Contrast-enhanced small-animal PET/CT in cancer research: strong improvement of diagnostic accuracy without significant alteration of quantitative accuracy and NEMA NU 4–2008 image quality parameters
- Charline Lasnon†1, 2,
- Elske Quak†3,
- Mélanie Briand1, 2,
- Zheng Gu4,
- Marie-Hélène Louis1, 2 and
- Nicolas Aide1, 2, 3Email author
© Lasnon et al.; licensee Springer. 2013
Received: 21 October 2012
Accepted: 9 January 2013
Published: 17 January 2013
The use of iodinated contrast media in small-animal positron emission tomography (PET)/computed tomography (CT) could improve anatomic referencing and tumor delineation but may introduce inaccuracies in the attenuation correction of the PET images. This study evaluated the diagnostic performance and accuracy of quantitative values in contrast-enhanced small-animal PET/CT (CEPET/CT) as compared to unenhanced small animal PET/CT (UEPET/CT).
Firstly, a NEMA NU 4–2008 phantom (filled with 18F-FDG or 18F-FDG plus contrast media) and a homemade phantom, mimicking an abdominal tumor surrounded by water or contrast media, were used to evaluate the impact of iodinated contrast media on the image quality parameters and accuracy of quantitative values for a pertinent-sized target. Secondly, two studies in 22 abdominal tumor-bearing mice and rats were performed. The first animal experiment studied the impact of a dual-contrast media protocol, comprising the intravenous injection of a long-lasting contrast agent mixed with 18F-FDG and the intraperitoneal injection of contrast media, on tumor delineation and the accuracy of quantitative values. The second animal experiment compared the diagnostic performance and quantitative values of CEPET/CT versus UEPET/CT by sacrificing the animals after the tracer uptake period and imaging them before and after intraperitoneal injection of contrast media.
There was minimal impact on IQ parameters (%SDunif and spillover ratios in air and water) when the NEMA NU 4–2008 phantom was filled with 18F-FDG plus contrast media. In the homemade phantom, measured activity was similar to true activity (−0.02%) and overestimated by 10.30% when vials were surrounded by water or by an iodine solution, respectively. The first animal experiment showed excellent tumor delineation and a good correlation between small-animal (SA)-PET and ex vivo quantification (r2 = 0.87, P < 0.0001). The second animal experiment showed a good correlation between CEPET/CT and UEPET/CT quantitative values (r2 = 0.99, P < 0.0001). Receiver operating characteristic analysis demonstrated better diagnostic accuracy of CEPET/CT versus UEPET/CT (senior researcher, area under the curve (AUC) 0.96 versus 0.77, P = 0.004; junior researcher, AUC 0.78 versus 0.58, P = 0.004).
The use of iodinated contrast media for small-animal PET imaging significantly improves tumor delineation and diagnostic performance, without significant alteration of SA-PET quantitative accuracy and NEMA NU 4–2008 IQ parameters.
KeywordsSmall-animal PET/CT Contrast media NEMA NU 4–2008 Tumor-bearing rodents Quantification
Small-animal positon emission tomography (SA-PET) imaging is a powerful tool in performing preclinical studies in tumor-bearing rodents and is being increasingly used to evaluate metabolic response to treatment, particularly within the framework of new drug development [1, 2]. Animal models include abdominal tumors that arise in transgenic animals or tumors that arise after engraftment of exogenous malignant cells.
In abdominal tumor models, a moderate-to-high physiological uptake in the gut is observed with many tracers, including 18F]fluorodeoxyglucose (18F-FDG) and 18F]fluorothymidine (18F-FLT), which may hamper tumor detection. Moreover, anatomical landmarks are lacking on PET images alone. In this setting, correlative computed tomography (CT) acquisition is useful to improve the localization of tracer uptake and provides faster and more accurate attenuation correction than attenuation correction obtained with external gamma sources . However, an unenhanced CT scan does not allow delineation of tumors from the surrounding organs as both have similar CT attenuation characteristics [4, 5]. This drawback is particularly an issue in nude mice and nude rats, which lack abdominal fat. The use of iodinated contrast agents solves this problem. Iodinated agents that are typically used in the clinical setting cannot be used for intravenous injections in rodents because microCT devices are not fast enough to image animals before the contrast media is cleared from the blood. Therefore, dedicated iodinated contrast agents have been developed for preclinical research. Two long-lasting intravascular contrast media agents, eXIA 160XL (Binitio Biomedical, Inc., Ottawa, Canada) and Fenestra VC (Advanced Research Technologies Inc., Saint-Laurent, Quebec, Canada) [6–9], are commercially available. eXIA 160XL is a single-phase contrast agent that provides peak contrast enhancement in the spleen, liver, and vessels within the first hour after injection, while Fenestra VC is a dual-phase contrast agent that provides blood-pool enhancement for more than 2 h after intravenous injection followed by liver enhancement. Also available is Fenestra LC (Advanced Research Technologies Inc.), a contrast agent offering liver and spleen enhancement for durations reported to be as long as 7 days in mice. In addition, the clinically used iodinated agents can be injected by the intraperitoneal route to improve delineation of abdominal tumors .
To our knowledge, studies comparing the diagnostic performance of unenhanced SA-PET/CT versus contrast-enhanced SA-PET/CT with protocols including one or more of the contrast agents described above are lacking. Moreover, clinical PET/CT studies have shown that contrast agents may result in overestimation of standardized uptake values on images corrected for attenuation with attenuation maps derived from CT [11–15].
The aim of this study was to perform a comprehensive evaluation of the diagnostic performance and the accuracy of SA-PET quantitative values in contrast-enhanced versus unenhanced SA-PET/CT by phantom and animal studies in abdominal tumor-bearing rats and mice. For that purpose, we used the NEMA NU 4–2008 image quality phantom, which provides a standardized assessment of the overall image quality and accuracy of attenuation and scatter corrections ; we also used homemade phantoms mimicking tumors surrounded by contrast media. In addition, we scanned a large cohort of animals with various contrast media protocols to evaluate both the diagnostic and quantitative accuracies of contrast-enhanced SA-PET/CT (CEPET/CT) versus unenhanced SA-PET/CT (UEPET/CT).
SA-PET/CT data acquisition and reconstruction parameters
SA-PET/CT examinations were performed on an Inveon SA-PET/CT (Siemens Medical Solutions, Knoxville, TN, USA). First, SA-CT images were acquired in approximately 10 min using 80 keV and 500 μA. Then PET acquisitions were performed using energy and coincidence timing windows of 350 to 650 keV and 3.4 ns, respectively. Emission scan duration was 20 min for phantom acquisitions, as recommended by the NEMA NU 4–2008 standards, and 15 min for animal scans. When the animal was imaged more than once, the duration of the subsequent acquisition was increased to account for 18F decay.
Reconstructions were performed using a three-dimensional maximum a posteriori (MAP) reconstruction with a 128 × 128 transaxial image matrix size. Three-dimensional ordered subset expectation maximization (OSEM-3D)/MAP was used with 2 OSEM-3D iterations and 18 MAP iterations with the β parameter set to 0.2. For NEMA NU 4 phantom studies, reconstructions were performed (a) with attenuation and scatter corrections, (b) with attenuation correction but without scatter correction, and (c) with neither attenuation nor scatter correction. For animal studies, data were corrected for attenuation and scatter events.
Phantom studies were carried out with the NEMA NU 4–2008 image quality phantom. This phantom has the following features: a main fillable cylindrical chamber of 30-mm diameter and 30-mm length; a solid part with five fillable rods drilled through (at 7 mm from the center) with diameters of 1, 2, 3, 4, and 5 mm, respectively, and 20 mm in length; and a part with two cold cylindrical chambers 15 mm in length and 8 mm in diameter (one filled with non-radioactive water and the other with air). A more detailed description can be found elsewhere . The image quality phantom was filled either with an 18F-FDG solution (diluted with pure water) or with an 18F-FDG solution containing iohexol at a concentration of 100 mg iodine (I)/mL, representing the highest concentration from our preclinical protocols.
Radioactivity at the beginning of the emission scan was 3.7 MBq ± 5%. The NEMA NU 4–2008 phantom was scanned twice for each situation.
Moreover, a homemade phantom was used to evaluate the impact of high Hounsfield densities on the accuracy of quantitative values for a pertinent-sized target. This phantom was designed to mimic tumors surrounded by water or intraperitoneal contrast media: small tubes (volume 2 mL, diameter 10 mm) were filled with an 18F-FDG-containing solution and placed at the center of a 20-mL syringe (diameter 18 mm) filled either with water or with a solution of iohexol (100 mg I/mL) inserted into a 60-mL syringe (diameter 27 mm). Syringes were consecutively scanned four times, with 18F-FDG concentrations ranging from 0.38 to 0.87 MBq/mL.
For each acquisition with contrast media, the phantom and vials were gently shaken immediately before the start of the CT scan in order to keep the iodine solution homogeneous. Preliminary studies (data not shown) have demonstrated that no sedimentation of iodine contrast media occurred within 45 min following the preparation of a phantom containing contrast material. Thus, it was not necessary to shake the phantom a second time after the CT had been performed, since overall, the acquisition time for a phantom SA-PET/CT acquisition was not more than 35 min.
The regional ethics committee approved the experiments. A total of 16 mice and 6 rats were used. Four-week-old nude mice and nude rats were intraperitoneally injected with human ovarian cancer cell lines (SKOV-3 and OVR cell lines, purchased from American Type Culture Collection). Animals were kept under pathogen-free conditions and fed and watered ad libitum except on the day of SA-PET examination when a 6-h fasting period was maintained prior to the tracer injection.
Animals were injected with 18F-FDG in the tail vein under general anesthesia. Mean administered activity was 10 MBq for mice and 40 MBq for rats. Before, during, and after the 18F-FDG injections, animals were kept under an infrared light to minimize brown fat visualization. For general anesthesia, heated inhaled isoflurane was administered with an anesthesia device dedicated to small animals (Minerve, France). Mice were imaged in groups of four using a customized bed scanner. Technologic issues related to multiple mice imaging have been previously reported [18, 19] and have been recently discussed in detail and are beyond the scope of this article .
Ex vivo counting
In the first experiment, immediately after the PET examination, tumors and organs were harvested. Tissue samples were weighed with a precision scale (±0.01 mg). Tumor radioactivity was counted for 2 min in a cylinder-well counter (Cobra II, Packard, GMI, Inc., MN, USA) and corrected for instrument efficiency and decay. Counts per minute were converted to becquerel and normalized for sample weight, assuming a density of 1 g/mL.
Calibration and cross calibration
The SA-PET/CT system was calibrated according to the manufacturer's guidelines, by imaging a 68Ge cylinder phantom. A cross calibration among the SA-PET/CT system, the dose calibrator, and the gamma counter was performed. A 10 MBq 18F-FDG solution (as assessed by the dose calibrator) was used to fill a vial with an exact known volume, which resulted in a solution with an exactly known concentration. This solution was used to fill a cylinder phantom that was scanned for 20 min on the SA-PET/CT scanner. Three samples of this solution (0.5 mL) were also drawn up with a calibrated pipette to be counted in the gamma counter. A large volume of interest (VOI) was used to determine the mean activity concentration as assessed by the SA-PET/CT scanner. Cross-calibration factors were then derived and used to synchronize counts/measurements for the three pieces of equipment.
The following NEMA NU 4–2008 parameters were determined for each configuration and each reconstruction: (1) image noise was defined by the percentage standard deviation (%SDunif) in a VOI (22.5-mm diameter, 10-mm length) drawn over the center of the uniform region, and (2) spillover ratios in water (SORwat) and in air (SORair) were determined by the ratio of the mean activity concentration in the VOIs defined in each cold region (water and air, 4-mm diameter, encompassing the central 7.5 mm in length in the axial direction) divided by the mean activity concentration of the uniform area. Data were processed with AMIDE . For acquisitions involving the homemade phantoms filled with either an 18F-FDG solution or a mixture of 18F-FDG plus iohexol, cylindrical VOI (7.5-mm diameter, 10-mm length) was drawn, and the ratios between true activity and measured activity were recorded.
In the first experiment, to evaluate the accuracy of quantitative values extracted from CEPET/CT, 3D VOIs were drawn over the tumors, thanks to an isocontour with a threshold set so that the VOI matched the apparent tumor volume on the CT component of PET/CT images. Even when a discordance occurred between PET metabolic volume and CT volume, the VOI was drawn according to CT images so that PET/CT images could be compared to ex vivo counting for which the entire tumor was harvested, irrespective of the presence of non-viable areas.
In the second experiment, the impact of the use of contrast media on tumor detection and accuracy of quantitative data was assessed. The CEPET/CT and UEPET/CT data were randomly interpreted 4 weeks apart by a senior researcher with 4 years of experience in SA-PET/CT and 7 years of experience in SA-PET and a junior researcher. Observers, who were blinded to the animals' status (i.e., presence or absence of tumors within the abdomen), rated each abdominal focus using a 5-point scale (1, definitely benign; 2, probably benign; 3, indeterminate; 4, probably malignant; 5, definitely malignant). Each rating was compared to the results of the necropsy. Diagnostic performance of CEPET/CT and UEPET/CT was compared by means of receiver operating characteristic analysis . Then, PET quantitative values for UEPET/CT and CEPET/CT were compared. For that purpose, the two sets of images were displayed side by side, and 3D VOI was determined by means of an isocontour, which was set so that (a) the VOI matched the apparent tumor volume on PET images and (b) the tumor volume was equal on both sets of PET data.
The relationship between the radioactivity in animal tumors as determined by SA-PET/CT and by gamma counter was estimated using linear regression analysis. In addition to regression analysis, Bland-Altman plots were produced . The same type of analysis was used to compare quantitative values extracted from UEPET/CT and CEPET/CT. Areas under the receiver operating characteristic curve for CEPET/CT versus UEPET/CT were compared according to the methodology of DeLong et al. .
Impact of contrast media on image quality and accuracy of quantitative values
Additional phantom acquisitions were performed to evaluate the impact of high densities on the accuracy of quantitative values for a pertinent-sized target. For that purpose, a homemade phantom mimicking an abdominal tumor surrounded either by contrast media or by water was used (Figure 2). When vials were surrounded by water, measured activity was almost equal to true activity (−0.02%). When vials were surrounded by an iodine solution at a concentration similar to that intraperitoneally injected into rodents (100 mg I/mL), a mean overestimation of 10.30% was identified.
Impact of contrast media on tumor localization and diagnostic performance
We performed a comprehensive evaluation of the diagnostic performance and accuracy of SA-PET quantitative values, comparing CEPET/CT with UEPET/CT in phantom and animal studies including rats and mice with a wide range of abdominal tumors. The use of iodinated contrast media improved tumor delineation on CT images, thus providing better diagnostic accuracy, but it induced a moderate overestimation of SA-PET quantitative data and a slight alteration of NEMA NU 4–2008 image quality parameters.
Impact of contrast media on NEMA NU 4–2008 image quality parameters and accuracy of quantitative values
Phantom acquisitions involving contrast media were performed at an iodine concentration of 100 mg I/mL, as this concentration results in CT densities much higher than those obtained with long-lasting contrast agents and is thus more likely to alter the attenuation map derived from segmented CT images. NEMA NU 4–2008 image quality phantom data showed that changes in %SDunif and SORs when attenuation or attenuation plus scatter corrections were applied were slightly different when the NEMA NU 4–2008 image quality phantom was filled either with 18F-FDG or with 18F-FDG and contrast media. This finding, which was confirmed by imaging the NEMA NU 4–2008 image quality phantom twice for each situation, demonstrates that the use of contrast material minimally affected the accuracy of attenuation and scatter corrections. Noticeably, despite slight changes due to the use of iodinated contrast media, observed %SDunif and SORs were in the range of those reported by other labs running the Inveon system [17, 24] and can be compared to NEMA NU 4–2008 evaluation of other modern SA-PET systems that have been recently described in details by Goertzen et al. . The homemade phantom acquisitions demonstrated that, on average, a 10.3% overestimation could be expected when imaging a 18F-FDG source that mimics a pertinent-sized tumor surrounded by contrast media, whereas measured activity was almost equal to true activity when the source was surrounded by water. This finding was confirmed by animal experiments comparing CEPET/CT and UEPET/CT quantitative data, for which Bland-Altman analysis showed that the overestimation in a large cohort of 55 abdominal lesions never exceeded 10%. Furthermore, our results are in the range of those observed with clinical PET/CT systems where a 20 ± 1.8% overestimation was reported when filling a NEMA phantom with a contrast concentration usually used in clinical settings (3% solution of Gastrografin™ Bristol-Myers Squibb, Princeton, NJ, USA; 370 mg I/mL) . Regarding clinical studies, oral contrast media have been shown to induce an average error of 4.4 ± 2.8% (max CT value of 520 HU)  and stasis of intravenous contrast media in the subclavian vein has been reported to increase maximum standardized uptake value (SUVmax) by 27.1% . Of note are the similar ratios between PET quantitative data and ex vivo counting that we observed for the different types of intravenous contrast media. This shows that the overestimation is driven by the intraperitoneal fluid (100 mg I/mL) and that intravenous contrast media can be used without concern on quantitative accuracy.
Impact of contrast media on diagnostic accuracy
As shown in Figures 5 and 6, intraperitoneal injection of an iodinated contrast agent dramatically improved delineation of an intraperitoneal tumor from the surrounding organs and detection of carcinomatosis involving the abdominal wall or the diaphragm. It is noteworthy that in one mouse and one rat, contrast media also enabled detection of small-volume carcinomatosis on CT that would have been overlooked by PET-only images, as shown in Figure 7. However, this finding was rare and did not discriminate between the presence or absence of carcinomatosis in both animals, as 18F-FDG-positive carcinomatosis was also present. The intravenous injection of long-lasting contrast agents was also useful in providing additional anatomical landmarks, thanks to liver and spleen enhancement. This better delineation of tumors was particularly useful in the case of lesions harboring heterogeneous tracer uptake, as shown in Figure 6 in a mouse with a necrotic tumor near the bladder. A new insight from this study is that the fast absorption through the peritoneum leads to the presence of contrast media in the renal collecting systems and in the bladder at higher densities than in the remaining intraperitoneal contrast media, allowing for a clear visualization of the bladder wall. This finding offers new opportunities for imaging bladder cancer models.
An objective assessment of CEPET/CT versus UEPET/CT images was performed by means of receiver operating characteristic analysis, which showed that CEPET/CT performs better than UEPET/CT for lesion detection within the abdomen, although in some cases, lesions were correctly identified on UEPET/CT images (Figure 8). It is noteworthy that the comparison between CEPET/CT and UEPET/CT images was made in the group of animals that received only intraperitoneal contrast media; because animals had to be killed after the tracer uptake period to stop the uptake that could have occurred between the two SA-PET examinations, intravenous injection of long-lasting contrast medium was not feasible. Given that liver and spleen enhancement provided by these intravenous contrast media results in useful additional anatomical landmarks, one can assume that the difference in the area under the curve for receiver operating characteristic analysis would have been even more important if both intraperitoneal and intravenous contrast media had been used.
Should we use only intraperitoneal contrast media or both intraperitoneal and intravenous contrast media?
As shown by receiver operating characteristic analysis, intraperitoneal contrast enhancement with clinical contrast media (iohexol), easily available at low cost, significantly improved diagnostic accuracy and could therefore be used alone. The additional application of long-lasting contrast agents provides further valuable anatomical landmarks but involves a larger volume for intravenous injections and supplemental costs. The choice between intraperitoneal contrast media or a dual-contrast media protocol including intraperitoneal and intravenous contrast agents will be a compromise among cost, potential difficulties for intravenous injection, morbidity, and image quality. Regarding morbidity, to the best of our knowledge, no study has reported side effects due to an intravenous bolus with long-lasting contrast agents in mice or rats.
Implications when using CEPET/CT for therapy-monitoring purposes
SA-PET and SA-PET/CT are being used increasingly in cancer research, with a major interest in the ability to monitor repeatedly and non-invasively the effect of chemotherapy or molecularly targeted therapies. As opposed to clinical PET images that can be interpreted both visually and semi-quantitatively, SA-PET images, when used for therapy monitoring, are interpreted only by means of changes in semi-quantitative values like SUVs or percentage injected dose per gram of tissue (%ID/g). The overestimation of quantitative values due to contrast media, which never exceeded 10% in our study, could be a source of inter-animal variability, previously demonstrated to be 15% on average in mice-bearing tumors imaged twice on the same day, after injection and reinjection of 18F-FDG , 18F-FLT , or 18F-labeled RGD . Another implication of the use of contrast media is the possible interaction between intraperitoneal contrast media and chemotherapy, molecularly targeted therapies, or vehicle administered intraperitoneally the day of the PET examination. Although the peritoneum is known to allow fast absorption of fluids, further studies are required to investigate the delay required to reach full absorption of intraperitoneal contrast media, as well as potential renal toxicity of repeated intraperitoneal injections, having in mind that some antineoplastic treatments induce kidney damage. The morbidity that could arise from long-lasting agents and that relates to viscosity, volume, and iodine content will also be the topic of a future work.
This study demonstrates, using a NEMA NU 4–2008 image quality phantom and a homemade phantom, as well as a large cohort of abdominal tumor-bearing mice and rats, that the use of iodinated contrast media for SA-PET imaging significantly improves abdominal tumor delineation and diagnostic performance at the expense of a limited impact on accuracy of quantitative values and image quality parameters.
This work was supported by a grant from the French Ligue contre le cancer, Comité du Calvados. The authors wish to thank Dr. Eric Visser from the Nijmegen University, the Netherlands for the expert review of the manuscript. Dr. Thomas Bruckauer, Siemens Preclinical Systems, Knoxville, is thanked for his skillful advices regarding homemade phantom acquisitions.
- Cullinane C, Dorow DS, Jackson S, Solomon B, Bogatyreva E, Binns D, Young R, Arango ME, Christensen JG, McArthur GA, Hicks RJ: Differential (18)F-FDG and 3'-deoxy-3'-(18)F-fluorothymidine PET responses to pharmacologic inhibition of the c-MET receptor in preclinical tumor models. J Nucl Med 2011, 8: 1261–1267.View ArticleGoogle Scholar
- Zannetti A, Iommelli F, Speranza A, Salvatore M, Del Vecchio S: 3'-deoxy-3'-18 F-fluorothymidine PET/CT to guide therapy with epidermal growth factor receptor antagonists and Bcl-xL inhibitors in non-small cell lung cancer. J Nucl Med 2012, 3: 443–450.View ArticleGoogle Scholar
- Chow PL, Rannou FR, Chatziioannou AF: Attenuation correction for small animal PET tomographs. Phys Med Biol 2005, 8: 1837–1850.View ArticleGoogle Scholar
- Graham KC, Detombe SA, MacKenzie LT, Holdsworth DW, MacDonald IC, Chambers AF, Drangova M: Contrast-enhanced microcomputed tomography using intraperitoneal contrast injection for the assessment of tumor-burden in liver metastasis models. Invest Radiol 2008, 7: 488–495.View ArticleGoogle Scholar
- Choquet P, Calon A, Breton E, Beck F, Domon-Dell C, Freund JN, Constantinesco A: Multiple-contrast X-ray micro-CT visualization of colon malformations and tumours in situ in living mice. C R Biol 2007, 11: 821–827.View ArticleGoogle Scholar
- Almajdub M, Nejjari M, Poncet G, Magnier L, Chereul E, Roche C, Janier M: In-vivo high-resolution X-ray microtomography for liver and spleen tumor assessment in mice. Contrast Media Mol Imaging 2007, 2: 88–93. 10.1002/cmmi.130View ArticlePubMedGoogle Scholar
- Ford NL, Graham KC, Groom AC, Macdonald IC, Chambers AF, Holdsworth DW: Time-course characterization of the computed tomography contrast enhancement of an iodinated blood-pool contrast agent in mice using a volumetric flat-panel equipped computed tomography scanner. Invest Radiol 2006, 4: 384–390.View ArticleGoogle Scholar
- Suckow CE, Stout DB: MicroCT liver contrast agent enhancement over time, dose, and mouse strain. Mol Imaging Biol 2008, 2: 114–120.View ArticleGoogle Scholar
- Willekens I, Lahoutte T, Buls N, Vanhove C, Deklerck R, Bossuyt A, de Mey J: Time-course of contrast enhancement in spleen and liver with Exia 160, Fenestra LC, and VC. Mol Imaging Biol 2009, 2: 128–135.View ArticleGoogle Scholar
- Aide N, Kinross K, Beauregard JM, Neels O, Potdevin T, Roselt P, Dorow D, Cullinane C, Hicks RJ: A dual radiologic contrast agent protocol for 18F-FDG and 18F-FLT PET/CT imaging of mice bearing abdominal tumors. Mol Imaging Biol 2011, 3: 518–525.View ArticleGoogle Scholar
- Aschoff P, Plathow C, Beyer T, Lichy MP, Erb G, Oksuz MO, Claussen CD, Pfannenberg C: Multiphase contrast-enhanced CT with highly concentrated contrast agent can be used for PET attenuation correction in integrated PET/CT imaging. Eur J Nucl Med Mol Imaging 2012, 2: 316–325.View ArticleGoogle Scholar
- Berthelsen AK, Holm S, Loft A, Klausen TL, Andersen F, Hojgaard L: PET/CT with intravenous contrast can be used for PET attenuation correction in cancer patients. Eur J Nucl Med Mol Imaging 2005, 10: 1167–1175.View ArticleGoogle Scholar
- Bunyaviroch T, Turkington TG, Wong TZ, Wilson JW, Colsher JG, Coleman RE: Quantitative effects of contrast enhanced CT attenuation correction on PET SUV measurements. Mol Imaging Biol 2008, 2: 107–113.View ArticleGoogle Scholar
- Mawlawi O, Erasmus JJ, Munden RF, Pan T, Knight AE, Macapinlac HA, Podoloff DA, Chasen M: Quantifying the effect of IV contrast media on integrated PET/CT: clinical evaluation. AJR Am J Roentgenol 2006, 2: 308–319.View ArticleGoogle Scholar
- Yau YY, Chan WS, Tam YM, Vernon P, Wong S, Coel M, Chu SK: Application of intravenous contrast in PET/CT: does it really introduce significant attenuation correction error? J Nucl Med 2005, 2: 283–291.Google Scholar
- NEMA: NEMA Standards Publication NU 4–2008: Performance Measurements for Small Animal Positron Emission Tomographs. Rosslyn: NEMA; 2008.Google Scholar
- Bao Q, Newport D, Chen M, Stout DB, Chatziioannou AF: Performance evaluation of the inveon dedicated PET preclinical tomograph based on the NEMA NU-4 standards. J Nucl Med 2009, 3: 401–408.View ArticleGoogle Scholar
- Aide N, Desmonts C, Briand M, Meryet-Figuiere M, Poulain L: High-throughput small animal PET imaging in cancer research: evaluation of the capability of the Inveon scanner to image four mice simultaneously. Nucl Med Commun 2010, 10: 851–858.Google Scholar
- Siepel F, van Lier MGTB, Chen M, Disselhorst JA, Meeuwis APW, Oyen WJ, Boerman OC, Visser EP: Scanning multiple mice in a small-animal PET scanner: influence on image quality. Nucl Instrum meth A 2010, 621: 605–610. 10.1016/j.nima.2010.05.057View ArticleGoogle Scholar
- Aide N, Visser EP, Lheureux S, Heutte N, Szanda I, Hicks RJ: The motivations and methodology for high-throughput PET imaging of small animals in cancer research. Eur J Nucl Med Mol Imaging 2012,39(9):1497–1509. 10.1007/s00259-012-2177-xView ArticlePubMedGoogle Scholar
- Loening AM, Gambhir SS: AMIDE: a free software tool for multimodality medical image analysis. Mol Imaging 2003, 3: 131–137.View ArticleGoogle Scholar
- DeLong ER, DeLong DM, Clarke-Pearson DL: Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 1988, 3: 837–845.View ArticleGoogle Scholar
- Bland JM, Altman DG: Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1986, 8476: 307–310.View ArticleGoogle Scholar
- Disselhorst JA, Brom M, Laverman P, Slump CH, Boerman OC, Oyen WJ, Gotthardt M, Visser EP: Image-quality assessment for several positron emitters using the NEMA NU 4–2008 standards in the Siemens Inveon small-animal PET scanner. J Nucl Med 2010, 4: 610–617.View ArticleGoogle Scholar
- Goertzen AL, Bao Q, Bergeron M, Blankemeyer E, Blinder S, Canadas M, Chatziioannou AF, Dinelle K, Elhami E, Jans HS, Lage E, Lecomte R, Sossi V, Surti S, Tai YC, Vaquero JJ, Vicente E, Williams DA, Laforest R: NEMA NU 4–2008 comparison of preclinical PET imaging systems. J Nucl Med 2012, 8: 1300–1309.View ArticleGoogle Scholar
- Antoch G, Jentzen W, Freudenberg LS, Stattaus J, Mueller SP, Debatin JF, Bockisch A: Effect of oral contrast agents on computed tomography-based positron emission tomography attenuation correction in dual-modality positron emission tomography/computed tomography imaging. Invest Radiol 2003, 12: 784–789.Google Scholar
- Dizendorf E, Hany TF, Buck A, von Schulthess GK, Burger C: Cause and magnitude of the error induced by oral CT contrast agent in CT-based attenuation correction of PET emission studies. J Nucl Med 2003, 5: 732–738.Google Scholar
- Dandekar M, Tseng JR, Gambhir SS: Reproducibility of 18F-FDG microPET studies in mouse tumor xenografts. J Nucl Med 2007, 4: 602–607.View ArticleGoogle Scholar
- Tseng JR, Dandekar M, Subbarayan M, Cheng Z, Park JM, Louie S, Gambhir SS: Reproducibility of 3'-deoxy-3'-(18)F-fluorothymidine microPET studies in tumor xenografts in mice. J Nucl Med 2005, 11: 1851–1857.Google Scholar
- Chang E, Liu S, Gowrishankar G, Yaghoubi S, Wedgeworth JP, Chin F, Berndorff D, Gekeler V, Gambhir SS, Cheng Z: Reproducibility study of [(18)F]FPP(RGD)2 uptake in murine models of human tumor xenografts. Eur J Nucl Med Mol Imaging 2011, 4: 722–730.View ArticleGoogle Scholar
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.