Abstract
Simple Summary
Aerobic glycolysis is a key driving force of tumorigenesis and chemoresistance. Girdin plays a vital role in cancer cells; however, the role of Girdin in aerobic glycolysis is still unclear. In this study, we first found that knockout of Girdin markedly inhibited lung adenocarcinoma (LUAD) progression in an autochthonous LUAD mouse model. In addition, we found that Girdin interacted with pyruvate kinase M2 (PKM2) and impaired PKM2 activity, which promoted the Warburg effect and chemoresistance. Our results suggest that Girdin is a potential therapeutic target to overcome the resistance of LUAD cells to chemotherapeutic agents.
Abstract
Girdin, an Akt substrate, has been reported to promote tumorigenesis in various tumors. However, the role of Girdin in a spontaneous tumor model has not yet been explored. Here, we studied the role of Girdin in lung adenocarcinoma (LUAD) using the autochthonous mouse model and found that Girdin led to LUAD progression and chemoresistance by enhancing the Warburg effect. Mechanistically, Girdin interacted with pyruvate kinase M2 (PKM2), which played a vital role in aerobic glycolysis. Furthermore, Girdin impaired Platelet Derived Growth Factor Receptor Beta (PDGFRβ) degradation, which in turn, promoted PKM2 tyrosine residue 105 (Y105) phosphorylation and inhibited PKM2 activity, subsequently promoting aerobic glycolysis in cancer cells. Taken together, our study demonstrates that Girdin is a crucial regulator of tumor growth and may be a potential therapeutic target for overcoming the resistance of LUAD cells to chemotherapy.
Keywords: Girdin, PKM2, tumorigenesis, chemoresistance, LUAD
1. Introduction
Lung cancer is the second most malignant tumor type in terms of incidence, occupying the top spot for mortality worldwide [1,2]. Non-small cell lung cancer (NSCLC) is the most common pathological type of lung cancer, accounting for approximately 85% of all cases, while lung adenocarcinoma (LUAD) is the most common type of NSCLC. Remarkable advances have been made in recent years in the treatment of lung cancer, including surgery, radiotherapy, chemotherapy, targeted therapy, and immunotherapy. However, patients frequently do not receive the maximum benefit from chemotherapy due to their late-stage diagnosis and high metastasis of LUAD, and chemoresistance developed by tumors severely limits the effectiveness of treatment and greatly impairs the survival of patients. Therefore, classifying the biological functions and drug resistance mechanism of LUAD must be addressed in order to provide patients with more effective therapy.
Tumor cells convert large amounts of glucose to lactate even in the presence of oxygen in a process known as the Warburg effect or aerobic glycolysis [3]. The Warburg effect promotes cell proliferation, migration, and drug resistance [4]. Pyruvate kinase (PK) is the key enzyme that catalyzes the final step of glycolysis, converting phosphoenolpyruvate (PEP) to pyruvate while phosphorylating ADP to ATP [5]. PK is encoded by the PKM-gene and then spliced into Pyruvate kinase M1 and M2 (PKM1 and PKM2). PKM1 has high activity and is expressed in almost all tissues. In contrast, PKM2 is mainly expressed in rapidly proliferative cells, such as normal embryonic and tumor cells. PKM2 promotes the synthesis of macromolecules such as nucleic and amino acids, which are indispensable for cell proliferation. It has been shown that the activity of PKM2 is regulated by its phosphorylation [6]. The receptor tyrosine kinase (RTK) FGFR disrupts the formation of active tetrameric PKM2 by directly phosphorylating PKM2 Y105 and releasing the cofactor fructose-1,6-bisphosphate [6,7]. In tumor cells, PKM2 acts as a molecular switch that determines whether glucose is converted to lactate for energy regeneration (active tetrameric form, the Warburg effect) or used for cellular anabolism (almost inactive dimeric form) [8], reprogramming tumor metabolism and regulating cell growth, metastasis, and chemoresistance. However, the regulation of PKM2 activity by phosphorylation is not fully understood; therefore, it is vital to further explore the specific regulatory mechanisms of PKM2 in LUAD to improve the prognosis of patients.
Girdin is an actin-binding protein that is highly expressed in breast cancer [9], glioblastoma [10], and colorectal cancer [11]. Girdin interacts with Akt (Serine/Threonine Kinase 1) [12,13], the trimeric Gαi/s [14], and dynamin [15], participating in multiple biological processes such as proliferation [16], migration [9,12], angiogenesis [12,17], endocytosis [18], and apoptosis [19]. Although several studies implicate Girdin in the promotion of tumorigenesis [9,10,11,20], these studies used a transplanted tumor model in mice, which cannot fully reflect tumor initiation and progression in vivo. Therefore, exploring the role of Girdin in a spontaneous tumorigenesis animal model is necessary to dissect Girdin’s effect on tumor formation. In addition, multiple biological processes regulated by Girdin are closely related to energy metabolism. For example, Girdin has been shown to regulate the mechanistic target of the rapamycin (mTOR) signaling pathway [21] to promote cell growth and produce chemoresistance by modulating autophagy to reprogram energy metabolism in pancreatic cancer cells [22]. However, whether Girdin is involved in tumor metabolism regulation remains unclear.
In this study, we showed for the first time the role of Girdin in tumorigenesis with an inducible autochthonous tumorigenesis model of LUAD. We also showed that Girdin interacts with PKM2 and inhibits PKM2 activity, thereby shifting glycolysis from mitochondrial respiration to lactate production. Our data indicate that Girdin is greatly indispensable for the proliferation, aerobic glycolysis, and chemoresistance of tumor cells.
2. Materials and Methods
2.1. Generation of Lenti-sgRNA/Cre Virus
2.1.1. sgRNA Construction
Lenti-sgNT/Cre vectors encoding individual sgRNAs were purchased (#66895, Addgene, Watertown, MA, USA). Fragments containing sgTrp53 or sgTrp53-sgGirdin were synthesized by GENEWIZ (Suzhou, China) with the cloning sites of PmeI and AscI. They were then introduced in tandem at the site of the original U6-sgRNA cassette. The primer sequences used for cloning sgRNAs and assembling multi-sgRNA vectors are listed in Table 1.
Table 1.
Primer | Sequences (5′ to 3′) |
---|---|
Lenti-sgTrp53/Cre-F | AGCTTTGTTTAAACGAGGGCCTATTTCCCATGAT |
Lenti-sgTrp53/Cre-R | TTGGCGCGCCGCGAATTCAAAAAAGCACCG |
Lenti-sgTrp53/Cre-sgGirdin-F | AGCTTTGTTTAAACGAATTGACGCGTATTGGGAT |
Lenti-sgTrp53/Cre-sgGirdin-R | GCCAAGCTCGGCGCGCCATT |
2.1.2. Lentivirus Package
Lenti-sgRNA/Cre virus was produced by co-transfection with packaging vectors psPAX2 (#12260, Addgene, Watertown, MA, USA) and envelope plasmid pCMV-VSV-G (#8454, Addgene, Watertown, MA, USA) into 293FT cells using Lipo293™ (C0521, Beyotime, Shanghai, China). Viral supernatants were collected 48 h after post-transfection and then passed through a 0.45 μm filter (SLHP033RB, Millipore, Darmstadt, Germany), concentrated with EZ Lentivirus concentrated solution (AC04L442, Life-iLab, Shanghai, China), and resuspended in sterilized PBS (E607008-0500, Sangon Biotech, Shanghai, China). Lentivirus was divided and stored at −80 °C.
2.1.3. RT-PCR Measurements of Lentivirus Titer
The concentrated lentivirus was used to infect HEK293 cells in 5 μL, 10 μL, and 20 μL for 24 h, and the medium was changed for fresh DMEM (Gibco, Carlsbad, CA, USA) containing 10% FBS (Excell, Shanghai, China) to harvest for 48 h. The total DNA was extracted using Ezup Column Animal Genomic DNA Purification kits (B518251-0100, Sangon Biotech, Shanghai, China). Real-time PCR amplifications were performed as follows: 95 °C for 30 s, 95 °C for 10 s, 55 °C for 0:15 + Plate Read, 68 °C for 30 s, (GO TO) 95 °C for 10 s (39 more times), Melt Curve 65 to 95 °C for increment 0.5 °C for 0:05 + Plate Read. The copy number of the lentivirus was calculated based on the standard curve depicted, using pLenti-sgNT/Cre and pRK5-HA-GST-RagB as the standards [23]. The primer sequences used for Lentivirus titer are listed in Table 2. WPRE is an element of Lenti-sgRNA/Cre plasmid and RagB is the reference gene.
Table 2.
Primer | Sequences (5′ to 3′) |
---|---|
WPRE-F | TCAGCTCCTTTCCGGGACTT |
WPRE-R | ATTGAGGGCCGAAGGGACGT |
RagB-F | GCAAGACACCTTCATGGAAA |
RagB-R | GCATGTCCTTTTCCAGTTCG |
2.2. Ethics Statement, Mice, and Tumor Initiation
Ethics statement: All animal studies were approved by the Institutional Animal Care and Use Committee (IACUC) of Central South University. All in vivo operations were performed in compliance with Central South University’s Animal Facility regulations.
Mice: KrasLSL-G12D/+ mice were purchased from Shanghai Biomodel Organism Science & Technology Development Co., Ltd. (NO. NM-KI-190003, Shanghai, China); Rosa26LSL-Cas9-tdTomato mice were purchased from Gempharmatech Co., Ltd. (NO. T002249, Nanjing, China). All animals were maintained on a mixed C57BL/6J 3 129SvJ genetic background. The two genetic mice were crossed to obtain KCT mice (KrasLSL-G12D/+; Rosa26LSL-Cas9-tdTomato). All the experimental mice were genotyped at least three times; primers are listed in Table 3.
Table 3.
Primer | Sequences (5′ to 3′) |
---|---|
Kras-F | CTAGCCACCATGGCTTGAGT |
Kras-R | TCCGAATTCAGTGACTACAGATG |
LSL-F | CGGCATGGACGAGCTGTACAAG |
LSL-R | TCAGCAAACACAGTGCACACCAC |
WT-F | CCCAAAGTCGCTCTGAGTTGTTA |
WT-R | TCGGGTGAGCATGTCTTTAATCT |
Tumor initiation: After being anesthetized with avertin, mice between 6 and 8 weeks of age were treated via nasal inhalation of lentivirus carrying sgRNAs and Cre recombinase (5 × 105 IFU/mouse), as described earlier [23,24,25,26].
2.3. Histology and Immunohistochemistry
Mice were sacrificed and their lungs were dissected and fixed with 10% formalin neutral buffer overnight at room temperature. Fixed tissues were embedded in paraffin, sectioned at 5 mm, and then hematoxylin and eosin (H&E) stained (Department of Pathology, Xiangya Hospital, Central South University, Changsha, China). The total lung area occupied by the tumor was measured on H&E-stained slides using K-Viewer software. Immunohistochemistry was performed as described [21] and analysis was conducted using Mantra 1.0.3 and inform 2.4.0. The antibodies used were: Girdin (A16132, ABclonal, Wuhan, China), Ki-67 (A16667, abcam, Cambridge, UK), and TTF1(PA352, abcarta, Suzhou, China).
2.4. Measurement of Glucose Assumption, Lactate, and ATP Production
Glucose, lactate, and ATP concentrations of the cultured medium were measured by using glucose (GO) assay (GAGO20-1KT, Sigma-Aldrich, St. Louis, MO, USA), L-Lactate assay (MAK329-1KT, Sigma-Aldrich, St. Louis, MO, USA) and ATP assay (MAK190-1KT, Sigma-Aldrich, St. Louis, MO, USA) kits according to the manufacturer’s instructions. Glucose consumption, lactation, and ATP production were normalized by amounts of cellular protein. The data are means SD from three independent experiments.
2.5. PKM2 Activity Assay
A549 and KP Cells were washed twice with ice-cold PBS, lysed with a PK assay buffer (K709, BioVision, Waltham, MA, USA), and then collected. PKM2 activity was determined using a PK activity assay kit (K709, BioVision, Waltham, MA, USA) according to the manufacturer’s instructions. The activity of PKM2 was corrected by the number of cells. The data means SD from three independent experiments.
2.6. Cell Culture, Transfection, Plasmids, and RNA Interference
A549 cells were purchased from the American Type Culture Collection (Rockville, MD, USA), the human embryonic kidney epithelial 293FT cell line was purchased from Invitrogen (Carlsbad, CA, USA), and the KP cells derived from an autochthonous tumorigenesis mouse model (Cre induced LUAD in KrasLSL-G12D/+; Trp53f/f mice) were kindly provided by Prof. Hongbin Ji (Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences). A549 cells were cultured in RPMI-1640 (Gibco, Carlsbad, CA, USA) supplemented with 10% fetal bovine serum (FBS, Excell, Shanghai, China). KP and 293FT cell lines were cultured in DMEM (Gibco, Carlsbad, CA, USA) supplemented with 10% FBS. Plasmids and siRNA were transfected into cells using Lipo8000TM (C0533, Beyotime, Shanghai, China) and LipoRNAiTM (C0535, Beyotime, Shanghai, China) according to the manufacturer’s instructions.
The N-terminal fragment of Girdin (NT) was cloned and inserted into the pGEX-6P-3 vector (#27-4599-01, Addgene, Watertown, MA, USA). GFP, GFP-NT, GFP-M1, GFP-M2, and GFP-CT cDNAs were inserted into the pRetroQ-3xFlag vector as previously described [22]. sgRNAs were designed using the CRISPR tool (http://crispr.mit.edu (accessed on 16 September 2019)) to minimize potential off-target effects. The genomic primers and sgRNA sequences are listed in Table 4. The specificity of the siRNA used in this study has been previously identified [12,18,21]; its primers are listed in Table 4.
Table 4.
Primer | Sequences (5′ to 3′) |
---|---|
siGirdin-F | AAGAAGGCTTAGGCAGGAATT |
siGirdin-R | AATTCCTGCCTAAGCCTTCTT |
sgGiridn#1-F | CACCGGTCATGAACTGCTCCAGAA |
sgGiridn#1-R | AAACTTCTGGAGCAGTTCATGACC |
sgGiridn#2-F | CACCGCTAAAGCCACATACTCATCC |
sgGiridn#2-R | AAACGGATGAGTATGTGGCTTTAGC |
2.7. Antibodies and Reagents
The following antibodies were used for western blot and immunofluorescent studies: Girdin (AF5345, R&D Systems, Minneapolis, MN, USA); Girdin (A16132, ABclonal, Wuhan, China); PKM2 (#4053, Cell Signaling Technology, Danvers, MA, USA); p-PKM2 (#3827, Cell Signaling Technology, Danvers, MA, USA); p53 (#2524, Cell Signaling Technology, Danvers, MA, USA); GST (sc459, Santa Cruz, Santa Cruz, CA, USA); GFP (598, MBL, Tokyo, Japan); β-Actin (66009-1-Ig, Proteintech, Wuhan, China). The uncropped Western Blot figures for relevant results are shown in Figures S2–S5.
2.8. Data Analysis
All statistical analyses were conducted using GraphPad Prism 8.0.2 software (GraphPad, San Diego, CA, USA). Data are shown as the means ± SD. Statistical significance was analyzed using Student’s t-test. A 2 × 2 Fisher’s Exact Test was used to analyze the number of tumor-bearing mice. Pearson’s chi-squared was conducted for the clinicopathological characteristics of LUAD patients. p < 0.05 was regarded as statistically significant.
3. Results
3.1. Girdin Knockout Severely Inhibits LUAD Tumorigenesis
To evaluate the biological functions of Girdin in vivo, we obtained KrasLSL-G12D/+; Rosa26LSL-Cas9-tdTomato (KCT) mice by crossing KrasLSL-G12D/+ and Rosa26LSL-Cas9-tdTomato mice strains (Figure 1A). The mice were genotyped by a classical PCR method (Figure S1A). The tumor was initiated through infection with lentivirus containing a sgRNA sequence targeting the Trp53 gene and a Cre recombinase (Lenti-sgTrp53/Cre) via nasal inhalation. A non-targeting gRNA (sgNT) was used as a negative control (Lenti-sgNT/Cre). The effect of Girdin on tumorigenesis was evaluated by designing a lentivirus vector containing sgRNA sequences targeting both Trp53 and Girdin (Lenti-sgTrp53-sgGirdin/Cre) (Figure 1B). The knockout (KO) efficiency was first assessed by infecting LLC cells stably expressing Cas9 with lentivirus (Figure 1C). The efficiency of Girdin KO was further tested by T7 Endonuclease I (T7EI) mismatch assays. The gene editing efficiency of sgGirdin#1 and #2 were 51.2% and 55.4%, respectively (Figure S1B). Furthermore, the DNA sequencing data revealed the induction of several mutations in the Girdin gene locus, including the terminal mutation that shifted TAG to TAA, which terminated gene transcription earlier than usual (Figure S1C), supporting the identification of Girdin depletion at the DNA level.
Twelve weeks after tumor initiation, KCT mice transduced with Lenti-sgNT/Cre showed no tumors, while most mice transduced with Lenti-sgTrp53/Cre developed many large tumors. Interestingly, the mice infected with Lenti-sgTrp53-sgGirdin/Cre showed fewer and smaller tumors, as detected by fluorescence imaging (Figure 1D). The number of tumor-bearing mice was counted. There were no tumor-bearing mice in the negative control group sgNT/Cre. A total of 6 out of 7 (86%) mice in the sgTrp53/Cre group developed tumors, while the tumorigenic rates of mice in the sgTrp53-sgGirdin group were only 1/6 and 2/8 (Figure 1E). Quantification by histology confirmed that KCT mice transduced with Lenti-sgTrp53-sgGirdin/Cre had fewer and smaller tumors compared with the positive control (Figure 1F,G). Immunostaining with Girdin antibodies confirmed the successful Girdin KO in the tumors from mice transduced with Lenti-sgTrp53-sgGirdin/Cre (Figure 1H), and all the tumors were lung adenocarcinomas, based on positive TTF1 staining (Figure 1I). Girdin KO tumors showed a significant reduction in Ki67 staining, indicating the inhibition of tumor proliferation (Figure 1J,K). Taken together, these data demonstrate that Girdin depletion inhibited autochthonous tumorigenesis of LUAD.
3.2. Girdin Promotes LUAD Progression
To further investigate the involvement of Girdin in lung adenocarcinoma, we checked Girdin expression in lung adenocarcinoma tissues by immunohistochemistry. Compared to the paired adjacent normal lungs, higher Girdin expression was detected in cancer tissues (Figure 2A,B). To extend those data, we checked whether Girdin expression was correlated with clinicopathological characteristics for LUAD patients and found that high expression of Girdin suggested an advanced clinical stage (Table 5). Furthermore, we analyzed Girdin’s expression in several datasets; high Girdin expression was associated with worse overall survival (Figure 2C–E). These data indicate that Girdin may promote LUAD progression.
Table 5.
Characteristic | Total | Girdin-Low (%) | Girdin-High (%) | p Value (χ2 Test) |
---|---|---|---|---|
Number | 57 | 28 (49.1) | 29 (50.9) | |
Age (y) | ||||
<55 | 27 | 12 (21.1) | 15 (26.3) | 0.5026 |
≥55 | 30 | 16 (28.1) | 14 (24.5) | |
Gender | ||||
Male | 32 | 13 (22.8) | 19 (33.3) | 0.1465 |
Female | 25 | 15 (26.3) | 10 (17.6) | |
Smoking | ||||
Yes | 20 | 7 (12.3) | 13 (22.8) | 0.1168 |
No | 37 | 21 (36.8) | 16 (28.1) | |
Clinical stage | ||||
I | 29 | 19 (33.3) | 10 (17.6) | 0.0118 |
II~IV | 28 | 9 (15.8) | 19 (33.3) |
Regarding the role of Girdin in the LUAD, siRNA-mediated Girdin depletion significantly decreased cell proliferation and colony formation of A549 cells in 2D and 3D cultures in vitro (Figure 2F–K). When we knocked out Girdin in KP cells (a LUAD cell line derived from an autochthonous tumorigenesis mouse model) and repeated the above assays, the same results were consistently attained, as in the A549 cells (Figure 2L–Q). Collectively, these results indicate that Girdin ablation can substantially inhibit cell growth in LUAD.
3.3. Girdin Enhances the Warburg Effect in LUAD
Previous studies have shown that Girdin is involved in the regulation of the Akt and mTORC1 signaling pathways [18,21], and these two pathways are closely related to tumor cell metabolism, especially the glycolytic process [27]. To clarify the underlying mechanism by which Girdin mediated the inhibition of lung cancer cell growth, we performed metabolomics analysis, which showed that Girdin was involved in the regulation of the tricarboxylic acid (TCA) cycle. Analysis showed that the intermediates of the TCA cycle, such as citrate, cis-aconitate, α-ketoglutarate, succinate, and L-malate, were significantly upregulated in Girdin-interfering (siRNA) A549 cells (Figure 3A). In addition, we examined glucose consumption, ATP production, and lactate production in Girdin-depleted A549 cells. We found that Girdin knockdown inhibited glucose consumption (Figure 3B) as well as ATP and lactate production (Figure 3C,D). Altogether, these results suggest that Girdin can promote the Warburg effect by shifting the TCA cycle to the process of lactate production, which may contribute to its role in lung cancer cell growth.
3.4. Identification of PKM2 as a Girdin-Interacting Protein
To explore the mechanism of Girdin involved in the regulation of glycolysis, we employed affinity column chromatography to isolate Girdin interacting proteins. To this end, we purified the glutathione S-transferase (GST)-tagged Girdin amino-terminal domain (GST-NT) from Escherichia coli, since GST-NT showed stable and high expression levels in this bacterial expression system. Glutathione sepharose beads coated with purified GST protein or GST-NT were incubated with whole-cell lysate from A549 cells. The interacting proteins eluted by high-salt solutions were analyzed by mass spectrometry, which identified pyruvate kinase M2 (PKM2) as one of the Girdin-interacting proteins (Figure 4A). Due to the critical role of PKM2 in the Warburg effect, we speculated that Girdin may regulate lung cancer aerobic glycolysis through interaction with PKM2.
The interaction between PKM2 and the Girdin NT domain suggested by affinity column chromatography was confirmed by western blot analysis (Figure 4B). The Girdin-PKM2 interaction was further confirmed by reciprocal co-IP in A549 cells (Figure 4C,D). In addition, we performed the co-IP to detect the interaction between Girdin and several enzymes in the glycolysis pathway. Again, only PKM2 and no other enzymes such as pyruvate dehydrogenase (PDH), hexokinase (HK), Lactate Dehydrogenase A (LDHA), or Phosphofructokinase Platelet (PFKP) interacted with Girdin (Figure 4E). Furthermore, immunofluorescence (IF) staining was conducted with Girdin or PKM2 antibodies in A549 cells to detect their subcellular localization. The results showed that Girdin and PKM2 were mainly co-localized in the cytoplasm (Figure 4F). Mapping the interacting domains indicated that the Girdin NT domain was responsible for the association with PKM2 (Figure 4G,H). All the above results demonstrate that PKM2 is a bonafide Girdin-interacting protein in lung cancer cells.
3.5. Girdin Leads to Chemoresistance by Regulating PKM2 Phosphorylation and Activity
PKM2 is a key enzyme involved in the Warburg effect and provides a growth advantage to tumors. Phosphorylation of PKM2 at Y105 promotes the Warburg effect and tumor growth, while Giridn ablation inhibits the proliferation in LUAD cells. We next investigated the effect of Girdin on phosphorylated Y105 of PKM2. The results showed that Girdin depletion attenuated the phosphorylation of PKM2 in A549 and KP cells (Figure 5A,B). Previous studies reported that the phosphorylation level of PKM2 was negatively correlated with its activity [6,28], so we continued to detect the effect of Girdin on the activity of PKM2. Consistently, Girdin knockdown significantly increased PKM2 activity (Figure 5C,D). These results suggest that Girdin promotes the Warburg effect by regulating PKM2 phosphorylation and activity.
We next explored how Girdin regulates PKM2 phosphorylation. As tyrosine is mainly phosphorylated by tyrosine kinase, we tested the effect of several tyrosine kinases on PKM2 phosphorylation. We found that platelet-derived growth factor receptor β (PDGFRβ) could promote PKM2 Y105 phosphorylation as enhanced phosphorylation of PKM2 was detected in A549 cells overexpressing PDGFRβ. However, Girdin knockdown markedly reduced p-PKM2 expression induced by PDGFRβ, suggesting that Girdin was not dispensable in cells overexpressing PDGFRβ (Figure 5E). Interestingly, Girdin depletion increased PDGβ-induced degradation of PDGFRβ and thus inhibited PDGF signaling and PKM2 phosphorylation in lung cancer cells (Figure 5F). These results suggest that Girdin can reduce PKM2 activity by inhibiting PDGFRβ degradation.
Given that aerobic glycolysis is associated with drug resistance in cancer cells [29], we examined whether Girdin promotes resistance of cancer cells to chemotherapeutic agents. Cisplatin (CDDP), a cell cycle non-specific cytotoxic drug targeting DNA, is a broad-spectrum chemotherapy drug for lung cancer. Pemetrexed (PEM), a kind of first-line drug for LUAD, especially for progressive LUAD, is an anti-folate agent with a core of pyrrolopyrimidine moieties in its structure that inhibits tumor growth by disrupting the normal intracellular folate-dependent metabolic process and suppressing cell replication. To achieve the best chemotherapy outcome, a “CDDP + PEM” regimen is always regarded as the first-line treatment strategy for patients diagnosed with late-stage LUAD. To investigate the role of Girdin on the chemotherapeutic effect of LUAD, we found that the LUAD patients with high Girdin expression showed poor prognosis after receiving chemotherapy according to the Kaplan-Meier plotter database (Figure 5G).
To further investigate the effect of Girdin on chemotherapy treatment for LUAD, we treated A549 cells with CDDP, PEM, and “CDDP + PEM” and detected the apoptosis marker cleaved-PARP1 at first. CDDP and PEM indeed induced cell apoptosis, and the two pharmaceuticals had a synergistic effect on LUAD cells by inducing cell apoptosis (Figure 5H). When cells were transfected with siCtrl or siGidin, similar operations were conducted again, and it was clear that Girdin interference promoted cell apoptosis when cells were given different chemotherapeutic drugs. Furthermore, we noticed a dramatic promotion of cell apoptosis in Girdin depletion cells following combinational use of CDDP and PEM compared with using them separately, which indicated that Girdin ablation could increase chemotherapy sensitivity (Figure 5I). Moreover, in Girdin-interfering cells, increased apoptosis was restored by forced expression of PKM2 WT but not the PKM2 Y105F mutant, no matter what drug was administered (Figure 5J–L). Taken together, our results suggest that Girdin promotes chemoresistance in the first-line treatment for LUAD.
To determine the role of PKM2 and Girdin in promoting chemoresistance to CDDP and PEM in cell survival, we checked the cell proliferation in Girdin-depleted A549 cells with overexpression of PKM2 WT or Y105F mutant. Unexpectedly, PKM2 WT reverted the effect on proliferation caused by siGirdin, but PKM2 Y105F failed to exert a similar influence (Figure 5M), indicating that Girdin-mediated PKM2 Y105 phosphorylation augments chemoresistance. Then, we performed a survival assay by administering CDDP, PEM, or “CDDP + PEM” to cells transfected with Girdin siRNA and PKM2 rescued. Girdin-depletion promoted CDDP- and PEM-induced cell apoptosis, which can be rescued by forced expression of PKM2 WT but not its Y105F mutant. Otherwise stated, Girdin facilitated chemoresistance by promoting PKM2 phosphorylation, and consistent synergies could be observed when cells were given “CDDP + PEM” (Figure 5N). Collectively, these results show that Girdin leads to chemoresistance by promoting cell proliferation and PKM2 Y105 phosphorylation in lung cancer cells.
4. Discussion
In this study, we revealed that Girdin is involved in the regulation of aerobic glycolysis in LUAD cells through the inhibition of PKM2 activity, leading to cancer cell growth and chemoresistance. This process may be related to Girdin-mediated inhibition of PDGFRβ degradation (Figure 6).
Girdin has been found to play an important role in promoting tumor cell proliferation [30], metastasis [11], angiogenesis [17], and signal transduction [21]. Girdin acts as an Akt substrate and is involved in the activation of the PI3K/Akt signaling pathway. Akt enhances the Warburg effect of tumor cells by increasing the activity of factors such as glucose transporters (GLUT), hexokinase (HK), and phosphofructokinase 1 (PFK1). Akt also promotes protein and lipid synthesis by activating mTORC1. At the molecular level, these metabolic changes likewise activate hypoxia-inducible factor 1 (HIF-1), which drives cellular energy metabolism to lactate production. However, all of the studies related to Girdin utilized transplanted tumor mouse models [9,22], which cannot reflect the real status of tumorigenesis in vivo.
It was reported that the KrasG12D mutant coordinated with Trp53 deficiency could drive spontaneous LUAD tumor formation in a mouse model, which has proven to be an excellent model to mimic LUAD tumorigenesis in vivo. In our study, we showed for the first time that Girdin is a critical factor governing the development of LUAD by using this model and identified the mechanism of Girdin on the Warburg effect in LUAD cells, extending our understanding of the importance of Girdin in tumor development.
The activity of PKM2 is regulated by its phosphorylation, and the reported phosphorylation sites of PKM2 are Y83, Y105, Y148, Y175, Y370, and Y390. Hitosugi et al. (2009) found that fibroblast growth factor receptor type 1 (FGFR1) disrupted PKM2 activity by directly phosphorylating PKM2 Y105. FGFR1 disrupted the binding of PKM2 to the co-factor fructose-1,6-bisphosphate, thereby inhibiting the formation of active tetrameric PKM2 [6]. Min Tian et al. (2021) found that Anexelekto (AXL) inhibited the activity of PKM2 and promoted aerobic glycolysis by phosphorylating PKM2, which was relevant to cisplatin-mediated drug resistance in ovarian cancer [31]. In this study, we found that Girdin regulated the phosphorylation of PKM2, possibly by a mechanism that involves inhibiting platelet-derived growth factor receptor (PDGFRβ) degradation, which may be regulated by the intracellular transport function of Girdin, as previously reported [21].
Of course, many other RTKs play an important role in the development of LUAD, and these must be explored in the future. In terms of chemoresistance, the Girdin-mediated Warburg effect may not be the only mechanism affecting chemoresistance, but it plays a crucial role in LUAD treatment. Since PKM2 Y105 phosphorylation can be induced by several tyrosine kinases (FGFR1, ITK, PTK2/FAK, YES, AXL, CLK1, EphA4, TNK2/ACK1, JAK3, and Src) [6,32] and PKM2 activity can be regulated by cell cycle-related mechanism, how Girdin regulates PKM2 phosphorylation may not be through cell cycles but by another mechanism, and this requires further study. Future studies should be conducted to uncover how Girdin regulates PKM2 via direct interaction with PKM2.
In conclusion, our study reveals that Girdin promotes tumorigenesis in vitro and in vivo; further analysis finds that Girdin interacts with PKM2 and inhibits PKM2 activity, causing chemoresistance in LUAD. Girdin increases metabolic flux to glycolysis and concomitantly inhibits entry into mitochondrial respiration in cancer cells. TEPP-46 and Mitapivat, two inhibitors reported to target PKM2 in glucose metabolism [33], should be tested to investigate their roles in overcoming CDDP and PEM resistance in LUAD patients with up-regulated Girdin expression.
5. Conclusions
In summary, we showed that Girdin promoted LUAD growth both in vivo and in vitro and demonstrated that Girdin promotes the Warburg effect by modulating PKM2 activity which, in turn, leads to tumorigenesis and chemoresistance. Our results suggest that Girdin may be a potential therapeutic target to overcome the resistance of LUAD cells to chemotherapeutic agents.
Acknowledgments
The authors would like to thank Hongbin Ji (Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences) for providing KP cells.
Supplementary Materials
The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/cancers14225688/s1. Figure S1 is the supplementary data for Figure 1; Figures S2–S5 are the uncropped WB figures for relevant results.
Author Contributions
Conceptualization, L.W., A.E., M.T. and L.S.; methodology, F.C., D.Y. and F.T.; validation, S.C., Z.Y. and S.G.; formal analysis, L.W., F.C., D.Y., F.T. and X.H.; investigation, F.C., D.Y. and L.W.; resources, L.S. and M.T.; data curation, L.S. and L.W.; writing—original draft preparation, F.C. and D.Y.; writing—review and editing, L.W. and A.E.; visualization, F.C., D.Y., F.T., C.L. and X.H.; supervision, L.S., M.T. and A.E.; funding acquisition, L.W. and D.Y. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
This study was conducted following the Declaration of Helsinki and approved by the ethical committee at Xiangya Hospital, Central South University. Approval code: 2019030387; approval date: 5 March 2019.
Informed Consent Statement
Written informed consent was obtained from all patients.
Data Availability Statement
All data will be available upon reasonable request by emailing the corresponding author.
Conflicts of Interest
The authors declare no conflict of interest.
Funding Statement
This work was funded by the following grants and associations: The National Multidisciplinary Cooperative Diagnosis and Treatment Capacity Building Project for Major Diseases (lLung Cancer, z027002), National Natural Science Foundations of China (81974465 and 81900199), the recruitment program for Huxiang Talents (2019RS1009) received by L.W.; Hunan Provincial Natural Science Foundation of China (2022JJ30364), a scientific research project of Hunan Health Commission (202204022569); Hunan Cancer Hospital Climb Plan (ZX2020005); and Hunan Clinical Medical Research Center of Accurate Diagnosis and Treatment for Esophageal Carcinoma (2020SK4005), received by D.Y.
Footnotes
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References
- 1.Siegel R.L., Miller K.D. Cancer statistics, 2022. CA Cancer J. Clin. 2022;72:7–33. doi: 10.3322/caac.21708. [DOI] [PubMed] [Google Scholar]
- 2.Sung H., Ferlay J. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J. Clin. 2021;71:209–249. doi: 10.3322/caac.21660. [DOI] [PubMed] [Google Scholar]
- 3.Warburg O., Wind F. The metabolism of tumors in the body. J. Gen. Physiol. 1927;8:519–530. doi: 10.1085/jgp.8.6.519. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Icard P., Shulman S. How the Warburg effect supports aggressiveness and drug resistance of cancer cells? Drug Resist. Updates Rev. Comment. Antimicrob. Anticancer. Chemother. 2018;38:1–11. doi: 10.1016/j.drup.2018.03.001. [DOI] [PubMed] [Google Scholar]
- 5.Chaneton B., Gottlieb E. Rocking cell metabolism: Revised functions of the key glycolytic regulator PKM2 in cancer. Trends Biochem. Sci. 2012;37:309–316. doi: 10.1016/j.tibs.2012.04.003. [DOI] [PubMed] [Google Scholar]
- 6.Hitosugi T., Kang S. Tyrosine phosphorylation inhibits PKM2 to promote the Warburg effect and tumor growth. Sci. Signal. 2009;2:ra73. doi: 10.1126/scisignal.2000431. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Christofk H.R., Vander M.G., Wu N., Asara J.M., Cantley L.C. Pyruvate kinase M2 is a phosphotyrosine-binding protein. Nature. 2008;452:181–186. doi: 10.1038/nature06667. [DOI] [PubMed] [Google Scholar]
- 8.Mazurek S. Pyruvate kinase type M2: A key regulator of the metabolic budget system in tumor cells. Int. J. Biochem. Cell Biol. 2011;43:969–980. doi: 10.1016/j.biocel.2010.02.005. [DOI] [PubMed] [Google Scholar]
- 9.Jiang P., Enomoto A. An actin-binding protein Girdin regulates the motility of breast cancer cells. Cancer Res. 2008;68:1310–1318. doi: 10.1158/0008-5472.CAN-07-5111. [DOI] [PubMed] [Google Scholar]
- 10.Natsume A., Kato T. Girdin maintains the stemness of glioblastoma stem cells. Oncogene. 2012;31:2715–2724. doi: 10.1038/onc.2011.466. [DOI] [PubMed] [Google Scholar]
- 11.Garcia-Marcos M., Jung B.H. Expression of GIV/Girdin, a metastasis-related protein, predicts patient survival in colon cancer. FASEB J. 2011;25:590–599. doi: 10.1096/fj.10-167304. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Enomoto A., Murakami H., Asai N., Morone N., Watanabe T., Kawai K., Murakumo Y., Usukura J., Kaibuchi K., Takahashi M. Akt PKB Regulates Actin Organization and Cell Motility via Girdin APE. Dev. Cell. 2005;9:389–402. doi: 10.1016/j.devcel.2005.08.001. [DOI] [PubMed] [Google Scholar]
- 13.Anai M., Shojima N. A novel protein kinase B (PKB)/AKT-binding protein enhances PKB kinase activity and regulates DNA synthesis. J. Biol. Chem. 2005;280:18525–18535. doi: 10.1074/jbc.M500586200. [DOI] [PubMed] [Google Scholar]
- 14.Le-Niculescu H., Niesman I. Identification and characterization of GIV, a novel Galpha i/s-interacting protein found on COPI, endoplasmic reticulum-Golgi transport vesicles. J. Biol. Chem. 2005;280:22012–22020. doi: 10.1074/jbc.M501833200. [DOI] [PubMed] [Google Scholar]
- 15.Simpson F., Martin S. A novel hook-related protein family and the characterization of hook-related protein 1. Traffic. 2005;6:442–458. doi: 10.1111/j.1600-0854.2005.00289.x. [DOI] [PubMed] [Google Scholar]
- 16.Yamamura Y., Asai N. Akt-Girdin signaling in cancer-associated fibroblasts contributes to tumor progression. Cancer Res. 2015;75:813–823. doi: 10.1158/0008-5472.CAN-14-1317. [DOI] [PubMed] [Google Scholar]
- 17.Kitamura T., Asai N. Regulation of VEGF-mediated angiogenesis by the Akt/PKB substrate Girdin. Nat. Cell Biol. 2008;10:329–337. doi: 10.1038/ncb1695. [DOI] [PubMed] [Google Scholar]
- 18.Weng L., Enomoto A. Regulation of cargo-selective endocytosis by dynamin 2 GTPase-activating protein girdin. EMBO J. 2014;33:2098–2112. doi: 10.15252/embj.201488289. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Wang X., Enomoto A. Girdin/GIV regulates collective cancer cell migration by controlling cell adhesion and cytoskeletal or-ganization. Cancer Sci. 2018;109:3643–3656. doi: 10.1111/cas.13795. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Barbazan J., Dunkel Y. Prognostic Impact of Modulators of G proteins in Circulating Tumor Cells from Patients with Metastatic Colorectal Cancer. Sci. Rep. 2016;6:22112. doi: 10.1038/srep22112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Weng L., Han Y.P. Negative regulation of amino acid signaling by MAPK-regulated 4F2hc/Girdin complex. PLoS Biol. 2018;16:e2005090. doi: 10.1371/journal.pbio.2005090. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Wang S., Feng W. Girdin Knockdown Increases Gemcitabine Chemosensitivity to Pancreatic Cancer by Modulating Au-tophagy. Front. Oncol. 2021;11:618764. doi: 10.3389/fonc.2021.618764. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Lizée G., Aerts J.L., Gonzales M.I., Chinnasamy N., Morgan R.A., Topalian S.L. Real-time quantitative reverse transcriptase-polymerase chain reaction as a method for determining lentiviral vector titers and measuring transgene expression. Hum. Gene Ther. 2003;14:497–507. doi: 10.1089/104303403764539387. [DOI] [PubMed] [Google Scholar]
- 24.DuPage M., Dooley A.L. Conditional mouse lung cancer models using adenoviral or lentiviral delivery of Cre recombinase. Nat. Protoc. 2009;4:1064–1072. doi: 10.1038/nprot.2009.95. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Ji H., Ramsey M.R. LKB1 modulates lung cancer differentiation and metastasis. Nature. 2007;448:807–810. doi: 10.1038/nature06030. [DOI] [PubMed] [Google Scholar]
- 26.Han X., Li F. Transdifferentiation of lung adenocarcinoma in mice with Lkb1 deficiency to squamous cell carcinoma. Nat. Commun. 2014;5:3261. doi: 10.1038/ncomms4261. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Mirzaei H., Hamblin M.R. Regulation of Glycolysis by Non-coding RNAs in Cancer: Switching on the Warburg Effect. Mol. Ther. Oncolytics. 2020;19:218–239. doi: 10.1016/j.omto.2020.10.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Tamada M., Nagano O. Modulation of glucose metabolism by CD44 contributes to antioxidant status and drug resistance in cancer cells. Cancer Res. 2012;72:1438–1448. doi: 10.1158/0008-5472.CAN-11-3024. [DOI] [PubMed] [Google Scholar]
- 29.Marcucci F., Rumio C. Glycolysis-induced drug resistance in tumors-A response to danger signals? Neoplasia. 2021;23:234–245. doi: 10.1016/j.neo.2020.12.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Wang S., Lei Y. Girdin regulates the proliferation and apoptosis of pancreatic cancer cells via the PI3K/Akt signalling pathway. Oncol. Rep. 2018;40:599–608. doi: 10.3892/or.2018.6469. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Tian M., Chen X.S. Inhibition of AXL enhances chemosensitivity of human ovarian cancer cells to cisplatin via decreasing glycolysis. Acta Pharmacol. Sin. 2021;42:1180–1189. doi: 10.1038/s41401-020-00546-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Zhou Z., Li M. Oncogenic Kinase-Induced PKM2 Tyrosine 105 Phosphorylation Converts Nononcogenic PKM2 to a Tumor Promoter and Induces Cancer Stem-like Cells. Cancer Res. 2018;78:2248–2261. doi: 10.1158/0008-5472.CAN-17-2726. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Stine Z.E., Schug Z.T. Targeting cancer metabolism in the era of precision oncology. Nat. Rev. Drug Discov. 2022;21:141–162. doi: 10.1038/s41573-021-00339-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All data will be available upon reasonable request by emailing the corresponding author.