- Original research
- Open Access
Effects of metformin on tumor hypoxia and radiotherapy efficacy: a [18F]HX4 PET imaging study in colorectal cancer xenografts
EJNMMI Research volume 9, Article number: 74 (2019)
In a colorectal cancer xenograft model, we investigated the therapeutic effect of metformin on tumor hypoxia with [18F]flortanidazole ([18F]HX4) small-animal positron emission tomography (μPET). We also assessed the additive effect of metformin on long-term radiotherapy outcome and we studied the potential of [18F]HX4 as a predictive and/or prognostic biomarker within this setup.
Colo205-bearing mice (n = 40) underwent a baseline [18F]HX4 hypoxia μPET/computed tomography (CT) scan. The next day, mice received 100 mg/kg metformin or saline intravenously (n = 20/group) and [18F]HX4 was administered intravenously 30 min later, whereupon a second μPET/CT scan was performed to assess changes in tumor hypoxia. Two days later, mice were further divided into four therapy groups (n = 10/group): control (1), metformin (2), radiotherapy (3), and metformin + radiotherapy, i.e., combination (4). Then, they received a second dose of metformin (groups 2 and 4) or saline (groups 1 and 3), followed by a single radiotherapy dose of 15 Gy (groups 3 and 4) or sham irradiation (groups 1 and 2) 30 min later. Tumor growth was followed three times a week by caliper measurements to assess the therapeutic outcome.
[18F]HX4 uptake decreased in metformin-treated tumors with a mean intratumoral reduction in [18F]HX4 tumor-to-background ratio (TBR) from 2.53 ± 0.30 to 2.28 ± 0.26 (p = 0.04), as opposed to saline treatment (2.56 ± 0.39 to 3.08 ± 0.39; p = 0.2). The median tumor doubling time (TDT) was 6, 8, 41, and 43 days in the control, metformin, radiotherapy and combination group, respectively (log-rank p < 0.0001), but no metformin-specific therapy effects could be detected. Baseline [18F]HX4 TBR was a negative prognostic biomarker for TDT (hazard ratio, 2.39; p = 0.02).
Metformin decreased [18F]HX4 uptake of Colo205-tumors, but had no additive effect on radiotherapy efficacy. Nevertheless, [18F]HX4 holds promise as a prognostic imaging biomarker.
Metformin, an antidiabetic that reduces hepatic gluconeogenesis, has gained significant interest in the oncological field over the last decades. This interest in metformin for cancer treatment stems from clinical observations in diabetes patients that metformin use was associated with significantly lower cancer incidence and improved prognosis . Since then, the use of metformin as an anticancer therapeutic in non-diabetic cancer patients, including colorectal cancer (CRC) [2, 3], has been tested in different clinical trials, from which the first results are encouraging [2, 4]. Studies aiming at elucidating metformin’s anti-cancer properties have revealed a complex interplay with different molecular targets, including adenosine monophosphate-activated protein kinase (AMPK), mammalian target of rapamycin (mTOR) complex 1 and complex I of the mitochondrial electron transport chain (ETC) . Moreover, by reducing insulin/insulin-like growth factor-1 signaling, metformin may also systemically inhibit cancer development .
Metformin’s direct inhibitory effects on complex I of the ETC may at least partially explain the potentiated radiotherapy response observed in diabetes patients with cancer who underwent radiotherapy [5,6,7] and in different non-diabetic xenograft models treated with metformin and irradiation [8,9,10]. Indeed, inhibition of the ETC results in a decrease in cellular oxygen consumption and thus reoxygenation of hypoxic cells . This is crucial for radiotherapy to be effective, since the oxygen radicals (as formed by radiation) may inflict damage that is more difficult to repair, as postulated in the ‘oxygen fixation’ hypothesis .
To fully exploit the results of current and future prospective clinical trials in which metformin is being investigated as a radiosensitizer, biomarkers are crucial. Non-invasive molecular imaging such as positron emission tomography (PET) offers advantages over other techniques . For instance, imaging biomarkers allow non-invasive and serial studies of the entire tumor mass in vivo, thereby coping with intratumoral heterogeneity. They can confirm the specificity of on-target drug effects, provide evidence of biological activity and identify patients who are the most likely to benefit. Moreover, PET can help to evaluate drug efficacy much earlier than anatomical imaging techniques [12, 13].
Seeing the hypoxia-modulating effects of metformin, quantification of tumor hypoxia with PET may be very useful as a biomarker. Many of the developed radiotracers that accumulate in hypoxic tissue are 18F-labeled 2-nitroimidazole derivatives, such as [18F]flortanidazole ([18F]HX4). Only under conditions of low oxygenation (i.e., ≤ 10 mmHg), these molecules are reduced and the resulting reactive intermediates are retained by viable hypoxic cells, but not by apoptotic or necrotic cells. In the presence of oxygen, the intermediate products are re-oxidized into the parent 2-nitroimidazole compound which diffuses out of the cell .
In a previous study, we demonstrated that [18F]HX4 PET holds potential as a predictive and prognostic imaging biomarker in an A549 non-small cell lung cancer (NSCLC) xenograft model treated with metformin and single-dose radiotherapy . Our results support performing further clinical trials to assess the value of baseline [18F]HX4 PET to identify NSCLC patients who could potentially benefit from adding metformin to radiotherapy, since metformin’s therapeutic benefit may depend on the baseline degree of tumor hypoxia. However, also tumor-specific differences may influence the ability of hypoxic cell-radiosensitizing therapeutics such as metformin . At present, different phase II clinical trials have been set up in which metformin is incorporated in chemoradiotherapy in non-diabetic CRC patients (e.g., NCT02437656, NCT03053544). Therefore, we investigate herein the potential of [18F]HX4 PET in the Colo205 CRC xenograft model in which we have previously shown substantial degrees of baseline hypoxia [15, 16]. In order to gain a better understanding of the underlying mechanisms of our in vivo observations, we performed an ex vivo validation experiment in a separate cohort of tumor-bearing mice.
The experimental protocol was approved by the Antwerp University Ethical Committee for Animal Experiments (2018-04) and all experiments were performed in accordance with European and Belgian regulation. Female CD-1 athymic nude mice at an age of 6–7 weeks (n = 64; Charles River) were group-housed (up to six animals per cage) in individually ventilated cages under a 12-h light/dark cycle in a temperature- and humidity-controlled environment, provided with certified rodent diet and fresh water ad libitum, and cage enrichment.
Human Colo205 CRC cells (PerkinElmer) were routinely cultured in RPMI 1640 medium (Invitrogen) as previously described . Colo205 cells were harvested by trypsinization with 0.05% trypsin-EDTA (Invitrogen), washed two times with sterile phosphate-buffered saline, counted using the Muse Cell Count and Viability Assay (Merck Millipore) and resuspended in sterile phosphate-buffered saline at a concentration of 2 × 107 viable cells per milliliter. Mice were inoculated with 100 μL cell suspension in the right hind leg (n = 40; imaging study) or both hind legs (n = 24; histology study). When tumors became palpable, tumor diameters were measured with a digital caliper three times a week and tumor volumes were approximated with the formula 0.5 × length × width2.
[18F]HX4 was prepared as previously described . Radiotracer was obtained with a radiochemical purity of more than 99% and a radiochemical yield of 23% ± 3% (decay-corrected to end of bombardment; n = 8). The molar activity was 346 ± 51 GBq/μmol (decay-corrected to end of synthesis; n = 8).
The study design is shown in Fig. 1a. Colo205 tumor-bearing mice with a mean tumor volume of 232 ± 22 mm3 mice underwent a baseline [18F]HX4 scan (=day 0). Approximately 18.5 MBq in a final volume of 200 μL saline was administered as a bolus injection via the tail vein. During image acquisition, which started 180 min after tracer administration , the animals were anesthetized with isoflurane (induction, 5%; maintenance, 1%–2%; Abbott) and medical oxygen (100%), body temperature was kept constant at 37°C using a feedback-controlled warm airflow (Minerve), and respiration was continuously monitored using the Monitoring Acquisition Module (Minerve). A static small-animal PET (μPET) acquisition (20 min) followed by an 80 kV/500 μA computed tomography (CT) acquisition (10 min) was performed on an Inveon μPET/CT scanner (Siemens Preclinical Solutions). Figure 1b summarizes the scan protocol. The next day (=day 1), mice were divided into two groups to achieve comparable tumor volumes (333 ± 50 mm3 vs. 286 ± 43 mm3, respectively; p = 0.4) and were given a 100 mg/kg-dose of metformin hydrochloride (ABC Chemicals) in a final volume of 100 μL of saline (n = 20) or the same volume of saline alone (n = 20) intravenously. Thirty minutes later, the animals were injected with approximately 18.5 MBq of [18F]HX4 intravenously, whereupon a follow-up μPET/CT scan was performed to assess changes in tumor hypoxia (Fig. 1a). One mouse could not be rescanned due to unsuccessful tracer administration.
PET images were reconstructed using 4 iterations × 16 subsets of a 3-dimensional ordered subset expectation-maximization algorithm after Fourier rebinning. Normalization, as well as correction for dead time, scatter, and attenuation, was applied. The μPET/CT images were analyzed with PMOD v3.3 software (PMOD Technologies). An elliptic volume-of-interest that enclosed the entire tumor was positioned manually and was centered on the tumor area that showed maximal radiotracer uptake. Then 3-dimensional isocontours at 60% of the maximum pixel value within this volume-of-interest were drawn automatically. TBRs were determined using heart, dominated by the blood pool contributions, as a measure of vascular background. The heart was manually delineated on the CT images of each mouse . Tumors were also manually delineated on the CT images for determination of the tumor volumes.
Two days after the follow-up scan (=day 3), tumor-bearing mice that received metformin were further divided into a metformin monotherapy group and a metformin + radiotherapy group (hereinafter referred to as “combination”; n = 10/group). Mice that received saline were further divided into a control group and a radiotherapy group (n = 10/group; Fig. 1c). All groups had comparable body weight, tumor volume and baseline [18F]HX4 uptake (Table 1). The animals of the metformin groups received a second 100 mg/kg-dose of metformin hydrochloride, and the mice of the saline groups were administered saline. Thirty minutes after treatment, a single dose of radiotherapy was administered to the radiotherapy groups. The control group and the metformin monotherapy group received sham irradiation. In short, during irradiation, the animals were anesthetized with isoflurane (induction, 5%; maintenance, 1%–2%) and positioned within the self-contained X-ray system XRAD 320 (Precision X-Ray). The whole body of the animals was shielded using lead, except for the tumor-bearing leg. Irradiation was delivered at a rate of 100 cGy/min with 320 kV X-rays. Tumors received a single dose of 15 Gy. Animals that received sham irradiation were anesthetized and positioned within the X-ray system for 15 min but were not irradiated. After the irradiation experiment, growth of tumors was monitored until they reached a volume of 1500 mm3 (the ethical endpoint of the study). After reaching the endpoint, animals were sacrificed and tumors were collected for ex vivo validations on tumor tissue. The tumor doubling time (TDT), that is, the time to reach twice the baseline volume, was used as a proxy for progression-free survival (i.e., the proportion of animals without tumor doubling) and was defined as the endpoint.
To investigate the immediate therapy effects of metformin and radiotherapy on tumor hypoxia, proliferation and apoptosis rate, a satellite study was performed on a separate cohort without imaging for the purpose of histological analysis. The study design is shown in Fig. 1d. Two weeks after inoculation, Colo205 tumors reached a volume of 254 ± 24 mm3. At this point, 1 h after intraperitoneal administration of 60 mg/kg pimonidazole hydrochloride (Hypoxyprobe), four animals were euthanized via cervical dislocation for the ex vivo evaluation of the baseline tumor parameters. One day later, four animals received a single 100 mg/kg dose of metformin hydrochloride intravenously, and 60 mg/kg pimonidazole hydrochloride intraperitoneally 30 min later. After 1 h, animals were euthanized. The next day, the remaining animals (n = 16) were divided into four therapy groups with comparable body weight and tumor volume (n = 4/group; Table 2) which underwent the same treatments as their counterparts of the imaging study (Fig. 1c). Twenty-four hours and 48 h later, respectively, 2 randomly chosen animals per group were administered pimonidazole and euthanized 1 h later, for the ex vivo evaluation of early therapy effects.
Immediately following sacrifice of the animals, tumor tissue was resected, formalin-fixed and paraffin-embedded. Tissue sections of 3 mm thick were mounted on SuperFrost microscope slides (Menzel-Glaser) for immunostaining with primary antibodies targeting Ki67 (1:300; Cell Signaling Technology, #9027), cleaved caspase-3 (CC3; 1:300; Cell Signaling Technology, #9661) and a pre-conjugated pimonidazole-fluorescein isothiocyanate (FITC; 1:100; Hypoxyprobe; not for the animals of the imaging study); and secondary anti-rabbit horseradish peroxidase (HRP)-labeled SignalStain Boost detection reagent (ready-to-use; Cell Signaling Technology; for Ki67 and CC3) or anti-FITC antibody labeled with HRP (1:100; Hypoxyprobe; for pimonidazole). Stainings were performed according to the manufacturers’ instructions.
Slices were examined under a CX31 light microscope (Olympus). Ki67 staining was scored by two independent researchers. For quantification of CC3 and pimonidazole staining, 5–15 fields of 1 section per tumor were photographed at × 200 magnification (0.17 μm/pixel) using a DS-Fi1 camera (Nikon) and specialized NIS-Elements D software (Nikon), thereby avoiding areas of high necrosis. From these pictures, the mean total percentages of CC3 and pimonidazole, respectively, were semi-automatically quantified using a customized segmentation script (available upon request) based on spectral deconvolution and channel-dependent thresholding, implemented in Fiji software (ImageJ).
Changes in [18F]HX4 TBR were evaluated with a Wilcoxon matched-pairs signed-rank test. In vivo baseline parameters and ex vivo immunohistochemistry data were analyzed using Mann-Whitney U tests, or Kruskal-Wallis tests with Dunnett’s post-hoc analysis (Prism 8, GraphPad Software). Non-parametric tests were used since most of the in vivo data were not normally distributed and the ex vivo sample size was limited. Data are expressed as mean ± standard error of the mean (SEM).
Differences in TDT were analyzed using the Kaplan-Meier technique (with log-rank test) and Cox proportional hazards regression (Stata 15.1, StataCorp LLC). Therapy-specific effects were assessed by estimating the interaction term of treatment and [18F]HX4 uptake. [18F]HX4 TBR (which was not normally distributed) was log-transformed for these analyses. Model checks for goodness-of-fit and proportional hazards assumption were performed as appropriate. Results are reported as hazard ratios (HR) with 95% confidence intervals (CI). P values < 0.05 were considered statistically significant.
Metformin reduces tumor hypoxia in Colo205 tumors
In animals treated with metformin 30 min prior to tracer injection, [18F]HX4 TBR decreased from 2.53 ± 0.30 at baseline to 2.28 ± 0.26 (p = 0.04; Fig. 2a), but not in the animals treated with saline (2.56 ± 0.39 to 3.08 ± 0.39; p = 0.2; Fig. 2b). The mean tumor volume in both metformin- and saline-treated mice increased between the baseline and the follow-up scan 1 day later (333 ± 50 mm3 to 371 ± 62 mm3; p = 0.002 (Fig. 2c) and 286 ± 43 mm3 to 330 ± 52 mm3; p = 0.003 (Fig. 2d), respectively). Figure 2e shows representative [18F]HX4 PET/CT images of metformin- and saline-treated animals before and after therapy administration.
Metformin does not increase radiosensitivity in Colo205 tumors
Figure 3 shows how a single dose of metformin did not exert a significant effect on TDT (median TDT 8 days vs. 6 days compared to controls; HR, 1.36; 95% CI, 0.51–3.65; p = 0.5). In comparison, radiotherapy significantly extended median TDT to 41 days (HR, 0.05; 95% CI, 0.01–0.18; p < 0.0001) compared to controls. Metformin had however no additive effect on the radiotherapy response in this model since median TDT only increased with 2 days compared to radiotherapy alone (median TDT 43 days; HR, 1.31; 95% CI, 0.44–3.91; p = 0.6). Moreover, a complete tumor eradication was observed in 3 of the 10 animals after radiotherapy, but not in any of the other groups.
At time-of-sacrifice (i.e., a tumor volume of 1500 mm3), tumor cell proliferation (as measured by the relative number of Ki67-positive nuclei in the tumor) was visually, but not significantly decreased in radiotherapy-treated (55% ± 10%) and combination-treated (55% ± 15%) animals compared to controls (75% ± 5%) and metformin-treated (68% ± 3%) animals (p = 0.4; Fig. 4a, b). Accordingly, visually, but not significantly more apoptosis (determined by the relative number of CC3-positive cells in tumor) was detected in radiotherapy-treated (3.36% ± 0.53%) and combination-treated (3.74% ± 0.56%) tumors compared to controls (2.14% ± 0.62%) and metformin-treated (2.47% ± 0.23%) animals (p = 0.2; Fig. 4c, d).
[18F]HX4 PET shows promise as a prognostic biomarker
Controlling for the effect of radiotherapy showed that a 10.0% increase in [18F]HX4 TBR was associated with an 8.6% increase in the hazard of tumor doubling (p = 0.02). Thus, baseline [18F]HX4 PET holds potential as a prognostic biomarker for TDT within this setup. However, neither baseline [18F]HX4 TBR nor the change in [18F]HX4 TBR at follow-up had a predictive value for radiotherapy treatment effect in the Colo205 tumor model.
Figure 5 summarizes the results of the histology study. No immediate effect of metformin on tumor hypoxia could be detected with pimonidazole. Nevertheless, visually, we concluded that 48 h post-therapy hypoxia was decreased in metformin-treated animals as compared to controls (3.48% ± 0.83% vs. 10.79% ± 5.06%; p = 0.3). However, due to the large standard error in the control group, significance was not reached (Fig. 5a, b). No such differences were observed in the Ki67 staining (Fig. 5c, d). For CC3, compared to controls (3.33% ± 0.8%), the percentage of apoptosis was visually higher in the radiotherapy group (6.06% ± 1.30%; p = 0.1) and significantly higher in the combination group (8.31% ± 0.78%; p = 0.01) 48 h after therapy administration (Fig. 5e, f).
In Colo205 CRC xenograft tumors, baseline [18F]HX4 μPET acted as a prognostic biomarker for TDT. Moreover, acute metformin administration generated a decrease in [18F]HX4 TBR of approximately 9%. This finding confirms our earlier observations in A549 NSCLC xenograft tumors, in which a 10% reduction in [18F]HX4 TBR was measured . However, metformin’s hypoxia reduction did not improve radiotherapy outcome in Colo205 tumors in the current study.
Several hypotheses may explain this unexpected lack of radiosensitizing effect of metformin, which opposes previous observations made in HCT116 and A549 xenograft tumors [8, 10]. First, we observed a significant increase in tumor volume in both the animals of the metformin and saline group in the 24 h time span between their baseline and follow-up scan, which we had not observed in our similar study in the NSCLC model (427 ± 36 mm3 to 418 ± 37 mm3; p = 0.3; unpublished data). This observation was confirmed in the high baseline Ki67 expression in the histology study. Both findings suggest that our experiment was initiated in a highly proliferative phase of tumor growth. Since tumors with a high proliferative activity have been shown to be more responsive to radiotherapy , the additive effect of metformin may have been masked by the already high susceptibility to the effects of radiotherapy of the tumors. Indeed, the applied dose of radiotherapy on itself was unexpectedly very effective with the median TDT almost being sevenfold higher in all radiotherapy-treated animals as opposed to controls (i.e., 41 days and 43 days vs. 6 days), without any additional effect of metformin. These observations were also reflected in the histology study, where 48 h after irradiation increased rates of apoptosis could be observed in both radiotherapy groups. This was however not seen in the Ki67 labeling index. Nevertheless, our results are in line with those obtained in head and neck cancer xenografts treated with a single dose of 10 or 20 Gy, where no changes in Ki67 expression were observed 24 h or 48 h after therapy . On top of this, high proliferation may be coupled too quickly changing oxygenation dynamics . Thus, the degree of hypoxia may have changed in the time span between the μPET scans and therapy administration, thereby potentially hampering metformin’s radiosensitizing capacities [5, 10, 21]. This assumption may be supported by the observation that, as opposed to its modulatory effects on [18F]HX4, metformin did not affect pimonidazole staining. However, this ex vivo technique only allows inter-animal assessment, as opposed to the intra-animal differences detected with μPET, and is prone to sampling error. Moreover, the limited sample size of the histology cohort (in order to limit the number of animals in this exploratory satellite study) provided lower statistical power.
In this regard, it could also be argued that the administered radiotherapy dose of 15 Gy was too high to see the radiosensitizing effect of metformin. Nevertheless, the 15 Gy dose was based on comparable research  in a CRC model with a radiosensitivity profile similar to Colo205  and was, moreover, consciously administered as a single exposure, since it has been suggested that the reoxygenation that can occur during the course of fractionated radiation regimens may compromise the efficacy of radiosensitizers [23, 24], in this way potentially hampering the interpretation of their sensitizing capacities which we aimed to in the current study.
A second hypothesis for the lack of additive effect of metformin in Colo205, but not HCT116 and A549 tumors, is that metformin may also exert synergistic effects via antiproliferative mechanisms which are not related to hypoxia , for instance via altering DNA damage and repair kinetics [5, 6, 25]. In this regard, it should be taken into account that the A549 cell line is known to be particularly susceptible to such effects of metformin . Conversely, the antiproliferative efficacy of metformin has been questioned in a variety of other models [27,28,29,30,31,32,33,34], including Colo205 cells in vitro . Our current data also cast doubt on the metformin-sensitivity of Colo205 tumors in vivo since no effect of metformin on the Ki67 index could be detected. For Colo205, this observed lack of antiproliferative effect may be explained by the concept of BRAFV600E-driven resistance to metformin. Indeed, as opposed to HCT116 and A549 cells, the Colo205 cell line is BRAFV600E-mutated, and it has been shown in vivo that metformin had no effect on tumor growth  or even accelerated tumor growth  in BRAFV600E-mutated tumor models.
Importantly, however, irrespective of the lack of additive effect of metformin on radiotherapy efficacy, we showed that a higher tumoral baseline [18F]HX4 uptake was significantly associated with a poorer TDT, in this way implying that [18F]HX4 PET may have potential as a prognostic imaging biomarker. In a recent clinical pilot study in CRC patients, the applicability of PET with the prototype hypoxia tracer [18F]fluoromisonidazole ([18F]FMISO) was questioned, due to spill-in from rectal and bladder contents . Importantly, [18F]HX4 is a third-generation 2-nitroimidazole compound that is relatively hydrophilic compared to the more lipophilic [18F]FMISO. Through this characteristic feature, faster clearance from normoxic tissue is achieved, resulting in better hypoxic-to-normoxic tissue ratios and thus better image contrast . Similarly, the second-generation 2-nitroimidazole tracer [18F]fluoroazomycin arabinoside has already been suggested to be a valid alternative for hypoxia imaging in CRC tumors [37, 38]. Further research in orthotopic tumor models and patients is however warranted to confirm the superiority of [18F]HX4 over [18F]FMISO in CRC.
In a Colo205 CRC xenograft model, we demonstrated that, despite its hypoxia-modulating effects, metformin was unable to sensitize tumors to the effects of radiotherapy. Additionally, we showed that baseline [18F]HX4 PET holds promise as a prognostic imaging biomarker in CRC.
Availability of data and materials
The datasets generated and/or analyzed during the current study are available from the corresponding author upon reasonable request.
Small-animal positron emission tomography
Adenosine monophosphate-activated protein kinase
Electron transport chain
Mammalian target of rapamycin
Non-small cell lung cancer
Positron emission tomography
Standard error of the mean
Tumor doubling time
Pollak MN. Investigating metformin for cancer prevention and treatment: the end of the beginning. Cancer Discov. 2012;2:778–90.
Higurashi T, Hosono K, Takahashi H, Komiya Y, Umezawa S, Sakai E, et al. Metformin for chemoprevention of metachronous colorectal adenoma or polyps in post-polypectomy patients without diabetes: a multicentre double-blind, placebo-controlled, randomised phase 3 trial. Lancet Oncol. 2016;17:475–83.
Zhang H-H, Guo X-L. Combinational strategies of metformin and chemotherapy in cancers. Cancer Chemother Pharmacol. 2016;78:13–26.
Vancura A, Bu P, Bhagwat M, Zeng J, Vancurova I. Metformin as an anticancer agent. Trends Pharmacol Sci. 2018;39:867–78.
Koritzinsky M. Metformin: a novel biological modifier of tumor response to radiation therapy. Int J Radiat Oncol Biol Phys. 2015;93:454–64.
Lin A, Maity A. Molecular pathways: a novel approach to targeting hypoxia and improving radiotherapy efficacy via reduction in oxygen demand. Clin Cancer Res. 2015;21:1995–2000.
Samsuri NAB, Leech M, Marignol L. Metformin and improved treatment outcomes in radiation therapy – a review. Cancer Treat Rev. 2017;55:150–62.
Zannella VE, Dal Pra A, Muaddi H, McKee TD, Stapleton S, Sykes J, et al. Reprogramming metabolism with metformin improves tumor oxygenation and radiotherapy response. Clin Cancer Res. 2013;19:6741–50.
Storozhuk Y, Hopmans SN, Sanli T, Barron C, Tsiani E, Cutz J-C, et al. Metformin inhibits growth and enhances radiation response of non-small cell lung cancer (NSCLC) through ATM and AMPK. Br J Cancer. 2013;108:2021–32.
De Bruycker S, Vangestel C, Van den Wyngaert T, Pauwels P, wyffels L, Staelens S, et al. 18F-Flortanidazole hypoxia PET holds promise as a prognostic and predictive imaging viomarker in a lung cancer xenograft model treated with metformin and radiotherapy. J Nucl Med. 2019;60:34–40.
Howard-Flanders P, Alper T. The sensitivity of microorganisms to irradiation under controlled gas conditions. Radiat Res. 1957;7:518–40.
Weber WA. Positron emission tomography as an imaging biomarker. J Clin Oncol. 2006;24:3282–92.
Josephs D, Spicer J, O’Doherty M. Molecular imaging in clinical trials. Target Oncol. 2009;4:151–68.
De Bruycker S, Vangestel C, Staelens S, Van den Wyngaert T, Stroobants S. How to modulate tumor hypoxia for preclinical in vivo imaging research. Contrast Media Mol Imaging. 2018;2018:4608186.
De Bruycker S, Vangestel C, Van den Wyngaert T, wyffels L, Wouters A, Pauwels P, et al. Baseline [18F]FMISO μPET as a predictive biomarker for response to HIF-1α inhibition combined with 5-FU chemotherapy in a human colorectal cancer xenograft model. Mol Imaging Biol. 2016;18:606–16.
Rapic S, Vangestel C, Verhaeghe J, Van den Wyngaert T, Hinz R, Verhoye M, et al. Characterization of an orthotopic colorectal cancer mouse model and its feasibility for accurate quantification in positron emission tomography. Mol Imaging Biol. 2017;19:762–71.
Peeters SGJA, Zegers CML, Lieuwes NG, van Elmpt W, Eriksson J, van Dongen GA, et al. A comparative study of the hypoxia PET tracers [18F]HX4, [18F]FAZA, and [18F]FMISO in a preclinical tumor model. Int J Radiat Oncol Biol Phys. 2015;91:351–9.
Willett CG, Warland G, Hagan MP, Daly WJ, Coen J, Shellito PC, et al. Tumor proliferation in rectal cancer following preoperative irradiation. J Clin Oncol. 1995;13:1417–24.
Fatema CN, Zhao S, Zhao Y, Murakami M, Yu W, Nishijima K-I, et al. Monitoring tumor proliferative response to radiotherapy using 18F-fluorothymidine in human head and neck cancer xenograft in comparison with Ki-67. Ann Nucl Med. 2013;27:355–62.
Michiels C, Tellier C, Feron O. Cycling hypoxia: a key feature of the tumor microenvironment. Biochim Biophys Acta. 2016;1866:76–86.
Garofalo C, Capristo M, Manara MC, Mancarella C, Landuzzi L, Belfiore A, et al. Metformin as an adjuvant drug against pediatric sarcomas: hypoxia limits therapeutic effects of the drug. PLoS One. 2013;8:e83832.
Kobunai T, Watanabe T, Fukusato T. REG4, NEIL2, and BIRC5 gene expression correlates with gamma-radiation sensitivity in patients with rectal cancer receiving radiotherapy. Anticancer Res. 2011;31:4147–53.
Hill RP, Bristow RG, Fyles A, Koritzinsky M, Milosevic M, Wouters BG. Hypoxia and predicting radiation response. Sem Radiat Oncol. 2015;25:260–72.
Hill RP. The changing paradigm of tumour response to irradiation. Br J Radiol. 2017;90:20160474.
Chowdhury S, Yung E, Pintilie M, Muaddi H, Chaib S, Yeung M, et al. MATE2 expression is associated with cancer cell response to metformin. PLoS One. 2016;11:e0165214.
Momcilovic M, Shackelford DB. Targeting LKB1 in cancer – exposing and exploiting vulnerabilities. Br J Cancer. 2015;113:574–84.
Martin MJ, Hayward R, Viros A, Marais R. Metformin accelerates the growth of BRAFV600E-driven melanoma by upregulating VEGF-A. Cancer Discov. 2012;2:344–55.
Phoenix KN, Vumbaca F, Claffey KP. Therapeutic metformin/AMPK activation promotes the angiogenic phenotype in the ERα negative MDA-MB-435 breast cancer model. Breast Cancer Res Treat. 2008;113:101–11.
Yuan P, Ito K, Perez-Lorenzo R, Del Guzzo C, Lee JH, Shen C-H, et al. Phenformin enhances the therapeutic benefit of BRAFV600E inhibition in melanoma. Proc Natl Acad Sci U S A. 2013;110:18226–31.
Ma Y, Guo F-C, Wang W, Shi H-S, Li D, Wang Y-S. K-ras gene mutation as a predictor of cancer cell responsiveness to metformin. Mol Med Rep. 2013;8:763–8.
Thompson MD, Grubbs CJ, Bode AM, Reid JM, McGovern R, Bernard PS, et al. Lack of effect of metformin on mammary carcinogenesis in nondiabetic rat and mouse models. Cancer Prev Res. 2015;8:231–9.
Iversen AB, Horsman MR, Jakobsen S, Jensen JB, Garm C, Jessen N, et al. Results from 11C-metformin-PET scans, tissue analysis and cellular drug-sensitivity assays questions the view that biguanides affects tumor respiration directly. Sci Rep. 2017;7:9436.
Lipner MB, Marayati R, Deng Y, Wang X, Raftery L, O’Neil BH, et al. Metformin treatment does not inhibit growth of pancreatic cancer patient-derived xenografts. PLoS One. 2016;11:e0147113.
Kim JH, Lee KJ, Seo Y, Kwon J-H, Yoon JP, Kang JY, et al. Effects of metformin on colorectal cancer stem cells depend on alterations in glutamine metabolism. Sci Rep. 2018;8:409.
Kim YH, Coon A, Baker AF, Powis G. Antitumor agent PX-12 inhibits HIF-1α protein levels through an Nrf2/PMF-1-mediated increase in spermidine/spermine acetyl transferase. Cancer Chemother Pharmacol. 2010;68:405–13.
Puri T, Greenhalgh TA, Wilson JM, Franklin J, Wang LM, Strauss V, et al. [18F]Fluoromisonidazole PET in rectal cancer. EJNMMI Res. 2017;7:78.
Havelund BM, Holdgaard PC, Rafaelsen SR, Mortensen LS, Theil J, Bender D, et al. Tumour hypoxia imaging with 18F-fluoroazomycinarabinofuranoside PET/CT in patients with locally advanced rectal cancer. Nucl Med Commun. 2013;34:155–61.
Fleming IN, Manavaki R, Blower PJ, West C, Williams KJ, Harris AL, et al. Imaging tumour hypoxia with positron emission tomography. Br J Cancer. 2014;112:238–50.
We wish to thank Philippe Joye, Eleni Van der Hallen and Annemie Van Eetveldt of the Molecular Imaging Center Antwerp, and Christophe Hermans of the Center for Oncological Research for providing valuable technical assistance, and Paul Meijnders of the Iridium Cancer Network for engaging in useful discussions on the radiotherapy dosing.
JD is funded by Flanders Innovation and Entrepreneurship (VLAIO; Baekeland fellowship no 140775) and MV by Research Foundation Flanders (FWO; fellowship no 11ZF116N).
Ethics approval and consent to participate
The experimental protocol was approved by the Antwerp University Ethical Committee for Animal Experiments (2018-04) and all experiments were performed in accordance with European and Belgian regulation.
Consent for publication
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
About this article
Cite this article
De Bruycker, S., Vangestel, C., Staelens, S. et al. Effects of metformin on tumor hypoxia and radiotherapy efficacy: a [18F]HX4 PET imaging study in colorectal cancer xenografts. EJNMMI Res 9, 74 (2019). https://doi.org/10.1186/s13550-019-0543-4
- Imaging biomarker