Elsevier

NeuroImage

Volume 65, 15 January 2013, Pages 522-528
NeuroImage

Multispectral Opto-acoustic Tomography (MSOT) of the Brain and Glioblastoma Characterization

https://doi.org/10.1016/j.neuroimage.2012.09.053Get rights and content

Abstract

Brain research depends strongly on imaging for assessing function and disease in vivo. We examine herein multispectral opto-acoustic tomography (MSOT), a novel technology for high-resolution molecular imaging deep inside tissues. MSOT illuminates tissue with light pulses at multiple wavelengths and detects the acoustic waves generated by the thermoelastic expansion of the environment surrounding absorbing molecules. Using spectral unmixing analysis of the data collected, MSOT can then differentiate the spectral signatures of oxygenated and deoxygenated hemoglobin and of photo-absorbing agents and quantify their concentration. By being able to detect absorbing molecules up to centimeters deep in the tissue it represents an ideal modality for small animal brain imaging, simultaneously providing anatomical, hemodynamic, functional, and molecular information. In this work we examine the capacity of MSOT in cross-sectional brain imaging of mice. We find unprecedented optical imaging performance in cross-sectional visualization of anatomical and physiological parameters of the mouse brain. For example, the potential of MSOT to characterize ischemic brain areas was demonstrated through the use of a carbon dioxide challenge. In addition, indocyanine green (ICG) was injected intravenously, and the kinetics of uptake and clearance in the vasculature of the brain was visualized in real-time. We further found that multiparameter, multispectral imaging of the growth of U87 tumor cells injected into the brain could be visualized through the intact mouse head, for example through visualization of deoxygenated hemoglobin in the growing tumor. We also demonstrate how MSOT offers several compelling features for brain research and allows time-dependent detection and quantification of brain parameters that are not available using other imaging methods without invasive procedures.

Highlights

► MSOT offers high resolution imaging of anatomy and physiology in cross sections. ► MSOT resolves oxy- and deoxy-genated hemoglobin and optical agents in real-time. ► Multiple molecules can be multiplexed for concurrent imaging. ► We expect that MSOT will enable new insights into brain function and disease.

Introduction

Neuroimaging has transformed brain research and clinical neurology by enabling early diagnosis of disease and critical feedback on the efficacy of treatments (Hargreaves, 2008, Wong et al., 2009). In addition, non-invasive imaging has enabled correlations between brain function and behavior (Logothetis, 2008). However, there is always a need to improve upon current technologies. Innovation, driven by assessing and offering alternatives to the limitations of current technologies, has and will continue to drive new discoveries in neuroimaging. There are currently many modalities available for neuroimaging, each with their own benefits and limitations. X-ray-based computed tomography (CT) and magnetic resonance imaging (MRI) provide anatomical information at high spatial resolution but with limited molecular specificity (Histed et al., 2012). On the other hand, positron emission tomography (PET) and fluorescence molecular tomography (FMT) are molecular imaging modalities (Ntziachristos and Razansky, 2010), but have low resolution. Intravital microscopy has molecular specificity at high resolution, but is limited by shallow tissue penetration and requires invasive procedures (Lichtman and Fraser, 2001).

We studied the performance of multispectral opto-acoustic tomography (MSOT) for neuroimaging in mice. MSOT combines the high resolution of anatomical techniques such as MRI, the molecular specificity of PET or FMT and the contrast of optical imaging to offer a highly potent modality that has been implemented recently for small animal imaging in real-time (Buehler et al., 2010, Ntziachristos and Razansky, 2010). It therefore offers several attractive characteristics for studying brain function and disease. Opto-acoustic imaging is based on the generation of acoustic waves following the absorption of light pulses of short (10–100 ns) duration by photo-absorbing molecules or nanoparticles. Transient absorption of light leads to a transient temperature increase in the mK range (Xiang et al., 2007) which in turn gives rise to a thermoelastic tissue expansion that produces ultrasonic waves. By detecting the acoustic waves using ultrasonic detectors and subsequent mathematical inversion, the distribution of optical absorption can be reconstructed in tissues with ultrasound imaging resolution, i.e. 20–200 μm. Single-wavelength images can yield anatomical information on the absorption contrast of different tissue structures. Illumination at multiple wavelengths and the spectral processing of the data captured can further lead to resolving spectral signatures of tissue molecules, extrinsically administered absorbing agents and nanoparticles with certain spectral signatures. Deoxygenated and oxygenated hemoglobin have substantial, unique absorptions in the NIR spectrum and therefore can be resolved with multispectral decomposition of opto-acoustic signals (Brecht et al., 2007, Esenaliev et al., 2002, Wang et al., 2006). Interestingly, injected agents can be distinguished from intrinsic absorbers. For example, perfusion of ICG through the kidney vasculature has previously been documented by MSOT (Buehler et al., 2010, Taruttis et al., 2012). Spectral separation (decomposition) also makes it possible to differentiate vascular MSOT signals derived from injected gold nanoparticles versus those derived from oxygenated and deoxygenated blood (Herzog et al., 2012, Taruttis et al., 2010). By illuminating at different wavelengths, spectrally tunable gold nanorods with different absorption maxima can simultaneously be detected in vivo (Li et al., 2008). Spectral shifts associated with molecular modifications can also be exploited for contrast generation. It was recently demonstrated that MSOT could visualize spectral modifications in response to NIR-probe activation by matrix metalloproteinases, detected ex vivo in human carotid arteries bearing atherosclerotic plaques (Razansky et al., 2012). In addition, sequential 2D slices can be compiled to produce volumetric quantitative molecular imaging in entire organs, small animals, or human tissues. The objective of the experiments herein is to evaluate the performance of MSOT and the potential utility of this technology in the investigation of molecular imaging biomarkers in diseases of the central nervous system.

Section snippets

Animals

Eight week old female nude CD-1 mice were used in compliance with the Helmholtz Zentrum Muenchen animal care and use committee for brain imaging and stereotactic implantation of U87 glioblastoma cells expressing firefly luciferase (1 × 105 cells in the striatum: Bregma + 0.5 mm, lateral 2.0 mm, depth 3.0 mm). During continuous imaging of blood oxygenation with lethal anesthesia, mice were euthanized by carbon dioxide asphyxiation. For injection of contrast agents into the dorsal 3rd ventricle, the

In vivo MSOT brain imaging and pharmacokinetic modeling

A CD1 nude mouse was used to examine the relative attenuation and effects of skin and skull on opto-acoustic in vivo brain imaging. Figs. 1A–C show single wavelength MSOT images acquired at 800 nm through intact skin and skull at different coronal slices of the brain (Bregma 0.26 mm, − 0.94 mm and − 2.18 mm, respectively), while Fig. 1D serves as an anatomical reference at Bregma − 2.18 mm. Brain structures such as the superior sagittal sinus (solid arrow), the third ventricle (dotted arrow), and the

Discussion

Opto-acoustic tomography has previously been utilized to perform brain imaging. Preliminary studies performed ex vivo showed the 3D distribution of oxygenated and deoxygenated blood in the brain using a single ultrasound transducer on a linear stage (Wang et al., 2003). The MSOT signal has previously been shown to have a linear dependence on brain blood oxygenation (Petrov et al., 2004). Subsequent brain MSOT studies in rodents in vivo have shown increased contrast in the superficial

Acknowledgment

We acknowledge support from the German Federal Ministry of Education and Research (BMBF) through the GO-Bio program.

References (33)

  • D. Hyde et al.

    Hybrid FMT-CT imaging of amyloid-beta plaques in a murine Alzheimer's disease model

    Neuroimage

    (2009)
  • W. Lu et al.

    Photoacoustic imaging of living mouse brain vasculature using hollow gold nanospheres

    Biomaterials

    (2010)
  • E.E. Bar

    Glioblastoma, cancer stem cells and hypoxia

    Brain Pathol.

    (2011)
  • H.P. Brecht et al.

    In vivo monitoring of blood oxygenation in large veins with a triple-wavelength optoacoustic system

    Opt. Express

    (2007)
  • A. Buehler et al.

    Video rate optoacoustic tomography of mouse kidney perfusion

    Opt. Lett.

    (2010)
  • R.O. Esenaliev et al.

    Optoacoustic technique for noninvasive monitoring of blood oxygenation: a feasibility study

    Appl. Opt.

    (2002)
  • G.S. Filonov et al.

    Bright and stable near-infrared fluorescent protein for in vivo imaging

    Nat. Biotechnol.

    (2011)
  • S.L. Grainger et al.

    Clearance and non-invasive determination of the hepatic extraction of indocyanine green in baboons and man

    Clin. Sci. (Lond.)

    (1983)
  • R.J. Hargreaves

    The role of molecular imaging in drug discovery and development

    Clin. Pharmacol. Ther.

    (2008)
  • E. Herzog et al.

    Optical imaging of cancer heterogeneity with multispectral optoacoustic tomography

    Radiology

    (2012)
  • S.N. Histed et al.

    Review of functional/anatomical imaging in oncology

    Nucl. Med. Commun.

    (2012)
  • P.C. Li et al.

    In vivo photoacoustic molecular imaging with simultaneous multiple selective targeting using antibody-conjugated gold nanorods

    Opt. Express

    (2008)
  • J.W. Lichtman et al.

    The neuronal naturalist: watching neurons in their native habitat

    Nat. Neurosci.

    (2001)
  • Y.J. Liu et al.

    Are the local blood oxygen level-dependent (BOLD) signals caused by neural stimulation response dependent on global BOLD signals induced by hypercapnia in the functional MR imaging experiment? Experiments of long-duration hypercapnia and multilevel carbon dioxide concentration

    AJNR Am. J. Neuroradiol.

    (2007)
  • N.K. Logothetis

    What we can do and what we cannot do with fMRI

    Nature

    (2008)
  • G.F. Lungu et al.

    In vivo imaging and characterization of hypoxia-induced neovascularization and tumor invasion

    Int. J. Oncol.

    (2007)
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