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Basic Science Investigation |
1 Division of Molecular Imaging, Department of Radiology, Baylor College of Medicine, Houston, Texas; 2 Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, Texas; and 3 The Baylor Breast Center, Baylor College of Medicine, Houston, Texas
Correspondence: For correspondence or reprints contact: Eva M. Sevick-Muraca, One Baylor Plaza, BCM 360, Baylor College of Medicine, Houston, TX 77030. E-mail: evas{at}bcm.edu
| ABSTRACT |
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-emitter, and a near-infrared (NIR) fluorescent dye, IRDye 800CW, to detect HER2 overexpression in breast cancer cells. The stoichiometric ratios "n" and "m" refer to the number of diethylenetriaminepentaacetic acid dianhydride (DTPA) and IRDye 800CW molecules bound per trastuzumab molecule, respectively. Methods: Fluorescence microscopy and confocal microscopy were used to determine the molecular specificity of (DTPA)n-trastuzumab-(IRDye800)m in vitro in SKBr3 (HER2-positive) and MDA-MB-231 (HER2-negative) breast cancer cells. SKBr3 cells were incubated with (DTPA)n-trastuzumab-(IRDye800)m or IRDye800CW or pretreated with trastuzumab or human IgG followed by (DTPA)n-trastuzumab-(IRDye800)m and examined under a fluorescence microscope. For in vivo characterization, athymic nude mice bearing HER2-overexpressing SKBr3-luc subcutaneous xenografts were injected intravenously with (111In-DTPA)n-trastuzumab-(IRDye800)m and imaged with SPECT and NIR fluorescence imaging at 48 h. Tumor-bearing mice were also injected intravenously with trastuzumab 24 h before administration of (111In-DTPA)n-trastuzumab-(IRDye800)m. Nonspecific uptake in the SKBr3-luc tumors was analyzed by injecting the mice with IRDye 800CW and (111In-DTPA)p-IgG-(IRDye800)q, where "p" and "q" are the stoichiometric ratios of DTPA and IRDye 800CW bound per IgG antibody, respectively. Results: (DTPA)n-trastuzumab-(IRDye800)m showed significantly greater binding to SKBr3 cells than to MDA-MB-231 cells. Confocal imaging revealed that this binding occurred predominantly around the cell membrane. Competitive binding studies with excess trastuzumab before incubation with (DTPA)n-trastuzumab-(IRDye800)m abolished this binding affinity, but pretreatment with nonspecific IgG did not alter binding. In vivo nuclear and optical imaging of SKBr3-luc xenografts injected with (111In-DTPA)n-trastuzumab-(IRDye800)m revealed significantly more uptake in the tumor region than in the contralateral muscle region. The tumor-to-muscle ratio decreased in mice pretreated with trastuzumab and in mice injected with IRDye 800CW and (111In-DTPA)p-IgG-(IRDye800)q. Ex vivo imaging of dissected organs confirmed these results. Finally, coregistration of histologic hematoxylin–eosin stains with autoradiography signals from tumor and muscle tissue slices indicated that (111In-DTPA)n-trastuzumab-(IRDye800)m bound only in tumor tissue and not to muscle. Conclusion: Dual-labeled (111In-DTPA)n-trastuzumab-(IRDye800)m may be an effective diagnostic biomarker capable of tracking HER2 overexpression in breast cancer patients.
Key Words: dual labeling trastuzumab HER2 overexpression breast cancer near-infrared optical imaging
| INTRODUCTION |
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Recently, Houston et al. (1) used imaging with dual-labeled RGD peptides against
vß3 integrin expression in a subcutaneous xenograft model; they showed comparable optical planar imaging and scintigraphy results but enhanced signal-to-noise ratio with NIR fluorescence imaging relative to nuclear imaging. For subcutaneous xenograft models, which offer shallow penetration depths, these results might be expected and might be similar to what might be encountered in intraoperative guidance. In this work, we describe preclinical imaging with a dual-labeled antibody that is under development for noninvasive imaging and intraoperative identification of metastases in human epidermal growth factor receptor (HER)–positive breast cancer patients.
The second member of the HER family, HER2, is overexpressed in approximately 20%–30% of breast cancer patients (2). This overexpression is often associated with a poor prognosis. By blocking HER2 homo- or heterodimerization with HER1 and HER3, downstream proliferative signaling can be interrupted for a therapeutic advantage. Trastuzumab (Herceptin; Genentech Inc.) is a humanized anti-HER2 antibody (3) that interferes with HER2 signaling and is approved for therapeutic use in breast cancer (4,5). Apart from being an excellent target for therapy, the extracellular domain of HER2 on the plasma membrane is also a potential target for diagnostic biomarkers. When HER2 is expressed in primary breast lesions, it is also stably expressed in lymph node metastases and distant metastases (6,7) and remains so throughout therapy, indicating a lack of sensitization of HER2 levels to therapy (8–10). The stability of HER2 expression with tumor progression and therapy and the availability of an antibody to target it suggest the use of HER2-targeted diagnostic imaging for nodal staging. Several investigators have labeled the intact and derived forms and fragments [Fab, F(ab')2] of trastuzumab antibody with nuclear agents, including 68Ga (11), 90Y (12), 111In (12–14), and 99mTc (15), and with a red fluorescent dye, Cy5.5 (16), to image HER2-overexpressing breast cancer xenografts. Other trastuzumab-based imaging methods or agents that have been reported include conjugation with quantum dots (17,18), nanocrystals (19), iron oxide (20), and gold nanoparticles (21) to detect cancer. Recently, 111In-labeled trastuzumab was clinically translated for scintigraphy to identify HER2-positive metastases (22).
In this study, we synthesized (111In-diethylenetriaminepentaacetic acid [DTPA])n-trastuzumab-(IRDye800)m, a dually labeled conjugate that makes use of the following features: the stable emission of an NIR fluorescent dye, IRDye 800CW, which has no finite half-life; the
-emission of 111In for scintigraphy for sentinel lymph node mapping; and the opportunity to cross-validate NIR and nuclear imaging modalities. We validated the imaging conjugate by imaging standard animal models of subcutaneous HER2-positive human breast tumors after intravenous administration of the conjugate; we showed the ability to deliver the agent into the lymphatic system for clearance within 24 h.
| MATERIALS AND METHODS |
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Synthesis of (DTPA)n-Trastuzumab
Trastuzumab was conjugated with DTPA by use of the protocol described by Tang et al. (13). In brief, trastuzumab was dissolved in aqueous NaHCO3 (50 mM, pH 8.0) at a concentration of 5 mg/mL and mixed with a 100-fold molar excess of DTPA dianhydride. After constant stirring for 30 min at room temperature, the reaction mixture was purified from excess DTPA by passage through a Sephadex G-25 (bead diameter, 50–150 µm; Sigma-Aldrich) minicolumn and elution with phosphate-buffered saline (PBS) (pH 7.4). The number of DTPA molecules per trastuzumab antibody molecule (n) was determined by mass spectrometry. The synthesized conjugate was analyzed on a model 4700 Proteomics Analyzer matrix-assisted laser desorption/ionization tandem time-of-flight (MALDI TOF/TOF) instrument (Applied Biosystems) with linear detection and 3,5-dimethoxy-4-hydroxy-transcinnamic acid (sinapinic acid) as a matrix.
Synthesis of (DTPA)n-Trastuzumab-(IRDye800)m
Conjugation with IRDye 800 was performed according to the IRDye 800 antibody labeling kit protocol from Li-Cor Biosciences. In brief, (DTPA)n-trastuzumab was reacted with IRDye 800 (dissolved in dimethyl sulfoxide [DMSO] [0.5 mg of dye/25 µL of DMSO]) at a mass ratio of 1:10 in PBS (pH 7.4). The labeling reaction was performed in the dark at 4°C for 2 h. To separate excess unreacted IRDye 800, dialysis was performed with PBS (pH 7.4) for 16–24 h, with 3 buffer changes at regular intervals, by use of a Slide-A-Lyzer dialysis kit (Pierce) with a molecular weight cutoff of 10,000. Spectrophotometric (model DU-800 instrument; Beckman Coulter) analysis was used to determine the dye-to-protein ratio (m) from absorbance values at 280 and 774 nm and to estimate the reaction yield of (DTPA)n-trastuzumab-(IRDye800)m.
Synthesis of (111In-DTPA)n-Trastuzumab-(IRDye800)m
111InCl3 (in 0.05 M HCl; 34.26 GBq/mL, 925.98 mCi/mL) was obtained from Perkin-Elmer. 111InCl3 with 0.1N sodium acetate (20 µL/37 MBq) was added to (DTPA)n-trastuzumab-(IRDye800)m in PBS and mixed for 30 min. Serum stability was assessed over a 24-h period after incubation of (111In-DTPA)n-trastuzumab-(IRDye800)m in 1 mL of cell culture medium with 10% serum at 37°C. High-performance liquid chromatography analysis with an Agilent 1100 series instrument (Agilent Technologies, Inc.) was used to monitor for degradation products.
The immunoreactive fraction of the dual-labeled trastuzumab-based imaging agent was determined by use of the assay described by Lindmo et al. (23). When SKBr3 human breast cancer cells reached 95% confluence in 10-cm tissue culture dishes, they were treated with trypsin and washed with excess PBS. A 50-ng quantity of (In-DTPA)n-trastuzumab-(IRDye800)m was added to increasing concentrations of SKBr3 cells (0.2 x 106–6 x 106 cells per milliliter of cell culture medium). Uptake was determined after the cell suspensions were centrifuged and washed 3 times with PBS. Cells were suspended in 100 µL of PBS and added to a microtiter plate, and the NIR fluorescence signal was obtained by use of an Odyssey infrared imaging system (Li-Cor Biosciences). The immunoreactive fraction was determined by plotting the fluorescence signal intensities versus increasing cell concentration. The maximum fluorescence intensity value was divided by the intensity arising from 50 ng of (In-DTPA)n-trastuzumab-(IRDye800)m added to 100 µL of PBS.
Synthesis of (111In-DTPA)p-IgG-(IRDye800)q
Human IgG was dual labeled with the DTPA chelating agent and IRDye 800 in a manner similar to that described previously for trastuzumab. The number of DTPA chelating molecules (p) was determined by mass spectrometry, and the dye-to-antibody ratio (q) was calculated by spectrophotometric analysis.
Cell Lines
Human breast cancer cells that express high levels of HER2 (SKBr3) and human breast cancer cells that express negligible levels of HER2 (MDA-MB-231) were used to conduct in vitro experiments. For in vivo imaging of HER2 receptor levels in tumor xenografts, we used a derivative SKBr3-luc cell line (provided by Michael Barry, Mayo Clinic) that had been incorporated with the firefly luciferase gene to aid in the monitoring of tumor growth by bioluminescence imaging. The cells were cultured in Dulbecco minimal essential medium–F-12 medium (Invitrogen) with 10% fetal bovine serum (Hyclone) in a humidified incubator maintained at 37°C with 5% CO2.
In Vitro Binding Studies
When the cells reached 95% confluence in 10-cm tissue culture dishes, they were treated with trypsin, washed with excess PBS, and resuspended in 100 µL of culture medium with IRDye 800CW (1 µM) or (DTPA)n-trastuzumab-(IRDye800)m (0.1 µM, m = 9.15; equivalent to 1 µM IRDye 800CW). For competitive binding studies, SKBr3 cells were pretreated with trastuzumab (22 µM) or human IgG (22 µM) for 30 min at 37°C and then treated with (DTPA)n-trastuzumab-(IRDye800)m for 1 h at 37°C. At the end of this incubation period, the cells were washed twice with PBS and incubated in a solution of Sytox Green in 95% ethanol (1 µM; Molecular Probes) for 15 min to fix and stain cell nuclei.
In Vitro Microscopy
All images from the cell binding studies were recorded by use of a Leica fluorescence microscope (model DM6000 B; Leica Microsystems GmbH) equipped with a 100-W xenon lamp and fluorescence filters. Confocal images of SKBr3 cells were obtained by use of an Olympus confocal microscope outfitted with NIR diode sources and filters (FluoView 1000; Olympus America).
Tumor Xenografts
Female athymic nude mice (3–4 wk old, 18–22 g; Harlan Sprague–Dawley, Inc.) were housed 5 per cage and provided with sterilized pellet chow and sterilized water. Animals were maintained in a pathogen-free mouse colony at the Frensley Center of Imaging Research at Baylor College of Medicine. The facility is accredited by the American Association for Laboratory Animal Care, and all experiments were performed in accordance with the guidelines of Baylor College of Medicine Institutional Animal Care and Use Committee. SKBr3-luc cells were treated with trypsin when near confluence and harvested. Cells were pelleted by centrifugation at 1,200 rpm for 5 min and resuspended in sterile culture medium. SKBr3-luc cells (2 x 106–3 x 106 per animal) were implanted subcutaneously into the left flank of the mice. Initial tumor growth was monitored by bioluminescence imaging. Nuclear and optical imaging was performed once the tumors reached 0.5–0.8 cm in diameter.
In Vivo Bioluminescence Imaging
Athymic mice inoculated subcutaneously with SKBr3-luc cells were monitored for tumor growth by bioluminescence imaging. Mice were injected intraperitoneally with 100 µL of 1 mM D-luciferin (Marker Gene Technologies Inc.) 5 min before imaging. To capture the photons that are emitted after the reaction between luciferin and luciferase, we have designed an imaging system that consists of a light-tight imaging chamber (UVP) fitted with an electron-multiplying charge-coupled device (EMCCD) camera (model PhotoMAX:512B; Princeton Instruments). Image acquisition was accomplished with V++ software (Digital Optics). Data processing and analysis were accomplished with Image J software (National Institutes of Health). The integration time for white-light photographic images was 800 ms, whereas bioluminescence images were acquired after integration for 5 min. The images were overlaid to verify the location of the tumor.
In Vivo Fluorescence Imaging
In vivo fluorescence imaging was accomplished by illuminating the animal with light from a laser diode (85 mA and 80 mW for 785-nm light; DL7140–201; Sanyo) that expanded to a circular area approximately 8 cm in diameter. The reemitted fluorescent light was collected with an EMCCD camera. Filter sets used in this study included a band-pass filter with an 830-nm center wavelength and an optical density of greater than 3 at 785 nm (ANDV8483; Andover Corp.) for collecting IRDye 800CW fluorescence and a holographic filter with an optical density of greater than 6 (HSP 785.0; Kaiser Optical Systems) for rejecting backscattered and reflected excitation light. Image acquisition was accomplished with V++ software, and data processing and analysis were accomplished with Image J software. The integration time for white-light and fluorescence images was 800 ms.
Whole-body fluorescence images were obtained 24 and 48 h after intravenous injection of (111In-DTPA)n-trastuzumab-(IRDye800)m (0.43 nmol, 80 µg, m = 7.6), (111In-DTPA)p-IgG-(IRDye800)q (0.53 nmol, 80 µg, q = 3), and free IRDye 800CW (3.28 nmol, 3.8 µg). For competitive binding studies, animals were preinjected with a 200-fold molar excess of trastuzumab (86 nmol, 16 mg) 24 h before the administration of (111In-DTPA)n-trastuzumab-(IRDye800)m. At various time points, mice were sacrificed, and images of the excised organs were obtained. For quantitative comparisons, ratios of fluorescence signal intensities in the regions of interest (ROIs) corresponding to the tumor and normal tissue regions were determined.
In a subset of tumor-free animals, (In-DTPA)n-trastuzumab-(IRDye800)m (16 pmol, 3 µg, m = 7.6) was administered intradermally into the footpad with a MicroCone catheter (BD Technologies). NIR fluorescence imaging was performed immediately and at 24 h to visualize the lymphatic delivery of the agent to the popliteal lymph nodes and its subsequent clearance.
Small-Animal SPECT/CT
SPECT and CT images were acquired consecutively with a MicroCAT II scanner (Siemens Medical Solutions) 48 h after injection of (111In-DTPA)n-trastuzumab-(IRDye800)m (1 nmol, 200 µg, 7.4 MBq) into SKBr3-luc xenografts. The SPECT scan was acquired for 20 projections over 360° for a scan time of 1 min per frame. SPECT and CT tomographic images were coregistered by geometric transformation and rendered to make the fused images with Amira (version 3.1; Konrad-Zuse-Zentrum fur Informationstechnik). Planar scintigraphy was performed 24 h after the mice were injected with (111In-DTPA)n-trastuzumab-(IRDye800)m (0.22 nmol, 40 µg,
2.8 MBq) by removing the 3-mm pinhole collimator of the SPECT scanner, adding a 1.22-mm planar collimator, and integrating for 10 min.
Scintillation counts per minute from excised organs of SKBr3-luc tumor–bearing mice preinjected with (111In-DTPA)n-trastuzumab-(IRDye800)m (0.22 nmol, 40 µg,
2.8 MBq) and sacrificed at various time points were acquired with a MicroBeta TriLux (Perkin-Elmer) detection system. The integration time used for acquisition ranged from 1 to 3 min.
Autoradiography and Histologic Staining
Frozen sections of tissue slices from the tumor region were prepared to correlate the radioactive signal obtained from (111In-DTPA)n-trastuzumab-(IRDye800)m with hematoxylin–eosin (H&E) staining to demonstrate the stability and specificity of the dye conjugate.
Statistical Analysis
Statistical analysis was performed with SAS software (version 9.1; SAS Institute Inc.) for Microsoft Windows. The data were analyzed with one-way analysis of variance and general linear models. The significance level was set at 0.05, and statistical analysis of the tumor-to-muscle ratio (TMR) was performed with fluorescence images obtained at various time points. In this study, TMR was calculated as follows:
![]() | (Eq. 1) |
In excised tissue, TMR was computed by determining the total fluorescence signal intensity observed in the tumor and muscle regions by drawing an ROI around each tissue independently. Because Equation 1 includes normalization by area or number of pixels, it was used to compute TMR in excised tissue.
To calculate TMR from SPECT/CT images, tumor volume was computed from the SPECT data, and the signal intensities were recorded. The same volume was used to compute the signal intensity from the muscle region. Analysis of TMR was done with Inveon Research Workplace (Siemens Medical Solutions).
TMR for scintillation counts obtained from excised tissue was computed with the following equation:
![]() | (Eq. 2) |
| RESULTS |
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Synthesis and Characterization of (111In-DTPA)p-IgG-(IRDye800)q
Human IgG was conjugated with 111In and IRDye 800CW in a procedure similar to that outlined for trastuzumab. Because IRDye 800CW binds to the lysine residues on the antibody, we would expect a range of dye-to-protein ratios like those obtained for trastuzumab. For the single batch of (111In-DTPA)p-IgG-(IRDye800)q, the molar ratio of IRDye800 to IgG (q) was approximately 3, and the yield was 90%.
In Vitro Binding Studies
Figure 1 compares the fluorescence images of SKBr3 cells (overexpressing HER2) and MDA-MB-231 cells (expressing low levels of HER2) incubated with (DTPA)n-trastuzumab-(IRDye800)m. The imaging agent bound with high specificity to SKBr3 cells but not to MDA-MB-231 cells (Figs. 1A and 1B). Confocal microscopy imaging of SKBr3 cells confirmed that the agent bound to the extracellular domain of the cells (Fig. 1C) and appeared as spots or clusters on the surface membrane, as shown by a higher magnification (Fig. 1D). Furthermore, the binding of (DTPA)n-trastuzumab-(IRDye800)m was abolished when SKBr3 cells were pretreated with a 200-fold molar excess of trastuzumab (Fig. 1E) but not when the cells were pretreated with the same amount of nonspecific human IgG (Fig. 1F). As a measure of control to ensure the absence of nonspecific binding, SKBr3 cells incubated with an equivalent dose of free IRDye 800CW showed negligible binding (Fig. 1G).
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A quantitative analysis of the in vivo whole-body fluorescence imaging data is represented by the notched box-and-whisker plots in Figure 2. The statistical results demonstrated that the dual-labeled agent, (111In-DTPA)n-trastuzumab-(IRDye800)m, had the highest TMR (2.25 ± 0.2) when compared with (111In-DTPA)p-IgG-(IRDye800)q (1.35 ± 0.1) and IRDye 800CW (1.44 ± 0.18), indicating its superior specificity in binding to HER2-overexpressing SKBr3-luc xenografts. The TMR for mice preinjected with trastuzumab was significantly lower than that for the control (P = 0.0048) but was not statistically different from those obtained with (111In-DTPA)p-IgG-(IRDye800)q and IRDye 800CW (P = 0.1806). The decrease in signal intensity after pretreatment was attributable to the decrease in the number of unbound receptors.
SPECT also revealed significant uptake of (111In-DTPA)n-trastuzumab-(IRDye800)m in the tumor region compared with the muscle region (Fig. 3A). The observed TMR was 2.66. Whole-body planar scintigraphy images also indicated significant uptake in the tumor region (Fig. 3B), with a TMR of 2.17.
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Figure 7 depicts a typical image of a tumor-free athymic mouse after intradermal delivery of (In-DTPA)n-trastuzumab-(IRDye800)m. The results indicated immediate uptake of the agent into the lymphatic channels that drain into the popliteal nodes (Fig. 7B). An alternate view of the same mouse is shown in Figure 7C. Within 24 h, the agent was cleared from the lymph nodes, and the signal intensity at the injection site was dramatically reduced (Fig. 7D). The accumulation of the agent in the liver after 24 h is consistent with the mode of antibody degradation and clearance illustrated by the in vivo imaging data. Nuclear imaging was not performed because of the inability to distinguish between low signal counts at the time of imaging and actual clearance.
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| DISCUSSION |
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However, to date, diagnostic imaging for early-stage metastases has not involved molecular imaging approaches. Typically, early nodal staging is performed with intradermal and subcutaneous administration of nonspecific 99mTc-radiocolloid to identify lymph nodes for resection and subsequent evaluation for cancer through touch preparation cytology or H&E staining. Recently, the accuracy of nodal staging was challenged by the observed heterogeneity of outcomes for diagnosed node-negative (pN0) breast cancer patients and the demonstrated improvement in the pathologic screening of resected nodes with molecularly specific immunohistochemistry as opposed to conventional cytology or frozen-section examination (26). Unfortunately, immunohistochemistry is time-consuming and often impractical for use in surgical pathology, in which immediate evaluation of the resected lymph nodes is required for surgical decision making. In addition, the supraclavicular nodes and internal mammary nodes that drain upper- and inner-quadrant lesions are not evaluated because of difficulties and complications in the surgical resection required for ex vivo pathology. For advanced disease, complete axillary lymph node dissection is automatically undertaken, because it is assumed that metastasis to the axillary lymph nodes has taken place even if no diagnostic evaluations were performed on internal mammary and supraclavicular nodes. Enhancing the accuracy of nodal staging with dually labeled, molecularly specific NIR and nuclear agents may offer opportunities to noninvasively stage early disease (inclusive of internal mammary and supraclavicular nodes), to enable longer times for clearance from normal, noncancerous tissues, to intraoperatively guide the resection of occult cancer-positive nodes and, finally, to accurately evaluate resected cancer-positive tissue through NIR fluorescence microscopy and
-counting. In the present study, we demonstrated the targeting capabilities of dual-labeled (111In-DTPA)n-trastuzumab-(IRDye800)m with in vitro microscopy and with standard in vivo models of subcutaneous xenografts after intravenous administration.
Although systemic intravenous administration may enable the detection of metastases, as suggested by the results obtained with standard subcutaneous tumor models, the assessment of occult lymph node metastases after intravenous administration requires either efficient extravasation into interstitial tissues and uptake into the lymphatics or direct extravasation into the lymph capsule. Unfortunately, antibody size prevents the former, and diagnostic doses would have to be significantly elevated to account for limitations of transport of occult lymph node metastases from the vascular space. Figure 7 shows that intradermal injection of the imaging agent resulted in lymphatic uptake and, most importantly, clearance from the sentinel or nearest lymph nodes relative to the injection sites (popliteal lymph nodes). The intradermal administration of labeled antibodies may enable efficient delivery to the lymphatic space for the noninvasive detection of metastases, as first proposed by Weinstein et al. (27,28) and Steller et al. (29). With the addition of NIR technology to the armamentarium of nuclear imaging techniques, the opportunity for molecular imaging for surgical guidance and noninvasive imaging of cancer-positive nodes could be realized. Recently, using a swine model, Sharma et al. demonstrated the ability to image lymph propulsion after intradermal delivery of a nonspecific NIR agent, indocyanine green (30). More recently, we similarly imaged lymph propulsion from the site of intradermal administration of 10–100 µg of indocyanine green to the axillary lymph node basin in breast cancer patients (31). Although the preclinical animal models demonstrated the potential efficacy of (111In-DTPA)n-trastuzumab-(IRDye800)m, human trials will need to be conducted to prove benefit. However, the opportunity for molecular reporting of occult micro- and nanometastases in HER2-overexpressing breast cancer patients through both optical imaging and nuclear imaging might increase the accuracy of TNM staging.
| CONCLUSION |
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| ACKNOWLEDGMENTS |
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| FOOTNOTES |
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| References |
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