. Blood Flow Metab. 26(5):645–653, 2006.
Tamaki, Y., M. Araie, E. Kawamoto, S. Eguchi, and H. Fujii. Noncontact, two-dimensional measurement of retinal microcirculation using laser speckle phenomenon. Invest. Ophthalmol. Vis. Sci 35(11):3825–3834, 1994.
Tom, W. J., A. Ponticorvo, and A. K. Dunn. Efficient processing of laser speckle contrast images. IEEE Trans. Med. Imaging 27(12):1728–1738, 2008.
Tsai, A., P. C. Johnson, and M. Intaglietta. Oxygen gradients in the microcirculation. Physiol. Rev. 83(3):933–963, 2003.
Vinogradov, S. A., M. A. Fernandez-Seara, B. W. Dugan, and D. F. Wilson. Frequency domain instrument for measuring phosphorescence lifetime distributions in heterogeneous samples. Rev. Sci. Instrum. 7(8):3396–3406, 2001.
Yuan, S., A. Devor, D. A. Boas, and A. K. Dunn. Determination of optimal exposure time for imaging of blood flow changes with laser speckle contrast imaging. Appl. Opt. 44(10):1823–1830, 2005.
Acknowledgments
The author acknowledges Shams Kazmi, Adrien Ponticorvo, Lisa Richards, Erica Weber, Ashwin Parthasarathy, and Anthony Salvaggio for helpful discussions and assistance with the figures. This work was supported by the National Institutes of Health (R01EB011556), National Science Foundation (CBET/0737731), American Heart Association (0735136N) and the Coulter Foundation.
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Associate Editor Daniel Elson oversaw the review of this article.
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Dunn, A.K. Laser Speckle Contrast Imaging of Cerebral Blood Flow. Ann Biomed Eng 40, 367–377 (2012). https://doi.org/10.1007/s10439-011-0469-0
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DOI: https://doi.org/10.1007/s10439-011-0469-0