Effects of hyperinsulinemia on acquired resistance to epidermal growth factor receptor‑tyrosine kinase inhibitor via the PI3K/AKT pathway in non‑small cell lung cancer cells in vitro
- Authors:
- Published online on: September 8, 2020 https://doi.org/10.3892/ol.2020.12069
- Article Number: 206
-
Copyright: © Chiu et al. This is an open access article distributed under the terms of Creative Commons Attribution License.
Abstract
Introduction
Lung cancer is the leading cause of cancer associated mortality worldwide. The prognosis of patients with lung cancer is poor, and the overall 5-year survival rate is only 16% (1). One of the most crucial recent advances in the treatment of non-small cell lung cancer (NSCLC) has been the development of therapies targeting the epidermal growth factor receptor (EGFR). Tumors with activating EGFR mutations have been reported to be particularly sensitive to EGFR-tyrosine kinase inhibitors (TKIs) (2). EGFR-specific TKIs have been reported to be associated with improved progression-free survival rates in patients with EGFR mutation-positive NSCLC compared with standard chemotherapies (3–5). However, acquired resistance to EGFR-specific TKIs may occur within 9–13 months (6); therefore, the mechanisms underlying acquired resistance warrant further investigation.
Patients with cancer who also have pre-existing diabetes mellitus (DM) exhibit higher mortality and recurrence rates following EGFR-TKI treatment compared with those without DM (7–9). DM is characterized by hyperglycemia, hyperinsulinemia, or insulin resistance. Additionally, a previous study reported that patients with lung cancer who harbored activating EGFR mutations and who had pre-existing DM, in conjunction with insulin-like growth factor 1 receptor (IGFR) overexpression, exhibited poor responses to first-line EGFR-TKI therapy (10). Furthermore, Ramalingam et al (11) demonstrated that cross-talk between IGFR and EGFR fulfills a critical role in tumorigenesis and in developing resistance to EGFR-TKIs in patients with NSCLC.
Insulin is able to activate insulin receptors and IGFR since they are structurally and functionally related heterotetrametric receptors that exhibit cross-talk (12). Exogenous insulin has been identified to mediate oncogenic effects. Hemkens et al (13) demonstrated that the insulin dose and long-acting insulin, for example glargine, are associated with a high risk of malignancy. Baglia et al (14) reported that insulin use may be associated with poor survival rates among patients with lung, breast, colorectal, or gastric cancer. However, to date, only a limited number of studies have been published on the effects of insulin on EGFR-TKI resistance in NSCLC.
In the present study, whether exogenous insulin mediates EGFR-TKI resistance in a selected NSCLC cell line harboring activating EGFR mutations, for example the HCC4006 cell line, was investigated, and the possible mechanisms underpinning these actions were elucidated. In addition, whether AKT inhibition is able to overcome EGFR-TKI resistance induced by long-acting insulin was also explored.
Materials and methods
Cell lines and cell cultures
The human NSCLC HCC4006 cell line, harboring the EGFR L747-E749 in-frame deletion in exon 19, was obtained from the American Type Culture Collection. The cells were cultured in Roswell Park Memorial Institute (RPMI)-1640 medium supplemented with 10% FBS, 1% penicillin-streptomycin, HEPES, and 1.5 g/l sodium bicarbonate under an atmosphere of 5% CO2 at 37°C.
Reagents
Gefitinib (ZD 1839) was purchased from Sigma-Aldrich; Merck KGaA, and a 25 mM stock solution was prepared in dimethyl sulfoxide. Insulin glargine is a long-acting basal insulin analog. Glargine was purchased in its commercially packed form Sanofi S.A. at a concentration of 100 IU/ml, and a 600 µM stock solution was prepared in phosphate-buffered saline (PBS). Antibodies against phosphorylated (p)EGFR, total (t)EGFR, pIGFR, tIGFR, pAKT, tAKT, pERK, tERK, GAPDH and β-actin were used in the present study. The antibodies were diluted with 10% bovine serum albumin (BSA; Gibco; Thermo Fisher Scientific, Inc.) and stored at −20°C until use. The catalog numbers and dilutions of the antibodies used in the present study were as follows: AKT (cat. no. 4691S; 1:1,000); pAKT (cat. no. 4060S; 1:1,000); β-actin (cat. no. 8457S; 1:2,000); pEGFR (cat. no. 3777S; 1:1,000); EGFR (cat. no. 4267S; 1:1,000); pERK (cat. no. 4370S; 1:1,000); ERK (cat. no. 4695S; 1:1,000); GAPDH (cat. no. 2118S; 1:1,000); pIGFR (cat. no. 3024S; 1:300); and IGFR (cat. no. 3027S; 1:1,000). All antibodies were purchased from Cell Signaling Technology, Inc.
Proliferation assay
To determine the effects of gefitinib and glargine on NSCLC cell proliferation, HCC4006 NSCLC cells (7.5×104 cells/well) were plated onto 96-well plates. Following seeding for 24 h, the cells were treated with either RPMI-1640 culture medium (control) or with different concentrations of drugs, namely gefitinib (0–100 µM), glargine (1–100 nM), or both, in RPMI-1640 medium supplemented with 10% FBS. The cells in the growth medium were cultured for 24 h, and subsequently the cells were seeded into fresh media of 4 different compositions, according to the experimental treatment group concerned. A medium was prepared for the control group, without drug treatment. The cells in the other three media were treated with: i) Gefitinib only; ii) glargine only; and iii) gefitinib + glargine, respectively. The cells of the control group and the other three drug treatment groups were subsequently cultured for a further 24 h. At the end of the treatment period, cell proliferation was measured using the MTS assay (BioVision, Inc.), which is based on the reduction of the MTS tetrazolium compound by viable cells to generate a colored formazan product that is soluble in cell culture media. The drug concentration values required to inhibit cell proliferation by 50% (IC50) were determined from the dose-response curves for each treatment by using interpolation. Between 5 and 8 replicate wells were used for each analysis, and at least 3 independent experiments were performed. Data from replicate wells were used to determine the mean number of viable cells. The mean number of viable cells in each group were reported with 95% confidence intervals. To determine the effect of the combined drug treatments, any potentiation was estimated by multiplying the percentages of the cells remaining (% proliferation) in each treatment.
Western blot analysis
Following each treatment, the cells were washed 3 times with ice-cold PBS. Subsequently, cells were directly lysed with 1X Laemmli buffer [comprising 2% sodium dodecyl sulfate (SDS), 5 mM dithiothreitol (DTT), 10% glycerol, 0.002% bromophenol blue, and 63 mM Tris-HCl (pH 6.8)], and heated at 98°C for 5 min. The total protein concentrations were determined using the BCA protein assay. Samples containing 20–30 µg protein were then separated on an SDS-PAGE by using 6–15% gels. The separated proteins were subsequently transferred onto polyvinylidene difluoride membranes (cat. no. 1620177; Bio-Rad Laboratories, Inc.). The membranes were briefly activated in methanol and blocked with 5% milk in TBST buffer (consisting of 20 mM Tris, 150 mM NaCl, and 0.1% Tween-20) for 1 h at room temperature, followed by overnight incubation at 4°C with antibodies specific to the target proteins. Next, the membranes were washed 3 times for 10 min with TBST and hybridized with goat anti-rabbit IgG-HRP (horseradish peroxidase) conjugated secondary antibodies (cat. no. sc-2004; Santa Cruz Biotechnology) with 1:5,000 dilution (in TBST containing 5% milk) at room temperature for a further 1 h. After washing 3 times for 5 min each in TBST, the bands on the membranes were visualized by adding an enhanced chemiluminescence substrate (cat. no. RPN2235; GE Healthcare). All images were recorded using a ChemiDoc gel imaging system (Bio-Rad Laboratories, Inc.), and densitometric analysis was conducted using Image Lab software version 6.0.1 (Bio-Rad Laboratories, Inc.). Internal controls (GAPDH) were used to normalize the target protein, and the mean quantities were represented graphically.
siRNA transfection
To determine whether AKT serine/threonine kinase 1 (AKT1) was mainly responsible for the development of gefitinib resistance, the proliferation of the HCC4006 cells was examined following knockdown of AKT1. For siRNA transfection, HCC4006 cells were transfected with siRNA oligo (5′-AAAUCCAGACUCUUUCGAU-3′) targeting EGFR 3′-UTR with the Lipofectamine RNAiMAX Transfection Reagent (Thermo Fisher Scientific, Inc.) and used for experiments 48 h after transfection. siRNAs against Akt1 (5′-GACAAGGACGGGCACAUUA-3′) were purchased from GE Healthcare Dharmacon. Briefly, prior to cell seeding, the final concentration of human AKT1 siRNA was calculated to be 10 nM in a mixture containing 2X Lipofectamine RNAiMAX. The cells were incubated at room temperature for 15 min. Next, the cells were trypsinized, counted, and mixed with either the siRNA knockdown group solution or control group solution and seeded 10,000 cells per well on a 96-well plate for the MTS assay or 24-well plate for western blot analysis, as aforementioned.
Statistical analysis
Each experiment was replicated at least three times. Data were expressed as mean ± SEM. Data were analyzed using a one-way analysis of variance (ANOVA), and Tukey's post hoc test. Two-sided P<0.05 were considered to indicate a statistically significant difference. All data were analyzed using SigmaPlot 13 (v13.0.0.83; Systat Software, Inc.).
Results
Effect of gefitinib treatment on NSCLC cells harboring EGFR mutations
The effects of gefitinib on cell proliferation were assessed using an MTS assay and the basal levels of EGFR and pEGFR in HCC4006 cells were measured. As shown in Fig. 1, NSCLC cells harboring the EGFR mutation in exon 19 responded to treatment with gefitinib. HCC4006 cells were sensitive to gefitinib, with an IC50 value of 39.42 µM (Fig. 1A). Subsequently, the tyrosine kinase activity of EGFR was demonstrated to be inhibited in a dose-dependent manner, depending on the dose of EGFR-TKI, in the HCC4006 cell line. Specifically, in the western blot analysis assay, the protein level of pEGFR in HCC4006 cells decreased considerably following treatment with gefitinib (Fig. 1B). The HCC4006 cells expressed high levels of both EGFR and pEGFR. However, the expression levels of tEGFR and pEGFR were suppressed in HCC4006 cells treated with 50 and 100 µM gefitinib for 72 h in a dose-dependent manner (Fig. 1C). When HCC4006 cells were treated with gefitinib and different concentrations of glargine in RPMI medium with 11 mM glucose, the IC50 values of gefitinib were 57.9 µM with 1 nM glargine (Fig. 1D), 95.0 µM with 10 nM glargine (Fig. 1E), and 105.1 µM with 100 nM glargine (Fig. 1F). Meanwhile, the IC50 values of gefitinib were 78.6 µM with 1 nM glargine (Fig. 1G), 126.1 µM with 10 nM glargine (Fig. 1H), and 100.9 µM with 100 nM glargine (Fig. 1I), when HCC4006 cells were treated with gefitinib and different concentrations of glargine in 22 mM high-glucose of RPMI medium.
Long-acting insulin glargine did not significantly affect the NSCLC cells
Initially, the degradation of porcine insulin in HCC4006 cells was investigated. As shown in Fig. S1, the expression of pAKT/tAKT decreased at 60 min and 24 h after the addition of porcine insulin, which indicated porcine insulin might not be active for 24 h. Therefore, glargine (long-acting insulin) was selected in this study. To determine the roles of glargine in the development of gefitinib resistance, the effects of glargine alone on the proliferation of HCC4006 cells were subsequently investigated. As shown in Fig. 2, glargine treatment did not exert a significant effect on the proliferation of HCC4006 cells, even though HCC4006 cells were treated with different concentrations of glargine (from 0 to 100 nM). No significant differences in cell proliferation were observed following the application of different doses of glargine (Fig. 2A). Subsequently, in HCC4006 cells treated with 100 nM glargine for different time intervals, the levels of pIGFR/tIGFR and pAKT/tAKT were quantified through western blot analysis (Fig. 2B). The levels of pIGFR/tIGFR did not change significantly (Fig. 2C), whereas the level of pAKT/tAKT was significantly decreased following treatment time periods of 10 min and 24 h (Fig. 2D).
Mechanism of hyperinsulinemia in the development of gefitinib resistance
Subsequently, whether glargine was able to affect the efficiency of action of gefitinib, ultimately leading to gefitinib resistance, was investigated in HCC4006 cells. As shown in Fig. 3A, HCC4006 cells were cultured in media containing different concentrations of glargine and a fixed concentration of gefitinib (at the IC50 concentration of 32 µM) for 24 h. The proliferation of HCC4006 cells decreased significantly following treatment with gefitinib alone. However, the MTS assay revealed that the proliferation of HCC4006 cells co-treated with gefitinib and different concentrations of glargine (0–100 nM) led to a marked increase in cell proliferation compared with the control cells. Glargine (5–100 nM) caused a significant increase in the fold-change in the MTS assay (50–80%), which indicated that glargine increased cell proliferation in a dose-dependent manner. Therefore, we concluded that the hyperinsulinemia induced by glargine was able to affect the efficiency of gefitinib action, and furthermore, may induce gefitinib resistance.
The aim of the present study was not only focused on the effects of hyperinsulinemia, but the interaction between hyperglycemia and hyperinsulinemia was also explored, as the role of glucose in the development of gefitinib resistance could not be excluded. As shown in Fig. 3B, the RPMI-1640 medium of altered composition (22 mM), containing a 2-fold concentration of glucose compared with the original concentration (11 mM), was used. HCC4006 cells were cultured in high-glucose RPMI-1640 medium (22 mM) for 3 passages. However, the morphology and proliferation of cells grown in high-glucose RPMI-1640 medium (22 mM) and those grown in the original medium containing 11 mM glucose did not differ significantly.
To determine the role of hyperinsulinemia in the development of gefitinib resistance, the expression of EGFR, pEGFR, IGFR, and pIGFR, and their downstream factors, such as AKT, pAKT, extracellular signal-regulated kinase (ERK), and pERK, were evaluated to elucidate the mechanisms of gefitinib resistance. As shown in Fig. 3C, HCC4006 cells were treated for 24 h with 32 µM gefitinib alone, 100 nM glargine alone, or 32 µM gefitinib + 100 nM glargine. These experiments revealed that the phosphorylation of EGFR was significantly suppressed by either gefitinib or co-treatment with gefitinib and glargine. The ratio of pEGFR/tEGFR was not detectable in the cells treated with gefitinib or co-treated with gefitinib and glargine. As shown in Fig. 3D, no significant difference in the pIGFR level was observed between control and gefitinib-treated HCC4006 cells, which indicated that the IGFR pathway could operate independently. The pIGFR level was significantly increased in the glargine-treated group compared with the gefitinib-treated group, thereby suggesting that the hyperinsulinemia induced by glargine was able to switch on the IGFR pathway, which may represent a potential route for gefitinib resistance.
To determine downstream pathway factors, AKT, pAKT, ERK, and pERK were further investigated. As shown in Fig. 3E, pAKT expression was markedly suppressed in the gefitinib-treated cells. However, among the cells treated with glargine or glargine and gefitinib, pAKT expression was notably increased (P<0.01), which suggested that hyperinsulinemia induced by glargine may switch on the IGFR pathway, with cross-talk compensation via the AKT pathway. Therefore, cell proliferation was observed, even when gefitinib inhibited the EGFR downstream pathway. As shown in Fig. 3F, the pERK expression level was significantly decreased in the gefitinib treatment group (P<0.05). However, the pERK level was completely suppressed even when glargine and gefitinib were added simultaneously, which was opposite to the effects on pAKT expression. This result indicated that gefitinib resistance may not have resulted from the mitogen-activated protein kinase (MAPK)/ERK pathway.
AKT1 knockdown by siRNA rescued gefitinib resistance induced by glargine
Subsequently, AKT was knocked down by transfecting the cells with the siRNA of AKT1 to confirm that gefitinib resistance resulted from the AKT pathway induced by glargine. First, the efficiency of AKT knockdown was investigated using an MTS assay and western blot analysis (Fig. 4A and B). Next, 10 nM AKT1 siRNA was added, and the cells were incubated for 24 h. Then, 100 nM glargine, show to activate the AKT pathway in Fig. 3E, was added. As shown in Fig. 4A and B, pAKT expression in the knockdown group was significantly suppressed, and tAKT expression was successfully knocked down by AKT siRNA. Furthermore, AKT siRNA did not exert any effect on glargine treatment. When glargine was subsequently added, pAKT expression was not activated. As shown in Fig. S2A and B, the expression of IGFR1, insulin receptor, and pIGFR were not affected by the knockdown of AKT. When 100 nM glargine was added, pIGFR was activated (P<0.05) in both control and the AKT knockdown groups. However, the expression of pIGFR did not significantly change between the control and the AKT knockdown groups regardless of the addition of glargine, which indicated that pIGFR activation was independent of transfection with AKT siRNA. The function of gefitinib, which exerted appropriate effects in the control and knockdown groups, was subsequently investigated. Furthermore, the IC50 values comparing the siRNA knockdown experiment in Fig. S2C (37 µM) and the control group in Fig. 1A (39 µM) were not significantly different. Cell proliferation was not significantly increased in the knockdown group compared with in the control group when cells were cotreated with 32 µM gefitinib and 100 nM glargine (Fig. 4C).
To examine the pathway markers, the expression of pIGFR/IGFR, pAKT/AKT, and pERK/ERK was then investigated. As shown in Fig. 4D and F, the expression levels of pAKT and tAKT were significantly decreased in the knockdown group compared with the control group, and no differences were observed between the knockdown and the co-treatment (gefitinib and glargine) groups. When HCC4006 cells were co-treated with gefitinib and glargine, the expression level of pAKT remained unchanged. No significant differences were observed between the control and knockout groups co-treated with gefitinib and glargine, suggesting that AKT had been successfully knocked down so that the effects of hyperinsulinemia induced by glargine could not be mediated via the AKT pathway.
As shown in Fig. 4D and E, no significant differences in the expression levels of pIGFR/IGFR were observed between the control and knockdown group, irrespective of whether co-treatment with gefitinib and glargine was performed (P=0.134) or not (P=0.516). This result may indicate that the IGFR pathway, which is normally activated, was not suppressed by gefitinib.
As shown in Fig. S2D and E, the levels of pERK were significantly inhibited in the AKT knockdown group (P<0.01), whereas no inhibition was observed in the cells co-treated with gefitinib and glargine. However, no significant differences were observed between the AKT knockdown group (co-treated with gefitinib and glargine) and the control group. This could indicate that gefitinib resistance induced by hyperinsulinemia is not directly affected by the ERK pathway.
Discussion
In the present study, HCC4006 cells were demonstrated to be sensitive to gefitinib. Co-treatment with glargine (0–100 nM) and gefitinib induced gefitinib resistance in HCC4006 cells in a dose-dependent manner. To elucidate the mechanism underlying gefitinib resistance induced by glargine, western blot analysis was performed to investigate the participating signaling pathways. According to the western blot analysis results, insulin (glargine) increased the phosphorylation levels of IGFR and AKT excluding ERK, suggesting that glargine may primarily reactivate the PI3K/AKT pathway, which is associated with cell proliferation, instead of the MAPK/ERK pathway, which directly affects DNA transcription in the nucleus. Furthermore, via knocking down the expression of AKT1 through siRNA transfection, these experiments were able to further establish the role of AKT in the development of gefitinib resistance. The MTS assay results revealed that levels of cell proliferation were decreased in the AKT knockdown cells compared with the cells that were not transfected, suggesting that AKT is essential for the development of resistance.
Patients with NSCLC and pre-existing DM have been demonstrated to exhibit shorter survival rates compared with those without DM (15). DM is a metabolic disorder characterized by hyperglycemia and hyperinsulinemia. IGFR has been reported to be a negative biomarker of resistance to the TKI gefitinib in NSCLC cell lines and patients with NSCLC (16). Therefore, it was possible to hypothesize that insulin may serve an essential role in the development of gefitinib resistance. The present study has revealed that long-acting insulin glargine was able to decrease the efficiency of gefitinib action in HCC4006 cells co-treated with gefitinib and glargine. Furthermore, the reason why the long-acting insulin glargine was selected in preference to porcine insulin was due to the difference in their duration of action. The western blot analysis data indicated that hyperinsulinemia induced by glargine led to a continuation of the activation of the insulin pathway and suppression of the level of pAKT for >24 h. Conversely, the activity of porcine insulin lasted only for 2–4 h in Fig. S1. Therefore, the long-acting insulin glargine was selected for the present study.
Hyperinsulinemia and hyperglycemia are 2 essential features of DM. Therefore, the present study aimed to clarify the role not only of high insulin concentrations but also of high-glucose concentrations in terms of the development of gefitinib resistance. High-glucose RPMI-1640 medium (22 mM) contained twice the glucose concentration of regular RPMI-1640 medium (11 mM). HCC4006 cells were passaged 3 times in high-glucose medium (22 mM), and it was confirmed that the morphology and proliferation of the cells were unaffected by high-glucose medium compared with that of HCC4006 cells cultured in regular RPMI-1640 medium (11 mM). The results of the present study demonstrated that the development of gefitinib resistance may be independent of high-glucose concentrations and may predominantly be affected by the activation of insulin.
In the present study, hyperinsulinemia induced gefitinib resistance in HCC4006 cells, and this resistance was primarily affected by activation of the PI3K/AKT pathway rather than the MAPK/ERK pathway. Tyrosine kinase receptors, such as IGFR or EGFR, were shown to activate the PI3K/AKT and MAPK/ERK pathways. The dysregulation of the PI3K/AKT pathway has been reported to frequently occur in NSCLC (17). Cross-talk between EGFR and IGFR can occur through interaction between shared downstream components of the activated receptors. Therefore, multilayered cross-talk and involvement of shared components of the signaling pathways may lead to acquired resistance to EGFR-TKI therapy in the treatment of cancer (18). The PI3K/AKT pathway fulfills an integral part in intracellular signal transduction to promote metabolism, proliferation, apoptosis, and angiogenesis (19–21). Activation of the PI3K/AKT pathway has been reported to cause resistance to various anticancer therapies, including chemotherapy and TKIs (22–24). Certain studies have shown that the PI3K/AKT pathway exerts a critical role in the development of resistance to TKIs (24,25). In the present study, the low expression levels of pERK and tERK, despite simultaneous glargine treatment, may have resulted from the high dose of gefitinib (32 µM) used.
The gefitinib dose employed in the present study was 32 µM, which was increased compared with that used in other studies (26,27). As the duration of glargine action was an important factor in these experiments, HCC4006 cells were exposed to drug treatment for only 24 h prior to subsequent harvesting of the cells. This duration of treatment was shorter compared with that employed in other studies (72 h) (26,27). Owing to the short treatment time in the present study (only 24 h), it was necessary to use a high gefitinib concentration to achieve the appropriate IC50 value. However, to exclude the possibility that the increased dose of gefitinib might have exerted adverse effects on the morphology of the HCC4006 cells, the cells were treated with the higher concentration of gefitinib for 72 h, and at the end of the treatment period, normal cell morphology was still observed.
Acquired resistance to EGFR-TKI is a ‘Gordian knot’ to be tackled, especially in patients with NSCLC accompanied by DM. The present study investigated whether exogenous insulin or a high-glucose concentration could facilitate the development of resistance to EGFR-TKI in the NSCLC cell line (HCC4006). The results obtained revealed that treatment with long-acting exogenous insulin, instead of a high concentration of glucose, could lead to gefitinib resistance in NSCLC cells with activating EGFR mutations. In addition, the mechanism of gefitinib resistance involved reactivation of the PI3K/AKT pathway, rather than the MAPK/ERK pathway. Furthermore, it was observed that the gefitinib resistance could be circumvented by knocking down the expression of AKT1 through siRNA transfection. However, in spite of these advances in our knowledge, additional research is warranted, both to investigate the mechanism in a xenograft mouse model and to examine the effects of co-targeting exposure to exogenous insulin and the reactivation of the PI3K/AKT pathway to overcome EGFR-TKI resistance in NSCLC.
Supplementary Material
Supporting Data
Acknowledgements
Not applicable.
Funding
The present study was supported by grant 106-2320-B-002-040-MY3 (to Dr CHC, National Taiwan University) from the Ministry of Science and Technology, Taiwan and by The Professor Lu KS Lung Cancer Foundation (grant no. 2017 to Dr HCL). The funding agencies were not involved in designing the study, collecting, analyzing, and interpreting data or writing the manuscript.
Availability of data and materials
All data generated or analyzed during this study are included in this published article.
Authors' contributions
HYC, CMC, SPY, DSJ, LSW, HCL and CHC conceived and designed the study. HYC, CMC and SPY performed the experiments and the statistical analysis. HYC, CMC and SPY acquired, analyzed and interpreted the data. HYC and CMC wrote the original manuscript. SPY, DSJ, LSW, HCL and CHC revised the manuscript for important intellectual content. All authors read and approved the final manuscript.
Ethics approval and consent to participate
Not applicable.
Patient consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Glossary
Abbreviations
Abbreviations:
NSCLC |
non-small cell lung cancer |
EGFR |
epidermal growth factor receptor |
TKI |
tyrosine kinase inhibitor |
DM |
diabetes mellitus |
References
Siegel RL, Miller KD and Jemal A: Cancer statistics, 2018. CA Cancer J Clin. 68:7–30. 2018. View Article : Google Scholar : PubMed/NCBI | |
Mok TS, Wu YL, Thongprasert S, Yang CH, Chu DT, Saijo N, Sunpaweravong P, Han B, Margono B, Ichinose Y, et al: Gefitinib or carboplatin-paclitaxel in pulmonary adenocarcinoma. N Engl J Med. 361:947–957. 2009. View Article : Google Scholar : PubMed/NCBI | |
Maemondo M, Inoue A, Kobayashi K, Sugawara S, Oizumi S, Isobe H, Gemma A, Harada M, Yoshizawa H, Kinoshita I, et al: Gefitinib or chemotherapy for non-small-cell lung cancer with mutated EGFR. N Engl J Med. 362:2380–2388. 2010. View Article : Google Scholar : PubMed/NCBI | |
Rosell R, Moran T, Queralt C, Porta R, Cardenal F, Camps C, Majem M, Lopez-Vivanco G, Isla D, Provencio M, et al: Screening for epidermal growth factor receptor mutations in lung cancer. N Engl J Med. 361:958–967. 2009. View Article : Google Scholar : PubMed/NCBI | |
Tamura K, Okamoto I, Kashii T, Negoro S, Hirashima T, Kudoh S, Ichinose Y, Ebi N, Shibata K, Nishimura T, et al: Multicentre prospective phase II trial of gefitinib for advanced non small cell lung cancer with epidermal growth factor receptor mutations: results of the West Japan Thoracic Oncology Group trial (WJTOG0403). Br J Cancer. 98:907–914. 2008. View Article : Google Scholar : PubMed/NCBI | |
Zhou C, Wu YL, Chen G, Feng J, Liu XQ, Wang C, Zhang S, Wang J, Zhou S, Ren S, et al: Erlotinib versus chemotherapy as first-line treatment for patients with advanced EGFR mutation-positive non-small-cell lung cancer (OPTIMAL, CTONG 0802): a multicentre, open-label, randomised, phase 3 study. Lancet Oncol. 12:735–742. 2011. View Article : Google Scholar : PubMed/NCBI | |
Richardson LC and Pollack LA: Therapy insight: Influence of type 2 diabetes on the development, treatment and outcomes of cancer. Nat Clin Pract Oncol. 2:48–53. 2005. View Article : Google Scholar : PubMed/NCBI | |
Barone BB, Yeh HC, Snyder CF, Peairs KS, Stein KB, Derr RL, Wolff AC and Brancati FL: Long-term all-cause mortality in cancer patients with preexisting diabetes mellitus: a systematic review and meta analysis. Jama. 300:2754–2764. 2008. View Article : Google Scholar : PubMed/NCBI | |
Zhu L, Cao H, Zhang T, Shen H, Dong W, Wang L and Du J: The effect of diabetes mellitus on lung cancer prognosis: a PRISMA-compliant meta-analysis of cohort studies. Medicine (Baltimore). 95:e35282016. View Article : Google Scholar : PubMed/NCBI | |
Yeo CD, Park KH, Park CK, Lee SH, Kim SJ, Yoon HK, Lee YS, Lee EJ, Lee KY and Kim TJ: Expression of insulin-like growth factor 1 receptor (IGF-1R) predicts poor responses to epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors in non-small cell lung cancer patients harboring activating EGFR mutations. Lung Cancer. 87:311–317. 2015. View Article : Google Scholar : PubMed/NCBI | |
Ramalingam SS, Spigel DR, Chen D, Steins MB, Engelman JA, Schneider CP, Novello S, Eberhardt WE, Crino L, Habben K, et al: Randomized phase II study of erlotinib in combination with placebo or R1507, a monoclonal antibody to insulin-like growth factor-1 receptor, for advanced stage non-small-cell lung cancer. J Clin Oncol. 29:4574–4580. 2011. View Article : Google Scholar : PubMed/NCBI | |
Zhang H, Pelzer AM, Kiang DT and Yee D: Down-regulation of type I insulin-like growth factor receptor increases sensitivity of breast cancer cells to insulin. Cancer Res. 67:391–397. 2007. View Article : Google Scholar : PubMed/NCBI | |
Hemkens LG, Grouven U, Bender R, Günster C, Gutschmidt S, Selke GW and Sawicki PT: Risk of malignancies in patients with diabetes treated with human insulin or insulin analogues: a cohort study. Diabetologia. 52:1732–1744. 2009. View Article : Google Scholar : PubMed/NCBI | |
Baglia ML, Cui Y, Zheng T, Yang G, Li H, You M, Xu L, Murff H, Gao YT, Zheng W, et al: Diabetes medication use in association with survival among patients of breast, colorectal, lung, or gastric cancer. Cancer Res Treat. 51:538–546. 2019. View Article : Google Scholar : PubMed/NCBI | |
Iams WT and Lovly CM: Molecular pathways: clinical applications and future direction of insulin-like growth factor-1 receptor pathway blockade. Clin Cancer Res. 21:4270–4277. 2015. View Article : Google Scholar : PubMed/NCBI | |
Peled N, Wynes MW, Ikeda N, Ohira T, Yoshida K, Qian J, Ilouze M, Brenner R, Kato Y, Mascaux C and Hirsch FR: Insulin-like growth factor-1 receptor (IGF-1R) as a biomarker for resistance to the tyrosine kinase inhibitor gefitinib in non-small cell lung cancer. Cell Oncol (Dordr). 36:277–288. 2013. View Article : Google Scholar : PubMed/NCBI | |
Dobashi Y, Suzuki S, Kimura M, Matsubara H, Tsubochi H, Imoto I and Ooi A: Paradigm of kinase-driven pathway downstream of epidermal growth factor receptor/Akt in human lung carcinomas. Hum Pathol. 42:214–226. 2011. View Article : Google Scholar : PubMed/NCBI | |
Oliveira S, Schiffelers R, Storm G, Henegouwen P and Roovers R: Crosstalk between epidermal growth factor receptor- and insulin-like growth factor-1 receptor signaling: implications for cancer therapy. Curr Cancer Drug Targets. 9:748–760. 2009. View Article : Google Scholar : PubMed/NCBI | |
Osaki M, Oshimura Ma and Ito H: PI3K-Akt pathway: its functions and alterations in human cancer. Apoptosis. 9:667–676. 2004. View Article : Google Scholar : PubMed/NCBI | |
Luo J, Manning BD and Cantley LC: Targeting the PI3K-Akt pathway in human cancer: rationale and promise. Cancer Cell. 4:257–262. 2003. View Article : Google Scholar : PubMed/NCBI | |
Hennessy BT, Smith DL, Ram PT, Lu Y and Mills GB: Exploiting the PI3K/AKT pathway for cancer drug discovery. Nat Rev Drug Discov. 4:988–1004. 2005. View Article : Google Scholar : PubMed/NCBI | |
Burris HA 3rd: Overcoming acquired resistance to anticancer therapy: focus on the PI3K/AKT/mTOR pathway. Cancer Chemother Pharmacol. 71:829–842. 2013. View Article : Google Scholar : PubMed/NCBI | |
Papadimitrakopoulou V: Development of PI3K/AKT/mTOR pathway inhibitors and their application in personalized therapy for non-small-cell lung cancer. J Thorac Oncol. 7:1315–1326. 2012. View Article : Google Scholar : PubMed/NCBI | |
Gadgeel SM and Wozniak A: Preclinical rationale for PI3K/Akt/mTOR pathway inhibitors as therapy for epidermal growth factor receptor inhibitor-resistant non-small-cell lung cancer. Clin Lung Cancer. 14:322–332. 2013. View Article : Google Scholar : PubMed/NCBI | |
Yamasaki F, Johansen MJ, Zhang D, Krishnamurthy S, Felix E, Bartholomeusz C, Aguilar RJ, Kurisu K, Mills GB, Hortobagyi GN and Ueno NT: Acquired resistance to erlotinib in A-431 epidermoid cancer cells requires down-regulation of MMAC1/PTEN and up-regulation of phosphorylated Akt. Cancer Res. 67:5779–5788. 2007. View Article : Google Scholar : PubMed/NCBI | |
Morgillo F, Kim WY, Kim ES, Ciardiello F, Hong WK and Lee HY: Implication of the insulin-like growth factor-IR pathway in the resistance of non-small cell lung cancer cells to treatment with gefitinib. Clin Cancer Res. 13:2795–2803. 2007. View Article : Google Scholar : PubMed/NCBI | |
Kim JG, Kang MJ, Yoon YK, Kim HP, Park J, Song SH, Han SW, Park JW, Kang GH, Kang KW, et al: Heterodimerization of glycosylated insulin-like growth factor-1 receptors and insulin receptors in cancer cells sensitive to anti-IGF1R antibody. PLoS One. 7:e333222012. View Article : Google Scholar : PubMed/NCBI |