Abstract
Strategies for non-invasive and quantitative imaging of gene expression in vivo have been developed over the past decade. Non-invasive assessment of the dynamics of gene regulation is of interest for the detection of endogenous disease-specific biological alterations (e.g., signal transduction) and for monitoring the induction and regulation of therapeutic genes (e.g., gene therapy). To demonstrate that non-invasive imaging of regulated expression of any type of gene after in vivo transduction by versatile vectors is feasible, we generated regulatable herpes simplex virus type 1 (HSV-1) amplicon vectors carrying hormone (mifepristone) or antibiotic (tetracycline) regulated promoters driving the proportional co-expression of two marker genes. Regulated gene expression was monitored by fluorescence microscopy in culture and by positron emission tomography (PET) or bioluminescence (BLI) in vivo. The induction levels evaluated in glioma models varied depending on the dose of inductor. With fluorescence microscopy and BLI being the tools for assessing gene expression in culture and animal models, and with PET being the technology for possible application in humans, the generated vectors may serve to non-invasively monitor the dynamics of any gene of interest which is proportionally co-expressed with the respective imaging marker gene in research applications aiming towards translation into clinical application.
Introduction
Molecular imaging has become an important technology to non-invasively assess and monitor disease-specific biological processes in vivo. It is based on nuclear, magnetic resonance and optical imaging. In recent years reporter systems for these imaging techniques have been developed allowing the analysis of dynamic processes of endogenous and exogenous gene expression in living animals [1]–[4].
Moreover, imaging is being used to further develop new gene–and cell-based therapies [5], [6]. To non-invasively assess exogenous gene expression, e.g., imaging expression of a therapeutic transgene, strategies have been developed to couple and proportionally co-express a reporter gene with a transgene of interest [7]–[10]. The expression of the gene of interest is indirectly localized and quantified by the assessment of the marker gene. An ideal marker gene is not endogenously expressed in the host tissue and codes for an enzyme or receptor. Expression of the marker gene in transduced cells leads to enzyme-mediated trapping and accumulation of a specific substrate in the cell or by receptor-mediated specific binding on the cell surface. One of the most commonly used reporter genes in PET imaging is the HSV-1 thymidine kinase gene (HSV-1-tk). Saito [11] and Tjuvajev et al. [12] first described the HSV-1-tk as a suitable reporter gene to follow herpes virus infection and to image the expression of gene transduction in vivo.
Expression of reporter genes can be driven by different types of promoters or enhancer elements to monitor e.g., tissue-specific gene expression or transcriptional regulation [13]. Reporter systems bearing a reporter gene under control of endogenous enhancer elements have been used to monitor transcriptional regulation of p53-dependent genes [14], albumin gene expression [15] as well as T-cell activation [16].
Besides these endogenously regulated systems, inducible vector systems have been developed that allow the regulation of transduced genes in response to an exogenous compound. Various types of inducible systems have been established, regulated by e.g., antibiotics, hormones, heat shock or heavy metal ions [17]–[21]. One widely used regulated gene expression system is the tetracycline-responsive system developed by Gossen and Bujard [17] that is based on control elements of the tetracycline–resistance operon of E. coli. In this Tet-On/Off system a tetracycline derivative (doxycycline) binds to the reverse tetracycline-responsive transactivator (rtTA) and induces its binding to the Tet-controlled minimal CMV-promoter and, thus, its activation that leads to expression of the controlled gene [22]. A modification of this system uses a bi-directional doxycycline inducible promoter (PBI-1) controlling the expression of two independent genes [23]. Another regulatable system is the mifepristone or RU486 inducible system (“Gene-Switch”) [24]. The basis is an inducible chimeric transcription factor, consisting of (i) the ligand binding domain (LBD) of a mutant progesterone receptor that binds the progesterone antagonist RU 486 (mifepristone); (ii) the DNA binding domain from the yeast transcription factor Gal4 (GAL4DBD); and (iii) the activation domain from the HSV-1 protein VP16 or the human p65 [25]. Both, the Tet- and the Gene Switch system have been shown to be suitable tools to regulate gene expression in vivo [25]–[30] but rarely have been monitored by means of molecular imaging. Sun et al. were the first to image gene induction in a tumor xenograft model in living animals by using ex vivo transduced stable cell clones expressing the regulator and regulated genes [31].
Here, we report for the first time on the quantitative dynamics of regulated gene expression after transduction of co-regulated imaging genes by HSV-1 amplicon vectors containing doxycycline- or mifepristone -regulated elements [32]. The HSV-1 amplicon vectors include different reporter genes under control of the respective regulatory elements. Induced gene expression was quantified in cell culture (fluorescence microscopy) and in vivo (BLI, PET). Our universal HSV-1 amplicon vectors allow (i) efficient transduction of transgenes in vivo; (ii) induction of gene expression; and (iii) non-invasive assessment of the dynamics of the location and magnitude of any gene expression co-regulated with the marker gene in vivo.
Results
Construction of regulated HSV-1 amplicons expressing the PET-imaging gene HSV-tk39 or HSV-1-tkgfp17 as well as optical imaging genes
Two different regulated HSV-1 amplicon vectors were constructed based on the Tet-system (HET6C-tk39) [17], [22] and on the antiprogestin system (HSV-Switch-TG17) [24] ( Figure 1A ). In HET6C-tk39, the gene for the specific HSV-1-tk mutant, tk39 [33], as well as the rfp gene are under control of a bi-directional tetracycline-responsive promoter (PBI-1). In HSV-Switch-TG17, the tkgfp17 fusion gene [34] was placed under transcriptional control of the Gal4 Upstream Activation Sequences (UAS). Thus, induction of gene expression can be detected in cell culture by fluorescence microscopy via RFP or eGFP expression and in vivo by PET via TK expression. For bioluminescence imaging the HET6C-luc vector was used, where tk39 is substituted by the luciferase gene (luc). All HSV-1 amplicon vectors contain transactivator coding sequences and the regulated target genes; HET6C vectors also contain a tetracycline controlled transcriptional silencer tTS [35] ( Figure 1A ).
To verify whether expression of viral TK is regulated by the respective inducer (mifepristone or doxycycline), human Gli36ΔEGFR cells were infected with HET6C-tk39 and HSV-Switch-TG17, respectively, and protein expression was assessed by Western Blot. The fusion protein TG17 was expressed only in cells infected with HSV-Switch-TG17 in the presence of mifepristone ( Figure 1B , lane2). HSV-TG17 (CMV promoter) infected cells served as positive control ( Figure 1B , lane 3). Likewise, expression of TK39 was only observed in HET6C-tk39 infected cells after addition of doxycycline ( Figure 1B , lane 6).
Time- and dose-dependent induction of RFP and TKGFP expression in cell culture
To study drug dose- and time-dependent variations of induced gene expression in cell culture, RFP expression was quantified after infection of Gli36ΔEGFR cells with HET6C-tk39 in untreated and doxycycline-treated (0.01 µg/ml–1.0 µg/ml) cells. 24, 48 and 72 h after induction fluorescence microscopy was performed to count RFP-positive cells (RPC). The HET6C-tk39 system demonstrated a doxycycline dose- and time-dependent increase in RFP-positive cells (RPC) ( Figure 2A ). Quantification of numbers of RFP-positive cells as well as relative red fluorescence per single cell showed a significant increase in the number of RPC (422.1±358.9 versus 1.5±2.1 RPC per field of view, mean±SD; with a ratio of induction, mean±SD: 492.6±214.4; P<0.001, Mann-Whitney Rank Sum Test; Figure 2B ) and relative red fluorescence (mean±SD: 165.1±66.0 versus 25.1±12.1; mean ratio of induction±SD: 6.0±3.2; P<0.001, Mann-Whitney Rank Sum Test; Figure 2C ) in doxycycline-treated versus untreated cells (1 µg/ml, 48h).
The HSV-Switch-TG17 system leads to a significant increase in a) the number of eGFP-positive cells (P<0.001, Mann-Whitney Rank Sum Test) in the presence of mifepristone with a ratio of induction, mean±SD of 14.0±8.8; and b) eGFP expression per single cell (ratio of induction, mean±SD: 3.6±1.9; P<0.01) (see supporting information: Figure S1 A–C). Both systems show some leakiness of the construct but improvement on tightness was especially achieved with the HET6C system, which is reflected in an increased ratio of induction.
Imaging inducible HSV-1 amplicon vector-mediated gene expression in vivo by PET
To investigate inducible HSV-1-tk39 gene expression in vivo by PET, subcutaneous human Gli36ΔEGFR gliomas grown in nude mice were infected with HSV-Switch-TG17 or HET6C-tk39 employing imaging-guided vector administration [6]. Animals were treated either with or without the appropriate inducer. [18F]FHBG-PET images were acquired 24–48 h after infection and induction demonstrating distinct accumulation of [18F]FHBG in both HSV-Switch-TG17 or HET6C-tk39-infected gliomas of mifepristone or doxycycline-treated animals, respectively, as compared to infected gliomas of untreated animals ( Figure 3 ). Quantification of microPET signals for in vivo transduced tumors showed a 4.8-fold induction of TKGFP expression by mifepristone, with significantly higher values for mifepristone-treated animals (n = 7) versus untreated animals (n = 8) [specific accumulation 0.24±0.17 vs. 0.05±0.08%ID/g; P<0.05, Student's t-test]. Similar results were obtained in nude mice bearing subcutaneous human Gli36ΔEGFR gliomas infected with HET6C-tk39 in the presence (n = 7) or absence (n = 12) of doxycycline [mean ratio of induction 4.7, specific accumulation 0.47±0.35 vs. 0.10±0.08%ID/g; P<0.01, Student's t-test].
Imaging the dynamics of regulated HSV-1 amplicon vector-mediated gene expression in vivo by BLI
To further investigate the dynamics of regulated gene expression in vivo, bioluminescence imaging was performed in subcutaneous and intracranial xenografts of human Gli36ΔEGFR cells. To analyze the dynamics of gene regulation within the same animals, bioluminescence signal was determined pre- and post doxycycline treatment. Furthermore, animals (n = 4) were subjected to on- and off- treatment demonstrating up- and down-regulation of luc gene expression in vivo ( Figure 4A ). Animals showed an increase in luciferase signal starting 3 days after onset of doxycycline treatment. After withdrawal of doxycycline LUC-derived signal decreased with a latency of 3 days to background values 7 days after removal of the inducer ( Figure 4B ). All animals showed a 11.8-197.5-fold increase in luciferase-derived signal after doxycycline treatment in the in vivo transduced tumor.
Finally, the subsequent on-, off-, on-switching of HET6C-luc-mediated luciferase expression was analyzed in intracranial growing human Gli36ΔEGFR gliomas in nude mice (n = 5; Figure 4C ). At a basal state no signal was observed (d14). After doxycycline treatment (2–3 days) the signal increases up to 9.9-fold (d17; mean 5.58±2.89). After withdrawal of doxycycline, luciferase signal decreased to nearly background levels (d20). Treatment with doxycycline again induced LUC expression up to 6.0-fold (d22; mean 4.96±0.96). This demonstrates that repetitive on- and off-switching of gene expression after in vivo transduction of regulated genes is possible and that the dynamics of this process can be non-invasively assessed by BLI.
Image validation
To validate in vivo images, histological sections were taken from representative tumor samples from HET-infected tumors, and the distribution of eGFP and RFP expression was analyzed by fluorescence microscopy. As indicated in Figure 4D , constitutive expression of eGFP could be observed and co-localized to the same areas where induced RFP expression was detected.
Discussion
This study demonstrates for the first time a detailed quantitative analysis of inducible and regulated gene expression mediated by universal HSV-1 amplicon vectors after in vivo transduction in experimental gliomas using imaging-guided vector administration. Multi-modal in vivo imaging is being employed for tumor localization (MRI), assessment of viable target tissue for vector application (FDG-/FLT-PET) and assessment of the regulated tissue-dose of vector-mediated gene expression (FHBG-PET, BLI). This study demonstrates the feasibility of imaging quantitatively the dynamics of co-regulated genes after transduction in vivo. Significant specific accumulation of [18F]-FHBG in infected and induced tumors by microPET indicates that imaging gene regulation may be possible even in the human application by PET employing the same marker gene/marker substrate combination.
The HSV-1 amplicon vectors mediate regulatable proportional co-expression of fluorescent genes (rfp, egfp) with either PET (HSV-1-tk and tk39) or optical (firefly luciferase) imaging genes. The essential feature of these vectors is that application of a single vector mediates (i) the responsiveness to the exogenous inducer; (ii) the presence of the responsive element driving inducible gene expression; (iii) at least two inducible marker genes for analysis in cell culture and histology using fluorescence microscopy and in vivo using PET and optical imaging, one of which could be replaced by any other transgene of interest. Various assays were employed to analyze and quantify gene induction using fluorescence microscopy of infected cells in culture and histology, and the respective enzymatic assays in vivo using PET and optical imaging. The range of induction regarding the number of fluorescent positive cells varied between factors of 14 (Gene-Switch) to 492 (Tet-On). With respect to fluorescence intensity per single cell similar induction ratios were observed (3.6- to 6.0-fold). The difference between both vector systems concerning the range of induction may be attributed to the fact that the HET-vector encodes a transcriptional silencer and carries insulator elements which substantially reduce the level of basal activity in cell culture. It should be pointed out that in vivo some background activity was observed in the radiotracer assay for both vectors (PET) which was not the case for the bioluminescence assay. The ratio of induction as determined in vivo by PET did not show a difference between the vectors. As for both vectors some background activity of [18F]FHBG accumulation was observed in vivo the rate of induction of 4.7- and 4.8-fold did not reflect the range of induction as determined by induced numbers of fluorescence positive cells but by the increase of fluorescence intensity per single cell (3.6- to 6.0-fold).
The non-invasive assessment of induced gene expression in vivo with PET was demonstrated first by Sun et al. [31] using HeLa Tet-On cells specifically engineered to express the transactivator rtTA and stably transfected with a plasmid containing a bi-directional doxycycline responsive promoter driving expression of two PET-reporter genes. In our study, a single viral vector was engineered containing all relevant information to induce and monitor expression of the target gene in vivo, thus reflecting the situation which might be applied in a diagnostic or therapeutic paradigm for clinical application. The levels of TK expression as measured as %ID/g tissue were found to be within the range of values obtained with tumors infected with HSV-1 amplicon vectors expressing the viral thymidine kinase under control of a constitutive promoter [6], [34].
Regarding non-invasive assessment of inducible LUC expression, we noted that by using HET6C-luc the BL images showed a clear difference between non-induced and induced HET-infected tumors. The quantitative range of induction did not clearly match the one determined by PET imaging most likely due to the semi-quantitative nature of BLI data. For pre-clinical evaluation, this study demonstrates that optical imaging is a useful modality to investigate the dynamics of regulated gene expression (OFF-ON-OFF-ON) without the need for radiotracers and irrespective of decay time. Further benefits of bioluminescence imaging include minor costs, shorter scanning times, simultaneous scanning of several animals, and its relatively easy use [4]. Several types of vectors have recently been created that express optical imaging genes, e.g., firefly or Renilla and Gaussia luciferases as reporter genes to monitor gene expression in vivo [36]–[41] also by means of gene induction [42], [43]. However, it should be kept in mind that optical imaging does not provide fully quantitative and tomographic information which will restrict the value for clinical application [44], [45]. In contrast, PET has gained more importance in clinically approved molecular imaging technologies, especially in cancer imaging and treatment [46]. Furthermore, PET reporter genes have the advantage of giving fully quantitative tomographic information which can be directly transferred to clinical application using new generations of high resolution PET scanners [47].
Vectors combining inducible and regulatable gene expression systems and PET reporter genes will be of great interest for the further development of gene therapeutic vectors and their potential use in clinical application. By co-expressing therapeutic genes with imaging marker genes, an indirect assessment of any therapeutic gene is possible. Furthermore, the use of bi-directional promoters can be used to combine expression of two independent genes as demonstrated in this study. Recently, Dumortier et al. 2005 [43] described the use of an adenoviral vector encoding for firefly luciferase and interferons α, β and γ, respectively, co-expressed under control of the bi-directional tet-responsive promoter (PBI-1), thus allowing to study the effects of local cytokine expression in a hepatitis mouse model demonstrating further the potential of the bi-directional inducible promoter system.
In conclusion, universal HSV-1 amplicon vectors were generated capable of transducing inducible and regulatable gene expression in cell culture and in vivo which allow monitoring of the quantitative dynamics of regulated gene expression by means of non-invasive fluorescence, bioluminescence and PET imaging. These types of vectors will be of great interest in the further development of gene therapy for clinical application, where tight regulation of gene expression and technology for non-invasive assessment of the efficiency and safety of vectors is of critical importance.
Materials and Methods
Cell culture
Human Gli36ΔEGFR glioma cells (Dr. David Louis, Molecular Neurooncology Laboratory, MGH, Boston, MA) were grown as monolayers in Dulbecco's modified Eagle medium (DMEM; Life Technologies, Karlsruhe, Germany) supplemented with 10% fetal bovine serum (FBS, Roche Diagnostics, Mannheim, Germany), 1% penicillin and 1% streptomycin (P/S, Life Technologies ) at 37°C in a 5% CO2/95% air atmosphere.
HSV-1 amplicon plasmid construction and helper virus-free packaging
Construction of the inducible double-gene co-expression vectors was performed by PCR-amplification and standard cloning techniques (see supporting information: Text S1). Helper virus-free stocks of the HSV-1 amplicon construct pHSV-Switch-TG17 and pHET-6C-tk39 were generated as described previously [34].
Functional assessment of gene expression in culture
To assess HSV-1 amplicon vector-mediated regulation of tkgfp, rfp and tk39 gene expression, Gli36ΔEGFR cells were infected with HET6C-tk39 or HSV-Switch-TG17 in the absence or presence of the appropriate inducer, and protein expression of HSV-1-TK, the number of RFP- or eGFP-positive cells (RPCs or GPCs) and the level of RFP- or eGFP-fluorescence were investigated as described previously [34].
(i) Western Blot
To provide analysis of the induced expression of the tkgfp fusion and the tk39 genes, human Gli36ΔEGFR glioma cells were infected with HSV-Switch-TG17 and HET6C-tk39, respectively, using a multiplicitiy of infection (MOI) of 3. Twenty-four hours after infection cells were lysed in buffer containing 10 mM Tris pH 8.0, 1 mM EDTA, 1 mM DTT, 0.5% Triton X-100 and protease-inhibitor-mix (Roche Diagnostics GmbH, Mannheim, Germany). The amount of protein present in each sample was quantified using a BCA Protein Assay (Pierce, Rockford, IL, USA). Equal amounts of denatured (95°C, 5 min) protein were separated using SDS-PAGE and blotted to PVDF membrane (Amersham Pharmacia Biotech, Freiburg, Germany) in standard Tris-glycine transfer buffer. After blocking of non-specific binding sites with 5% non-fat dry milk in 0.3% PBS-Tween20 (PBST) for 1 hour the membrane was washed 3 times with PBST and incubated for 1 hour with a rabbit polyclonal anti-HSV-1-TK antibody (a kind gift from Dr. Margeret Black, Washington State University, Pullmann, WA) (1:20,000 in 5% dry milk in PBST). Afterwards the membrane was washed and incubated for 1 hour with the secondary antibody (1∶20,000 in PBST; goat anti-rabbit Dianova). Proteins were visualized using the SuperSignal West Pico Chemiluminescence substrate (Pierce, Rockford, IL, USA).
(ii) Quantification of RFP- and eGFP-positive cells (RPCs, GPCs)
For determination of RPCs or GPCs, human Gli36ΔEGFR glioma cells were plated in 24-well plates (2×105 cells per well) to form confluent monolayers. Twenty four hours later, cells were infected with HET6C-tk39 or HSV-Switch-TG17 at an MOI of 0.3. Two hours after infection, the medium was replaced by medium containing either doxycycline (dox; 0.01–1.0 µg/ml) or mifepristone (MF; 1×10−8–1×10−7M) or no inducer. Representative pictures were taken 24, 48 and 72 hr after infection. For each time point, RPCs and GPCs, respectively, were counted in at least four fields of view. To determine the ratio of induction, GPCs and RPCs were counted in the presence and absence of inducer, and the ratio (RPCs+dox/RPCs-dox or GPCs+MF/GPCs-MF) was calculated.
Animal Experiments
All animal procedures were in accordance with the German Laws for Animal Protection and were approved by the local animal care committee and the Bezirksregierung Köln.
(i) Tumor model and imaging-guided vector application in vivo
To study HSV-1 amplicon vector-mediated tk gene expression in vivo, subcutaneous Gli36ΔEGFR tumors, vector application and PET imaging were performed as described previously [6], [34]. Multiple sets of animals were analyzed: HET6C-tk39 (n = 19), HSV-Switch-TG17 (n = 15) and HET6C-luc (n = 4), vector doses ranging between 2×106 to 3×107 t.u. in 50 µl of PBS. Moreover, Gli36ΔEGFR cells (1×105 cells in 2 µl of DMEM) were stereotactically implanted into the right striatum of nude mice (n = 5). For application of HET6C-luc vector in pre-established i.c. gliomas, 5×105 t.u. HET6C-luc were stereotactically infused over 10 min. In the case of infection with HSV-Switch-TG17, mice were given mifepristone intraperitoneally (500 µg/kg body weight dissolved in sesame oil) or sesame oil as a control, whereas mice infected with HET6C-vectors were treated with or without doxycycline (2 mg/ml) via drinking water. To determine the rate of induced gene expression in vivo, PET and bioluminescence imaging was performed 24–48 hours after vector administration.
(ii) Radiosynthesis of radiotracers [18F]FDG, [18F]FLT and [18F]FHBG was performed as described previously [6], [34]
(iii) PET
To avoid vector application into necrotic tumor, viable tumor tissue was visualized by means of [18F]FDG- or [18F]FLT-PET after intravenous (i.v.; tail vein) administration of no-carrier-added [18F]FDG or [18F]FLT (no-carrier-added) into experimental animals with doses ranging between 200–300 µCi/mouse. To non-invasively assess the level of induced TKGFP or TK39 expression, no-carrier-added [18F]FHBG was administered i.v. (300 µCi/mouse). To study tracer accumulation and wash out, PET imaging was performed as described previously [6], [34].
(iv) Bioluminescence imaging in vivo
Analysis of luciferase gene expression was performed on an IVIS200 optical imaging system (Xenogen Corp., USA) at multiple time points after vector application (48 hours, 2–19 days). For bioluminescence detection, mice were injected intraperitoneally with D-luciferin (4 mg/animal in 200 µl PBS) and images were acquired 10 min after luciferin injection at standard camera settings for BLI with exposure time 1–5 min. Data evaluation based on a ROI analysis of BLI images to determine maximum values in photons/s/cm2/sr was performed by the use of Living Image Software version 2.50 (Xenogen Corp., USA). Data were background subtracted and ratios of induction [photons/s/cm2/sr+dox/photons/s/cm2/sr–dox] were determined.
(v) MRI
To allow exact co-registration of gene expression data obtained by PET and optical imaging, T1-weighted MR images for localization of tumors were obtained on a 1.5 T Philips Gyroscan Intera or a 7 T Bruker Biospin animal scanner prior to in vivo transduction.
(vi) Histology
To validate images of induced gene expression, animals were sacrificed after imaging and tumors were processed as described previously [6], [34]. For fluorescence detection, slides were examined by use of a fluorescence microscope (Zeiss Axiovert 135, Carl Zeiss, Heidenheim, Germany).
Statistics
Descriptive statistics and regression analysis were performed with Microsoft Excel 2002 (Microsoft Corp.). Student's t-test as well as Mann-Whitney Rank Sum Test were performed with SigmaStat 3.0 (SPSS Inc.); statistical significance was set at the less than 5% level (P<0.05), statistical tests in SigmaStat are two-tailed.
Supporting Information
Acknowledgments
We thank G. Schneider and C. Selbach for their excellent technical assistance.
Footnotes
Competing Interests: The authors have declared that no competing interests exist.
Funding: This work is supported in part by the Deutsche Forschungsgemeinschaft (DFG-Ja98/1-2), Ministerium für Schule, Wissenschaft und Forschung NRW (MSWF 516-40000299), Center for Molecular Medicine Cologne (CMMC-TV46), 6th FW EU grant EMIL (LSHC-CT-2004-503569) and DiMI (LSHB-CT-2005-512146).
References
- 1.Gambhir SS, Barrio JR, Herschman HR, Phelps ME. Assays for noninvasive imaging of reporter gene expression. Nucl Med Biol. 1999;26:481–490. doi: 10.1016/s0969-8051(99)00021-9. [DOI] [PubMed] [Google Scholar]
- 2.Jacobs AH, Dittmar C, Winkeler A, Garlip G, Heiss WD. Molecular imaging of gliomas. Mol Imaging. 2002;1:309–335. doi: 10.1162/15353500200221392. [DOI] [PubMed] [Google Scholar]
- 3.Blasberg RG. In vivo molecular-genetic imaging: multi-modality nuclear and optical combinations. Nucl Med Biol. 2003;30:879–888. doi: 10.1016/s0969-8051(03)00115-x. [DOI] [PubMed] [Google Scholar]
- 4.Contag CH, Bachmann MH. Advances in in vivo bioluminescence imaging of gene expression. Annu Rev Biomed Eng. 2002;4:235–260. doi: 10.1146/annurev.bioeng.4.111901.093336. [DOI] [PubMed] [Google Scholar]
- 5.Hoehn M, Kustermann E, Blunk J, Wiedermann D, Trapp T, et al. Monitoring of implanted stem cell migration in vivo: a highly resolved in vivo magnetic resonance imaging investigation of experimental stroke in rat. Proc Natl Acad Sci U S A. 2002;99:16267–16272. doi: 10.1073/pnas.242435499. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Jacobs AH, Rueger MA, Winkeler A, Li H, Vollmar S, et al. Imaging-guided gene therapy of experimental gliomas. Cancer Res. 2007;67:1706–1715. doi: 10.1158/0008-5472.CAN-06-2418. [DOI] [PubMed] [Google Scholar]
- 7.Jacobs A, Dubrovin M, Hewett J, Sena-Esteves M, Tan CW, et al. Functional coexpression of HSV-1 thymidine kinase and green fluorescent protein: implications for noninvasive imaging of transgene expression. Neoplasia. 1999;1:154–161. doi: 10.1038/sj.neo.7900007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Tjuvajev JG, Joshi A, Callegari J, Lindsley L, Joshi R, et al. A general approach to the non-invasive imaging of transgenes using cis-linked herpes simplex virus thymidine kinase. Neoplasia. 1999;1:315–320. doi: 10.1038/sj.neo.7900053. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Yu Y, Annala AJ, Barrio JR, Toyokuni T, Satyamurthy N, et al. Quantification of target gene expression by imaging reporter gene expression in living animals. Nat Med. 2000;6:933–937. doi: 10.1038/78704. [DOI] [PubMed] [Google Scholar]
- 10.Yaghoubi SS, Wu L, Liang Q, Toyokuni T, Barrio JR, et al. Direct correlation between positron emission tomographic images of two reporter genes delivered by two distinct adenoviral vectors. Gene Ther. 2001;8:1072–1080. doi: 10.1038/sj.gt.3301490. [DOI] [PubMed] [Google Scholar]
- 11.Saito Y, Price RW, Rottenberg DA, Fox JJ, Su TL, et al. Quantitative autoradiographic mapping of herpes simplex virus encephalitis with a radiolabeled antiviral drug. Science. 1982;217:1151–1153. doi: 10.1126/science.7112121. [DOI] [PubMed] [Google Scholar]
- 12.Tjuvajev JG, Stockhammer G, Desai R, Uehara H, Watanabe K, et al. Imaging the expression of transfected genes in vivo. Cancer Res. 1995;55:6126–6132. [PubMed] [Google Scholar]
- 13.Iyer M, Salazar FB, Lewis X, Zhang L, Carey M, et al. Noninvasive imaging of enhanced prostate-specific gene expression using a two-step transcriptional amplification-based lentivirus vector. Mol Ther. 2004;10:545–552. doi: 10.1016/j.ymthe.2004.06.118. [DOI] [PubMed] [Google Scholar]
- 14.Doubrovin M, Ponomarev V, Beresten T, Balatoni J, Bornmann W, et al. Imaging transcriptional regulation of p53-dependent genes with positron emission tomography in vivo. Proc Natl Acad Sci U S A. 2001;98:9300–9305. doi: 10.1073/pnas.161091198. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Green LA, Yap CS, Nguyen K, Barrio JR, Namavari M, et al. Indirect monitoring of endogenous gene expression by positron emission tomography (PET) imaging of reporter gene expression in transgenic mice. Mol Imaging Biol. 2002;4:71–81. doi: 10.1016/s1095-0397(01)00071-1. [DOI] [PubMed] [Google Scholar]
- 16.Ponomarev V, Doubrovin M, Lyddane C, Beresten T, Balatoni J, et al. Imaging TCR-dependent NFAT-mediated T-cell activation with positron emission tomography in vivo. Neoplasia. 2001;3:480–488. doi: 10.1038/sj.neo.7900204. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Gossen M, Bujard H. Tight control of gene expression in mammalian cells by tetracycline-responsive promoters. Proc Natl Acad Sci U S A. 1992;89:5547–5551. doi: 10.1073/pnas.89.12.5547. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Hynes NE, Kennedy N, Rahmsdorf U, Groner B. Hormone-responsive expression of an endogenous proviral gene of mouse mammary tumor virus after molecular cloning and gene transfer into cultured cells. Proc Natl Acad Sci U S A. 1981;78:2038–2042. doi: 10.1073/pnas.78.4.2038. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Wurm FM, Gwinn KA, Kingston RE. Inducible overproduction of the mouse c-myc protein in mammalian cells. Proc Natl Acad Sci U S A. 1986;83:5414–5418. doi: 10.1073/pnas.83.15.5414. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Christopherson KS, Mark MR, Bajaj V, Godowski PJ. Ecdysteroid-dependent regulation of genes in mammalian cells by a Drosophila ecdysone receptor and chimeric transactivators. Proc Natl Acad Sci U S A. 1992;89:6314–6318. doi: 10.1073/pnas.89.14.6314. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Mayo KE, Warren R, Palmiter RD. The mouse metallothionein-I gene is transcriptionally regulated by cadmium following transfection into human or mouse cells. Cell. 1982;29:99–108. doi: 10.1016/0092-8674(82)90094-0. [DOI] [PubMed] [Google Scholar]
- 22.Gossen M, Freundlieb S, Bender G, Muller G, Hillen W, et al. Transcriptional activation by tetracyclines in mammalian cells. Science. 1995;268:1766–1769. doi: 10.1126/science.7792603. [DOI] [PubMed] [Google Scholar]
- 23.Baron U, Freundlieb S, Gossen M, Bujard H. Co-regulation of two gene activities by tetracycline via a bidirectional promoter. Nucleic Acids Res. 1995;23:3605–3606. doi: 10.1093/nar/23.17.3605. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Wang Y, O'Malley BW, Jr, Tsai SY, O'Malley BW. A regulatory system for use in gene transfer. Proc Natl Acad Sci U S A. 1994;91:8180–8184. doi: 10.1073/pnas.91.17.8180. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Burcin MM, Schiedner G, Kochanek S, Tsai SY, O'Malley BW. Adenovirus-mediated regulable target gene expression in vivo. Proc Natl Acad Sci U S A. 1999;96:355–360. doi: 10.1073/pnas.96.2.355. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Furth PA, St Onge L, Boger H, Gruss P, Gossen M, et al. Temporal control of gene expression in transgenic mice by a tetracycline-responsive promoter. Proc Natl Acad Sci U S A. 1994;91:9302–9306. doi: 10.1073/pnas.91.20.9302. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Shockett PE, Schatz DG. Diverse strategies for tetracycline-regulated inducible gene expression. Proc Natl Acad Sci U S A. 1996;93:5173–5176. doi: 10.1073/pnas.93.11.5173. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Kistner A, Gossen M, Zimmermann F, Jerecic J, Ullmer C, et al. Doxycycline-mediated quantitative and tissue-specific control of gene expression in transgenic mice. Proc Natl Acad Sci U S A. 1996;93:10933–10938. doi: 10.1073/pnas.93.20.10933. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Fotaki ME, Pink JR, Mous J. Tetracycline-responsive gene expression in mouse brain after amplicon-mediated gene transfer. Gene Ther. 1997;4:901–908. doi: 10.1038/sj.gt.3300487. [DOI] [PubMed] [Google Scholar]
- 30.Wang Y, DeMayo FJ, Tsai SY, O'Malley BW. Ligand-inducible and liver-specific target gene expression in transgenic mice. Nat Biotechnol. 1997;15:239–243. doi: 10.1038/nbt0397-239. [DOI] [PubMed] [Google Scholar]
- 31.Sun X, Annala AJ, Yaghoubi SS, Barrio JR, Nguyen KN, et al. Quantitative imaging of gene induction in living animals. Gene Ther. 2001;8:1572–1579. doi: 10.1038/sj.gt.3301554. [DOI] [PubMed] [Google Scholar]
- 32.Fraefel C, Song S, Lim F, Lang P, Yu L, et al. Helper virus-free transfer of herpes simplex virus type 1 plasmid vectors into neural cells. J Virol. 1996;70:7190–7197. doi: 10.1128/jvi.70.10.7190-7197.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Black ME, Newcomb TG, Wilson HM, Loeb LA. Creation of drug-specific herpes simplex virus type 1 thymidine kinase mutants for gene therapy. Proc Natl Acad Sci U S A. 1996;93:3525–3529. doi: 10.1073/pnas.93.8.3525. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Jacobs AH, Winkeler A, Hartung M, Slack M, Dittmar C, et al. Improved herpes simplex virus type 1 amplicon vectors for proportional coexpression of positron emission tomography marker and therapeutic genes. Hum Gene Ther. 2003;14:277–297. doi: 10.1089/10430340360535823. [DOI] [PubMed] [Google Scholar]
- 35.Freundlieb S, Schirra-Muller C, Bujard H. A tetracycline controlled activation/repression system with increased potential for gene transfer into mammalian cells. J Gene Med. 1999;1:4–12. doi: 10.1002/(SICI)1521-2254(199901/02)1:1<4::AID-JGM4>3.0.CO;2-Y. [DOI] [PubMed] [Google Scholar]
- 36.Lipshutz GS, Gruber CA, Cao Y, Hardy J, Contag CH, et al. In utero delivery of adeno-associated viral vectors: intraperitoneal gene transfer produces long-term expression. Mol Ther. 2001;3:284–292. doi: 10.1006/mthe.2001.0267. [DOI] [PubMed] [Google Scholar]
- 37.Bhaumik S, Gambhir SS. Optical imaging of Renilla luciferase reporter gene expression in living mice. Proc Natl Acad Sci U S A. 2002;99:377–382. doi: 10.1073/pnas.012611099. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Wu JC, Sundaresan G, Iyer M, Gambhir SS. Noninvasive optical imaging of firefly luciferase reporter gene expression in skeletal muscles of living mice. Mol Ther. 2001;4:297–306. doi: 10.1006/mthe.2001.0460. [DOI] [PubMed] [Google Scholar]
- 39.Wang Y, Yu YA, Shabahang S, Wang G, Szalay AA. Renilla luciferase-Aequorea GFP (Ruc-GFP) fusion protein, a novel dual reporter for real-time imaging of gene expression in cell cultures and in live animals. Mol Genet Genomics. 2002;268:160–168. doi: 10.1007/s00438-002-0751-9. [DOI] [PubMed] [Google Scholar]
- 40.Tannous BA, Kim DE, Fernandez JL, Weissleder R, Breakefield XO. Codon-optimized Gaussia luciferase cDNA for mammalian gene expression in culture and in vivo. Mol Ther. 2005;11:435–443. doi: 10.1016/j.ymthe.2004.10.016. [DOI] [PubMed] [Google Scholar]
- 41.Shah K, Tang Y, Breakefield X, Weissleder R. Real-time imaging of TRAIL-induced apoptosis of glioma tumors in vivo. Oncogene. 2003;22:6865–6872. doi: 10.1038/sj.onc.1206748. [DOI] [PubMed] [Google Scholar]
- 42.Yu YA, Szalay AA. A Renilla luciferase-Aequorea GFP (ruc-gfp) fusion gene construct permits real-time detection of promoter activation by exogenously administered mifepristone in vivo. Mol Genet Genomics. 2002;268:169–178. doi: 10.1007/s00438-002-0750-x. [DOI] [PubMed] [Google Scholar]
- 43.Dumortier J, Schonig K, Oberwinkler H, Low R, Giese T, et al. Liver-specific expression of interferon gamma following adenoviral gene transfer controls hepatitis B virus replication in mice. Gene Ther. 2005 doi: 10.1038/sj.gt.3302449. [DOI] [PubMed] [Google Scholar]
- 44.Doubrovin M, Serganova I, Mayer-Kuckuk P, Ponomarev V, Blasberg RG. Multimodality in vivo molecular-genetic imaging. Bioconjug Chem. 2004;15:1376–1388. doi: 10.1021/bc0498572. [DOI] [PubMed] [Google Scholar]
- 45.Weissleder R. Scaling down imaging: molecular mapping of cancer in mice. Nat Rev Cancer. 2002;2:11–18. doi: 10.1038/nrc701. [DOI] [PubMed] [Google Scholar]
- 46.Weissleder R. Molecular imaging in cancer. Science. 2006;312:1168–1171. doi: 10.1126/science.1125949. [DOI] [PubMed] [Google Scholar]
- 47.Heiss W-D, Habedank B, Klein JC, Herholz K, Wienhard K, et al. Metabolic Rates in Small Brain Nuclei Determined by High-Resolution PET. J Nucl Med. 2004;45:1811–1815. [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.