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Molecular Imaging

Spectroscopic OCT Spectroscopic OCT is an extension of OCT technology where not only the structural information, but also the spectroscopic information is retrieved. It is based on the principle that the bandwidth of a light source used in OCT is broad, therefore by using appropriate time-frequency analysis, a depth-resolved spectroscopy study can be performed. Spectroscopic OCT has at least two imaging targets: imaging spectral absorption and spectral scattering. These can be used to detect either endogenous molecules or exogenous agents.

This figure shows the simple implementation of spectroscopic OCT in both regular time-domain
and spectral-domain OCT systems.
SOCT dye detection Control SOCT image
C. Xu, J. Ye, D. L. Marks S. A. Boppart, "Near-infrared dyes as contrast-enhancing agents for spectroscopic optical coherence tomography," Optics Letters, 29, 1647-1649, 2004. PDF

Separation of contrast mechanisms in spectroscopic OCT Spectroscopic OCT has many different contrast contributions, e.g., spectral absorption and spectral scattering. It is important to separate them so that more accurate tissue properties can be retrieved. This is possible because different contrast mechanisms often have different spectral or range properties. For example, a least-squares algorithm can separate the attenuation due to absorption and scattering based on spectral properties.

Separation of absorption and scattering from a
spectroscopic OCT spectrum measurement.
Quantitative absorber concentration retrieval in the
presence of scatterer concentration.
C. Xu, D.L. Marks, M. N. Do, S.A. Boppart, “Separation of absorption and scattering profiles in spectroscopic optical coherence tomography using a least-squares algorithm”, Optics Express, 12 4790-4803, 2004. PDF

Optimal time-frequency methods for spectroscopic OCT Spectroscopic OCT is a time-varying process that requires time-frequency analysis. We found that different SOCT imaging scenarios require different optimal time-frequency analysis. Cohen’s-class time-frequency distributions (TFDs) generate the most compact time-frequency (TF) analysis while linear TFDs offer the most reliable TF analysis. In both cases, if some prior information is known, model-based TF analysis can increase performance.

Accuracy of retrieval of dye concentration from
SOCT signal using different time-frequency analyses

C. Xu, F. Kamalabadi, S.A. Boppart, “Comparative performance analysis of time-frequency distributions for spectroscopic optical coherence tomography”, Applied Optics. Applied Optics, 44:1813-1822, 2005. PDF

Wavelength-dependent spectral scattering The spectral-scattering information contained within the SOCT signal can be used diagnostically to assess scatterer size and spatial distribution in cells and tissues. Dominant scatterers include nuclei and mitochondria. This technique is similar to Light Scattering Spectroscopy, except SOCT can perform analysis in depth, and in three-dimensions.

 

 

Spectral-scattering analysis of SOCT signals can differentiate scatterer size.

 

Xu C, Carney PS, Boppart SA.  Wavelength-dependent scattering in spectroscopic optical coherence tomography.  Optics Express, 13:5450-5462, 2005. PDF

Spectroscopic spectral-domain optical coherence microscopy of adipose and muscle tissue. Spectral analysis of scatterer size enhances contrast

 

Xu C, Vinegoni C, Ralston TS, Luo W, Tan W, Boppart SA.  Spectroscopic spectral-domain optical coherence microscopy.  Opt. Lett., 31:1079-1081, 2006. PDF

Coherent CARS beam is generated in both arms and interfered to generate a molecule-specific image.

Nonlinear Interferometric Vibrational Imaging (NIVI) NIVI draws from two known imaging techniques: coherent anti-Stokes Raman scattering (CARS) to present molecular contrast and OCT to present structural contrast. CARS is used to determine whether a specific molecular species is present and OCT is used to determine where in the sample the molecular species is located. CARS signals are generated in both interferometer arms and the interference signal between these two arms is detected. Therefore, an image can be generated that maps out the location of the known species in the sample. In the future, we hope NIVI will be used as a novel diagnostic technique for early detection of cancer through molecular contrast.

NIVI, which utilizes interferometric detection and three-dimensional spatial localization of the coherent CARS signals, offers numerous advantages over standard photon-counting methods typically used in CARS microscopy. Interferometric spectral detection enables increased sensitivity and phase determination of the nonlinear susceptibility. This can be used to separate the resonant molecular signals from the non-resonant background noise and improve detection.

Marks DL, Boppart SA. Nonlinear interferometric vibrational imaging. Phys. Rev. Lett., 92:123905, 2004. PDF

Interferogram resulting from the interference of CARS signals generated from two separate molecular samples. Note the similarity to interferograms detected in OCT.

Molecular imaging of acetone in a quartz cuvette. NIVI shows signal from the C-H bond vibration in acetone only, and not from the particulates or the cuvette.

Vinegoni C. Bredfeldt JS, Marks, Dl, Boppart SA. Nonlinear optical contrast enhancement for optical coherence tomography. Optics Express, 12:333-341, 2004. PDF
Marks DL, Vinegoni C, Bredfeldt JS, Boppart SA. Interferometric differentiation between resonant coherent anti-Stokes Raman scattering and nonresonant four-wave-mixing processes. Applied Phys. Lett., 85:5787-5789, 2004. PDF
Bredfeldt JS, Marks DL, Vinegoni C, Hambir S, Dlott DA, Boppart SA. Molecularly-sensitive optical coherence tomography. Optics Letters, 30:495-497, 2005. PDF

Experimental set-up and high-resolution CARS spectral data obtained using interferometric detection of chirped broadband pulses.

Jones GW, Marks DL, Vinegoni C, Boppart SA.  High-spectral-resolution coherent anti-Stokes Raman scattering with interferometrically-detected broadband chirped pulses.  Opt. Lett., 31(10):1543-1545, 2006. PDF

Contrast Agents Novel molecularly-targeted contrast agents are being developed which enhance the diagnostic imaging capabilities of OCT and other non-fluorescent or non-bioluminescent imaging techniques. These include scattering microspheres as contrast and drug-delivery agents, magnetomotive nanoparticles, plasmon-resonant nanoparticles, and absorbing near-infrared dyes. In addition, there are a large number of optical properties and characteristics from contrast agents that can be leveraged to enable optical molecular imaging of cells and tissues.

Metaphorical diagram of a contrast agent showing the wide range of substrates, optical properties, and applications.
Boppart SA, Oldenburg AL, Xu C, Marks DL. Optical probes and techniques for molecular contrast enhancement in coherence imaging. Article and Cover Figure. J Biomedical Optics, 10:041208, 2005.
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TEM of gold microspheres. (a) OCT image of an in vivo mouse liver before contrast agents were introduced. (b) OCT image of an in vivo mouse liver after injection of gold microspheres into the mouse tail vein. Liver sinusoids are now apparent.

Magnetomotive OCT of single cells dispersed in a 3-D gel. Cells containing magnetite are clearly identified.

Oldenburg AL, Gunther JR, Boppart SA. Imaging magnetically labeled cells with magnetomotive optical coherence tomography. Optics Letters, 30:747-749, 2005. PDF

In vivo magnetomotive OCT of magnetic nanoparticles in a Xenopus (African frog) tadpole model.

Oldenburg AL, Toublan FJ, Suslick KS, Wei A, Boppart SA.  Magnetomotive contrast for in vivo optical coherence tomography.  Optics Express, 13:6597-6614, 2005. PDF

 

Plasmon-resonant gold nanorods exhibit specific longitudinal (L) and transverse (T) resonances and can function as highly absorbing and scattering contrast agents.

Oldenburg AL, Hansen MN, Zweifel DA, Wei A, Boppart SA. Plasmon-resonant gold nanorods as low backscattering albedo contrast agents for optical coherence tomography. Opt. Express 14(15):6724-6738, 2006. PDF

 

Tumor cell targeting. RGD-peptide conjugated microspheres containing fluorescent Nile Red dye are shown targeting to HT29 tumor cells.

Toublan FJJ, Boppart SA, Suslick KS.  Tumor targeting by surface modified microspheres. J. Am. Chem. Soc., 128:3472-3473, 2006. PDF
 

Ultrastructural Imaging Polarization-sensitive OCT (PS-OCT) is being used to reveal alterations in the ultrastructure of tissue. Specifically, skeletal muscle is highly ordered and birefringent. Genetic mutations which alter the structural proteins in muscle result in more disorganization and subsequently, less birefringence. PS-OCT may prove useful for non-invasively or minimally-invasively asessing tissue health, injury, and disease by tracking changes in the ultrastructure.

OCT, PS-OCT, and histological analysis of skeletal muscle. Changes in the ultrastructure alter the measured birefringence (banding) in PS-OCT.
Pasquesi JJ, Schlachter S, Boppart MD, Chaney E, Kaufman SJ, Boppart SAIn vivo detection of exercised-induced ultrastructural changes in genetically-altered murine skeletal muscle using polarization-sensitive optical coherence tomography.  Optics Express, 14:1547-1556, 2006. PDF

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