WO2007100648A2 - Depth-resolved reflectance instrument and method for its use - Google Patents
Depth-resolved reflectance instrument and method for its use Download PDFInfo
- Publication number
- WO2007100648A2 WO2007100648A2 PCT/US2007/004705 US2007004705W WO2007100648A2 WO 2007100648 A2 WO2007100648 A2 WO 2007100648A2 US 2007004705 W US2007004705 W US 2007004705W WO 2007100648 A2 WO2007100648 A2 WO 2007100648A2
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- light
- subject
- instrument
- tissue
- reflectance
- Prior art date
Links
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/47—Scattering, i.e. diffuse reflection
- G01N21/4738—Diffuse reflection, e.g. also for testing fluids, fibrous materials
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/47—Scattering, i.e. diffuse reflection
- G01N21/4795—Scattering, i.e. diffuse reflection spatially resolved investigating of object in scattering medium
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/47—Scattering, i.e. diffuse reflection
- G01N21/49—Scattering, i.e. diffuse reflection within a body or fluid
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2562/00—Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
- A61B2562/02—Details of sensors specially adapted for in-vivo measurements
- A61B2562/0233—Special features of optical sensors or probes classified in A61B5/00
- A61B2562/0242—Special features of optical sensors or probes classified in A61B5/00 for varying or adjusting the optical path length in the tissue
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N2021/178—Methods for obtaining spatial resolution of the property being measured
- G01N2021/1782—In-depth resolution
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/47—Scattering, i.e. diffuse reflection
- G01N21/4738—Diffuse reflection, e.g. also for testing fluids, fibrous materials
- G01N21/474—Details of optical heads therefor, e.g. using optical fibres
- G01N2021/4742—Details of optical heads therefor, e.g. using optical fibres comprising optical fibres
Definitions
- the field of the invention is diffuse reflectance spectroscopy and imaging, and in particular, the use of optical reflectance to detect epithelial pre-cancers and cancers.
- a promising technique under development for squamous epithelial precancer and cancer detection is optical spectroscopy.
- Optical techniques offer several benefits over traditional diagnostic methods that include visual inspection (through a microscope or endoscope), followed by biopsy. Light can nondestructively interact with a large number of biological molecules intrinsically present in tissues, thus providing a wealth of biochemical and structural information related to disease progression, without the need for tissue removal. Additionally, advances in sensitive detectors and optical fibers make it possible to measure optical signals rapidly and remotely from human tissues in vivo.
- UV-VIS ultraviolet- visible
- the primary absorbers within the cells in the epithelium are tryptophan, reduced nicotinamide adenine dinucleotide (NADH), and flavin adenine dinucleotide (FAD).
- NADH reduced nicotinamide adenine dinucleotide
- FAD flavin adenine dinucleotide
- the primary absorber in the underlying stroma is hemoglobin.
- the primary elastic scatterers in the epithelium are cellular and subcellular components including nuclei and mitochondria, while the primary elastic scatterer in the stroma is collagen.
- Diffuse reflectance spectroscopy provides a measure of tissue absorption as well as scattering. Based on the findings described above, depth-dependent absorption and the scattering properties (optical properties) of tissues extracted from diffuse reflectance spectra offer diagnostically useful information for the detection of epithelial precancers and early cancers.
- the present invention employs a reflectance instrument and method to characterize the depth dependent reflectance from a target (e.g., pre-cancer or cancer) in a turbid medium (e.g., epithelial tissue). More specifically, the reflectance instrument enables optical properties measurement of a two layered medium in the UV-VIS spectral range to be made separately for each layer, and a first Monte Carlo- based light transport model for a homogeneous medium is used to calculate from these measurements the optical properties of the top layer, and a second Monte Carlo model for a two-layered medium is used to calculate the optical properties of the deeper layer and the thickness of the upper layer.
- a target e.g., pre-cancer or cancer
- a turbid medium e.g., epithelial tissue
- One aspect of the invention is to provide an instrument which enables the measurement of reflectance from targets at various depths below the surface of a turbid medium such as tissue.
- This depth-profiling instrument is adaptable to current endoscopic optical imaging systems without significantly increasing their complexity or cost.
- Another aspect of the present invention is a method for calculating the optical properties of a two-layer turbid medium which takes advantage of the instrument's ability to resolve the tissue layer from which measurements are made.
- the measurements from the top layer are used with the first Monte Carlo model to calculate the optical properties of the top layer, and then those calculated. properties are used with measurements from the deeper layer to calculate the optical properties of the deeper layer and the thickness of the top layer using the second Monte Carlo model.
- a general object of the invention is to measure the optical properties of a two layer turbid medium such as epithelial tissues. These measured optical properties can in turn be used in detecting and diagnosing cancer.
- FIG. 1 is a pictorial representation of a reflectance instrument which employs a preferred embodiment of the present invention
- FIG. 2 is a pictorial representation of a reflectance instrument which employs a second preferred embodiment of the present invention.
- FIG. 3 is a pictorial representation of a reflectance instrument which employs a third preferred embodiment of the present invention.
- Fig.4 is a graph indicating the depth sensitivity of the instruments in Figs. 1-
- Fig. 5 is yet another preferred embodiment of a reflectance instrument that employs the present invention.
- Fig. 6 is a pictorial representation of a reflectance instrument that is employed with the preferred processing method according to the present invention.
- FIGs. 7, 8 and 9 are pictorial representations of the examination regions produced by the instrument of Fig. 6;
- Fig. 10 is a flow chart of the steps in a method for calculating optical . properties of two tissue layers;
- Fig. 11 is a flow chart of a Monte Carlo technique that models a single layer of tissue.
- Fig. 12 is a flow chart of an iterative method for using the model of Fig. 11.
- Fig. 1 shows one preferred embodiment of an instrument, which employs the present invention.
- the primary components are: a filtered white light source 30, an illuminating optica) fiber bundle 32, collection optical fiber bundles 34, 36 and 38 and a spectrograph 40 and a detector in the form of a charged couple device (CCD) camera 42.
- Light emanating from the white light source 30 contains a full spectrum, and a monochromator 44 allows only the light at a selected wavelength to pass through to the illumination bundle 32.
- the illumination bundle 32 consists of multiple optical fibers, each with the same diameter (200 ⁇ m).
- the illumination light is delivered to the surface of tissue 46 at an incidence angle ⁇ from perpendicular. In the preferred embodiment this angle may be set from 0 to 45.
- the collection bundles 34, 36 and 38 are disposed in a line and are placed at different distances from the illumination bundle 32. In the preferred embodiment the collection bundles are spaced at 200 ⁇ m center-to-center distances.
- the collection bundles 34, 36 and 38 are aligned in the direction of the tilted illuminating bundle 32 such that the tissue beneath them is illuminated.
- the light collected by the collection fibers 34, 36 and 38 is sent to an optical switch 48 which selects the light from one bundle at a time. Measurements of the reflectance at each of the three collection distances Di, D 2 and D 3 can thus be made in succession by operating the switch 48 and capturing the light.
- the light collected by the series of collection fibers 34, 36 and 38 is equivalent to light collected at variable aperture sizes.
- the incident angle ⁇ is also changed to collect light from different depths beneath the tissue surface.
- FIG. 2 Another embodiment of an instrument is shown in Fig. 2.
- This instrument is similar to that described above and shown in Fig. 1 except a single optical fiber collection bundle 50 is employed. No optical switch is therefore needed, but the single collection bundle 50 is moved to different locations on the surface of tissue 46 by a motorized, high resolution translation stage indicated at 52.
- a series of measurements are made with the collection bundle 50 positioned at a corresponding series of locations extending along a path directed away from the illumination bundle 32. These measurements are thus made at a series of different apertures.
- the incident angle ⁇ is also changed to collect light from different depths beneath the tissue surface.
- a plurality of illuminating fibers and a single collection fiber are employed.
- a central collection fiber 70 is fixed perpendicularly to the tissue surface 46, and a pair of illumination fibers 72-74 are disposed on opposite sides of the collection fiber 70.
- the illumination fibers 72 and 74 are fixed at incidence angles of 15° and 45° respectively with respect to an axis perpendicular to the tissue surface and they are spaced 450 ⁇ m from the collection fiber 70. All the fibers have a core diameter of 200 ⁇ m and a numerical aperture (NA) of 0.22.
- NA numerical aperture
- the illumination fibers 72 and 74 are coupled to an argon-ion laser 76 which provides a maximum power of 0.19 W at 351 nm. This output power is attenuated to 1.90 mW by an adjustable aperture and a neutral-density filter 78 before being coupled to the illumination fibers 72 and 74 through a switch 82.
- the actual output power as measured is 650 ⁇ W for the 15° illumination fiber 72 and 300 ⁇ W for the 45° illumination fiber 74.
- the means for changing the angle of incidence ( ⁇ ) of the illumination fiber is a mechanism for moving the illumination fiber to the prescribed angle
- ( ⁇ ) is a switch 82.
- the switch 82 controls which illumination fiber 72 and 74 is energized and hence whether the illumination angle ⁇ is 15° or 45°.
- the collection fiber 70 is coupled to the detection module in a photometer
- the photometer 70 includes a double emission scanning monochromator and a photomultiplier tube.
- the above embodiments can be modified such that the detector optical fiber is oriented at different collection angles ( ⁇ ). This can be done in place of different illumination incidence angles or in addition thereto.
- ⁇ collection angles
- the change in depth of fluorescence sensitivity as a function of changes in illumination incidence angle is indicated by solid line 170.
- dashed line 172 The corresponding relationship of detection angle to fluorescence depth sensitivity is indicated by dashed line 172 and it can be seen that the relationships are substantially the same. A similar result occurs with reflectance sensitivity.
- any of the above-described instruments can be changed to enable detection at different angles rather than illumination at different angles.
- the illumination device and the detection device need only be switched.
- the optical switch 82 can be connected to the input of the fluorophotometer 80 and the optical fiber 70 connected to the output of filter 78. This results in a single illumination fiber 70 and a pair of detector fibers 72 and 74 that enable the detection angle ( ⁇ ) to be switched to either 15° or 45°.
- Fig. 3 While all three of the above described fluorescence instruments can be used to acquire reflectance data at varying depths below a tissue surface, it should be apparent that the embodiment of Fig. 3 is particularly applicable to endoscopic applications because there are no moving parts.
- the two illumination fibers 72 and 74 and the collection fiber 70 are part of an endoscope 75 and they extend from the instrumentation to the distal end of the endoscope 75. They are molded into the fixed, relative positions shown in Fig. 3 at the distal end of the endoscope 75. In use, this distal end is guided to the tissue of interest and pressed against the tissue surface.
- yet another preferred embodiment of the reflectance instrument is designed for use with a method in which reflectance data is obtained separately from a top tissue layer and a deeper tissue layer. It includes a laser 76 and a filter 78 as described above for producing 0.19 watts at a wavelength of 351 nm on optical fiber 70.
- An optical switch 81 is operable to direct this light to an optical fiber 90 that extends along the length of a probe 75 and terminates at the probe's distal end 92 that rests against the tissues 46 to be examined.
- the distal end of the fiber 90 is polished flat and directs the light into the tissue 46 at an angle substantially perpendicular to its surface.
- a second optical fiber 94 also connects to an output on optical switch 81 , and the distal end of this fiber 94 is angled to convey light into the tissue 46 at an angle of 45° with respect to the tissue surface. As will be explained below, this optical fiber 94 is used when the opticat properties of the top layer of tissues is to be examined.
- optical switch 82 Light which is reflected from within the tissue 46 is picked up by optical fibers 74 and 76 and conveyed to the input of optical switch 82.
- the switch 82 is operated to couple the light from either the optical fiber 74 or the optical fiber 76 to a photomultiplier 80.
- the photomultiplier is constructed as described above to detect reflectance from beneath the surface of the tissue 46.
- the distal end of the optical fiber 74 is disposed at an angle of 45° with respect to the surface of the tissue 46 and the distal end of fiber 76 is polished flat to orient the axis of the fiber 76 perpendicular to the tissue surface.
- the acceptance cones of the illumination optical fibers 90 and 74 and collection fibers 74 and 76 are shown and the arrows indicate light direction.
- the illumination and detection cones of the perpendicular fibers 76 and 90 overlap in a region 96 in a deeper layer 98 of the tissues 46.
- the illumination and detection cones of the angled fibers 94 and 74 overlap in a region 100 located in a top layer 102 of the tissues 46.
- the complementary attributes of these two probe geometries make them ideally suited to selectively detect diffuse reflectance from the two distinct sublayers of epithelial tissues.
- the angled probe can be used to detect diffuse reflectance from the superficial epithelial layer, while the flat-tip probe geometry can be used to detect diffuse reflectance primarily from the bottom stromal layer. It should be apparent that the angle of the optical fibers 94 and 74 and the distance between the flat-tip probes 90 and 76 can be changed as a function of the thickness of the superficial epithelial layers being examined.
- the instrument in Fig. 6 may be employed with a procedure which measures the diffuse reflectance spectra from the top tissue layer 102 and the deeper tissue layer 98. From these measurements a method such as that now to be described extracts the absorption coefficients ⁇ a from both layers, the scattering coefficients ⁇ s from both layers and calculates the thickness of the top layer 102. [0040] The steps in this procedure are shown in Fig. 10, and the first step as indicated by input block 110 is to make measurements of the diffuse reflectance spectra using the angled fiber optic probes 94 and 74.
- This upper layer optical data set is input to a Monte Carlo based process for extracting the scattering coefficient ⁇ s and the absorption coefficient ⁇ a for the upper layer as indicated at process block 112.
- This Monte Carlo based process is described in detail in co-pending U.S. Pat. Appln. Serial No. 11/119,865, filed on May 2, 2005 and entitled "Method For Extraction Of Optical Properties From Diffuse Reflectance Spectra". The disclosure in this co-pending application is incorporated herein by reference.
- the forward Monte Carlo model refers to the model that relates the physiological and structural properties of the tissue to its measured diffuse reflectance. Referring to Fig.
- the model has two sets of inputs, which are used to determine the absorption and scattering coefficients, respectively.
- Beer's law indicated at 260 is used to model absorption.
- the concentration (Cj) of each chx ⁇ mophore (a free optical parameter) and the corresponding wavelength dependent extinction coefficient ( ⁇ i( ⁇ )) (a fixed optical parameter) are used to determine the wavelength dependent absorption coefficient ( ⁇ a ( ⁇ )), according to the relationship given by Beer's law, ⁇ B ( ⁇ ) - ⁇ ln(10)s,.( ⁇ )C,..
- the calculated optical properties ( ⁇ a ( ⁇ ), ⁇ s ( ⁇ ) and g( ⁇ )) of the tissue can then be input into a Monte Carlo model of light transport to obtain the "modeled " diffuse reflectance for a given wavelength as indicated at 264.
- the software used for this purpose was adapted from that described by Wang et al. "MCML-Monte Carlo modeling of light transport in multi-layered tissues," Compute Methods Programs Biomed 47, 131 (1995). Note that a Monte Carlo simulation would be required for each unique set of optical properties, thus making this step of the forward model computationally prohibitive. To increase the efficiency of this step a scaling approach such as that described by Graaff et al.
- Condensed Monte Carlo simulations for the description of light transport [biological tissue] may be employed so that a single Monte Carlo simulation can be run and the output can be scaled to any set of optical properties.
- the method consists of running a single simulation for a given set of absorption ( ⁇ a .srm) and scattering coefficients ( ⁇ s . S im), and recording the exit weight (W ⁇ ⁇ ,(, s ;/n). net distance traveled (H 1S Im), and total number of interactions for each photon (N) that exits the tissue surface.
- the scaling method uses these stored parameters to calculate the new exit weight (W ⁇ x »mw) according to Equation (1 ) and the net distance traveled (r(,mw) according to Equation (2) for a given photon in the same simulation, but with new tissue absorption ( ⁇ a ,new) and scattering coefficients ( ⁇ s ,n ew )-
- the scaling relationships taken from Graaff et al., are given below. M s, new a, M 1 . sim + M a, Sim I / ⁇ ⁇ r*s,new ⁇ Ma, new Hsjlm J
- the parameters of the single Monte Carlo simulation are as follows: number of photons: 40 million; ⁇ s : 150 cm '1 ; ⁇ a : 0 cm "1 ; g: 0.8; model dimensions: 2 cm (radius) x 2 cm (depth); refractive indices: 1.33 (medium for phantoms); 1.36 (medium for tissue); and 1.452 (fiber-optic probe above medium in both cases).
- a method of convolution is used to integrate over the illumination and collection fibers in order to determine the probability that a photon, traveling a fixed distance, would be collected for a given probe geometry. This takes advantage of the spatial and rotational invariance present in a homogeneous medium. For a pair of illumination and collection fibers, the probability of collection of a photon with a distance rt between the points of entering and leaving is given by:
- n is the radius of the illumination fiber
- r c is the radius of the collection fiber
- s is the separation between the centers of the illumination and collection fibers
- x is the spatial variable over which the integral is taken. This equation is numerically integrated.
- the probe geometry is integrated pair-wise (for each illumination-collection fiber pair) to determine the total probability of collection.
- the next step is to input a best estimate of tissue optical properties. These values will depend, of course, on the tissues being measured and the particular instrument being used.
- the optical parameters include 'tree” parameters such as absorber concentration, scatterer size and scatterer density.
- Optical parameters also includes "fixed” parameters such as excitation coefficient of the absorber and the refractive index of the scatterer and surrounding medium for each measurement wavelength ( ⁇ ).
- ⁇ For each measurement wavelength ( ⁇ ) a reflectance value Refl ( ⁇ )mod ⁇ ⁇ is calculated and stored at process block 208.
- the modeled reflectance values are normalized to the phantom diffuse reflectance spectrum to calibrate for system/wavelength response as indicated at process block 211.
- a calculation of the sum of squares error is then performed at process block 212.
- a Gauss-Newton nonlinear least squares optimization algorithm indicated at process block 214 is employed. This process is in the Matlab optimization toolbox available commercially from the Mathworks, Inc. of Natick MA and is used to minimize the error o ⁇ /er the course of the iteration process.
- the free optical parameters are updated at process block 216 and the system loops back to repeat the process and measure the error produced using the newly updated optical parameters.
- the process ends as indicated at decision block 218.
- the optical parameters ⁇ a ( ⁇ ) and ⁇ s ( ⁇ ) produced by the forward model using the final trial optical parameters are output as indicated at process block 220.
- the free optical parameters absorber concentration, scatter size and scatter density my also be output and used for diagnostic purposes.
- the above procedure may be repeated several times using different sets of initial tissue optical parameters at process block 204.
- the optical properties ⁇ a ( ⁇ ) and ⁇ s ( ⁇ ) of the top tissue layer 102 are output from the above process 112 as indicated at block 114 and input to a second Monte Carlo-based process indicated at process block 116.
- measurements of the diffuse reflectance spectra of the deeper tissue layer 98 are also made and input to the two layered Monte Carlo- based process 116. These measurements are made using the perpendicular optical fibers 90 and 76 (Fig. 9), and by scanning the applied light over the same range of wavelengths used to measure the top layer 102. The intensity of the reflected light is measured to produce a second optical data set.
- a two-layered Monte Carlo model is then used to extract the optical properties of the deeper tissue layer 98 and the thickness of the top tissue layer 102 from the diffuse reflectance spectrum obtained with the flat-tip probe geometry.
- This two-layered mode assumes that the optical properties of the top layer 102 are known from the previous step.
- Beer's law is used to calculate the absorption coefficient of the bottom layer 98 given the absorber concentration and wavelength-dependent extinction coefficient; Mie theory is used to determine the scattering coefficient of the bottom layer 98 given the scatterer size, density, and refractive index mismatch.
- the optical properties of the two layers 102 and 98 and the thickness of the top layer 102 are used as inputs into the two-layered Monte Carlo model to generate a predicted diffuse reflectance.
- the inversion approach used is the same as that described above and shown in Figs. 11 and 12, except the optical properties being retrieved are for the deeper rather than the top layer, and the thickness of the top layer is included as an additional free parameter.
- a different approach is used to increase the efficiency of the two-layered forward Monte Carlo model. Specifically, a series of baseline Monte Carlo simulations are run ahead of time to generate a database of diffuse reflectance values for a two-layered medium for zero absorption and a wide range of scattering coefficients of the top and bottom layers. For each scattering coefficient pair (top and bottom layers), simulations were carried out for a range of thicknesses. Table 1 lists the reduced scattering coefficients and thicknesses of the top and bottom layers used in the baseline simulations to generate the Monte Carlo database for two- layered media. Table 1
- Thickness ( ⁇ m) 0, 50, 100, 150, 200, 250, 30 000
- the anisotropy factor was 0.9, and the absorption coefficient was zero in all simulations. AH combinations of the listed parameters were used. A total of 819 independent simulations were run, each with 1 ⁇ i ⁇ 7 incident photons. To reduce the variance of the detected diffuse reflectance, photons were collected over a ring area around the central axis of the illumination fiber, the radial thickness of which was equal to the diameter of the collection fiber. During each simulation, the path length of every detected photon in each of the two layers was recorded.
- the diffuse reflectance as a function of the radial distance of the photon's exit location was then scaled for a given absorption coefficient using Beer's law (which is a function of the absorption coefficient and the path length) and for the actual fiber collection area. Linear interpolation was used to calculate the diffuse reflectance for optical properties or thicknesses not contained in the database. The results were compared to those directly obtained from independent simulations to validate the accuracy of this approach.
- the two-layered Monte Carlo-based process 116 produces the optical properties ⁇ a ( ⁇ ) and ⁇ s ( ⁇ ) of the deep layer 98 which is output at 120, and it calculates the thickness of the top tissue layer 102 which is also output at 118.
- ⁇ a ( ⁇ ) and ⁇ s ( ⁇ ) of the deep layer 98 which is output at 120
- ⁇ s the thickness of the top tissue layer 102 which is also output at 118.
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Physics & Mathematics (AREA)
- Pathology (AREA)
- General Health & Medical Sciences (AREA)
- Immunology (AREA)
- General Physics & Mathematics (AREA)
- Biochemistry (AREA)
- Analytical Chemistry (AREA)
- Chemical & Material Sciences (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- Molecular Biology (AREA)
- Public Health (AREA)
- Veterinary Medicine (AREA)
- Optics & Photonics (AREA)
- Medical Informatics (AREA)
- Heart & Thoracic Surgery (AREA)
- Biomedical Technology (AREA)
- Engineering & Computer Science (AREA)
- Biophysics (AREA)
- Investigating Or Analysing Materials By Optical Means (AREA)
Abstract
A reflectance instrument illuminates the surface of tissue with light of a selected wavelength and light emanating from the tissue due to reflectance is collected. The angle of illumination of tissue surface and/or collection of reflections is changed to probe at various depths beneath the surface of the tissue. The reflectance instrument may be used in a method for measuring the optical properties of a two layer diffuse media such as epithelial tissues.
Description
DEPTH-RESOLVED REFLECTANCE INSTRUMENT AND METHOD FOR ITS USE
STATEMENT REGARDING FEDERALLY SPONSORED RESEARCH [0001] This invention was made with government support under Grant No. CA082710 awarded by the National Institute of Health. The United States Government has certain rights in this invention.
CROSS-REFERENCE TO RELATED APPLICATIONS
[0002] This application is based on U.S. Provisional Patent Application Serial No. 60/777,194 filed on February 27, 2006 and entitled "DEPTH-RESOLVED REFLECTANCE INSTRUMENT".
BACKGROUND OF THE INVENTION
[0003] The field of the invention is diffuse reflectance spectroscopy and imaging, and in particular, the use of optical reflectance to detect epithelial pre-cancers and cancers. A promising technique under development for squamous epithelial precancer and cancer detection is optical spectroscopy. Optical techniques offer several benefits over traditional diagnostic methods that include visual inspection (through a microscope or endoscope), followed by biopsy. Light can nondestructively interact with a large number of biological molecules intrinsically present in tissues, thus providing a wealth of biochemical and structural information related to disease progression, without the need for tissue removal. Additionally, advances in sensitive detectors and optical fibers make it possible to measure optical signals rapidly and remotely from human tissues in vivo. [0004] There are a large number of absorbers in epithelial tissues in the ultraviolet- visible (UV-VIS) spectral range. The primary absorbers within the cells in the epithelium (top layer of the epithelial tissue) are tryptophan, reduced nicotinamide adenine dinucleotide (NADH), and flavin adenine dinucleotide (FAD). The primary absorber in the underlying stroma is hemoglobin. The primary elastic scatterers in the epithelium are cellular and subcellular components including nuclei and mitochondria, while the primary elastic scatterer in the stroma is collagen. [0005] It has been shown that the endogenous absorption and scattering contrast in precancers and early cancers of stratified squamous epithelial tissues, such as the cervix, varies with depth. Previous microscopy studies on cervical tissue slices and blocks show an increase in the contribution of NADH (source of absorption) within the epithelium, and a decrease in stromal collagen content (source of scattering) with
007/004705
the progression of neoplasia. Researchers have reported increased scattering in the epithelium of precancerous cervical tissues relative to that of normal tissues using confoca! microscopy techniques. Moreover, there is increased blood vessel growth (source of absorption) in the stroma with cervical neoplasia, and this has been used by physicians during colposcopy to diagnose cervical precancers. [0006] Diffuse reflectance spectroscopy provides a measure of tissue absorption as well as scattering. Based on the findings described above, depth-dependent absorption and the scattering properties (optical properties) of tissues extracted from diffuse reflectance spectra offer diagnostically useful information for the detection of epithelial precancers and early cancers.
[0007] A number of light transport models have been developed to compute optical properties from the diffuse reflectance spectrum measured from a homogeneous medium. However, since squamous epithelial tissues have a layered structure, the use of these simplistic models can cause significant errors in the extracted optical properties. Light transport models for two-layered media can overcome the intrinsic weakness of homogeneous models of light transport.
[0008] Several research groups have extended the diffusion theory to calculate the optical properties of a two-layered medium. However, diffusion theory is not valid for highly absorbing media or for small source-detector separations, as is the case in the UV-VIS. Several other research groups have proposed models based on Monte Carlo or hybrid methods. Hayakawa et al. "Petυrbation Monte Carlo Methods To Solve Inverse Photon Migration Problems In Heterogeneous Tissues," Opt. Lett. 26, 1335-1337 (2001 ) developed a perturbation Monte Carlo method to estimate the optical properties of a two-layered medium, in which the perturbation in photon trajectories caused by a small amount of variation in the optical properties relative to baseline values was used to guide a nonlinear optimization algorithm for the • estimation of optical properties. The perturbation approach is limited in that it is constrained to small changes in the optical properties (<30% of baseline values for the scattering coefficient), and it requires that the baseline optical properties are known. Chang et al. "Analytical Model To Describe Fluorescence Spectra Of Normal And Preneoplastic Epithelial Tissue: Comparison With Monte Carlo Simulations And Clinical Measurements," J. Biomed. Opt. 9, 511-522 (2004) proposed an analytical two-layered model to describe fluorescence spectra from epithelial tissues measured with a specific probe geometry, in which a single large fiber is used for both light excitation delivery and fluorescence emission collection. By assuming a low scattering epithelium and a highly scattering stroma, as well as one-dimensional light
propagation, Beer's law was used to characterize light propagation in the epithelium while the diffusion theory was used to model light transport in the stroma. The analytical form of the model enables fast forward computation of fluorescence emission, spectra. However, the presumed probe geometry and limited applicable range of tissue optical properties in each layer limits the utility of this model. Another disadvantage of previously published two-layer models in general is that they contain more free parameters compared to homogeneous models of light transport. The large number of unknowns can dramatically increase the computational time and or even cause the inversion unable to converge.
[0009] Fawzi et al. "Determination Of The Optical Properties Of A Two-Layer Tissue Model By Detecting Photons Migrating At Progressively Increasing Depths," Appl. Opt. 42, 6398-6411 (2003) proposed an alternate sequential estimation approach for the determination of optical properties of a two-layered medium. In this approach, a flat-tip probe with a series of small source-detector separations was first used to measure spatially resolved reflectance from the top layer (thickness 5 mm), and a multivariate calibration model was used to extract the top layer optical properties. Then a flat-tip probe with a series of large source-detector separations was used to measure the phase delay and amplitude from both layers (using a frequency domain technique), and the data were fitted to a two layered frequency- domain diffusion model with the estimated top layer optical properties as known inputs. However, since this methodology is based on diffusion theory, it is not appropriate for use in the UV-VlS spectral range and or for small source-detector separations.
SUMMARY OF THE INVENTION
[0010] The present invention employs a reflectance instrument and method to characterize the depth dependent reflectance from a target (e.g., pre-cancer or cancer) in a turbid medium (e.g., epithelial tissue). More specifically, the reflectance instrument enables optical properties measurement of a two layered medium in the UV-VIS spectral range to be made separately for each layer, and a first Monte Carlo- based light transport model for a homogeneous medium is used to calculate from these measurements the optical properties of the top layer, and a second Monte Carlo model for a two-layered medium is used to calculate the optical properties of the deeper layer and the thickness of the upper layer.
[0011] One aspect of the invention is to provide an instrument which enables the measurement of reflectance from targets at various depths below the surface of a
turbid medium such as tissue. This depth-profiling instrument is adaptable to current endoscopic optical imaging systems without significantly increasing their complexity or cost.
[0012] Another aspect of the present invention is a method for calculating the optical properties of a two-layer turbid medium which takes advantage of the instrument's ability to resolve the tissue layer from which measurements are made. The measurements from the top layer are used with the first Monte Carlo model to calculate the optical properties of the top layer, and then those calculated. properties are used with measurements from the deeper layer to calculate the optical properties of the deeper layer and the thickness of the top layer using the second Monte Carlo model.
[0013] A general object of the invention is to measure the optical properties of a two layer turbid medium such as epithelial tissues. These measured optical properties can in turn be used in detecting and diagnosing cancer. [0014] The foregoing and other objects and advantages of the invention will appear from the following description. In the description, reference is made to the accompanying drawings, which form a part hereof, and in which there is shown by way of illustration a preferred embodiment of the invention. Such embodiment does not necessarily represent the full scope of the invention, however, and reference is made therefore to the claims and herein for interpreting the scope of the invention.
BRIEF DESCRIPTION OF THE DRAWINGS
[0015] Fig. 1 is a pictorial representation of a reflectance instrument which employs a preferred embodiment of the present invention;
[0016] Fig. 2 is a pictorial representation of a reflectance instrument which employs a second preferred embodiment of the present invention; and
[0017] Fig. 3 is a pictorial representation of a reflectance instrument which employs a third preferred embodiment of the present invention;
[0018] Fig.4 is a graph indicating the depth sensitivity of the instruments in Figs. 1-
3 as a function of illumination or detection angles;
[0019] Fig. 5 is yet another preferred embodiment of a reflectance instrument that employs the present invention;
[0020] Fig. 6 is a pictorial representation of a reflectance instrument that is employed with the preferred processing method according to the present invention;
[0021] Figs. 7, 8 and 9 are pictorial representations of the examination regions produced by the instrument of Fig. 6;
[0022] Fig. 10 is a flow chart of the steps in a method for calculating optical . properties of two tissue layers;
[0023] Fig. 11 is a flow chart of a Monte Carlo technique that models a single layer of tissue; and
[0024] Fig. 12 is a flow chart of an iterative method for using the model of Fig. 11.
DESCRIPTION OF THE PREFERRED EMBODIMENTS
[0025] Fig. 1 shows one preferred embodiment of an instrument, which employs the present invention. The primary components are: a filtered white light source 30, an illuminating optica) fiber bundle 32, collection optical fiber bundles 34, 36 and 38 and a spectrograph 40 and a detector in the form of a charged couple device (CCD) camera 42. Light emanating from the white light source 30 contains a full spectrum, and a monochromator 44 allows only the light at a selected wavelength to pass through to the illumination bundle 32. The illumination bundle 32 consists of multiple optical fibers, each with the same diameter (200 μm). The illumination light is delivered to the surface of tissue 46 at an incidence angle θ from perpendicular. In the preferred embodiment this angle may be set from 0 to 45. [0026] The collection bundles 34, 36 and 38 are disposed in a line and are placed at different distances from the illumination bundle 32. In the preferred embodiment the collection bundles are spaced at 200 μm center-to-center distances. The collection bundles 34, 36 and 38 are aligned in the direction of the tilted illuminating bundle 32 such that the tissue beneath them is illuminated. The light collected by the collection fibers 34, 36 and 38 is sent to an optical switch 48 which selects the light from one bundle at a time. Measurements of the reflectance at each of the three collection distances Di, D2 and D3 can thus be made in succession by operating the switch 48 and capturing the light. The light collected by the series of collection fibers 34, 36 and 38 is equivalent to light collected at variable aperture sizes. The incident angle θ is also changed to collect light from different depths beneath the tissue surface.
[0027] Another embodiment of an instrument is shown in Fig. 2. This instrument is similar to that described above and shown in Fig. 1 except a single optical fiber collection bundle 50 is employed. No optical switch is therefore needed, but the single collection bundle 50 is moved to different locations on the surface of tissue 46 by a motorized, high resolution translation stage indicated at 52. With this instrument a series of measurements are made with the collection bundle 50 positioned at a corresponding series of locations extending along a path directed
away from the illumination bundle 32. These measurements are thus made at a series of different apertures. The incident angle θ is also changed to collect light from different depths beneath the tissue surface.
[0028] In a third embodiment of the instrument depicted in Fig. 3, a plurality of illuminating fibers and a single collection fiber are employed. A central collection fiber 70 is fixed perpendicularly to the tissue surface 46, and a pair of illumination fibers 72-74 are disposed on opposite sides of the collection fiber 70. The illumination fibers 72 and 74 are fixed at incidence angles of 15° and 45° respectively with respect to an axis perpendicular to the tissue surface and they are spaced 450 μm from the collection fiber 70. All the fibers have a core diameter of 200 μm and a numerical aperture (NA) of 0.22.
[0029] The illumination fibers 72 and 74 are coupled to an argon-ion laser 76 which provides a maximum power of 0.19 W at 351 nm. This output power is attenuated to 1.90 mW by an adjustable aperture and a neutral-density filter 78 before being coupled to the illumination fibers 72 and 74 through a switch 82. The actual output power as measured is 650 μW for the 15° illumination fiber 72 and 300 μW for the 45° illumination fiber 74.
[0030] Whereas in the first two embodiments the means for changing the angle of incidence (θ) of the illumination fiber is a mechanism for moving the illumination fiber to the prescribed angle, in the third embodiment the means for changing the angle
(θ) is a switch 82. The switch 82 controls which illumination fiber 72 and 74 is energized and hence whether the illumination angle θ is 15° or 45°.
[0031] The collection fiber 70 is coupled to the detection module in a photometer
80. The photometer 70 includes a double emission scanning monochromator and a photomultiplier tube.
[0032] The above embodiments can be modified such that the detector optical fiber is oriented at different collection angles (θ). This can be done in place of different illumination incidence angles or in addition thereto. As shown in Fig. 4, the change in depth of fluorescence sensitivity as a function of changes in illumination incidence angle is indicated by solid line 170. The corresponding relationship of detection angle to fluorescence depth sensitivity is indicated by dashed line 172 and it can be seen that the relationships are substantially the same. A similar result occurs with reflectance sensitivity.
[0033] Any of the above-described instruments can be changed to enable detection at different angles rather than illumination at different angles. The illumination device
and the detection device need only be switched. Referring to Fig. 5, for example, the optical switch 82 can be connected to the input of the fluorophotometer 80 and the optical fiber 70 connected to the output of filter 78. This results in a single illumination fiber 70 and a pair of detector fibers 72 and 74 that enable the detection angle (θ) to be switched to either 15° or 45°.
[00345 While all three of the above described fluorescence instruments can be used to acquire reflectance data at varying depths below a tissue surface, it should be apparent that the embodiment of Fig. 3 is particularly applicable to endoscopic applications because there are no moving parts. In an endoscopic application the two illumination fibers 72 and 74 and the collection fiber 70 are part of an endoscope 75 and they extend from the instrumentation to the distal end of the endoscope 75. They are molded into the fixed, relative positions shown in Fig. 3 at the distal end of the endoscope 75. In use, this distal end is guided to the tissue of interest and pressed against the tissue surface.
[0035] Referring particularly to Fig. 6, yet another preferred embodiment of the reflectance instrument is designed for use with a method in which reflectance data is obtained separately from a top tissue layer and a deeper tissue layer. It includes a laser 76 and a filter 78 as described above for producing 0.19 watts at a wavelength of 351 nm on optical fiber 70. An optical switch 81 is operable to direct this light to an optical fiber 90 that extends along the length of a probe 75 and terminates at the probe's distal end 92 that rests against the tissues 46 to be examined. The distal end of the fiber 90 is polished flat and directs the light into the tissue 46 at an angle substantially perpendicular to its surface. As will be explained below, light is applied through optical fiber 90 when deeper layers of tissue are to be examined. [0036] A second optical fiber 94 also connects to an output on optical switch 81 , and the distal end of this fiber 94 is angled to convey light into the tissue 46 at an angle of 45° with respect to the tissue surface. As will be explained below, this optical fiber 94 is used when the opticat properties of the top layer of tissues is to be examined.
[0037] Light which is reflected from within the tissue 46 is picked up by optical fibers 74 and 76 and conveyed to the input of optical switch 82. The switch 82 is operated to couple the light from either the optical fiber 74 or the optical fiber 76 to a photomultiplier 80. The photomultiplier is constructed as described above to detect reflectance from beneath the surface of the tissue 46. The distal end of the optical fiber 74 is disposed at an angle of 45° with respect to the surface of the tissue 46
and the distal end of fiber 76 is polished flat to orient the axis of the fiber 76 perpendicular to the tissue surface.
[0038] Referring to Figs. 7-9, the acceptance cones of the illumination optical fibers 90 and 74 and collection fibers 74 and 76 are shown and the arrows indicate light direction. As shown in Fig. 7, the illumination and detection cones of the perpendicular fibers 76 and 90 overlap in a region 96 in a deeper layer 98 of the tissues 46. As shown in Fig. 8, the illumination and detection cones of the angled fibers 94 and 74 overlap in a region 100 located in a top layer 102 of the tissues 46. The complementary attributes of these two probe geometries make them ideally suited to selectively detect diffuse reflectance from the two distinct sublayers of epithelial tissues. The angled probe can be used to detect diffuse reflectance from the superficial epithelial layer, while the flat-tip probe geometry can be used to detect diffuse reflectance primarily from the bottom stromal layer. It should be apparent that the angle of the optical fibers 94 and 74 and the distance between the flat-tip probes 90 and 76 can be changed as a function of the thickness of the superficial epithelial layers being examined.
[0039] The instrument in Fig. 6 may be employed with a procedure which measures the diffuse reflectance spectra from the top tissue layer 102 and the deeper tissue layer 98. From these measurements a method such as that now to be described extracts the absorption coefficients μa from both layers, the scattering coefficients μs from both layers and calculates the thickness of the top layer 102. [0040] The steps in this procedure are shown in Fig. 10, and the first step as indicated by input block 110 is to make measurements of the diffuse reflectance spectra using the angled fiber optic probes 94 and 74. This measurement is made by scanning the applied light over a range of wavelengths (e.g., λ=360nm to 660nm) and measuring the intensity of the reflected light to produce an optical data set that indicates diffuse reflectance intensity as a function of wavelength λ in the upper layer 102.
[0041] This upper layer optical data set is input to a Monte Carlo based process for extracting the scattering coefficient μs and the absorption coefficient μa for the upper layer as indicated at process block 112. This Monte Carlo based process is described in detail in co-pending U.S. Pat. Appln. Serial No. 11/119,865, filed on May 2, 2005 and entitled "Method For Extraction Of Optical Properties From Diffuse Reflectance Spectra". The disclosure in this co-pending application is incorporated herein by reference.
[0042] The forward Monte Carlo model refers to the model that relates the physiological and structural properties of the tissue to its measured diffuse reflectance. Referring to Fig. 11 , the model has two sets of inputs, which are used to determine the absorption and scattering coefficients, respectively. Beer's law indicated at 260 is used to model absorption. The concentration (Cj) of each chxαmophore (a free optical parameter) and the corresponding wavelength dependent extinction coefficient (εi(λ)) (a fixed optical parameter) are used to determine the wavelength dependent absorption coefficient (μa(λ)), according to the relationship given by Beer's law, μB (λ) - Σln(10)s,.(Λ)C,.. The Mie theory for spherical particles described by CF. Bohren et al Absorption and scattering of light by small particles 1983, New York: Wiley, xiv is used to model scattering as indicated at 262. The scatterer size and density (free optical parameters) and the refractive index being fixed according to known values for phantoms,, and expected values for tissue are used to determine the scattering coefficient (μs(λ)), and the anisotropy factor (g(λ)) at a given wavelength.
[0043] The calculated optical properties (μa(λ), μs(λ) and g(λ)) of the tissue can then be input into a Monte Carlo model of light transport to obtain the "modeled " diffuse reflectance for a given wavelength as indicated at 264. The software used for this purpose was adapted from that described by Wang et al. "MCML-Monte Carlo modeling of light transport in multi-layered tissues," Compute Methods Programs Biomed 47, 131 (1995). Note that a Monte Carlo simulation would be required for each unique set of optical properties, thus making this step of the forward model computationally prohibitive. To increase the efficiency of this step a scaling approach such as that described by Graaff et al. "Condensed Monte Carlo simulations for the description of light transport [biological tissue]," Appl Opt 32, 426 (1993) may be employed so that a single Monte Carlo simulation can be run and the output can be scaled to any set of optical properties. The method consists of running a single simulation for a given set of absorption (μa.srm) and scattering coefficients (μs.Sim), and recording the exit weight (Wθχ,(,s;/n). net distance traveled (H1SIm), and total number of interactions for each photon (N) that exits the tissue surface. The scaling method then uses these stored parameters to calculate the new exit weight (Wβx»,mw) according to Equation (1 ) and the net distance traveled (r(,mw) according to Equation (2) for a given photon in the same simulation, but with new tissue absorption (μa,new) and scattering coefficients (μs,new)- The scaling relationships, taken from Graaff et al., are given below.
M s, new a, M1. sim + M a, Sim I /<< \ r*s,new ^ Ma, new Hsjlm J
[0044] To further simplify the scaling process, it is assumed that for a given value of the reduced scattering coefficient, μs' = μs x (1-g), the diffuse reflectance is the same for any value of μs and g that generate the same μs'. This has been shown to be valid over the range of g values present in human tissue, i.e., for g values greater than 0.8. Using this similarity relation, and the scaling procedure outlined above, only a single Monte Carlo simulation needs to be run to determine the output diffuse reflectance of a Monte Carlo simulation for any set of optical properties. [0045J The Henyey-Greenstein phase function is used in the single Monte Carlo simulation. The parameters of the single Monte Carlo simulation are as follows: number of photons: 40 million; μs: 150 cm'1; μa: 0 cm"1; g: 0.8; model dimensions: 2 cm (radius) x 2 cm (depth); refractive indices: 1.33 (medium for phantoms); 1.36 (medium for tissue); and 1.452 (fiber-optic probe above medium in both cases). [0046] A method of convolution is used to integrate over the illumination and collection fibers in order to determine the probability that a photon, traveling a fixed distance, would be collected for a given probe geometry. This takes advantage of the spatial and rotational invariance present in a homogeneous medium. For a pair of illumination and collection fibers, the probability of collection of a photon with a distance rt between the points of entering and leaving is given by:
• where n is the radius of the illumination fiber, rc is the radius of the collection fiber, s is the separation between the centers of the illumination and collection fibers, and x is the spatial variable over which the integral is taken. This equation is numerically integrated. To adapt this for the fiber bundle in the probe, the common end of the fiber bundle is imaged, and the centers of each illumination and collection fiber in the
bundle is determined. Then the probe geometry is integrated pair-wise (for each illumination-collection fiber pair) to determine the total probability of collection. [0047] As indicated at process block 204, the next step is to input a best estimate of tissue optical properties. These values will depend, of course, on the tissues being measured and the particular instrument being used. The optical parameters include 'tree" parameters such as absorber concentration, scatterer size and scatterer density. Optical parameters also includes "fixed" parameters such as excitation coefficient of the absorber and the refractive index of the scatterer and surrounding medium for each measurement wavelength (λ). For each measurement wavelength (λ) a reflectance value Refl (λ)modΘι is calculated and stored at process block 208. When the value for the last wavelength (λ) is calculated as determined at decision block 210, the modeled reflectance values are normalized to the phantom diffuse reflectance spectrum to calibrate for system/wavelength response as indicated at process block 211. A calculation of the sum of squares error is then performed at process block 212. This measures the difference between the measured reflectance values Refl (λ)meas for the subject tissue and the corresponding values Refl (λ)modei predicted by the forward model and then sums the squares of these differences. A Gauss-Newton nonlinear least squares optimization algorithm indicated at process block 214 is employed. This process is in the Matlab optimization toolbox available commercially from the Mathworks, Inc. of Natick MA and is used to minimize the error o\/er the course of the iteration process. The free optical parameters are updated at process block 216 and the system loops back to repeat the process and measure the error produced using the newly updated optical parameters. When the trial optical parameters converge with the tissue optical parameters to produce a minimum error at process block 212, the process ends as indicated at decision block 218. The optical parameters μa(λ) and μs(λ) produced by the forward model using the final trial optical parameters are output as indicated at process block 220. In addition the free optical parameters absorber concentration, scatter size and scatter density my also be output and used for diagnostic purposes. To ensure convergence to a global minimum error, the above procedure may be repeated several times using different sets of initial tissue optical parameters at process block 204.
10048] Referring again to Fig. 101 the optical properties μa(λ) and μs(λ) of the top tissue layer 102 are output from the above process 112 as indicated at block 114 and input to a second Monte Carlo-based process indicated at process block 116.
As indicated at block 118, measurements of the diffuse reflectance spectra of the deeper tissue layer 98 are also made and input to the two layered Monte Carlo- based process 116. These measurements are made using the perpendicular optical fibers 90 and 76 (Fig. 9), and by scanning the applied light over the same range of wavelengths used to measure the top layer 102. The intensity of the reflected light is measured to produce a second optical data set.
[0049] A two-layered Monte Carlo model is then used to extract the optical properties of the deeper tissue layer 98 and the thickness of the top tissue layer 102 from the diffuse reflectance spectrum obtained with the flat-tip probe geometry. This two-layered mode) assumes that the optical properties of the top layer 102 are known from the previous step. In the forward model, Beer's law is used to calculate the absorption coefficient of the bottom layer 98 given the absorber concentration and wavelength-dependent extinction coefficient; Mie theory is used to determine the scattering coefficient of the bottom layer 98 given the scatterer size, density, and refractive index mismatch. Next the optical properties of the two layers 102 and 98 and the thickness of the top layer 102 are used as inputs into the two-layered Monte Carlo model to generate a predicted diffuse reflectance. The inversion approach used is the same as that described above and shown in Figs. 11 and 12, except the optical properties being retrieved are for the deeper rather than the top layer, and the thickness of the top layer is included as an additional free parameter. [0050] A different approach is used to increase the efficiency of the two-layered forward Monte Carlo model. Specifically, a series of baseline Monte Carlo simulations are run ahead of time to generate a database of diffuse reflectance values for a two-layered medium for zero absorption and a wide range of scattering coefficients of the top and bottom layers. For each scattering coefficient pair (top and bottom layers), simulations were carried out for a range of thicknesses. Table 1 lists the reduced scattering coefficients and thicknesses of the top and bottom layers used in the baseline simulations to generate the Monte Carlo database for two- layered media.
Table 1
Scattering Coefficients and Thicknesses of the Top and Bottom Layers Used in the Baseline Simulations to Generate the Monte Carlo Database for Two-Layered Media
Top Layer Bottom Layer
Reduced scattering 3, 3.67, 4.48, 5.48, 6.69, 14, 17.11, 20.91, 25.56, coefficient, μs' (cm'1) 8.18, 10.00, 12.22, 14.94 31.24, 38.18, 46.67
Thickness (μm) 0, 50, 100, 150, 200, 250, 30 000
300, 350, 400, 500, 600, 700, 800
[0051] The anisotropy factor was 0.9, and the absorption coefficient was zero in all simulations. AH combinations of the listed parameters were used. A total of 819 independent simulations were run, each with 1 χ iθ7 incident photons. To reduce the variance of the detected diffuse reflectance, photons were collected over a ring area around the central axis of the illumination fiber, the radial thickness of which was equal to the diameter of the collection fiber. During each simulation, the path length of every detected photon in each of the two layers was recorded. The diffuse reflectance as a function of the radial distance of the photon's exit location was then scaled for a given absorption coefficient using Beer's law (which is a function of the absorption coefficient and the path length) and for the actual fiber collection area. Linear interpolation was used to calculate the diffuse reflectance for optical properties or thicknesses not contained in the database. The results were compared to those directly obtained from independent simulations to validate the accuracy of this approach.
[0052] The two-layered Monte Carlo-based process 116 produces the optical properties μa(λ) and μs(λ) of the deep layer 98 which is output at 120, and it calculates the thickness of the top tissue layer 102 which is also output at 118. [0053] While the method for measuring the optical properties of two tissue layers has been described with respect to the instrument shown in Fig. 9, It should be apparent that any of the above described instruments may be used. The choice in some cases will be determined by the particular clinical application and in other cases by the thickness of the two tissue layers being measured.
Claims
1. A reflectance instrument which comprises: a light source for producing light; illumination means for conveying the light to the surface of a subject to be examined such that the light may be applied to the surface of the subject at a plurality of incidence angles; collection means for collecting light emanating from the surface of the subject which is produced by light reflectance from within the subject and beneath the surface; a detector for measuring the collected light; and means for changing the incidence angle to enable a series of reflectance measurements of the subject to be made at different depths beneath the surface.
2. The reflectance instrument as recited in claim 1 in which the Illumination means includes a first illumination optical fiber having an end disposed against a first location on said surface; the means for changing alters the angle at which the first illumination optical fiber directs light at the surface; and the collection means includes a collection optical fiber having an end disposed to receive light from a second location on said surface.
3. The reflectance instrument as recited in claim 2 in which the collection means includes a plurality of said collection optical fibers, each having an end disposed to receive light from a corresponding different second locations on said surface.
4. The reflectance instrument as recited in claim 1 in which the illumination means includes a first optical fiber oriented such that the light is directed at the surface of the subject at a first incidence angle from a direction perpendicular to the surface, and a second optical fiber oriented such that light is directed at the surface of the subject at a second incidence angle from a direction perpendicular to the surface.
5. The reflectance instrument as recited in claim 4 in which the subject is tissue, the first incidence angle is substantially 15° and the second incidence angle is substantially 45°.
6. The reflectance instrument as recited in claim 4 in which the means for changing the incidence angle includes a switch for selectively coupling light from the light source to either the first or second optical fiber.
7. The reflectance instrument as recited in claim 6 in which the collection means includes an optical fiber having an end disposed against the surface.
8. The reflectance instrument as recited in claim 7 in which the end of the collection optical fiber is disposed between respective ends of the first and second illumination optical fibers.
9. A reflectance instrument which comprises: a light source for producing light; illumination means for conveying the light to the surface of a subject to be examined; collection means for collecting light emanating from the surface of the subject which is produced by light reflectance from within the subject and beneath the surface, such that light may be collected from the surface of the subject at a plurality of collection angles; a detector for measuring the collected light; and means for changing the collection angle to enable a series of reflectance measurements of the subject to be made at different depths beneath the surface.
10. The instrument as recited in claim 9 in which the collection means includes a first optical fiber having an end disposed against a first location on said surface; the means for changing alters the angle at which the first optical fiber receives light at the surface; and the illumination means includes an illumination optical fiber having an end disposed to direct light at a second location on said surface.
11. The instrument as recited in claim 10 in which the illumination means includes a plurality of said illumination optical fibers, each having an end disposed to direct light at a corresponding different second locations on said surface.
12. The instrument as recited in claim 9 in which the collection means includes a first optical fiber oriented such that the light is received from the surface of the subject at a first collection angle, and a second optical fiber oriented such that light is received from the surface of the subject at a second collection angle.
13. The instrument as recited in claim 12 in which the subject is tissue, the first collection angle is substantially 15° and the second collection angle is substantially 45° as measured from a direction perpendicular to the surface.
14. The instrument as recited in claim 12 in which the means for changing the collection angle includes a switch for selectively coupling light from either the first or second optical fiber to the detector.
15. The instalment as recited in claim 14 in which the illumination means includes an illumination optical fiber having an end disposed against the surface.
16. The instrument as recited in claim 15 in which the end of the illumination optical fiber is disposed between respective ends of the first and second optical fibers.
17. A method for calculating the scattering and absorption characteristics of two layers of tissue, the steps comprising: a) acquiring a first set of diffuse reflectance measurements from a top layer of said two layers of tissue using an instrument which limits the reflectance measurements to a shallow depth beneath the surface of the tissue; b) calculating the absorption coefficient μa and scattering coefficient με of the top layer of tissue using the measurements acquired in step a); c) acquiring a second set of diffuse reflectance measurements from a deeper layer of said two layers of tissue using an instrument which limits the reflectance measurements primarily to a depth below the top layer of tissue; and d) calculating the absorption coefficient μa and scattering coefficient μs of the deeper of said two tissue layers and the thickness of the top tissue layer using the top layer coefficients calculated in step b) and the diffuse reflectance measurements acquired in step c).
18. The method as recited in claim 17 in which step b) is performed using a single layer model of tissue and step d) is performed using a two layer model of tissue.
19. The method as recited in claim 18 in which the models used in steps b) and d) are Monte Carlo-based models.
20. A reflectance instrument which comprises: a first light source oriented to direct light at the surface of a subject to be examined; a first detector oriented to receive light reflected from the subject, the first light source and first detector being positioned on the surface of the subject to examine a first region at a shallow depth beneath the surface; a second light source oriented to direct light at the surface of the subject; a second detector oriented to receive light reflected from the subject, the second light source and second detector being positioned on the surface of the subject to examine a second region located beneath the first region.
21. The instrument as recited in claim 20 in which the first light source and first detector are aimed at a non-orthogonal angle with respect to the surface of the subject and the second light source and second detector are aimed at an orthogonal angle with respect to the surface of the subject.
22. The instrument as recited in claim 20 in which the second light source and second detector are spaced further apart from each other than the spacing between the first light source and the first detector.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP07751465A EP1988829A2 (en) | 2006-02-27 | 2007-02-26 | Depth-resolved reflectance instrument and method for its use |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US77719406P | 2006-02-27 | 2006-02-27 | |
US60/777,194 | 2006-02-27 |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2007100648A2 true WO2007100648A2 (en) | 2007-09-07 |
WO2007100648A3 WO2007100648A3 (en) | 2007-12-06 |
Family
ID=38459566
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2007/004705 WO2007100648A2 (en) | 2006-02-27 | 2007-02-26 | Depth-resolved reflectance instrument and method for its use |
Country Status (3)
Country | Link |
---|---|
US (1) | US7440659B2 (en) |
EP (1) | EP1988829A2 (en) |
WO (1) | WO2007100648A2 (en) |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP2259047A1 (en) | 2009-06-03 | 2010-12-08 | Koninklijke Philips Electronics N.V. | Reflectance spectrum measurement at various angles |
WO2017067545A1 (en) | 2015-10-20 | 2017-04-27 | Laser- Und Medizin-Technologie Gmbh, Berlin | Optically ascertaining the sun protection factor of sunscreens or other radiation protection agents |
DE102017108552A1 (en) * | 2017-04-21 | 2018-10-25 | ams Sensors Germany GmbH | Spectrometric measuring head with several transmission light entry windows |
US11202606B2 (en) | 2015-04-17 | 2021-12-21 | Koninklijke Philips N.V. | Detection of anisotropic biological tissue |
Families Citing this family (21)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2010515489A (en) * | 2007-01-05 | 2010-05-13 | マイスキン インコーポレイテッド | System, apparatus and method for imaging skin |
NL1036018A1 (en) * | 2007-10-09 | 2009-04-15 | Asml Netherlands Bv | A method of optimizing a model, a method of measuring a property, a device manufacturing method, a spectrometer and a lithographic apparatus. |
US20110105865A1 (en) * | 2008-04-24 | 2011-05-05 | Duke University | Diffuse reflectance spectroscopy device for quantifying tissue absorption and scattering |
US8301216B2 (en) * | 2008-12-23 | 2012-10-30 | The Regents Of The University Of California | Method and apparatus for quantification of optical properties of superficial volumes using small source-to-detector separations |
US8730467B2 (en) * | 2009-05-28 | 2014-05-20 | Indatech | Spectroscopic probe and method for detecting an inhomogeneity |
US9091637B2 (en) | 2009-12-04 | 2015-07-28 | Duke University | Smart fiber optic sensors systems and methods for quantitative optical spectroscopy |
US7884933B1 (en) | 2010-05-05 | 2011-02-08 | Revolutionary Business Concepts, Inc. | Apparatus and method for determining analyte concentrations |
EP2466292B1 (en) * | 2010-10-29 | 2017-12-13 | F. Hoffmann-La Roche AG | System for performing scattering and absorbance assays |
GB2496690A (en) * | 2011-11-21 | 2013-05-22 | Univ Strathclyde | Measurement apparatus and method with variable path lengths and variable reflective surfaces |
DE102012007190B4 (en) * | 2012-04-12 | 2013-11-21 | Hochschule Trier - Trier University of Applied Sciences | Method and device for determining the concentration distribution of one or more substances in a sample |
CN106415359B (en) * | 2014-05-30 | 2021-01-26 | 索尼公司 | Illumination device, method and medical imaging system |
WO2016106350A1 (en) | 2014-12-23 | 2016-06-30 | Bribbla Dynamics Llc | Confocal inspection system having non-overlapping annular illumination and collection regions |
CN107430263B (en) * | 2014-12-23 | 2020-12-01 | 苹果公司 | Confocal inspection system with average illumination path and average collection path |
EP3213053B1 (en) * | 2014-12-23 | 2019-08-28 | Apple Inc. | Optical inspection system and method including accounting for variations of optical path length within a sample |
EP3111842A1 (en) | 2015-06-30 | 2017-01-04 | Nokia Technologies Oy | An apparatus comprising a light detector, a light source and optics |
KR102573739B1 (en) | 2016-04-21 | 2023-08-31 | 애플 인크. | Optical system for reference switching |
US20180289263A1 (en) * | 2017-03-30 | 2018-10-11 | Nan M. Jokerst | Devices and methods for endoscopic optical assessment of tissue histology |
WO2020102442A1 (en) * | 2018-11-13 | 2020-05-22 | Enspectra Health, Inc. | Methods and systems for generating depth profiles |
US20220364924A1 (en) * | 2021-05-14 | 2022-11-17 | Samsung Electronics Co., Ltd. | Method and electronic device for detecting wearing using polarization |
WO2023210521A1 (en) * | 2022-04-27 | 2023-11-02 | 国立研究開発法人産業技術総合研究所 | Optical characteristic value measurement device and optical characteristic value measurement method |
FR3144285A1 (en) * | 2022-12-27 | 2024-06-28 | Commissariat A L'energie Atomique Et Aux Energies Alternatives | Process for analyzing an object comprising several superimposed layers, by optical reflectance measurements. |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2002024048A2 (en) * | 2000-09-25 | 2002-03-28 | Vital Medical Ltd. | Apparatus and method for monitoring tissue vitality parameters |
US20050143663A1 (en) * | 2001-12-19 | 2005-06-30 | Quan Liu | Depth-resolved fluorescence instrument with angled excitation |
Family Cites Families (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5630423A (en) * | 1996-01-31 | 1997-05-20 | Wang; Lihong | Method of measuring tissue optical properties using an optical beam of oblique incidence and uses thereof |
US6571118B1 (en) * | 1998-05-04 | 2003-05-27 | Board Of Regents, The University Of Texas System | Combined fluorescence and reflectance spectroscopy |
US6678541B1 (en) * | 1998-10-28 | 2004-01-13 | The Governmemt Of The United States Of America | Optical fiber probe and methods for measuring optical properties |
US6353226B1 (en) * | 1998-11-23 | 2002-03-05 | Abbott Laboratories | Non-invasive sensor capable of determining optical parameters in a sample having multiple layers |
US6639674B2 (en) * | 2000-03-28 | 2003-10-28 | Board Of Regents, The University Of Texas System | Methods and apparatus for polarized reflectance spectroscopy |
JP3908472B2 (en) * | 2001-03-13 | 2007-04-25 | 株式会社東芝 | Film thickness measuring method and level difference measuring method |
US6825928B2 (en) * | 2001-12-19 | 2004-11-30 | Wisconsin Alumni Research Foundation | Depth-resolved fluorescence instrument |
US7570988B2 (en) * | 2005-05-02 | 2009-08-04 | Wisconsin Alumni Research Foundation | Method for extraction of optical properties from diffuse reflectance spectra |
-
2007
- 2007-02-20 US US11/708,211 patent/US7440659B2/en active Active
- 2007-02-26 EP EP07751465A patent/EP1988829A2/en not_active Withdrawn
- 2007-02-26 WO PCT/US2007/004705 patent/WO2007100648A2/en active Application Filing
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2002024048A2 (en) * | 2000-09-25 | 2002-03-28 | Vital Medical Ltd. | Apparatus and method for monitoring tissue vitality parameters |
US20050143663A1 (en) * | 2001-12-19 | 2005-06-30 | Quan Liu | Depth-resolved fluorescence instrument with angled excitation |
Non-Patent Citations (4)
Title |
---|
HATTERY D ET AL: "Measuring oral inflammation in vivo with diffuse reflectance spectroscopy" SECOND JOINT EMBS-BMES CONFERENCE 2002. CONFERENCE PROCEEDINGS. 24TH. ANNUAL INTERNATIONAL CONFERENCE OF THE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL FALL MEETING OF THE BIOMEDICAL ENGINEERINGSOCIETY. HOUSTON, TX, OCT. 23 - 26, 2002, ANNUA, vol. VOL. 1 OF 3. CONF. 24, 23 October 2002 (2002-10-23), pages 2243-2244, XP010618420 ISBN: 0-7803-7612-9 * |
LIU Q ET AL: "SEQUENTIAL ESTIMATION OF OPTICAL PROPERTIES OF A TWO-LAYERED EPITHELIAL TISSUE MODEL FROM DEPTH-RESOLVED ULTRAVIOLET-VISIBLE DIFFUSE REFLECTANCE SPECTRA" APPLIED OPTICS, OSA, OPTICAL SOCIETY OF AMERICA, WASHINGTON, DC, US, vol. 45, no. 19, 1 July 2006 (2006-07-01), pages 4776-4790, XP001243945 ISSN: 0003-6935 * |
PALMER G M ET AL: "MONTE CARLO-BASED INVERSE MODEL FOR CALCULATING TISSUE OPTICAL PROPERTIES. PART I: THEORY AND VALIDATION ON SYNTHETIC PHANTOMS" APPLIED OPTICS, OSA, OPTICAL SOCIETY OF AMERICA, WASHINGTON, DC, US, vol. 45, no. 5, 10 February 2006 (2006-02-10), pages 1062-1071, XP001239200 ISSN: 0003-6935 * |
See also references of EP1988829A2 * |
Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP2259047A1 (en) | 2009-06-03 | 2010-12-08 | Koninklijke Philips Electronics N.V. | Reflectance spectrum measurement at various angles |
WO2010140085A1 (en) | 2009-06-03 | 2010-12-09 | Koninklijke Philips Electronics N.V. | Reflectance spectrum measurement at various angles |
US11202606B2 (en) | 2015-04-17 | 2021-12-21 | Koninklijke Philips N.V. | Detection of anisotropic biological tissue |
WO2017067545A1 (en) | 2015-10-20 | 2017-04-27 | Laser- Und Medizin-Technologie Gmbh, Berlin | Optically ascertaining the sun protection factor of sunscreens or other radiation protection agents |
US11137347B2 (en) | 2015-10-20 | 2021-10-05 | Courage + Khazaka Electronic Gmbh | Optically ascertaining the sun protection factor of sunscreens or other radiation protection agents |
DE102017108552A1 (en) * | 2017-04-21 | 2018-10-25 | ams Sensors Germany GmbH | Spectrometric measuring head with several transmission light entry windows |
DE102017108552B4 (en) * | 2017-04-21 | 2018-11-15 | ams Sensors Germany GmbH | Spectrometric measuring head with several transmission light entry windows |
Also Published As
Publication number | Publication date |
---|---|
EP1988829A2 (en) | 2008-11-12 |
US7440659B2 (en) | 2008-10-21 |
WO2007100648A3 (en) | 2007-12-06 |
US20070201788A1 (en) | 2007-08-30 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US7440659B2 (en) | Depth-resolved reflectance instrument and method for its use | |
EP2501288B1 (en) | Method and apparatus for analysis of turbid media via single-element detection using structured illumination | |
US7570988B2 (en) | Method for extraction of optical properties from diffuse reflectance spectra | |
US7751039B2 (en) | Optical assay system for intraoperative assessment of tumor margins | |
CA2440637C (en) | Method and an arrangement for the determination of the optical properties of a multi-layered tissue | |
US8301216B2 (en) | Method and apparatus for quantification of optical properties of superficial volumes using small source-to-detector separations | |
CN101612034B (en) | Time-resolved measurement system and method for reconstructing optical parameters of turbid media | |
AU2007211061A1 (en) | Method and apparatus for measurement of optical properties in tissue | |
KR20080043843A (en) | Combined visual-optic and passive infrared technologies and the corresponding system for detection and idetification of skin cancer precursors, nevi and tumors for early diagnosis | |
Jiang et al. | Trans-rectal ultrasound-coupled near-infrared optical tomography of the prostate Part II: Experimental demonstration | |
Sung et al. | Accurate extraction of optical properties and top layer thickness of two-layered mucosal tissue phantoms from spatially resolved reflectance spectra | |
US20020165456A1 (en) | Estimation of the average size of white light scatterers in normal and cancerous tissue using light scattering spectrum | |
EP2001352A2 (en) | Monte carlo based model of fluorescence in turbid media and methods and systems for using same to determine intrinsic fluorescence of turbid media | |
WO2015109127A1 (en) | Angled confocal spectroscopy | |
WO2000020843A1 (en) | Method and apparatus for measuring locally and superficially the scattering and absorption properties of turbid media | |
Wang et al. | Measurement of internal tissue optical properties at ultraviolet and visible wavelengths: Development and implementation of a fiberoptic-based system | |
Wax et al. | Nuclear morphology measurements with angle‐resolved low coherence interferometry for application to cell biology and early cancer detection | |
Fawzi et al. | Determination of the optical properties of a two-layer tissue model by detecting photons migrating at progressively increasing depths | |
WO2007060583A2 (en) | Method and apparatus for determining concentrations of analytes in a turbid medium | |
CN115397337A (en) | Hemoglobin concentration measuring system, transvaginal probe, attachment, and hemoglobin concentration measuring method | |
CN108780041B (en) | Portable optical device for diffuse reflectance spectroscopy | |
WO2009037644A2 (en) | Method and apparatus for estimating the content of an analyte in a multi-layer medium | |
WO2012127378A1 (en) | An apparatus for optical analysis of an associated tissue sample | |
Bevilacqua et al. | Superficial tissue optical property determination using spatially resolved measurements close to the source: comparison with frequency-domain photon migration measurements | |
CN117990624A (en) | Biological tissue component information measurement method based on time domain broad spectrum measurement |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
121 | Ep: the epo has been informed by wipo that ep was designated in this application | ||
WWE | Wipo information: entry into national phase |
Ref document number: 2007751465 Country of ref document: EP |
|
NENP | Non-entry into the national phase |
Ref country code: DE |