- Research article
- Open Access
Non-invasive quantification of brain tumor-induced astrogliosis
BMC Neurosciencevolume 12, Article number: 9 (2011)
CNS injury including stroke, infection, and tumor growth lead to astrogliosis, a process that involves upregulation of glial fibrillary acidic protein (GFAP) in astrocytes. However, the kinetics of astrogliosis that is related to these insults (i.e. tumor) is largely unknown.
Using transgenic mice expressing firefly luciferase under the regulation of the GFAP promoter (GFAP-luc), we developed a model system to monitor astrogliosis upon tumor growth in a rapid, non-invasive manner. A biphasic induction of astrogliosis was observed in our xenograft model in which an early phase of activation of GFAP was associated with inflammatory response followed by a secondary, long-term upregulation of GFAP. These animals reveal GFAP activation with kinetics that is in parallel with tumor growth. Furthermore, a strong correlation between astrogliosis and tumor size was observed.
Our results suggest that non-invasive, quantitative bioluminescent imaging using GFAP-luc reporter animal is a useful tool to monitor temporal-spatial kinetics of host-mediated astrogliosis that is associated with glioma and metastatic brain tumor growth.
The tumor microenvironment is a dynamic niche for tissue remodeling because of its production of tumor cell- and host stromal cell-derived growth factors, cytokines and matrix proteins. Historically, the study of such host-stromal interactions has generally relied on classical histological methods such as immunohistochemistry, in situ hybridization or biochemical techniques such as immunoblotting and enzyme assays. Unfortunately, the analytical power of these techniques is limited by the ability of reagents to distinguish between tumor and host compartments and by the need for terminal harvest of tissues for analysis. For example, in malignant gliomas, tumor cells co-opt the functions of the surrounding brain to support their growth and invasion. However, gliomas fail to completely compromise an otherwise tight blood brain barrier of normal vessels, based on the wide range of drugs and small molecules that fail to cross the BBB and target brain tumors .
GFAP expression has been widely used as a marker for astrogliosis and the host response to injury [2–4] and its analysis has generally relied on immunohistochemistry rather than quantification. Recently, however, bioluminescent imaging of GFAP activity using transgenic GFAP-luc mice has been reported to measure astrogliosis in animal models of kainic lesions , prion infection , ischemic injury , and experimental autoimmune encephalomyelitis (EAE), but has not been described in a tumor model. In this study, we used immunodeficient (i.e., Rag2-/-) transgenic GFAP-luc mice  to grow orthotopic brain tumors and to monitor the co-activation of the GFAP promoter with tumor development. GFAP promoter activation was used as a surrogate marker for host compartment astrogliosis to assess tumor progression. Here we show that these GFAP-luc; Rag2-/- mice injected with malignant glioma cells can be used to monitor and quantify tumor-induced astrogliosis response of the host. Analysis of the serial imaging supports a model in which intracranial tumor injection induces an early GFAP response, which is likely a consequence of the local wounding of the stereotactic injection. This early response resolves and is followed by a secondary astrogliosis response correlating with tumor progression both in terms of kinetics and localization.
Results and Discussion
Immunohistochemical analysis of GFAP activity in tumor-bearing brain
To determine the effect of orthotopic tumor xenografts on GFAP activity we subjected immunodeficient Rag2-/- mice (i.e. T and B cells defective)  to stereotactic injection with DBTRG glioma cells as described in the Methods. These glioma cells have been previously shown to be highly invasive with infiltrative, satellite tumors distant from the primary tumor [10–12]. Both primary and infiltrative tumors induce specific remodeling of the surrounding microenvironment, which has been analyzed by immunohistochemical analyses of cell-type specific markers, for example, GFAP, to detect remodeling and activation of the astrocytes . In agreement with previous observations from our laboratory and others [10, 13–16], GFAP activity was highly upregulated at the tumor margin and adjacent tissue forming a glial scar, whereas a decrease in GFAP immunoreactivity was observed in the tumor core (Figure 1). Although GFAP is generally detected in primary glial brain tumors, its expression is often lost in cell lines established from malignant gliomas such as DBTRG cells [17, 18]. Thus, scattered GFAP immunoreactivity inside the tumor was likely from infiltrating astrocytes from the host rather than from the human DBTRG tumor cells themselves. Previous observations using a different astrocyte marker, Aldh1L1 (a marker for protoplasmic astrocytes)  demonstrate a similar immunostaining pattern with GFAP (i.e. upregulation at the tumor margin, but decrease in the tumor core). However, aquaporin 4 (AQ4, a marker for astrocytic endfeet) immunoreactivity was upregulated in the tumor core and, moreover, contact with endothelial cells was lost inside tumors , indicating that distinct subsets of astrocytes react differently upon glioma growth.
While these immunohistochemical techniques are useful for understanding tumor-induced host remodeling at a cellular level, they rely on the availability and validation of species-specific antibodies to distinguish tumor vs host compartment responses. To develop a rapid, quantitative model to better understand the temporal progression of astrocytic gliosis upon tumor growth, we used GFAP-luc reporter animals for a non-invasive detection of tumor-induced astrogliosis.
Non-invasive imaging analyses of glioma-induced GFAP activation
To determine the effect of orthotopic tumor growth on GFAP promoter-mediated luciferase activity, we backcrossed GFAP-luc mice to an immunodeficient Rag2-/- background. We then injected lentiviral-transduced, DBTRG cells expressing red fluorescent protein (DBTRG-RFP) into the brains of 10 week-old GFAP-luc; Rag2-/- mice by stereotactic injection. Intracranial injections of an equal volume of PBS were used to control for injury induced by the injection itself. As reported earlier [6, 20], intracranial injections of PBS alone induced a transient injury response, which was detected at day 3 but diminished by week two (Figure 2). Tumor cells induced a biphasic host astrogliosis response in which tumor cells initially induced GFAP-luc levels that was higher than control followed by a reduction to background by day 7. However, further tumor growth after three and four weeks led to second, larger, sustained and statistically significant five-fold increase of GFAP activity over PBS controls (Figure 2).
Non-invasive imaging analyses of metastatic brain tumor-induced GFAP activation
Metastatic brain tumors also induce reactive astrogliosis in the brain [21, 22], therefore, we tested whether cancer cells of non-CNS origin activate GFAP in our model. Following stereotactic injection of MDA-MB231 human breast cancer cells, we observed similar results (i.e. biphasic activation of luciferase upon tumor implantation)(Figure 3). These data indicate that the GFAP-luc; Rag2-/- mice are useful tools to monitor reactive tumor-induced astrogliosis of the host compartment non-invasively.
Real time monitoring of spatial distribution of host-mediated astrogliosis
To understand the spatial distribution of GFAP-activation relative to the tumor in real-time, we generated a three-dimensional reconstruction of astrogliosis in tumor-bearing mice using Living Image 4.0 (Caliper Life Science). GFAP-luc; Rag2-/- mice were injected with RFP-labeled DBTRG glioma cells and incubated for four weeks. At four week, the bioluminescence signals and fluorescent signals were collected and analyzed. We observed a localized tumor mass in the cortex, while GFAP activity was upregulated more broadly in the areas surrounding the tumor (Figure 4). In agreement with the immunohistochemical data (Figure 1), there was not a complete overlap between the tumor area and GFAP activity suggesting that the GFAP response in the luciferase reporter extends beyond the immediate tumor margin (Figure 4 and Additional file 1).
GFAP activation correlates with tumor size
To determine whether astrogliosis was restricted to the tumor region or a global astrocyte response was generated as a consequence of tumor growth, we monitored luciferase activity in brain sections. Following a four-week incubation of glioma in vivo, the brain was harvested and 1 mm brain sections were prepared. Consistent with the immunohistochemical data (Figure 1), reactive astrogliosis was observed only in tumor-bearing sections and sections adjacent to tumors (Figure 5A). Furthermore, we observed a statistically significant correlation between tumor size (i.e. fluorescent intensity of RFP-labeled glioma cells) and astrogliosis (i.e. GFAP-mediated luciferase activity) (Figure 5B, p < 0.01).
GFAP immunostaining (Figure 1) and our bioluminescent reporter model (Figure 4 and 5) both indicated that tumor induced-GFAP activity was mainly observed in the microenvironment of the tumor. On the other hand, GFAP activity in the contralateral hemisphere (adjacent to tumor-bearing hemisphere) was very low and close to the baseline activity of GFAP observed in control brain with no injury. Although we have found a significant correlation between the tumor size and astrogliosis in the tumor microenvironment, we did not observe a significant change of global GFAP activity (i.e. non-tumor bearing brain slabs of tumor-bearing animals) based on tumor size.
In mouse EAE and prion infection models there is a direct correlation between the amount of GFAP-mediated luciferase activity and the intensity of the insult [6, 8]. Yet, in the mouse model of ischemic injury in the CNS, a correlation between the GFAP activity and infarct size was observed only in the male mice . Although not a focus of these studies, we did not observe any differences in the GFAP activity upon tumor growth between male and female animals. However, other tools to monitor astrogliosis maybe useful to assess gender differences in future studies.
We established that transgenic GFAP-luc reporter mice are useful to study the interaction of the tumor growth and astrogliosis. The non-invasive nature of this model can be used for the dynamic assessment of astrogliosis during the course of tumor treatment after the delivery of chemotherapeutic drugs or early detection of a recurring tumor. Transgenic reporter models such as GFAP-luc provide insights into the molecular physiology of the tumor microenvironment which maybe useful for drug discovery or screening  and evaluating other transgenic models for host compartment specific response to glioma growth and invasion.
Together, these results indicate that GFAP activity can be used as a surrogate marker for tumor-induced astrogliosis. Unlike the traditional methods to monitor astrogliosis, these reporter mice can be utilized for rapid, quantitative, and dynamic assessments of the tumor-host interaction.
GFAP-luc transgenic mice (FVB/N-Tg(Gfap-luc)-Xen) expressing the firefly luciferase gene under the control of 12 kb murine GFAP promoter were obtained from Caliper Life Sciences (Hopkinton, MA). These animals were backcrossed into a Rag2-/- immunodeficient background (i.e. T and B cell deficient) for at least five generations to avoid rejections of the xenograft . Mice were genotyped by quantitative PCR using primers specific for the luciferase transgene (Transnetyx Inc). Mice that did not show baseline GFAP activity (measured by luciferase activity before intracranial injection) were excluded from the study. All animal husbandry and handling procedures were approved by the University of California San Diego Institutional Animal Care and Use Committee.
Early passages of patient-derived human glioma cells, DBTRG (a kind gift from Dr. C. Kruse) were used in xenograft studies. These DBTRG cells were transduced with lentivirus expressing red fluorescent protein (DBTRG-RFP) or Zsgreen (DBTRG-Zsgreen) as described earlier [10, 12] to enable their identification from normal CNS parenchyma. MDA-MB-231 breast cancer cells were obtained from ATCC. All cells were maintained in Dulbecco's modified Eagle's minimum essential medium supplemented with 10% fetal bovine serum, penicillin, streptomycin, nonessential amino acids, and glutamine in a humidified atmosphere containing 5% CO2 at 37°C.
Intracranial stereotactic injections
10 week-old mice were immobilized in a rodent stereotactic frame, an incision made in the skin, and a burr hole made in the skull. One million tumor cells resuspended in 5 μl of PBS were injected at a rate of 1-2 μl/minute using a Hamilton microsyringe (Hamilton, Reno, NV) mounted on a stereotactic frame (Kopf Instruments, Tujunga, CA) using coordinates of 1 mm lateral and 2 mm posterior to the bregma and 2 mm below the dura. The incision was closed with sterile sutures. Equal volume of PBS (5 μl) was used as controls.
Quantification of bioluminescent imaging in vivo
Astrogliosis was monitored before (i.e. pre-operation) and following of incubation of 3, 7, 14, 21 and 28 days post-injection for tumor growth. Fur was removed from mice with electric clippers and Nair (Church & Dwight Co., Inc., Princeton, NJ) before imaging at each time point. Bioluminescent signals were assessed 10 minutes after interperitoneal D-luciferin injection (150 μl of 15 mg/ml stock) using a cooled charge-coupled device (CCD) camera (Spectrum; Caliper Life Sciences, Hopkinton, MA) capable of in vivo imaging (using settings of exposure time 2-10 sec, large binning, F/Stop = 1). GFAP activity was monitored by quantification of light emission from a region of interest (ROI) at each time point (Unit = radiance). Bioluminescent signal from the ear represents basal level of GFAP activity and were excluded from the ROI. Images were analyzed using Living Image software version 4.0 (Caliper Life Sciences, Hopkinton, MA).
3D reconstruction of bioluminescent and fluorescent signals
Gray-scale photographs and structured-light images were collected to generate a 3D reconstruction of the surface of the mice. 3D images were created using diffuse tomographic reconstruction algorithms for fluorescence (Fluorescent Imaging Tomography, FLIT) or bioluminescent sources (Diffused Luminescent Imaging Tomography, DLIT) with Living Image software version 4.0. Bioluminescent signals were assessed 10 minutes after D-luciferin injection (at the steady-state of luciferin kinetic profile).
Three weeks after implantation, the animals were perfused with heparin/saline by intracardiac injection, the brains harvested and cryoembedded in O.C.T. medium (Miles Inc, Kankakee, IL). Standard immunohistochemistry was performed on cryosections (10 μm) of tumor samples using the mouse monoclonal anti-GFAP (C9205, Sigma, St.Louis, MO, 1:200) and Alexa-fluor-conjugated secondary antibodies (Invitrogen, Carlsbad, CA, 1:200). All sections were counterstained with 0.5 μg/ml DAPI (Sigma, St.Louis, MO) and tumor area defined either by the typical dense nuclei staining of the tumor (Figure 1A) or fluorescent activity of the tumor cells (Figure 1B). Immunostaining of tissue sections were imaged with an Olympus Fluoview 1000 (ASW 1.7 b) laser scanning confocal microscope equipped with 2x/0.08 N.A., 10x/0.4N.A. and 20x/0.7N.A. dry-objective lenses on a BX61 microscope (Olympus, Center Valley, PA). GFAP immunoreactivity was quantified by defining a region of interest (ROI) and by measuring the total fluorescent units in the ROI in exposure-matched images using Olympus Fluoview (ASW1.7 b) software.
Ex vivo analyses
Four weeks after tumor implantation, tumor-bearing brain was harvested and 1 mm thick brain sections were made. Tumor burden (measured by fluorescence of RFP-labeled tumor cells) and astrogliosis (measured by bioluminescence of GFAP-luc reporter) was quantitated with a deep-cooled CCD imaging system equipped with appropriate fluorescence filter cubes with background subtraction. Images were analyzed using Living Image software version 3.1.
All statistical analyses were performed using Mstat software (version 5.10; N. Drinkwater, McArdle Laboratory for Cancer Research, School of Medicine and Public Health, University of Wisconsin, which is available for downloading at http://www.mcardle.wisc.edu/mstat/).
central nervous system
experimental autoimmune encephalomyelitis
glial fibrillary acidic protein.
Jain RK: Normalization of tumor vasculature an emerging concept in antiangiogenic therapy. Science. 2005, 307 (5706): 58-62. 10.1126/science.1104819.
Pekny M, Nilsson M: Astrocyte activation and reactive gliosis. Glia. 2005, 50 (4): 427-434. 10.1002/glia.20207.
Sofroniew MV: Molecular dissection of reactive astrogliosis and glial scar formation. Trends Neurosci. 2009, 32 (12): 638-647. 10.1016/j.tins.2009.08.002.
Eddleston M, Mucke L: Molecular profile of reactive astrocytes--implications for their role in neurologic disease. Neuroscience. 1993, 54 (1): 15-36. 10.1016/0306-4522(93)90380-X.
Zhu L, Ramboz S, Hewitt D, Boring L, Grass DS, Purchio AF: Non-invasive imaging of GFAP expression after neuronal damage in mice. Neurosci Lett. 2004, 367 (2): 210-212. 10.1016/j.neulet.2004.06.020.
Tamguney G, Francis KP, Giles K, Lemus A, DeArmond SJ, Prusiner SB: Measuring prions by bioluminescence imaging. Proc Natl Acad Sci USA. 2009, 106 (35): 15002-15006. 10.1073/pnas.0907339106.
Cordeau P, Lalancette-Hebert M, Weng YC, Kriz J: Live imaging of neuroinflammation reveals sex and estrogen effects on astrocyte response to ischemic injury. Stroke. 2008, 39 (3): 935-942. 10.1161/STROKEAHA.107.501460.
Luo J, Ho P, Steinman L, Wyss-Coray T: Bioluminescence in vivo imaging of autoimmune encephalomyelitis predicts disease. J Neuroinflammation. 2008, 5: 6-10.1186/1742-2094-5-6.
Shinkai Y, Rathbun G, Lam KP, Oltz EM, Stewart V, Mendelsohn M, Charron J, Datta M, Young F, Stall AM, et al.: RAG-2-deficient mice lack mature lymphocytes owing to inability to initiate V(D)J rearrangement. Cell. 1992, 68 (5): 855-867. 10.1016/0092-8674(92)90029-C.
Lee J, Lund-Smith C, Borboa A, Gonzalez AM, Baird A, Eliceiri BP: Glioma-induced remodeling of the neurovascular unit. Brain Res. 2009, 1288: 125-134. 10.1016/j.brainres.2009.06.095.
Lund CV, Nguyen MT, Owens GC, Pakchoian AJ, Shaterian A, Kruse CA, Eliceiri BP: Reduced glioma infiltration in Src-deficient mice. J Neurooncol. 2006, 78 (1): 19-29. 10.1007/s11060-005-9068-y.
Lee J, Borboa AK, Chun HB, Baird A, Eliceiri BP: Conditional deletion of the focal adhesion kinase FAK alters remodeling of the blood-brain barrier in glioma. Cancer Res. 70 (24): 10131-10140. 10.1158/0008-5472.CAN-10-2740.
Le DM, Besson A, Fogg DK, Choi KS, Waisman DM, Goodyer CG, Rewcastle B, Yong VW: Exploitation of astrocytes by glioma cells to facilitate invasiveness: a mechanism involving matrix metalloproteinase-2 and the urokinase-type plasminogen activator-plasmin cascade. J Neurosci. 2003, 23 (10): 4034-4043.
deCarvalho AC, Zhang X, Roberts C, Jiang F, Kalkanis SN, Hong X, Lu M, Chopp M: Subclinical photodynamic therapy treatment modifies the brain microenvironment and promotes glioma growth. Glia. 2007, 55 (10): 1053-1060. 10.1002/glia.20525.
Salhia B, Angelov L, Roncari L, Wu X, Shannon P, Guha A: Expression of vascular endothelial growth factor by reactive astrocytes and associated neoangiogenesis. Brain Res. 2000, 883 (1): 87-97. 10.1016/S0006-8993(00)02825-0.
Chekhonin VP, Baklaushev VP, Yusubalieva GM, Pavlov KA, Ukhova OV, Gurina OI: Modeling and immunohistochemical analysis of C6 glioma in vivo. Bull Exp Biol Med. 2007, 143 (4): 501-509. 10.1007/s10517-007-0167-y.
Bigner SH, Bullard DE, Pegram CN, Wikstrand CJ, Bigner DD: Relationship of in vitro morphologic and growth characteristics of established human glioma-derived cell lines to their tumorigenicity in athymic nude mice. J Neuropathol Exp Neurol. 1981, 40 (4): 390-409. 10.1097/00005072-198107000-00004.
Kruse CA, Mitchell DH, Kleinschmidt-DeMasters BK, Franklin WA, Morse HG, Spector EB, Lillehei KO: Characterization of a continuous human glioma cell line DBTRG-05MG: growth kinetics, karyotype, receptor expression, and tumor suppressor gene analyses. In Vitro Cell Dev Biol. 1992, 28A (9-10): 609-614. 10.1007/BF02631035.
Cahoy JD, Emery B, Kaushal A, Foo LC, Zamanian JL, Christopherson KS, Xing Y, Lubischer JL, Krieg PA, Krupenko SA, et al.: A transcriptome database for astrocytes, neurons, and oligodendrocytes: a new resource for understanding brain development and function. J Neurosci. 2008, 28 (1): 264-278. 10.1523/JNEUROSCI.4178-07.2008.
Maysinger D, Behrendt M, Lalancette-Hebert M, Kriz J: Real-time imaging of astrocyte response to quantum dots: in vivo screening model system for biocompatibility of nanoparticles. Nano Lett. 2007, 7 (8): 2513-2520. 10.1021/nl071611t.
Zhang M, Olsson Y: Hematogenous metastases of the human brain--characteristics of peritumoral brain changes: a review. J Neurooncol. 1997, 35 (1): 81-89. 10.1023/A:1005799805335.
Fitzgerald DP, Palmieri D, Hua E, Hargrave E, Herring JM, Qian Y, Vega-Valle E, Weil RJ, Stark AM, Vortmeyer AO, et al.: Reactive glia are recruited by highly proliferative brain metastases of breast cancer and promote tumor cell colonization. Clin Exp Metastasis. 2008, 25 (7): 799-810. 10.1007/s10585-008-9193-z.
Muldoon LL, Soussain C, Jahnke K, Johanson C, Siegal T, Smith QR, Hall WA, Hynynen K, Senter PD, Peereboom DM, et al.: Chemotherapy delivery issues in central nervous system malignancy: a reality check. J Clin Oncol. 2007, 25 (16): 2295-2305. 10.1200/JCO.2006.09.9861.
Acknowledgements and Funding
These studies were supported by grants from the NHLBI, NINDS (BE) and Mr. and Mrs. William Jackson American Brain Tumor Association Basic Research Fellowship (JL).
The authors declare that they have no competing interests.
JL, AB and BPE designed research; JL and AKB performed research; JL and BPE analyzed data; JL, AB, and BPE wrote the manuscript. All authors read and approved the final manuscript.
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About this article
- Glial Fibrillary Acidic Protein
- Experimental Autoimmune Encephalomyelitis
- Mouse Experimental Autoimmune Encephalomyelitis
- Bioluminescent Signal
- Caliper Life