Spectral moment invariant analysis of disorder in polarization-modulated second-harmonic-generation images obtained from collagen assemblies

Journal of the Optical Society of America A: Optics and Image Science, and Vision

Volumn 24, Issue 11, 2007, Pages 3573-3586

  Wang, Mingshi ^a   Reiser, Karen M ^b   Knoesen, André ^a  

^a University of California   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COLLAGEN; LIGHT POLARIZATION; SPECTRUM ANALYSIS; TISSUE;

INTERVERTEBRAL DISKS; SPECTRAL MOMENT INVARIANT ANALYSIS; STRUCTURAL ABNORMALITY; TEXTURAL DETERIORATION;

HARMONIC GENERATION;

COLLAGEN;

ANIMAL; ARTICLE; INJURY; INTERVERTEBRAL DISK; METHODOLOGY; MOUSE; PATHOLOGY; SPECTROSCOPY; ULTRASTRUCTURE;

ANIMALS; COLLAGEN; INTERVERTEBRAL DISK; MICE; SPECTRUM ANALYSIS;

EID: 37649013512     PISSN: 10847529     EISSN: None     Source Type: Journal    
DOI: 10.1364/JOSAA.24.003573     Document Type: Article

References (47)

1. K. M. Reiser, C. Bratton, D. R. Yankelevich, A. Knoesen, I. R. Mendoza, and J. Lotz, "Quantitative analysis of structural disorder in intervertebral disks using second harmonic generation imaging: Comparison with morphometric anaysis," J. Biomed. Opt. (2007).
2. K. M. Reiser, I. Rocha-Mendoza, M. Wang, D. R. Yankelevich, C. Bratton, A. Knoesen, J. C. Lotz, and E. Liebenman, "Polarization-modulated second harmonic generation imaging: method for quantitative assessment of disorganization in annulus," in 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE, 2004), pp. 4982-4985.
3. S. Roth and I. Freund, "Second harmonic generation in collagen," J. Chem. Phys. 70, 1637-1643 (1979).
4. I. Freund, M. Deutsch, and A. Sprecher, "Connective tissue polarity. Optical second-harmonic microscopy, cross-beam summation, and small-angle scattering in rat-tail tendon," Biophys. J. 50, 693-712 (1986).
5. P. Stoller, K. M. Reiser, P. M. Celliers, and A. M. Rubenchik, "Polarization-modulated second harmonic generation in collagen," Biophys. J. 82, 3330-3342 (2002).
6. P. Stoller, B. M. Kim, A. M. Rubenchik, K. M. Reiser, and L. B. Da Silva, "Polarization-dependent optical second harmonic imaging of rat-tail tendon," J. Biomed. Opt. 7, 205-214 (2002).
7. P. Stoller, B. M. Kim, A. M. Rubenchik, K. M. Reiser, and L. B. Da Silva, "Measurement of the second order nonlinear susceptibility of collagen using polariztion modulation and phase-sensitive detection," Proc. SPIE 4276, 11-16 (2001).
8. S. Fine and W. P. Hansen, "Optical second harmonic generation in biological systems," Am. J. Optom. Physiol. Opt. 10, 2350-2353 (1971).
9. P. J. Campagnola and L. M. Loew, "Second-harmonic imaging nucroscopy for visualizing biomolecular arrays in cells, tissues and organisms," Nat. Biotechnol. 21, 1356-1360 (2003).
10. A. Zoumi, A. Yeh, and B. J. Tromberg, "Imaging cells and extracellular matrix in vivo by using second-harmonic generation and two-photon excited fluorescence," Appl. Bio. Sci. 99, 11014-11019 (2002).
11. E. Brown, T. McKee, E. diTomaso, A. Pluen, B. Seed, Y. Boucher, and R. K. Jain, "Dynamic imaging of collagen and its modulation in tumors in vivo using second-harmonic generation," Nat. Med. (N.Y) 9, 796-800 (2003).
12. M. Han, G. Giese, and J. F. Bille, "Second harmonic generation imaging of collagen fibrils in cornea and sclera," Opt. Express 13, 5791-5797 (2005).
13. P. J. Campagnola, A. C. Millard, M. Terasaki, P. E. Hoppe, C. J. Malone, and W. A. Mohler, "Three-dimensional high-resolution second-harmonic generation imaging of endogenous structural proteins in biological tissues," Biophys. J. 81, 493-508 (2002).
14. S. V. Plotnikov, A. C. Millard, P. J. Campagnola, and W. A. Mohler, "Characterization of the myosin-based source for second-harmonic generation from muscle sarcomeres," Biophys. J. 90, 693-703 (2006).
15. K. M. Reiser, I. Rocha-Mendoza, D. R. Yankelevich, M. Wang, C. Bratton, and A. Knoesen, "Measurement of order-disorder transitions in biological samples using polarization-modulated second-harmonic generation imaging," in Conference on Lasers and Electro-Optics Quantum Electronics and Laser Science Conference and Photonic Applications Systems Technologics, Technical Digest (CD) (Optical Society of America, 2006), Paper CMMM4.
16. O. V. Angelsky, G. V. Demianovsky, A. G. Ushenko, D. N. Burkovets, and Y. A. Ushenko, "Wavelet analysis of two-dimensional birefringence images of architectonics in biotissues for diagnosing pathological changes," J. Biomed. Opt. 9, 679-690 (2004).
17. O. Y. Wanchulyak, V. T. Bachinsky, A. G. Ushenko, and Y. A. Ushenko, "Wavelet analysis of dynamics of changes in orientation-phase structure of biotissue architechtonics," Proc. SPIE 5067, 50-55 (2003).
18. B. Brunet-Imbault, G. Lemineur, C. Chappard, R. Harba, and C. Benhamou, "A new anisotropy index on trabecular bone radiographic images using the fast Fourier transform," BMC Medical Imaging 5, 249-257 (2005).
19. C. Redon, L. Chermant, J. Chermant, and M. Coster, "Assessment of fibre orientation in reinforced concrete using Fourier image transform," J. Microsc. 191, 258-265 (1998).
20. A. M. Buck, R. I. Price, I. M. Sweetman, and C. E. Oxnard, "An investigation of thoracic and lumbar cancellous vertebral architecture using power-spectral analysis of plain radiographs," J. Anat. 200, 445-456 (2002).
21. C. A. Wigderowitz, E. W. Abel, and D. I. Rowley, "Evaluation of cancellous structure in the distal radius using spectral analysis," Clin. Orthop. Relat. Res. 335, 152-161 (1997).
22. P. Caligiuri, M. L. Giger, M. J. Favus, J. Hong, K. Doi, and L. B. Dixon, "Computerized radiographic analysis of osteoporosis: preliminary evaluation," Radiology 186, 471-474 (1993).
23. W. J. Whitehouse, "The quantitative morphology of anisotropic trabecular bone," J. Microsc. 101, 153-168 (1974).
24. T. H. Smit, E. Schneider, and A. Odgaard, "Star length distribution: a volume-based concept for the characterization of structural anisotropy," J. Microsc. 191, 249-257 (1998).
25. P. A. Freeborough and N. C. Fox, "MR image texture analysis applied to diagnosis and tracking of Alzheimer's disease," IEEE Trans. Med. Imaging 17, 475-479 (1998).
26. S. Plotnikov, V. Juneja, A. B. Isaacson, W. A. Mohler, and P. J. Campagnola, "Optical clearing for improved contrast in second harmonic generation imaging of skeletal muscle," Biophys. J. 90, 328-339 (2006).
27. R. M. Haralick, "Statistical and structural approaches to texture," Proc. IEEE 67, 786-804 (1979).
28. M. Wang and A. Knoesen, "Rotation and scale invariant texture features based on spectral moment invariants," J. Opt. Soc. Am. A 24, 2550-2557 (2007).
29. C. Benoit, E. Royer, and G. Poussigue, "The spectral moments method," J. Phys.: Condens. Matter 4, 3125-3152 (1992).
30. R. C. Gonzales and R. E. Woods, Digital Image Processing (Addison Wesley, 1993).
31. B. J. Super and A. C. Bovik, "Shape from texture using local spectral moments," IEEE Trans. Pattern Anal, Mach. Intell. 17, 333-343 (1995).
32. R. E. Passarelli Jr. and A. D. Siggia, "The autocorrelation function and spectral moments: Geometric and asymptotic interpretations," J. Clim. Appl. Meteorol. 22, 1776-1787 (1983).
33. K. Miller and M. Rochwarqer, "A covariance approach to spectral moment estimation," IEEE Trans. Inf. Theory 18, 588-596 (1972).
34. S. Holm, "Spectral moment matching in the maximum entropy spectral analysis method," IEEE Trans. Inf. Theory IT-29, 311-313 (1983).
35. B. M. Keel and E. G. Baxa, Jr., "An overdetermined approach to autocorrelation based spectral moment estimation for use in Doppler weather radar," in Proceedings of IEEE National Radar Conference (IEEE, 1997), pp. 300-305.
36. L. Wang and G. Healey, "Using Zernike moments for the illumination and geometry invariant classification of multispectral texture," IEEE Trans. Image Process. 196-203 (1998).
37. M. K. Hu, "Visual pattern recognition by moment invariants," JRE Trans. Inf. Theory 49, 179-187 (1962).
38. G. Amayeh, A. Erol, G. Bebis, and M. Nicolescu, "Accurate and efficient computation of high order Zernike moments," Proceedings Lecture Notes in Computer Science 3804 (Springer-Verlag, 2005), pp. 462-469. http://apps.isiknowledge.com/ WoS/CIW.cgi
39. I. Freund and M. Deutsch, "Macroscopic polarity of connective-tissue is due to discrete polar structures," Biopolymers 25, 601-606 (1986).
40. Y. Fu, H. Wang, R. Shi, and J. Cheng, "Second harmonic and sum frequency generation imaging of fibrous astroglial filaments in ex vivo spinal tissues," Biophys. J. 92, 3251-3259 (2007).
41. S. Roth and I. Freund, "Optical second-harmonic scattering in rat-tail tendon," Biopolymers 20, 1271-1290 (1981).
42. R. E. Bellman, Adaptive Control Processes (Princeton U. Press, 1961).
43. S. Theodoridis and K. Koutroumbas, Pattern Recognition (Academic, 1999).
44. J. C. Lotz, O. K. Colliou, J. R. Chin, N. A. Duncan, and E. Liebenberg, "Compression-induced degeneration of the intervertebral disc: An in vivo mouse model and finite-element study," Spine 23, 2493-2506 (1998).
45. D. R. Wagner, K. M. Reiser, and J. C. Lotz, "Glycation increases human annulus fibrosus stiffness in both experimental measurements and theoretical predictions," J. Biomech. 39, 1021-1029 (2006).
46. D. Bray and T. Duke, "Conformational spread: the propagation of allosteric states in large multiprotein complexes," Annu. Rev. Biophys. Biomol. Struct. 33, 53-73 (2004).
47. T. Gutsmann, G. E. Fantner, M. Venturoni, A. Ekani-Nkodo, J. B. Thompson, J. H. Kindt, D. E. Morse, D. K. Fygenson, and P. K. Hansma, "Evidence that collagen fibrils in tendons are inhomogeneously structured in a tubelike manner," Biophys. J. 84, 2593-2598 (2003).