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(18)F-FDG-PET/CT imaging in an IL-6- and MYC-driven mouse model of human multiple myeloma affords objective evaluation of plasma cell tumor progression and therapeutic response to the proteasome inhibitor ixazomib.
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PMID:  24292417     Owner:  NLM     Status:  PubMed-not-MEDLINE    
(18)F-fluorodeoxyglucose positron emission tomography (FDG-PET) and computed tomography (CT) are useful imaging modalities for evaluating tumor progression and treatment responses in genetically engineered mouse models of solid human cancers, but the potential of integrated FDG-PET/CT for assessing tumor development and new interventions in transgenic mouse models of human blood cancers such as multiple myeloma (MM) has not been demonstrated. Here we use BALB/c mice that contain the newly developed iMyc(ΔEμ) gene insertion and the widely expressed H2-L(d)-IL6 transgene to demonstrate that FDG-PET/CT affords an excellent research tool for assessing interleukin-6- and MYC-driven plasma cell tumor (PCT) development in a serial, reproducible and stage- and lesion-specific manner. We also show that FDG-PET/CT permits determination of objective drug responses in PCT-bearing mice treated with the investigational proteasome inhibitor ixazomib (MLN2238), the biologically active form of ixazomib citrate (MLN9708), that is currently in phase 3 clinical trials in MM. Overall survival of 5 of 6 ixazomib-treated mice doubled compared with mice left untreated. One outlier mouse presented with primary refractory disease. Our findings demonstrate the utility of FDG-PET/CT for preclinical MM research and suggest that this method will play an important role in the design and testing of new approaches to treat myeloma.
K Duncan; T R Rosean; V S Tompkins; A Olivier; R Sompallae; F Zhan; G Tricot; M R Acevedo; L L B Ponto; S A Walsh; L T Tygrett; A J Berger; T Waldschmidt; H C Morse; J J Sunderland; S Janz
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Publication Detail:
Type:  Journal Article     Date:  2013-11-29
Journal Detail:
Title:  Blood cancer journal     Volume:  3     ISSN:  2044-5385     ISO Abbreviation:  Blood Cancer J     Publication Date:  2013  
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Created Date:  2013-12-02     Completed Date:  2013-12-02     Revised Date:  2014-04-11    
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Nlm Unique ID:  101568469     Medline TA:  Blood Cancer J     Country:  United States    
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Languages:  eng     Pagination:  e165     Citation Subset:  -    
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Journal ID (nlm-ta): Blood Cancer J
Journal ID (iso-abbrev): Blood Cancer J
ISSN: 2044-5385
Publisher: Nature Publishing Group
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Copyright © 2013 Macmillan Publishers Limited
Received Day: 14 Month: 08 Year: 2013
Revision Received Day: 22 Month: 09 Year: 2013
Accepted Day: 02 Month: 10 Year: 2013
Print publication date: Month: 11 Year: 2013
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pmc-release publication date: Day: 1 Month: 11 Year: 2013
Volume: 3 Issue: 11
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PubMed Id: 24292417
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Publisher Item Identifier: bcj201361
DOI: 10.1038/bcj.2013.61

18F-FDG-PET/CT imaging in an IL-6- and MYC-driven mouse model of human multiple myeloma affords objective evaluation of plasma cell tumor progression and therapeutic response to the proteasome inhibitor ixazomib Alternate Title:FDG-PET in mouse model of human myeloma
K Duncan1
T R Rosean12
V S Tompkins1
A Olivier1
R Sompallae13
F Zhan4
G Tricot4
M R Acevedo5
L L B Ponto5
S A Walsh5
L T Tygrett1
A J Berger6
T Waldschmidt1
H C Morse, III7
J J Sunderland58*
S Janz18*
1Department of Pathology, University of Iowa Roy J and Lucille A Carver College of Medicine, Iowa City, IA, USA
2The Interdisciplinary Immunology Graduate Program, University of Iowa Roy J and Lucille A Carver College of Medicine, Iowa City, IA, USA
3The Bioinformatics Core Facility, University of Iowa Roy J and Lucille A Carver College of Medicine, Iowa City, IA, USA
4Department of Internal Medicine, University of Iowa Roy J and Lucille A Carver College of Medicine, Iowa City, IA, USA
5Department of Radiology, University of Iowa Roy J and Lucille A Carver College of Medicine, Iowa City, IA, USA
6Takeda Pharmaceutica Company Ltd, Cambridge, MA, USA
7Virology and Cellular Immunology Section, Laboratory of Immunogenetics, National Institutes of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD, USA
*Department of Radiology, University of Iowa Roy J and Lucille A Carver College of Medicine, 3881 JPP, Iowa City, 52242 IA, USA E-mail:
*Department of Pathology, Carver College of Medicine, University of Iowa, 500 Newton Road, 1046C ML, Iowa City, 52242 IA, USA. E-mail:
8These authors shared senior co-authorship.


The diagnosis, staging and therapeutic monitoring of multiple myeloma (MM), the second most common blood cancer in the United States, involves a variety of imaging methods that use either anatomy-based modalities (for example, conventional radiography including the whole-body radiographic series known as the metastatic bone survey1 and computed tomography (CT)2), functional modalities (for example, positron emission tomography (PET),3 magnetic resonance imaging (MRI)4 and 99mTc-sestamibi5) or a combination of both modalities (for example, PET/CT).6 Integrated PET/CT, which is particularly useful for myeloma imaging,7, 8 relies on positron-emitting radiopharmaceuticals, the most common of which is the glucose analog 18F-fluorodeoxyglucose (FDG).9 The utility of FDG is based on the Warburg effect, that is, the ability of MM and virtually all other cancer cells to undergo aerobic glycolysis that results in heightened glucose utilization and FDG uptake rates.10 FDG-PET/CT is a versatile imaging tool for MM because it: assists diagnosis by virtue of identifying high tumor-yield biopsy sites;11, 12 provides results superior to those of MBS for (1) staging and restaging patients,13 (2) detecting extramedullary disease14 and (3) demonstrating treatment response;15 detects and localizes occult infection;16 and contributes to patient stratification, for example, by distinguishing patients with a complete imaging response before hematopoietic stem cell transplantation (superior survival) from patients with an incomplete response (inferior survival).17

In spite of these clinical benefits, FDG-PET/CT has not yet been embraced by the preclinical research community that employs mouse models of MM in which plasma cell tumors (PCTs) arise de novo in the presence of a normal immune system. These models include the archetypical, inflammation-induced peritoneal PCT in strain BALB/c mice;18 PCTs that arise in mice that carry either the Vκ*MYC,19 Eμ-Xbp1,20 NPM-ALK,21 Eμ-Bcl2,22 H2-Ld-IL6,23 Bcl-XL24, 25 or Sca1-MafB26 transgenes; and anaplastic PCTs27 that occur in Eμ-v-abl,28 Myc (c-myc)29, 30 and Eμ-Ccnd1T286A (see Gladden et al.31) transgenic (Tg) mice as well as in NSF.V+ congenics.32 To overcome certain limitations of these models, especially with regard to tumor onset (often too long) and genetic penetrance of the tumor phenotype (tumor incidence often too low), we and others have recently developed double-Tg strains, such as Bcl-XLMyc33 and IL6Myc,34 in which tumor development is greatly accelerated (short onset) and fully penetrant (100% tumor incidence). However, the welcome feature of oncogene collaboration in these strains is accompanied by an unwelcome barrier to further improvement by crossing in one of the widely used Tg reporter genes of tumor development, for example, those encoding luciferase (enables in vivo bioluminescence imaging) or a fluorescent protein (enables in vivo fluorescence imaging). Breeding schemes to introduce a reporter gene onto a double-Tg background are laborious, time consuming and often prohibitively expensive.

In our current studies, we utilized an improved version of the IL6Myc model of human MM in which tumor progression is driven by a modified iMyc allele, designated iMycΔEμ,35 but the same, widely expressed human interleukin-6 (IL-6) transgene36 used in previous studies on IL6Myc-driven PCT.34 Here we show that the reporter gene-independent imaging modality, FDG-PET/CT, is able to identify and quantitatively track the emergence and growth of myeloma-like tumors in these IL6Myc mice. In addition, FDG-PET was able to detect the response of the tumors during treatment with the proteasome inhibitor ixazomib that has previously demonstrated antitumor activity in preclinical models of plasma cell (PC) malignancy37, 38 and in phase 1/2 trials of MM.39 Our findings demonstrate the utility of FDG-PET/CT for preclinical MM research and suggest that this method will play an important role in testing new myeloma interventions.

Materials and methods

Double-transgenic (DTg) C.IL6Myc mice were selected from crosses of homozygous Tg C.iMycΔEμ and heterozygous Tg C.H2-Ld-IL6 mice based on genotyping of progeny. In accordance with a Mendelian trait, 50% of offspring exhibited the desired DTg genotype. Strain C.iMycΔEμ is new; it was developed by gene targeting a his6-tagged murine Myc cDNA 3′ of the JH region of the Igh locus, such that the intronic heavy-chain enhancer, Eμ, was replaced by the inserted Myc gene, designated iMycΔEμ.35 The iMycΔEμ transgene was backcrossed for more than 12 generations onto strain BALB/c (C) and then bred to homozygosity. The development and use of C.H2-Ld-IL6 congenic mice for research on the natural history of PCT has been described previously.23 Tumor incidence in strain C.IL6Myc was determined as previously described.34 All animal studies were approved under University of Iowa Institutional Animal Care and Use Committee Protocol 0701007.

Gene expression profiling, enzyme-linked immunosorbent assay, flow cytometry and serum protein electrophoresis

Global gene expression profiling relied on Illumina (San Diego, CA, USA) Mouse WG-6 v2.0 Bead Chips and data analytical approaches described elsewhere.40 Serum immunoglobulin levels (enzyme-linked immunosorbent assay)41 and surface markers (flow cytometry)42 were analyzed as previously described. For serum protein electrophoresis, blood was collected either from live mice by submandibular vein puncture or at necropsy by heart puncture. Blood was transferred to EDTA-coated Microtainer tubes (Becton Dickinson, Franklin Lakes, NJ, USA) and spun for 5 min to obtain serum. Serum proteins were fractionated on Hydragel Protein(e) K20 gels using a Sebia (Norcross, GA, USA) elecrophoresis chamber (90 V constant; 40 min migration time; 12±3 mA). Densitometric analysis of electropherograms relied on ImageJ (NIH, Bethesda, MD, USA).

FDG-PET scanning

Mice in the tumor development study (nos. 1–15) were assigned to three different groups. Groups 1 and 2 contained age-matched DTg and normal C mice. Group 3 contained only DTg mice. Mice in the tumor treatment study (nos. 16–21) were included in one group. These mice received ixazomib (MLN2238) that was administered in the lateral tail vein at 7 mg/kg body weight. Ixazomib was dissolved in 5% hydroxypropyl-β-cyclodextrin. PET/CT scanning was performed after mice were fasted for 12 h but had free access to water. Following determination of body weights (23.0±5.30 g on average) and blood glucose levels (63.6±21.2 mg/dl; Freestyle glucometer, Abbott Labs, Abbott Park, IL, USA), mice were anesthetized using vaporized isoflurane (4% for induction; 2.5% for maintenance). Sterile normal saline (0.1 ml) was injected subcutaneously to ensure adequate hydration. Following administration of 18F-FDG (8.65±2.7 MBq) via lateral tail vein injection, mice were awakened and returned to individual holding cages. Precisely 60 min post FDG injection, re-anesthetized mice were placed prone in a heated (36 °C) multimodality chamber (M2M Imaging, Cleveland, OH, USA) in the PET scanner's gantry. PET list mode data were acquired for 15 min, using an Inveon small-animal PET/CT/SPECT imaging system (Preclinical Solutions, Siemens Healthcare Molecular Imaging, Knoxville, TN, USA). In the same workflow, a CT image was acquired for attenuation correction purposes. Images were reconstructed using a three-dimensional OP-MAP algorithm (Siemens Medical Solutions USA, Inc., Malvern, PA, USA). Scanner reconstructions using this algorithm were calibrated back to a National Institute of Standards and Technology (NIST)-traceable positron-emitting dose calibrator source to assure quantitative accuracy.

FDG-PET image analysis

Images were analyzed using PMOD v3.2 software (PMOD Technologies, Zurich, Switzerland). To determine tumor activity based on 18F-FDG uptake in individual lesions, volumes of interest (VOIs) were drawn at sites known to display accumulation of aberrant PCs, particularly lymph nodes and spleen. A threshold algorithm (50% max–min) was applied to all detectable lesion sites for adequate volume contouring. The mean standardized uptake value (SUVmean), maximal SUV (SUVmax), metabolic tumor volume (Volmetab) and total lesion glycolysis (TLG=SUVmean × Volmetab) were determined. SUVmax and Volmetab were used to assess tumor activity and growth, respectively. Means were calculated for the different parameters, expressed graphically and considered significantly different at two-tailed P-values of ⩽0.05. To better appreciate tumor contours in anatomical context, three-dimensional reconstruction of PET and CT modalities were generated using independent software (Inveon Research Workplace, Siemens Medical Solutions USA, Inc.).


C.IL6Myc mice were killed at early-, intermediate- and late-disease stages (47–51, 92–104 and 136–139 days, respectively) and a standard panel of tissues, including bones (skull, humerus, femur, vertebrae, sternum), lymphoid organs (lymph nodes, spleen) and parenchymatous organs (liver, kidney), was harvested, fixed in formalin and embedded in paraffin. Tissue sections (4 μm) were stained with hematoxylin and eosin and quantified for numbers of aberrant PCs in 10 different fields of view, using an Olympus (Center Valley, PA, USA) BX-61 light microscope and a 40x objective. Aberrant IL6Myc DTg PCs are larger than their normal counterparts, usually hyperchromatic, and sometimes mitotically active. Tissue infiltration with aberrant PCs was estimated using a scoring system with scores 0–4 denoting absence (0), ⩽10% (1), 10–49% (2), 50–79% (3) and >80% PCs (4), respectively.

Widespread Tg expression of IL-6 cooperates with deregulated Myc in B cells to drive PCT development in BALB/c mice

To determine whether the newly developed iMyc allele, iMycΔEμ (Figure 1a), would act synergistically with widespread Tg expression of IL-6 to promote malignant PC transformation in BALB/c (C) mice, homozygous Tg C.iMycΔEμ mice were crossed with heterozygous Tg C.IL6 mice to generate heterozygous DTg C.IL6Myc mice (Figure 1b). Fourteen DTg mice were monitored at weekly intervals for signs of tumor development manifested by splenomegaly, generalized lymphadenopathy and/or hind leg paralysis (Figure 1c). All 14 mice exhibited signs of incipient neoplasia before 130 days of age, indicating complete genetic penetrance of the IL6Myc-driven phenotype. Median age of tumor onset was 106 days with a mean and s.d. of the mean of 96.1±21.0 days and a range of 45–175 days. Tumor diagnosis was confirmed by histological studies of tissues obtained at necropsy. In all 14 cases, the tumors were positive for homogeneous sheets of cIg+ PCs containing varying amounts of cytoplasm and eccentric nuclei with prominent nucleoli. Based on these features, the tumors were classified as PCTs (Figure 1d). Compared with DTg mice, tumor development in the single Tg counterparts was significantly slower: 8 C.iMyc mice developed tumors by 410 days of age (median: 251 days; mean: 269±64.3 days; range: 213–410 days), a significant delay relative to strain C.IL6Myc by two-tailed t-test analysis (P<10−3). Similarly, as reported previously, C.IL-6 mice developed no more than 40% PCT by 12 months of age.23 These findings underlined the striking efficiency with which IL-6 and Myc collaborate in PCT formation in strain C mice.34

IL6Myc-driven PCTs recapitulate key features of human MM

Tumor-bearing C.IL6Myc mice exhibited paraprotein ‘M-spikes' upon serum protein electrophoresis (Figure 1e), indicating either the presence of a single, greatly expanded clone of Ig-producing PCs (see, for example, the pronounced extragradient in lane 4) or the coexistence of two or more malignant cell clones prior to the emergence of the dominant clone (lanes 2, 5 and 8). Intraperitoneal injection of ∼106 putative tumor cells to pristane-primed normal C mice resulted uniformly in the outgrowth of a PCT that produced the same clonotypic M-spike (indicated by the same electrophoretic mobility) previously found in the donor mouse (not shown). This not only demonstrated that the aberrant PCs had completed malignant transformation, but also showed that immunoglobulin (Ig) expression is a reliable serum biomarker of IL6Myc-dependent tumors. Microarray-based global gene expression profiling demonstrated that PCT exhibited a characteristic gene expression profile distinct from that of normal untreated quiescent or activated proliferating B cells (Figure 1f). Principal component analysis of transcripts confirmed the tight clustering of tumor samples (n=11) versus B-cell samples (Figure 1g, left). At a false discovery rate of <0.05, analysis of variance revealed 5047 and 2210 Illumina probesets that showed significant differences between PCT and quiescent and proliferating B cells, respectively (Figure 1g, right). PCT-typical changes included upregulation of cancer-associated genes such as Plk3cg, S100a6 and Vegfa, and downregulation of B-cell genes such as Bcl6, Cd19 and Faim3 (Figure 1h). A remarkable feature of tumor-bearing C.IL6Myc mice was the infiltration of the bone marrow with malignant PCs as determined by flow cytometry. Figure 1i depicts the pathological accumulation of aberrant CD138+B220 PCs in the femur of one mouse containing an intermediate-stage PCT (top left) and the complete replacement of the normal marrow by a wall-to-wall infiltrate of malignant PCs in the base of the skull of another mouse with terminal disease (top right and bottom). Micro-CT analysis produced evidence for profound generalized and focal bone loss, including osteolytic lesions in long bones (Supplementary Movies) and separation of cranial sutures as recently seen in Bcl-XLMyc mice,38 indicating that C.IL6Myc mice are prone to MM-like bone disease. These results shall be reported in greater depth in a subsequent paper. These findings demonstrated the promise of strain C.IL6Myc for preclinical studies on human MM.

IL6Myc-driven PCTs are readily imaged using FDG-PET

To evaluate the feasibility of employing FDG-PET for the study of tumor progression in strain C.IL6Myc mice, we performed serial whole-body imaging of two pairs of age-matched Tg and control normal mice (Figure 2a, first study). PET imaging began at an early ‘premalignant' stage of tumor development (day 38 and 41 for mice 1 and 3, respectively) and ended at the stage of terminal disease that required killing humane reasons shortly after the final PET scan (day 143 and 169 for mice 1 and 3, respectively). Spaced in between the first and last scans, mice were imaged 3 more times; on days 68, 104 and 114 for mice 1 and 2 and on days 75, 104 and 125 for mice 3 and 4. The complete series of FDG-PET images of C.IL6Myc mouse 1 is presented in Figure 2b (top; the corresponding age-matched non-Tg control 2 is shown at the bottom). Changes very similar to those seen in mouse 1 were seen in mouse 3 (Supplementary Figure 1, left). End-stage whole-body tumor burden was visualized in three-dimensional renderings of the final FDG-PET/CT scan, represented by two different views of mouse 1 in Figure 2c. Essentially, identical changes were found in mouse 3 (Supplementary Figure 1, right). Necropsies of mice 1 and 3 performed immediately after the final imaging sessions revealed gross pathological findings similar to those presented in Figure 1c, and subsequent histopathological studies confirmed the diagnosis of PCT. These results provided strong suggestive evidence that integrated FDG-PET/CT imaging is a quality research tool for assessing spontaneously arising PCT in strain C.IL6Myc mice.

FDG-PET distinguishes early, intermediate and late stages of IL6/MYC-driven PCT

The reproducibility of the studies described above was assessed using the same PET schedule and two newly bred Tg mice 5 and 7 and age-matched controls 6 and 8 (Figure 2a, second study). Base FDG uptake of mouse 5 was measured at 38 days of age and tumor-dependent increases in metabolic activity were determined on days 68, 104, 114 and 152 (Supplementary Figure 1). Mouse 7 was imaged four times (days 38, 72, 101 and 122). The results of study 2, which generated 19 PET scans, largely confirmed the findings from the first study involving 20 scans, and also revealed difficulties in evaluating early stages of tumor progression in a fully reproducible and accurate manner. To address this problem and increase the PET data set of early IL6Myc-dependent changes, 7 additional Tg mice were imaged either thrice (9–14) or twice (15), at approximately monthly intervals between 28 and 106 days of age (Figure 2a, third study). Normal C mice were no longer included because the four controls from studies 1 and 2 demonstrated baseline levels of FDG uptake at all time points. Evaluation of the newly generated images from study 3 (n=20) permitted not only the detection of early stages of tumor development with greater confidence, and also led to the operational division of IL6Myc-driven PCT development into early (⩽76 days of age), intermediate (77–104 days) and late stages (>104 days) of tumor development. These stages will be used hereafter to quantitatively describe PCT progression using PET-derived parameters.

FDG-PET parameters permit quantitative analysis of PCT progression

The 39 serial FDG-PET scans of C.IL6Myc mice from studies 1 to 3 were analyzed in a standardized manner that relies on the algorithms described in the Methods section. VOIs were drawn in areas of focal FDG uptake to first determine tissue/lesion size (Figure 3a, top) and then estimate metabolic activity using the SUVmax (Figure 3a, bottom). The top panel of Figure 5 depicts the steady increase in mean volume of lymphoid tissues in the course of tumor progression, employing (1) three different peripheral lymph nodes (cervical (CLN), axillary (ALN) and inguinal (ILN)), (2) the assembly of 6–8 deep abdominal lymph nodes commonly referred to as the mesenteric node (MLN) and (3) the spleen (SPL). Volume increases varied considerably among tissues, ranging from 2.1-fold in case of ALN (11.5 mm3 at early stage of tumor development versus 24 mm3 at late stage) to 7.7-fold in case of MLN (106 vs 817 mm3). Elevations in SUVmax showed markedly less variation in comparisons among sites, indicated by a 1.37-fold increase (1.78–2.26) in CLN and a 2.26-fold increase (0.695–1.57) in ALN. These defined the minimal and maximal changes, respectively. Increases in mean SUV (SUVmean) were similarly consistent among all tissues (Supplementary Figure 2, top). Next, the tissue volume was multiplied by the SUVmean to estimate the TLG, a parameter that represents the total metabolic activity of each lesion. The bottom panel of Supplementary Figure 2 shows that tumor progression in IL6Myc-Tg mice was accompanied by a significant increase in TLG in all tissues. Unsurprisingly, if one considers its large increase in size during tumor development, the MLN exhibited the highest increase in TLG (12.7-fold). This was followed by ILN (6.12-fold), ALN (5.03-fold), SPL (4.11-fold) and CLN (3.81-fold). Linear regression analysis of PET image-derived measurements of VOI, SUVmax, SUVmean and TLG in the Tg mice uniformly demonstrated a significant correlation among PET parameters with age (Supplementary Figure 3). This not only strengthened the rationale for defining the three stages of tumor progression, but also suggested that PCT development is a continuous process during which tumor cells gradually increase metabolic activity while accumulating in lymphoid tissues. In agreement with the results presented in Figures 2b and c and Supplementary Figure 1, the MLN exhibited the steepest slope in all regression curves, indicating that tumor-dependent changes in VOI and SUVmax (Figure 3b) and SUVmean and TLG (Supplementary Figures 2 and 3) occur in this tissue site with maximum velocity. These findings provided further evidence for the usefulness of FDG-PET in assessing IL6Myc-driven tumor progression in a reproducible, objective manner.

Serum Ig and histopathologic analyses of PCT-bearing mice validate FDG-PET results

Because serum Ig levels are a well-established molecular biomarker of MM and related B-lineage neoplasms, serum Ig levels were determined by enzyme-linked immunosorbent assay. Figure 4a depicts the steady increase in the three main classes of serum Ig in the course of IL6Myc-dependent tumor progression. Compared with normal mice, Tg mice with late stage of disease exhibited a modest 3-fold increase in IgM levels, a marked 87-fold increase in IgG levels and a striking ∼1400-fold increase in IgA levels. In agreement with the known predilection of B cells from IL-6 Tg mice to produce IgG1,43 the increase in the levels of this isotype was greater (155-fold) than that of IgG2b (∼84-fold) and IgG2a (∼3-fold, Figure 4b). Serum protein electropherograms of three representative Tg mice at early, mid and late stages of tumor development helped to visualize the progressive hyperimmunoglobulinemia, inevitably resulting in the emergence of M-spikes in mice harboring incipient tumors (Figure 4c). Histopathologic analysis of tissue sections was next performed to validate PET-derived results on PCT progression using an independent method. The analysis revealed the steady accumulation of aberrant PCs in tissues, first noted in lymph nodes and spleen, then in the bone marrow, and finally in nonlymphoid tissues such as liver and kidney (Figure 5). These findings demonstrated that tumor progression changes detected by FDG-PET in C.IL6Myc mice are tightly correlated with increased Ig production and a vast expansion of the total PC compartment, strongly supporting the underlying rationale for the PET-based, lesion-specific staging system of IL6Myc-dependent PCT presented in Supplementary Figure 4.

FDG-PET enables assessment of objective treatment responses to proteasome inhibitor ixazomib

To test the possibility that FDG-PET gives us the means to assess objective myeloma drug responses in PCT-bearing mice in a preclinical setting, a small pilot study using six mice treated with the investigational proteasome inhibitor ixazomib (Millennium Pharmaceuticals, Inc., Cambridge, MA, USA)37, 44, 45 was performed (Figure 6a). Following imaging-based tumor diagnosis at 97–106 days of age, the mice were treated with bi-weekly intravenous injections of 7 mg/kg ixazomib—a dose shown to be well tolerated and effective in a recent study on PCT inhibition in Bcl-XLMyc mice.38 Follow-up PET scans demonstrated that ixazomib was remarkably active in 5 of 6 mice (16–20, Figure 6b), extending overall survival by 91.6 days on average (range 54–176 days). This corresponded to a near doubling of the mean life expectancy of treated mice (187.6 days) compared with untreated controls (96.1 days). The striking reduction in tumor burden after only three administrations of drug in one representative case (mouse 17) underscored the activity of ixazomib in IL6Myc mice (Figure 6c). Drug-induced tumor remission was deep in all five responders, but the duration of the response was variable (range 55–176 days). The most profound and sustained remission, which lasted for almost 6 months of continuous twice-weekly treatment, is described in greater detail in Figure 7. In this case, image-derived parameters, serum IgG2b levels and serum protein electrophoresis all detected the response to treatment, but only the imaging method detected the relapse. One mouse (21), an apparent outlier with regard to drug sensitivity, did not respond to ixazomib, suggesting primary refractory disease (Figure 8). The underlying reason, for example, drug-resistant PCT versus disease heterogeneity in C.IL6Myc mice resulting in neoplasms other than PCT, remained unknown. These results provided proof of principle that FDG-PET is suitable for measuring preclinical myeloma drug responses in a quantitative, reproducible and lesion-specific manner.


The main result of this study is the validation of FDG-PET as a preclinical research tool for assessing PCT progression and treatment responses in C.IL6Myc mice—a strain of mice genetically predisposed to a type of PC neoplasia that recapitulates several key features of human MM, including high-level production of paraproteins, changes in gene expression that are comparable to those seen in MM, infiltration of the bone marrow with malignant PCs and MM-like bone disease. The ability of FDG-PET to assess IL6Myc-driven tumor development in a serial, quantitative and stage-specific manner positions us to increase the value of strain C.IL6Myc for basic and translational myeloma studies. For example, preclinical evaluation of new strategies for MM treatment and prevention will no longer be limited to the widely used but imprecise end points of tumor onset and tumor incidence, but will also include tissue- and lesion-specific end points such as growth rate and metabolic activity of individual lymph nodes and relative tumor burden in medullary versus extramedullary tissue sites, as demonstrated in the studies described here with the proteasome inhibitor ixazomib. Use of these new end points is likely to increase the relevance of preclinical mouse MM-related studies and permit us to design preclinical co-trials of experimental MM drugs that mimic the circumstances of clinical trials more closely than possible in the past. The benefits of FDG-PET described above are not restricted to the C.IL6Myc model of MM, but should apply more generally to many other mouse models of this common blood cancer.

The findings reported here extend previous work by other investigators who pioneered the application of FDG-PET for studies of de novo tumor development in Tg mouse models of human pancreatic cancer,46 colon cancer47 and thymoma,48 and also encountered problems that limited the scope of their investigations. PET imaging in the pancreatic cancer model was limited to proof-of-principle in terms of tumor detection—no attempt was made to monitor tumor progression in individual mice in a quantitative, objective manner. In the colon cancer model, adenomas could only be visualized upon PET imaging ex vivo, as lesion-specific imaging in vivo was not feasible.47 The study on thymomas was inadvertently handicapped by the anatomic location of the thymus in close proximity to the heart—a tissue with major physiologic uptake of FDG that tends to overwhelm the comparably small changes in metabolic activity (FDG uptake) of nearby tissues. The FDG-PET approach used in the present study has overcome the shortcomings noted above. Our results are reliable because the PET-based findings on PCT development were confirmed by serum biomarker analysis (serum Ig levels; detection of paraproteins) and histopathological findings (tumor progression score). Indeed, the convergence of image-dependent and -independent results supports the contention that FDG-PET imaging of IL6Myc-dependent tumors recapitulates many features of MM imaging, including tumor staging, in the clinic.

This study also has limitations that must be addressed in future work. Compared with the wealth and sophistication of imaging methods available for patients with MM, the sole reliance here on one method, FDG-PET, is a reminder that preclinical imaging of PCT in mice is in its infancy. In imaging MM, MRI supplements PET in more ways than one; for example, MRI is viewed by many as superior in detecting active MM,49 and new modifications of MRI, such as diffusion-weighted and dynamic contrast-enhanced imaging,50 promise further improvement in the near future. Inclusion of micro-MRI, which is available for small laboratory animal imaging, is therefore warranted for future imaging studies of C.IL6Myc mice. Similarly, considering that CT is an established imaging method for assessing MM bone disease, micro-CT should be routinely included in future research on IL6Myc-dependent bone disease. Finally, with regard to PET tracers other than 18F-FDG, 18F-FLT (tracer of cell proliferation), 18F-NaF (tracer of bone formation) and 11C-methionine (tracer of protein synthesis)51 all show potential for enhanced MM imaging in the clinic but have not been evaluated in mouse models of MM. Our preliminary experience with FLT in C.IL6Myc mice resulted in disappointment thus far, agreeing with published findings on generally low uptake of FLT in mouse due to competition with high thymidine serum levels.52 Experiences of this sort suggest that it may be naive to expect that imaging modalities optimized for human MM can be readily adopted for preclinical MM imaging. Instead, additional research is warranted to work out optimal imaging protocols for mouse models of MM.


Supplementary Information accompanies this paper on Blood Cancer Journal website (

This research was performed by KD in partial fulfillment of the requirements for the Degree Master of Sciences in the Graduate Program of the University of Iowa Department of Pathology. We thank Ling Hu for expert mouse husbandry. This work was supported in part by the Intramural Research Program of the NIAID (to HCM), by NCI core Grant P30CA086862 in support of The University of Iowa Holden Comprehensive Cancer Center (HCCC), by an Oberley Research Grant from HCCC (to JJS), by research awards from the Multiple Myeloma Research and International Waldenström's Macroglobulinemia Foundations (to SJ) and by R01CA151354 from the NCI (to SJ).


AJB is a current employee of Takeda Pharmaceutica Company Ltd (Cambridge, MA, USA). All other authors declare no conflict of interest.

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Supplementary Material Supplementary Information Click here for additional data file (bcj201361x1.doc)

Supplementary Figure 1 Supplementary Figure 2 Supplementary Figure 3 Supplementary Figure 4 Supplementary Movie 1 Click here for additional data file (bcj201361x6.avi)

Supplementary Movie 2 Click here for additional data file (bcj201361x7.avi)

Article Categories:
  • Original Article

Keywords: GEMM (genetically engineered mouse model) of human cancer, preclinical cancer drug testing, plasma cell neoplasia.

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