Open Access
18 May 2012 In vivo photoacoustic imaging of mouse embryos
Jan Laufer, Francesca C. Norris, Jon O. Cleary, Edward Z. Zhang, Bradley E. Treeby, Ben T. Cox, Sean Peter Johnson, Pete Scambler, Mark F. Lythgoe, Paul C. Beard
Author Affiliations +
Abstract
The ability to noninvasively image embryonic vascular anatomy in mouse models is an important requirement for characterizing the development of the normal cardiovascular system and malformations in the heart and vascular supply. Photoacoustic imaging, which can provide high resolution non invasive images of the vasculature based upon optical absorption by endogenous hemoglobin, is well suited to this application. In this study, photoacoustic images of mouse embryos were obtained ex vivo and in vivo. The images show intricate details of the embryonic vascular system to depths of up to 10 mm, which allowed whole embryos to be imaged in situ. To achieve this, an all-optical photoacoustic scanner and a novel time reversal image reconstruction algorithm, which provide deep tissue imaging capability while maintaining high spatial resolution and contrast were employed. This technology may find application as an imaging tool for preclinical embryo studies in developmental biology as well as more generally in preclinical and clinical medicine for studying pathologies characterized by changes in the vasculature.

1.

Introduction

The ability to characterize the structure and function of the embryonic vascular system in mouse models is an important requirement for a range of applications in developmental biological research. These include the study of the development of the normal cardiovascular system and the role of the blood supply in the development of organs, the musculoskeletal system and other anatomical structures. In addition, large-scale mutagenesis programmes are currently under way worldwide to create transgenic mouse models for each of the >25,000 genes in order to enable the study of gene function.1 This increasing use of genetically modified mice has highlighted the need for techniques that can visualize abnormalities in cardiac and vascular development in genetically manipulated late-gestation embryos. Conventionally this is achieved ex vivo by microscopic examination with histology thus precluding performing longitudinal studies in the same animal.2 As a consequence, there is a need for noninvasive imaging techniques that are capable of visualizing the evolution of embryonic vascular anatomy in utero (i.e., in vivo in the mother animal) over time, preferably without the use of exogenous contrast agents. The modalities that have shown the most promise for embryo imaging are ultrasound,3 magnetic resonance imaging (MRI),4,5 and x-ray computed tomography (CT).6 However, in ultrasound imaging, which has been used to study early to mid-gestational embryos,3 microbubble contrast agents are often required to overcome the low echogenicity of blood in order to visualize the vasculature.3 Although MRI has been used to visualise the heart and vasculature of the embryo in vivo,7 it is more widely used in ex vivo studies,8 due to the technical challenges of in vivo imaging. For example, the quality of in vivo embryo images is limited by motion artefacts and poor spatial resolution due to the limited image acquisition time available. X-ray CT provides weak, soft tissue contrast and typically requires the use of exogenous contrast agents to visualize the vasculature. In addition, the use of ionizing radiation can limit the duration of longitudinal studies.

Photoacoustic imaging is an emerging technique that can provide label-free noninvasive three- dimensional images of the vasculature9 to depths of several cm with a spatial resolution ranging from tens to hundreds of microns (depending on depth). It is based upon the generation of ultrasound waves through the absorption of nanosecond laser pulses by light absorbing tissue chromophores. The acoustic waves travel to the tissue surface where they are detected by an ultrasound receiver array. From the detected signals, three-dimensional (3-D) images that are proportional to the absorbed optical energy distribution can be reconstructed. The fundamental advantage of photoacoustic imaging is that it combines the physics of both optical and ultrasound imaging thus providing both the spectral specificity of purely optical methods and the high spatial resolution of ultrasound. Image contrast is dominated by optical absorption making the technique well suited to visualizing the vasculature due to the strong absorption exhibited by hemoglobin at visible and nearinfrared wavelengths. As well as providing images of vascular anatomy, quantitative spectroscopic measurements of blood oxygen saturation and hemoglobin concentration10 can be made by acquiring images at multiple wavelengths. In addition, there is the potential for measuring blood flow using Doppler techniques.1113 These attributes suggests photoacoustic imaging has strong potential as a preclinical investigative tool for the noninvasive assessment of embryonic vascular structure and function.

Photoacoustic imaging has been used previously to obtain noninvasive tomographic images of the vasculature of major organs in mice, such as the brain14 and the skin.15 The potential of photoacoustic imaging to visualize the vascular anatomy of mouse embryos ex vivo has been demonstrated in preliminary studies16,17 but not in situ or in vivo. In this paper, we demonstrate for the first time deep tissue (>10  mm) 3-D imaging of whole mouse embryos in vivo (and in utero) using an all-optical PA scanner and an image reconstruction algorithm based on acoustic time reversal.

2.

Methods

2.1.

Photoacoustic Imaging System

An all-optical photoacoustic imaging system was used to image mouse embryos in tomography mode. The system, a schematic and photograph of which is shown in Fig. 1, is described in detail elsewhere.18 Briefly, it comprises a wavelength tuneable optical parametric oscillator (OPO) laser system (premiScan, GWU, and Quanta-Ray PRO-270-50, Newport Spectra-Physics) that provides visible and near infrared nanosecond excitation laser pulses and a photoacoustic scanner based on a planar Fabry-Perot ultrasound sensor for mapping the photoacoustic waves. The sensor consists of two dichroic mirrors separated by a polymer film, thus forming a Fabry-Perot interferometer (FPI). The mirrors have high transmittance between 590 and 1200 nm but are highly reflective around 1550 nm. This allows the excitation laser pulses to be transmitted through the Fabry-Perot sensor into the adjacent tissue where they are absorbed by chromophores such as oxy- and deoxyhemoglobin. The absorption produces a rapid isochoric increase in temperature and pressure. The latter subsequently relaxes resulting in the emission of broadband ultrasonic waves. As the waves propagate through the sensor, the optical thickness of the FPI is modulated, causing a transient change in its reflectivity. By raster scanning a focussed 1550 nm continuous-wave (CW) laser beam across the surface of the FPI and recording the time-varying reflected intensity at each point, the spatial-temporal distribution of the incident photoacoustic waves can be mapped in 2-D.

Fig. 1

Small animal photoacoustic imaging system. (a) Schematic illustrating the operation of the system. Photoacoustic waves are generated by the absorption of nanosecond optical pulses provided by a wavelength-tuneable OPO laser and detected by a transparent Fabry-Perot polymer film ultrasound sensor. The sensor comprises a pair of dichroic mirrors separated by a 40 µm thick polymer spacer thus forming a Fabry-Perot interferometer (FPI). The waves are mapped in 2-D by raster-scanning a CW focused interrogation laser beam across the sensor and recording the acoustically induced modulation of the reflectivity of the FPI at each scan point. (b) Photograph of the imaging system. (c) The system in operation, showing the anesthetized animal located on the Fabry-Perot sensor, through which the excitation laser pulses are transmitted.

JBO_17_6_061220_f001.png

In this study, a Fabry-Perot sensor of 40 μm thickness was used, which provides a detection bandwidth of 22 MHz (3  dB point). The line spread function (LSF) represents the inherent instrument-limited spatial resolution in the absence of tissue acoustic attenuation. The vertical LSF is limited by the detector bandwidth and is 27 μm. The lateral LSF is determined by several parameters, such as the step size, scan area aperture, and bandwidth.18 In this study, it is defined by the relatively large scan step size, which ranged from 115 to 150 μm. The noise equivalent pressure of the sensor was 0.21 kPa over a measurement bandwidth of 20 MHz. The diameter of the focused interrogation laser beam was 22 µm which, to a first approximation, defines the acoustic element size. The maximum scan area was 16×16  mm2. A typical scan acquired 20,000 waveforms each of 500 points without signal averaging. The image acquisition time was typically 8 min and limited by the 50 Hz pulse repetition frequency of the excitation laser. All images were acquired using fluences below the maximum permissible exposure for skin.19

2.2.

Time-Reversal Image Reconstruction

Photoacoustic images were reconstructed from the detected photoacoustic signal using a time-reversal image reconstruction algorithm, which compensates for the frequency dependent acoustic attenuation exhibited by soft tissues.20 The algorithm uses a pseudo-spectral (k-space) acoustic propagation model21 to simulate the retransmission of the measured photoacoustic signals into the domain in time-reversed order. The photoacoustic waves then refocus to yield an image of the initial pressure distribution. Attenuation compensation is provided via an acoustic equation of state which accounts for acoustic absorption following a frequency power law. This significantly increases image magnitude and resolution, especially at greater depths.20 The attenuation parameters were set to those of human breast tissue22 with an absorption coefficient α=α0fy  dBcm1 where f is the frequency, α0=0.75  dBMHzycm1 and y=1.5. The sound speed was determined using an autofocus method.23 This involved using a fast FFT-based reconstruction algorithm24 without attenuation compensation to reconstruct a number of images using different sound speeds. A metric related to image sharpness was calculated for each image, and the sound speed corresponding to its maximum was chosen for the final image reconstruction using the time reversal algorithm.

For display purposes, the reconstructed 3-D images were interpolated onto a mesh with four times higher grid density in x and y. To aid visualization of deeper lying features, the image intensity was normalized with respect to depth using a one-dimensional exponential function to account for optical attenuation. Maximum intensity projections (MIP) were computed from the 3-D image data set and displayed using a logarithmic image intensity scale. Three dimensional rendering was accomplished using 3-D-Doctor (Able Software Corp.).

2.3.

Embryo Imaging

Three sets of experiments were performed. In the first set, embryos of CD-1 mice at two stages of development (E15.5 and E18.5, i.e., 15.5 days and 18.5 days gestation) were imaged ex vivo within 1 h of dissection. The embryos were placed on the scanner and immersed in a strongly scattering intralipid suspension (Fresenius Kabi) of 1% lipid concentration in order to homogenize the incident illumination. The embryos were irradiated either through the sensor (backward mode) or from above (forward mode) or in both forward and backward modes simultaneously using the signal and idler outputs of the OPO laser system.

The second set of experiments was aimed at demonstrating the feasibility of imaging embryos in situ and involved imaging the abdomen of two pregnant CD-1 mice (E15.5) within 1 h of sacrifice. The fur on the abdomen was removed using commercial hair removal products. The skin remained intact. The abdomen of the animals was then placed on the Fabry-Perot sensor with a thin layer of aqueous gel inserted between the skin and the sensor to provide acoustic coupling. The abdomen was illuminated through the sensor (backward mode).

The third set of experiments was aimed at establishing the feasibility of in vivo imaging of mouse embryos in the mother animal. A pregnant CD-1 mouse (E15.5) was anesthetized using a mixture of oxygen and isofluorane at a concentration of 4% for induction and 1% to 2% for maintenance. The flow rate was 1.1  min1. Body temperature and respiration were monitored and maintained constantly during the experiment.

For all experiments, the beam diameter of the incident excitation light was approximately 2 cm. This resulted in a fluence of <10  mJcm2, which is below the maximum permissible exposure for skin.19 The excitation wavelengths ranged from 600 to 770 nm and the duration of the scans was approximately 8 min.

3.

Results

3.1.

Ex Vivo Photoacoustic Images of Mouse Embryos

Figure 2 shows ex vivo images of two embryos at different stages of development. To obtain these images, forward and backward mode illumination were used simultaneously. Figure 2(a)2(c) shows MIPs (16.5×12.0×7.6  mm3) of the 3-D image data set of an E15.5 embryo. Figure 2(a) shows regions such as the head, heart, abdomen and spine. Figure 2(e)2(g) shows MIPs (18.0×11.5×8.0  mm3) of an E18.5 embryo and illustrates the more advanced anatomical development. 3-D volume rendered representations of the image data sets shown in Fig. 2 can be viewed online in Videos 1 and 2.

Fig. 2

Ex vivo photoacoustic images of two mouse embryos of different age. (a) xy, (b) xz, and (c) yz maximum intensity projections (MIP) of a 3-D image data set acquired in an E15.5 embryo using 658 and 770 nm excitation wavelengths simultaneously (d) photograph of embryo. (e) xy, (f) xz, and (g) yz MIPs of an E18.5 embryo obtained using an excitation wavelength of 630 nm (h) photograph of embryo. The scan step size for both data sets was 120 μm. Movies of volume rendered 3-D representations of both data sets are available online (Video 1, MOV, 3.9 MB). [URL: http://dx.doi.org/10.1117/1.JBO.17.6.061220.1] (Video 2, MOV, 4.0 MB). [URL: http://dx.doi.org/10.1117/1.JBO.17.6.061220.2].

JBO_17_6_061220_f002.png

A more detailed visualization of the vasculature in the interior of the smaller E15.5 embryo is provided in Fig. 3 which shows a set of MIP slices at different depths through the embryo. Figure 3(a) shows the xy MIP of the entire 3-D image data set of the embryo (also available online as a flythrough movie, Video 3). Figure 3(b)3(f) shows MIPs of this data set for different depth ranges. Figure 3(b) shows that the vertebral and right pulmonary arteries, the superficial temporal vein, and liver tissue can be readily visualized. Unexpectedly, the developing ribs can also be seen. This is typically not the case in adult mice, as bone tissue has limited photoacoustic contrast due to its low hemoglobin content. Figure 3(c) shows the vasculature around the right atrium of the heart, such as the lateral thoracic vein, the aorta and the aortic arch, Azygos vein, and the jugular vein. The intercostal arteries, which branch off the aorta towards the region of the developing spine, can also be seen. Figure 3(d) shows the MIP for z=2.4 to 3.0 mm and reveals features resembling the heart ventricles. The lower image contrast produced by the ventricles compared to that of the heart atria may be a consequence of differences in their anatomical structure. While the atria are smooth walled compartments at this stage of embryonic development, the developing ventricles are trabeculated structures,25 which may hold less blood volume than the atria and therefore produce less photoacoustic contrast. Figure 3(e) shows sections of the heart, such as the left atrium, and major parts of the vasculature, such as the left lateral thoracic vein and the left superior vena cava. The most noticeable feature is the inferior vena cava and its branches, such as the hepatic and renal veins. Also, regions corresponding to the developing bone tissue, such as the ribs, are again clearly evident. Figure 3(f) shows major external blood vessels, such as the left external jugular vein, and internal vessels, such as the common carotid, the left pulmonary artery, and the terminal branches of the hepatic vein within the liver.

Fig. 3

xy MIP photoacoustic images of the E15.5 embryo shown in Fig. 2(d) for different depth ranges. (a) complete ex vivo 3-D image data set [z=0 to 5.8 mm, same image as Fig. 2(a)]. (b) z=0 to 1.8 mm, (c) z=1.8 to 2.4 mm, (d) z=2.4 to 3.0 mm, (e) z=3.0 to 4.0 mm, (f) z=4.0 to 5.8 mm. A flythrough movie of this image data set is available online (Video 3, MOV, 4.9 MB). [URL: http://dx.doi.org/10.1117/1.JBO.17.6.061220.3].

JBO_17_6_061220_f003.png

3.2.

In Situ Embryo Images

Images of the abdomen of a pregnant female mouse containing two embryos (acquired within 1 h of sacrifice) are shown in Fig. 4. In Fig. 4(a), the xy MIP of the entire 3-D image data set for z=0 to 6 mm is presented—a flythrough movie of this image data set is available in Video 4. Two embryos (shaded red) can be seen in Fig. 4(a), along with the vasculature of the uterus and the skin. In order to distinguish between the maternal and embryonic anatomy, MIPs over different depth ranges are shown in Fig. 4(b)4(d). Figure 4(b) shows the xy MIP for z=0 to 1 mm and reveals the maternal blood vessel network in the abdominal skin and the uterus, including branches of the ovarian arteries and veins. Since most of the embryonic vascular anatomy is located beyond the depth range of this image, the embryos themselves are barely visible. By contrast, both embryos can be clearly seen in Fig. 4(c) which is an MIP over the depth range z=1 to 3 mm. The pulmonary vein, the right atrium of the heart and the liver of embryo 1 are evident as are the blood vessels in the head and parts of the developing skeleton (such as the ribs) of both embryos. Figure 4(d) shows the abdominal aorta and the Azygos vein, which are two major blood vessels that run along the abdominal side of the spine, and the inferior vena cava of embryo 1. The spinal region, which contains the intercostal arteries branching off the abdominal aorta, of both embryos is also visible. Figure 5 shows an xy MIP (z=0 to 6.5 mm) of the abdomen of a different pregnant mouse. In this example, only a single embryo can be seen. In addition to the embryonic anatomical features observed in Fig. 4, the placenta and umbilical cord are also visible—the visualization of these features is relevant to the study of the interplay between the morphology of the maternal feeding vessels and embryonic development and abnormalities. A flythrough movie of this image is available in Video 5.

Fig. 4

In situ images of the abdomen of a pregnant female mouse containing two embryos for different depth ranges. The excitation wavelength was 640 nm and the step size was 115 μm. (a) xy MIP of complete 3-D image data set (z=0 to 6 mm) showing the two embryos (shaded red), (b) xy MIP for z=0 to 1 mm showing the blood vessel network in the abdominal skin and the uterus. (c) xy MIP for z=1 to 3 mm. This shows the anatomy of the two embryos. The right atrium, the pulmonary vein, and the vessels in the embryo head are evident as are organs such as the liver and parts of the developing skeleton, such as the ribs. (d) xy MIP for z=3 to 6 mm showing vascular features such as the abdominal aorta, the Azygos vein, and the inferior vena cava. The spinal region, which contains the intercostal arteries, is also visible. A flythrough movie of this image is available online (Video 4, MOV, 6.8 MB). [URL: http://dx.doi.org/10.1117/1.JBO.17.6.061220.4].

JBO_17_6_061220_f004.png

Fig. 5

xy MIP of a 3-D image data set (z=0 to 6.5 mm) of the abdomen of a pregnant mouse acquired in situ at an excitation wavelength of 640 nm and a step size of 140 μm, showing the placenta and umbilical cord as well as the vasculature of the embryo (heart, liver, and head), the developing rib cage, and the ovarian blood vessels. A flythrough movie of this 3-D image can also be viewed online (Video 5, MOV, 2.55 MB). [URL: http://dx.doi.org/10.1117/1.JBO.17.6.061220.5]. (b) xz MIP of an image subsection (as indicated by the dashed rectangle in the xy image) with a thickness of 4 mm in the y-direction. Three blood vessels of the umbilical cord, i.e., two arteries and one vein, can be seen.

JBO_17_6_061220_f005.png

3.3.

In Vivo Mouse Embryo Images

Figure 6 shows an MIP of a 3-D in vivo image of the abdomen of a pregnant mouse (E15.5). The embryo is highlighted in red. The maternal vasculature in the abdominal skin is clearly evident as well as considerable photoacoustic contrast originating from the gastrointestinal tract, most likely the bowel. To visualize the embryo more clearly, xy MIPs of a smaller subsection (12×12×10  mm3) of the data set are shown in Fig. 7 for six different depth ranges. The vasculature of the abdominal skin and the uterus can be seen in Fig. 7(a), which shows the xy MIP of the reduced data set for z=0 to 1.2 mm. It also shows a small section of the gastrointestinal tract. Figure 7(b) shows the MIP for z=1.2 to 1.8 mm in which the superficial vasculature of the embryo and the walls of the oval-shaped uterus can be seen. Figure 7(c) shows the MIP for z=1.8 to 3.7 mm. Sections of the interior anatomy of the embryo, such as the left heart atrium, the superior vena cava and the exterior vasculature, such as the pulmonary vein and the anterior facial vein, are visualized. The liver can also be seen. At depths greater than 4 mm, the resolution is noticeably reduced compared to the in situ images (Fig. 4), which is most likely due to respiratory movement. Major blood vessels can nevertheless be identified. For example, Fig. 7(d) shows the aorta and vertebral artery, the tail vein and the umbilical cord. In Fig. 7(e) and 7(f), which show the MIPs for z=4.9 to 8.0 mm, major blood vessels, such as the inferior vena cava, the superficial temporal vein, and the vertebral artery are visible. External blood vessels on the side of the embryo furthest from the abdominal skin, such as the anterior facial vein, are also evident. This shows that sufficient penetration depth for in vivo imaging of whole mouse embryos in utero can be achieved. Figure 7(f) shows the structures characteristic of the uterine vasculature underlying the embryo at depths greater than 7.2 mm. The features in Figs. 6 and 7 are best observed in the flythrough movie of this data set (available in Video 6). This movie also clearly demonstrates that vascular features at a depth of up to 10 mm can be observed.

Fig. 6

In vivo xy MIP of a 3-D image data set (20×20×10  mm3) of the abdomen of a pregnant mouse (E15.5) containing a single embryo acquired using an excitation wavelength of 640 nm and a scan step size of 150 μm. It shows the maternal skin vasculature, parts of the gastrointestinal tract, and the location of the embryo, which is indicated in red.

JBO_17_6_061220_f006.png

Fig. 7

Subsections of the in vivo image data shown in Fig. 6 for different depth ranges. (a) xy MIP for z=0 to 1.2 mm, which shows the vasculature in the skin and the uterus. (b) xy MIP for z=1.2 to 1.8 mm, which shows some of the superficial vasculature of the embryo as well as the walls of the uterus. (c) xy MIP for z=1.8 to 3.7 mm, which shows the left heart atrium, a variety of blood vessels, such as the pulmonary and anterior facial vein, as well as organs, such as the liver. (d) xy MIP for z=3.7 to 4.9 mm, which shows major internal blood vessels, such as the aorta and the vertebral artery, and the umbilical cord. (e) xy MIP for z=4.9 to 6.2 mm, which shows major internal blood vessels, such as the inferior vena cava, and external vessels, such as the superficial temporal vein. (f) xy MIP for z=7.2 to 8.0 mm in which ovarian blood vessels can be discerned. A flythrough movie of the 3-D data set is available online (Video 6, MOV, 9.12 MB). [URL: http://dx.doi.org/10.1117/1.JBO.17.6.061220.6].

JBO_17_6_061220_f007.png

4.

Discussion and Conclusions

This study has shown that photoacoustic imaging can visualize the vascular anatomy of whole mouse embryos in the intact mother animal in utero and wholly non-invasively to depths of 10 mm. The ability to visualize both the embryonic and maternal vascular anatomy with high spatial fidelity is a consequence of several specific features of the instrumentation and image reconstruction algorithm used in this study. First, the FP sensor provides acoustically small element sizes at MHz frequencies with significantly higher sensitivity than equivalently broad-banded piezoelectric detectors of the same size18—an essential prerequisite for achieving high image SNR and spatial resolution in the tomography mode of photoacoustic imaging. In addition, the time-reversal image reconstruction algorithm compensates for the acoustic band-limiting due to tissue acoustic attenuation yielding higher spatial resolution and contrast than non-compensated methods usually used in PA imaging. A further advantage, albeit one that relates more to convenience than performance, is derived from the transparent nature of the Fabry-Perot sensor head. Unlike most piezoelectric based photoacoustic scanners, this permits true backward mode operation which allows straightforward delivery of the excitation light and convenient interfacing of the instrument to the animal. The combination of these advantageous factors enabled in vivo visualization of intricate details of the embryonic vascular system. These include the vascular compartments of major organs, such as the heart ventricles, and major blood vessels, such as the aorta, the inferior vena cava, pulmonary vein, and the superficial temporal vein. The best images in terms of fidelity and quality were obtained in the ex vivo and in situ experiments, which visualized the internal vasculature of major organs in greater detail than the in vivo images. Better in vivo imaging performance may be achieved by employing gating techniques similar to those used in MRI7 to compensate for detrimental factors such as motion artefacts due to, for example, breathing, the beating of the heart, and possibly movements of the gastrointestinal tract.

The ability to obtain high resolution 3-D images of the vasculature of mouse embryos in vivo makes this technology applicable to, for example, longitudinal imaging studies of transgenic mouse embryos in which specific genetic knockouts induce heart and vascular malformations. These studies are currently carried out ex vivo using modalities such as MRI26 or optical projection tomography,27 which require extensive preparation of the excised embryos and may involve the draining of blood and the use of contrast agents, such as gadolinium or fluorescent dyes. By contrast, photoacoustic imaging has the potential to enable these studies to be conducted in vivo, over a period of time, and in a non-invasive manner thus making it a potentially powerful tool for developmental biological research.

Acknowledgments

We would like to acknowledge the support of the British Heart Foundation and the Engineering and Physical Sciences Research Council.

References

1. 

F. S. Collins, J. Rossant and W. Wurst, “A mouse for all reasons,” Cell, 128 (1), 9 –13 (2007). http://dx.doi.org/10.1016/j.cell.2006.12.018 CELLB5 0092-8674 Google Scholar

2. 

M. H. Kaufman, The Atlas of Mouse Development, 512 Academic Press, San Diego, CA (1992). Google Scholar

3. 

F. S. Foster, J. Hossack and S. L. Adamson, “Micro-ultrasound for preclinical imaging,” Interface Focus, 1 (4), 576 –601 (2011). http://dx.doi.org/10.1098/rsfs.2011.0037 Google Scholar

4. 

J. O. Cleary et al., “Cardiac phenotyping in ex vivo murine embryos using microMRI,” NMR Biomed., 22 (8), 857 –866 (2009). http://dx.doi.org/10.1002/nbm.v22:8 NMRBEF 0952-3480 Google Scholar

5. 

J. O. Cleary et al., “Magnetic resonance virtual histology for embryos: 3D atlases for automated high-throughput phenotyping,” NeuroImage, 54 (2), 769 –778 (2011). http://dx.doi.org/10.1016/j.neuroimage.2010.07.039 NEIMEF 1053-8119 Google Scholar

6. 

J. T. Johnson et al., “Virtual histology of transgenic mouse embryos for high-throughput phenotyping,” PLoS Genetics, 2 (4), e61 (2006). Google Scholar

7. 

B. J. Nieman, K. U. Szulc and D. H. Turnbull, “Three-dimensional, in vivo MRI with self-gating and image coregistration in the mouse,” Magn. Reson. Med., 61 (5), 1148 –1157 (2009). http://dx.doi.org/10.1002/mrm.21945 Google Scholar

8. 

C. A. Berrios-Otero et al., “Three-dimensional micro-MRI analysis of cerebral artery development in mouse embryos,” Magn. Reson. Med., 62 (6), 1431 –1439 (2009). Google Scholar

9. 

P. Beard, “Biomedical photoacoustic imaging,” Interface Focus, 1 (4), 602 –631 (2011). Google Scholar

10. 

J. Laufer et al., “Quantitative spatially resolved measurement of tissue chromophore concentrations using photoacoustic spectroscopy: application to the measurement of blood oxygenation and haemoglobin concentration,” Phys. Med. Biol., 52 141 –168 (2007). http://dx.doi.org/10.1088/0031-9155/52/1/010 PHMBA7 0031-9155 Google Scholar

11. 

J. Yao et al., “In vivo photoacoustic imaging of transverse blood flow by using Doppler broadening of bandwidth,” Opt. Lett., 35 (9), 1419 –1421 (2010). http://dx.doi.org/10.1364/OL.35.001419 OPLEDP 0146-9592 Google Scholar

12. 

A. Sheinfeld, S. Gilead and A. Eyal, “Simultaneous spatial and spectral mapping of flow using photoacoustic Doppler measurement,” J. Biomed. Opt., 15 (6), 066010 (2010). http://dx.doi.org/10.1117/1.3509113 JBOPFO 1083-3668 Google Scholar

13. 

J. Brunker and P. Beard, “Pulsed photoacoustic Doppler flow measurements in blood-mimicking phantoms,” Proc. SPIE, 7899 78991K (2011). http://dx.doi.org/10.1117/12.874469 PSISDG 0277-786X Google Scholar

14. 

J. Laufer et al., “Three-dimensional noninvasive imaging of the vasculature in the mouse brain using a high resolution photoacoustic scanner,” Appl. Opt., 48 (10), D299 –306 (2009). http://dx.doi.org/10.1364/AO.48.00D299 APOPAI 0003-6935 Google Scholar

15. 

E. Z. Zhang et al., “In vivo high-resolution 3D photoacoustic imaging of superficial vascular anatomy,” Phys. Med. Biol., 54 (4), 1035 –1046 (2009). http://dx.doi.org/10.1088/0031-9155/54/4/014 PHMBA7 0031-9155 Google Scholar

16. 

J. G. Laufer et al., “Photoacoustic imaging of vascular networks in transgenic mice,” Proc. SPIE, 7564 75641A (2010). http://dx.doi.org/10.1117/12.842204 PSISDG 0277-786X Google Scholar

17. 

J. Xia et al., “Three-dimensional photoacoustic tomography based on the focal-line concept,” J. Biomed. Opt., 16 (9), 090505 (2011). http://dx.doi.org/10.1117/1.3625576 JBOPFO 1083-3668 Google Scholar

18. 

E. Zhang, J. Laufer and P. Beard, “Backward-mode multiwavelength photoacoustic scanner using a planar Fabry-Perot polymer film ultrasound sensor for high-resolution three-dimensional imaging of biological tissues,” Appl. Opt., 47 (4), 561 –577 (2008). http://dx.doi.org/10.1364/AO.47.000561 APOPAI 0003-6935 Google Scholar

20. 

B. E. Treeby, E. Z. Zhang and B. T. Cox, “Photoacoustic tomography in absorbing acoustic media using time reversal,” Inverse Problems, 26 (11), 115003 (2010). http://dx.doi.org/10.1088/0266-5611/26/11/115003 INPEEY 0266-5611 Google Scholar

21. 

B. E. Treeby and B. T. Cox, “k-Wave: MATLAB toolbox for the simulation and reconstruction of photoacoustic wave fields,” J. Biomed. Opt., 15 (2), 021314 (2010). http://dx.doi.org/10.1117/1.3360308 JBOPFO 1083-3668 Google Scholar

22. 

T. L. Szabo, Diagnostic Ultrasound Imaging, Elsevier Academic Press, London (2004). Google Scholar

23. 

B. E. Treeby et al., “Automatic sound speed selection in photoacoustic image reconstruction using an autofocus approach,” J. Biomed. Opt., 16 (9), 090501 (2011). http://dx.doi.org/10.1117/1.3619139 JBOPFO 1083-3668 Google Scholar

24. 

K. P. Köstli et al., “Temporal backward projection of optoacoustic pressure transients using fourier transform methods,” Phys. Med. Biol., 46 1863 –1872 (2001). http://dx.doi.org/10.1088/0031-9155/46/7/309 PHMBA7 0031-9155 Google Scholar

25. 

A. T. Soufan et al., “Three-dimensional reconstruction of gene expression patterns during cardiac development,” Physiol. Genom., 13 187 –195 (2003). 1094-8341 Google Scholar

26. 

J. O. Cleary et al., “Cardiac phenotyping in ex vivo murine embryos using microMRI,” NMR Biomed., 22 857 –866 (2009). http://dx.doi.org/10.1002/nbm.v22:8 NMRBEF 0952-3480 Google Scholar

27. 

J. R. Walls et al., “Three-dimensional analysis of vascular development in the mouse embryo,” PloS One, 3 (8), e2853 (2008). http://dx.doi.org/10.1371/journal.pone.0002853 1932-6203 Google Scholar
© 2012 Society of Photo-Optical Instrumentation Engineers (SPIE) 0091-3286/2012/$25.00 © 2012 SPIE
Jan Laufer, Francesca C. Norris, Jon O. Cleary, Edward Z. Zhang, Bradley E. Treeby, Ben T. Cox, Sean Peter Johnson, Pete Scambler, Mark F. Lythgoe, and Paul C. Beard "In vivo photoacoustic imaging of mouse embryos," Journal of Biomedical Optics 17(6), 061220 (18 May 2012). https://doi.org/10.1117/1.JBO.17.6.061220
Received: 22 December 2011; Accepted: 7 March 2012; Published: 18 May 2012
Lens.org Logo
CITATIONS
Cited by 71 scholarly publications and 1 patent.
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
In vivo imaging

Photoacoustic imaging

Veins

Photoacoustic spectroscopy

Sensors

3D image processing

Visualization

Back to Top