- Open Access
Lung tumour growth kinetics in SPC-c-Raf-1-BB transgenic mice assessed by longitudinal in-vivo micro-CT quantification
© Rodt et al; BioMed Central Ltd. 2012
Received: 19 December 2011
Accepted: 20 February 2012
Published: 20 February 2012
SPC-c-Raf-1-BxB transgenic mice develop genetically induced disseminated lung adenocarcinoma allowing examination of carcinogenesis and evaluation of novel treatment strategies. We report on assessment of lung tumour growth kinetics using a semiautomated region growing segmentation algorithm.
156 non contrast-enhanced respiratory gated micro-CT of the lungs were obtained in 12 SPC-raf transgenic (n = 9) and normal (n = 3) mice at different time points. Region-growing segmentation of the aerated lung areas was obtained as an inverse surrogate for tumour burden. Time course of segmentation volumes was assessed to demonstrate the potential of the method for follow-up studies.
Micro-CT allowed assessment of tumour growth kinetics and semiautomated region growing enabled quantitative analysis. Significant changes of the segmented lung volumes over time could be shown (p = 0.009). Significant group differences could be detected between transgenic and normal animals for time points 8 to 13 months (p = 0.043), when marked tumour progression occurred.
The presented region-growing segmentation algorithm allows in-vivo quantification of multifocal lung adenocarcinoma in SPC-raf transgenic mice. This enables the assessment of tumour load and progress for the study of carcinogenesis and the evaluation of novel treatment strategies.
A number of genetic animal models of lung cancer has been developed to better understand the molecular causes of this disease. In-vivo imaging in these disease models can allow a better understanding of biological processes and a time-course assessment of therapeutic approaches. We here report on longitudinal in-vivo micro-CT measurements of lung tumour in a transgenic mouse model of lung cancer.
The animal model examined has been reported in the literature already [1–5]. In the SPC-c-Raf-1-BB (referred to as SPC-raf) transgenic mouse model overexpression of the serine-threonine-kinase c-raf to alveolar epithelium is achieved by use of the surfactant protein C (SPC) promoter. Raf is an essential constituent of the mitogen activated protein kinase (MAPK) signalling pathway, that has been found to communicate a cell surface receptor signal to the DNA in the nucleus . This MAPK pathway is often found to be dysregulated in human malignancies . Essentially, the targeted overexpression in SPC-raf transgenic animals results in adenocarcinomas of the lung, with multifocal adenomatous hyperplasia being defined as the earliest proliferative lesion of dysplastic cells. Histopathology of this animal model has been obtained at different time-points to show the time course of the tumour progression. The first distinct morphological changes seen by histopathology have been reported to occur by the age of 2 months. By the age of 8 month, approximately 60-70% of the lungs have been reported to be tumour, as judged by histopathology. At the age of 12 months advanced tumour stage can be found macroscopically, affecting the entire lung .
This animal model allows probing for mechanisms of carcinogenesis based on a genetic cascade that also plays a crucial role in the development of adenocarcinoma of the lungs in humans. Furthermore, it offers the opportunity to study carcinogenesis in a more realistic setting as compared to models of implanted (xenograft) tumours into immunodeficient mice. In fact, the animals are still immunologically competent, while the continuous expression of the transgene secures continuous tumour pressure. Thus, the relevance of overexpressed protooncogenes or disabled tumour suppressor genes can be studied.
Different imaging modalities have been reported and their advantages and disadvantages have been evaluated for imaging of murine lung pathology. Comparatively fast assessment of morphology can be obtained using micro-CT . Furthermore, metabolic information on the examined tissue can be provided by the use of other modalities such as micro-positron emission tomography (PET), magnetic resonance imaging (MRI) or optical imaging [7–9]. Spatial correlation with morphological information, e.g. by micro-PET/micro-CT registration, allows precise localization of this information on metabolism. More recently, molecular imaging of responsiveness to chemotherapy at the tumour site or imaging of disease candidate genes has been reported.
In this study we report on the use of a micro-CT quantification algorithm for the longitudinal assessment of tumor progression in SPC-raf transgenic mice.
12 mice (SPC-raf transgenic n = 9 and wildtype n = 3) were examined (Table 1). Transgenic mice were maintained as hemizygotes in the C57 BL/6 mouse strain background, polymerase chain reaction was used to secure transgenic status. All experiments were performed according to a protocol as approved by the local regulatory authorities (No. 33-42502-06/1081, Lower Saxony State Office for Consumer Protection and Food Safety, Germany).
Animals examined in this study
Thoracic organs (g)
Body weight (g)
Thoracic organs/body weight
In-vivo micro-CT imaging was first performed at the age of 2 months (day 55 to day 61) and repeated every 4 weeks. Follow-up examinations were repetitively carried out until the animal had to be euthanized due to medical condition or termination of the study. The follow-up had to be terminated on day 146 in one animal, in the other animals between day 362 and 547. A total of 156 CT exams were carried out in this study.
Isoflurane inhalation anaesthesia was administered using a nose cone. The animals were placed in prone position on a multimodality bed that enables changes between the different imaging modalities without repositioning. A pressure transducer pad was placed under the animal's chest for respiratory monitoring, which was used for respiratory gating and for control of anaesthesia.
Non contrast-enhanced prospectively respiratory gated micro-CT was performed (GE Explore Locus, General Electric Healthcare, Chalfont St. Giles, UK) with an effective pixel size of 0.094 mm (80 kV, 450 μA, 360 projections/scan, exposure time/projection 100 ms, scan technique 200°, 4 × 4 detector bin mode). The scan FOV was 32.8 mm. For respiratory gating the signal from the transducer pad was used to generate the image acquisition time points using the software Biovet (m2 m Imaging, Newark, NJ, USA). Images of the chest were reconstructed and calibrated to the Hounsfield scale. Expected mean radiation dose was calculated to be 197 mGy based on phantom and cadaver measurements in a previous study .
The imaging findings were correlated to necropsy and histology in 10 cases (8 transgenic and 2 control, see table1) by direct visual comparison. In two animals no histology was obtained. At necropsy lung surface was assessed for tumour affection and correlated to imaging. After necropsy the excised lungs were filled with Tissue-Tek O.C.T.® (Sakura, Finetek Europe, NL) and subsequently fixed in 4% buffered formalin (pH 7.2). After dehydration (Shandon Hypercenter, XP) lungs were embedded in paraffin. Sections (2 μm thick) were deparaffinized with xylene and H&E stained.
Statistical analysis was performed using IBM SPSS Statistics 19 (IBM Corp., Armonk, NY, USA). A repeated measurement analysis was performed. Due to the limited number of animals the number of time points analysed had to be reduced. Analysis was performed for time points 2, 4, 6, 7-13 months. Due to a limited number of measurements one animal had to be excluded from the statistical analysis (see above, the animal had to be euthanized on day 146). Furthermore a linear regression analysis was performed and the correlation coefficient was calculated. P < 0.05 was considered as statistical significant.
Micro-CT and Post-Processing
No adverse events occurred due to the imaging procedures or anesthesia. Image quality was good in most cases and acceptable in all cases.
The region growing segmentation using the described post-processing algorithm could be performed in all cases. In the evaluation study repositioning of seed points due to overspilling of the segmentation volume into adjacent structures was not necessary using the same algorithm for 90 segmentations , in this study in repositioning was necessary in about 10 cases out of 468 segmentations. This necessitated reevaluation of the position of the chosen seed points and repositioning into aerated parts of the lungs. This way tumour burden and growth was assessed quantitatively using the decrease in aerated lung volume as a surrogate. The initial increase in lung volume in the first 4 months was attributed to normal growth.
In the comparatively small group examined here, tumour growth seemed to occur at a later point of time in male animals as compared to female animals. Female animals showed clinical signs of tumour necessitating sacrifice earlier compared to male animals.
In this study we examined the tumour growth kinetics of SPC-raf transgenic mice by serial micro-CT examinations. Small animal imaging allows assessment using each animal as its own control in follow-up examinations. Given the relevant inter-individual spread it has the potential to optimize studies. To prevent intra-individual spread sophisticated imaging and post-processing techniques have to be established as elaborated below. An advantage of imaging especially in diffuse or multifocal pathologies is that the entire volume can be assessed additional to circumscribed areas of sectional histopathology obtained.
Very few studies on follow-up micro-CT examination have been performed in transgenic murine models of lung cancer (mainly K-ras transgenic) [12–14]. Other groups performed follow-up examination in single lesions caused by intrapulmonary injection of tumour cells or several/multiple lesions initiated by intraperitoneal injection of urethane [15–17]. To the best of our knowledge, no report on micro-CT assessment of tumour growth kinetics in the SPC-raf transgenic lung tumour mouse model has been published so far. Furthermore, the follow-up exams reported did usually include only a limited number of imaging time points as compared to up to 15 time points in this study, allowing a more detailed assessment of growth kinetics. Further studies have shown the use of micro-CT for the detection of primary lung tumours or pulmonary metastases without a follow-up being performed [7, 18].
All the various imaging approaches of murine animal models of human lung tumour have different advantages and disadvantages. Some animal models are highly artificial with regard to the mechanism of carcinogenesis or the immunological competence of the tumour bearing organism. But they may provide imaging characteristics similar to the situation in humans with a single comparatively well-defined lesion. The multifocal tumour growth in the SPC-raf transgenic animal model examined in this study limits direct application of established radiological imaging techniques in humans. However, it has already been reported that this animal model allows examination of the potential relevance of human protooncogenes or disabled tumour suppressor genes in an immunologically competent environment. Thus, aspects of human carcinogenesis may be better understood highlighting the clinically translational aspects of the research.
In the animals examined in this study tumour growth seemed to occur at a later point of time in male animals as compared to female animals, furthermore females showed clinical signs of tumour necessitating to sacrifice the animals earlier compared to male animals (Table1). This has not been reported for the SPC-raf transgenic animal model, yet. However, due to the genetic mechanism of tumour induction in this model it might represent a relevant finding to understand lung tumour carcinogenesis. Further experiments have to be performed in order to validate the potential finding and present a hypothesis for the origin. The primary focus of this study was to demonstrate the use of micro-CT for assessment of tumour load and growth. The issue demonstrates the potential additional benefit of the method for assessment of cofactors affecting carcinogenesis applying intraindividual time-course assessment.
Micro-CT imaging applying the setup described above did not result in adverse events, even though animals had advanced tumour stages at the later time points. In synopsis with other studies performed we attribute this to the use of isoflurane inhalation anaesthesia, respiratory monitoring and the use of a heating blanket. We performed prospective respiratory gating as it has been reported to significantly increase image quality. However, more sophisticated gating techniques such as retrospective or intrinsic gating or high-speed single-breath hold techniques could further optimize imaging [19–22]. MRI has been reported to allow high spatial resolution imaging of the lung. Martiniova et al. even reported better detection of small lesions with MRI as compared to micro-CT . Optical imaging techniques or micro-PET enable assessment of functional parameters but have limitations in high resolution imaging of morphology [8, 23]. Various post-processing strategies have been reported allowing precise evaluation of specific aspects of the image data.
Dose measurements for the applied micro-CT protocol were performed in a phantom and ex-vivo in previous studies. The effective dose calculated from these measurements was 154 mGy for the selected protocol. An additional radiation dose has to be added for planning the scan-area under fluoroscopy. For this a dose of 19 mGy/min was measured, resulting in 202 mGy/scan . Animals received between 4 and 15 repetitive exams with 4 weeks interscan interval (MV = 13.0, SD = 3.05). The calculated accumulative dose ranged from 808 mGy within 91 days (4 exams) to 3030 mGy within 475 d (15 exams). The mean calculated accumulative dose was 2626 mGy within approximately 450 d. These dose values in synopsis with a reported LD50/30 (dose that is lethal in 50% of the animals within 30 days) of 7.52 Gy demonstrate the relevance of the issue . However, we consider direct adverse effects (structural changes to the lungs or unintended radiation effects on the tumour growth) to be unlikely. Although gene expression changes have been seen in cell cultures with doses as low as 20-500 mGy  structural changes like fibrosis were not even seen following doses as high as 7-9 Gy  and the reported values for therapeutic radiation also amounted to values as high as 15.5 Gy .
In conclusion the presented region-growing segmentation algorithm allows longitudinal in-vivo quantification of multifocal lung adenocarcinoma in SPC-raf transgenic mice. This enables the assessment of tumor load and growth kinetics for the study of carcinogenesis and the evaluation of novel treatment strategies.
The publication of this study is supported by the German Research Foundation (DFG)-project "Open Access Publication".
- Kramer BW, Gotz R, Rapp UR: Use of mitogenic cascade blockers for treatment of C-Raf induced lung adenoma in vivo: CI-1040 strongly reduces growth and improves lung structure. BMC cancer. 2004, 4: 24-10.1186/1471-2407-4-24.PubMed CentralView ArticlePubMedGoogle Scholar
- Kerkhoff E, Fedorov LM, Siefken R, Walter AO, Papadopoulos T, Rapp UR: Lung-targeted expression of the c-Raf-1 kinase in transgenic mice exposes a novel oncogenic character of the wild-type protein. Cell growth & differentiation: the mole biol j Am Assoc Cancer Res. 2000, 11 (4): 185-190.Google Scholar
- Chatterji B, Borlak J: Serum proteomics of lung adenocarcinomas induced by targeted overexpression of c-raf in alveolar epithelium identifies candidate biomarkers. Proteomics. 2007, 7 (21): 3980-3991. 10.1002/pmic.200700290.View ArticlePubMedGoogle Scholar
- Rohrbeck A, Muller VS, Borlak J: Molecular characterization of lung dysplasia induced by c-Raf-1. PloS one. 2009, 4 (5): e5637-10.1371/journal.pone.0005637.PubMed CentralView ArticlePubMedGoogle Scholar
- Rutters H, Zurbig P, Halter R, Borlak J: Towards a lung adenocarcinoma proteome map: studies with SP-C/c-raf transgenic mice. Proteomics. 2006, 6 (10): 3127-3137. 10.1002/pmic.200500188.View ArticlePubMedGoogle Scholar
- Johnson KA: Imaging techniques for small animal imaging models of pulmonary disease: micro-CT. Toxicologic pathology. 2007, 35 (1): 59-64. 10.1080/01926230601184262.PubMed CentralView ArticlePubMedGoogle Scholar
- Martiniova L, Kotys MS, Thomasson D, Schimel D, Lai EW, Bernardo M, Merino MJ, Powers JF, Ruzicka J, Kvetnansky R, et al: Noninvasive monitoring of a murine model of metastatic pheochromocytoma: a comparison of contrast-enhanced microCT and nonenhanced MRI. J magn reson imaging: JMRI. 2009, 29 (3): 685-691. 10.1002/jmri.21654.PubMed CentralView ArticlePubMedGoogle Scholar
- Deliolanis NC, Dunham J, Wurdinger T, Figueiredo JL, Tannous BA, Ntziachristos V: In-vivo imaging of murine tumors using complete-angle projection fluorescence molecular tomography. J biomed opt. 2009, 14 (3): 030509-10.1117/1.3149854.PubMed CentralView ArticlePubMedGoogle Scholar
- Wang Y, Zhang Z, Garbow JR, Rowland DJ, Lubet RA, Sit D, Law F, You M: Chemoprevention of lung squamous cell carcinoma in mice by a mixture of Chinese herbs. Cancer Prev Res (Phila). 2009, 2 (7): 634-640. 10.1158/1940-6207.CAPR-09-0052.View ArticleGoogle Scholar
- Rodt T, Luepke M, Boehm C, von Falck C, Stamm G, Borlak J, Seifert H, Galanski M: Phantom and cadaver measurements of dose and dose distribution in micro-CT of the chest in mice. Acta Radiol. 2011, 52 (1): 75-80. 10.1258/ar.2010.100059.View ArticlePubMedGoogle Scholar
- Rodt T, von Falck C, Halter R, Ringe K, Shin HO, Galanski M, Borlak J: In vivo microCT quantification of lung tumor growth in SPC-raf transgenic mice. Front biosci: j virtual library. 2009, 14: 1939-1944.View ArticleGoogle Scholar
- Kirsch DG, Grimm J, Guimaraes AR, Wojtkiewicz GR, Perez BA, Santiago PM, Anthony NK, Forbes T, Doppke K, Weissleder R, et al: Imaging primary lung cancers in mice to study radiation biology. Int j radiat oncol, biol, phys. 2010, 76 (4): 973-977. 10.1016/j.ijrobp.2009.11.038.View ArticleGoogle Scholar
- Fushiki H, Kanoh-Azuma T, Katoh M, Kawabata K, Jiang J, Tsuchiya N, Satow A, Tamai Y, Hayakawa Y: Quantification of mouse pulmonary cancer models by microcomputed tomography imaging. Cancer sci. 2009, 100 (8): 1544-1549. 10.1111/j.1349-7006.2009.01199.x.View ArticlePubMedGoogle Scholar
- Cody DD, Nelson CL, Bradley WM, Wislez M, Juroske D, Price RE, Zhou X, Bekele BN, Kurie JM: Murine lung tumor measurement using respiratory-gated micro-computed tomography. Investig radiol. 2005, 40 (5): 263-269. 10.1097/01.rli.0000160070.67270.05.View ArticleGoogle Scholar
- Ramasamy K, Dwyer-Nield LD, Serkova NJ, Hasebroock KM, Tyagi A, Raina K, Singh RP, Malkinson AM, Agarwal R: Silibinin prevents lung tumorigenesis in wild-type but not in iNOS-/- mice: potential of real-time micro-CT in lung cancer chemoprevention studies. Clin cancer res: an official J Am Assoc Cancer Res. 2011, 17 (4): 753-761. 10.1158/1078-0432.CCR-10-2290.View ArticleGoogle Scholar
- Namati E, Thiesse J, Sieren JC, Ross A, Hoffman EA, McLennan G: Longitudinal assessment of lung cancer progression in the mouse using in vivo micro-CT imaging. Med phys. 2010, 37 (9): 4793-4805. 10.1118/1.3476454.PubMed CentralView ArticlePubMedGoogle Scholar
- Hori Y, Takasuka N, Mutoh M, Kitahashi T, Kojima S, Imaida K, Suzuki M, Kohara K, Yamamoto S, Moriyama N, et al: Periodic analysis of urethane-induced pulmonary tumors in living A/J mice by respiration-gated X-ray microcomputed tomography. Cancer sci. 2008, 99 (9): 1774-1777.PubMedGoogle Scholar
- De Clerck NM, Meurrens K, Weiler H, Van Dyck D, Van Houtte G, Terpstra P, Postnov AA: High-resolution X-ray microtomography for the detection of lung tumors in living mice. Neoplasia. 2004, 6 (4): 374-379. 10.1593/neo.03481.PubMed CentralView ArticlePubMedGoogle Scholar
- Bartling SH, Dinkel J, Stiller W, Grasruck M, Madisch I, Kauczor HU, Semmler W, Gupta R, Kiessling F: Intrinsic respiratory gating in small-animal CT. Eur radiol. 2008, 18 (7): 1375-1384. 10.1007/s00330-008-0903-3.View ArticlePubMedGoogle Scholar
- Bartling SH, Stiller W, Grasruck M, Schmidt B, Peschke P, Semmler W, Kiessling F: Retrospective motion gating in small animal CT of mice and rats. Investig radiol. 2007, 42 (10): 704-714. 10.1097/RLI.0b013e318070dcad.View ArticleGoogle Scholar
- Boll H, Bag S, Schambach SJ, Doyon F, Nittka S, Kramer M, Groden C, Brockmann MA: High-speed single-breath-hold micro-computed tomography of thoracic and abdominal structures in mice using a simplified method for intubation. J Compu Assist Tomogr. 2010, 34 (5): 783-790. 10.1097/RCT.0b013e3181e1050a.View ArticleGoogle Scholar
- Farncombe TH: Software-based respiratory gating for small animal conebeam CT. Med phys. 2008, 35 (5): 1785-1792. 10.1118/1.2905031.View ArticlePubMedGoogle Scholar
- Chang CH, Jan ML, Fan KH, Wang HE, Tsai TH, Chen CF, Fu YK, Lee TW: Longitudinal evaluation of tumor metastasis by an FDG-microPet/microCT dual-imaging modality in a lung carcinoma-bearing mouse model. Anticancer Res. 2006, 1A: 159-166.Google Scholar
- Day RM, Barshishat-Kupper M, Mog SR, McCart EA, Prasanna PG, Davis TA, Landauer MR: Genistein protects against biomarkers of delayed lung sequelae in mice surviving high-dose total body irradiation. J Radiat Res. 2008, 49 (4): 361-372. 10.1269/jrr.07121.PubMed CentralView ArticlePubMedGoogle Scholar
- Amundson SA, Lee RA, Koch-Paiz CA, Bittner ML, Meltzer P, Trent JM, Fornace AJ: Differential responses of stress genes to low dose-rate gamma irradiation. Mole cancer res: MCR. 2003, 1 (6): 445-452.Google Scholar
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