
![]() | Konstantin Yushkov, Leading Researcher |
Hyperspectral analysis consists in obtaining and an array of images of the object under study at different wavelengths and the subsequent study of the spectral features of various image fragments. The fundamentals of hyperspectral analysis technology, also called spectrozonal imaging, were developed for solving problems in astrophysics, space research, and remote sensing of the Earth. In recent years, these methods have been introduced in biomedical research, in particular in the diagnosis of cancer. The amount of information about an object obtained by hyperspectral analysis significantly exceeds color images: the spectral resolution of modern hyperspectral systems is several hundred lines in the visible spectrum, while a color (RGB) camera highlights only three broad spectral ranges (red, green and blue). One of the physical instruments that allow the imaging spectrometer to be implemented is tunable acousto-optic filters.

Visual inspection is carried out through the eyepiece or using a standard color camera.
The studied samples are preparations of cytological smears and histological sections of human tumors on a high-precision motorized microscope XY-table
Standard microscopic examination method is sample white light transmission (halogen lamp, standard microscope condenser)The object image observed in this case contains information about the spectral transmission curves of the sample, which, however, is lost when registering with a conventional CCD camera. In addition, when observing an object in white light, only amplitude modulation can be seen, that is, the difference between more and less transparent image fragments. Phase modulation due to variations in the thickness of the sample or its refractive index can be visualized only in coherent light and with the help of special spatial filtration systems. One of the classes of such systems is acousto-optic image filters, the indisputable advantage of which is adaptability, that is, the ability to change the characteristics during the experiment, depending on the task.
The red laser radiation is directed to the collimator, which allows for single-mode fiber to transmit light to the object
The laser illuminator of the preparation consists of a free end of the optical fiber and a lens with a focal length of 100 mm. After the lens, an almost flat front of the light wave is formed, which allows to investigate the phase structure of objects
An enlarged image of the object is formed in the side port of the microscope, which is subjected to further processing and an acousto-optic filter.
An auxiliary optical system of mirrors, aperture and polarizer forms an image at the input of an acousto-optic filter
Acousto-optic filter, diffracted image transfer system and highly sensitive cooled CCD camera process and detect hyperspectral imagesAcousto-optic filter is a key element of this system and allows image processing in two fundamentally different modes:
• under white light hyperspectral analysis is performed, that is, sequential selection of different wavelengths from the spectrum of radiation transmitted by an object and registration of an array of spectral images (the so-called “hyperspectral cube”);
• with laser illumination, adaptive spatial filtering of images is performed, which allows for analog processing such as contouring (underlining intensity gradients) and phase visualization (that is, observing object optical density variations that are not recorded when illuminated with white light).
To increase the sensitivity, low-noise black-and-white cooled CCD cameras are used as detectors, and the wavelength of the saved image, that is, its color, is determined by the acousto-optical filter setting. When post-processing from a hyperspectral array of images, a color image can be restored or a false color color scheme can be used to enhance the visual contrast of the details.
The parameters of an acousto-optic filter are controlled using a digital high-frequency generator
Fragment of stained histological section of human follicular adenoma. Lens magnification 40x. Left: color image; in the center: hyperspectral image obtained using an acousto-optic system; right: contour image obtained using an acousto-optic system with laser illumination.
Fluorescent studies of tumor tissue samples are carried out using a laser system of epifluorescent illumination. There are two lasers on the optical table: a green Nd: YAG laser with frequency doubling by a wavelength of 532 nm and a blue Ar laser at a wavelength of 488 nm.
Laser radiation through a collimator is inserted into a polarization-preserving single-mode optical fiber (left), which is connected to the back port of the microscope via a special adapter (right)
In the microscope, special beam-splitting cubes with high-contrast light filters (dichroic mirror + stopband) are used to direct the laser radiation to the object and filter the fluorescence signal.
Laser illumination hits the object - a glass slide with a tissue preparation applied on it - through the same lens that builds the image on the detector
The objects of research are both stained and unstained histological sections of remote tumors of the human thyroid gland.
Various cases are investigated: benign, malignant, and tumors of undetermined malignant potential. Comparison with reference samples of normal tissue is also performed.Comparison of images obtained by various methods: a normal color image, hyperspectral black and white images, a fluorescent image - allows you to study in detail the characteristics of various tissues and get additional information about their structure. The study of fluorescence spectra allows us to observe some features of the tissues that are not detected with conventional light microscopy.
The combination of two different physical methods of image processing in one optical scheme: hyperspectral analysis and spatial filtration is the main advantage of the system developed in NITU "MISiS" for the study of histological sections of tumor tissues. This equipment opens up new possibilities for visualization of intracellular structures and the development of new diagnostic criteria in oncology. In the future, the system will allow to implement additional imaging modes of the object and integrate new modules, such as the femtosecond excitation system of multiphoton fluorescence.
Source: https://habr.com/ru/post/366313/
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