Patent Application
20210298603
Traditional surgical techniques and apparatus have utilized independent systems and components for imaging and manipulating tissue. For example, a first system may be used to image the area in which the surgical technique is to be performed, while separate systems may be used to coagulate and cut the tissue.
The use of multiple independent systems can reduce the accuracy of the procedure, as the surgeon is not able to manipulate the tissue in spatial and/or temporal registration with preferred tissue visualization. In addition, the use of separate systems for independent functions performed during surgical procedures can result in increased surgical times as each system must be introduced and withdrawn from the surgical site, increasing patient morbidity and mortality. Other issues arising from the use of multiple surgical systems include limited access to surgical sites for multiple systems and increased costs.
Traditional systems and techniques may also use mechanical components for tissue manipulation that can lead to trauma to surrounding tissues and longer recovery times for patients. In addition, the inability to concurrently image and cut has resulted in the inability to perform certain operations, or to perform operations inadequately requiring repeat procedures in the future.
Many neurologic cancer surgeries require specialized tools that enhance imaging for precise cutting and removal of tumor cells and tissues without damage to adjacent benign structures. For example, brain tumors are accessible via the ventricles but inoperable because the surgeon cannot concurrently image the boundary between tumor and healthy tissue and establish a safe margin. Although prestaging imaging and surgical operating procedures have improved considerably over the last two decades, rate of successful outcomes (i.e., cancer-free patients) have not meaningfully improved. A leading hypothesis for the existing high recurrence rate and corresponding poor outcomes is that cancer cells are being left within the patient due to improper selection of tumor margins. Current methods utilized for tumor margin selection using traditional biopsy during surgery are limited and time-consuming. Current practice requires the surgeon to physically label tissue regions for biopsy, perform the biopsy, manually transfer tissue to a pathology laboratory, creation of frozen sections and sectioning, staining the frozen section, diagnostic observation of frozen tissue sections under a microscope by a cancer pathologist and finally oral communication of the diagnostic results back to the surgeon—a process that requires about thirty minutes and is disruptive to the surgeon's preferred workflow.
Accordingly, systems and methods are desired that overcome these and other limitations associated with existing systems and methods.
Exemplary embodiments of the present disclosure include systems and methods capable of imaging and manipulating tissue using light, including for example, coagulating and breaking the molecular bonds (e.g. cutting) tissue. Particular embodiments may be configured for use in neurosurgery, ear, nose and throat (ENT) procedures, obstetrics, gynecology, gastroenterology, lung procedures, peripheral nerve surgery, or other applications.
Exemplary embodiments utilize advantages of light energy to image and manipulate tissue, including simultaneously imaging and manipulation in some embodiments. For example, light has the capacity to transmit large amounts of encoded information (e.g. 300 THz) at sub-cellular spatial scales (1 μm). In addition, light can penetrate epithelial tissue layers without an incision, since light can modify a desired target by photon absorption or photon momentum transfer (scattering). Particular embodiments utilize optical coherence tomography (OCT) and/or multiphoton luminescence (MPL) systems and components to image the tissue, and lasers to provide light for manipulating tissue, including coagulating and breaking the molecular bonds of tissue.
Exemplary embodiments of the present disclosure integrate three novel laser technologies for imaging, coagulation (e.g. blood flow interruption) and tissue removal (e.g. tissue “cutting”) and inspire a new surgical paradigm. Capability for image-guided high speed tissue removal with a cutting precision of a few cell layers is unprecedented in the surgical arts. Exemplary embodiments will allow access to remove previously inoperable tumors and other pathologic tissues in small confined spaces. Accordingly, surrounding nerves, specialized muscles and important glands can be spared, thereby substantially improving a patient's prognosis following surgery.
Exemplary embodiments may be utilized for surgical removal of many complex lesions in close proximity with specialized nerves, muscles, glands, and other normal organs and supporting structures. For example, endometriosis is frequently associated with the ovary, bowel and bladder, and other abdominal structures, and removal using conventional surgical procedures poses a risk of diminishing the longevity of fertility to the female patient due to a loss of ovum or eggs, or contamination of the abdomen with feces or urine. Exemplary embodiments may rapidly safely, and more precisely remove ovarian lesions sparing normal ovarian follicles, and remove endometrial tissue without the risk of bacterial contamination of the sterile abdominal cavity.
Certain embodiments include a system comprising: a first light source configured to provide a signal for use in imaging tissue when the first light source is incident upon tissue; a second light source configured to coagulate tissue (e.g. surrounding blood vessels); and a third light source configured to break molecular bonds of tissue coagulated by the second light source when the third light source is incident upon tissue. In particular embodiments, the first light source, the second light source and the third light source emit light through a single fiber (or larger structures such as an endoscope or laproscope) at the same instance. In some embodiments, the first light source, the second light source and the third light source emit light through a single fiber (or larger structures such as an endoscope or laproscope) at different times. In some embodiments the single fiber may be a component of an endoscope or laproscope. In specific embodiments, the signal obtained from the first light source is used to orient or position the light source(s) used to perform the blood flow interruption and tissue removal functions. In some embodiments, the blood flow interruption (e.g. coagulation) and tissue removal functions may be performed by a separate second and third light source, while in other embodiments, the blood flow interruption and tissue removal functions may be performed by the same light source (e.g. the second light source).
In particular embodiments, the first light source may comprise an OCT light source. In other embodiments, the first light source may comprise a short pulsed light source suitable for MPL, and in still other embodiments, the first light source may be utilized for both OCT and MPL. In certain embodiments, the third light source can be a diode laser seeded fiber amplified source, and in particular embodiments, the diode laser seeded fiber amplified source can be configured to emit energy in a range of wavelengths from 1800 nm to 2200 nm. In some embodiments, the diode laser seeded fiber amplified source can be configured to emit energy having a pulse profile, a pulse energy, and a pulse repetition rate. In particular embodiments, at least one of the pulse profile, pulse energy and pulse repetition rate can be controlled to adjust a tissue removal rate.
In certain embodiments, the third light source can be a tunable semiconductor laser seeded fiber amplified source, and in particular embodiments the tunable semiconductor laser seeded fiber amplified source can be configured to emit energy in a range of wavelengths from 1800 nm to 2200 nm. In some embodiments, the tunable semiconductor laser seeded fiber amplified source can be configured to emit energy having a pulse profile, a pulse energy, and a pulse repetition rate. In specific embodiments, at least one of the pulse profile, pulse energy and pulse repetition rate can be controlled to adjust a tissue removal rate.
In certain embodiments, the third light source can be configured to break molecular bonds of tissue coagulated by the second light source when the third light source is incident upon tissue. In particular embodiments, the third light source can be configured to alter the quaternary structure of proteins of tissue when the third light source is incident upon tissue.
In particular embodiments, the signal(s) obtained from the first light source is (are) input into a computer processor. In some embodiments, the computer processor provides output data used to control an orientation or position of the second light source and the third light source. In some embodiments, the computer processor provides output data used to control pulse profile, pulse energy and pulse repetition rate of the third light source. In certain embodiments, the second light source is a laser that emits energy in a range of wavelengths that are absorbed by blood. In specific embodiments, the blood comprises a mixture of oxy-hemoglobin, deoxy-hemoglobin and water. In some embodiments, the blood contains hemoglobin that comprises pure oxy-hemoglobin. In certain embodiments, the blood contains hemoglobin that comprises pure deoxy-hemoglobin. In particular embodiments, the second light source is a ytterbium fiber laser, a yttrium aluminum garnet (YAG) laser, a frequency-doubled ytterbium fiber laser, a frequency-doubled YAG laser, a dye laser, or a Tm fiber laser.
In certain embodiments, the second light source can be a frequency-doubled ytterbium fiber laser. In particular embodiments, the third light source can be a Tm doped fiber master oscillator power amplifier (MOPA). In some the Tm doped MOPA seed laser is can be a semiconductor diode laser. In specific embodiments, the seed laser can be a tunable laser.
In certain embodiments, the second light source is configured to emit energy in a range of wavelengths including 532 nm, 585 nm, 1064 nm and/or 1940 nm, and in particular embodiments, the second light source is configured to emit energy in a range of wavelengths from 350 nm to 2200 nm.
In some embodiments, the optical coherence tomography light source is configured as a swept source optical coherence tomography light source. In specific embodiments, the optical coherence tomography light source is configured as a broadband optical coherence tomography light source. In some embodiments, the first light source comprises a multiphoton luminescence light source, and in particular embodiments the first light source comprises an optical coherence tomography light source and a multiphoton luminescence light source. In certain embodiments, the second light source is configured to emit energy at an amplitude and frequency sufficient to modify at least quaternary structure of tissue proteins without substantially breaking the molecular bonds of the tissue. In particular embodiments, the third light source is a laser configured to emit energy at an amplitude and frequency sufficient to break molecular bonds of tissue.
Specific embodiments include a system comprising: an imaging light source configured to provide data for use in imaging tissue when the first light source is incident upon tissue; a coagulating light source configured to emit coagulating light to coagulate tissue when the coagulating light is incident upon tissue; and a bond-breaking light source configured to emit bond-breaking light to break molecular bonds of tissue coagulated by the second light source when the bond-breaking light source is incident upon tissue. In some embodiments, the imaging light source comprises an optical coherence or a multiphoton luminescence light source, and in particular embodiments the imaging light source comprises an optical coherence tomography light source and a multiphoton luminescence light source.
In certain embodiments, the coagulating light and the bond-breaking light originate from a common light source. In particular embodiments, the common light source is a diode laser seeded fiber amplified source. In some embodiments, the diode laser seeded amplified source can be configured to emit energy in a range of wavelengths from 1800 nm to 2200 nm. In specific embodiments, the diode seeded fiber amplified source can be configured to emit energy having a pulse profile, a pulse energy, and a pulse repetition rate. In certain embodiments, at least one of the pulse profile, pulse energy and pulse repetition rate can be controlled to adjust tissue coagulation. In certain embodiments, at least one of the pulse profile, pulse energy and pulse repetition rate can be controlled to adjust a tissue removal rate.
In specific embodiments, the common light source can be a tunable semiconductor laser seeded fiber amplified source. In particular embodiments, the tunable semiconductor laser seeded fiber amplified source can be configured to emit energy in a range of wavelengths from 1800 nm to 2200 nm. In some embodiments, the tunable semiconductor laser seeded fiber amplified source can be configured to emit energy having a pulse profile, a pulse energy, and a pulse repetition rate. In specific embodiments, at least one of the pulse profile, pulse energy and pulse repetition rate can be controlled to adjust a tissue coagulation rate. In specific embodiments, at least one of the pulse profile, pulse energy and pulse repetition rate can be controlled to adjust a tissue removal rate. In certain embodiments, the bond-breaking light source can be configured to break molecular bonds of tissue coagulated by the coagulating light source when the bond-breaking light source is incident upon tissue.
In particular embodiments, the coagulating light source and the bond-breaking light source originate from a common light source at the same instance during use. In some embodiments, the coagulating light source and the bond-breaking light source originate from a common light source at different times during use. In specific embodiments, the coagulating light source and the bond-breaking light source originate from separate light sources.
Exemplary embodiments include a method of manipulating tissue, in which the method comprises: obtaining initial image signals of a first portion of tissue, wherein a first light source is incident on the first portion of tissue; positioning a second light source on a second portion tissue, wherein the second light source coagulates the second portion of tissue; and breaking molecular bonds of a third portion of tissue via light energy. In some embodiments, the first light source comprises an optical coherence or a multiphoton luminescence light source, and in particular embodiments the first light source comprises an optical coherence tomography light source and a multiphoton luminescence light source.
In certain embodiments, the second portion of tissue comprises the first portion of tissue and the third portion of tissue. Some embodiments further comprise obtaining additional image data of the first portion of tissue after positioning the second light source on the second portion of tissue and before breaking the molecular bonds of the first portion of tissue. In specific embodiments, the light energy used to break the molecular bonds of the third portion of tissue is emitted from a third light source. In certain embodiments, the first light source, the second light source and the third light source emit light through a single fiber or larger structures such as an endoscope or laproscope. In specific embodiments, the single fiber can be a component of an endoscope or laproscope. In particular embodiments, the light energy used to break the molecular bonds of the third portion of tissue is emitted from the second light source.
Exemplary embodiments include a method of modifying tissue, in which the method comprises: directing light energy to a first portion of tissue and recording image signals of the first portion of tissue; directing light energy to a second portion of tissue and coagulating the second portion of tissue; and directing light energy to a third portion of tissue and breaking molecular bonds of the third portion of tissue. In some embodiments, directing light energy to a first portion of tissue comprises directing light energy from an optical coherence tomography light source or a multiphoton luminescence light source. In particular embodiments, directing light energy to a first portion of tissue comprises directing light energy from an optical coherence tomography light source and a multiphoton luminescence light source. In certain embodiments, the second portion of tissue comprises the first portion of tissue and the third portion of tissue.
In particular embodiments, the light energy directed to the first portion of tissue is emitted from a first light source and the light energy directed to the second and third portions of tissue originate from a common light source. In some embodiments, the light energy directed to the first portion of tissue is emitted from a first light source; the light energy directed to the second portion of tissue is emitted from a second light source; and the light energy directed to the third portion of tissue is emitted from a third light source.
Exemplary embodiments include a method of modifying tissue, in which the method comprises: positioning a first light source such that the first light source is incident on a first portion of tissue; obtaining initial image signals of the first portion of tissue; positioning a second light source such that the second light source is incident on a second portion of tissue, wherein the second light source coagulates the second portion of tissue; and breaking molecular bonds of a third portion of tissue. In some embodiments, the first light source comprises an optical coherence or a multiphoton luminescence light source, and in particular embodiments the first light source comprises an optical coherence tomography light source and a multiphoton luminescence light source. In some embodiments, imaging the first portion of tissue comprises directing light energy from an optical coherence tomography light source or a multiphoton luminescence light source to the first portion of tissue.
Certain embodiments include a method of modifying tissue, in which the method comprises: imaging a first portion of tissue; coagulating a second portion of tissue with light energy; and breaking molecular bonds of a third portion of tissue with light energy. In some embodiments, imaging the first portion of tissue comprises directing light energy from an optical coherence tomography light source or a multiphoton luminescence light source to the first portion of tissue. In certain embodiments, imaging the first portion of tissue comprises directing light energy from an optical coherence tomography light source and a multiphoton luminescence light source to the first portion of tissue. In particular embodiments, the first portion of tissue, the second portion of tissue, and the third portion of tissue contain common tissue. In certain embodiments, the first portion of tissue includes the second portion of tissue and the third portion of tissue. In particular embodiments, the light energy used for coagulating the second portion of tissue and the light energy used for breaking molecular bonds originate from a common light source. In some embodiments, the light energy used for coagulating the second portion of tissue and the light energy used for breaking molecular bonds originate from separate light sources.
Certain embodiments include a system comprising: a first light source configured to provide data for use in imaging tissue when the first light source is incident upon tissue; and a second light source configured to coagulate tissue and configured to break molecular bonds of when the second light source is incident upon tissue. In some embodiments, the first light source comprises an optical coherence or a multiphoton luminescence light source, and in particular embodiments the first light source comprises an optical coherence tomography light source and a multiphoton luminescence light source. In particular embodiments, the first light source and the second light source are configured emit light through a single fiber at the same instance. In some embodiments, the single fiber can be a component of an endoscope or laproscope. In specific embodiments, the first light source and the second light source are configured to emit light through a single fiber at different times. In particular embodiments, the single fiber can be a component of an endoscope or laproscope. In some embodiments, the data obtained from the first light source can be used to orient or position the second light source and the third light source. In specific embodiments, the data obtained from the first light source can be an input into a computer processor.
In certain embodiments, the computer processor can provide output data used to control an orientation or position of the second light source. In particular embodiments, the second light source is a laser that emits energy in a range of wavelengths that are absorbed by blood. In specific embodiments, the blood comprises a mixture of oxy-hemoglobin, deoxy-hemoglobin and water. In some embodiments, the blood comprises pure oxy-hemoglobin. In particular embodiments, the blood comprises pure deoxy-hemoglobin. In certain embodiments, the second light source can be a Tm doped fiber MOPA. In particular embodiments, the second light source can be a tunable Tm doped fiber MOPA. In particular embodiments, the second light source can be configured to emit energy in a range of wavelengths including 1940 nm. In certain embodiments, the second light source can be configured to emit energy in a range of wavelengths from 450 nm to 2200 nm. In particular embodiments, the first light source can be configured as a swept source optical coherence tomography light source. In some embodiments, the first light source can be configured as a broadband optical coherence tomography light source such as a superluminescent diode. In certain embodiments, the first light source may comprise a MPL light source, and particular embodiments, the first light source may comprise both OCT and MPL light sources. In specific embodiments, the second light source can be configured to emit energy at an amplitude and frequency sufficient to modify at least quaternary structure of tissue proteins and sufficient to break the molecular bonds of the tissue.
Certain embodiments include a tissue processing system comprising: a vacuum-assisted processing chamber configured to receive a tissue sample; a first micro-position actuator configured to position the tissue sample within the vacuum-assisted processing chamber; a second micro-position actuator configured to position the tissue sample within the vacuum-assisted processing chamber; and a laser configured to remove a portion of the tissue sample within the vacuum-assisted processing chamber. In particular embodiments, the laser is a femtosecond pulsed laser. In some embodiments, the first micro-position actuator and the second micro-position actuators are orthogonal to each other. In specific embodiments, the tissue-processing chamber comprises phosphate buffered saline, and in come embodiments the tissue-processing chamber comprises an optically transparent window. In certain embodiments, the tissue-processing chamber is disposable.
In particular embodiments, the tissue-processing chamber comprises a first self-sealing septum to form a water-tight seal for engagement of the first micro-position actuator; and the tissue-processing chamber comprises a second self-sealing septum to form a water-tight seal for engagement of the second micro-position actuator. In some embodiments, the first micro-position actuator comprises a needle configured to pierce the first self-sealing septum, and the second micro-position actuator comprises a needle configured to pierce the second self-sealing septum.
In specific embodiments, the first micro-position actuator is coupled to a first stepper motor, and the second micro-position actuator is coupled to a second stepper motor. In certain embodiments, the first and second stepper motors can be operated to rotate the tissue sample within the vacuum-assisted processing chamber.
Particular embodiments include a method for analyzing tissue, where the method comprises: harvesting a tissue sample from a specimen via a vacuum-assisted instrument; transporting the tissue sample through a positive-pressure fluidic channel to a tissue processing chamber; cutting a section from the tissue sample; performing a multiphoton luminescence—optical coherence tomography (MPL-OCT) optical assay on the section; and processing data from the MPL-OCT optical assay. In some embodiments, the time elapsed between harvesting the tissue sample and processing data from the MPL-OCT optical assay is less than five minutes. In specific embodiments, a field programmable gate array (FPGA) processes from the MPL-OCT optical assay. In certain embodiments, processing data from the MPL-OCT optical assay comprises establishing a tumor margin within the section of the tissue sample. In some embodiments, the tumor margin comprises overlaying a first image of the section and a second image of the section. In specific embodiments, the section is approximately 500 μm thick. In particular embodiments, the MPL-OCT optical assay is performed on a first side of the section and a second side of the section. In some embodiments, the tissue sample is between 1.0 and 4.0 cubic millimeters in volume. In certain embodiments, the vacuum-assisted instrument is integrated into a scalpel. In particular embodiments, the vacuum-assisted instrument is integrated into a cautery.
In the following, the term “coupled” is defined as connected, although not necessarily directly, and not necessarily mechanically.
The use of the word “a” or “an” when used in conjunction with the term “comprising” in the claims and/or the specification may mean “one,” but it is also consistent with the meaning of “one or more” or “at least one.” The term “about” means, in general, the stated value plus or minus 5%. The use of the term “or” in the claims is used to mean “and/or” unless explicitly indicated to refer to alternatives only or the alternative are mutually exclusive, although the disclosure supports a definition that refers to only alternatives and “and/or.”
The terms “comprise” (and any form of comprise, such as “comprises” and “comprising”), “have” (and any form of have, such as “has” and “having”), “include” (and any form of include, such as “includes” and “including”) and “contain” (and any form of contain, such as “contains” and “containing”) are open-ended linking verbs. As a result, a method or device that “comprises,” “has,” “includes” or “contains” one or more steps or elements, possesses those one or more steps or elements, but is not limited to possessing only those one or more elements. Likewise, a step of a method or an element of a device that “comprises,” “has,” “includes” or “contains” one or more features, possesses those one or more features, but is not limited to possessing only those one or more features. Furthermore, a device or structure that is configured in a certain way is configured in at least that way, but may also be configured in ways that are not listed.
Other objects, features and advantages of the present invention will become apparent from the following detailed description. It should be understood, however, that the detailed description and the specific examples, while indicating specific embodiments of the invention, are given by way of illustration only, since various changes and modifications within the spirit and scope of the invention will be apparent to those skilled in the art from this detailed description.
The patent or application file contains at least one drawing executed in color. Copies of this patent or patent application publication with color drawing(s) will be provided by the Office upon request and payment of the necessary fee.
The following drawings form part of the present specification and are included to further demonstrate certain aspects of the present disclosure. The invention may be better understood by reference to one of these drawings in combination with the detailed description of specific embodiments presented herein.
Exemplary embodiments of the present disclosure include systems and methods that utilize light to image tissue, coagulate tissue (e.g. blood vessels), and break molecular bonds of (e.g. cut) the tissue. In certain embodiments, the light used to perform each of these tasks may be produced by independent and separate components, including for example, lasers. In other embodiments, a single component (e.g. laser) may be configured to produce light energy that is used to perform multiple tasks, including coagulating the tissue and breaking molecular bonds of the tissue. It is understood that the embodiments described herein are merely exemplary, and that other embodiments are included within the scope of the invention.
As used herein, the term “coagulate” (and related terms, such as “coagulating”, “coagulation”, etc.) is used to refer to a process of interrupting blood flow (e.g. by damaging blood vessels so that when cut, blood does not flow outside the tissue) and rearranging and/or restructuring molecular bonds in tissue without completely breaking a majority of the molecular bonds. Also as used herein, the term “cut” (and related terms such as “cutting”, etc.) is used to refer to a process of breaking the molecular bonds in tissue.
As used herein, the term “light source” is understood to include any source of electromagnetic radiation, including for example, a laser. It is also understood that a “first light source” and a “second light source” may originate from a single laser. For example, a laser configured for operating under a first set of parameters (e.g. wavelength, amplitude, continuous wave or continuous pulse mode) may be considered a “first light source”, while the same laser configured for operating under a second set of parameters may be considered a “second light source.”
Referring now to
In addition, second light 200 source can be configured to emit light 210 and coagulate tissue 350 when second light 200 source is incident upon tissue 350. Also shown in system 50, third light source 300 can be configured to emit light 310 and break molecular bonds of tissue 350 coagulated by second light source 200 when third light source 300 is incident upon tissue 350.
In certain embodiments, system 50 can be configured such that first light source 100, second light source 200 and third light source 300 emit light through a single fiber 500 (e.g. a photonic crystal fiber) at the same instance (e.g. simultaneously) or at different times during use. In particular embodiments, a signal 190 obtained from first light source 100 can be used to orient or position second light source 200 and third light source 300 (and/or to orient or position light emitted from second light source 200 and third light source 300). In particular embodiments, the signal 190 obtained from first light source 100 can be an input into a computer processor 360.
In particular embodiments, computer processor 360 provides output data 620 to scanning optics control module 630 used to control an orientation or position of second light source 200 and third light source 300 (or an orientation or position of light emitted from such light sources). In certain embodiments, signals from first light source 100 may also be used to control pulse duration, pulse energy or pulse repetition rate of either second light source 200 or third light source 300.
In exemplary embodiments, first light source 100 can produce near-infrared light, and the use of relatively long wavelength light allows deeper penetration into the scattering medium such as tissue 350. In a particular embodiment, first light source 100 can be configured to provide light at a wavelength of approximately 1310 nm.
As light in sample path 120 is directed at tissue 350, a small portion of this light that reflects from sub-surface features of tissue 350 is collected. During operation, a significant portion of light in sample path 120 is not reflected but, rather, backscatters from the sample. Although backscattered light contributes background that obscures an image in conventional imaging, this light can be used beneficially in OCT systems via interferometry. For example, balanced detector 155 can be used to record the optical path length of received photons, allowing rejection of most photons that multiply scatter in the tissue before detection. This can allow recording three-dimensional images of thick samples to be constructed by rejecting background signal while collecting light directly reflected from regions of interest in tissue 350. In exemplary embodiments, OCT imaging is generally limited to one to two millimeters below the surface in scattering biological tissue 350. At greater depths, the proportion of light that returns to the collection aperture with a single backscattering event is reduced making detection more challenging.
In embodiments in which first light source 100 comprises a MPL light source for, as light in sample path 120 is directed at tissue 350, a small portion of this light that is an endogenous fluorescence emission from sub-surface features of tissue 350 is collected. By collecting this endogenous multi-photon fluorescent emission signal, specific tissue components can be detected.
In certain embodiments, second light source 200 is a laser that emits energy in a range of wavelengths, including those that are absorbed by blood. In certain instances, the blood may comprise pure deoxy-hemoglobin and water, pure oxy-hemoglobin and water, or a mixture of oxy-hemoglobin, deoxy-hemoglobin and water.
In some embodiments, third light source 300 may emit light in a range between approximately 600 nm and 2200 nm. Light source 300 may also be used in conjunction with an amplifier 305, which in some embodiments may be a dispersion compensated chirped pulse amplifier. In particular embodiments, light emitted from light source 300 may pass through a half wave plate 315 prior to amplifier 305.
During operation, system 50 can therefore direct light configured to image, coagulate, and break molecular bonds (e.g. cut) of tissue 350. Specifically, light 110 from light source 100, light 210 from light source 200, and light 310 from light source 300 can allow a user to respectively image, coagulate, and break molecular bonds of tissue 350 in a single system without changing systems.
This can provide for numerous advantages over existing systems. For example, a user may be able to more accurately image, coagulate and cut tissue when the user does not have to utilize separate systems to perform separate functions during a surgical procedure. The accuracy may be improved, for example, because the user is not required to remove an imaging component from the site of interest and then introduce a second component to coagulate the tissue, followed by a cutting component. Successive introduction and re-introduction of components to image, coagulate and cut tissue can destroy spatial and temporal registration between these processes and compromise the surgical outcome.
In addition, the use of a single system to perform multiple functions can reduce the amount of time required to perform the surgical procedure, which can result in increased safety (for example, by reducing the amount of time the patient is required to be under anesthesia), and improved morbidity and mortality. Reducing the amount of time required for the surgical procedure can also reduce the associated costs. Finally, simultaneous imaging, coagulation to keep the imaging field clear of obstructing blood, and cutting can allow operations on previously inoperable pathologies as well.
Referring now to
Referring now to
The use of a frequency tunable laser can provide advantages for tissue removal. For example, tuning the laser 250 can allow provide different ablation depths so that the tissue removal rate can be dynamically controlled. Tunable lasers configured for such use are available at a relatively low cost, and in a relatively small size. In certain embodiments, laser 250 can be controlled to provide separate light beams used to coagulate tissue and to break the molecular bonds of the tissue. In still other embodiments, the same laser source can emit light beams used to coagulate the tissue and also break the molecular bonds of the tissue (e.g. cut or ablate the tissue). In certain embodiments in which the same laser source is used to coagulate and break molecular bonds of the tissue, the parameters (e.g. pulse energy and pulse duration) of the light beams used to coagulate the tissue can be different than those used to break molecular bonds of the tissue.
In certain embodiments, laser 250 can be configured to provide light energy in a range of 600-2200 nm. Light emitted from laser 250 can be manipulated (e.g. via half wave plate 251, polarized beam splitters 252 and dispersion pulse adjustment 253) to provide light 260 suitable for coagulating tissue 350. In particular embodiments, light 260 is provided at an amplitude and frequency sufficient to modify at least quaternary structure of tissue proteins without substantially breaking the molecular bonds of tissue 350.
In addition, light emitted from laser 250 can also be amplified by dispersion compensated chirped pulse amplification 254 to provide light suitable 270 for breaking molecular bonds of tissue 350. Similar to the previously-described embodiment, light 110, 260 and 270 can be directed through single fiber 500. In addition, computer processor 360 can provide output data 620 to scanning optics control module 630 used to control an orientation or position of laser 250 and (and/or an orientation or position of light 260 and 270 emitted from such laser 250).
Referring now to
In certain embodiments, light source 200 (e.g. the light source configured to coagulate tissue) may comprise an ytterbium fiber laser, a frequency-doubled ytterbium laser, an yttrium aluminum garnet (YAG) laser, a frequency-doubled YAG laser, a Tm fiber laser or a dye laser. In particular embodiments, light source 200 may be configured to emit energy in a range of wavelengths including from approximately 350 nm to 2200 nm, and in specific embodiments, 532 nm, 585 nm, 1064 or 1940 nm. In particular embodiments, the light source configured to coagulate tissue may be configured as a continuous wave laser (e.g., either emitting light continuously at a near constant level, or continuously pulsing).
It is understood that first light source 100, second light source 200 and third light source 300 may direct light to different portions of tissue 350. For example, first light source 100 and second light source 200 may direct light to a portion of tissue 350 that covers a larger area than the portion of tissue in which light source 400 directs light.
One design consideration for exemplary embodiments of the present disclosure is that the energy level of the light being transmitted through a transmission conduit (e.g. an optical fiber) should be low enough that it does not damage the fiber (e.g. fiber 500).
For example, a typical optical fiber can have a damage threshold of approximately 1 GW/cm2. If one assumes a pulse duration of 1 picosecond and a fiber core diameter of 35 μm, the maximum pulse energy that could pass through fiber without causing damage would be 38 nJ. Accordingly, it is possible that very short pulsed lasers (e.g. picosecond or femtoseond) may have difficulty to provide sufficient pulse energy delivery inside the body through a fiber required for a desired tissue removal rate. In these cases, short-pulsed light energy can be delivered through the air using a reticulated arm. Light delivery using reticulated arms is well known in the art and has been used for decades to deliver, for example, 10.6 um light emitted from a Carbon Dioxide laser.
Additional design specifications of the “cutting beam” (e.g. the light beam used to break molecular bonds) can include for example, pulse energy (Ep), average power (Pave), pulse repetition frequency (fR), pulse duration (τp), micro-applicator delivery to internal body sites, co-propagation with imaging and coagulation beams, and rapid tumor removal without damage to adjacent structures. One primary cutting beam design specification is the tissue removal rate (VR in mm3/s). A sufficiently high tissue removal rate needs to be supported for surgeons to effectively use exemplary embodiments of the present disclosure with procedure times that are not excessive.
To provide for acceptable procedure times, an initial target design specification for the tissue removal rate is VR≥100 mm3/s. Such a rate would allow a 1 cm3 tumor mass or pathologic tissue to be removed in less than 10 seconds. Although faster tumor or pathologic tissue removal rates may be possible, a value of VR≥100 mm3/s represents a reasonable compromise between opposing design constraints.
An additional consideration in the configuration of exemplary systems and methods is that the light source or light sources used for tissue manipulation should provide a sufficient tissue removal rate while also providing precise control of the tissue removal. Higher tissue removal rates can provide for reduced procedure times, which can lower the risk of complications during the procedure and improve morbidity and mortality. Precise control over the light source (and/or the light emitted from the light source) can allow a surgeon to remove tissue that is desired to be removed, without removing surrounding tissue. A formula for tissue removal is provided below:
Where VR is the tissue removal rate (mm3/s), DC is the diameter of the light source used for tissue manipulation in mm, fr is the pulse repitition frequency of the light source in Hz, μa is the tissue absorption rate (e.g. 0.0463 mm−1), ϕo is the light source incident fluence (J/cm2) on the tissue to be removed, and ϕth is the threshold fluence (e.g. 4.3 J/cm2) for tissue ablation.
Equation (1) shown above can be used to establish light beam design specifications. For example, assume a VR of 100 mm3/s and a Thulium (Tm) Master Oscillator Power Amplifier (MOPA) with a pulse energy of 6.4 mJ to provide an incidence fluence 3×(ϕ0=12.9 J/cm2) above threshold. Based on these parameters, the cutting beam diameter on the tumor or pathologic tissue is calculated to be DC=220 μm. A Tm MOPA that provides 12.9 J/cm2 can remove a tumor or pathologic tissue thickness of about 216 μm for each absorbed pulse.
For an exemplary embodiment with a tissue removal rate (VR) exceeding 100 mm3/s, a pulse repetition frequency of fR=15.4 kHz is needed. The design specifications of the Tm MOPA can be established, including cutting beam including pulse energy (Ep), average power (Pave), and pulse duration (τp) that allow rapid tumor removal rates (VR≥100 mm3/s) without damage to adjacent structures, micro-applicator delivery to internal body sites, and co-propagation with imaging and blood flow interruption beams. Certain embodiments can be configured such that the cutting beam can cut (e.g. break molecular bonds of) tissue below the surface tissues without disturbing the surface tissue layer.
Referring now to
In exemplary embodiments, master oscillator 510 may be configured in one of a number of different arrangements. For example, in certain embodiments, master oscillator 510 may comprise as a Q-switched Tm fiber laser 511, an optical isolator 529 and a pulse slicer 519 as shown in
Referring now to
Referring now to
Referring now to
In the embodiment shown, the AOM 517 is configured to function as the Q-switch which can dump the oscillator at a pulse repetition frequency fR=15.4 kHz. In addition, optical isolator 529 can prevent pulse instabilities resulting from parasitic feedback into the cavity. The delay and duration of each pulse-slice can be fixed by EOM 518 driven AWG 525 as triggered by DDG 524. In certain exemplary embodiments, risk based design controls (e.g. according to FDA 21 CFR QSR 820.30) can be implemented by monitoring pulse diagnostics and the temperature of PC 515 and PM TDF 516.
Referring now to
Referring now to
Design specifications of exemplary tissue removal light sources (e.g. “cutting” light sources) include pulse energy (Ep), average power (Pave), pulse repetition frequency (fR), pulse duration (τp), and tissue removal rate (VR). The pulse energy (Ep) for exemplary embodiments can be determined by measuring the average power (Pave) and the pulse repetition frequency (fR). In addition, the pulse duration (τp) of light exiting the Tm fiber rod power amplifier can be measured using a high-speed InGaAs photodiode and PicoScope 9211A oscilloscope.
The tumor or pathologic tissue removal rate (VR in mm3/s) can be measured using ex vivo tissue. For example, pathologic tissue specimens can be placed on a two-axis translation stage and raster scanned over a 5×5 mm2 area in a 5 second time period while the tissue removal light source performs a cutting operation. After cutting, pathologic tissues can be placed under an OCT imaging system and tissue removal rate will be determined by measuring depth (Δz, mm) of ablation tissues using the relationship, VR=20·Δz (mm3/s). Proceeding in this manner, performance of the tissue removal light source can be verified. Similar studies can be performed in animal models of established pathologic tissues.
Validation of exemplary system parameters may first employ a bulk applicator before surgery is performed through an endoscopic or laproscopic micro-applicator. For example, design specifications of the bulk-applicator may be established before construction and verification of an endoscopic or laproscopic micro-applicator. In addition, design specifications of a user (surgeon) interface may be established and then validated. Finally, operation and performance of exemplary embodiments for pathologic tissue removal in an animal model of established pathologic tissues may be performed to validate the device.
Design specifications of the bulk applicator include diameters of imaging (DOCT), blood flow interruption (DG) and cutting (DC) beams at the tissue surface. Cutting beam diameter (DC=220 μm) may be established from the tissue removal rate (VR≥100 mm3/s), while DOCT may be determined by user required scan depth (e.g. 2 mm) and corresponding Rayleigh range of imaging light (1.31 μm) giving DOCT=25 μm. DG may be determined by available power (W) of the blood flow interruption laser (e.g., 0.532 μm) and other design requirements to prevent bleeding.
In exemplary embodiments the coagulation light source (e.g. the light source configured to interrupt blood flow) can be configured to treat vessels throughout the targeted cutting depth (e.g. the upper 200 μm of a tumor or other targeted tissue) corresponding to a single pass of the tissue removal light source (e.g. the cutting beam). Referring now to
To achieve the specified beam diameters on the surface of tissue 350 (DC=220 μm, DOCT=25 μm and DG=50 μm) in the bulk applicator, each beam should be collimated and incident on an X-Y scanning galvanometer 390 as shown in
Operation of the bulk applicator may be verified by measuring diameters of cutting, imaging and interruption beams at the back focal plane of the scan lens for different field positions using a knife-edge technique. Scan speed of the bulk applicator will be verified by placing a frosted glass plate in the focal plane of the scan lens and recording time of flight of the coagulation laser beam spot with a high speed camera.
In some applications an applicator is desired such that the spot size of the imaging, coagulation and cutting beams incident on the tissue have a similar numerical aperture that is constrained by the beam delivery optics. For example, when the imaging, coagulation and cutting beams propagate through a common fiber the spot size of each beam on the tissue is constrained by the delivery optics. In this case, the OCT imaging beam diameter on the tissue is constrained by the imaging depth that is approximately given by twice the Rayleigh range of the beam. For example, for an imaging beam wavelength of 1.31 μm and a scan range of about 2 mm, the imaging beam diameter on the tissue is about 20 μm. For a cutting beam fluence of 8.6J/cm2 a pulse energy of 35.8 uJ is required. By using a gain switched semiconductor diode laser as a seed source followed by staged Tm fiber amplifiers, a pulse repetition rate of about 1 MHz may be achieved giving a volumetric tissue removal rate of more than 250 mm3/s. Such a configuration has important advantages over an endoscopic or laproscopic micro-applicator since the imaging, coagulation and cutting beams may be delivered through a common optical fiber so that a substantially smaller and more flexible applicator can be utilized.
A particular embodiment of the delivery system 800 is shown in
In certain exemplary embodiments of the present disclosure, a user interface may be implemented for a surgeon to operate the system. In particular embodiments, the user interface may be presented on a touchscreen display allowing the surgeon to examine OCT and/or MPL images of the tissue (e.g. a tumor as shown in
Operation and performance of exemplary embodiments may be validated in an animal model with a pathologic tissue. For example, using a subcutaneous xenograft tumor model in nude mice. HCT 116 cancer cells may be cultured in McCoy's 5A medium with 10% fetal bovine serum at 37° C. under 5% CO2. When culture reaches confluency, cells may be detached from the flask by 0.25% trypsin-EDTA, centrifuged, and re-suspended in sterile phosphate-buffered saline. Approximately 2×106 cells/50 μl may then be injected subcutaneously into the dorsal area of the mouse. After tumors grow to 1 cm in diameter (approximately 2 weeks), a dorsal skin fold chamber can be mounted around the tumor region to position the animal for surgery.
Prior to surgery, dorsal skin containing the tumor may be raised from the mid-section of the body and sutured to an aluminum dorsal skin fold chamber to position the skin away from the body. A dorsal skin fold chamber model bearing tumor xenografts may be created in 30 female nude mice (NU/NU, Harlan, Tex.) divided into three groups. Group 1 animals (N=10) may serve as a negative control (no surgery). Group 2 animals (N=10) may serve as a positive control and undergo tumor resection with conventional surgery using either a scalpel, scissors or Bovie electrocautery. Group 3 animals (N=10) undergo surgery using exemplary embodiments according to the present disclosure. After two weeks, all animals in the three groups may be sacrificed with tumor regions cut for histology to compare treatment results. Efficacy of surgery using embodiments of the present disclosure vs. conventional surgery may be evaluated by examining histology for presence of any residual cancer and determining amount of damaged healthy tissue for mice in Groups 2 and 3, operating time, and ease to complete respective surgical procedures. Proceeding in this manner, operation and performance of exemplary embodiments can be validated against the conventional surgical procedure.
In another example, embodiments configured for femoral neuroma removal may also be validated. Surgical removal of tumors inside the body cavity may be accomplished with exemplary embodiments utilizing an endoscopic micro-applicator.
Optical design specifications of embodiments utilizing an endoscopic micro-applicator are similar to the bulk-applicator previously described. In particular, diameters of imaging (DOCT=25 μm), coagulation (DG=50 μm) and tissue removal (DC=220 μm) beams on the tumor surface are equivalent to the bulk-applicator specifications.
Certain embodiments may employ a modified Hopkins relay for design of the endoscopic micro-applicator. Using Zemax optical design software, a modified Hopkins relay design may be toleranced and optimized for imaging (1.32 μm), blood flow coagulation (0.532 nm) and tissue removal (1.95 μm) beams. Rod micro-lenses from glass blanks may be fabricated (e.g. by Optical Technology, Boston, Mass.). Before lens assembly, the rod micro-lenses may be anti-reflective coated (e.g. by Materion, Boston, Mass.). A high quality AR coating (e.g. <0.2%, available from Materion) may be used for blood flow interruption, imaging and cutting beam wavelengths (0.532 μm, 1.32 μm, and 1.95 μm). After coating, the rod micro-lenses may be assembled in a 5 mm diameter stainless steel tube (e.g. with a 3 mm inside diameter). The stainless steel tube may be fastened to a stainless steel head manufactured by 3D rapid prototyping. The stainless steel head may house a scanning assembly similar to that utilized for the bulk applicator but including a telescope relay to scan collimated imaging, coagulation, and tissue removal beams at the front focal plane of the rod micro-lens assembly. Referring now to
While one application of exemplary embodiments includes removal of pathologic tissue in confined spaces surrounded by boney structures (e.g., cholestetomas in the inner ear and inoperable brain tumors), an initial validation may utilize a simple model to minimize complications with animal preparation and survival after surgery. A VX2 rabbit cancer model was first proposed in 1933 and is used extensively. VX2 tumor fragments are used to establish a number of rabbit tumor models. The femoral nerve in the groin can be identified and easily distinguished from surrounding muscle and represents an attractive target site to induce a neuroma. This validation proposes to induce a femoral neuroma in a rabbit model to complete these studies.
Thirty-two adult New Zealand white male rabbits weighing 3.8 to 4.3 kg (Charles River, Tenn.) are proposed to be enrolled in this study and divided into four groups. Group 1 (N=2) rabbits serve as tumor donors. Group 2 (N=10) and Group 3 (N=10) rabbits undergo percutaneous tumor implantation and tumor removal using either a conventional approach (Group 2) or our image-guided smart laser knife (Group 3). Group 4 (N=10) rabbits serve as controls. To obtain tumor fragments for the implantation, rabbits in Group 1 will be injected with 125 mL of VX2 carcinoma cell suspension (NCI, MA) in each thigh muscle. Distinct solid tumors that grow in each thigh muscle will be harvested in two weeks, put into 4° C. Hanks balanced salt solution, and then gently cut into 1 mm3 fragments. The target site for tumor fragment implantation may then be selected in the groin region in muscle adjacent to the femoral nerve. To inject tumor fragments, animals in Groups 2 and 3 will undergo a conventional laparotomy through a 1 cm incision in the groin region. An 18-gauge needle consisting of a cannula and core containing VX2 tumor fragments will be injected into muscle surrounding the femoral nerve and the incision sutured and animals allowed to recover. About one week after implantation when neuroma diameters are about 1 cm, rabbits in Group 2 will undergo conventional laparotomy with neuromas removed employing a conventional surgical approach using a scalpel, scissors or Bovie electrocautery. Rabbits in Group 3 will also undergo conventional laparotomy with neuromas removed using exemplary embodiments of the present disclosure through an endoscopic micro-applicator. After suturing the incisions, rabbits in Groups 2 and 3 will be observed and evaluated for impairment of locomotion and continence and compared with controls. After two weeks, all rabbits will be sacrificed and tissue regions containing the femoral nerve cut for histology to compare treatment results. Efficacy of exemplary embodiments to remove femoral neuromas through the endoscopic micro-applicator will be evaluated in relation to the conventional surgical procedure by examining for femoral nerve damage, presence of any residual cancer cells, and operating times to complete respective surgical procedures. Proceeding in this manner, operation and performance of exemplary embodiments to remove neuromas through an endoscopic micro-applicator can be validated against the conventional surgical procedure.
Exemplary embodiments of the present disclosure also comprise systems and methods for quickly establishing tumor margins with high sensitivity and specificity. Referring now to
Exemplary embodiments of system 600 can reduce the time needed to complete a diagnosis (e.g. less than three minutes) as compared to existing diagnostic systems. Accordingly, surgical operating times can be shortened, the surgeon's preferred work flow reinforced, and patient prognosis following surgery improved because the entire surgical margin can be mapped for residual cancer. Moreover, because the optical image-based diagnosis used in system 600 is nondestructive, traditional biopsy and histology can subsequently be performed on each harvested tissue slab to validate the diagnosis of system 600.
The MPL image-based assay used in system 600 requires properly-sized and shaped tissue specimens. Inasmuch as MPL and OCT image-based assays utilize rectilinear point-scanning approaches, optimal shape for tissue specimens compatible with these imaging modalities is a slab geometry. A processed tissue slab geometry is also compatible with conventional histological processing that may be completed following diagnosis in system 600.
Because MPL imaging depth is about 200-300 μm, imaging from both sides of the slab constrains the tissue specimen thickness for this approach to about 500 μm. Processing of the harvested tissue specimen should preserve tissue microstructure so that processing artifacts are not introduced into the MPL-OCT image-based assay.
As resected tissue transport will be done hydraulically, the tissue-processing chamber 705 can be filled with phosphate buffered saline 706. Transport of the tissue specimens 704 in and out of the tissue processing chamber 705 can occur via an inlet port 707 on one face and an outlet port 708 on the opposing side. A T-junction (not shown) upstream of the inlet and downstream of the outlet can be used to flush chamber 705 as needed to achieve the required optical transparency. Chamber 705 can have an optically clear window 709 for imaging and delivery of the beam from ultrafast laser 701. Chamber 705 can be disposable to prevent cross-contamination of the current patient's biopsy by previous patient biopsies. Tissue micro-position and hold actuators 702 and 703 can therefore engage and disengage from the chamber upon replacement. Two self-sealing rubber septa 722 and 723 can be incorporated into orthogonal facets of chamber 705 to form a water-tight seal for engagement/disengagement.
In certain embodiments, actuators 702 and 703 can be housed in stainless steel needles 712 and 713 that will penetrate self-sealing rubber septa 722 and 723 built into tissue processing chamber 705. In particular embodiments, two actuator/needle units can penetrate orthogonal sides of chamber 705 and can work together to move the tissue into any orientation. Once the tissue is in the chamber, a single actuator can penetrate the septum and a vacuum can be deployed. The actuator can be rotated and linearly translated via precision stepper motors to provide precise and accurate positioning of the specimen.
Vacuum suction can be applied to the hollow tube actuator at the same time saline is added to maintain a constant liquid volume. Once anchored to the actuator, the sample can be rotated fully about the deployed actuator axis and imaged using a visible wavelength camera. The second actuator can be deployed while the first actuator is disengaged, and the tissue can be imaged along the second actuator axis.
Optical systems interfacing with the tissue processing chamber can include an ultrafast laser, camera and OCT. An ultrafast laser (including for example, those available from Uranus-mJ, PolarOnyx Laser, USA) providing 1030 nm 500 fs pulses at a pulse energy of 0.5 mJ and repetition rate of 100 kHz on the specimen is utilized for rapid plasma ablation of tissue. The ultrafast laser beam can be combined with the OCT-MPL excitation beam by a dichroic mirror before the galvanometers. A CCD camera (including for example, acA1300-30 gc, Basler, Germany) at the back aperture of the objective can be used for tissue specimen alignment in the lateral plane, while OCT can be employed for specimen alignment in the axial plane. The ultrafast laser beam can be scanned in combination with actuator movement to trim edges of the tissue specimen to create a planar slab geometry with 500 μm thickness.
Exemplary embodiments of tissue processing system 700 can provide for efficient processing of tissue specimens and reduced processing times. In particular embodiments, a tissue specimen can be processed into a 500 μm thick planar slab geometry with two cut surfaces in less that sixty seconds (where the processing time is measured from the moment the tissue enters the processing chamber to the time when the ultrafast laser completes cutting the second planar interface).
Exemplary embodiments of the combined OCT-MPL fiber-based imaging systems (e.g. comprising swept-source OCT and MPL imaging modules and scanning optics) can be utilized to complete the image-based OCT-MPL assay.
In exemplary embodiments, an image-based OCT-MPL assay can be performed to demonstrate simultaneous detection of structure and composition of processed tissue slabs and diagnose whether cancer is present. Tumor tissues can be obtained from patients undergoing cancer surgery and MPL images recorded from both sides of the processed tissue slab and merged into a single volumetric image.
MPL images can indicate the presence of tissue constituents including lipids, calcium and collagen/elastin fibers. The energy state of the tissue can also be analyzed from the MPL signal including NADH and FAD+, which are involved in the Krebs cycle, since cancers will have an increased metabolic state compared to normal tissues. MPL emission spectra recorded (e.g. by photodetectors such as PMTs) can further distinguish these tissue types and redox states. Each co-registered en face OCT image can be merged with the MPL image to overlay biochemical composition onto the tissue OCT structural image. Inasmuch as OCT and MPL signals are due to two complementary types of optical contrast (e.g., scattering and multiphoton absorption/emission, respectively), regions with strong/weak MPL emission correspond to weak/strong OCT signal, providing a comprehensive interpretation of the processed tissue block. A three-dimensional OCT dataset can also be merged with corresponding MPL images, demonstrating three-dimensional distributions of tissue constituents and energy states in relation to surface profile and structure.
After completion of the image-based MPL-OCT assay, tissue slabs can be processed using standard histology for the presence of cancer by a pathologist. By comparing the histological diagnosis with the image-based MPL-OCT assay a training set that identifies diagnostic parameters in MPL-OCT images can be determined using principal components analysis (PCA). A number of recent studies suggest that multiphoton luminescence (MPL) and optical coherence tomography (OCT) can be used to detect cancer.
All of the devices, systems and/or methods disclosed and claimed herein can be made and executed without undue experimentation in light of the present disclosure. While the devices, systems and methods of this invention have been described in terms of particular embodiments, it will be apparent to those of skill in the art that variations may be applied to the devices, systems and/or methods in the steps or in the sequence of steps of the method described herein without departing from the concept, spirit and scope of the invention. All such similar substitutes and modifications apparent to those skilled in the art are deemed to be within the spirit, scope and concept of the invention as defined by the appended claims.
The contents of the following references are incorporated by reference herein:
This application is a divisional of U.S. application Ser. No. 14/852,460, filed Sep. 11, 2015, which claims priority to U.S. Provisional Patent Application Ser. No. 62/049,955 filed Sep. 12, 2014, the contents of each of which are incorporated by reference herein.
| Number | Date | Country | |
|---|---|---|---|
| 62049955 | Sep 2014 | US |
| Number | Date | Country | |
|---|---|---|---|
| Parent | 14852460 | Sep 2015 | US |
| Child | 17346563 | US |
