Contrast Media & Molecular Imaging

Contrast Media & Molecular Imaging / 2021 / Article

Research Article | Open Access

Volume 2021 |Article ID 9918702 |

Atsuomi Kimura, Seiya Utsumi, Akihiro Shimokawa, Renya Nishimori, Neil J. Stewart, Yoshihiro Kamada, Hirohiko Imai, Hideaki Fujiwara, "Inflammation during Lung Cancer Progression and Ethyl Pyruvate Treatment Observed by Pulmonary Functional Hyperpolarized 129Xe MRI in Mice", Contrast Media & Molecular Imaging, vol. 2021, Article ID 9918702, 10 pages, 2021.

Inflammation during Lung Cancer Progression and Ethyl Pyruvate Treatment Observed by Pulmonary Functional Hyperpolarized 129Xe MRI in Mice

Academic Editor: Michael J. Evans
Received01 Apr 2021
Revised08 Jun 2021
Accepted17 Jun 2021
Published29 Jun 2021


This study aimed to assess the suitability of hyperpolarized 129Xe (HPXe) MRI for noninvasive longitudinal evaluation of pulmonary function in preclinical lung cancer models. A mouse model of lung cancer (LC) was induced in 5 mice by intraperitoneal injection of urethane, while a negative-control (NC) mice (N = 5) was prepared by injection of saline solution. Longitudinal HPXe MRI was performed over a 5-month period to monitor lung ventilation and gas exchange. The treatment efficacy of ethyl pyruvate (EP), an anti-inflammatory drug, to the mouse LC model was monitored using HPXe MRI by commencing administration of EP pre (early-phase) and 1-month post (late-phase) injection of urethane (N = 5 mice for each group). Gas-exchange function in LC mice was significantly reduced at 1-month after urethane injection compared with NC mice administered with saline (). Thereafter, it remained consistently lower than that of the NC group for the full 5-month measurement period. In contrast, the ventilation function of the LC model mice was not significantly different to that of the NC mice. Histological analysis revealed alveolar epithelial hyperplasia in LC mice alveoli at 1 month after urethane injection, and adenoma was confirmed 3 months after the injection. The early- and late-phase EP interventions were found to improve HPXe MRI metrics (reduced at 1 month postinjection of urethane) and significantly inhibit tumor growth. These results suggest that HPXe MRI gas-exchange metrics can be used to quantitatively assess changes in the precancerous lesion microenvironment and to evaluate therapeutic efficacy in cancer. Thus, HPXe MRI can be utilized to noninvasively monitor pulmonary pathology during LC progression and can visualize functional changes during therapy.

1. Introduction

Lung cancer is the leading cause of cancer mortality worldwide [1]. In Japan alone, the mortality rate and the number of lung cancer associated deaths reached 59.5% and 74,120, respectively, in 2017, and these numbers are predicted to further increase [2]. Moreover, there is a lack of effective lung cancer treatments and thus the development of novel drugs, for example, molecular targets and immune checkpoint inhibitors [3, 4], is of significant interest. Preclinical studies using small animals such as mice and rats are key steps in the assessment of the treatment efficacy of new drugs prior to consideration for clinical trials. Magnetic resonance imaging (MRI) is safe, nonionising and well-suited to repeated, longitudinal measurements and is therefore a powerful tool for treatment response assessment in a preclinical setting.

Hyperpolarized (HP) noble gas MRI is gaining significant attention in the preclinical arena as a robust method to evaluate respiratory abnormalities in ventilation and microstructure for small animal lung imaging [5]. In particular, hyperpolarized 129Xe (HPXe) can be imaged at low cost using natural abundance xenon gas [6]. It dissolves in lung tissues and red blood cells and gives rise to well separated peaks reflecting the chemical environment of the dissolved medium. These properties allow the evaluation of gas-exchange as well as ventilation function of the lung [7]. To make the most of these properties for preclinical lung functional assessment, we have developed a preclinical HPXe MRI system with custom-built flow-mode polarization apparatus to produce HPXe and deliver it to a mouse in a closed loop [8]. Hitherto, we successfully applied this system to early pathological detection and evaluation of treatments in chronic obstructive pulmonary disease (COPD) and pulmonary fibrosis using mice models [9, 10].

Whilst HP noble gas MRI is well-suited to the study of the respiratory pathologies, its application to lung cancer has been constrained by the lack of interaction between noble gases and cancer cells and a relative insensitivity to metabolic information. Previous studies were performed only after solid tumor nodules had fully developed [1118], with few studies exploring dissolved-phase 129Xe in lung cancer models to date [14, 17]. In light of these previous reports, we attempted to perform an exploratory HPXe MRI study in preclinical lung cancer. That is, in this work, we evaluated changes in pulmonary ventilation and gas exchange function during progression of pathology in a mouse model of lung cancer induced by urethane injection [19] using HPXe MRI. Additionally, to investigate the relationship between pulmonary functional and morphological changes during cancer progression, we performed histology measurements and compared them with the HPXe MRI metrics. Finally, we used HPXe MRI to monitor the response of pulmonary function to treatment with EP in the mouse model of lung cancer.

2. Materials and Methods

2.1. Animal Preparation

All experimental and animal care procedures conformed to the guidelines of Osaka University.

Ten male, eight-week-old, ddY mice (Japan SLC, Inc., Shizuoka, Japan) were included in this study. Mice initially underwent lung functional assessment with HPXe MRI at baseline, i.e., preceding any disease model treatment (0 months). Subsequently, mice were divided into two groups: a negative-control (NC) group (N = 5) and a lung cancer model group (LC group, N = 5). To induce lung cancer, a 500 μL saline solution of urethane (Tokyo Kasei, Tokyo, Japan) was intraperitoneally administrated to each mouse of the LC group (500 mg/kg body weight). The NC mice were intraperitoneally administered with a 500 μL saline solution. Subsequently, all mice were intratracheally administered with a 20 μL solution of saline daily for five months to replicate the experimental procedure used for ethyl pyruvate (EP) administration detailed as follows. Lung function was assessed in the two groups by HPXe MRI at 1, 2, 3, 4, and 5 months from the initial saline or urethane administration. The schematic diagram of experimental design is shown in Figure 1(a). Throughout MRI, mouse body temperature was maintained with warm water circulating through a rubber tube placed on the abdomen. As such, HPXe MRI was performed without tracheal intubation or tracheotomy and hence was entirely noninvasive. The survival rate of the whole procedure was 100% for both groups. After 5 months, mice were euthanized with a lethal dose of carbon dioxide gas to measure the number and size of lung surface tumors.

In addition to the NC and LC groups, a third, ethyl pyruvate (EP), an anti-inflammatory drug, treated group was prepared (N = 10). The EP-treated group was divided into two subgroups: an early-phase intervention group (N = 5) and a late-phase intervention group (N = 5). The schematic diagram of the experimental design of the EP treatment is shown in Figure 1(b). Initially, mice in the EP-treated group underwent a HPXe MRI baseline scan (0 months). Then, for the late-phase intervention group, a saline solution of urethane was intraperitoneally administrated to each mouse in the same manner as for the LC model mice. In addition, beginning 1 month after the urethane injection, a 20 μL solution of EP in saline (2.6 mg/kg, Tokyo Chemical Industry Ltd, Tokyo, Japan) was intratracheally administered to each mouse on five consecutive days within one week for four months. HPXe gas-exchange MRI was performed at 1, 2, 3, and 4 months from the initial urethane administration (i.e., 0, 1, 2, and 3 months from commencement of EP treatment).

For the early-phase intervention group, prior to the administration of the urethane-saline solution, a 20 μL solution of EP in saline was intratracheally administered to each mouse (2.6 mg/kg). Urethane administration was then performed as described above and thereafter, EP administration was continued on five consecutive days within one week for five months. HPXe gas exchange MRI was performed at 1, 2, 3, and 4 months from the initial urethane administration. After 5 months, mice of the late- and early-phase intervention groups were euthanized with a lethal dose of carbon dioxide gas to measure the number and size of lung surface tumors. Again, the survival rates of the whole 5-month procedure were 100% for the EP-treated group, after which mice were euthanized.

2.2. 129Xe Polarization and Gas Supply

HPXe was produced in a similar manner as previously described [9]. In brief, a gas mixture of 70% Xe (natural abundance, 26% 129Xe) and 30% N2 was supplied to a home-built continuous-flow 129Xe polarizer from a pre-mixed cylinder (Japan Air Gases Ltd., Tokyo, Japan) at a pressure of 0.15 atmospheres. The gas mixture was flowed continuously through a glass cell and 129Xe was polarized to ∼10% by irradiating a volume Bragg grating external-cavity diode laser with an output of 171 W and a wavelength of 794.6 nm (AW-SEOP; Aurea Works Corporation) onto the glass cell (see [20]). HPXe was subsequently compressed to atmospheric pressure via a diaphragm pump (LABOPORT® N86 KN.18, KNF Neuberger GmbH, Freiburg, Germany) and delivered directly and continuously from the polarizing cell to the mouse in the magnet. The gas mixture was flowed continuously at a rate of 50 mL/min to each mouse and was mixed with O2 (continuously supplied at 9 mL/min) and N2 (as a balance) in the mouse mask. The percentages of Xe, N2, and O2 spontaneously inhaled by the mice were 59%, 26%, and 15%, respectively.

2.3. MRI

All MRI measurements were performed on an Agilent Unity INOVA 400WB NMR spectrometer system (Agilent Technologies, Inc., Santa. Clara, CA, USA). A 9.4T vertical magnet with a bore width of 89 mm (Oxford Instruments Plc., Oxford, UK) was used. A self-shielded gradient probe was used in combination with Litz volume RF coils of 34 mm inner diameter, tunable to the Larmor frequencies of 129Xe (110.6 MHz) and 1H (399.6 MHz) (Clear Bore DSI-1117, Doty Scientific, Inc., Columbia, SC, USA). To acquire respiratory-gated images from spontaneously breathing mice, a respiratory sensor was used to synchronize the acquisition of HPXe lung images with inspiratory or expiratory phases as described previously [9].

HPXe images were acquired using a balanced steady-state free precession (bSSFP) sequence [9, 10] with either four 180° pulses or two 90° pulses to extract information about pulmonary gas exchange or ventilation function, respectively. Acquisition parameters are as follows: 1000-μs Gaussian-shaped RF pulse of flip angle α = 40°; acquisition bandwidth, 88 kHz; TR/TE = 3.6 ms/1.8 ms; echo train length, 8; number of shots, 4; number of averages, 8; coronal slice thickness, 20 mm; matrix, 64 × 32 with a field of view of 80 × 25 mm2. Acquisition was commenced after confirming a steady state signal by monitoring 129Xe MR spectra obtained by the application of an 8° hard RF pulse with an interval of two seconds.

2.4. Assessment of Pulmonary Function

Parameters of pulmonary gas exchange, fD (%), and fractional ventilation, ra, were derived from HPXe MR images as described previously [9]. Here, fD is the rate of HPXe magnetization diffusion from the gaseous Xe (in the alveoli) to Xe in the dissolved-phase (lung tissue and blood) within a given exchange time, as evaluated by the xenon polarization transfer contrast (XTC) method [21]. The XTC image was generated by acquiring bSSFP gas ventilation images at expiration, separated by the application of four frequency-selective 180° inversion pulses (interpulse delay 20 ms) at the Larmor frequency of dissolved-phase 129Xe. The resulting ventilation image intensities were then compared with those acquired without irradiating inversion pulses.

The fractional ventilation, ra, is the alveolar volume fraction of gas turned over in a single breath. After gas-phase HPXe magnetization in the lung was destroyed by two saturation 90° prepulses, a set of inspiratory images was acquired after n breathing cycles. n was incremented from 1 to 10 in steps of one, and then to 12, 15, and 20. From these images, a ra map was obtained by linear least squares fitting of the signal intensity as a function of n.

Maps of fD and ra were calculated pixel-by-pixel using in-house MATLAB (MathWorks, Inc., Natick, MA, USA) routines. Maps were subsequently averaged to obtain whole lung ra and fD values; and these values were compared between groups.

2.5. Lung Tumor Count

After HPXe MRI, mice were euthanized and lungs were extracted and immersed in 10% formalin at 25 cmH2O for at least 1 week. Surface tumors were counted, and tumor diameter was measured using calipers.

2.6. Histology

After lung tumor counting, the lungs of NC and LC model mice were processed for histology by staining with hematoxylin and eosin (H&E). Four coronal H&E-stained whole lung slices were obtained from each mouse and then captured using a digital microscope (Celestron LCD Microscope PRO <CE44345>; Celestron, LLC., Torrance, CA, USA).

In order to monitor morphological progression of the lung cancer model by urethane administration, three additional groups of LC model mice (“histological analysis” groups) were prepared at 1, 2, and 3 months after urethane injection (N = 3 mice for each timepoint) and histological images were obtained using the same protocol as described above.

2.7. Statistical Analysis

Statistical analysis was performed by Student's t-test or one-way ANOVA with Tukey–Kramer post-hoc analysis to identify significant differences between the NC, LC model, and EP-treated groups. All data are presented as mean ± standard deviation and/or box-and-whisker plots, and differences in functional parameters are considered significant at the level.

3. Results

Figures 2 and 3 show longitudinal fD (gas exchange) and ra (ventilation) maps and box plots of average values, respectively, over the 5-month measurement period, obtained from the NC and LC model mice groups. The average fD value of the LC model mice was significantly reduced compared with that of the NC mice at 1-month after urethane injection (fD_NC_1m = 7.0 ± 0.9% versus fD_LC_1m = 5.0 ± 0.7%, ). Throughout the remaining observation period of 5 months, the fD of the LC model mice continued to be significantly lower than that of the NC mice. In stark contrast, NC and LC mean ra values were not statistically different over the measurement period, and neither group showed tendency for decline in ventilation function. The spatial distribution of ra was relatively uniform compared with that of fD, which exhibited considerable spatial heterogeneity, particularly in LC model mice.

Figure 4 shows representative histological microphotographs as a function of scan timepoint for the histological analysis (LC) subgroup, and at 5 months for the NC group. Precancerous lesions classified as alveolar epithelial hyperplasia were observed at 1 month after urethane injection [22]. This was followed by a mixture of alveolar epithelial hyperplasia and atypical adenomatous hyperplasia at 2 months, and adenoma at 3 and 5 months. Figure 5 shows a qualitative visual comparison between the fD and ra maps and histological images for two representative LC model mice at 5 months. Regions of low fD exhibited good spatial correspondence with tumor regions on histological images.

Figures 6(a) and 6(b) show longitudinal fD maps and average values, respectively, over the 4-month measurement period, obtained from the EP-treated groups. For both of the late- and early-phase intervention groups, the average fD value at 1 month after urethane injection was significantly decreased compared with that of the base line (0 months), in a similar manner to that observed in the LC group. For the late-phase intervention group, the average fD value significantly increased at 4 months after urethane injection (i.e., 3 months after commencing EP treatment) when compared with that at 1 month. In contrast, for the early-phase intervention group, the average fD value was significantly improved (higher) at 2 months after urethane injection (2 months after commencing EP treatment) and continued to be higher for the remaining observation period when compared with that at 1 month.

Figure 7(a) shows representative photographs of the lungs of the LC, late-, and early-phase EP-intervention groups, highlighting several surface tumors in the LC group and a decreased number for the intervention groups. Figure 7(b) shows the total tumor number and size of the largest tumor obtained from the LC, late-phase intervention, and early-phase EP-intervention groups. The median tumor numbers of the late-phase and early-phase intervention groups were 7 and 3, respectively, and significantly decreased compared with that of the LC mice (median: 13). The median size of the largest tumor of the late-phase (2.2 mm) and early-phase (2.2 mm) intervention groups was also significantly lower than that of the LC mice (3.5 mm). There was no significant difference between the late- and early-phase intervention groups.

4. Discussion

In this study, lung functional assessment by HPXe MRI revealed abnormalities in gas-exchange rate, fD, in a urethane model of lung cancer in mice. This was characterized by a significantly lower mean fD value compared with that of the NC group at 1 month after urethane injection (Figures 2 and 3) and consistent gas exchange impairment for the remainder of the 5-month observation period. In contrast, the ra of the LC model mice was not significantly different to that of the NC mice, despite the fact that solid tumor lesions were confirmed histologically at 3 months after urethane administration. However, since we acquired “projection” images with no anterior-posterior spatial selectivity, the images represent the average gas distribution in that direction, reducing the sensitivity to regionally localized ventilation abnormalities. While tumors are known to be associated with ventilation defects on HPXe lung images, these defects are typically locally confined to cancer regions and are not expected to affect large regions of the mice lung [11]. Since the scale of tumors in this study is relatively small (see Figures 5 and 7), this likely prevents the observation of neoplastic lesions on ra maps. As such, we postulate that ra may be an unsuitable parameter for study of this cancer model, and any observed ventilation abnormality may reflect accompanying respiratory disorders, rather than the tumors themselves. For similar spatial selectivity reasons, it was difficult to locally identify the tumor regions on the fD maps; however, as shown in Figure 5, gas exchange defects were observed from two mice to be spatially correspondent to the solid tumor regions, which likely predominantly reflects true gas exchange pathology.

To elucidate the relationship between pulmonary gas exchange function and morphology during cancer progression, histological analysis was performed on subgroups of mice at 1, 2, and 3 months after urethane injection (Figure 4) and a range of neoplastic lesions was observed, similar to that reported in [23]. Alveolar epithelial hyperplasia was observed at 1 month after urethane injection, while adenoma was observed after 3 months after urethane injection. Therefore, the decrease of fD observed at 1 month in LC model mice (Figures 2(a) and 3(a)) can be associated with alveolar epithelial hyperplasia. To the best of our knowledge, this is the first report of the application of HPXe MRI to study gas exchange abnormalities in alveolar epithelial hyperplasia.

The reduction in fD appears to correspond to the thickening of alveolar epithelium, similar to the reported result that fD in a mouse model of lung fibrosis was also reduced due to thickening of the alveolar epithelium [9]. In the XTC measurement performed to derive fD, HPXe magnetization in the dissolved-phase is inverted, and this inverted HPXe magnetization is retransferred to the gas-phase, which causes a decrease of the gas phase signal that is used to infer an fD map. In our experiments, we performed XTC by applying 4 inversion pulses with interpulse delay of 20 ms, i.e., 80 ms of exchange time. When the alveolar epithelium becomes thickened, that is, the volume of the dissolved-phase compartment increases, it may be expected that fD would also increase; however this is contrary to our finding of reduced fD in LC mice. We postulate that HPXe might not reach equilibrium between the gas- and dissolved-phase compartments within 80 ms in thickened epithelia, and as a result, some of the inverted HPXe magnetization might not return to the gas-phase within that time. Since the inverted magnetization remaining in this dissolved-phase does not affect the gas-phase signal, the fD of the LC model mice might decrease. In our previous report using healthy mice, it took about 50 ms for the saturated dissolved-phase HPXe magnetization to reach equilibrium with that of the gas-phase [24]. Therefore, when the volume of the dissolved-phase compartment is increased due to alveolar hyperplasia, the time required to reach the equilibrium is likely extended.

According to [25], in lung cancer model mice, inflammation can occur as early as one week after urethane administration, which is reported to be correlated with the development and progression of lung cancer. Previously, we reported fD reductions in mice models of COPD and lung fibrosis [9, 10], attributed to bronchial and alveolar wall thickening resulting from inflammation. Therefore, in the present study, the alveolar epithelial hyperplasia observed histologically at 1 month after urethane injection was likely accompanied by the pulmonary inflammation. Accordingly, the observed impairment of gas exchange (reduction in fD) was possibly caused by pulmonary inflammation associated with alveolar epithelial hyperplasia, preceding the appearance of neoplastic lesions.

The major mechanism of alveolar epithelial hyperplasia is considered to be damage of the alveolar epithelium caused by pulmonary inflammation as mentioned above [25, 26]. This inflammation results in continuous release of inflammatory cytokines from inflammatory cells involving High-Mobility-Group-Box1 (HMGB1), which is one of the damage-associated-molecular-pattern (DAMP) molecules. In our previous reports, we suggested that HMGB1 was associated with fD reductions in mice models of COPD and lung fibrosis due to alveolar structural changes caused by inflammation [9, 10]. HMGB1 has been implicated not only in various inflammatory diseases but also in cancer development [27], and overexpression of HMGB1 has been observed in non-small cell lung cancer patients [28]. Once HMGB1 released from necrotic or apoptotic cells into the extracellular space binds to advanced glycation end product receptors and toll-like receptors in lung precancerous lesions, it activates the transcription factor nuclear factor-kappa B (NF-κB) signaling pathways and exacerbates inflammation and pathology [27].

EP has been shown to exhibit anti-inflammatory effects by downregulating HMGB1 expression through inactivation of NF-κB [29, 30]. Based on this mechanism, EP has been reported to show anticancer effects in vivo on liver cancer [3133], mesothelioma [34], diffuse large B-cell lymphoma [35], and angiogenesis using Lewis lung carcinoma cells subcutaneously injected into the flanks of mice [36]. Therefore, in order to test the hypothesis that the fD reduction observed at 1 month after urethane administration here is due to inflammation associated with HMGB1 secretion, we examined the therapeutic effect of EP on LC model mice by HPXe MRI. In the late-phase intervention group, fD gradually increased and showed a significantly larger value at 4 months than that at 1 month (Figure 6). In addition, the number and size of surface tumors in the late-phase intervention group were significantly decreased compared with those of the LC mice (Figure 7).

For the early-phase intervention group, even though EP was administered prior to urethane administration, the fD at 1 month was significantly lower than that of the baseline (0 months) to a similar degree as the LC group and late-phase intervention group. However, following that, the fD value recovered to a significantly larger value than that of the baseline at 2 months post urethane administration. This recovery in fD was maintained for the remaining observation period (Figure 6). The number of tumors in the early-phase intervention group was significantly reduced to about 25% of that of the LC group, and the median size of the largest tumor was also significantly reduced (Figure 7). Combining all results from the two intervention groups, the hypothesis of EP action described above appears to be supported.

5. Limitations

One of the main limitations of this study is that direct imaging of the dissolved-phase was not performed. Accordingly, it is challenging to explain the exact mechanisms of the decrease in gas exchange function due to inflammation in the LC model mice. Direct simultaneous imaging of the dissolve-phase and gas-phase HPXe would help to further clarify our hypothesis that the diffusion of HPXe between the gas- and dissolved-phase compartments does not reach equilibrium in 80 ms of exchange time as mentioned above [17].

A further limitation of this study is that morphological evaluation of the lung cancer was difficult. Hitherto, the morphological evaluation of urethane-induced lung cancer mouse models has been performed by x-ray CT, MRI, and PET [25, 3742]. According to those reports, the presence of cancer was confirmed 2 months after urethane administration by CT [25, 37, 38]. The evaluation of efficacy of drugs for lung cancer was also attempted by CT, and the effects of anti-inflammatory drugs on inhibition of tumor growth have been observed [43, 44]. In addition, the observation of lung cancer has been shown to be feasible by 1H MRI and PET, and its longitudinal changes were also evaluated [3942]. However, these reports were based on observations after cancer nodules had already developed, which is at a later stage than our functional evaluation. Therefore, the methods presented in the present study may be used in a complementary means with other imaging modalities to evaluate the efficacy of drugs after starting treatment.

6. Conclusions

In a murine model of lung cancer induced by urethane injection, lung functional impairment during cancer progression was detected by the HPXe MRI metric of gas-exchange, fD, concordant with the onset of alveolar epithelial hyperplasia. This metric shows potential as an indicator of tumor microenvironment, including inflammatory processes, preceding the appearance of atypical adenomatous hyperplasia and adenoma. EP treatment was found to improve the lung cancer induced gas exchange impairment and inhibit further lung cancer development. These findings suggest that HPXe dissolved-phase MRI is suitable for longitudinal monitoring and assessment of treatment response in preclinical lung cancer models.


LC:Lung cancer
NC:Negative control
EP:Ethyl pyruvate

Data Availability

The data used to support the findings of this study are available from the corresponding author upon request.

Conflicts of Interest

The authors declare that they have no conflicts of interest.


This work was supported by the Japan Society for the Promotion of Science (JSPS) KAKENHI (grant numbers JP15H03006 and 20H04516).


  1. R. Lozano, M. Naghavi, K. Foreman et al., “Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the global burden of disease Study 2010,” Lancet, vol. 380, no. 9859, pp. 2095–2128, 2012. View at: Google Scholar
  2. Cancer Registry and Statistics, Cancer Information Service, National Cancer Center, Tokyo, Japan, 2017.
  3. W. Jiang, G. Cai, P. C. Hu, and Y. Wang, “Personalized medicine in non-small cell lung cancer: a review from a pharmacogenomics perspective,” Acta Pharmaceutica Sinica B, vol. 8, no. 4, pp. 530–538, 2018. View at: Google Scholar
  4. S. Raju, R. Joseph, and S. Sehgal, “Review of checkpoint immunotherapy for the management of non-small cell lung cancer,” ImmunoTargets and Therapy, vol. 7, pp. 63–75, 2018. View at: Google Scholar
  5. H. Imai, A. Kimura, Y. Hori et al., “Hyperpolarized 129Xe lung MRI in spontaneously breathing mice with respiratory gated fast imaging and its application to pulmonary functional imaging,” NMR in Biomedicine, vol. 24, no. 10, pp. 1343–1352, 2011. View at: Google Scholar
  6. N. J. Stewart, G. Norquay, P. D. Griffiths, and J. M. Wild, “Feasibility of human lung ventilation imaging using highly polarized naturally abundant xenon and optimized three-dimensional steady-state free precession,” Magnetic Resonance in Medicine, vol. 74, no. 2, pp. 346–352, 2015. View at: Google Scholar
  7. R. S. Virgincar, J. C. Nouls, Z. Wang et al., “Quantitative 129Xe MRI detects early impairment of gas-exchange in a rat model of pulmonary hypertension,” Scientific Reports, vol. 10, no. 1, p. 7385, 2020. View at: Google Scholar
  8. H. Imai, A. Kimura, and H. Fujiwara, “Small animal imaging with hyperpolarized 129Xe magnetic resonance,” Analytical Sciences, vol. 30, no. 1, pp. 157–166, 2014. View at: Google Scholar
  9. S. Hodono, A. Shimokawa, N. J. Stewart et al., “Ethyl pyruvate improves pulmonary function in mice with bleomycin-induced lung injury as monitored with hyperpolarized 129Xe MR imaging,” Magnetic Resonance in Medical Sciences, vol. 17, no. 4, pp. 331–337, 2018. View at: Google Scholar
  10. A. Kimura, Y. Yamauchi, S. Hodono et al., “Treatment response of ethyl pyruvate in a mouse model of chronic obstructive pulmonary disease studied by hyperpolarized 129 Xe MRI,” Magnetic Resonance in Medical Sciences, vol. 78, no. 2, pp. 721–729, 2017. View at: Google Scholar
  11. J. P. Dugas, J. R. Garbow, D. K. Kobayashi, and M. S. Conradi, “Hyperpolarized 3He MRI of mouse lung,” Magnetic Resonance in Medical Sciences, vol. 52, no. 6, pp. 1310–1317, 2004. View at: Google Scholar
  12. R. H. Ireland, C. M. Bragg, M. McJury et al., “Feasibility of image registration and intensity-modulated radiotherapy planning with hyperpolarized helium-3 magnetic resonance imaging for non-small-cell lung cancer,” International Journal of Radiation Oncology Biology Physics, vol. 68, no. 1, pp. 273–281, 2007. View at: Google Scholar
  13. R. H. Ireland, O. S. Din, J. A. Swinscoe et al., “Detection of radiation-induced lung injury in non-small cell lung cancer patients using hyperpolarized helium-3 magnetic resonance imaging,” Radiotherapy and Oncology, vol. 97, no. 2, pp. 244–248, 2010. View at: Google Scholar
  14. H. Imai, A. Kimura, T. Ito, and H. Fujiwara, “Hyperpolarized 129Xe dynamic study in mouse lung under spontaneous respiration: application to murine tumor B16BL6 melanoma,” European Journal of Radiology, vol. 73, no. 1, pp. 196–205, 2010. View at: Google Scholar
  15. L. Mathew, A. Wheatley, R. Castillo et al., “Hyperpolarized 3He magnetic resonance imaging: comparison with four-dimensional x-ray computed tomography imaging in lung cancer,” Academic Radiology, vol. 19, no. 12, pp. 1546–1553, 2012. View at: Google Scholar
  16. N. J. Stewart, H. F. Chan, P. J. C. Hughes et al., “Comparison of 3He and 129Xe MRI for evaluation of lung microstructure and ventilation at 1.5T,” Journal of Magnetic Resonance Imaging, vol. 48, no. 3, pp. 632–642, 2018. View at: Google Scholar
  17. R. S. Virgincar, J. Dahlke, S. H. Robertson et al., “A portable ventilator with integrated physiologic monitoring for hyperpolarized 129Xe MRI in rodents,” Journal of Magnetic Resonance Imaging, vol. 295, pp. 63–71, 2018. View at: Google Scholar
  18. L. A. Loza, S. J. Kadlecek, M. Pourfathi et al., “Quantification of ventilation and gas uptake in free-breathing mice with hyperpolarized 129Xe MRI,” IEEE Transactions on Medical Imaging, vol. 38, no. 9, pp. 2081–2091, 2019. View at: Google Scholar
  19. A. Kellar, C. Egan, and D. Morris, “Preclinical murine models for lung cancer: clinical trial applications,” BioMed Research International, vol. 2015, Article ID 621324, 14 pages, 2015. View at: Publisher Site | Google Scholar
  20. R. Mizushima, K. Inoue, H. Fujiwara et al., “Multiplexed 129Xe HyperCEST MRI detection of genetically reconstituted bacterial protein nanoparticles in human cancer cells,” Contrast Media Molecular Imaging, vol. 2020, Article ID 5425934, 16 pages, 2020. View at: Publisher Site | Google Scholar
  21. K. Ruppert, J. R. Brookeman, K. D. Hagspiel, and J. P. Mugler, “Probing lung physiology with xenon polarization transfer contrast (XTC),” Magnetic Resonance in Medicine, vol. 44, no. 3, pp. 349–357, 2000. View at: Google Scholar
  22. B. D. Caniceiro, A. O. Latorre, H. Fukumasu et al., “Immunosuppressive effects of Pteridium aquilinum enhance susceptibility to urethane-induced lung carcinogenesis,” Journal of Immunotoxicology, vol. 12, no. 1, pp. 74–80, 2015. View at: Google Scholar
  23. J. M. Fritz, M. A. Tennis, D. J. Orlicky et al., “Depletion of tumor-associated macrophages slows the growth of chemically induced mouse lung adenocarcinomas,” Frontiers in Immunology, vol. 5, p. 587, 2014. View at: Google Scholar
  24. H. Imai, A. Kimura, S. Iguchi et al., “Noninvasive detection of pulmonary tissue destruction in a mouse model of emphysema using hyperpolarized 129Xe MRS under spontaneous respiration,” Magnetic Resonance in Medicine, vol. 64, no. 4, pp. 929–938, 2010. View at: Google Scholar
  25. G. T. Stathopoulos, T. P. Sherrill, D. S. Cheng et al., “Epithelial NF-kappaB activation promotes urethane-induced lung carcinogenesis,” Proceedings of the National Academy of Sciences of the United States of America, vol. 104, no. 47, pp. 18514–18519, 2007. View at: Google Scholar
  26. C. Xu, L. Zhou, L. Lu et al., “Inflammation has a role in urethane-induced lung cancer in C57BL/6J mice,” Molecular Medicine Report, vol. 14, no. 4, pp. 3323–3328, 2016. View at: Google Scholar
  27. L. Wu and L. Yang, “The function and mechanism of HMGB1 in lung cancer and its potential therapeutic implications,” Oncology Letters, vol. 15, no. 5, pp. 6799–6805, 2018. View at: Google Scholar
  28. Q. Xia, J. Xu, H. Chen et al., “Association between an elevated level of HMGB1 and non-small-cell lung cancer: a meta-analysis and literature review,” OncoTargets and Therapy, vol. 9, pp. 3917–3923, 2016. View at: Google Scholar
  29. Y. Han, J. A. Englert, R. Yang, R. L. Delude, and M. P. Fink, “Ethyl pyruvate inhibits nuclear factor-kappaB-dependent signaling by directly targeting p65,” Journal of Pharmacology and Experimental Therapeutics, vol. 312, no. 3, pp. 1097–1105, 2005. View at: Google Scholar
  30. M. W. Chang, J. Ming, and J. W. Hui, ““Effect of NF-κB inhibitor on high-mobility group protein B1 expression in a COPD rat model,” Molecular Medicine Reports, vol. 7, no. 2, pp. 499–502, 2013. View at: Google Scholar
  31. X. Liang, A. R. Chavez, N. E. Schapiro et al., “Ethyl pyruvate administration inhibits hepatic tumor growth,” Journal of Leukocyte Biology, vol. 86, no. 3, pp. 599–607, 2009. View at: Google Scholar
  32. H. X. Yan, H. P. Wu, H. L. Zhang et al., “p53 promotes inflammation-associated hepatocarcinogenesis by inducing HMGB1 release,” Journal of Hepatology, vol. 59, no. 4, pp. 762–768, 2013. View at: Google Scholar
  33. P. Cheng, W. Dai, F. Wang et al., “Ethyl pyruvate inhibits proliferation and induces apoptosis of hepatocellular carcinoma via regulation of the HMGB1-RAGE and AKT pathways,” Biochemical and Biophysical Research Communications, vol. 443, no. 4, pp. 1162–1168, 2014. View at: Google Scholar
  34. L. Pellegrini, J. Xue, D. Larson et al., “HMGB1 targeting by ethyl pyruvate suppresses malignant phenotype of human mesothelioma,” Oncotarget, vol. 8, no. 14, pp. 22649–22661, 2017. View at: Google Scholar
  35. T. Zhang, X. W. Guan, J. G. Gribben, F. T. Liu, and L. Jia, “Blockade of HMGB1 signaling pathway by ethyl pyruvate inhibits tumor growth in diffuse large B-cell lymphoma,” Cell Death & Disease, vol. 10, no. 5, p. 330, 2019. View at: Google Scholar
  36. S. Y. Park, E. Y. Yi, M. Jung, Y. M. Lee, and Y. J. Kim, “Ethyl pyruvate, an anti-inflammatory agent, inhibits tumor angiogenesis through inhibition of the NF-κB signaling pathway,” Cancer Letters, vol. 303, no. 2, pp. 150–154, 2011. View at: Google Scholar
  37. Y. Hori, N. Takasuka, M. Mutoh et al., “Periodic analysis of urethane-induced pulmonary tumors in living A/J mice by respiration-gated X-ray microcomputed tomography,” Cancer Science, vol. 99, no. 9, pp. 1774–1777, 2008. View at: Google Scholar
  38. R. D. Rudyanto, G. Bastarrika, G. de Biurrun et al., “Individual nodule tracking in micro-CT images of a longitudinal lung cancer mouse model,” Medical Image Analysis, vol. 17, no. 8, pp. 1095–1105, 2013. View at: Google Scholar
  39. A. Bianchi, S. Dufort, P. Y. Fortin et al., “In vivo MRI for effective non-invasive detection and follow-up of an orthotopic mouse model of lung cancer,” NMR in Biomedicine, vol. 27, no. 8, pp. 971–979, 2014. View at: Google Scholar
  40. A. L. Gomes, P. Kinchesh, S. Gilchrist et al., “Cardio-Respiratory synchronized bSSFP MRI for high throughput in vivo lung tumour quantification,” PLoS One, vol. 14, no. 2, Article ID e0212172, 2019. View at: Google Scholar
  41. B. Cheng, H. He, T. Huang et al., “Gold nanosphere gated mesoporous silica nanoparticle responsive to near-infrared light and redox potential as a theranostic platform for cancer therapy,” Journal of Biomedical Nanotechnology, vol. 12, no. 3, pp. 435–449, 2016. View at: Google Scholar
  42. L. W. Locke, M. W. Mayo, A. D. Yoo, M. B. Williams, and S. S. Berr, “PET imaging of tumor associated macrophages using mannose coated 64Cu liposomes,” Biomaterials, vol. 33, no. 31, pp. 7785–7793, 2012. View at: Google Scholar
  43. T. Ueno, K. Imaida, M. Yoshimoto et al., “Non-invasive X-ray micro-computed tomographic evaluation of indomethacin on urethane-induced lung carcinogenesis in mice,” Anticancer Research, vol. 32, no. 11, pp. 4773–4780, 2012. View at: Google Scholar
  44. K. Ramasamy, L. D. Dwyer-Nield, N. J. Serkova et al., “Silibinin prevents lung tumorigenesis in wild-type but not in iNOS-/- mice: potential of real-time micro-CT in lung cancer chemoprevention studies,” Clinical Cancer Research, vol. 17, no. 4, pp. 753–761, 2011. View at: Google Scholar

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