Transcript et al.

SPECTROPHOTOMETRIC DIFFERENTIATION
OF HUMAN SKIN MELANOMA. I. DIFFUSE
REFLECTANCE OF LIGHT
V.G. PETRUCK1, A.P. IVANOV2,
S.M. KVATERNYUK1, V.V. BARUN2
1Vinnica
National Technical University, Vinnica,
Ukraine
2B.I. Stepanov Institute of Physics, Belarus
National Academy of Sciences, Minsk, Belarus
[email protected]
[email protected]
• Our goal is to investigate and to propose an objective, noninvasive optical tool for discriminating melanoma skin of a
person from intact (healthy) or benign nevus (nondangerous) skin. As a first step, this paper studies spectral
diffuse reflectance of skin tissues.
• ABSTRACT. Measurement results of spectral reflection
characteristics under multiple light scattering by healthy skin and by
skin regions with melanoma or nevus are given. Experimental setup
that operates on the base of the Taylor method is described. It is
shown that the diffuse reflectance R of melanoma skin is lower at all
the studied wavelengths from the range about 450 to 1000 nm as
compared with that of healthy and benign nevus skin. This conclusion
is confirmed by a large number of measurements of big groups of
different persons. The gathered data demonstrated an opportunity to
differ malignant and healthy or benign formations, while operating in
the visible to near IR range. Examples of such a differentiation at
several wavelengths are given.
Content
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1. Introduction
2. Experimental setup
3. The persons
4. Reflection characteristics
5. Discrimination of skin pigment formations
6. Conclusions
1. Introduction
The traditional means for non-invasive investigation of human skin
melanoma is visual dermatoscopy. One also applies digital devices
that enable a magnified tumor image to be get on a computer monitor.
However, even by using modern devices equipped by modern optics
and digital CCD cameras, the diagnostic methods of oncologic tumors
based on dermatoscopic index according to the ABCD rules are
generally subjective. Besides, the accuracy of the differentiation of
melanomas and nevuses is low and depends essentially on the
experience of oncologic physicians.
There are known various publications, where melanomas were studied
by optical means in the visible, near-IR, and IR [1 – 23]. This work is
devoted to complex investigation of spectral light reflection by
healthy skin and by pigment formations on skin, starting from
measurements themselves and their probabilistic treatment up to
assessing operational and diagnostic characteristics of a method for
differentiating melanoma.
2. Experimental setup (Vinnica)
The main components are monochromator 1 (wavelength = 450 –
1000 nm) and two integrating spheres 2 and 3. One of them (2) is
used as a standard and another (3) as a measuring sensor. The latter is
in close contact with biological object.
Experimental setup (Minsk)
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It uses a white light source (1), a single integrating sphere (3), and a spectrometer (5).
On the right panel, there are shown various accessories to measure optical
characteristics of biological objects and humoral media in vivo and in vitro.
3. The persons
We investigated spectra healthy tissues of 552 persons, who do not
have any pathology of skins, bones, or internal organs. There were
among them 237 men (43 %) and 315 women (57 %) of ages 15 to 45
years. The spectra were measure too for 31 patients with melanoma.
There were among them 9 men (29 %) and 22 women (71 %) of ages
21 to 89 years. The melanoma diagnosis in different histological
forms was confirmed for all the sick patients according to the
classification adopted by the World Health Organization. The
spectrophotometric studies of nevus were made for 20 patients with
suspicion of maligned nevus. Among the investigated persons of this
group, there were 8 men (40 %) and 12 women (60 %) of preadult
and mature ages. All the nevus carriers were operated, and the
diagnosis was confirmed by the histological studies.
3. REFLECTION CHARACTERISTICS
Fig. 3. Diffuse reflectance of healthy skin as a function of wavelength,
nm. Here are shown the median (point in a box), interquartile range
containing 50 % of sample observations between 25th and 75th
procentiles (box), maximal and minimal values (ends of vertical bars)
Melanoma skin
Fig. 4. The same as in Fig. 3, but for melanoma skin
Benign nevus skin
Fig. 5. The same as in Fig. 3, but for benign nevus skin
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0.06
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600
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1000 , í ì
Fig. 6. Mean values of spectral reflectance (solid lines, left ordinates)
and its variances (dashed, right ordinates) for healthy skin (1), benign
nevus (2), and melanoma (3)
4. DISCRIMINATION OF SKIN PIGMENT FORMATIONS AT VARIOUS
WAVELENGTHS (N – nevus, Int – healthy skin, M – melanoma)
570 nm
820 nm
600 nm
700 nm
830 nm
920 nm
Probability density (AU) of R values for intact skin (Int),
skin near pigment formation (CSM), skin with melanoma
(M) and benign nevus (N) at  = 880 nm
5. Assessing some tissue parameters
We used a procedure [24]. It fits experimental reflectance values
at several wavelengths to calculated ones. The procedure as
applied to mean reflectances (not to individual ones) enabled us
to observe a tendency of changes in blood volume fraction Cv and
in the product of melanin volume fraction by epidermis thickness
fd for healthy skin, skin with benign nevus and melanoma. The
solution to the inverse problem gave Cv = 0.01 – 0.02 and fd = 4
– 6 mm (healthy); 0.01 – 0.02 and 6 – 7 mm (nevus); 0.024 –
0.045 and 7 – 9 mm (melanoma). We could not retrieve the blood
oxygenation degree S owing to several reasons. They are (1) low
sensitivity of the reflectance to S, (2) the use of mean
reflectances, and (3) large dispersion of the measurements at
wavelength 600 nm. It follows for the data obtained that
melanoma is featured in noticeable increase of blood
concentration Cv and of absorptive epidermis thickness. The
parameters of healthy skin and skin with nevus are close to each
other.
CONCLUSION
Measurements of diffuse reflectance have showed that there are
several wavelengths in the visible and near IR, at which it is possible
to discriminate melanoma from healthy and benign nevus skin. At
these , R values for melanoma skin are lower that for other studied
pigment formations. This conclusion is confirmed by the experiments
to be statistically valid.
Unfortunately, there are a lot of tissue structural, biophysical and
optical parameters that really vary for skin pigment formations, such
as epidermis thickness, melanin concentration in epidermis, blood
volume faction, blood oxygenation degree, and others. This prevents
from strict theoretical simulations of skin diffuse reflectance.
However, it is our future objective to use known theoretical methods
for computing R spectra and comparing them with experimental
results. This will enable one to propose practical methods for noninvasive optical diagnostics of melanoma cancer at its early stages.
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([1 – 5] – diffuse reflectance, [3, 6 – 10] – spatially resolved spectroscopy, [10 – 14] –
multispectral images, [18 – 23] – dynamic thermal images)
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