Abstract
Introduction
Thyroid cancer (TC) is an endocrine tumor whose risk of onset has been rising, so the deep understanding of its molecular mechanism helps formulate new treatment strategies.
Methods
This paper was aimed at exploring the regulatory mechanism of long non-coding RNA (LncRNA) plasmacytoma variant translocation 1 (PVT1) in TC. The expression of PVT1, miR-423-5p and p21-activated kinase 3 (PAK3) in TC tissues and cell lines was detected by real-time PCR. PAK3 levels were detected by Western blot. Regulatory relationships between target genes and the proliferation, invasion and apoptosis of cells and genes were analyzed.
Results
PVT1 and PAK3 upregulated while miR-423-5p downregulated in the tissues and cell lines. PVT1 downregulation inhibited TC cells from malignantly proliferating and invading, and promoted their apoptosis. PVT1 specifically regulated miR-423-5p, and its overexpression could weaken the anti-tumor effect of this miR on TC cells. In addition, miR-423-5p directly targeted PAK3, and knocking down its expression could weaken the inhibitory effect of PAK3 downregulation on TC progression. Besides, PVT1 acted as a competitive endogenous RNA to sponge this miR and thus regulate PAK3 expression.
Discussion
In conclusion, PVT1 can mediate the molecular mechanism of the miR-423-5p-PAK3 axis regulatory network on regulating TC, so it is a new direction of treating the disease.
Keywords: PVT1, thyroid cancer, miR-423-5p, PAK3
Introduction
Thyroid cancer (TC) is an endocrine tumor that is more common among females, and its occurrence is affected by hormones, reproductive factors and other factors.1,2 The disease has been gradually valued due to its increasing incidence.3 Its typical histological classification is differentiated TC that consists of papillary and follicular TC, accounting for at least 90% of all TC.4 Currently, ultrasonography and cytopathological examinations are two diagnostic methods for TC, but they are not suitable for all patients with the disease. The former is effective for only invasive and metastatic papillary TC, whereas the latter is inconclusive for 20–30% of the patients and may cause over diagnosis to them.5 Patients with TC possibly suffer from metastasis and recurrence. The possibility of lymph node metastasis is 59% and the recurrence rate of the disease is over 25%, which is the reason for the poor prognosis of the patients.6,7 Despite the continuous optimization of therapeutic methods such as surgery, chemotherapy, radioactive iodine therapy and targeted therapy, the cure and the prognosis of patients with advanced TC are unsatisfactory.8,9 Therefore, we believe that new methods for screening out and treating patients with TC still need to be explored.
Long non-coding RNAs (LncRNAs), a kind of molecular regulators that attract much attention, can regulate the information conduction of downstream target genes and target proteins via splicing, adenylation, transport, stability and translation, thereby regulating gene expression and protein functions.10–12 For instance, LncRNA- metastasis-associated lung adenocarcinoma transcript 1 (MALAT1) increases the levels of tumor-associated macrophage fibroblast growth factor-2 (FGF2) and then promotes the angiogenesis of TC.13 LncRNA-taurine-upregulated gene 1 (TUG1) acts as a molecular sponge for miR-145 to regulate the progression and metastasis of TC.14 LncRNA-n340790 that is an endogenous RNA of miR-1254 competitively binds to this miR to downregulate its expression, so as to promote the malignant progression of the disease.15 Therefore, the roles of LncRNAs in the survival mechanism of TC need to be further explored. As a member of the LncRNA family, plasmacytoma variant translocation 1 (PVT1) is located in cancer-related region 8q24 and acts as a tumor promoter in various cancers.16 As reported by Xu and other researchers, PVT1 and forkhead box M1 (FOXM1) form a positive feedback loop to promote the growth and invasion of gastric cancer.17 According to Gao et al, PVT1 can promote the progression of cervical cancer through the negative regulation of miR-424.18 Moreover, this LncRNA is overexpressed in the tissues and saliva of patients with pancreatic cancer, so it has a certain clinical diagnostic value for this cancer.19 It has been found that miR-423-5p abnormally reduces in more aggressive TC phenotypes, which indicates that this miR may have a potential effect on inhibiting tumors.20 As a member of the p21-activated kinase (PAK) family, PAK3 is a carcinogenic factor that regulates crucial cell behaviors and participates in the occurrence and progression of tumors such as TC.21
In this paper, we observed highly expressed PVT1 in the tissues, serum and cells of patients with TC. Through the analysis of cell functions, we found that PVT1 could promote TC cells to proliferate and invade and reduce their apoptosis in vitro. Therefore, bioinformatics analysis and biological experiments were carried out in this study, to verify the potential mechanism of PVT1 on playing its malignant role. In short, PVT1 acts as a competitive endogenous RNA (ceRNA) to sponge miR-423-5p, and then regulates PAK3 in TC, which indicates that this LncRNA may become a new direction of diagnosing and treating the disease.
Materials and Methods
Sample Collection
Forty-seven patients with TC, who were admitted to The First Hospital of Jilin University from January 2018 to January 2020, were enrolled as a TC group. All patients did not receive any treatment before operation. After their consent, their cancer and adjacent tissues were obtained during the operation. All tissue samples were identified and confirmed by three pathologists, and then stored in a liquid nitrogen container for later use. Further 40 health controls that underwent physical examinations during the same period were enrolled as an HC group. Serum was collected from the two groups, and all samples were stored at −80°C for later use. This study has been approved by The First Hospital of Jilin University Ethics Committee, and the experiment processes were conducted in strict accordance with the Declaration of Helsinki. This study has obtained the informed consent of all included subjects, who were informed of its purpose.
Cell Culture
Human TC cell lines (HTh-7, ACT-1, C643, TTA1; Shanghai Zhong Qiao Xin Zhou Biotechnology Co., Ltd., China; ZQ0314, ZQ0310, ZQ0321, ZQ0281) and normal thyroid cells (Htori-3; CMBIO, Shanghai, China; CM-2116S) were purchased. They were placed in a Dulbecco’s modification of Eagle’s medium (DMEM; Biolab Science and Technology Co., Ltd., Beijing, China; GS0187-XFS) containing 10% phosphate buffer solution (PBS), 100 μg/mL of penicillin and 100 μg/mL of streptomycin (Beijing Xiangsheng Xingye Technology Co., Ltd., China; 15140122) for culture at 37°C and 5% CO2.
Cell Transfection
Recombinant plasmids pEGFP-PVT1/PAK3 and pSilencer-PVT1/PAK3 were constructed to upregulate and downregulate expression, respectively. Using Lipofectamine™ 2000 kits (Thermo Fisher Scientific, Shanghai, China; 11668019), PVT1 low expression plasmid pSilencer-PVT1 (si-PVT1), PVT1 high expression plasmid pEGFP-PVT1 (PVT1), PAK3 low expression plasmid pSilencer-PAK3 (si-PAK3), PAK3 high expression plasmid pEGFP-PAK3 (PAK3), negative control RNA (si-NC), miR-423-5p-mimics (miR-423-5p) and miR negative control (miR-NC) were respectively transfected into the cells. The operating steps were strictly carried out based on the kit instruction.
Real-Time Quantitative PCR
Trizol reagents (Biolab Science and Technology Co., Ltd., Beijing, China; QN2070-ZOG) were adopted for extracting total RNA from the tissues, serum and cells. The reverse transcription of the extracted RNA was performed with reverse transcription kits (Biolab Science and Technology Co., Ltd., Beijing, China; QN0931-MOD), and the synthesized complementary DNA (cDNA) was amplified after the transcription. β-Actin and U6 were the internal references of the mRNA and the miRNA, respectively, with 2−ΔΔct used for data analysis.
Western Blot
Radio-immunoprecipitation assay (RIPA) lysis buffer (G-CLONE, Beijing, China; EX-6020-100mL) was conducted to extract the total protein from the tissues and the cultured TC cells, with the protein concentration detected by bicinchoninic acid (BCA) protein assay kits (Beijing Dingguochangsheng Biotechnology Co., Ltd., China; BCA-01). Next, the protein was separated by electrophoresis and then transferred to the membrane, which was sealed in 5% skimmed milk (NobleRyder, Beijing, China; 1706404) at room temperature for 60 min and then incubated with primary antibodies all night at 4°C. The primary antibodies consisted of PAK3 and β-Actin, with a dilution ratio of 1: 1000. The membrane was incubated with a secondary antibody (Taize Jiaye Technology Development Co., Ltd., Beijing, China; A21202) for 60 min. The ChemiScope 6000 ECL system (Clinx Science Instruments, Shanghai, China) was used to analyze protein bands.
Cell Proliferation Assay
The cells were inoculated on a 96-well plate at 4*103 cells/well, and then incubated at 37°C for 3 days. They were added with 20 μL of 3-(4,5-dimethylthiazole-2-yl)-2,5-diphenyltetrazolium bromide (MTT) solution (Biolab Science and Technology Co., Ltd., Beijing, China; GL0247-SBJ) once every 24 hours, and then continuously cultured at 37°C for 4 hours. Dimethyl sulfoxide (200 μL) was added to each well. Then, the optical density (OD) values of the cells in each group were measured at 450 mm using a Multiskan FC microplate reader (Beijing Neobio Science & Technology Co., Ltd., China).
Cell Invasion Assay
Transwell chambers were used for cell invasion assay. The transfected TC cells (2×104 cells/well) were suspended in a serum-free medium (200 µL) and then inoculated on the upper chamber (containing Matrigel). Subsequently, a complete medium (500 µL) acting as a chemical attractant was added to the lower chamber. After 24-hour incubation in the incubator, the cells on the upper membrane surface were removed with cotton swabs, while those penetrating the lower surface were stained with crystal violet.
Determination of Apoptosis
Apoptosis detection kits (G-CLONE, Beijing, China; CC2210-20T) were used for detection. The cells were prepared into a suspension (1*106 cells/mL), digested with 0.25% trypsin, cleaned with PBS for twice, and then mixed with binding buffer (100 μL). After that, AnnexinV-FITC and Propidium Iodide (PI; 10 μL each) were added to the suspension, which was incubated at room temperature in the dark for 5 min. The DxFLEX flow cytometer (Morey Biosciences, Inc., Shanghai, China) was used for detection. Three repeated experiments were conducted to obtain the average value.
Bioinformatics Analysis
The online prediction tool StarBase (http://starbase.sysu.edu.cn/) was used for the targeted prediction between LncRNA-miRNAs, whereas Targetscan (http://www.targetscan.org/vert_72/) was used for the targeted prediction between miRNA-mRNAs.
Dual Luciferase Reporter Gene Assay (DLRGA)
PVT1 wild-type (PVT1-Wt), PVT1 mutant (PVT1-Mut) and the complementary DNA fragments of miR-423-5p fragments were subcloned to the downstream of luciferase genes in luciferase reporter vectors. miR-423-5p was co-transfected with PAK3 wild-type (Wt) or PAK3-mutant (Mut) for 48 hours. After that, firefly and renin luciferase activities in cell lysates were continuously determined using DLRGA kits (Biolab Science and Technology Co., Ltd., Beijing, China; KFS303-LBV).
RNA Immunocoprecipitation (RIP)
Experiments were carried out using EZMagna RIP kits (GuYan Biotech Co., Ltd., Shanghai, China; GOY-E5944). The cells were cleaved, incubated with protein A magnetic beads, and then conjugated with antibodies at 4°C. After 6 hours, the beads were cleaned and then incubated with protease K (0.1%SDS/0.5mg/mL) at 55°C for 30 min. Finally, the immunoprecipitated RNA was detected and analyzed with specific primers to confirm the presence of PVT1 and miR-423-5p.
RNA Pull-Down Assay
TC cells were transfected with biotinylated miR-423-5p-Wt, miR-423-5p-Mut and negative control Bio-NC, respectively. Forty-eight hours later, the cell lysates were incubated with M-280 streptomyces magnetic beads, and then PVT1 levels in the RNA complex that bound to the beads were detected.
Statistical Methods
Statistical analysis and figure plotting were carried out using GraphPad 6. The data were expressed as mean ± standard deviation. All experiments were conducted independently for at least 3 times. Difference comparisons between groups were performed through independent samples t test, one-way analysis of variance (ANOVA), LSD-t test, repeated measures ANOVA and Bonferroni. P<0.05 indicated that the difference was statistically significant. The receiver operating characteristic (ROC) curve was plotted to evaluate the area under the curve (AUC) for diagnosing TC, and Pearson test was used for correlation analysis.
Results
PVT1 Overexpression in Tissues and Serum
PVT1 upregulated in the tissues and serum of patients with TC (P<0.05). Its AUC, sensitivity, specificity and optimal cut-off value for diagnosing TC in serum samples were 0.914, 85.11%, 85.00% and 0.65, respectively (Figure 1).
Figure 1.
PVT1 overexpression in tissues and serum. (A and B) PVT1 expression was remarkably higher in cancer tissues compared with that in adjacent tissues, and was remarkably higher in the serum of TC patients compared with that in healthy controls. (C) The AUC of serum PVT1 for diagnosing TC was 0.914.
Note: The comparison between two groups, ***P<0.001.
Abbreviations: PVT1, plasmacytoma variant translocation 1; TC, thyroid cancer; AUC, area under the curve; HC, health control.
PVT1 Expression Beneficial to Promote TC Cell Survival
PVT1 expression was higher in TC cell lines and was the highest in ACT-1 and C643 cells, so the last two cells were chosen for follow-up experimental analysis. After transfected with si-PVT1, the two cells showed lower proliferation and invasion and higher apoptotic rates, while the above results were remarkably reversed after transfection with PVT1 (P<0.05) (Figure 2).
Figure 2.
PVT1 expression was beneficial to promote survival of TC cells. (A) PVT1 was widely and highly expressed in TC cells. (B) The transfection efficiency of PVT1. (C) The proliferation of TC cells rose after PVT1 upregulated. (D) The apoptosis of TC cells reduced after PVT1 upregulated; the corresponding flow cytometry maps. (E) The invasion of TC cells rose after PVT1 upregulated.
Notes: The comparison with the si-NC group or between two groups, *P<0.05, **P<0.01. The comparison with the sh-PVT1 group, ##P<0.01.
Abbreviations: PVT1, plasmacytoma variant translocation 1; TC, thyroid cancer; si, short interfering; NC, negative control; PI, propidium iodide.
PVT1 Used as a ceRNA to Regulate miR-423-5p
We verified the relationship between PVT1 and miR-423-5p via DLRGA, RIP, and RNA pull-down assay, respectively. The results showed that miR-423-5p upregulation only reduced PVT1-Wt (instead of PVT1-Mut) luciferase activities. PVT1 and miR-423-5p in Ago2 antibody precipitation were remarkably higher than those in IgG. PVT1 was pulled down only by biotin-labeled miR-423-5p-Wt. Then, after PVT1 downregulation/upregulation, TC cells had higher/lower miR-423-5p levels. For verifying whether miR-423-5p had an effect on TC, we carried out relevant clinical research on this miR. The results showed that this miR had low levels in the cancer tissues of TC patients, and was negatively correlated with PVT1 (r=−0.658, P<0.001). These findings had statistical significance (P<0.05) (Figure 3).
Figure 3.
PVT1 was used as a ceRNA to regulate miR-423-5p. (A) Potential target sites for PVT1 and miR-423-5p. (B) Relative luciferase activity-DLRGA, RIP, and RNA pull-down assay. (C) Effects of PVT1 transfection on miR-423-5p expression. (D) miR-423-5p expression in TC tissues was remarkably lower than that in adjacent tissues. (E) PVT1 was significantly and negatively correlated with miR-423-5p (r=−0.658, P<0.001).
Notes: The comparison with the miR-NC/Bio-NC/si-NC group or between two groups, **P<0.01, ***P<0.001. The comparison with the Anti-IgG group, ##P<0.01.
Abbreviations: PVT1, plasmacytoma variant translocation 1; TC, thyroid cancer; si, short interfering; NC, negative control; ceRNA, competitive endogenous RNA; miR, microRNA; IgG, immunoglobin G; Ago2, Argonaute2; Bio, biotinylated; Wt, wild type; Mut, mutant.
PVT1 Affected Survival of TC Cells by Regulating miR-423-5p
We transfected miR-423-5p and miR-423-5p+PVT1 into TC cells, respectively, to verify whether the effects of this miR on the cell survival were regulated by PVT1. Cell function experiments showed that compared with those in the miR-NC group, the proliferation and invasion of the cells were inhibited, while their apoptosis was induced in the miR-423-5p group. However, the co-transfection of miR-423-5p+PVT1 reversed the effects of this miR on the above survivability, with an increase in the proliferation and invasion levels and a sharp decrease in apoptosis. These findings had statistical significance (P<0.05) (Figure 4).
Figure 4.
PVT1 affected survival of TC cells by regulating miR-423-5p. (A) miR-423-5p expression after the transfection of miR-423-5p and PVT1. (B) The proliferation of TC cells after the transfection of miR-423-5p and PVT1. (C) The apoptosis of TC cells after the transfection of miR-423-5p and PVT1; the corresponding flow cytometry maps. (D) The invasion of TC cells after the transfection of miR-423-5p and PVT1.
Notes: The comparison with the miR-NC group or between two groups, *P<0.05, **P<0.01.
Abbreviations: PVT1, plasmacytoma variant translocation 1; TC, thyroid cancer; NC, negative control; miR, microRNA; PI, propidium iodide.
PVT1 Targeted miR-423-5p to Mediate PAK3 Expression
We screened out the downstream target genes of miR-423-5p through the miRNA target gene online prediction website and found potential binding sites between PAK3 and this miR. DLRGA was conducted for determining the relationship between the two genes. The results showed that they had a targeted regulatory relationship and that miR-423-5p overexpression inhibited luciferase activities in PAK3-Wt, which could be eliminated by the co-transfection of PVT1. The effects of PVT1/miR-423-5p on PAK3 on TC cells were further analyzed. The results showed that the transcription and protein levels of PAK3 remarkably reduced after miR-423-5p transfection, which could be also eliminated by the co-transfection of PVT1. Moreover, we found through clinical studies that PAK3 was highly expressed in the cancer tissues of TC patients. Correlation analysis showed that PAK3 was positively correlated with PVT1 (r=0.709, P<0.001), but negatively correlated with miR-423-5p (r=−0.619, P<0.001) (Figure 5).
Figure 5.
PVT1 targeted miR-423-5p to mediate PAK3 expression. (A) miR-423-5p and PAK3 had binding sites. (B) Relative luciferase activity-DLRGA. (C) The transcription and protein levels of PAK3 upregulated in TC cells. (D) PAK3 was remarkably higher in TC tissues than that in adjacent tissues. (E) PAK3 was positively correlated with PVT1, but negatively correlated with miR-423-5p (r=0.709, P<0.001; r=−0.619, P<0.001).
Notes: The comparison with the miR-NC group or between two groups, **P<0.01, ***P<0.001.
Abbreviations: PVT1, plasmacytoma variant translocation 1; TC, thyroid cancer; NC, negative control; miR, microRNA; si, short interfering; PI, propidium iodide; PAK3, p21-activated kinase 3.
PVT1 Targeted miR-423-5p to Mediate Effects of PAK3 on Survival of TC Cells
For confirming the effects of PAK3 on TC, we carried out cell experiments. The results showed that the proliferation and invasion of TC cells were inhibited and their apoptotic rate rose after knocking out PAK3, while the phenomenon was eliminated after the co-transfection of miR-423-5p and PVT1 (P<0.05) (Figure 6).
Figure 6.
PVT1 targeted miR-423-5p to mediate effects of PAK3 on survival of TC cells. (A) Effects of PAK3 on the proliferation of TC cells after transfection. (B) Effects of PAK3 on the apoptosis of TC cells after transfection; flow cytometry maps. (C) Effects of PAK3 on the invasion of TC cells after transfection.
Notes: The comparison with the si-NC group or between two groups, *P<0.05, **P<0.01.
Abbreviations: PVT1, plasmacytoma variant translocation 1; TC, thyroid cancer; NC, negative control; miR, microRNA; si, short interfering; PI, propidium iodide; PAK3, p21-activated kinase 3.
Discussion
LncRNAs are involved in the pathogenesis of tumor cells and exert a regulatory function by mediating the cycles, proliferation, invasion, apoptosis, drug resistance and other processes of cells.22 Their abnormal expression in cancer patients may cause the normal physiological process of cells to get out of control and eventually lead to the development and progression of tumors.23 This study explored TC, which is a common malignant endocrine tumor,24 so we analyzed the potential regulatory value of LncRNAs through clinical samples and cell functional experiments in vitro.
PVT1 has been confirmed to function as a tumor promoter in TC, but its molecular mechanism remains unclear.25 Therefore, we further studied its potential regulatory mechanism on the malignant survival of TC cells. Consistent with previous studies, the results showed that PVT1 was significantly higher in TC tissues, serum and cell lines than that in corresponding normal tissues, serum and thyroid cells. In addition, the AUC, sensitivity and specificity of PVT1 for diagnosing TC in serum samples were >0.900, 85.11% and 85.00%, respectively, which indicates that PVT1 has high diagnostic potential for the disease. Next, we performed cell function assays for ACT-1 and C643 cells, and the results showed that consuming PVT1 could inhibit the proliferation and invasion of the cells in vitro and induce their apoptosis. Nowadays, more researchers have discussed the potential value of PVT1 in TC. For example, Zhou and others have revealed that PVT1 can promote the proliferation of TC cells and their cycle progression by recruiting enhancer of zeste homolog 2 (EZH2).26 According to Feng et al, it can also specifically inhibit miR-30a and positively regulate downstream target protein insulin-like growth factor 1 receptor, thus promoting the survival or metastasis behaviors (such as proliferation, invasion and migration) of papillary TC.27 In general, the data have shown that PVT1 has an effect on the survival of TC cells.
miRNA molecular sponge is the most classical target gene regulation theory of LncRNAs, which are used as specific absorbents of miRs to reduce the expression and transcription of miRNAs.28,29 There are many previous reports on PVT1 acting as a molecular sponge to regulate miRNAs. For instance, Li and other researchers have found that PVT1 promotes the malignant progression of esophageal squamous cell carcinoma through sponging miR-203.30 According to Wang et al, it also acts as a molecular sponge for miR-199a-5p and plays a linkage role in non-small cell lung cancer.31 The above studies all demonstrate that PVT1 as a miRNA sponge has a specific regulatory effect. The analysis of the online prediction tool showed target sites between miR-423-5p and PVT1, and their targeted regulatory relationship was confirmed through DLRGA, RIP, and RNA pull-down assay. We also found that miR-423-5p was highly expressed in cancer tissues, and the correlation analysis confirmed the negative correlation of PVT1 with this miR. In previous studies, both PVT1 and miR-423-5p have regulatory effects on some malignant tumors such as ovarian cancer, breast cancer and nasopharyngeal cancer, which suggests that there may be a close relationship between the two genes.32–34 In our study, we transfected miR-423-5p into TC cells for determining whether miR-423-5p could affect the growth of TC via PVT1 regulation. The results showed that miR-423-5p upregulation could effectively inhibit the cells from proliferating and invading and promote their apoptosis, but the above results were reversed after the co-transfection of miR-423-5p and PVT1, which suggests that PVT1 can regulate miR-423-5p and then affect the survival of TC cells.
miRNAs function mainly through regulating downstream target genes.35 Belonging to the effector protein kinase family of small Rho GTPases, PAK3 can serve as a crucial effector for the malignant phenotype of tumor cells.36,37 According to Ma et al, its over-activation has been manifested in various malignant tumors,38 but there are currently few reports about this protein in TC. In this study, we found targeted binding sites between PAK3 and miR-423-5p through the miRNA online target gene prediction, and confirmed their regulatory relationship through DLRGA. Besides, PAK3 expression remarkably reduced after the transfection of single miR-423-5p, whereas both the transcription levels and the protein levels of PAK3 remarkably rose after the co-transfection of miR-423-5p and PVT1. After si-PAK3 transfection, the proliferation and invasion of the cells were obviously inhibited, but their apoptotic rate increased. As reported by Stiuso and researchers, miR-423-5p has a negatively regulatory effect on PAK3 levels in HuH7 liver cancer cells,39 which is similar to our research results. Moreover, the correlation analysis showed that PAK3 had a positive correlation with PVT1 and a negative correlation with miR-423-5p. The above findings suggest that PVT1 regulates the miR-423-5p-PAK3 pathway and then affects the survival of TC cells.
This study has confirmed that PVT1 interferes with the survival of TC cells by competitively binding to miR-423-5p and positively regulating PAK3 expression, but it still needs improvement. First of all, we can add the research on the diagnostic value of PVT1 for the molecular phenotypes of TC. Secondly, we can analyze the relationship between PVT1 and the pathological parameters of patients with TC. Besides, we can study the effects of PVT1 on the epithelial–mesenchymal transition of TC cells, so as to further supplement its potential regulatory effects.
Conclusion
In summary, PVT1 acts as a tumor promoter in TC and promotes tumor survival by mediating the miR-423-5p-PAK3 pathway, so it may provide a new clinical direction for diagnosing and treating patients with TC.
Acknowledgments
This study was supported by the National Natural Science Foundation of China (Project Number: 81901774). Qiu-Yu Lin and Qian-Le Qi are co-first authors for this study.
Disclosure
The authors report no conflicts of interest in this work.
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