New techniques for motion-artifact-free in vivo cardiac microscopy

Frontiers in Physiology

Volumn 6, Issue MAY, 2015, Pages

  Vinegoni, Claudio ^a   Lee, Sungon ^a,b   Aguirre, Aaron D ^a   Weissleder, Ralph ^a  

^a MASSACHUSETTS GENERAL HOSPITAL   (United States)

^b Hanyang University   (South Korea)

Author keywords

Cardiac imaging; Image stabilization; Laser scanning microscopy; Motion artifacts; Motion compensation

Indexed keywords

ALGORITHM; ARTIFACT; BREATHING; CARDIAC IMAGING; CELL FUNCTION; EXPLANT; FLUORESCENCE; GATED SEQUENTIAL SEGMENTED MICROSCOPY; HEART CONTRACTION; HEART DISEASE; HEART MUSCLE CELL; HUMAN; IMAGE PROCESSING; IMAGING; IMMUNOLOGY; IN VITRO STUDY; IN VIVO STUDY; INTRAVITAL IMAGING MICROSCOPY; METHODOLOGY; MICROSCOPY; MOTION; NEOPLASM; NEUROBIOLOGY; NONHUMAN; REVIEW;

EID: 84930619085     PISSN: None     EISSN: 1664042X     Source Type: Journal    
DOI: 10.3389/fphys.2015.00147     Document Type: Review

References (29)

1. Aguirre, A. D., Vinegoni, C., Sebas, M., and Weissleder, R. (2014). Intravital imaging of cardiac function at the single-cell level. Proc. Natl. Acad. Sci. U.S.A. 111, 11257-11262. doi: 10.1073/pnas.1401316111.
2. Bakalar, M., Schroeder, J. L., Pursley, R., Pohida, T. J., Glancy, B., Taylor, J., et al. (2012). Three-dimensional motion tracking for high-resolution optical microscopy, in vivo. J. Microsc. 246, 237-247. doi: 10.1111/j.1365-2818.2012.03613.x.
3. Cao, L., Kobayakawa, S., Yoshiki, A., and Abe, K. (2012). High resolution intravital imaging of subcellular structures of mouse abdominal organs using a microstage device. PLoS ONE 7:e33876. doi: 10.1371/journal.pone.0033876.
4. Chien, K. R., Domian, I. J., and Parker, K. K. (2008). Cardiogenesis and the complex biology of regenerative cardiovascular medicine. Science 322, 1494-1497. doi: 10.1126/science.1163267.
5. Farrar, M. J., Bernstein, I. M., Schlafer, D. H., Cleland, T. A., Fetcho, J. R., and Schaffer, C. B. (2012). Chronic in vivo imaging in the mouse spinal cord using an implanted chamber. Nat. Methods 9, 297-302. doi: 10.1038/nmeth.1856.
6. Go, A. S., Mozaffarian, D., Roger, V. L., Benjamin, E. J., Berry, J. D., Blaha, M. J., et al. (2013). Heart disease and strocke statistics-2014 update: a report from the American Heart Association. Circulation 129, e28-e292. doi: 10.1161/CIR.0b013e318282ab8f.
7. Holtmaat, A., Bonhoeffer, T., Chow, D. K., Chuckowree, J., De Paola, V., Hofer, S. B., et al. (2009). Long-term, high-resolution imaging in the mouse neocortex through a chronic cranial window. Nat. Protoc. 4, 1128-1144. doi: 10.1038/nprot.2009.89.
8. Jung, K., Kim, P., Leuschner, F., Gorbatov, R., Kim, J. K., Ueno, T., et al. (2013). Endoscopic time-lapse imaging of immune cells in infarcted mouse hearts. Circ. Res. 112, 891-899. doi: 10.1161/CIRCRESAHA.111.300484.
9. Kedrin, D., Gligorijevic, B., Wyckoff, J., Verkhusha, V. V., Condeelis, J., Segall, J. E., et al. (2008). Intravital imaging of metastatic behavior through a mammary imaging window. Nat. Methods 5, 1019-1021. doi: 10.1038/nmeth.1269.
10. Lee, S., Nakamura, Y., Yamane, K., Toujo, T., Takahashi, S., Tanikawa, Y., et al. (2008). Image stabilization for in vivo microscopy by high-speed visual feedback control. IEEE Trans. Rob. 24, 45-54. doi: 10.1109/TRO.2007.914847.
11. Lee, S., Vinegoni, C., Feruglio, P. F., Fexon, L., Gorbatov, R., Pivoravov, M., et al. (2012a). Real-time in vivo imaging of the beating mouse heart at microscopic resolution. Nat. Commun. 3, 1054. doi: 10.1038/ncomms2060.
12. Lee, S., Vinegoni, C., Feruglio, P. F., and Weissleder, R. (2012b). Improved intravital microscopy via synchronization of respiration and holder stabilization. J. Biomed. Opt. 17, 96018-96021. doi: 10.1117/1.JBO.17.9.096018.
13. Lee, S., Vinegoni, C., Sebas, M., and Weissleder, R. (2014). Automated motion artifact removal for intravital microscopy, without a priori information. Sci. Rep. 4:4507. doi: 10.1038/srep04507.
14. Lehr, H. A., Leunig, M., Menger, M. D., Nolte, D., and Messmer, K. (1993). Dorsal skinfold chamber technique for intravital microscopy in nude mice. Am J Pathol 143, 1055-1062.
15. Li, W., Nava, R. G., Bribriesco, A. C., Zinselmeyer, B. H., Spahn, J. H., Gelman, A. E., et al. (2012). Intravital 2-photon imaging of leukocyte trafficking in beating heart. J. Clin. Invest. 122, 2499-2508. doi: 10.1172/JCI62970.
16. Liebling, M., Forouhar, A. S., Gharib, M., Fraser, S. E., and Dickinson, M. E. (2005). Four-dimensional cardiac imaging in living embryos via postacquisition synchronization of nongated slice sequences. J. Biomed. Opt. 10, 054001. doi: 10.1117/1.2061567.
17. Nahrendorf, M., Pittet, M. J., and Swirski, F. K. (2010). Monocytes: protagonists of infarct inflammation and repair after myocardial infarction. Circulation 121, 2437-2445. doi: 10.1161/CIRCULATIONAHA.109.916346.
18. Nakamura, Y., Kishi, K., and Kawakami, H. (2001). "Heartbeat synchronization for robotic cardiac surgery," in Robotics and Automation, 2001. Proceedings 2001 ICRA. IEEE International Conference on.
19. Pittet, M. J., and Weissleder, R. (2011). Intravital imaging. Cell 147, 983-991. doi: 10.1016/j.cell.2011.11.004.
20. Ritsma, L., Ponsioen, B., and Van Rheenen, J. (2012). Intravital imaging of cell signaling in mice. Intravital 1, 0-8. doi: 10.4161/intv.20802.
21. Ritsma, L., Steller, E. J., Ellenbroek, S. I., Kranenburg, O., Borel Rinkes, I. H., and Van Rheenen, J. (2013). Surgical implantation of an abdominal imaging window for intravital microscopy. Nat. Protoc. 8, 583-594. doi: 10.1038/nprot.2013.026.
22. Scott, A. D., Keegan, J., and Firmin, D. N. (2009). Motion in cardiovascular MR imaging. Radiology 250, 331-351. doi: 10.1148/radiol.2502071998.
23. Soulet, D., Paré, A., Coste, J., and Lacroix, S. (2013). Automated filtering of intrinsic movement artifacts during two-photon intravital microscopy. PLoS ONE 8:e53942. doi: 10.1371/journal.pone.0053942.
24. Vercauteren, T., Perchant, A., Malandain, G., Pennec, X., and Ayache, N. (2006). Robust mosaicing with correction of motion distortions and tissue deformations for in vivo fibered microscopy. Med. Image Anal. 10, 673-692. doi: 10.1016/j.media.2006.06.006.
25. Vinegoni, C., Lee, S., Feruglio, P. F., Marzola, P., Nahrendorf, M., and Weissleder, R. (2013). Sequential average segmented microscopy for high signal-to-noise ratio motion-artifact-free in vivo heart imaging. Biomed. Opt. Express 4, 2095-2106. doi: 10.1364/BOE.4.002095.
26. Vinegoni, C., Lee, S., Gorbatov, R., and Weissleder, R. (2012). Motion compensation using a suctioning stabilizer for intravital microscopy. Intravital 1, 115-121. doi: 10.4161/intv.23017.
27. Wiesmann, F., Szimtenings, M., Frydrychowicz, A., Illinger, R., Hunecke, A., Rommel, E., et al. (2003). High-resolution MRI with cardiac and respiratory gating allows for accurate in vivo atherosclerotic plaque visualization in the murine aortic arch. Magn. Reson. Med. 50, 69-74. doi: 10.1002/mrm.10500.
28. Woollard, K. J., and Geissmann, F. (2010). Monocytes in atherosclerosis: subsets and functions. Nat. Rev. Cardiol. 7, 77-86. doi: 10.1038/nrcardio.2009.228.
29. Yuen, S. G., Kettler, D. T., Novotny, P. M., Plowes, R. D., and Howe, R. D. (2009). Robotic motion compensation for beating heart intracardiac surgery. Int. J. Rob. Res. 28, 1355-1372. doi: 10.1177/0278364909104065.