Multispectral Optoacoustic Tomography
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Multi-spectral optoacoustic tomography (MSOT), also known as functional photoacoustic tomography (fPAT), is an
imaging technology Imaging is the representation or reproduction of an object's form; especially a visual representation (i.e., the formation of an image). Imaging technology is the application of materials and methods to create, preserve, or duplicate images. ...
that generates high-resolution optical images in scattering media, including
biological tissues In biology, tissue is an assembly of similar cells and their extracellular matrix from the same embryonic origin that together carry out a specific function. Tissues occupy a biological organizational level between cells and a complete organ ...
. MSOT illuminates tissue with light of transient energy, typically light pulses lasting 1-100 nanoseconds. The tissue absorbs the light pulses, and as a result undergoes thermo-elastic expansion, a phenomenon known as the optoacoustic or
photoacoustic effect The photoacoustic effect or optoacoustic effect is the formation of sound waves following light absorption in a material sample. In order to obtain this effect the light intensity must vary, either periodically (''modulated light'') or as a singl ...
. This expansion gives rise to ultrasound waves (photoechoes) that are detected and formed into an image. Image formation can be done by means of hardware (e.g. acoustic focusing or optical focusing) or computed
tomography Tomography is imaging by sections or sectioning that uses any kind of penetrating wave. The method is used in radiology, archaeology, biology, atmospheric science, geophysics, oceanography, plasma physics, materials science, cosmochemistry, ast ...
(mathematical image formation). Unlike other types of optoacoustic imaging, MSOT involves illuminating the sample with multiple wavelengths, allowing it to detect ultrasound waves emitted by different photoabsorbing molecules in the tissue, whether
endogenous Endogeny, in biology, refers to the property of originating or developing from within an organism, tissue, or cell. For example, ''endogenous substances'', and ''endogenous processes'' are those that originate within a living system (e.g. an ...
(oxygenated and deoxygenated hemoglobin, melanin) or
exogenous In a variety of contexts, exogeny or exogeneity () is the fact of an action or object originating externally. It is the opposite of endogeneity or endogeny, the fact of being influenced from within a system. Economics In an economic model, an ...
(imaging probes, nanoparticles). Computational techniques such as spectral unmixing deconvolute the ultrasound waves emitted by these different absorbers, allowing each emitter to be visualized separately in the target tissue. In this way, MSOT can allow visualization of hemoglobin concentration and tissue oxygenation or hypoxia. Unlike other optical imaging methods, MSOT is unaffected by photon scattering and thus can provide high-resolution optical images deep inside biological tissues. V. Ntziachristos, D. Razansky, "Molecular imaging by means of multispectral optoacoustic tomography (MSOT)", ''Chem. Rev.'' 110 (2010) 2783-2794.


Description

MSOT has been described as a 6-dimensional (6-parametric) method, in which the three geometrical dimensions (x, y, z) are complemented by time, illumination wavelengths and band of ultrasound frequencies detected. MSOT can measure over time, allowing longitudinal studies of dynamic processes.A. Taruttis, V. Ntziachristos, "Advances in real-time multispectral optoacoustic imaging and its applications", ''Nat Photon'' 9 (2015) 219-227. Illumination wavelengths in MSOT can cover the entire spectrum from ultraviolet (UV) to infrared (IR). The wavelength defines the photoabsorbers that can be seen and the imaging depth. High-energy ion beams and energy in the
radiofrequency Radio frequency (RF) is the oscillation rate of an alternating electric current or voltage or of a magnetic, electric or electromagnetic field or mechanical system in the frequency range from around to around . This is roughly between the upper ...
range have also been used. The choice of ultrasound frequency band defines resolution and overall size range of the objects that can be resolved. This choice of frequency band dictates whether the imaging will be in the
macroscopic The macroscopic scale is the length scale on which objects or phenomena are large enough to be visible with the naked eye, without magnifying optical instruments. It is the opposite of microscopic. Overview When applied to physical phenome ...
regime, involving resolution of 100-500 microns and penetration depth >10 mm, or
mesoscopic Mesoscopic physics is a subdiscipline of condensed matter physics that deals with materials of an intermediate size. These materials range in size between the nanoscale for a quantity of atoms (such as a molecule) and of materials measuring mic ...
range, involving resolution of 1-50 microns and penetration depth <10 mm.
Microscopic The microscopic scale () is the scale of objects and events smaller than those that can easily be seen by the naked eye, requiring a lens or microscope to see them clearly. In physics, the microscopic scale is sometimes regarded as the scale betwe ...
resolution is also possible using multi-spectral optoacoustics. Like optical microscopy, they use focused light to form images and offers fundamentally the same capabilities (submicrometer resolution, <1mm penetration depth). MSOT has now been used in a broad range of biological applications, including
cardiovascular In vertebrates, the circulatory system is a system of organs that includes the heart, blood vessels, and blood which is circulated throughout the body. It includes the cardiovascular system, or vascular system, that consists of the heart a ...
disease research,
neuroimaging Neuroimaging is the use of quantitative (computational) techniques to study the neuroanatomy, structure and function of the central nervous system, developed as an objective way of scientifically studying the healthy human brain in a non-invasive ...
N.C. Burton, M. Patel, S. Morscher, W.H.P. Driessen, J. Claussen, N. Beziere, T. Jetzfellner, A. Taruttis, D. Razansky, B. Bednar, V. Ntziachristos, "Multispectral Opto-acoustic Tomography (MSOT) of the Brain and Glioblastoma Characterization", ''Neuroimage'' 65 (2013) 522-528. and
cancer research Cancer research is research into cancer to identify causes and develop strategies for prevention, diagnosis, treatment, and cure. Cancer research ranges from epidemiology, molecular bioscience to the performance of clinical trials to evaluate ...
. The development of real-time hand-held imaging systemsA. Buehler, M. Kacprowicz, A. Taruttis, V. Ntziachristos, "Real-time handheld multispectral optoacoustic imaging", ''Opt. Lett.'' 38 (2013) 1404-1406. has enabled clinical use of MSOT for imaging the breast,S. Manohar, S.E. Vaartjes, J.C.G.v. Hespen, J.M. Klaase, F.M.v.d. Engh, W. Steenbergen, T.G.v. Leeuwen, "Initial results of in vivo non-invasive cancer imaging in the human breast using near-infrared photoacoustics", ''Opt. Express'' 15 (2007) 12277-12285. vasculature,A. Taruttis, A.C. Timmermans, P.C. Wouters, M. Kacprowicz, G.M. van Dam, V. Ntziachristos, "Optoacoustic Imaging of Human Vasculature: Feasibility by Using a Handheld Probe", ''Radiology'' (2016) 152160. lymph nodesI. Stoffels, S. Morscher, I. Helfrich, U. Hillen, J. Lehy, N.C. Burton, T.C.P. Sardella, J. Claussen, T.D. Poeppel, H.S. Bachmann, A. Roesch, K. Griewank, D. Schadendorf, M. Gunzer, J. Klode, "Metastatic status of sentinel lymph nodes in melanoma determined noninvasively with multispectral optoacoustic imaging", ''Science Translational Medicine'' 7 (2015). and skin.M. Schwarz, A. Buehler, J. Aguirre, V. Ntziachristos, "Three-dimensional multispectral optoacoustic mesoscopy reveals melanin and blood oxygenation in human skin in vivo", ''Journal of biophotonics'' 9 (2016) 55-60.


Etymology

Multi-spectral. MSOT collects images at multiple wavelengths and resolves the spectral signatures in each
voxel In computing, a voxel is a representation of a value on a three-dimensional regular grid, akin to the two-dimensional pixel. Voxels are frequently used in the Data visualization, visualization and analysis of medical imaging, medical and scient ...
imaged, making it a multi-spectral method. Typically, MSOT is used to generate three images: one anatomical image at a single wavelength, one functional image resolving oxy- and deoxy-
hemoglobin Hemoglobin (haemoglobin, Hb or Hgb) is a protein containing iron that facilitates the transportation of oxygen in red blood cells. Almost all vertebrates contain hemoglobin, with the sole exception of the fish family Channichthyidae. Hemoglobin ...
concentrations, and a third image resolving additional target photoabsorber(s). These additional photoabsorbers include melanin, fat, water and other endogenous or exogenous agents. Optoacoustic. This term denotes the combination of ''optical'' (Greek, oπτικός) and ''acoustic'' (Greek, ακουστικός) energy (or components) in a single modality, which distinguishes optoacoustic imaging from
optical imaging Medical optical imaging is the use of light as an investigational imaging technique for medical applications, pioneered by American Physical Chemist Britton Chance. Examples include optical microscopy, spectroscopy, endoscopy, scanning laser o ...
. Photoecho denotes the combination of light (Greek, Φως ) and sound ( Ήχος ) or reflection of sound Hχώ ). The term photoacoustic is also widely used, and it denotes the generation of acoustic energy by light. ''Photoecho'' and ''photoacoustic'' are to optoacoustics what photon is to optics: optical methods rely on photons, whereas optoacoustic methods rely on photoechoes or photoacoustic responses.
Tomography Tomography is imaging by sections or sectioning that uses any kind of penetrating wave. The method is used in radiology, archaeology, biology, atmospheric science, geophysics, oceanography, plasma physics, materials science, cosmochemistry, ast ...
. This term denotes images formed by combining raw measurements from multiple points around the specimen in a mathematical inversion scheme. This process is analogous to x-ray computed tomography, except that tomographic mathematical models describe light and sound propagation in tissues.
''Fig. 1: Operational capabilities of MSOT. Hybrid image showing an optical micrograph of part of a mouse kidney cross-section (gray), overlaid with the distribution of an exogenous fluorescent agent imaged using MSOT (right). Distribution of oxy-hemoglobin (red) and deoxy-hemoglobin (blue) in the tumor, imaged using MSOT (left).''


Operating principles

MSOT detects photoechoes, i.e.
ultrasound Ultrasound is sound with frequency, frequencies greater than 20 Hertz, kilohertz. This frequency is the approximate upper audible hearing range, limit of human hearing in healthy young adults. The physical principles of acoustic waves apply ...
waves generated by thermo-elastic expansion of a sample (e.g. tissue) after absorption of transient electromagnetic energy. Typically, the sample is illuminated with light pulses in the nanosecond range, although intensity-modulated light can also be used. At least some of the electromagnetic energy absorbed by the sample is converted to heat; the resulting temperature rise, on the order of milli-Kelvins, leads to thermo-elastic expansion of the sample. This creates a pressure wave in the form of a broadband ultrasound wave. The ultrasound waves emitted by the sample are detected by transducers positioned near the sample, usually at multiple positions around it. The amplitude of the pressure wave provides information about the local absorption and propagation of energy in the sample, while the time interval between the illumination pulse and arrival of the ultrasound wave at the detector provides information about the distance between the detector and photoecho source. Optoacoustic data collected over time and at multiple positions around the sample are processed using
tomographic reconstruction Tomographic reconstruction is a type of multidimensional inverse problem where the challenge is to yield an estimate of a specific system from a finite number of projection (linear algebra), projections. The mathematical basis for tomographic imag ...
to produce images of the distribution of photoabsorbers in the sample. Data collected after illumination at single wavelengths allow imaging of the distribution of photoabsorbers that share similar absorption characteristics at the given wavelength. Data collected after illumination with multiple wavelengths allow specific distinction of photoabsorbers with different optical
absorption spectra Absorption may refer to: Chemistry and biology * Absorption (biology), digestion ** Absorption (small intestine) * Absorption (chemistry), diffusion of particles of gas or liquid into liquid or solid materials * Absorption (skin), a route by whic ...
, such as oxy- and deoxy-hemoglobin, myoglobin, melanin or exogenous photoabsorbers. The wavelengths of light used to illuminate samples in MSOT are selected based on the absorption characteristics of the target photoabsorbers. To resolve the individual photoabsorbers, images obtained at multiple wavelengths must be further processed using subtraction or spectral unmixing techniques. Background in images can be reduced by exploiting differences in time (baseline subtraction) and in absorption spectra of the various photoabsorbers (spectral unmixing).


Operational dimensions

MSOT has the potential to provide multi-parametric information involving the three spatial dimensions (x, y, z), time, optical wavelength spectrum and ultrasound frequency range. It has therefore been described as a six-dimensional modality. This dimensionality has been made possible by key advances in laser source and detector technology, computed tomography and unmixing techniques. The capabilities and challenges of each MSOT dimension are described below.


Volumetric imaging

Optoacoustic (photoacoustic) imaging is intrinsically a three-dimensional imaging method, since photoechoes (optoacoustic waves) propagate in all three spatial dimensions. Optimal tomographic imaging is therefore achieved by recording time-resolved pressure waves along a closed surface volumetrically surrounding the target tissue. Typically, three-dimensional imaging systems achieve this by scanning a single ultrasound sensor around the sample, or by using one-dimensional or two-dimensionalX.L. Deán-Ben, D. Razansky, "Adding fifth dimension to optoacoustic imaging: volumetric time-resolved spectrally enriched tomography", ''Light: Science & Applications'' 3 (2014). ultrasound
sensor array A sensor array is a group of sensors, usually deployed in a certain geometry pattern, used for collecting and processing electromagnetic or acoustic signals. The advantage of using a sensor array over using a single sensor lies in the fact that an ...
s to parallelize detection. A large amount of data must be collected and processed for truly three-dimensional imaging, necessitating a large detector array, long scanning times, and heavy computational burden. To reduce these requirements, the three-dimensional problem is often simplified to a quasi-two-dimensional problem by using focused ultrasound detectors to limit ultrasound detection to a two-dimensional plane in the illuminated volume. The result is a series of two-dimensional, cross-sectional images, which can be collected in real time and can show quite high in-plane resolution if detector elements are packed at high density around the image plane. Translating the detector along the third dimension then allows volumetric scanning. ''Fig. 2: Volumetric optoacoustic imaging and comparison with reflection-mode ultrasound computed tomography. Cross-sectional tomographic ultrasound (right) and optoacoustic (middle) whole-body image stacks of a living mouse. Histology cross-sections of the tissue shown on the left.''


Video-rate (real-time) imaging

Early optoacoustic imaging involved scanning a single ultrasound detector along one or two dimensions, resulting in acquisition times of several seconds, minutes or longer. This made the technique impractical for in vivo animal imaging or clinical use. Technological advances in detector arrays and analog-to-digital converters allow simultaneous data collection over 512 parallel elements, substantially shortening the amount of time needed to acquire a tomographic dataset, even to the point of allowing video-rate imaging. In addition, lasers have been developed that allow switching between wavelengths within 20 ms, enabling video-rate MSOT. Video-rate imaging not only reduces motion artifacts, but also allows in vivo study of biological processes, even in hand-held mode. It also gives the operator real-time feedback essential for orientation and fast localization of areas of interest. ''Fig. 3: Five-dimensional imaging of
mouse brain A mouse (: mice) is a small rodent. Characteristically, mice are known to have a pointed snout, small rounded ears, a body-length scaly tail, and a high breeding rate. The best known mouse species is the common house mouse (''Mus musculus'' ...
perfusion in vivo. (a) Layout of the experimental set-up. (b) Maximal-intensity projections along the axial direction following single-wavelength illumination before (upper) and after injection of two concentrations of contrast agent (10nmol in the middle and 50 nmol lower), indocyanine green. The lower concentration does not provide strong signal over the background signal from blood. Different structures in the mouse brain are indicated: sv, supraorbital veins; icv, inferior cerebral vein; sss, superior sagittal sinus; cs, confluence of sinuses; ts, transverse sinus. (c) Time series of maximal-intensity projections following multi-wavelength illumination after injection of 10 nmol indocyanine green. Inflow of the contrast agent can be followed in real time.''


Multi-spectral imaging

A key strength of MSOT is its ability to resolve the photoechoes obtained in response to excitation with different wavelengths of illuminating light. Since the photoechoes depend on the optical absorption characteristics of molecules within the target tissue (or added to the tissue), MSOT can image the distributions of specific photoabsorbing molecules. The endogenous photoabsorbers most often imaged are oxy- and deoxy-hemoglobin, key players in oxygen
metabolism Metabolism (, from ''metabolē'', "change") is the set of life-sustaining chemical reactions in organisms. The three main functions of metabolism are: the conversion of the energy in food to energy available to run cellular processes; the co ...
,
myoglobin Myoglobin (symbol Mb or MB) is an iron- and oxygen-binding protein found in the cardiac and skeletal muscle, skeletal Muscle, muscle tissue of vertebrates in general and in almost all mammals. Myoglobin is distantly related to hemoglobin. Compar ...
,
lipids Lipids are a broad group of organic compounds which include fats, waxes, sterols, fat-soluble vitamins (such as vitamins Vitamin A, A, Vitamin D, D, Vitamin E, E and Vitamin K, K), monoglycerides, diglycerides, phospholipids, and others. The fu ...
,
melanin Melanin (; ) is a family of biomolecules organized as oligomers or polymers, which among other functions provide the pigments of many organisms. Melanin pigments are produced in a specialized group of cells known as melanocytes. There are ...
and water. Several exogenous contrast agents have also been used in MSOT, including some common histology dyes, fluorescent dyes, novel metal-based agents and non-metallic
nanoparticles A nanoparticle or ultrafine particle is a particle of matter 1 to 100 nanometres (nm) in diameter. The term is sometimes used for larger particles, up to 500 nm, or fibers and tubes that are less than 100 nm in only two directions. At ...
. Transfecting target tissue with reporter genes to express contrast agents in situ has also been reported, such as transfection with the tyrosinase gene to produce melanin. Through spectral unmixing and other techniques, MSOT data can be used to generate separate images based on the contrast provided by different photoabsorbers. In other words, a single MSOT data collection run provides separate images showing the distribution of oxy- or deoxy-hemoglobin. These images can be merged to provide a complete picture of tissue oxygenation/hypoxia. By using
hemoglobin Hemoglobin (haemoglobin, Hb or Hgb) is a protein containing iron that facilitates the transportation of oxygen in red blood cells. Almost all vertebrates contain hemoglobin, with the sole exception of the fish family Channichthyidae. Hemoglobin ...
as an intrinsic oxygen sensor, MSOT is the only method available that can provide high-resolution images of tissue oxygenation without the need for exogenous labels.S. Tzoumas, A. Nunes, I. Olefir, S. Stangl, P. Symvoulidis, S. Glasl, C. Bayer, G. Multhoff, V. Ntziachristos, "Eigenspectra optoacoustic tomography achieves quantitative blood oxygenation imaging deep in tissues", ''Nature Communications'' 7 (2016) 12121. At the same time, MSOT can image additional endogenous photoabsorbers such as lipids and water, as well as exogenous contrast agents.


Imaging with different ultrasound frequency bands (macro-, meso- and microscopy)

Photoechoes show an ultra-wide frequency profile, which is determined by the pulse width of the illuminating pulse and the size of the object. Ultimately, though, the frequencies that can be collected and processed for image reconstruction are determined by the ultrasound detector. Macroscopic MSOT typically uses detectors operating in the frequency range from 0.1 to 10 MHz, allowing imaging depths of approximately 1–5 cm and resolution of 0.1–1 mm. Illumination light wavelengths are typically chosen from the near-IR region of the spectrum and spread over the sample to allow deep penetration. Images are then generated using computed tomography. Such macroscopy is useful for animal and human imaging to analyze tissue anatomy, physiology and response to drugs. Regions of interest are approximately 30–50 cm3, and resolution of 200-300 microns is typical. Ultrasound detectors have been developed that collect bandwidths of 10-200 MHz or wider, which allows unprecedented mesoscopy at tissue depths of 0.1–1 cm with resolution that can exceed 10 microns even at depths of several millimeters. Illumination light is typically unfocused and selected from the visible and near-IR regions of the spectrum. Images are generated using computed tomography. Such mesoscopy can analyze morphology and biological processes such as inflammation in greater detail than macroscopy, revealing, for example, microvasculature networks in skin and epithelial tissues or the microenvironment within a
tumor A neoplasm () is a type of abnormal and excessive growth of tissue. The process that occurs to form or produce a neoplasm is called neoplasia. The growth of a neoplasm is uncoordinated with that of the normal surrounding tissue, and persists ...
.L.V. Wang, "Multiscale photoacoustic microscopy and computed tomography", ''Nat Photonics'' 3 (2009) 503-509. Regions of interest are approximately 50 mm3, and resolution of 5-30 microns is typical. The possibility of applying optoacoustics to the microscopic regime has been suggested. This involves scanning focused light on the tissue surface. The imaging depth (typically <1 mm) and quality of the resulting image are limited by optical diffraction and scattering, not by ultrasound diffraction. In other words, optoacoustic microscopy has the same limitations as conventional optical microscopy. Together, however, the two microscopies can provide more information than either on its own.


Operational characteristics


Modes of operation

MSOT can operate in three imaging modes: #
anatomical Anatomy () is the branch of morphology concerned with the study of the internal structure of organisms and their parts. Anatomy is a branch of natural science that deals with the structural organization of living things. It is an old scien ...
imaging, which can be performed using a single wavelength of illuminating light and at multiple scales. This mode has been used to visualize various tissue structures and organs in laboratory animals and humans, including vasculature, kidney, heart, liver, brain and muscle. # functional/dynamic imaging, which can be performed at video rates to reveal changes in tissue contrast caused by hemodynamics, motion such as vessel pulsation, and uptake of drugs (pharmacodynamics). #
biological Biology is the scientific study of life and living organisms. It is a broad natural science that encompasses a wide range of fields and unifying principles that explain the structure, function, growth, origin, evolution, and distribution of ...
/
molecular imaging Molecular imaging is a field of medical imaging that focuses on imaging molecules of medical interest within living patients. This is in contrast to conventional methods for obtaining molecular information from preserved tissue samples, such as h ...
, which exploits the multi-spectral capability of MSOT. This mode has been used to visualize tissue oxygenation, reporter genes, fluorescent proteins and various exogenous agents (e.g. fluorescent dyes, nanoparticles, target-specific agents) in laboratory animals and humans.


Challenges to MSOT-based quantification

MSOT provides anatomical, dynamic and molecular information, but quantifying the features of MSOT images is not straightforward because constituents of the target tissue absorb and scatter the illuminating light. As a result, the illuminating light is attenuated as one moves deeper into the tissue, and the extent of attenuation depends on wavelength. The measured spectral signature of photoabsorbers inside tissue may therefore differ from the absorption spectrum of the same molecule measured inside the cuvette of a spectrophotometer. This discrepancy, termed "spectral coloring", depends on the number and types of photoabsorbers in the propagation path. Spectral coloring poses a challenge to spectral unmixing, which requires accurate knowledge of the absorption spectrum. Moreover, optoacoustic imaging, with a resolution in the range of 1-100 μm, cannot resolve individual photoabsorbing molecules. As a result, the spectral response of the photoabsorber of interest is a linear combination of the spectral responses of background tissue constituents, such as oxy- and deoxy-hemoglobin,
melanin Melanin (; ) is a family of biomolecules organized as oligomers or polymers, which among other functions provide the pigments of many organisms. Melanin pigments are produced in a specialized group of cells known as melanocytes. There are ...
, water, lipids and unknown
metabolites In biochemistry, a metabolite is an intermediate or end product of metabolism. The term is usually used for small molecules. Metabolites have various functions, including fuel, structure, signaling, stimulatory and inhibitory effects on enzymes, c ...
, which further complicates unmixing. Recently, eigenspectra MSOT has been developed to model more accurately the spectral responses of different photoabsorbers in three-dimensional tissue. This may help improve spectral unmixing and therefore image quality.


Sensitivity

MSOT can resolve various optoacoustic moieties based on their absorption spectrum, including nanoparticles, dyes and fluorochromes. Most
fluorochromes A fluorophore (or fluorochrome, similarly to a chromophore) is a fluorescent chemical compound that can re-emit light upon light excitation. Fluorophores typically contain several combined aromatic groups, or planar or cyclic molecules with sev ...
are optimized for fluorescence emission and are sub-optimal for optoacoustic detection, because after absorbing the illuminating energy, they tend to emit fluorescence rather than convert it to heat and generate a photoecho. Dyes with higher absorption cross-sections generate stronger optoacoustic signals. Therefore, the sensitivity of MSOT depends on the contrast agent used, its distribution and accumulation in the target tissue, and its resistance to photobleaching by the illuminating light. Sensitivity also depends on the ultrasound detector employed, the amount of light energy applied, the voxel size and spectral unmixing method. As imaging depth increases, light and ultrasound attenuation together reduce the optoacoustic signal and therefore the overall detection sensitivity. Ultrasound attenuation is frequency-dependent: higher frequencies are attenuated faster with increasing depth. Selecting ultrasound detectors that are most sensitive at the appropriate frequency can improve sensitivity at the target imaging depth, but at the cost of spatial resolution. Earlier calculations predicted that MSOT should be able to detect concentrations of organic fluorochromes as low as 5 nM. These calculations did not properly account for frequency-dependent attenuation of ultrasound in tissue or for the requirements of spectral unmixing. Experimental results suggest an in vivo detection sensitivity of 0.1-1 μM for organic dyes with a minimum detectable optical absorption coefficient of 0.1–1 cm−1, such as indocyanine green and Alexa fluochromes.S. Tzoumas, N.C. Deliolanis, S. Morscher, V. Ntziachristos, "Unmixing Molecular Agents From Absorbing Tissue in Multispectral Optoacoustic Tomography", ''IEEE Trans. Med. Imaging'' 33 (2014) 48-60. Advanced spectral unmixing methods based on statistical detection schemes can improve MSOT sensitivity.


Contrast and applications

Optoacoustic imaging in general, and MSOT in particular, have been applied to various analyses of animal models, including imaging of organs, pathology, functional processes and bio-distribution. This range of applications demonstrates the flexibility of MSOT, which reflects the range of contrast agents available. Practically every molecule that absorbs light and converts it to a pressure wave has the potential to be detected with optoacoustics. Contrast agents absorbing light in the near-IR are particularly attractive, because they enable imaging at greater depth.


Endogenous contrast agents

Hemoglobin Hemoglobin (haemoglobin, Hb or Hgb) is a protein containing iron that facilitates the transportation of oxygen in red blood cells. Almost all vertebrates contain hemoglobin, with the sole exception of the fish family Channichthyidae. Hemoglobin ...
is the dominant absorber of light in the visible and near-IR part of the optical spectrum and is commonly used for optoacoustic imaging. Endogenous contrast provided by hemoglobin allows sensitive imaging of vascular anatomy at various scales. Using MSOT further allows the distinction between oxygenation states of hemoglobin, enabling label-free assessment of tissue oxygenation and hypoxia, both of which are useful parameters in many pathologies and functional studies. Hemoglobin-based imaging to resolve vascular abnormalities and oxygenation status may be useful for various applications, including perfusion imaging, inflammation imaging, and tumor detection and characterization.
Melanin Melanin (; ) is a family of biomolecules organized as oligomers or polymers, which among other functions provide the pigments of many organisms. Melanin pigments are produced in a specialized group of cells known as melanocytes. There are ...
is another important endogenous absorber; it absorbs over a broad range of wavelengths in the visible and near-IR range, with absorption decreasing at longer wavelengths. Optoacoustic imaging of melanin has been used to assess the depth of melanoma ingrowth inside epithelial tissue and to assess the metastatic status of sentinel lymph nodes in melanoma patients. It can also detect circulating melanoma cells. MSOT can detect several other endogenous tissue absorbers, as long as the correct wavelength range is used to illuminate the sample. Lipids can be imaged at near-IR wavelengths, with the absorption peak occurring at 930 nm. Water absorbs strongly at near-IR wavelengths longer than 900 nm, with a strong peak at 980 nm. Bilirubin and cytochromes can be imaged at blue wavelengths. UV absorption by
DNA Deoxyribonucleic acid (; DNA) is a polymer composed of two polynucleotide chains that coil around each other to form a double helix. The polymer carries genetic instructions for the development, functioning, growth and reproduction of al ...
has also been exploited to image cell nuclei.A. Taruttis, G.M. van Dam, V. Ntziachristos, "Mesoscopic and macroscopic optoacoustic imaging of cancer", ''Cancer Res.'' 75 (2015) 1548-1559.


Exogenous contrast agents

A multitude of exogenous
contrast agents A contrast agent (or contrast medium) is a substance used to increase the contrast of structures or fluids within the body in medical imaging. Contrast agents absorb or alter external electromagnetism or ultrasound, which is different from radiop ...
have been developed, or are under development, for optoacoustics. These contrast agents should have an absorption spectrum different from that of endogenous tissue absorbers, so that they can be separated from other background absorbers using spectral unmixing. Different classes of exogenous contrast agents exist. Organic dyes, such as the fluorochromes indocyanine green and methylene blue, are non-specific, approved for clinical use, and suitable for perfusion imaging. They typically have low quantum yield, so they convert a large portion of absorbed energy into heat and thus photoechoes. Since these dyes can be imaged based on optoacoustics and fluorescence, the two types of microscopies can be used to complement and verify each other. In fact, organic dyes are generally well characterized because of their widespread use in fluorescence imaging. Photosensitizers, already in clinical use for
photodynamic therapy Photodynamic therapy (PDT) is a form of phototherapy involving light and a photosensitizing chemical substance used in conjunction with molecular oxygen to elicit cell death ( phototoxicity). PDT is used in treating acne, wet age-related macula ...
, can be detected using MSOT, allowing analysis of their pharmacokinetics and bio-distribution in vivo. Light-absorbing
nanoparticles A nanoparticle or ultrafine particle is a particle of matter 1 to 100 nanometres (nm) in diameter. The term is sometimes used for larger particles, up to 500 nm, or fibers and tubes that are less than 100 nm in only two directions. At ...
offer potential advantages over organic dyes because of their ability to produce stronger photoechoes and their lower photosensitivity. One disadvantage is that they must be approved individually for human use because their safety has not been well established.
Gold nanoparticles Colloidal gold is a sol or colloidal suspension of nanoparticles of gold in a fluid, usually water. The colloid is coloured usually either wine red (for spherical particles less than 100  nm) or blue-purple (for larger spherical particle ...
,
silver nanoparticle Silver nanoparticles are nanoparticles of silver of between 1 nm and 100 nm in size. While frequently described as being 'silver' some are composed of a large percentage of silver oxide due to their large ratio of surface science, surf ...
s, carbon
nanotubes A carbon nanotube (CNT) is a tube made of carbon with a diameter in the nanometre range (nanoscale). They are one of the allotropes of carbon. Two broad classes of carbon nanotubes are recognized: * ''Single-walled carbon nanotubes'' (''SWC ...
, and iron-oxide particles have been used for optoacoustic imaging in animals. Gold nanoparticles generate strong optoacoustic signals due to plasmon resonance, and their absorption spectrum can be tuned by modifying their shape. Some iron oxide nanoparticles, such as SPIO, have already been approved for the clinic as MRI contrast agents. Targeted contrast agents combine a dye or nanoparticle with a targeting ligand to provide MSOT contrast at specific tissues or in the presence of specific cellular or molecular processes. Such agents have been used in MSOT imaging of integrins within tumors in animals. Targeted agents can also be activatable, such that their absorption spectrum changes as the result of a change in the microenvironment. For example, a contrast agent activatable by matrix
metalloproteinase A metalloproteinase, or metalloprotease, is any protease enzyme whose catalytic mechanism involves a metal. An example is ADAM12 which plays a significant role in the fusion of muscle cells during embryo development, in a process known as myoge ...
( MMP) cleavage has been used to image MMP activity within thyroid tumors in mice.
Fluorescent proteins Fluorescence is one of two kinds of photoluminescence, the emission of light by a substance that has absorbed light or other electromagnetic radiation. When exposed to ultraviolet radiation, many substances will glow (fluoresce) with colore ...
that are already widespread, powerful tools for biomedical research, such as
green fluorescent protein The green fluorescent protein (GFP) is a protein that exhibits green fluorescence when exposed to light in the blue to ultraviolet range. The label ''GFP'' traditionally refers to the protein first isolated from the jellyfish ''Aequorea victo ...
, can also be visualized using MSOT. Newly developed fluorescent proteins that absorb in the near-IR range (e.g.
red fluorescent protein Red fluorescent protein (RFP) is a protein which acts as a fluorophore, fluorescing red-orange when excited. The original variant occurs naturally in the coral genus ''Discosoma'', and is named DsRed. Several new variants have been developed usin ...
) allow imaging deep inside tissues.D. Razansky, M. Distel, C. Vinegoni, R. Ma, N. Perrimon, R.W. Koester, V. Ntziachristos, "Multispectral opto-acoustic tomography of deep-seated fluorescent proteins in vivo", ''Nat Photonics'' 3 (2009) 412-417. MSOT based on in situ expression of fluorescent proteins can take advantage of tissue- and development-specific promoters, allowing imaging of specific parts of an organism at specific stages of development. For example,
eGFP The green fluorescent protein (GFP) is a protein that exhibits green fluorescence when exposed to light in the blue to ultraviolet range. The label ''GFP'' traditionally refers to the protein first isolated from the jellyfish ''Aequorea victo ...
and
mCherry mCherry is a member of the mFruits family of monomeric red fluorescent proteins (mRFPs). As an RFP, mCherry was derived from DsRed of '' Discosoma'' sea anemones, unlike green fluorescent proteins (GFPs) which are often derived from ''Aequorea v ...
fluorescent proteins have been imaged in model organisms such as ''
Drosophila melanogaster ''Drosophila melanogaster'' is a species of fly (an insect of the Order (biology), order Diptera) in the family Drosophilidae. The species is often referred to as the fruit fly or lesser fruit fly, or less commonly the "vinegar fly", "pomace fly" ...
'' pupae and adult zebrafish, and mCherry has been imaged in tumor cells in the mouse brain. This transgenic approach is not limited to fluorescent proteins: infecting tissue with a vaccinia virus carrying the tyrosinase gene allows in situ production of melanin, which generates strong optoacoustic signal for MSOT.


Emerging applications

Because of its ability to provide spatial and spectral resolution in real time on multiple scales, optoacoustic imaging in general and MSOT in particular are likely to play an important role in clinical imaging and management of cancer, cardiovascular disease and inflammation. MSOT presents numerous advantages over other radiology modalities because of its ability to resolve oxygenated and deoxygenated hemoglobin, its compatibility with a broad array of exogenous contrast agents, its scalability and its ability to image rapidly even below the tissue surface.


Imaging of pharmacokinetics

MSOT can track the fate of administered agents in blood circulation, allowing real-time, in vivo analysis of pharmacokinetics. This may reduce the numbers of animals needed in biomedical research.


Breast cancer imaging

Several optoacoustic studies have aimed to improve on the poor sensitivity of X-ray mammography in
dense breast tissue Dense breast tissue, also known as dense breasts, is a condition of the breasts where a higher proportion of the breasts are made up of glandular tissue and fibrous tissue than fatty tissue. Around 40–50% of women have dense breast tissue an ...
and the low specificity of ultrasound imaging. MSOT may miss fewer malignancies in dense breast tissue than these conventional modalities because optoacoustic contrast is unaffected by breast density. MSOT studies of breast cancer typically focus on detecting the increased vascular density and correspondingly high hemoglobin concentration thought to occur in and around tumors. The flexibility of MSOT may also allow imaging of other tissue and cancer biomarkers not detectable with current methods.


Vascular disease imaging

The hemoglobin distribution in carotid arteries of healthy humans has recently been imaged in real time using a hand-held device similar to diagnostic ultrasound systems currently in the clinic. The ability to image blood vessels in hands and feet may be useful for assessing peripheral vascular disease. ''Fig. 4: MSOT of human vasculature. The handheld MSOT probe shown here to measure photoechoes from hemoglobin, allows more sensitive detection of small blood vessels than Doppler ultrasound already in the clinic. Different structures are indicated: ADP, dorsalis pedis artery; ATP, tibialis posterior artery; MH, medial hallux; DH, distal hallux.''


Skin imaging

Optoacoustic mesoscopy is suitable for imaging skin lesions. Studies in preclinical models have imaged subcutaneous lesions and their vascular networks and demonstrated the potential to reveal lesion details such as depth, vascular morphology, oxygenation and melanin content. Combining optoacoustic mesoscopy with exogenous agents may provide further useful information.


Endoscopy

Light delivery and ultrasound detection can be miniaturized to create optoacoustic endoscopy systems for gastrointestinal applications. A system combining MSOT and ultrasound endoscopy has been used to image the esophagus and colon in rats and rabbits.B. Wang, J.L. Su, A.B. Karpiouk, K.V. Sokolov, R.W. Smalling, S.Y. Emelianov, "Intravascular Photoacoustic Imaging", ''IEEE J. Sel. Topics Quantum Electron'' 16 (2010) 588-599. The MSOT images revealed vascular features and hemoglobin oxygenation that was not detectable by ultrasound. Moreover, optoacoustic endoscopy can detect the exogenous dye Evans blue after injection into the lymphatic system. Ongoing technological progress is expected to allow optoacoustic imaging of the gastrointestinal tract in humans in the near future, which may allow three-dimensional analysis of suspicious lesions, providing more complete information than white light endoscopy.


Intravascular imaging

Miniaturized optoacoustic devices are also expected to offer interesting possibilities for
intravascular imaging Intravascular imaging is a catheter based system that allows physicians such as interventional cardiologists to acquire images of diseased vessels from inside the artery. Intravascular imaging provides detailed and accurate measurements of vessel ...
2-74 improving our ability to detect atherosclerosis and stent-related biomarkers. Optoacoustic imaging is likely to be well suited to this application, since it can detect lipids, neovasculature, hemoglobin oxygenation and contrast agents that mark inflammation.


Examination of metastatic status of sentinel lymph nodes

Melanoma metastasizes early into regional lymph nodes, so excision and analysis of so-called sentinel lymph nodes is important for treatment planning and prognosis assessment. To identify the sentinel lymph node for excision, a gamma-emitting radiotracer is injected inside the primary tumor and allowed to accumulate inside the sentinel lymph node. MSOT may provide a non-radioactive, non-invasive alternative for examination of the metastatic status of the sentinel lymph node. Initial studies have shown that MSOT can detect sentinel lymph nodes based on indocyanine green (ICG) accumulation after injection in the tumor, as well as melanoma metastasis inside the lymph nodes.
''Fig. 5: MSOT for determination of the metastatic status of sentinel lymph nodes in melanoma patients. (A) Indocyanine green (ICG) is injected and accumulates inside the sentinel lymph node, which is detected using a hand-held two-dimensional MSOT device. (b) MSOT images of the ICG accumulating in the sentinel lymph node (in color), overlaid on a background image of tissue illuminated at a single wavelength. Each image came from a different patient. (c) MSOT imaging of melanin (in color) overlaid on a background image of tissue. The first image shows a patient without melanoma metastasis. The second image shows a patient with melanoma metastasis inside the sentinel lymph node. In both cases, strong melanin signal from the skin can be seen''


Intraoperative imaging

Optoacoustic imaging in general and MSOT in particular may address a number of challenges for surgical procedures by providing real-time visualization below the tissue surface. In particular, optoacoustic imaging can provide immediate information on the perfusion status of tissues based on analysis of hemoglobin dynamics and oxygenation. This may, for example, detect areas at high risk of anastomotic leakage under ischemic conditions in the colon or esophagus, allowing preventive measures to be taken.


Possible use for biopsy-free detection of lymph node metastasis

MSOT can detect exogenous contrast agents up to a depth of 5 cm in tissue if the overlaying tissue is sufficiently compressed. It has been evaluated on 500 removed lymph nodes to check for
melanin Melanin (; ) is a family of biomolecules organized as oligomers or polymers, which among other functions provide the pigments of many organisms. Melanin pigments are produced in a specialized group of cells known as melanocytes. There are ...
as a sign of
melanoma Melanoma is the most dangerous type of skin cancer; it develops from the melanin-producing cells known as melanocytes. It typically occurs in the skin, but may rarely occur in the mouth, intestines, or eye (uveal melanoma). In very rare case ...
metastasis.


See also

*
Photoacoustic tomography Photoacoustic imaging or optoacoustic imaging is a biomedical imaging modality based on the photoacoustic effect. Non-ionizing laser pulses are delivered into biological tissues and part of the energy will be absorbed and converted into heat, le ...
*
Photoacoustic imaging in biomedicine Photoacoustic imaging or optoacoustic imaging is a biomedical imaging modality based on the photoacoustic effect. Non-ionizing laser pulses are delivered into biological tissues and part of the energy will be absorbed and converted into heat, le ...
* Optoacoustic imaging


References

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Further reading

* E. Mercep, N.C. Burton, J. Claussen, D. Razansky, Whole-body live mouse imaging by hybrid reflection-mode ultrasound and optoacoustic tomography, Opt Lett 40 (2015) 4643–4646. * J. Gateau, M.Á.A. Caballero, A. Dima, V. Ntziachristos, Three-dimensional optoacoustic tomography using a conventional ultrasound linear detector array: Whole-body tomographic system for small animals, Med. Phys. 40 (2013) 013302. * A. Chekkoury, J. Gateau, W. Driessen, P. Symvoulidis, N. Bézière, A. Feuchtinger, A. Walch, V. Ntziachristos, Optical mesoscopy without the scatter: broadband multispectral optoacoustic mesoscopy, Biomedical Optics Express 6 (2015) 3134–3148. * D. Soliman, G.J. Tserevelakis, M. Omar, V. Ntziachristos, Combining microscopy with mesoscopy using optical and optoacoustic label-free modes, Scientific Reports 5 (2015) 12902. Medical imaging