This description relates to optical diagnosis and/or monitoring of biological tissues and, in particular, to techniques and optical sensors for monitoring temperature-induced changes in biological tissues.
Therapeutic and surgical applications of electromagnetic and sound waves (e.g., in the removal of cancer lesions, in lithotripsy, in port-wine stains removal, in photobiomodulation therapy, etc.) often cause an increase in temperature of the biological tissue with which the waves interact, and this increase in temperature may alter the properties of the target tissue and/or damage adjacent organs. Such changes have been reported in several tissues, including adipose, brain, skin, prostate, and liver. Thus, there is a great need to examine the monitor the effect of the thermal treatments on tissue temperature to ensure safe and effective delivery of light-based therapy, and consequently, temperature feedback is required for accurate dosimetry of thermal treatments. Currently, there is no technology that enables in vivo, non-invasive, and rapid temperature feedback.
However, measuring tissue temperature during therapeutic procedures is a challenging task. Some existing methods of temperature monitoring utilize thermocouples or fiber optic sensors, but both thermocouples and fiber optic sensors are invasive, as they require probes to be placed within the target tissue. Moreover, thermocouples tend to overestimate tissue temperature, and fiber optic sensors are susceptible to motion artifacts. Other existing methods of temperature monitoring utilize infrared sensors configured to measure a spectrum of infrared light emitted from a sample, which then is modelled as blackbody emitter, so that a temperature of the sample can be calculated based on the emitted infrared light. However, temperature measurement based on modelling a sample as a blackbody emitter can involve time-consuming calibration measurements of the ambient environment of the sample and/or the sensor and time-consuming calculations that fit measured quantities to a model of the sample, and such devices can be prone to inaccurate measurements due to inconsistent use or maintenance of the devices.
Therefore, the development of fast, non-invasive optical methods for assessing temperature remains an active area of clinical research.
In some aspects, the techniques described herein relate to a system including: a light source configured to providing a beam of light to a sample of biological tissue, the light source including wavelengths over a range of at least 50 nm; a spectrometer configured for measuring a spectrum of an amount of light reflected from the biological tissue in response to the beam of light provided to the tissue; and a controller configured for directly correlating a temperature of the biological tissue with the spectrum of the light reflected from the biological tissue to determine a temperature of the biological tissue.
In some aspects, the techniques described herein relate to a system, wherein correlating the temperature of the biological tissue with the spectrum of the light reflected from the biological tissue includes correlating a wavelength of a water absorption peak in the measured spectrum with the temperature of the tissue.
In some aspects, the techniques described herein relate to a system, wherein correlating the temperature of the biological tissue with the spectrum of the light reflected from the biological tissue includes correlating a slope of the spectrum with the temperature of the biological tissue.
In some aspects, the techniques described herein relate to a system, further including an optical fiber configured for providing the beam of light to the biological tissue.
In some aspects, the techniques described herein relate to a system, further including an optical fiber configured for providing the light reflected from the biological sample to the spectrometer.
In some aspects, the techniques described herein relate to a system, further including: an illuminating optical fiber configured for providing the beam of light to the biological tissue, the illuminating optical fiber including a first end located proximate to the biological tissue from which the beam of light is provided to the biological sample; and a plurality of detection optical fibers, each detection optical fiber having a second end configured for collecting the light reflected from the biological sample and for providing the collected light to the spectrometer.
In some aspects, the techniques described herein relate to a system, wherein each of the second ends is located at a different distance from the first end from which the beam of light is provided to the biological sample.
In some aspects, the techniques described herein relate to a system or claim 6, further including: a heating optical fiber configured for providing radiation to the biological sample to heat the biological sample, wherein each of the illuminating optical fiber, the plurality of detection optical fibers, and the heating optical fiber are contained withing a common fiber bundle.
In some aspects, the techniques described herein relate to a system, further including: an plurality of illuminating optical fibers configured for providing the beam of light to the biological tissue, each of the illuminating optical fiber including a first end located proximate to the biological tissue from which the beam of light is provided to the biological sample; and a detection optical fiber having a second end configured for collecting the light reflected from the biological sample and for providing the collected light to the spectrometer.
In some aspects, the techniques described herein relate to a system, wherein each of the first ends is located at a different distance from the second end from which the beam of light is provided to the biological sample.
In some aspects, the techniques described herein relate to a system further including: a heating optical fiber configured for providing radiation to the biological sample to heat the biological sample, wherein each of the plurality of illuminating optical fibers, the detection optical fiber, and the heating optical fiber are contained withing a common fiber bundle.
In some aspects, the techniques described herein relate to a system, wherein the spectrometer is configured for measuring the spectrum of the amount of light reflected from the biological tissue in response to the beam of light provided to the tissue as the biological tissue is heated; and wherein the controller is configured for directly correlating a temperature of the biological tissue with a change of spectrum of the light reflected from the biological tissue as the biological tissue is heated to determine a temperature of the biological tissue.
In some aspects, the techniques described herein relate to a system, wherein the change in the spectrum includes a change in a wavelength of a water absorption peak in the measured spectrum as the biological tissue is heated.
In some aspects, the techniques described herein relate to a system, wherein the change in the spectrum includes a change in the slope of the spectrum with the temperature of the biological tissue as the biological tissue is heated.
In implementations of the techniques described herein, a temperature of biological tissue exposed to light can be correlated with measurements of the light that interacts with the tissue, such that the optical measurements can be used to measure a temperature of the tissue. In particular, a spectrum of broadband light reflected from the biological tissue can be directly correlated with a temperature of the tissue, without calculating any optical properties (e.g., an absorption coefficient, a scattering coefficient, an anisotropy factor, etc.) of the tissue from the spectrum.
The devices and techniques described herein can be used to facilitate accurate, non-invasive measurements of a temperature of biological tissue, for example, when the biological tissue is undergoing thermal treatment that transfers heat to the tissue and causes the temperature of the tissue to rise. Such accurate, non-invasive measurements of a temperature of biological tissue can facilitate accurate and safe removal of cancer lesions via a thermal treatment of the cancerous tissue and can enable accurate dosimetry of other thermal and photothermal treatments, such as, for example, lithotripsy, port-wine stains removal, and photobiomodulation therapy.
The inventor performed experiments in which light was provided to biological tissue (tissue from the ear or a living mouse and ex vivo human skin tissue) and the diffuse reflectance spectrum from the tissue was measured for different temperatures of the biological tissue. In some experiments, the total transmittance spectrum and the diffuse transmittance spectrum though the biological tissue also was measured. From the measurements, correlations between the raw measured spectra and the temperature of the biological tissue and between optical properties of the biological tissue calculated from the raw measured spectra and the temperature of the biological tissue were determined. Based on the observed correlations between the raw measured spectra and the temperature of the biological tissue, a system is proposed that determines a temperature of biological tissue based directly on a measured optical reflectance spectrum obtained from the tissue.
In some experiments, the diffuse reflectance, the total transmittance, and the diffuse transmittance from living mouse ears were measured over a spectral range 400 nm to 1650 nm using the systems of
Temperature-induced morphological changes of the sample 108 were monitored using a reflectance confocal microscope 122. The microscope 122 provided lateral and axial resolution of 1.5 μm and 5 μm, respectively, and the imaging depth was approximately 100 μm with a field of view of 800×600 μm2. Confocal images and videos were acquired as the mouse ear tissue was heated from 25° C., to 60° C.
Two image frames of mouse ear skin sample acquired with a field of view of 750 μm×560 μm at 25° C. and 60° C. are shown in
From the measured transmittance and reflectance spectra, optical properties of the sample (e.g., absorption, scattering, and anisotropy factors) were calculated using an inverse Monte Carlo technique. The Monte Carlo technique accounted for the exact geometrical and optical parameters of the experimental arrangement, the multi-layer structure of the object under investigation (i.e., the biological tissue sample and transparent slides and other media used to support the sample) and losses of light at the edges of the mouse ear tissue sample. The MC technique was incorporated as a forward procedure into a quasi-Newton inverse algorithm. The inverse algorithm employed a Broyden update formula to reduce the number of the forward model calls and the “trust region” approach to achieve proximity of the solution even when the initial approximation was poor. The inverse technique allowed determination of absorption coefficients, scattering coefficients, and anisotropy factors from the measurements of total transmittance, collimated transmittance, and diffuse reflectance, while parameters of the phase function were pre-set. The anisotropy factors were determined under the assumption of the Henyey-Greenstein scattering phase function. The MC technique is computationally intense and time consuming.
The calculated optical properties of the mouse ear specimen obtained at different temperatures and at different wavelengths are presented in
Calculated scattering coefficients (μs), anisotropy factors (g), and reduced scattering coefficients (μs′), at all the temperatures investigated are shown in
The optical data were evaluated statistically to obtain least squares estimates of mean gradient (slopes of scattering and reduced scattering coefficients) or shifts of absorption maxima, along with corresponding standard errors, for each temperature group. A mixed effects model was used to assess differences between gradients and extremum shifts observed at 25° C./60° C. and 36° C./60° C. with P≤0.05 considered significant.
The experimental results indicated significant differences between the optical properties of skin at different temperatures. Absorption and scattering coefficients increased, whereas anisotropy factors decreased, with increasing temperature. Changes in absorption coefficients indicate deoxygenation of hemoglobin, and a blue shift of water absorption bands. Confocal imaging confirmed that the experimental observations can be explained by temperature-induced protein denaturation and blood coagulation in the skin tissue.
Comparison of the differences between the calculated optical properties of skin at different temperatures obtained by reflectance confocal microscopy with the physical changes to the tissue sample due to the increased temperature of the sample demonstrates that the major differences in absorption are caused by deoxygenation of blood and heating of water, while the major differences in scattering are caused by blood and collagen coagulation.
The inventor also performed experiments in which light was provided to ex vivo freshly excised human skin tissue reflected light was collected through an end of an optical fiber and provide by the fiber to a spectrometer that reflectance spectrum from the tissue for different temperatures of the tissue. From the measurements, correlations between the raw measured spectra and the temperature of the biological tissue was determined. Based on the observed correlations between the raw measured spectra and the temperature of the biological tissue, the inventors determined that raw reflectance spectrum measured can be used as a reliable metric for determining a temperature of biological tissue, where the determined is based directly on a measured optical reflectance spectrum obtained from the tissue is not based on correlations with any calculated optical properties of the sample.
The spectrum of the collected light can be analyzed to determine a temperature of the biological tissue based on the wavelength of the water absorption peaks in the spectrum (e.g., manifested as dips in the measured reflected values near 980 nm, 1180 nm, and 1450 nm) and/or based on a slope of the reflectance versus wavelength curve (e.g., in a range of wavelengths between 900 nm and 1100 nm).
The system 500 can include a controller 514 that can include a processor and a memory storing instructions that are executable by the processor to perform the techniques described herein. For example, the memory of the controller 514 can include one or more look-up tables for the temperature-dependent reflectance spectra that correlate measured optical properties of the spectra with temperatures of the biological tissue.
In some implementations, the light 504 from the light source 502 can be provided to the sample 506 through the optical fiber 510 and lens 508 or through another optical fiber adjacent to the fiber 510 used to receive and pass the collected light to the spectrometer 512. In some implementations, the lens 508 and the optical fiber 510 can be integrated with a tool that is used to provide a light-, sound-, and/or heat-based therapy to the biological tissue, so that the temperature of the biological tissue can be continuously while the therapy is provided to the sample.
It can be seen from the spectra plotted in each of
The spectral data obtained at the different wavelengths and different temperatures were fitted to determine the values of the absorption peaks near 980 nm, 1180 nm, and 1450 nm at the different temperatures, and these values are presented below in Table 1 for healthy human skin and in Table 2 for cancerous human skin.
Based on experiments performed by the inventors, it has been determined that reflectance measurements on normal human skin tissue in the vicinity of the 1450 nm water absorption peak exhibited a blue shift of 5±1 nm as the temperature increased from 25° C. to 36° C., and 11±1 nm as the tissue temperature increased from 25° C., to 60° C. and that reflectance measurements on cancerous skin tissue in the vicinity of the 1450 nm water absorption peak exhibited a blue shift of 4±1 nm as the temperature increased from 25° C. to 36° C., and 7±1 nm as the tissue temperature increased from 25° C., to 60° C. In addition, it is expected that, similar to the reflectance spectra collected from mouse ears, the absolute value of the slope of the reflectance spectra between 800 nm and 1100 nm and between 900 nm and 1100 nm collected from human tissue at 60° C. will be greater than the absolute value of the slope of the reflectance spectra between 800 nm and 1100 nm and between 900 nm and 1100 nm collected from human tissue at 25° C. or 36° C.
As both the blue shift of the water absorption band in the vicinity of 1450 nm and the increase in the absolute value of the slope of the reflectance spectrum in the 900 nm-1100 nm range can be detected by examination of the measured diffuse reflectance spectra in the 900 nm-1700 nm wavelength range, a sensor (e.g., an optical fiber-optic sensor) can be used to monitor the diffuse reflectance spectra from biological tissue for real-time assessment of temperature during thermal treatments.
Thus, by acquiring and analyzing diffuse reflectance spectra in the range between 900 nm and 1700 nm, and by detecting the change of the slope of the reflectance curve in the range between 900 nm and 1100 nm and measuring the blue shift of the water absorption band around 1450 nm and other absorption peaks, we can reliably monitor the temperature of biological tissue between 25 and 60° C.
In particular, a blue shift of spectral peak due to water absorption of the light, and an increase in the absolute value of the slope of a curve of the scattering of the light as a function of wavelength in the 900 nm-1100 nm range, can be detected directly from the measured reflectance values and can be correlated with a change of temperature of the tissue from which the reflected light is received.
In some implementations, a change of spectrum of the light reflected from the biological tissue as the biological tissue is heated to determine a temperature of the biological tissue can be correlated with a temperature change of the biological tissue. For example, as explained above, the 1450 nm water absorption peak for cancerous human skin tissue exhibited a blue shift of 4±1 nm as the temperature increased from 25° C., to 36° C., and 7±1 nm as the tissue temperature increased from 25° C., to 60° C. Therefore, the wavelength of this peak can be monitored as heat is applied to the tissue, and the change of the wavelength as the tissue is heated can be used as an indication of a temperature change of the tissue in response to the applied heat. In other words, rather than, or in addition to, monitoring the absolute value of the peak wavelength as an indicator of a temperature of the tissue, the change of the wavelength as the sample is heated can be used as an indicator of the change in the temperature of the tissue from an initial temperature value.
Although techniques for determining a temperature of a biological tissue sample based on reflectance spectra around the wavelengths of 980 nm, 1200 nm, and 1450 nm have been described above, other spectra also can be used. For example, water absorption peaks near 1960 nm and/or 2940 nm also can be used.
In addition, it has been demonstrated that absorption peaks in the reflectance spectra of cancerous human skin tissue in the vicinity of 980 nm and in the vicinity of 1190 nm are blue shifted compared to the absorption peaks in the reflectance spectra of normal human skin tissue. For example, the blue shift of these peaks for cancerous tissue compared to normal tissue at 36° C. is about 3-4 nm. In some implementations, this relative blue shift can be exploited to classify tissue as cancerous or normal. For example, a probe can be scanned over the tissue as reflectance spectra are measured at different locations of the tissue values of the wavelengths at which peak absorption occurs for the peaks near 980 nm and 1190 nm can be determined for the different locations. Then, the relative blue shifts of the values for different locations relative to other locations can of the used to classify different locations in the tissue as healthy or cancerous. Thus, this differential technique of classifying tissue based on a relative blue shift need not rely explicitly on accurately determining the absolute values of the peak wavelengths, but rather can rely on observations of a blue shift of the reflected spectra from cancerous regions, which can relax the requirement for calibration of the system.
The first end 710 and the second end 712 can be located a distance r1 apart from each other in a direction parallel to a surface of the sample 710. Based on the distance r1, the reflected light that is collected by the signal collection optical fiber 708 is reflected from portions of the sample located at an average depth d1 below the surface of the sample, where the average depth is proportional to the distance r1 between the ends 710, 712.
The heating optical fiber(s) 802 is/are configured to deliver electromagnetic radiation to heat a sample. The light source optical fiber(s) 804 and the signal collection optical fiber(s) 806 can be used together to monitor a temperature of the sample as heat is delivered to the sample by the heating optical fiber 802. For example, broad spectrum of light (e.g., 800 nm to 1700 nm) can be delivered to the sample though a light source optical fiber 804, and the broad spectrum of light from the fiber 804 is reflected from the sample 704, and the reflected light is collected by a signal collection optical fiber 806. The source optical fiber 804 through which the broad spectrum light is delivered and the signal collection optical fiber 806 that collects the reflected light can be selected based on the lateral distance in a direction parallel to a surface of the sample between a first end of the source optical fiber 804 through which the broad spectrum light is delivered and a second end of the signal collection optical fiber 806 that collects the reflected light, where the fibers are selected to determine an average depth within the sample from which the reflected light is collected.
In some implementations, the therapeutic radiation can be provided in pulses, and relatively long pulses, and/or relatively more pulses, can be delivered to the sample 918, while relatively short pulses, and/or relatively fewer pulses, can be delivered to the reference measurement detector 908. The system 900 can include an attenuator 912 placed in front of the reference measurement detector 908 to reduce the intensity of radiation received at reference measurement detector 908 to prevent damage to the reference.
One or more collection optical fibers 904 can collect treatment radiation reflected from the sample 918 and provide the collected reflected radiation to a detector 902. An attenuator 916 can placed in the path between the sample 918 and the detector 902 to prevent damage to the detector 902 and/or to optical elements in the path, including the optical fiber(s) 904. Reference signal measured at the reference measurement detector 908 and radiation reflected from the sample 918 and measured at the detector 902 can be measured approximately simultaneously (e.g., within 100 milliseconds), so that the amount of reflected radiation detected at detector 902 can be calibrated against the amount of radiation measured at the reference measurement detector 908 and used to determine a percentage of treatment radiation reflected from the sample 918 during therapeutic treatment. For example, a controller can determine a proportion, or percentage, of collected radiation in relation to the amount of radiation provided to the sample. As described above, because the percentage of radiation that is reflected from the sample depends on the temperature of the sample, at least when the wavelength of radiation is close to a water absorption peak, the measurement of the percentage of reflected radiation can be used to determine a temperature of the sample. This technique determining a temperature of the sample based on an amount of reflected radiation can be used, even for narrow bandwidth illumination of the sample, as may be the case when treating the sample with radiation from a high power laser.
While certain features of the described implementations have been illustrated as described herein, many modifications, substitutions, changes and equivalents will now occur to those skilled in the art. It is, therefore, to be understood all such modifications and changes as fall within the true spirit of the various implementations.
This application claims priority to U.S. Provisional Application No. 63/260,503, titled “OPTICAL SENSOR FOR MONITORING TEMPERATURE-INDUCED CHANGES IN BIOLOGICAL TISSUES,” and filed on Aug. 23, 2021, the disclosure of which is incorporated herein in its entirety.
Filing Document | Filing Date | Country | Kind |
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PCT/US2022/075340 | 8/23/2022 | WO |
Number | Date | Country | |
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63260503 | Aug 2021 | US |