Abstract
Background
Pyruvate kinase is an enzyme that catalyzes the conversion of phosphoenolpyruvate and ADP to pyruvate and ATP in glycolysis and plays a role in regulating cell metabolism. It is reported that the activity of pyruvate kinase is increased in cancers. Phosphoribosyl amidotransferase (PPAT) is reported to be a crucial regulator for pyruvate kinase activity in lung cancer. However, its role in thyroid cancer remains largely unknown.
Materials and Methods
Immunohistochemical analysis and qRT-PCR were used to detect the expression of PPAT in thyroid cancer samples. Both gain-of-function and loss-of-function models were constructed in thyroid cancer cell lines and the biological functions of PPAT on cellular phenotypes were studied using CCK-8 assay and transwell assay in vitro, respectively. Then, Western blot was used to evaluate the change of PKM2 and downstream signal pathways after PPAT was overexpressed or knocked down.
Results
Immunohistochemical analysis showed increased expression of PPAT in thyroid cancer tissues, and it was associated with unfavorable pathological characteristics. Knockdown and overexpression assays suggested that altering PPAT expression modulated cell proliferation, migration, and invasion. In terms of mechanism, PPAT could positively regulate the expression of PKM2 and activate ERK and STAT3 signaling pathways.
Conclusion
PPAT plays crucial roles in regulating proliferation, migration, and invasion of thyroid cancer cells via activating PKM2, ERK, and STAT3.
Keywords: thyroid cancer, PPAT, PKM2, proliferation, migration, invasion
Introduction
Thyroid carcinoma (TC) is the most common endocrine malignancy in the world. Papillary thyroid carcinoma (PTC) is the main pathological type of TC, accounting for 80% of all TC cases.1,2 In recent decades, the incidence of TC has been increased gradually, mainly PTC.3 Although the prognosis of TC is relatively good, about 10% of cases are more invasive and deadly with high potential of distant metastasis.4,5 Therefore, in-depth exploration of the mechanism of TC occurrence and progression is still necessary.
Phosphoribosyl pyrophosphate amidotransferase (PPAT) is a key rate-limiting enzyme for purine metabolism.6,7 Studies show that changes in the enzyme activity caused by mutations in the PPAT gene lead to disorders in purine nucleotide metabolism, increasing the expression level of uric acid and causing diseases such as hyperuricemia and gout.8,9 In cancer biology, PPAT gene is mutated in some cases of gastric and colorectal cancers, which is related to the high microsatellite instability.10 Additionally, PPAT is confirmed to be highly expressed in lung adenocarcinoma tissues; overexpression of PPAT significantly promotes tumor cell proliferation and invasion via activating pyruvate kinase (PK) and can function as a biomarker for aggressive lung adenocarcinoma.11 However, the expression and function of PPAT in TC and its mechanism have not yet been elucidated.
PK is a rate-limiting enzyme in the glycolytic pathway. It catalyzes the substrate phosphoenolpyruvate (PEP) to produce pyruvate and release energy. It can encode four isoenzymes, and among them, pyruvate kinase M2 (PKM2) is reported to be a key regulator of tumor cell metabolism, growth, and metastasis.12,13 With the up-regulation of PKM2, the enzyme structure changes from a traditional tetramer to a dimer, which has a weaker affinity for PEP, leading to changes in tumor cell metabolism, thus allowing tumor cells to proliferate with limited nutritional supply.14,15 Many studies show that PKM2 is increased in a variety of human cancers. PKM2 plays a crucial regulatory role in the carcinogenesis, proliferation, migration, and invasion of tumor cells. For example, in hepatocellular carcinoma, PKM2 interacts with the nuclear sterol regulatory element-binding protein 1a (SREBP-1α) to activate adipogenesis and promote cell proliferation; highly expressed PKM2 is significantly associated with poor prognosis of patients with liver cancer.16,17 PKM2 is significantly overexpressed in gallbladder cancer tissues, and up-regulation of PKM2 can promote tumorigenesis.18 It is also reported that PKM2 is involved in the progression of TC.19 Additionally, the activation or up-regulation of PKM2 could activate multiple cancer-related pathways such as ERK signaling and STAT3 signaling.20–22 However, the expression of PKM2 in TC and its related mechanisms remain to be further explored.
The purpose of this study is to explore the expression and clinical significance of PPAT in TC, and further explore the effect of PPAT on the malignant phenotypes of TC cells and its related mechanisms. This study confirmed that PPAT was highly expressed in TC tissues and cells, and that patients with high expression of PPAT had unfavorable prognosis. In addition, PPAT was involved in promoting the proliferation and metastasis of TC cells by regulating PKM2 and activating ERK and STAT3 signaling pathways.
Materials and Methods
Tissue Sample
All participating patients signed informed consents prior to the study. This study was backed by Ethics Review Board of the Second Affiliated Hospital of Harbin Medical University. Cancer tissues (n = 50) and non-cancerous tissues (n = 50) samples from May 2014 to May 2018 were randomly selected in this study. All samples were stored in liquid nitrogen at −196°C for subsequent experiments.
Immunohistochemistry (IHC)
Streptomycin avidin-peroxidase (SP) method was used for IHC staining. The specimens were prepared into paraffin sections with a thickness of 4 μm. The sections were baked at 70°C, and then paraffin sections were dehydrated with different gradients of ethanol, and then antigen repair was performed. After that, H2O2 solution was added in order to inactivate endogenous enzymes at room temperature for 10 min and washed with PBS for 10 min. After that, anti-PPAT antibody (1: 100, MA5-25,978, Invitrogen, Carlsbad, CA, USA) and anti-PKM2 antibody (1: 200, ab137852, Abcam, Shanghai, China) were added and the sections were incubated overnight at 4°C. Then the sections were rinsed with PBS for 3 times, and the secondary antibody was added to incubate the section for 30 min. After rinsing with PBS for 3 times, the sections were stained with DAB. Ultimately, the sections were observed and scored by two independent pathologists.
Cell Culture
Human TC cell lines (K1, KTC-1, BHP5-16, and BHP2-7 cells) and human thyroid follicular epithelial cell lines (Nthy-ori 3–1) were purchased from Shanghai Institute of Biochemistry and Cell Biology, CAS (Shanghai, China). All the above cells were cultured in Dulbecco’s Modified Eagle’s Medium (DMEM) (HyClone, Logan, UT, USA) containing 10% fetal bovine serum (FBS) (Invitrogen, Carlsbad, CA, USA) in an incubator with 5% volume fraction of CO2 at 37°C. The medium was changed every 2–3 days, and when the cell grew to 80–90% confluence, 0.25% trypsin (Roche, Basel, Switzerland) was used for subculture.
Cell Transfection
BHP5-16 and KTC-1 cells were inoculated into a 60 mm culture plate at a density of 1 × 106/mL, and cultured for 24 h, and then transfected. PPAT overexpression plasmid, PPAT siRNA, PKM2 overexpression plasmid, PKM2 siRNA, and the corresponding negative controls were purchased from RiboBio Co, Ltd. (Guangzhou, China). Transfection was performed with lipofectamine™ 2000 (Invitrogen, Carlsbad, USA) according to the instructions. After 24 h of transfection, Western blot was used to detect transfection efficiency.
RNA Extraction and Quantitative Real-Time Polymerase Chain Reaction (qRT-PCR)
According to the manufacturer’s instructions, total RNA was extracted from TC tissues and cells using TRIzol (Invitrogen, Shanghai, China), and cDNA was prepared using the FastQuan RT kit (Tiangen Biotech., Beijing, China). qRT-PCR analysis was performed using SYBR Premix Ex Taq ™ Kit (Takara Biotechnology Co., Ltd., Dalian, China) according to the manufacturer’s instructions. Quantitative data were normalized to β-actin and the relative expression was calculated using the 2−ΔΔCt method. Each experiment was repeated three times. The specific primer sequence could be found in Table 1.
Table 1.
PPAT | F: GCGATTGAAGCACCTGTGGATG |
R: CGGTTTTTACACAGCACCTCCAC | |
PKM2 | F: CCATCCTCTACCGHCCCCGTTG |
R: CCAHCCCACAGGATGTTCTCGTC | |
β-actin | F: CCTTCCTGGGCATGGAGTCCT |
R: GGAGCAATGATCTTGATCTTC |
Abbreviations: F, forward; R, reverse; RT, reverse transcription.
Western Blot
The total protein of TC cells was extracted with RIPA lysate (Beyotime, Shanghai, China), and the protein samples were boiled for 5 min for denaturation. The total protein was then prepared by SDS-PAGE. The protein was then transferred to PVDF membrane (Millipore, Bedford, MA, USA), which was washed with TBST, and blocked by 3% bovine serum albumin (BSA). After that, primary antibodies including anti-PPAT antibody (1: 1000, MA5-25,978, Invitrogen, Carlsbad, CA, USA), anti-PKM2 antibody (1: 1000, ab137852, Abcam, Shanghai, China), and anti-β-actin antibody (1: 2000, ab8826, Abcam, Shanghai, China) were loaded to incubate the membranes at 4°C for 8 h. After that, the membrane was washed 3 times with TBST for 10 min each time. Subsequently, HRP-labeled secondary antibody (ab205718, 1:2000, Abcam, Shanghai, China) was loaded and the PVDF membrane was incubated for 2 h. After that, ECL chemiluminescence kit (Millipore, Bedford, MA, USA) was used for showing the bands.
CCK-8 Assay
BHP5-16 and KTC-1 cells were prepared as a single cell suspension, and the cell concentration was modulated to 2 × 104/mL, and inoculated into a 96-well plate with a volume of 100 μL/well. At 24, 48, 72, and 96 h after inoculation, 10 μL CCK-8 reagent (Beyotime Biotechnology, Shanghai, China) was added into each well. After incubating for 1 h, the absorbance of the wells at 450 nm was measured using a Bio-Rad mark microplate reader (Bio-Rad Laboratories, Shanghai, China).
Transwell Experiment
In migration assay, BHP5-16 and KTC-1 cells were harvested and resuspended with serum-free medium, and cell density was modulated to 5 × 105 cells/mL. 200 μL cell suspension was added into the upper compartment of each transwell chamber (8 μm pore diameter, Corning, Shanghai, China); at the same time, 600 μL medium containing 10% FBS was dripped into the lower compartment. After the cells were cultured for 48 h, the chamber was taken out from the incubator. The non-migrated cells on the membrane were wiped off with a cotton swab, and the migrated cells were fixed with anhydrous alcohol for 15 min and stained with 0.1% crystal violet solution for 20 min. After the membrane was washed by water gently and dried, five visual fields were randomly selected under a microscope, and the average number of migrated cells was calculated to evaluate the migration ability of the cells. In invasion assay, before the cells were inoculated, the Matrigel was used to cover the membrane of the transwell chamber.
Statistical Method
Analysis was performed using SPSS 17.0 statistical software (SPSS Inc., Chicago, IL, USA). The measurement data were expressed as mean ± standard deviation (x ± s). Comparisons between two groups were tested by t-test. The counting data were expressed in a fourfold table, and the difference between the two groups was analyzed by χ2 test. The difference was statistically significant with P < 0.05.
Results
PPAT mRNA and Protein Were Highly Expressed in TC Tissues and Cells
Firstly, we used IHC to detect the expression of PPAT protein in 50 cases of TC tissue samples and 50 cases of normal thyroid tissues. The strong positive rate of PPAT protein in TC tissue samples was 46%, the weak positive rate was 22%, and the rate was 32%. Compared with normal tissues, the expression of PPAT protein in TC tissues was significantly up-regulated (P < 0.05, Figure 1A). Subsequently, the expression of PPAT mRNA in TC tissues was detected by qRT-PCR. It was found that PPAT mRNA was remarkably up-regulated in TC tissues compared to normal tissues (P < 0.05, Figure 1B). Additionally, compared with normal thyroid follicular epithelial cell Nthy-ori 3–1, PPAT mRNA expression was up-regulated in all of the TC cells (P < 0.05, Figure 1C). Next, we used Western blot to detect the expression of PPAT protein in TC cells. Consistently, compared with Nthy-ori 3–1 cell, the expression of PPAT protein in TC cell lines was markedly increased (P < 0.05, Figure 1D). Additionally, to explore the relationship between PPAT expression and prognosis of TC patients, we used the GEPIA database to analyze the correlation between PPAT mRNA expression and prognosis of TC patients. The results implied that the overall survival time of TC patients with high expression of PPAT was significantly shorter than that of patients with low expression of PPAT (P = 0.002, Figure 1E). The above results demonstrated that PPAT probably exerted a carcinogenic role in the progression of TC and could function as a potential marker of poor prognosis in TC patients.
Correlation Between PPAT Expression and Clinicopathological Parameters in TC Patients
Subsequently, we used chi-square test to analyze the correlation between PPAT expression and the pathological parameters of TC patients (Table 2). The results signified that the high expression of PPAT in TC tissues was significantly related to the larger tumor size (P = 0.0227), positive lymph node metastasis (P = 0.0184), and increased TNM stage (P = 0.0087), and it was not conspicuously related to gender, age, nodular goiter, and unilateral or bilateral thyroid (P > 0.05). These data further implied that PPAT was involved in the progression of TC.
Table 2.
Characteristics | Number of Patients | PPAT Expression | χ2 | P value | |
---|---|---|---|---|---|
Low | High | ||||
Gender | |||||
Male | 30 | 18 | 12 | 3.0000 | 0.0833 |
Female | 20 | 7 | 13 | ||
Age (years) | |||||
≥45 | 24 | 14 | 10 | 1.2821 | 0.2575 |
<45 | 26 | 11 | 15 | ||
Tumor size (cm) | |||||
≤1 | 28 | 10 | 18 | 5.1948 | 0.0227 |
>1 | 22 | 15 | 7 | ||
Nodular goiter | |||||
Negative | 29 | 16 | 13 | 0.7389 | 0.3900 |
Positive | 21 | 9 | 12 | ||
Lymph node metastasis | |||||
Negative | 18 | 13 | 5 | 5.5556 | 0.0184 |
Positive | 32 | 12 | 20 | ||
Unilateral or bilateral | |||||
Unilateral | 21 | 13 | 8 | 1.4231 | 0.2329 |
Bilateral | 29 | 13 | 16 | ||
TNM stage | |||||
I + II | 19 | 14 | 5 | 6.8761 | 0.0087 |
III + IV | 31 | 11 | 20 |
PPAT Promoted TC Cell Proliferation and Metastasis
Then, we continued to explore the biological functions of PPAT in TC cells. We selected BHP5-16 cells with the lowest PPAT expression and KTC-1 cells with the highest PPAT expression in TC cells to construct PPAT overexpression and knockdown models, respectively. Compared with the NC group, PPAT expression was significantly up-regulated after overexpression of PPAT in BHP5-16 cells for 24, 48, and 72 h. Compared with the si-NC group, the expression of PPAT in KTC-1 cells was significantly down-regulated at 24, 48, and 72 h after transfection with PPAT siRNAs. (P < 0.05, Figure 2A, Supplementary Figure 1A–D). Then, TC cell proliferation and metastasis were detected by CCK-8 and transwell assays, respectively. The results indicated that compared with the NC group, overexpression of PPAT considerably promoted the proliferation, migration, and invasion of BHP5-16 cells; compared with the control group, knockdown of PPAT significantly inhibited KTC-1 cell proliferation, migration, and invasion (P < 0.05, Figure 2B–D). These results indicated that PPAT was involved in promoting the proliferation, migration, and invasion of TC cells.
PKM2 mRNA and Protein Expressions Were Up-Regulated in TC Tissues and Cells
Next, we investigated the expression of PKM2 in TC tissues with GEPIA database, and the results connoted that PKM2 expression was significantly up-regulated in TC tissues compared to normal tissues (Figure 3A). Next, we used immunohistochemistry to detect the expression of PKM2 protein in tissue samples from TC patients. As is shown, the strong positive rate of PKM2 protein in TC tissue samples was 52%, the weak positive rate was 26%, and the negative rate was 22%. Compared with normal thyroid tissue tissues, the expression of PKM2 protein in TC tissues was significantly up-regulated (P < 0.05, Figure 3B). Consistently, qRT-PCR results showed that compared with normal tissues and normal thyroid follicular epithelial cells, PKM2 mRNA was significantly overexpressed in TC tissues and cells (P < 0.05, Figure 3C and D). Besides, Western blot results manifested that compared with normal thyroid follicular epithelial cells, PKM2 protein was significantly enhanced in TC cells (P < 0.05, Figure 3E). These results suggested that PKM2 was involved in promoting the progression of TC.
PKM2 Participated in Promoting Malignant Progression of TC
We also constructed cell lines with PKM2 overexpression and knockdown. Compared with the NC group, PKM2 expression was significantly up-regulated after overexpression of PKM2 in BHP5-16 cells for 24, 48, and 72 h. Compared with the si-NC group, the expression of PKM2 in KTC-1 cells was significantly down-regulated at 24, 48, and 72 h after transfection with PKM2 siRNAs. (P < 0.05, Figure 4A, Supplementary Figure 2A–D). Cell proliferation assay was determined by CCK-8 assay. The results signified that compared with the NC group, overexpression of PKM2 significantly promoted the proliferation of BHP5-16 cells, and knockdown of PKM2 significantly inhibited the proliferation of KTC-1 cells (P < 0.05, Figure 4B). Moreover, through transwell experiments, it was also confirmed that overexpression of PKM2 significantly promoted the migration and invasion of BHP5-16 cells, while knockdown of PKM2 played the opposite role (P < 0.05, Figure 4C and D). The above results indicated that PKM2 promoted the proliferation, migration, and invasion of TC cells.
PPAT Positively Regulated PKM2 Expression and Enhanced ERK/STAT3 Signaling Pathway
Previous studies demonstrate that PPAT can regulate the activity of PKM2 and thus affect the progression of lung cancer cells.11 Inspired by this, we used qRT-PCR and Western blot to detect the expression of PKM2 in TC cells with PPAT overexpression and knockdown, respectively. The results connoted that PKM2 mRNA and protein expression were up-regulated in PPAT-overexpressing BHP5-16 and KTC-1 cells compared to the NC group. Compared to the si-NC group, PKM2 mRNA and protein expression were decreased in BHP5-16 and KTC-1 cells with PPAT knockdown (P < 0.05, Figure 5A–C, Supplementary Figure 3A–C). Additionally, there was a positive correlation between the expressions of PPAT mRNA and PKM2 mRNA in TC tissue (P < 0.05, Figure 5D). These data suggested that in TC cells, PPAT could positively regulate the expression of PKM2. Additionally, overexpression of PPAT significantly enhanced the expression levels of phosphorylated STAT3 (p-STAT3) and ERK (p-ERK), and knockdown of PKM2 reversed the effects of PPAT on STAT3 and ERK (P < 0.05, Figure 5E). These results suggested that PPAT could promote TC progression via activating STAT3 and ERK signaling, which was mediated by PKM2.
Discussion
In cancer biology, aerobic glycolysis, also known as the Warburg effect, is a metabolic abnormality that often occurs during the development of tumors,23,24 This effect enables tumor cells to introduce glycolysis intermediate products into synthetic metabolic pathways, such as purine and pyrimidine biosynthesis, to ensure the sustaining proliferation of cancer cells.25 PPAT is a key regulator in the biosynthesis of purine. The protein encoded by PPAT gene is a member of the purine and pyrimidine phosphoribonucleotransferase family, which catalyzes the first step in the de novo biosynthesis of purine nucleotide.6,7 Previous studies show that PPAT can be a promising drug target for the treatment of lung cancer, leukemia, osteosarcoma, and other cancers.11,26-28 In this study, for the first time, we confirmed that PPAT expression was significantly up-regulated in TC tissues and cells, and that patients with high expression of PPAT in tumor tissues had unfavorable pathological parameters. In addition, in vitro experiments confirmed that overexpression of PPAT could significantly promote the proliferation, migration, and invasion of TC cells, while knockdown had the opposite effect. The above results depicted that PPAT featured a cancer-promoting role in the malignant transformation of TC cells and was a potential therapy target for TC.
PKM2 is a key enzyme for glycolysis, which is commonly overexpressed in tumor cells. Enzymatic reaction catalyzed by it not only provides the necessary energy for tumor cell growth but also offers tumor cells with substrates for the synthesis of macromolecules.29,30 PKM2 expression is up-regulated in multiple cancers, and it can regulate many biological behaviors of cancer cells, such as cell proliferation, metastasis, and apoptosis.31–34 Some studies imply that the detection of PKM2 is of great value in the early diagnosis and prognosis prediction in lung cancer, breast cancer, gastrointestinal cancer, kidney cancer, and other tumors.35–37 It is also reported that PKM2 is significantly overexpressed in PTC, especially the cases harboring BRAF mutations, and its high expression is closely related to the advanced tumor stage and lymph node metastasis; additionally, PKM2 knockdown significantly inhibits PTC cell growth, lactic acid and ATP production, and glucose consumption.19 Our work confirmed that PKM2 was significantly overexpressed in TC tissues and cells. Overexpression of PKM2 significantly promoted the proliferation, migration, and invasion of TC cells, while knockdown of PKM2 significantly reduced the malignant progression of TC cells. These demonstrations were consistent with previous reports.19
There are many factors contributing to the dysregulation of PKM2 in cancers, such as allosteric effects, transcriptional regulation, post-transcriptional modification, and protein interactions.38 Hypoxia-inducible factor, NF-κB, and PPARγ have been verified to be involved in the transcriptional regulation of PKM2.39–41 Heat shock protein 90 regulates PKM2 activity through Thr-328 phosphorylation, thereby promoting glycolysis and proliferation, and inhibiting apoptosis of liver cancer cells.42 Up-regulation of PPAT expression in lung cancer can significantly enhance the activity of PKM2, thereby promoting tumor cell proliferation and invasion.11 In this work, through qRT-PCR and Western blot experiments, we confirmed that up-regulating PPAT expression could significantly enhance the expression of PKM2 mRNA and protein, while knockdown had the opposite effect, and the expression of PPAT mRNA and PKM2 mRNA in TC tissues were positively correlated. In addition, PPAT could activate ERK and STAT3 signaling pathways, which was mediated by PKM2. These data suggested that PPAT/PKM2 was a crucial axis in the progression of TC.
In conclusion, this study confirms that PPAT is significantly overexpressed in TC tissues and cells, and its high expression is significantly related to the adverse clinicopathological characteristics of TC. Its knockdown or overexpression can significantly affect the biological behaviors of TC cells. In terms of mechanism, it is confirmed that PPAT can participate in promoting TC cell proliferation, migration, and invasion by regulating PKM2 expression and activating the ERK and STAT3 signaling pathways. In other words, PPAT is expected to become a biomarker for TC diagnosis and a potential target for TC treatment. In the following studies, in vivo models are necessary to validate our demonstrations, and it is worth exploring the functions of PPAT/PKM2 axis on the metabolomics of TC cells to further clarify the mechanism by which PPAT/PKM2 axis promotes the malignant phenotypes of TC cells.
Abbreviations
PPAT, phosphoribosyl pyrophosphate amidotransferase; PKM2, pyruvate Kinase M2; TC, thyroid carcinoma; PTC, papillary thyroid carcinoma; PK, pyruvate kinase; PEP, phosphoenolpyruvate; SREBP-1a, sterol regulatory element-binding protein 1a; IHC, Immunohistochemistry; SP, streptomycin avidin-peroxidase; DMEM, Dulbecco’s Modified Eagle’s Medium; FBS, fetal bovine serum; qRT-PCR, quantitative real-time polymerase chain reaction.
Data Sharing Statement
The data used to support the findings of this study are available from the corresponding author upon request.
Ethics Statement
Our study was approved by the Ethics Review Board of the Second Affiliated Hospital of Harbin Medical University.
Author Contributions
All authors made substantial contributions to conception and design, acquisition of data, or analysis and interpretation of data; took part in drafting the article or revising it critically for important intellectual content; gave final approval of the version to be published; and agreed to be accountable for all aspects of the work.
Disclosure
The authors declare that they have no competing interests.
References
- 1.Zembska A, Jawiarczyk-Przybyłowska A, Wojtczak B, Bolanowski M. MicroRNA expression in the progression and aggressiveness of papillary thyroid carcinoma. Anticancer Res. 2019;39(1):33–40. doi: 10.21873/anticanres.13077 [DOI] [PubMed] [Google Scholar]
- 2.Iglesias ML, Schmidt A, Ghuzlan AA, et al. Radiation exposure and thyroid cancer: a review. Arch Endocrinol Metab. 2017;61(2):180–187. doi: 10.1590/2359-3997000000257 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Siegel RL, Miller KD, Jemal A. Cancer statistics, 2017. CA Cancer J Clin. 2017;67(1):7–30. doi: 10.3322/caac.21387 [DOI] [PubMed] [Google Scholar]
- 4.Janjua N, Wreesmann VB. Aggressive differentiated thyroid cancer. Eur J Surg Oncol. 2018;44(3):367–377. doi: 10.1016/j.ejso.2017.09.019 [DOI] [PubMed] [Google Scholar]
- 5.van der Tuin K, Ventayol Garcia M, Corver WE, et al. Targetable gene fusions identified in radioactive iodine refractory advanced thyroid carcinoma. Eur J Endocrinol. 2019;180(4):235–241. doi: 10.1530/EJE-18-0653 [DOI] [PubMed] [Google Scholar]
- 6.Woods RA, Roberts DG, Friedman T, Jolly D, Filpula D. Hypoxanthine: guanine phosphoribosyltransferase mutants in Saccharomyces cerevisiae. Mol Gen Genet. 1983;191(3):407–412. doi: 10.1007/BF00425755 [DOI] [PubMed] [Google Scholar]
- 7.Smolina VS, Bekker ML. Properties of 5-phosphoryl-1-pyrophosphate amidotransferase from the yeast saccharomyces cerevisiae wild type and mutant with altered purine biosynthesis regulation. Biokhimiia. 1982;47(1):162–167. [PubMed] [Google Scholar]
- 8.Boban M, Kocic G, Radenkovic S, et al. Circulating purine compounds, uric acid, and xanthine oxidase/dehydrogenase relationship in essential hypertension and end stage renal disease. Ren Fail. 2014;36(4):613–618. doi: 10.3109/0886022X.2014.882240 [DOI] [PubMed] [Google Scholar]
- 9.Hsu KC, Wang FS. Fuzzy optimization for detecting enzyme targets of human uric acid metabolism. Bioinformatics. 2013;29(24):3191–3198. doi: 10.1093/bioinformatics/btt564 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Jo YS, Oh HR, Kim MS, Yoo NJ, Lee SH. Frameshift mutations of OGDH, PPAT and PCCA genes in gastric and colorectal cancers. Neoplasma. 2016;63(5):681–686. doi: 10.4149/neo_2016_504 [DOI] [PubMed] [Google Scholar]
- 11.Goswami MT, Chen G, Chakravarthi BV, et al. Role and regulation of coordinately expressed de novo purine biosynthetic enzymes PPAT and PAICS in lung cancer. Oncotarget. 2015;6(27):23445–23461. doi: 10.18632/oncotarget.4352 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Jia L, Huang S, Yin X, Zan Y, Guo Y, Han L. Quercetin suppresses the mobility of breast cancer by suppressing glycolysis through Akt-mTOR pathway mediated autophagy induction. Life Sci. 2018;208:123–130. doi: 10.1016/j.lfs.2018.07.027 [DOI] [PubMed] [Google Scholar]
- 13.Wan L, Xia T, Du Y, et al. Exosomes from activated hepatic stellate cells contain GLUT1 and PKM2: a role for exosomes in metabolic switch of liver nonparenchymal cells. FASEB J. 2019;33(7):8530–8542. doi: 10.1096/fj.201802675R [DOI] [PubMed] [Google Scholar]
- 14.Dayton TL, Jacks T, Vander Heiden MG. PKM2, cancer metabolism, and the road ahead. EMBO Rep. 2016;17(12):1721–1730. doi: 10.15252/embr.201643300 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Li YH, Li XF, Liu JT, et al. PKM2, a potential target for regulating cancer. Gene. 2018;668:48–53. doi: 10.1016/j.gene.2018.05.038 [DOI] [PubMed] [Google Scholar]
- 16.Zhao X, Zhao L, Yang H, et al. Pyruvate kinase M2 interacts with nuclear sterol regulatory element-binding protein 1a and thereby activates lipogenesis and cell proliferation in hepatocellular carcinoma. J Biol Chem. 2018;293(17):6623–6634. doi: 10.1074/jbc.RA117.000100 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Zhao R, Li L, Yang J, et al. Overexpression of pyruvate kinase M2 in tumor tissues is associated with poor prognosis in patients with hepatocellular carcinoma. Pathol Oncol Res. 2019:1–8. [DOI] [PubMed] [Google Scholar]
- 18.Lu W, Cao Y, Zhang Y, et al. Up-regulation of PKM2 promote malignancy and related to adverse prognostic risk factor in human gallbladder cancer. Sci Rep. 2016;6:26351. doi: 10.1038/srep26351 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Feng C, Gao Y, Wang C, et al. Aberrant overexpression of pyruvate kinase M2 is associated with aggressive tumor features and the BRAF mutation in papillary thyroid cancer. J Clin Endocrinol Metab. 2013;98(9):E1524–E1533. doi: 10.1210/jc.2012-4258 [DOI] [PubMed] [Google Scholar]
- 20.Wang B, Liu S, Fan B, et al. PKM2 is involved in neuropathic pain by regulating ERK and STAT3 activation in rat spinal cord. J Headache Pain. 2018;19(1):7. doi: 10.1186/s10194-018-0836-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Zheng B, Geng L, Zeng L, Liu F, Huang Q. AKT2 contributes to increase ovarian cancer cell migration and invasion through the AKT2-PKM2-STAT3/NF-κB axis. Cell Signal. 2018;45:122–131. doi: 10.1016/j.cellsig.2018.01.021 [DOI] [PubMed] [Google Scholar]
- 22.Tang JC, Ren YG, Zhao J, Long F, Chen JY, Jiang Z. Shikonin enhances sensitization of gefitinib against wild-type EGFR non-small cell lung cancer via inhibition PKM2/stat3/cyclinD1 signal pathway. Life Sci. 2018;204:71–77. doi: 10.1016/j.lfs.2018.05.012 [DOI] [PubMed] [Google Scholar]
- 23.Warburg O. On respiratory impairment in cancer cells. Science. 1956;124(3215):269–270. [PubMed] [Google Scholar]
- 24.Vander Heiden MG, Cantley LC, Thompson CB. Understanding the warburg effect: the metabolic requirements of cell proliferation. Science. 2009;324(5930):1029–1033. doi: 10.1126/science.1160809 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Vander Heiden MG, Lunt SY, Dayton TL, et al. Metabolic pathway alterations that support cell proliferation. Cold Spring Harb Symp Quant Biol. 2011;76:325–334. doi: 10.1101/sqb.2012.76.010900 [DOI] [PubMed] [Google Scholar]
- 26.Bibi N, Parveen Z, Nawaz MS, Kamal MA. In silico structure modeling and molecular docking analysis of Phosphoribosyl Pyrophosphate Amidotransferase (PPAT) with antifolate inhibitors. Curr Cancer Drug Targets. 2019;19(5):408–416. doi: 10.2174/1568009619666181127115015 [DOI] [PubMed] [Google Scholar]
- 27.Zhu Y, Li T, Ramos da Silva S, et al. A critical role of glutamine and asparagine γ-nitrogen in nucleotide biosynthesis in cancer cells hijacked by an oncogenic virus. MBio. 2017;8(4):e01179–e011717. doi: 10.1128/mBio.01179-17 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Chaiyawat P, Settakorn J, Sangsin A, et al. Exploring targeted therapy of osteosarcoma using proteomics data. Onco Targets Ther. 2017;10:565–577. doi: 10.2147/OTT.S119993 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Liu F, Ma F, Wang Y, et al. PKM2 methylation by CARM1 activates aerobic glycolysis to promote tumorigenesis. Nat Cell Biol. 2017;19(11):1358–1370. doi: 10.1038/ncb3630 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Zhou Z, Li M, Zhang L, et al. Oncogenic kinase-induced PKM2 tyrosine 105 phosphorylation converts nononcogenic PKM2 to a tumor promoter and induces cancer stem-like cells. Cancer Res. 2018;78(9):2248–2261. doi: 10.1158/0008-5472.CAN-17-2726 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Ao R, Guan L, Wang Y, Wang JN. Effects of PKM2 gene silencing on the proliferation and apoptosis of colorectal cancer LS-147T and SW620 cells. Cell Physiol Biochem. 2017;42(5):1769–1778. doi: 10.1159/000479456 [DOI] [PubMed] [Google Scholar]
- 32.Guo CY, Yan C, Luo L, et al. Enhanced expression of PKM2 associates with the biological properties of cancer stem cells from A549 human lung cancer cells. Oncol Rep. 2017;37(4):2161–2166. doi: 10.3892/or.2017.5438 [DOI] [PubMed] [Google Scholar]
- 33.Zhao Z, Song Z, Liao Z, et al. PKM2 promotes stemness of breast cancer cell by through Wnt/β-catenin pathway. Tumour Biol. 2016;37(3):4223–4234. doi: 10.1007/s13277-015-4121-8 [DOI] [PubMed] [Google Scholar]
- 34.Wang X, Xu Y, Wang X, et al. LincRNA-p21 suppresses development of human prostate cancer through inhibition of PKM2. Cell Prolif. 2017;50(6). doi: 10.1111/cpr.12368 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Benesch C, Schneider C, Voelker HU, et al. The clinicopathological and prognostic relevance of pyruvate kinase M2 and pAkt expression in breast cancer. Anticancer Res. 2010;30(5):1689–1694. [PubMed] [Google Scholar]
- 36.Wong N, Ojo D, Yan J, Tang D. PKM2 contributes to cancer metabolism. Cancer Lett. 2015;356(2Pt A):184–191. doi: 10.1016/j.canlet.2014.01.031 [DOI] [PubMed] [Google Scholar]
- 37.Yang W, Lu Z. Regulation and function of pyruvate kinase M2 in cancer. Cancer Lett. 2013;339(2):153–158. doi: 10.1016/j.canlet.2013.06.008 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Wang C, Delogu S, Ho C, et al. Inactivation of Spry2 accelerates AKT-driven hepatocarcinogenesis via activation of MAPK and PKM2 pathways. J Hepatol. 2012;57(3):577–583. doi: 10.1016/j.jhep.2012.04.026 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Prigione A, Rohwer N, Hoffmann S, et al. HIF1α modulates cell fate reprogramming through early glycolytic shift and upregulation of PDK1-3 and PKM2. Stem Cells. 2014;32(2):364–376. doi: 10.1002/stem.1552 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Yang W, Xia Y, Cao Y, et al. EGFR-induced and PKCε monoubiquitylation-dependent NF-κB activation upregulates PKM2 expression and promotes tumorigenesis. Mol Cell. 2012;48(5):771–784. doi: 10.1016/j.molcel.2012.09.028 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Panasyuk G, Espeillac C, Chauvin C, et al. PPARγ contributes to PKM2 and HK2 expression in fatty liver. Nat Commun. 2012;3:672. doi: 10.1038/ncomms1667 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Xu Q, Tu J, Dou C, et al. HSP90 promotes cell glycolysis, proliferation and inhibits apoptosis by regulating PKM2 abundance via Thr-328 phosphorylation in hepatocellular carcinoma. Mol Cancer. 2017;16(1):178. doi: 10.1186/s12943-017-0748-y [DOI] [PMC free article] [PubMed] [Google Scholar]