Skip to main content
Top
Published in: International Journal of Legal Medicine 6/2005

01-11-2005 | Original Article

A Monte Carlo-based model for steady-state diffuse reflectance spectrometry in human skin: estimation of carbon monoxide concentration in livor mortis

Authors: M. Bohnert, R. Walther, T. Roths, J. Honerkamp

Published in: International Journal of Legal Medicine | Issue 6/2005

Login to get access

Abstract

In terms of physics, the skin can be regarded as an optically turbid medium in which the light is mainly scattered by the collagen fibers, mitochondria and cell nuclei, whereas the absorption is determined by the content of reduced hemoglobin, oxyhemoglobin, bilirubin, and melanin. When the measuring geometry and the illumination spectrum are known, the optical characteristics of the skin can be approximately described by the diffusion and absorption coefficients. These values define the diffusion and absorption probability per unit distance traveled for each wavelength. Based on these parameters, a mathematical skin model was developed with the help of Monte Carlo simulations. By implementing the absorption coefficient of carbon monoxide hemoglobin (CO-Hb) into the skin model, the authors wanted to investigate whether this method is suitable to determine the CO-Hb concentration from spectral reflectance curves of livores. The investigations performed on 28 deaths from CO poisoning so far showed that this is generally possible. In almost all cases, the actual CO-Hb values could be estimated correctly by using the Monte Carlo simulations.
Literature
1.
go back to reference Anderson RR, Parrish JA (1981) The optics of human skin. J Invest Dermatol 77:13–19 Anderson RR, Parrish JA (1981) The optics of human skin. J Invest Dermatol 77:13–19
2.
go back to reference Aronson R, Corngold N (1999) Photon diffusion coefficient in an absorbing medium. J Opt Soc Am A 16:1066–1071 Aronson R, Corngold N (1999) Photon diffusion coefficient in an absorbing medium. J Opt Soc Am A 16:1066–1071
3.
go back to reference Ballowitz L, Avery ME (1970) Spectral reflectance of the skin. Biol Neonate 15:348–360 Ballowitz L, Avery ME (1970) Spectral reflectance of the skin. Biol Neonate 15:348–360
4.
go back to reference Blazek V, Wehr K (1976) Ein Verfahren zur eindeutigen optischen Klassifizierung von menschlicher Haut. Beitr Gerichtl Med 34:161–171 Blazek V, Wehr K (1976) Ein Verfahren zur eindeutigen optischen Klassifizierung von menschlicher Haut. Beitr Gerichtl Med 34:161–171
5.
go back to reference Blazek V (1977) Forensische Anwendungen der spektralen Remissionsanalyse menschlicher Haut mit einer beweglichen photometrischen Kugel. Z Rechtsmed 79:47–62 Blazek V (1977) Forensische Anwendungen der spektralen Remissionsanalyse menschlicher Haut mit einer beweglichen photometrischen Kugel. Z Rechtsmed 79:47–62
6.
go back to reference Blazek V (1979) Ein optoelektronisches Meßverfahren zur farbvalenzmetrischen Bewertung der menschlichen Haut. Thesis, RWTH, Aachen Blazek V (1979) Ein optoelektronisches Meßverfahren zur farbvalenzmetrischen Bewertung der menschlichen Haut. Thesis, RWTH, Aachen
7.
go back to reference Blazek V (1980) Deutung ausgewählter, forensisch relevanter Veränderungen der wellenlängenabhängigen Hautreflexion. Biomed Tech 25:417–419 Blazek V (1980) Deutung ausgewählter, forensisch relevanter Veränderungen der wellenlängenabhängigen Hautreflexion. Biomed Tech 25:417–419
8.
go back to reference Bock H, Seidl S, Hausmann R, Betz P (2004) Sudden death due to a haemoglobin variant. Int J Legal Med 118:95–97 Bock H, Seidl S, Hausmann R, Betz P (2004) Sudden death due to a haemoglobin variant. Int J Legal Med 118:95–97
9.
go back to reference Bohnert M, Weinmann W, Pollak S (1999) Spectrophotometric evaluation of postmortem lividity. Forensic Sci Int 99:149–158 Bohnert M, Weinmann W, Pollak S (1999) Spectrophotometric evaluation of postmortem lividity. Forensic Sci Int 99:149–158
10.
go back to reference Bohnert M, Baumgartner R, Pollak S (2000) Spectrophotometric evaluation of the colour of intra- and subcutaneous bruises. Int J Legal Med 113:343–348 Bohnert M, Baumgartner R, Pollak S (2000) Spectrophotometric evaluation of the colour of intra- and subcutaneous bruises. Int J Legal Med 113:343–348
11.
go back to reference Bohnert M (2001) Bedeutung und Einsatzmöglichkeiten optischer Verfahren in der Rechtsmedizin. Habilitationsschrift, University of Freiburg Bohnert M (2001) Bedeutung und Einsatzmöglichkeiten optischer Verfahren in der Rechtsmedizin. Habilitationsschrift, University of Freiburg
12.
go back to reference Bohnert M, Werner CR, Pollak S (2003) Problems associated with the diagnosis of vitality in burned bodies. Forensic Sci Int 135:197–205 Bohnert M, Werner CR, Pollak S (2003) Problems associated with the diagnosis of vitality in burned bodies. Forensic Sci Int 135:197–205
13.
go back to reference Bolin FP, Preuss LE, Taylor CR, Ference RJ (1989) Refractive index of some mammalian tissues using a fibre optic cladding method. Appl Opt 28:2297–2303 Bolin FP, Preuss LE, Taylor CR, Ference RJ (1989) Refractive index of some mammalian tissues using a fibre optic cladding method. Appl Opt 28:2297–2303
14.
go back to reference Caspary L, Thum J, Creutzig A, Lübbers DW, Alexander K (1995) Quantitative reflection spectrophotometry: spatial and temporal variation of Hb oxygenation in human skin. Int J Microcirc Clin Exp 15:131–136 Caspary L, Thum J, Creutzig A, Lübbers DW, Alexander K (1995) Quantitative reflection spectrophotometry: spatial and temporal variation of Hb oxygenation in human skin. Int J Microcirc Clin Exp 15:131–136
15.
go back to reference Deutsche Forschungsgemeinschaft (1988) Photometrische Bestimmung von Carboxy-Hämoglobin (CO-Hb) im Blut. VCH, Weinheim Deutsche Forschungsgemeinschaft (1988) Photometrische Bestimmung von Carboxy-Hämoglobin (CO-Hb) im Blut. VCH, Weinheim
16.
go back to reference Feather JW, Ellis DJ, Leslie G (1988) A portable reflectometer for the rapid quantification of cutaneous haemoglobin and melanin. Phys Med Biol 33:711–722 Feather JW, Ellis DJ, Leslie G (1988) A portable reflectometer for the rapid quantification of cutaneous haemoglobin and melanin. Phys Med Biol 33:711–722
17.
go back to reference Fischbacher C (1997) Untersuchungen und chemometrische Strategien zur nichtinvasiven Bestimmung der Blutglucose mittels Nahinfrarot-Reflexionsspektroskopie. Thesis, Friedrich-Schiller-Universität, Jena Fischbacher C (1997) Untersuchungen und chemometrische Strategien zur nichtinvasiven Bestimmung der Blutglucose mittels Nahinfrarot-Reflexionsspektroskopie. Thesis, Friedrich-Schiller-Universität, Jena
18.
go back to reference Frank KH, Kessler M, Appelbaum K, Dümmler W (1989) The Erlangen micro-lightguide spectrophotometer EMPHO I. Phys Med Biol 34:1883–1900 Frank KH, Kessler M, Appelbaum K, Dümmler W (1989) The Erlangen micro-lightguide spectrophotometer EMPHO I. Phys Med Biol 34:1883–1900
19.
go back to reference Hendricks JS, Booth TE (1985) MCNP variance reduction overview. Lect Notes Phys 240:83–92 Hendricks JS, Booth TE (1985) MCNP variance reduction overview. Lect Notes Phys 240:83–92
20.
go back to reference Honerkamp J, Weese J (1990) Tikhonov’s regularization method for ill-posed problems: a comparison of different methods. Contin Mech Thermodyn 2:17–30 Honerkamp J, Weese J (1990) Tikhonov’s regularization method for ill-posed problems: a comparison of different methods. Contin Mech Thermodyn 2:17–30
21.
go back to reference Inoue H, Suyama A, Matuoka T, Inoue T, Okada K, Irizawa Y (1994) Development of an instrument to measure postmortem lividity and its preliminary application to estimate the time since death. Forensic Sci Int 65:185–193 Inoue H, Suyama A, Matuoka T, Inoue T, Okada K, Irizawa Y (1994) Development of an instrument to measure postmortem lividity and its preliminary application to estimate the time since death. Forensic Sci Int 65:185–193
22.
go back to reference Ishimura A (1997) Light scattering in turbid media. IEEE Press, New York Ishimura A (1997) Light scattering in turbid media. IEEE Press, New York
23.
go back to reference Iwersen-Bergmann S, Schmoldt A (2000) Acute intoxication with aniline: detection of acetaminophen as aniline metabolite. Int J Legal Med 113:171–174 Iwersen-Bergmann S, Schmoldt A (2000) Acute intoxication with aniline: detection of acetaminophen as aniline metabolite. Int J Legal Med 113:171–174
24.
go back to reference Kaatsch HJ, Stadler M, Nietert M (1993) Photometric measurement of color changes in livor mortis as a function of pressure and time. Int J Legal Med 106:91–97 Kaatsch HJ, Stadler M, Nietert M (1993) Photometric measurement of color changes in livor mortis as a function of pressure and time. Int J Legal Med 106:91–97
25.
go back to reference Kaatsch HJ, Schmidtke W, Nietsch W (1994) Photometric measurement of pressure-induced blanching of livor mortis as an aid to estimating time of death. Int J Legal Med 106:91–97 Kaatsch HJ, Schmidtke W, Nietsch W (1994) Photometric measurement of pressure-induced blanching of livor mortis as an aid to estimating time of death. Int J Legal Med 106:91–97
26.
go back to reference Keijzer M, Jacques SL, Prahl SA, Welch AJ (1989) Light distributions in artery tissue: Monte Carlo simulations for finite-diameter laser beams. Lasers Surg Med 9:148–154 Keijzer M, Jacques SL, Prahl SA, Welch AJ (1989) Light distributions in artery tissue: Monte Carlo simulations for finite-diameter laser beams. Lasers Surg Med 9:148–154
27.
go back to reference Kienle A, Patterson MS (1996) Determination of the optical properties of turbid media from a single Monte Carlo simulation. Phys Med Biol 41:2221–2227 Kienle A, Patterson MS (1996) Determination of the optical properties of turbid media from a single Monte Carlo simulation. Phys Med Biol 41:2221–2227
28.
go back to reference Klein A, Schweitzer D, Schote I, Wolf C (1992) Spektrometrie zur Hämatomaltersbestimmung beim Lebenden. Beitr Gerichtl Med 50:235–240 Klein A, Schweitzer D, Schote I, Wolf C (1992) Spektrometrie zur Hämatomaltersbestimmung beim Lebenden. Beitr Gerichtl Med 50:235–240
29.
go back to reference Klein A, Rommeiß S, Fischbacher C, Jagemann K-U, Danzer K (1996) Estimating the age of hematomas in living subjects based on spectrometric measurements. In: Oehmichen M, Kirchner H (eds) The wound healing process: forensic pathological aspects. Schmidt-Römhild, Lübeck, pp 283–291 Klein A, Rommeiß S, Fischbacher C, Jagemann K-U, Danzer K (1996) Estimating the age of hematomas in living subjects based on spectrometric measurements. In: Oehmichen M, Kirchner H (eds) The wound healing process: forensic pathological aspects. Schmidt-Römhild, Lübeck, pp 283–291
30.
go back to reference Kuchenreuter S, Adler J, Schütz W, Eichelbrönner O, Georgieff M (1996) The Erlanger microlightguide photometer: a new concept for monitoring intracapillary oxygen supply of tissue—first results and a review of the physiological basis. J Clin Monit 12:211–224 Kuchenreuter S, Adler J, Schütz W, Eichelbrönner O, Georgieff M (1996) The Erlanger microlightguide photometer: a new concept for monitoring intracapillary oxygen supply of tissue—first results and a review of the physiological basis. J Clin Monit 12:211–224
31.
go back to reference Lins G (1968) Die Remissionsanalyse zur farblichen Charakterisierung der Leichenhaut. Beitr Gerichtl Med 24:162–166 Lins G (1968) Die Remissionsanalyse zur farblichen Charakterisierung der Leichenhaut. Beitr Gerichtl Med 24:162–166
32.
go back to reference Lins G (1973) Der Farbort der Totenflecken im Spektralfarbenzug. Beitr Gerichtl Med 31:203–212 Lins G (1973) Der Farbort der Totenflecken im Spektralfarbenzug. Beitr Gerichtl Med 31:203–212
33.
go back to reference Lins G, Kutschera J (1974) Die farbmetrische Bewertung der Grünfäule der Leichenhaut im Rahmen der programmierten Farbwertintegration. Z Rechtsmed 75:201–212 Lins G, Kutschera J (1974) Die farbmetrische Bewertung der Grünfäule der Leichenhaut im Rahmen der programmierten Farbwertintegration. Z Rechtsmed 75:201–212
34.
go back to reference Lins G (1975) Die farbanalytische Bewertung forensisch relevanter Hautveränderungen. Theoretische und praktische Grundlagen am Menschen. Habilitationsschrift, University of Frankfurt Lins G (1975) Die farbanalytische Bewertung forensisch relevanter Hautveränderungen. Theoretische und praktische Grundlagen am Menschen. Habilitationsschrift, University of Frankfurt
35.
go back to reference Lins G, Blazek V (1982) Die Anwendung der Remissionsanalyse zur direkten farbmetrischen Bestimmung des Blutfleckenalters. Z Rechtsmed 88:13–22 Lins G, Blazek V (1982) Die Anwendung der Remissionsanalyse zur direkten farbmetrischen Bestimmung des Blutfleckenalters. Z Rechtsmed 88:13–22
36.
go back to reference Mall G, Hubig M, Beier G, Eisenmenger W (1998) Energy loss due to radiation in postmortem cooling. Part A: quantitative estimation of radiation using the Stefan–Boltzmann law. Int J Legal Med 111:299–304 Mall G, Hubig M, Beier G, Eisenmenger W (1998) Energy loss due to radiation in postmortem cooling. Part A: quantitative estimation of radiation using the Stefan–Boltzmann law. Int J Legal Med 111:299–304
37.
go back to reference Mall G, Hubig M, Beier G, Büttner A, Eisenmenger W (1999) Energy loss due to radiation in postmortem cooling. Part B: energy balance with respect to radiation. Int J Legal Med 112:233–240 Mall G, Hubig M, Beier G, Büttner A, Eisenmenger W (1999) Energy loss due to radiation in postmortem cooling. Part B: energy balance with respect to radiation. Int J Legal Med 112:233–240
38.
go back to reference Mall G, Eckl M, Sinicina I, Peschel O, Hubig M (2004) Temperature-based death time estimation with only partially known environmental conditions. Int J Legal Med, published online Mall G, Eckl M, Sinicina I, Peschel O, Hubig M (2004) Temperature-based death time estimation with only partially known environmental conditions. Int J Legal Med, published online
39.
go back to reference Merschbrock U, Hoffmann J, Caspary L, Huber J, Schmickaly U, Lübbers DW (1994) Fast wavelength scanning reflectance spectrophotometer for noninvasive determination of hemoglobin oxygenation in human skin. Int J Microcirc 14:274–281 Merschbrock U, Hoffmann J, Caspary L, Huber J, Schmickaly U, Lübbers DW (1994) Fast wavelength scanning reflectance spectrophotometer for noninvasive determination of hemoglobin oxygenation in human skin. Int J Microcirc 14:274–281
41.
go back to reference Perelman LT, Backman V, Wallace M, Zonios G, Manoharan R, Nusrat A, Shields S, Seiler M, Lima C, Hamano T, Itzkan I, Dam JV, Crawford JM, Feld MS (1998) Observation of periodic fine structure in reflectance from biological tissue: a new technique for measuring nuclear size distribution. Phys Rev Lett 80:627–630 Perelman LT, Backman V, Wallace M, Zonios G, Manoharan R, Nusrat A, Shields S, Seiler M, Lima C, Hamano T, Itzkan I, Dam JV, Crawford JM, Feld MS (1998) Observation of periodic fine structure in reflectance from biological tissue: a new technique for measuring nuclear size distribution. Phys Rev Lett 80:627–630
42.
go back to reference Press WH, Teukolsky SA, Vetterling WT, Flanner BP (2002) Numerical recipes in C++. Cambridge University Press, New York Press WH, Teukolsky SA, Vetterling WT, Flanner BP (2002) Numerical recipes in C++. Cambridge University Press, New York
43.
go back to reference Rommeiß S, Ruppe S, Fischbacher C, Jagemann KU, Klein A (2000) Zerstörungsfreier Blutnachweis in blutverdächtigen Spuren mittels VIS-Spektrometrie. In: Rothschild MA (ed) Das neue Jahrtausend: Herausforderungen an die Rechtsmedizin. Schmidt-Römhild, Lübeck, pp 377–384 Rommeiß S, Ruppe S, Fischbacher C, Jagemann KU, Klein A (2000) Zerstörungsfreier Blutnachweis in blutverdächtigen Spuren mittels VIS-Spektrometrie. In: Rothschild MA (ed) Das neue Jahrtausend: Herausforderungen an die Rechtsmedizin. Schmidt-Römhild, Lübeck, pp 377–384
44.
go back to reference Schaefer AT (2000) Colour measurements of pallor mortis. Int J Legal Med 113:81–83 Schaefer AT (2000) Colour measurements of pallor mortis. Int J Legal Med 113:81–83
45.
go back to reference Schuller E, Pankratz H, Liebhardt E (1987) Farbortmessungen an Totenflecken. Beitr Gerichtl Med 45:169–173 Schuller E, Pankratz H, Liebhardt E (1987) Farbortmessungen an Totenflecken. Beitr Gerichtl Med 45:169–173
46.
go back to reference Schuller E, Pankratz H, Wohlrab S, Liebhardt E (1988) Die Bestimmung des Farbortes der Totenflecken in Beziehung zur Wegdrückbarkeit. In: Bauer G (ed) Gerichtsmedizin. Festschrift für W. Holczabek. Franz Deuticke, Wien, pp 295–302 Schuller E, Pankratz H, Wohlrab S, Liebhardt E (1988) Die Bestimmung des Farbortes der Totenflecken in Beziehung zur Wegdrückbarkeit. In: Bauer G (ed) Gerichtsmedizin. Festschrift für W. Holczabek. Franz Deuticke, Wien, pp 295–302
47.
go back to reference Schwerd W (1962) Der rote Blutfarbstoff und seine wichtigsten Derivate. Schmidt-Römhild, Lübeck Schwerd W (1962) Der rote Blutfarbstoff und seine wichtigsten Derivate. Schmidt-Römhild, Lübeck
48.
go back to reference Thornton JI (1997) Visual color comparison in forensic science. Forensic Sci Rev 9:37–56 Thornton JI (1997) Visual color comparison in forensic science. Forensic Sci Rev 9:37–56
49.
go back to reference Tikhonov AN, Arsenin VY (1977) Solutions of ill-posed problems. Wiley, New York Tikhonov AN, Arsenin VY (1977) Solutions of ill-posed problems. Wiley, New York
50.
go back to reference van de Hulst HC (1980) Multiple light scattering. Academic, New York van de Hulst HC (1980) Multiple light scattering. Academic, New York
51.
go back to reference Vanezis P (1991) Assessing hypostasis by colorimetry. Forensic Sci Int 52:1–3 Vanezis P (1991) Assessing hypostasis by colorimetry. Forensic Sci Int 52:1–3
52.
go back to reference Vanezis P, Trujillo O (1996) Evaluation of hypostasis using a colorimeter measuring system and its application to assessment of the post-mortem interval (time of death). Forensic Sci Int 78:19–28 Vanezis P, Trujillo O (1996) Evaluation of hypostasis using a colorimeter measuring system and its application to assessment of the post-mortem interval (time of death). Forensic Sci Int 78:19–28
53.
go back to reference Walther R, Roths T, Bohnert M, Honerkamp J (2004) Monte Carlo based model for steady-state diffuse reflectance spectroscopy. Proc SPIE 5261:70–81 Walther R, Roths T, Bohnert M, Honerkamp J (2004) Monte Carlo based model for steady-state diffuse reflectance spectroscopy. Proc SPIE 5261:70–81
54.
go back to reference Wang L, Jacques SL (1992) Monte Carlo modeling of light transport in multi-layered tissues in standard C. Anderson Cancer Center, University of Texas, Houston Wang L, Jacques SL (1992) Monte Carlo modeling of light transport in multi-layered tissues in standard C. Anderson Cancer Center, University of Texas, Houston
55.
go back to reference Zonios G, Perelman LT, Backman V, Manoharan R, Fitzmaurice M, Dam JV, Feld MS (1999) Diffuse reflectance spectroscopy of human adenomatous colon polyps in vivo. Appl Opt 38:6628–6637 Zonios G, Perelman LT, Backman V, Manoharan R, Fitzmaurice M, Dam JV, Feld MS (1999) Diffuse reflectance spectroscopy of human adenomatous colon polyps in vivo. Appl Opt 38:6628–6637
56.
go back to reference Zonios G, Bykowski J, Kollias N (2001) Skin melanin, hemoglobin, and light scattering properties can be quantitatively assessed in vivo using diffuse reflectance spectroscopy. J Invest Dermatol 117:1452–1457 Zonios G, Bykowski J, Kollias N (2001) Skin melanin, hemoglobin, and light scattering properties can be quantitatively assessed in vivo using diffuse reflectance spectroscopy. J Invest Dermatol 117:1452–1457
Metadata
Title
A Monte Carlo-based model for steady-state diffuse reflectance spectrometry in human skin: estimation of carbon monoxide concentration in livor mortis
Authors
M. Bohnert
R. Walther
T. Roths
J. Honerkamp
Publication date
01-11-2005
Publisher
Springer-Verlag
Published in
International Journal of Legal Medicine / Issue 6/2005
Print ISSN: 0937-9827
Electronic ISSN: 1437-1596
DOI
https://doi.org/10.1007/s00414-005-0541-0

Other articles of this Issue 6/2005

International Journal of Legal Medicine 6/2005 Go to the issue