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Neoplasia. Jun 2012; 14(6): 451–462.
PMCID: PMC3394188
Combined In Vivo Molecular and Anatomic Imaging for Detection of Ovarian Carcinoma-Associated Protease Activity and Integrin Expression in Mice1,2
Harvey H Hensley,*3 Navid A Roder,*3 Shane W O'Brien, Laura E Bickel, Fang Xiao, Sam Litwin, and Denise C Connolly
*Biological Imaging Facility, Fox Chase Cancer Center, Philadelphia, PA
Women's Cancer Program, Fox Chase Cancer Center, Philadelphia, PA
Biostatistics and Bioinformatics Facility, Fox Chase Cancer Center, Philadelphia, PA
Address all correspondence to: Denise C. Connolly, PhD, or Harvey H. Hensley, PhD, 333 Cottman Ave, Philadelphia, PA 19111. E-mail: Denise.Connolly/at/fccc.edu, Harvey.Hensley/at/fccc.edu
3These authors equally contributed to this study.
Received March 6, 2012; Revised May 10, 2012; Accepted May 14, 2012.
Most patients with epithelial ovarian cancer (EOC) experience drug-resistant disease recurrence. Identification of new treatments is a high priority, and preclinical studies in mouse models of EOC may expedite this goal. We previously developed methods for magnetic resonance imaging (MRI) for tumor detection and quantification in a transgenic mouse model of EOC. The goal of this study was to determine whether three-dimensional (3D) fluorescence molecular tomography (FMT) and fluorescent molecular imaging probes could be effectively used for in vivo detection of ovarian tumors and response to therapy. Ovarian tumor-bearing TgMISIIR-TAg mice injected with fluorescent probes were subjected to MRI and FMT. Tumor-specific probe retention was identified in vivo by alignment of the 3D data sets, confirmed by ex vivo fluorescent imaging and correlated with histopathologic findings. Mice were treated with standard chemotherapy, and changes in fluorescent probe binding were detected by MRI and FMT. Ovarian tumors were detected using probes specific for cathepsin proteases, matrix metalloproteinases (MMPs), and integrin αvβ3. Cathepsin and integrin αvβ3 probe activation and retention correlated strongly with tumor volume. MMP probe activation was readily detected in tumors but correlated less strongly with tumor volume. Tumor regression associated with response to therapy was detected and quantified by serial MRI and FMT. These results demonstrate the feasibility and sensitivity of FMT for detection and quantification of tumor-associated biologic targets in ovarian tumors and support the translational utility of molecular imaging to assess functional response to therapy in mouse models of EOC.
Epithelial ovarian cancer (EOC) is the most common form of ovarian cancer. Localized ovarian tumors are typically associated with nonspecific symptoms, and the majority of women present with disseminated peritoneal disease [1]. Although most patients respond well to aggressive surgical debulking and combination chemotherapy consisting of platinum and taxane, the majority experience disease recurrence and ultimately drug resistance, making EOC the most lethal of the gynecologic malignancies [1]. Hence, there is a critical need to identify therapeutics that target pathways specific to ovarian cancer tumor progression.
Targeting single molecules or pathways in tumor cells may initially show efficacy; but these strategies may ultimately fail because of the development of drug resistance based on mutation of the target, compensatory activation of alternate signaling pathways, or molecular heterogeneity within the recurrent tumor. To better understand the mechanisms contributing to drug resistance and the efficacy of combining targeted agents, preclinical evaluation of investigational agents in mouse models of EOC should be informative. We developed a transgenic mouse model of spontaneous EOC by expressing the early region of SV40 under transcriptional control of the Mullerian-inhibiting substance type II receptor [2]. Expression of SV40 TAg genes leads to functional inactivation of p53, Rb, and Rb-related proteins and activation of the AKT/mTOR pathway through inactivation of PP2A [3]. Results from The Cancer Genome Atlas Research Network demonstrated that these are the most common alterations that occur in high-grade serous ovarian carcinoma in women [4]. Female TgMISIIR-TAg transgenic mice develop bilateral ovarian carcinomas with 100% penetrance, and tumors are histologically similar to serous adenocarcinomas in women [5–7]. To facilitate studies of ovarian cancer disease progression and response to therapy, we developed magnetic resonance imaging (MRI) methods for longitudinal in vivo anatomic tumor imaging and quantification [5]. Using MRI, we showed that ovarian cancers in TgMISIIR-TAg mice respond to standard combination chemotherapy consisting of cisplatin and paclitaxel [5] and to the mTOR-targeted agent RAD001 (everolimus) [8]. Because tumor growth rate and response to therapy can be quantified, noninvasive longitudinal imaging modalities such as MRI offer considerable advantages over end point assessments for preclinical studies evaluating therapeutic efficacy.
Over the past decade, significant advances have been made in the development and application of in vivo molecular imaging in mice [9]. Molecular imaging technology uses fluorescent imaging probes in conjunction with either fluorescence reflectance imaging (FRI) or three-dimensional (3D) fluorescence molecular tomography (FMT) [9]. Target-specific and enzyme activatable fluorescent probes enable detection of molecules or biologic activities of tumors and/or the tumor microenvironment in real time. Importantly, fluorescent probe activation and retention can be quantified using FMT. Although sensitive and quantitative, FMT provides somewhat limited anatomic information and spatial resolution. To overcome this limitation, FMT is often coupled with an imaging modality that provides good spatial and anatomic resolution, such as computed tomography or MRI [10–12]. To date, most tumor models evaluated by FMT are those that are engrafted subcutaneously or that occur spontaneously close to the body surface (e.g., mammary cancer models) [13,14]. In vivo FMT imaging of tumors in deeply embedded organs is significantly more challenging than superficial tumors and has not been reported for mouse models of ovarian cancer [10,11].
The goals of this study were to 1) develop and validate methods for in vivo fluorescent molecular imaging of spontaneous ovarian tumor development in a transgenic mouse model of EOC, 2) develop multimodal imaging strategies using MRI and FMT for fusion of anatomic and molecular images of ovarian tumors in mice, and 3) determine the correlation of fluorescent optical imaging probe signals with ovarian tumor volume, progression, and response to therapy. Here we describe a dual MRI-FMT imaging approach for detection and quantification of tumor-associated cathepsin protease and matrix metalloproteinase (MMP) activities and integrin αvβ3 expression in ovarian carcinomas in living mice with fluorescent molecular imaging probes. This molecular imaging strategy can be used to detect tumor progression and response to therapy in vivo.
Transgenic Mice
Procedures were approved by the Fox Chase Cancer Center Institutional Animal Care and Use Committee, and mice were maintained under specific pathogen-free conditions. TgMISIIR-TAg mice have been described [2,5] and were genotyped by polymerase chain reaction amplification of the TAg transgene. Mice were maintained on a standard diet (2018SX Teklad Global; Harlan Laboratories, Somerville, NJ) and transitioned to a purified, alfalfa-free rodent chow (Teklad AIN-76A; Harlan Laboratories) for a minimum of 24 hours before fluorescent imaging to minimize fluorescence in the gut.
Cells and Culture Conditions
Murine ovarian carcinoma (MOVCAR) 5009 cells isolated from the ascites of ovarian tumor-bearing TgMISIIR-TAg mice [2,7] were maintained in Dulbecco modified Eagle medium containing 4% fetal bovine serum, penicillin/streptomycin (100 U/ml and 100 µg/ml, respectively), and 1x insulin/transferrin/selenium (supplied as a 100x stock by Life Technologies, Grand Island, NY). Cathepsin protease activity was evaluated using commercially available assay kits for detection of cathepsins B, D, and L (ab65300, ab65302, and ab65306; Abcam, Cambridge, MA). Briefly, 1 x 106 MOVCAR 5009 cells were plated and grown at 37°C for 24 hours, lysed, and assayed according to the manufacturer's instructions.
Optical Imaging Agents
For optical imaging of ovarian tumors and cells, commercially available imaging probes designed to detect oncologic processes were used. Tumor-associated cathepsin and MMP activities were detected with ProSense or MMPSense, respectively, and tumor-associated integrin receptor expression was detected with the integrin αvβ3-targeted probe IntegriSense [15]. AnnexinVivo 750, which detects exposed phosphatidyl serine, was used for anatomic localization based on its retention in the kidneys. All probes were purchased from PerkinElmer, Inc (Waltham, MA), and were administered intravenously into anesthetized mice by retro-orbital injection at a dose of 2.0 nmol for in vivo experiments.
In Vitro Detection of Optical Imaging Probes
Parallel cultures of MOVCAR 5009 cells were grown in the presence and absence of cathepsin protease inhibitors (cathepsin B inhibitor III [CA-074] or cathepsin L inhibitor [CAA0225]; EMD Chemicals, Inc, Gibbstown, NJ) and MMP inhibitors (ARP-100; Tocris Bioscience, Bristol, United Kingdom). For detection of both ProSense 680 and MMPSense 680, 3 x 104 cells were seeded on fibronectin-coated coverslips in 24-well plates for 4 hours and treated with 1 µg/ml saponin to facilitate binding and detection of hydrophobic probes. The medium was replaced with fresh medium containing vehicle (0.2% dimethyl sulfoxide), cathepsin inhibitor (20 µM CA-074 or 20 µM CAA0225) or MMP inhibitor (1 µM of ARP-100). After incubating for 1 hour in the presence or absence of protease inhibitors, 1 nmol/ml of ProSense 680 or MMPSense 680 was added, and cells were incubated for an additional 18 hours. For integrin αvβ3 detection, parallel cultures of 3 x 104 cells were grown overnight and treated with 1 µg/ml saponin for 15 minutes. Cells were then incubated in the presence of 0.2% dimethyl sulfoxide or 100 nM echistatin, an integrin αvβ3 antagonist (Tocris Bioscience) for 15 minutes, and then the medium was replaced with fresh medium containing 1 nmol/ml IntegriSense 680 and cells were incubated for an additional 15 minutes. Coverslips were washed with phosphate-buffered saline, fixed in 3% paraformaldehyde, counterstained with DAPI, and probe activation or binding was detected by fluorescence microscopy.
Fluorescence Molecular Tomography
Before imaging, mice were anesthetized with isoflurane (Isosol; Vedco, Inc, St Joseph, MO) at a concentration of 2% in medical-grade O2, and fur around the lower thorax, the abdomen, and the back was removed by shaving and depilation with a cosmetic hair removal lotion. FMT was performed with the VisEn FMT2500 Quantitative Tomography Imaging In Vivo Imaging System (PerkinElmer, Inc). Mice were placed in a biplanar imaging cassette supplied with the instrument and transilluminated with laser light. Resulting transmission and fluorescence patterns were captured with a thermoelectrically cooled CCD camera, and the position and intensity of fluorescence sources were reconstructed in three dimensions using the TrueQuant software package (Perkin Elmer), supplied with the FMT2500 [16]. For ProSense 680, IntegriSense 680, or MMPSense 680, mice were injected with probes and imaged 24 hours later. MMPSense 750 was injected 14 hours before imaging, and AnnexinVivo 750 was injected 2 hours before imaging. All mice were imaged in the both the 680- and 750-nm channels and imaging times totaled approximately 15 minutes for each mouse.
Magnetic Resonance Imaging
MRI was performed in a vertical-bore 7-T magnet with a Bruker DRX300 spectrometer (Bruker Biospin Corporation, Billerica, MA) and ParaVision 3.0 software (Bruker Biospin Corporation) as described [5,17]. A custom-built transfer cassette constructed of a Lucite frame and 0.12-mm-thick mylar windows was used. Both the FMT and MRI cassettes compressed the mice to an equal thickness of 15.0 mm. To ensure accurate image fusion, mice were positioned in precisely the same orientation when transferred from one cassette to another, aligning the inferior-superior axis parallel to the edges of the cassette. Contrast-enhanced MRI was performed as described [5]. Alternatively, mice were imaged using a T2-weighted fast spin echo (rapid acquisition with refocused echoes), which could be completed quickly (~2 min 35 sec) and did not require gadolinium contrast enhancement (TR = 2400 milliseconds, TE = 8.8 milliseconds, rapid acquisition with refocused echoes factor = 8, effective echo time = 37 milliseconds, slice thickness = 0.75 mm, field of view = 2.56 cm, in-plane resolution = 0.1 mm, and signal average = 2). Image data sets were converted to Analyze image format and tumor volumes calculated using MRIcro [18] (http://www.cabiatl.com/mricro/) as described [5].
A full-body-thickness MR data set for rendering with FMT was generated using a 3D gradient echo with TR = 200 milliseconds, TE = 2.3 milliseconds, flip angle = 60 degrees, and number of excitations = 1 imaging sequence. The acquisition matrix of 256 x 192 x 96 was zero-filled and reconstructed to a matrix of 256 x 256 x 128. The field of view was 3 x 3 x 1.5 cm for an isotropic voxel size of 0.13 mm.
Image Fusion
FMT and MRI data sets were fused using freely available A Medical Imaging Data Examiner (AMIDE) software [19] (http://amide.sourceforge.net/). TrueQuant software permitted exportation of the FMT data sets in DICOM format, whereas the MRI data sets were imported directly into AMIDE, with the relevant scan geometry information entered manually. Image fusion of the two data sets was done using the kidneys as internal fiducial markers. The kidneys were marked and detected in the FMT data set by kidney-specific binding of AnnexinVivo 750 probe, and the data sets were aligned and rotated until the kidneys overlapped in three dimensions. The same transformations that aligned the kidneys in the two data sets were then applied to the FMT data set from the 680-nm channel. The position of the ovaries (or ovarian tumors) relative to the kidneys in the MR data set was noted, and the areas corresponding to ovary were then identified on the FMT data sets as displayed in the TrueQuant software and regions of interest (ROIs) were drawn. The ROIs drawn were of similar volume to those calculated directly from the MR data set. The absolute value of probe retention in the ROI was measured in picomoles (calculated by TrueQuant).
Ex Vivo FRI
After in vivo imaging, mice were euthanized, dissected to expose the abdominal cavity, and imaged in an IVIS Spectrum (Caliper Life Science, Hopkinton, MA) fluorescent/bioluminescent imaging system. Fluorescent images were acquired with 0.5-second exposure times at f-stop = 2. The 680-nm probes were imaged with an excitation wavelength of 640 nm and emission of 700 nm, and the 750-nm probes were imaged with an excitation wavelength of 710 nm and emission at 760 nm. After imaging of the abdomen, mice were further dissected, and excised organs, including the ovaries, the reproductive tract, the kidneys, the intestine, the liver, the spleen, and the lungs, were imaged with the same parameters. ROIs were drawn around each ovarian tumor, and the total radiant efficiency ([p/s]/[µW/cm2]), as calculated by the Living Image software (supplied with IVIS Spectrum), was recorded.
Chemotherapy
To detect response to chemotherapy with fluorescent probes and FMT, mice were first imaged with MRI to confirm the presence and volume of ovarian tumors. Normal ovaries are approximately 10 mm3; therefore, the minimum size threshold for initiation of chemotherapy was defined as 25 mm3. Mice were treated with a standard combination chemotherapy consisting of cisplatin (6 mg/kg, injected intraperitoneally four times at 4-day intervals) and paclitaxel (10 mg/kg, injected intraperitoneally six times at 2-day intervals) or vehicle (phosphate-buffered saline).
Tissue Preparation and Immunohistochemistry
Mice were euthanized by CO2 asphyxiation and examined by necropsy. Tumor length (l) and width (w) was measured with calipers and volume calculated (l x w2 x 0.5). Entire reproductive tracts were removed, fixed in 10% (vol/vol) neutral buffered formalin overnight, and submitted for processing. Ovarian tumors were confirmed by evaluation of tissue sections stained with hematoxylin and eosin (H&E) and antibodies recognizing the SV40 TAg (pAB101, 1:100; Santa Cruz Biotechnology, Santa Cruz, CA) as described [2].
Statistical Analysis
Linear regression analyses were used for comparisons of tumor volume and probe retention. Correlations (R2 values) for each comparison were calculated, and statistical analyses were performed using a two-tailed unpaired Student's t test. P ≤ .05 was considered significant. Comparisons of tumors in chemotherapy-treated and vehicle treated mice were based on four summary observations per group and done using the one-sided Wilcoxon two-sample test.
Fluorescent Probe Activation and/or Binding in MOVCAR Cells
To develop methods for detecting ovarian tumors by FMT, fluorescent molecular probes recognizing tumor-associated molecules or biologic activities were required. Among the available imaging agents were probes selectively activated by cathepsin proteases and MMPs and probes that bind to the tumor-associated integrin αvβ3. Human ovarian carcinomas commonly exhibit increased activity and/or expression of cathepsin [20–22], MMPs [23,24], and integrin αvβ3 [25–27]; thus, these three classes of probes were logical candidates for FMT detection ovarian tumors. Before the in vivo experiments, we evaluated in vitro activation and/or binding of each probe in MOVCAR 5009 cells [2,7]. The extent and subtype of cathepsin expression in ovarian tumors and tumor-derived cell lines were unknown; therefore, the expression of cathepsins B, D, and L was evaluated using commercially available assays. Low-level cathepsin B activity was detected in MOVCAR cells but was not inhibited by the cathepsin B-specific inhibitor CA-074, suggesting that it was nonspecific (Figure 1A). Little or no cathepsin D activity was detected and was not lysate concentration dependent (Figure 1A). Concentration-dependent cathepsin L activity was detected, and this activity was significantly inhibited by the cathepsin L-specific inhibitor CAA0225 (Figure 1A), suggesting that it is the predominant cathepsin activated in tumor cells. ProSense is an optically silent imaging probe that becomes strongly fluorescent on cleavage by cancer-associated cathepsins, including cathepsin L. MOVCAR cells incubated in the presence of ProSense exhibited a strong fluorescent signal that was significantly inhibited by the addition of CAA0225 but unaffected by CA-074 (Figure 1B). These results are consistent with the enzyme assays and show that ovarian tumor cells express cathepsin protease activity necessary for ProSense probe cleavage and activation.
Figure 1
Figure 1
Targetedmolecular fluorescent probes detect tumor-associated cathepsin, MMP and integrin αvβ3 inMOVCAR cells isolated from tumor-bearing transgenic mice. (A) Lysates of MOVCAR cells assayed for cathepsin activity showed little or no cathepsin (more ...)
Cell lines and primary ovarian tumors from TgMISIIR-TAg mice express MMP-2 and MMP-9 (F. Xiao and D. Connolly, unpublished data). Consistent with this, MOVCAR cells incubated in the presence of MMPSense (an MMP-activatable probe) exhibited a strong fluorescent signal that was significantly decreased in the presence of the MMP inhibitor ARP-100 (Figure 1C). The integrin αvβ3-targeted probe, IntegriSense, also bound to MOVCAR cells, and preincubation with the integrin αvβ3 antagonist echistatin significantly inhibited this binding (Figure 1D). Taken together, these data show that like human EOCs, tumor cells derived from TgMISIIR-TAg mice express tumor-associated cathepsins, MMPs, and integrin αvβ3 and that fluorescent probes targeting these proteins would be useful for in vivo optical imaging.
Dual MRI and FMT Imaging and Image Alignment
FMT has been used successfully to image subcutaneous and superficial tumors in mice [28,29], but imaging tumors in deeply embedded abdominal organs is significantly more challenging owing to limited tissue penetration and light scattering. An additional technical challenge is the presence of dark fur and pigmentation in mouse strains commonly used to develop genetically engineered mouse models of cancer. Data regarding the feasibility of optical imaging of abdominal organs using FMT in black mice are limited; therefore, we first evaluated ProSense probe activity in wild-type C57BL/6 mice. Resulting images showed background probe signal in the abdominal cavity including the gastrointestinal tract and liver (Figure W1A). To provide additional anatomic data for definitive identification of probe signal emanating specifically from ovaries and ovarian tumors, we sought to combine anatomic imaging by MRI with optical imaging by FMT.
Mice are placed horizontally in the FMT2500 imaging system and vertically (head up) in the MRI system; therefore, potential positional shifts of organs due to gravity needed to be addressed for subsequent alignment of MR and FMT images. Software on the imaging systems did not provide for definition of the skin surface to aid in alignment. However, the data as reconstructed are intrinsically volumetric and could be registered directly with a minimum of processing. The planar surfaces of the imaging cassettes were the most clearly defined surfaces and served as boundaries in both data sets as the first step in image fusion. To further ensure correct alignment, we capitalized on the observation that AnnexinVivo 750 is specifically retained in the kidneys of injected mice, resulting in nonoverlapping signals adjacent to normal ovaries or ovarian tumors (Figure W1, A and B). Based on the adjacent posterior anatomic location of the ovaries with respect to the kidneys, fluorescently marked kidneys could be effectively used as an internal fiducial for alignment of the MR and FMT images.
Fluorescent images exported from the TrueQuant software in DICOM (Figure W1A, subpanels a–c) were imported into AMIDE (Figure W1A, subpanels d–f) and aligned with MR images from the same mouse using the fluorescent signal from the kidneys (Figure W2, A–C). In the aligned images from wild-type mice, ProSense probe activation was undetectable in either ovary (Figure W2). The normal histology and structure of the ovaries was confirmed by analyzing H&E- and TAg-stained tissue sections (not shown).
In Vivo Detection of Cathepsin Activity in Ovarian Tumors
With established methods for MR and FMT image alignment, in vivo detection of cathepsin activity in ovarian tumors was first tested in mice with tumors of similar total volume as determined by MRI (Figure W2). Mice were given intravenous injections of ProSense 680 or ProSense 680 control (a nonactivatable analog) and AnnexinVivo 750 and imaged sequentially by MRI and FMT. Data sets were aligned and showed dorsal fluorescent signals that coaligned with the ovarian tumors in the ProSense 680-injected mouse (Figure W2). The specificity of probe activation was confirmed in the ProSense 680 Control probe-injected mice, where there was no detectable signal at the position of the ovarian tumors (Figure W2). Having confirmed that we could detect cathepsin protease activity in ovarian tumors, we then evaluated a larger cohort of mice including three wild-type C57BL/6 mice and 15 TgMISIIR-TAg mice ranging in age from 107 to 192 days (mean age = 143 days). Aligned data sets (Figure 2, A–C) were used to determine the position of the ovaries and assign ROIs for signal quantification (Figure 2D). Negligible probe activation was observed in wild-type C57BL/6 mice (Figure W2 and data not shown) but was consistently observed in the ovaries of TgMISIIR-TAg mice. In mice with normal-sized or minimally enlarged ovaries (e.g., mouse 9374; Figure 2A), discrete fluorescent signals were detected at the position of the ovary (Figure 2, B–D). Ex vivo fluorescent images of the exposed abdominal cavity and dissected organs (Figure 2, E–H) confirmed the presence of fluorescent signals from AnnexinVivo in the kidneys (Figure 2, E and F) and ProSense in the ovaries (Figure 2, G and H). Although the ovaries from this mouse exhibited little or no enlargement, H&E and TAg staining of tissue sections clearly showed the presence of bilateral microscopic (~200–600 µm in diameter) ovarian tumors (Figure 2, I–L). In mice with large tumors, prominent ProSense signals were detected (Figure 3) and ex vivo images confirmed the ROIs assigned in the FMT image correctly identified fluorescent signals from the kidneys and the massively enlarged (~900 mm3) left ovarian tumor (Figure 3, E and F). H&E and TAg stained sections also confirmed the presence of a large tumor in the left ovary (Figure 3, I and J) and TAg-positive tumor cells in the right ovary (Figure 3, K and L). Reconstruction and image rendering of 3D fused MR and FMT images showed bilateral ovarian tumors in a TgMISIIR-TAg mouse (Movie W1). This movie illustrates the dorsal position and extent of the ovarian tumor-specific fluorescent signal in the context of the whole animal and the close posterior location of the ovarian tumors relative to the kidneys. Collectively, these data demonstrate that ovarian tumors express cathepsin activity leading to probe activation and retention. Importantly, tumor-associated cathepsin activity can be detected at an early stage in microscopic ovarian tumors before ovarian enlargement detectable by MRI.
Figure 2
Figure 2
Detection of cathepsin activity in TgMISIIR-TAg mouse with small ovarian tumors. (A) MR image showing essentially normal-sized ovaries (arrows) posterior to the kidneys (k). All MR and fluorescent images in this and in subsequent figures are shown from (more ...)
Figure 3
Figure 3
Detection of cathepsin activity in TgMISIIR-TAg mouse with a large ovarian tumor. (A) MR image showing a large ovarian tumor on the left (arrow) and the right kidney (k). (B) AMIDE image showing AnnexinVivo 750 detection of kidneys (yellow-orange) and (more ...)
Cathepsin-Mediated Probe Activation Correlates with Tumor Size
Although the spatial resolution of FMT compares poorly with that achievable by MRI for tumor volume quantification, the increased fluorescent signal in mice with large tumors did suggest the possibility that cathepsin activity correlated with tumor size. As this was a first effort at in vivo fluorescent molecular imaging of ovarian tumors, direct determination of the probe distribution and the relationship to tumor volume is important to validate the use of fluorescent probes in this model. To evaluate this further, the following comparisons were made for ovarian tumors: 1) volume determined by MRI and caliper measurements, 2) fluorescent probe retention and MRI volume, 3) fluorescent probe retention and caliper volume, 4) ex vivo fluorescence reflectance and MRI volume, 5) ex vivo fluorescence reflectance and caliper volume, and 6) fluorescent probe retention and ex vivo fluorescence reflectance (Figure 4 and Table 1; data not shown). As shown previously [5], an extremely strong correlation existed between tumor volumes determined by MRI and caliper measurement (Figure 4A; R2 = 0.99, P < .0000001). Similarly, cathepsin-mediated probe activation and retention in the ovary were highly correlated with tumor volume determined by MRI (Figure 4B; R2 = 0.95, P < .00001) or by caliper measurement (Figure 4C; R2 = 0.96, P < .0000001). Signal detected by ex vivo fluorescence reflectance also correlated with tumor volume (R2 = 0.69 for MRI and R2 = 0.73 for calipers, P < .0000001) and probe retention (R2 = 0.80, P < .0000001; data not shown). Taken together, these results demonstrate that ProSense can be used to detect ovarian tumors in TgMISIIR-TAg mice and that the level of cathepsin activity present in the tumors is strongly correlated with tumor size.
Figure 4
Figure 4
Relationship between cathepsin-mediated ProSense 680 activation and tumor volume. Linear regression analysis of ovarian tumor volume determined by MRI or caliper measurements and cathepsin-mediated activation of the NIRF imaging probe ProSense 680 in (more ...)
Table 1
Table 1
Data Summarizing Probe Concentration (ProSense 680) and Ovarian Tumor Volume from TgMISIIR-TAg Mice.
In Vivo Detection of αvβ3 Integrin Binding and MMP Activity in Ovarian Tumors
Expression of integrin αvβ3 has been shown in human ovarian carcinoma cell lines and is associated with motility and invasion mediated by MMPs [25–27]. Based on the in vitro data confirming the detection of integrin αvβ3 binding and MMP activity in MOVCAR cells (Figure 1), we evaluated IntegriSense and MMPSense for detection of ovarian tumors in vivo. TgMISIIR-TAg (n = 5) and wild-type (n = 2) mice were injected with IntegriSense 680 and AnnexinVivo 750 and imaged by MRI and FMT as described. Strong fluorescent signals were detected in the ovarian tumors of all five of the TgMISIIR-TAg mice (Figure 5, A–C) but not in the ovaries of wild-type C57BL/6 mice (not shown). The presence of ovarian tumors was confirmed by histopathologic evaluation of H&E- and TAg-stained sections (not shown). Comparisons of probe retention and tumor volume showed that the IntegriSense signal was strongly correlated with volume determined by MRI (R2 = 0.93, P < .00001) or caliper measurement (R2 = 0.88, P < .0001). These results demonstrate that integrin αvβ3 expression can be detected in ovarian tumors in vivo using IntegriSense and that probe binding correlates with tumor size.
Figure 5
Figure 5
Detection of ovarian tumors with IntegriSense 680 and MMPSense 680 probes. (A) MR image showing bilateral ovarian tumors (arrows), (B) fused FMT-MR image, and (C) TrueQuant images of a mouse injected systemically with IntegriSense 680 and AnnexinVivo (more ...)
MMP activity in ovarian tumors was evaluated with MMPSense and was detected in ovarian tumors (Figure 5, D–F) but not in normal ovaries in wild-type mice (not shown). The presence of ovarian tumors was confirmed by both ex vivo imaging and evaluation of H&E- and TAg-stained sections for each case (not shown). The total amount of MMP-mediated probe activation in ovarian tumors was generally lower than the amount of cathepsin or integrin αvβ3 probe signal in similar-sized tumors and comparisons of probe retention with tumor volume showed that the absolute amount of MMPSense detected in tumors correlated less well with tumor volume (R2 = 0.546 for MRI and 0.5997 for calipers, P < .01; data not shown).
Detection of Tumor Progression and Response to Chemotherapy by FMT
Primary ovarian tumors in TgMISIIR-TAg mice have a mean doubling time of 7.3 days and are responsive to standard combination chemotherapy consisting of cisplatin and paclitaxel [5]. Using detection integrin αvβ3 probe binding as a surrogate for tumor size, we next tested whether FMT could reliably detect tumor progression and response to chemotherapy in TgMISIIR-TAg mice. Tumor-bearing mice (n = 8) underwent MRI and FMT to determine baseline tumor volume and IntegriSense retention. Mice (n = 4 per group) were then treated with cisplatin and paclitaxel or vehicle and serially imaged by MRI and FMT at 12-day intervals. Ovarian tumors in untreated mice progressed rapidly, exhibiting a tumor doubling time of approximately 1 week (Figure 6, A and C). The increase in tumor growth was also reflected in a parallel increase in IntegriSense probe binding (Figure 6D). Mice treated with cisplatin and paclitaxel exhibited a reduction in ovarian tumor volume detected by MRI (Figure 6, B and C) and significantly decreased probe retention in the tumors (Figure 6, B and D). Probe retention in the ovarian tumors mice remained strongly correlated with tumor volume determined by MRI or caliper measurements (R2 = 0.92 and R2 = 0.86, respectively, P < .001; data not shown). Together, these data show that ovarian tumor progression and response to combination chemotherapy can be accurately assessed using FMT with an integrin αvβ3-binding fluorescent probe.
Figure 6
Figure 6
Serial FMT imaging detecting tumor progression and response to chemotherapy. Mice (n = 8) were injected with IntegriSense 680 and received baseline FMT and MRI scans 24 hours later. Immediately after the baseline scan, mice were either injected with vehicle (more ...)
Using a dual MRI-FMT imaging approach, we confirmed the feasibility and sensitivity of detection of tumor-associated biologic activities in ovarian carcinomas in living mice by FMT imaging with fluorescent molecular imaging probes. For this study, we chose probes based on their relevance to EOC. Among these, the ProSense, MMPSense, and IntegriSense probes were considered to be highly relevant based on prior studies showing high levels of expression and activity of cathepsins, MMPs, and integrin αvβ3 in human EOCs [20–27,30–35]. Although immunohistochemical staining is commonly used for detection of proteases in tumor tissues, the mere presence of these proteins does not provide information about protease activity. An advantage of activatable fluorescent probes is that the probes are fluorescently quenched until they are cleaved by active proteases. Thus, probe activation and retention in tumors are directly reflective of tumor-associated protease activity. The fluorescent molecular probes used detected cathepsin and MMP activity and integrin αvβ3 binding in ovarian tumors but not in normal wild-type ovaries. Quantitative assessments showed that cathepsin activity and integrin αvβ3 binding were strongly correlated with tumor volume. MMP activity was readily detected in ovarian tumors; however, the correlation with tumor volume was not as strong. This may be related to differences in: 1) overall MMP activity in tumors, 2) lack of uniform MMP activity in tumors, or 3) intrinsic differences in the imaging probes properties (e.g., inherent fluorescent signal strength and/or capacity for tumor localization and penetration).
Advances in optical molecular imaging technologies offer the possibility of improved or alternative strategies for disease detection and staging and for the identification and observation of molecules and/or biologic activities associated with tumor initiation, progression and response to therapy. Importantly, in the current study, fluorescent probes targeting tumor-associated protease activity allowed in vivo detection of microscopic tumors in mice before enlargement of the ovary detectable by MRI. In addition, FMT coupled with a fluorescent probe detecting integrin αvβ3 binding enabled in vivo detection of both tumor progression and response to chemotherapy. The αvβ3 integrin binding signal detected in ovarian tumors may be from tumor cells, tumor vasculature or both. However, the FMT2500 instrumentation is not sufficiently sensitive to discriminate between these possibilities.
The findings in this study support additional investigation of molecular imaging for in vivo early detection of ovarian tumors and for detection of functional response to targeted therapy. Some targeted and immune-based therapeutic agents show efficacy in the absence of radiologic evidence of tumor regression or in some cases after initial evidence of progressive disease [36,37]. Therefore, optical assessments of biologic activities within tumors may provide relevant information regarding response to therapy in the absence of detectable changes in tumor volume achieved by anatomic imaging. Although beyond the scope of the present study, demonstration of value added by FMT-based imaging to the already highly sensitive and reliable anatomic imaging provided by MRI will require additional studies, the success of which will require the identification of a molecular targeted agent with significant antitumor activity for EOC and the availability of fluorescent probes that bind to or are activated by relevant downstream biologic mediators of the pathway targeted.
Until recently, in vivo optical imaging strategies primarily relied on planar imaging methods (e.g., fluorescence reflectance or bioluminescent imaging) that, although informative, are nonquantitative and subject to significant limitations of light penetration and scattering in tissues [13]. Improvements in tomographic optical imaging technology and fluorescent imaging probes with high target-to-background ratios and low tissue autofluorescence led to the availability of FMT instrumentation and its application for small animal imaging [38]. Whereas FMT instrumentation theoretically enables imaging of fluorescent signals at depths more than 500 µm, there is little available information regarding in vivo fluorescent molecular imaging of ovarian tumors in mice. Previous studies in mice with xenografts of human EOC cells demonstrated the feasibility of optical imaging using fluorescent probes for detection of tumor nodules but largely relied on ex vivo FRI [39,40]. The results of this study demonstrate for the first time the feasibility, sensitivity, and accuracy of fluorescent imaging probes and FMT for in vivo detection of spontaneous ovarian tumors in black mice and for quantification of tumor-associated biologic activities.
Because FMT was a new approach for in vivo imaging of spontaneous ovarian tumors, the combined imaging strategy increased the accuracy of detection and quantification of tumor-specific fluorescent probe activation/retention. The major challenge in image alignment was due to the gravitational effects on the organs in mice imaged in the vertical position for MRI compared with the horizontal position for FMT. Co-administration of AnnexinVivo to mark the kidneys for image alignment helped overcome this challenge. The observation of high AnnexinVivo probe accumulation in the kidneys is consistent with previous reports showing increased apoptosis and accumulation of exposed phosphatidyl serine in the proximal tubules of kidney after isoflurane inhalation [41] as well as studies using technetium 99m-conjugated annexin V imaging agents showing that these agents are retained in the kidneys of mice and humans [42,43]. Given the proximal location of kidneys to the ovaries, this approach was more effective than external installation of fiducial markers and allowed the use of the same anatomic structure as a fiducial for serial images. The imaging methods described in this work will be easily adaptable to imaging mice with orthotopic implants of human ovarian cancer cells or patient tumor tissue in the intrabursal space [17].
Technical limitations related to the depth of tissue imaging make clinical adaptation of FMT imaging unlikely. However, the development of combination fluorescent and white light endoscopes has allowed in vivo imaging of disseminated peritoneal tumor nodules using cathepsin activatable or small-molecule fluorescent imaging probes [44,45]. The use of fluorescent imaging probes with high tumor-to-background ratios results in increased sensitivity and specificity in the detection of tumor nodules compared to white light imaging. Continued advancements in clinical adaptation of endoscopic fluorescent imaging technology and approval of activatable and/or targeted fluorescent probes for clinical use are predicted to improve surgical staging and optimal surgical debulking by detection of small disseminated lesions that are not visible by conventional white light imaging.
The need for alternative therapies for EOC is underscored by the common development of resistance to standard cytotoxic chemotherapy and the persistently high mortality rate associated with advanced stage ovarian cancer [46]. Many targeted molecular therapies are available, several of which have been evaluated in clinical trials; however, there are few examples with demonstrated clinical efficacy for the majority of patients. Given the high degree of tumor heterogeneity [4], EOC treatment may require a more individualized approach. High-throughput genomic and proteomic analyses of individual tumor specimens may identify genes and signaling pathways that contribute to cancer progression, but determining the most effective single agents or combinations remains a significant challenge. Studies in mouse models have the potential to facilitate the rapid evaluation of novel agents and effective drug combinations. Whereas the standard assessment of response to therapy is tumor regression, disease stabilization may be an acceptable clinical outcome. Multimodal imaging approaches for evaluation of changes in metabolic or biologic activity of the tumor may suggest a positive response to treatment. Further development of fluorescent molecular imaging probes is predicted to result in additional agents that can be used as biomarkers of functional response to a variety of targeted therapies. Importantly, the use of FMT for fluorescent imaging in preclinical models can provide quantitative information regarding specific probe activation and retention as well as response to therapy and is predicted to have translational applications for detection, staging, and treatment of ovarian cancer.
Supplementary Material
Supplementary Figures and Tables
Acknowledgments
The authors thank Margie Clapper, Michael Seiden, Timothy Yen, and Ronald Wolf for helpful discussions and critical review of this article.
Abbreviations
EOCepithelial ovarian cancer
FMTfluorescence molecular tomography
MMPmatrix metalloproteinase
MOVCARmurine ovarian carcinoma
AMIDEA Medical Imaging Data Examiner
ROIregion of interest

Footnotes
1This project was supported by the Fox Chase Cancer Center (FCCC) - University of Pennsylvania Ovarian Cancer SPORE CA083638, the FCCC Keystone Initiative in Personalized Risk and Prevention, the Bucks County Board of Associates, The Teal Tea Foundation, and the FCCC Laboratory Animal, Biomedical Imaging, Histopathology and Biostatistics Facilities. D.C.C. is supported by grants CA136596, CA151374, CA083638, and CA006927 from the National Cancer Institute.
2This article refers to supplementary materials, which are designated by Figures W1 and W2 and Movie W1 and are available online at www.neoplasia.com.
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