Assessing diabetic foot ulcer development risk with hyperspectral tissue oximetry

Journal of Biomedical Optics

Volumn 16, Issue 2, 2011, Pages

  Yudovsky, Dmitry ^a   Nouvong, Aksone ^b,c   Schomacker, Kevin ^d   Pilon, Laurent ^a  

^a Engineering IV   (United States)

^b OLIVE VIEW UCLA MEDICAL CENTER   (United States)

^c Western University Healthcare Center   (United States)

^d HyperMed Inc   (United States)

Author keywords

Diabetic foot ulcers; Hyperspectral imaging; Medical screening technology; Tissue oximetry; Wound care; Wound diagnostics

Indexed keywords

DIABETIC FOOT ULCER; HYPERSPECTRAL IMAGING; MEDICAL SCREENING; WOUND CARE; WOUND DIAGNOSTICS;

ALGORITHMS; DERMATOLOGY; DISEASES; FORECASTING; IMAGE PROCESSING; PATIENT TREATMENT; TISSUE;

HEALTH RISKS;

BIOLOGICAL MARKER; HEMOGLOBIN;

ARTICLE; BLOOD; DIABETIC FOOT; EQUIPMENT; EQUIPMENT DESIGN; INSTRUMENTATION; NEAR INFRARED SPECTROSCOPY; OXIMETRY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

BIOLOGICAL MARKERS; DIABETIC FOOT; EQUIPMENT DESIGN; EQUIPMENT FAILURE ANALYSIS; HEMOGLOBINS; OXIMETRY; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SPECTROSCOPY, NEAR-INFRARED;

EID: 79957843111     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.3535592     Document Type: Article

References (39)

1. S. Wild, G. Roglic, A. Green, R. Sicree, and H. King, "Global prevalence of diabetes," Diabetes Care 27(5), 1047-1053 (2004).
2. J. E. Shaw, R. A. Sicree, and P. Z. Zimmet, "Global estimates of the prevalence of diabetes for 2010 and 2030," Diabetes Res. Clin. Practice 87(1), 4-14 (2010).
3. G. E. Reiber, "The epidemiology of diabetic foot problems," Diabetic Med. 13(S1), 6-11 (1996).
4. A. J. M. Boulton, D. G. Armstrong, S. F. Albert, R. G. Frykberg, R. Hellman, M. S. Kirkman, L. A. Lavery, J. W. LeMaster, J. L. Mills Sr., M. J. Mueller, P. Sheehan, and D. K. Wukich, "Comprehensive foot examination and risk assessment," Diabetes Care 31(5), 1679-1685 (2008).
5. R. E. Pecoraro, G. E. Reiber, and E. M. Burgess, "Pathways to diabetic limb amputation. Basis for prevention," Diabetes Care 13(5), 513-521 (1990).
6. R. G. Frykberg, T. Zgonis, D. G. Armstrong, V. R. Driver, J. M. Giurini, S. R. Kravitz, A. S. Landsman, L. A. Lavery, J. C. Moore, J. M. Schuberth, D. K. Wukich, C. Andersen, and J. V. Vanore, "Diabetic foot disorders: a clinical practice guideline (2006 revision)," J. Foot Ankle Surg. 45(5S), 1-66 (2006).
7. C. Harrington, M. J. Zagari, J. Corea, and J. Klitenic, "A cost analysis of diabetic lower-extremity ulcers," Diabetes Care 23(9), 1333-1338 (2000).
8. S. D. Ramsey, K. Newton, D. Blough, D. K. McCulloch, N. Sandhu, G. E. Reiber, and E. H. Wagner, "Incidence, outcomes, and cost of foot ulcers in patients with diabetes," Diabetes Care 22(3), 382-387 (1999).
9. L. A. Lavery, D. G. Armstrong, S. A. Vela, T. L. Quebedeaux, and J. G. Fleischli, "Practical criteria for screening patients at high risk for diabetic foot ulceration," Arch. Intern. Med. 158(2), 157-162 (1998).
10. H. M. Rathur and A. J. M. Boulton, "The diabetic foot," Clin. Dermatol. 25(1), 109-120 (2007).
11. L. Belbridge, G. Ctercteko, C. Fowler, T. S. Reeve, and L. P. Le Quesne, "The aetiology of diabetic neuropathic ulceration of the foot," Br. J. Surg. 72(1), 1-6 (1985).
12. P. J. Palumbo and L. J. Melton, "Peripheral vascular disease and diabetes," in Diabetes in America, 2nd Ed., Chap. 17, U.S. Government Printing Office, Washington, DC (1985), pp. 1-21 (NIH publication no. 85-1468).
13. K. J. Zuzak, M. D. Schaeberle, E. N. Lewis, and I. W. Levin, "Visible reflectance hyperspectral imaging: characterization of a noninvasive, in-vivo system for determining tissue perfusion," Anal. Chem. 74(9), 2021-2028 (2002).
14. L. Kocsis, P. Herman, and A. Eke, "The modified Beer-Lambert law revisited," Phys. Med. Biol. 51(5), 91-98 (2006).
15. V. V. Tuchin, S. R. Utz, and I. V. Yaroslavsky, "Tissue optics, light distribution, and spectroscopy," Opt. Eng. 33, 3178-3188 (1994).
16. J. C. Finlay and T. H. Foster, "Hemoglobin oxygen saturations in phantoms and in vivo from measurements of steady-state diffuse reflectance at a single, short source-detector separation," Med. Phys. 31(7), 1949-1959 (2004).
17. P. J. Dwyer and C. A. DiMarzio, "Hyperspectral imaging for dermal hemoglobin spectroscopy," Proc. SPIE 3752, 72-82 (July 1999).
18. A. Nouvong, B. Hoogwerf, E. Mohler, B. Davis, A. Tajaddini, and E. Medenilla, "Evaluation of diabetic foot ulcer healing with hyperspec-tral imaging of oxyhemoglobin and deoxyhemoglobin," Diabetes Care 32(11), 2056-2061 (2009).
19. L. Khaodhiar, T. Dinh, K.T. Schomacker, S.V. Panasyuk, J.E. Freeman, R. Lew, T. Vo, A. A. Panasyuk, C. Lima, J. M. Giurini, T. E. Lyons, and A. Veves, "The use of medical hyperspectral technology to evaluate microcirculatory changes in diabetic foot ulcers and to predict clinical outcomes," Diabetes Care 30(4), 903-910 (2007).
20. R. Gillies, J. E. Freeman, L. C. Cancio, D. Brand, M. Hopmeier, and J. R. Mansfield, "Systemic effects of shock and resuscitation monitored by visible hyperspectral imaging," Diabetes Technol. Therapeut. 5(5), 847-855 (2003).
21. A. Sassaroli and S. Fantini, "Comment on the modified Beer-Lambert law for scattering media," Phys. Med. Biol. 49, 255-257 (2004).
22. V. V. Tuchin, Tissue Optics: Light Scattering Methods and Instruments for Medical Diagnosis, SPIE Bellingham, WA (2007).
23. M. J. C. Van Gemert, S. L. Jacques, H. Sterenborg, and W. M. Star, "Skin optics," IEEE Trans. Biomed. Eng. 36(12), 1146-1154 (1989).
24. R. R. Anderson and J. A. Parrish, "The optics of human skin," J. Invest. Dermatol. 77(1), 13-19 (1981).
25. V. Twersky, "Absorption and multiple scattering by biological suspensions," J. Opt. Soc. Am. 60(8), 1084-1093 (1970).
26. V. V. Tuchin, Tissue Optics: Light Scattering Methods and Instruments for Medical Diagnosis, SPIE Press, Bellingham, WA (2007).
27. S. Wray, M. Cope, D. T. Delpy, J. S. Wyatt, and E. O. Reynolds, "Characterization of the near infrared absorption spectra of cytochrome aa3 and haemoglobin for the non-invasive monitoring of cerebral oxygenation," Biochim. Biophys. Acta Bioenerget. 933(1), 184-192 (1988).
28. A. P. Harris, M. J. Sendak, R. T. Donham, M. Thomas, and D. Duncan, "Absorption characteristics of human fetal hemoglobin at wavelengths used in pulse oximetry," J. Clin. Monitor. Comput. 4(3), 175-177 (1987).
29. S Takatani and D. Graham, M., "Theoretical analysis of diffuse reflectance from a two-layer tissue model," IEEE Trans. Biomed. Eng. 26(12), 656-664 (1979).
30. D. W. Marquardt, "An algorithm for least-squares estimation of nonlinear parameters," J. Soc. Ind. Appl. Math. 11(2), 431-441 (1963).
31. G. Zonios, J. Bykowski, and N. Kollias, "Skin melanin, hemoglobin, and light scattering properties can be quantitatively assessed In vivo using diffuse reflectance spectroscopy," J. Invest. Dermatol. 117(6), 1452-1457 (2001).
32. A. A. Gowen, C. P. O'Donnell, P. J. Cullen, G. Downey, and J. M. Frias, "Hyperspectral imaging - an emerging process analytical tool for food quality and safety control," Trends Food Sci. Technol. 18(12), 590-598 (2007).
33. G. N. Stamatas, C. J. Balas, and N. Kollias, "Hyperspectral image acquisition and analysis of skin," Proc. SPIE 4959, 77-82 (2003).
34. D. Yudovsky and L. Pilon, "Rapid and accurate estimation of blood Saturation, melanin content, and epidermis thickness from spectral diffuse reflectance," App. Opt. 49(10), 1707-1719 (2010).
35. D. Yudovsky and L. Pilon, "Approximate expression for diffuse reflectance of semi-infinite and two-layer absorbing and scattering media," Appl. Opt. 48(35), 6670-6683 (2009).
36. M. W. Ferguson, S. E. Herrick, M. J. Spencer, J. E. Shaw, A. J. Boulton, and P. Sloan, "The histology of diabetic foot ulcers," Diabetic Med. 13, 30-33 (1996).
37. J. S. Vande Berg and R. Rudolph, "Pressure (decubitus) ulcer: variation in histopathology - a light and electron microscope study," Human Pathol. 26(2), 195-200 (1995).
38. J. A. Witkowski and L. C. Parish, "Histopathology of the decubitus ulcer," J. Am. Acad. Dermatol. 6(6), 1014-1021 (1982).
39. J. Apelqvist, K. Bakker, W. H. van Houtum, M. H. Nabuurs-Franssen, and N. C. Schaper, "International consensus and practical guidelines on the management and the prevention of the diabetic foot," Dia-betes/Metab. Res. Rev. 16(1), 84-92 (2000).