Literature DB >> 32483414

Skipping of exon 10 in Axl pre-mRNA regulated by PTBP1 mediates invasion and metastasis process of liver cancer cells.

Lianghua Shen1,2, Sijia Lei1,2, Bin Zhang1,2, Shuaiguang Li1,2, Luyuan Huang3, Alexander Czachor4, Mason Breitzig4,5, Yuman Gao1, Meiyan Huang1, Xuemei Mo1, Qing Zheng1, Hanxiao Sun1, Feng Wang1,2,4.   

Abstract

The Axl gene is known to encode for a receptor tyrosine kinase involved in the metastasis process of cancer. In this study, we investigated the underlying molecular mechanism of Axl alternative splicing.
Methods: The expression levels of PTBP1 in hepatocellular carcinoma (HCC) tissues were obtained from TCGA samples and cell lines. The effect of Axl-L, Axl-S, and PTBP1 on cell growth, migration, invasion tumor formation, and metastasis of liver cancer cells were measured by cell proliferation, wound-healing, invasion, xenograft tumor formation, and metastasis. Interaction between PTBP1 and Axl was explored using cross-link immunoprecipitation, RNA pull-down assays and RNA immunoprecipitation assays.
Results: Knockdown of the PTBP1 and exon 10 skipping isoform of Axl (Axl-S), led to impaired invasion and metastasis in hepatoma cells. Immunoprecipitation results indicated that Axl-S protein binds more robustly with Gas6 ligand than Axl-L (exon 10 including) and is more capable of promoting phosphorylation of ERK and AKT proteins. Furthermore, cross-link immunoprecipitation and RNA-pulldown assays revealed that PTBP1 binds to the polypyrimidine sequence(TCCTCTCTGTCCTTTCTTC) on Axl-Intron 9. MS2-GFP-IP experiments demonstrated that PTBP1 competes with U2AF2 for binding to the aforementioned polypyrimidine sequence, thereby inhibiting alternative splicing and ultimately promoting Axl-S production.
Conclusion: Our results highlight the biological significance of Axl-S and PTBP1 in tumor metastasis, and show that PTBP1 affects the invasion and metastasis of hepatoma cells by modulating the alternative splicing of Axl exon 10. © The author(s).

Entities:  

Keywords:  Axl; PTBP1; alternative splicing; liver cancer cells; tumor metastasis

Mesh:

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Year:  2020        PMID: 32483414      PMCID: PMC7255001          DOI: 10.7150/thno.42010

Source DB:  PubMed          Journal:  Theranostics        ISSN: 1838-7640            Impact factor:   11.556


Introduction

Liver cancer is a significant threat to the wellbeing of mankind and is one of the world's major health problems. According to data released by the International Agency for Research on Cancer in 2015, more than 8.8 million people die of cancer every year worldwide, of which about 720,000 are attributable to liver cancer 1. Furthermore, more than 90% of patients with liver cancer die as a result of metastasis 2. Therefore, studies of metastasis mechanisms have far-reaching significance for the treatment of liver cancer. More specifically, studies have shown that alternative splicing (AS) plays an important role in the development and metastasis of cancer 3-5. Taken together, defining the molecular mechanism of AS provides a new angle from which to study the mechanisms of liver cancer metastasis. The Axl receptor, a member of the TAM (Tyro3, Axl, Mer) family of receptor tyrosine kinases, has attracted significant attention as a promising oncology target 6. Axl consists of three parts: (1) an extracellular domain, which binds to a ligand and is linked by two immunoglobulin (Ig) domains and two fibronectin type III (FNIII) repeats; (2) an intracellular region, which is a tyrosine kinase domain characterized by autophosphorylation; (3) and a transmembrane region. The two highly homologous ligands of TAMs are Growth Arrest-specific protein 6 (Gas6) and protein S 7. Gas6 has the highest affinity for Axl 8, while protein S binds primarily to Tyro3 and Mer 9. Gas6 binds to the immunoglobulin-like domain of the Axl extracellular domain, causing receptor dimerization with a 2:2 stoichiometric configuration of Gas6 and Axl 10. Next, intracellular tyrosine residues are phosphorylated and subsequent Gas6/Axl phosphorylation triggers multiple signaling pathways (e.g. PI3K-AKT, AKT/GSK3β/β-catenin, MAPK-ERK signaling pathway) mediating cell survival, proliferation, invasion, and metastasis 11-15. Analysis of the NCBI database identified 20 exons in the human Axl gene. Of these 20, exon 10 is the only variable exon, the others are constitutive exons. Comparison of transcript sequences revealed that the AS mode between Axl-isoform 2 and Axl-isoform 1 is exon 10 skipping. Analysis of the Human Protein Reference database (http://hprd.org/summary?hprd_id=00171&isoform_id=00171_1&isoform_name=Isoform_1) identified that the insertion of the exon 10 fragment, whose amino acid sequence is located between the fibronectin type 3 (FN3) and transmembrane domains. Whether the deletion of these nine amino acids will lead to functional or structural differences between Axl-S and Axl-L. It has attracted great attention from us. The AS events of Axl exon 10 are widespread with multiple animal species (e.g. human, cow, dog, horse 16, and mouse). A study by Jong et al. showed that the results of 3D structural analysis indicated that horse Axl-S (isoform 2) of 9 amino acid deletion isoform possessed notable structural differences in the regions between FN3 and immunoglobin (Ig) domain when compared to that of full-length Axl-L isoform (isoform 1) 16. This important finding reinforces our hypothesis that the deletion of these 9 amino acids may lead to functional and structural differences between Axl-S and Axl-L in humans. Bioinformatics analysis of Axl pre-mRNA showed that a polypyrimidine sequence (CTCCTCTCTGTCCTTTCTTC) was present in the adjacent intron of Axl exon 10. This sequence is similar to the preferred binding sequence of PTBP1, suggesting that Axl exon 10 may be regulated by AS of PTBP1. Subsequently, by comparing sequence homology, we found that this polypyrimidine sequence is highly homologous among different species (i.e. mouse, rat, cow, horse, pig, chimpanzee, etc.), indicating that AS events of Axl exon 10 may exist in various species. In this study, we found that the isoform of Axl, with exclusion of exon 10, was greatly increased in highly metastatic liver cancer cells. Isoform-specific knockdown of Axl-S inhibited cancer cell migration, invasion, and metastasis. Furthermore, the Axl-S isoform exhibited more robust binding with Gas6 than the Axl-L isoform and is more capable of activating downstream PI3K-AKT and ERK signaling pathways. Mechanism analysis showed that Axl exon 10 could be regulated by PTBP1. Further studies demonstrated that PTBP1 and Axl-S are required for the process of liver cancer cell invasion and metastasis. Overall, our results highlight the biological significance of the Axl-S isoform and PTBP1 in liver cancer invasion and metastasis. Our results also identified PTBP1 as an important splicing regulator that controls AS of Axl pre-mRNA, thereby promoting the invasion and metastasis of liver cancer cells.

Materials and Methods

Cell culture

293T, LO2 cells and human liver cancer cell lines (HepG2, SMMC7721, Bel7402, Huh-7, MHCC97H) were provided and identified by Guangzhou Institute of Biomedicine and Health. HCCLM3 were purchased from Keygene Biotechnology Company Limited. Liver cancer cell lines were cultured in 1640 (Gibco, Carlsbad, CA, USA). 293T cells were cultured in DMEM (Gibco, Carlsbad, CA, USA). All media was supplemented with 10% FBS (Gibco, Carlsbad, CA, USA), and 1% penicillin-streptomycin solution (BBI, China). All cells were cultured at 37 °C in an atmosphere containing 5% CO2.

Plasmid construction

For construction of short hairpin RNA (shRNA) vectors, the shRNA primers () of Axl-S, Axl-L, and Axl were designed. In addition, we draw a structural diagram to explain the design of Axl-L and Axl-S knockdown sites (). Two forward primers and two reverse primers were denatured at 95 °C for 10 min. Subsequently, double-strand oligonucleotides were cloned into the sites Hind III and Bgl II of the pSuper-Retro. For construction of over-expression vectors, pMXs-flag plasmid was digested with Pme I, and the linearized pMXs-flag plasmid was homologously ligated with the Axl-L-ORF to construct a pMXs-Axl-L plasmid. For the construction of the pMXs-Axl-S plasmid, the pMXs-Axl-L plasmid was used as a template with the upstream and downstream primers specifically designed to delete exon 10. Following PCR amplification and Dpn I treatment, the reaction product was ligated using T4 DNA ligase kit (Takara, Japan), and transformed into DH5α competent cells after overnight culture on ampicillin-containing plates. Finally, the unattached clones were verified by nucleic acid sequencing. For construction of pcDNA3.1-Axl-minigene vectors, the Axl (Genbank, NC_000019.10) minigene genomic sequences spanning exons 9 to 11 (3852 nt total) were amplified using primers Axl-mini-HR-FP and Axl-mini-HR-RP. Next, this fragment was cloned into the Xho I and EcoR I sites of the pcDNA3.1 (+) vector by using homologous recombination kits (Trelief™ SoSoo Cloning Kit, Beijing, China). The PTBP1 over-expression plasmid, pMXs-PTBP1, and PTBP1 knockdown plasmid, pSuper-shPTBP1, were constructed and preserved by our laboratory. The primers used in this paper were designed by our group using the NCBI sequence and were synthesized by Guangzhou Qsingke Biological Company.

Construction of mutant plasmid

For construction of the pcDNA3.1-Axl-minigene mutant plasmid, mutant primers Axl-in9-1-FP and Axl-in9-1-RP (or Axl-in9-2-FP and Axl-in9-2-RP) were designed and synthesized. PCR amplification was carried out using the pcDNA3.1-Axl-minigene plasmid as a template. Subsequently, 1 μL of Dpn I was added to 20 μL of the PCR product. After 1 h of reaction at 37 °C, 10 μL of the reaction product was transformed into DH5α cells. Positive clones were selected and the plasmid was extracted after verification by sequencing. Using the constructed pcDNA3.1-Axl-minigene-in9-1-Mu plasmid as a template, and Axl-in9-2-FP and Axl-in9-2-RP as primers, pcDNA3.1-Axl-minigene-in9-1+2-Mu was constructed according to the above procedure. For construction of PTBP1 RRMs deletion mutant plasmids, the pMXs-Axl-L plasmid constructed above was used as a template with the upstream and downstream primers specifically designed to delete the RRMs fragment.

Transfection and Retrovirus infection

All the plasmids were transfected into cells and preparation of retrovirus viral particles as described in our previous work 17.

Semi-quantitative reverse transcriptase PCR (RT-PCR) and quantitative real-time PCR (qPCR)

RT-PCR and qPCR are described in our previous work 17. Total RNA was extracted from cells using Trizol reagent (Invitrogen, USA) as described by the manufacturer. The RNA was then converted to cDNA via reverse transcriptase using a cDNA synthesis kit (TaKaRa, Japan) according to the manufacturer's instructions. For RT-PCR, 1 μL of the reverse transcription product was amplified by Ex Taq (TaKaRa, Japan) using primers pcDNA3.1-T7-FP, Axl-E9-FP, and Axl-E11-RP (). The inclusion and exclusion forms of exon10 of Axl were detected by RT-PCR. The positions of these two forms are depicted on 2% agarose gels. Image J software was then used for grayscale analysis by the ratio of exon skipping means the grayscale value of Axl-L/ Axl-S. For qPCR, synthesized cDNA was used in qPCR experiments with the SYBR Green mix (TaKaRa, Japan) and analyzed with a Bio-Rad Real-Time detection system (Bio-Rad, USA). The relative expression of target genes was calculated and normalized using the 2-ΔΔCt method. The primers are shown in table S1.

Western blot assay

Cell lysates were separated by 12% SDS-PAGE and transferred to the PVDF membrane. The membrane was then blocked with TBST buffer (TBS containing 0.1% Tween 20 and 5% non-fat dry milk) for 1 h, followed by an overnight incubation with primary antibody. AKT primary antibody (C67E7) and phosphorylated Ser473 AKT primary antibody (4060T) were purchased from Cell Signaling Technology Company. ERK primary antibody (AF1051), phosphorylated Thr202 ERK primary antibody (AF1891), and β-actin primary antibody (AF0003) were purchased from Beyotime Company. Axl primary antibody (AF8412) was purchased from Abbkine Company. Phosphorylated Tyr702 Axl primary antibody (AF8523) was purchased from Affinity Company. U2AF2 (4ab044957) and Gas6 primary antibody (4ab081330) were purchased from 4A Biotechnology Company. After being extensively washed, the membranes were incubated with HRP-labeled secondary antibodies at room temperature for 2 h. Finally, the membranes were washed 4 times with TBST and visualized by BeyoECL Moon kit (Beyotime, China), imaging was then performed using a biochemi-luminometer (General Electric, AI600). Grayscale quantifications of bands were performed using Image J software (National Institutes of Health, USA).

Cell proliferation assay

5×103 cells suspended in 100 μl medium were seeded into 96-well plates and incubated at 37 °C with 5% CO2 for 2 days. Cell proliferation was measured at day 2 by adding 10 μl CCK8 (Beyotime) into each well and incubating for 4 h at 37 °C. The OD450 values of each well were measured by microplate reader (Gen5, Ver2.1) and used to plot growth curves.

Wound-healing assays

For wound-healing assays, cells were scratched onto the plate using a 100 μL pipette tip, and then cultured in 1640 medium. The wound size was measured at 0 and 48 h, respectively. For each sample, 6 areas were randomly selected and viewed at 10 × 10 magnification (scale bars: 100 μm). Quantification of wound-healing was performed using Image J. Scratch area width (W) was used to determine the extent of wound-healing, and cell migration ability was evaluated using “relative distance of wound closed.”

Invasion assays

For invasion assays, cells were seeded in the upper chamber of the Transwell chambers with Matrigel (Corning, USA), 36 h later, cells in the upper chamber were fixed in 4% paraformaldehyde for 15 min and stained for 5 min in the dark, at room temperature, with 1 μg/mL 4', 6-diamidino-2-phenylindole (DAPI) (Beyotime, China). Cells were visualized under a fluorescent microscope (ZEISS, AXIOVERT A1). Six random fields were captured at 200× magnification. The invasive ability was calculated as the mean number of cells in all fields. The experiments were carried out three times independently.

In vivo xenograft tumor formation and metastasis assay

Xenograft tumor formation assay was conducted as previously described 18. 4-week-old male nude mice (BALB/c-nu/nu) (N=6) were purchased from Beijing Vital River Laboratory Animal Technology Company Limited. The animals were maintained under Specific Pathogen Free (SPF) conditions and were provided food and water ad libitum. The mice were subcutaneously injected with indicated cells (2×106 cells in 200 μl serum-free media) at each flank. For In vivo metastasis assay, indicated HCCLM3 cells (1×106 cells in 200 μl serum-free media) were injected into the tail vein of 4-week-old BALB/C female nude mice (weighing 18-22 g, N=6). After 60 days of normal feeding and inhalation anesthesia with isoflurane, in vivo imaging of the mice was performed using an IVIS® Lumina III imager. The imaging mode was set to GFP fluorescence, and photon intensity was calculated for each mouse. Following sacrifice 60 days following HCCLM3 cell administration, lungs were harvested at necropsy and fixed in paraformaldehyde. Lungs were then embedded in paraffin for H&E (Haematoxylin-Eosin) staining to analyze the number of tumor nodules. All animal procedures were performed in accordance with the Jinan University Experimental Animal Care Commission.

Immunohistochemistry (IHC)

For immunohistochemical analysis of ki-67, tissue sections were prepared as described previously 19. The primary antibody used was anti-ki-67 rabbit polyclonal antibody (1:250) (Servicebio, GB13030-2).

MS2-GFP-Immunoprecipitation (MS2-GFP-IP)

The pcDNA3.1-Axl-minigene plasmid was digested with Xho I, and the linearized plasmid was homologously ligated with the 12×MS2 sequence to construct a pcDNA3.1-Axl-minigene-12×MS2 plasmid. Then, 10 μg of pMS2-GFP and pcDNA-Axl-minigene-MS2-12× plasmid was co-transfected into the corresponding HCCLM3 cells, and the nucleoprotein of liver cancer cells was extracted 48 h later. Subsequently, 3 mg of the cell nucleoprotein was pre-cleared with 50 μl protein G-agarose (Santa Cruz, American) at 4 °C for 2 h. The supernatant was then incubated with GFP antibodies with gentle shaking at 4 °C, overnight. This was followed by the addition of 50 μl of protein A/G-agarose for another 2 h. Lastly, the beads were washed and then re-suspended in 50 μl of 2×SDS-PAGE loading buffer and boiled for 10 min before Western blot detection.

MS2-GFP-RNA-Immunoprecipitation (MS2-GFP-RIP)

10 μg of pMS2-GFP and pcDNA-Axl-minigene-MS2-12× plasmid were co-transfected into the corresponding HCCLM3 cells. Following 48 h, ultraviolet cross-linking was performed for 30 min. Next, the nuclear protein of the liver cancer cells was extracted and a mixture of 3 mg of cell nucleoprotein and GFP antibody-Protein G magnetic beads was combined in a vertical homogenizer for 4 °C overnight. This was followed by rinsing with a washing buffer for 10 min each, three times in total. Subsequently, 500 μl of Trizol was added to the magnetic bead complex and RNA was extracted and subjected to reverse transcription using a random primer before qPCR detection.

Cross-link immunoprecipitation (CLIP)

CLIP was performed to verify the binding between PTBP1 and Axl pre-mRNA, which was performed as previously described 20. Briefly, RNA and protein complexes were cross-linked at 400 mJ/cm2 for 10 min (Stratagene). Immunoprecipitation was carried out with either anti-Flag antibody (Beyotime, 10 μg per reaction) or nonspecific IgG coupled with 50 μl protein G magnetic beads. Then, RNA was extracted from complexes and used to synthesize cDNA with random primers. Finally, RNA enrichment was measured by RT-PCR with primers specific for Axl mRNA.

RNA pull-down assay

The RNA pull-down assay was carried out by synthesized biotinylated Axl RNA (Tsingke, China) as a probe. Using Pierce™ Magnetic RNA-Protein Pull-Down Kit (Thermo Scientific, USA) to perform the experiment. For each sample, 50 μl streptavidin magnetic beads were used to capture the biotin-labeled RNA. The products of RNA and nuclear protein complexes were washed and analyzed by Western blot.

RNA-seq

The total RNA extraction was carried out as previously described 21. In brief, isolation of total RNA and RNC-RNA was accomplished using TRIzol Reagent, according to the manufacturer's instructions. Total RNA was subjected to RNA-seq. The polyA+ mRNA was then selected from the total RNA samples by RNA Purification Beads (Vazyme). The cDNA library products were generated using VAHTS mRNA-seq V2 Library Prep Kit for Illumina and sequenced using the Illumina HiSeq X Ten. Library construction and sequencing was performed at Shenzhen Chi-Biotech Corporation. High-quality reads were kept for the sequence analysis by the Illumina quality filters. The mRNA abundance was normalized using rpkM 22. Genes with > 10 mapped reads were considered quantified genes 23. The edgeR package method was adopted to analyze the differential expression genes 24.

Bioinformatics analysis

Using UALCAN database (http://ualcan.path.uab.edu) 25 to analyze the expression of PTBP1 and Axl. Among 371 tumor samples of liver hepatocellular carcinoma dataset, 361 are hepatocellular carcinoma, 7 are hepatocholangiocarcinoma, 3 are fibrolamellar carcinoma. Using R2: Genomics Analysis and Visualization Platform (http://r2.amc.nl) to analyze clinical significance of PTBP1/ Axl.

Statistical analysis

Results are expressed as the mean ± Standard Deviation (SD) with n representing the number of individual animals per experimental group. One-way (or two-way) analysis of variance (ANOVA) and Tukey's post-hoc analysis was used to evaluate statistical significance. Differences were considered statistically significant at P<0.05. All statistical analyses were performed using GraphPad Prism Version 5.0 software. Quantitative data are shown as mean and SD of at least three independent and separate experiments performed in triplicate.

Results

Oncogenic role of Axl-S isoform in human liver cancer cells

Human Axl has 20 exons. Exon 10 on Human Axl is subject to AS regulation, which generates two transcript variants dependent on inclusion/exclusion of exon 10 (Figure ). We first investigated expression levels of Axl splice variants in normal liver cells (LO2), low metastatic potential HCC cell lines (HepG2, Bel7402 and Huh-7), high metastatic potential HCC cell lines (HCCLM3 and MHCC97H cells) 26, 27. We found that in high-metastatic HCCLM3 and MHCC97H liver cancer cells, the proportion of Axl-S isoforms was higher than that of normal liver cells LO2 and low-metastasis HepG2, Bel7402 and Huh-7 liver cancer cells (Figure ). The result qPCR also shows that in high-metastatic HCCLM3 liver cancer cells, the proportion of Axl-S isoforms was higher than that of low-metastasis HepG2 liver cancer cells (Figure ). We speculated that the ratio of the Axl-S isoform to total Axl variants may be related to the metastatic ability of liver cancer cells. Next, we analyzed whether Axl isoforms affect cell proliferation and metastasis using HepG2 and HCCLM3 human liver cancer cells. We designed an independent shRNA targeted against exon 10 for isoform-specific knockdown of Axl-L, and a shRNA to specifically knock down the Axl-S isoform, and then verified their efficiency (). We then assessed the effects of Axl isoform depletion on cell proliferation. Cell proliferation assays showed that knockdown of Axl and specific knockdown of Axl-S significantly inhibited the proliferation of HepG2 and HCCLM3 cells (Figure ). However, there were no significant effects in HepG2 cells (Figure ), and only weak inhibition in HCCLM3 cells when knocking down the Axl-L isoform (Figure ). Axl has been reported to regulate cell invasion and migration 28-31. We posited that the two Axl isoforms caused by exon 10 inclusion or exclusion, might have different effects on cancer cell migration and invasion. To test this, we explored whether there was a difference in the effect of Axl isoforms on tumor metastasis through wound-healing and invasion assays. Wound-healing (Figure ) and invasion assays (Figure ) showed that knockdown of Axl-S significantly inhibited the migration and invasion of liver cancer cells, while knockdown of Axl-L had no significant effects (or only weak inhibition) on the invasion and migration of liver cancer cells. These data revealed that Axl-S and Axl-L had different effects on cell migration and invasion for HepG2 cells and, to a lesser degree, HCCLM3 cells. These data also indicate that the proportion of Axl-S isoform is correlated with tumor metastasis ability.

Axl-S isoform has a more robust binding ability with the Gas6 ligand and is more capable of activating downstream pathways

The majority of Axl signaling occurs in a ligand-dependent manner mediated by Gas6 8. Clinically, Gas6 expression in tumor specimens has been identified as an adverse prognostic factor for several cancer types, including urothelial, ovarian, lung adenocarcinoma, gastric cancer, and glioblastoma 32. Together, these studies implicate Gas6/Axl signaling as an important pathway driving tumor growth and metastasis. Over the past decade, research has focused on elucidating the functional role of Gas6/Axl signaling in tumor progression. Whether the difference in function between Axl-S and Axl-L isoforms results from interaction with Gas6, is unclear. To test this, we first over-expressed Axl-L and Axl-S in HepG2 cells, respectively. Subsequently, the over-expression levels of Axl-S and Axl-L were tested using flag antibodies. Western-blot was then used to verify how much Gas6 was bound to each group. After confirming that levels of over-expressed Axl-L and Axl-S were similar, the difference in the binding level of Axl isoforms to Gas6 was verified using immunoprecipitation experiments (antibody: IP: Flag; IB: Gas6). The results showed that the Axl-S isoform had a more robust binding ability with Gas6 than Axl-L under the premise of similar over-expression efficiency (Figure ). Next, we verified whether there was a discrepancy in the activation of downstream pathways between Axl-L and Axl-S isoform. Western-blot results indicate that over-expression of Axl-L or Axl-S isoforms activates downstream ERK signaling pathways. However, in the case of similar expression levels, over-expression of Axl-S promotes phosphorylation of Axl and ERK to a greater degree than the Axl-L isoform (Figure ). These results indicate that the Axl-S isoform has a stronger binding affinity for Gas6 than the Axl-L isoform. Compared with Axl-L, Axl-S has a stronger effect on Axl phosphorylation and phosphorylation of downstream target proteins.

Axl exon 10 is subject to the regulation by splicing factors PTBP1

Serine/arginine-rich proteins (SRs) and heterogeneous nuclear ribonucleoproteins (hnRNPs) are well-investigated splicing factors that have major roles in the regulation of cellular AS events. In order to identify proteins involved in the AS regulation of Axl pre-mRNA, we set out to test which members of these splicing factors modulate Axl exon 10 inclusion/exclusion in liver cancer cells. We first analyzed the differentially expressed splicing factors in liver cancer cells with both high and low metastatic potential using transcriptome sequencing. Gene expression comparison in HCCLM3 cells revealed that 1233 genes were down-regulated and 1369 genes were up-regulated in HepG2 cells (). We also wanted to identify the differentially expressed splicing factors in HepG2 cells and HCCLM3 cells. The result of transcriptome sequencing showed that the expression levels of splicing factors hnRNPA/B, hnRNPC, SRSF1, SRSF5, etc. in the hnRNPs family, SRs family, and other splicing genes, were increased in HCCLM3 cells compared to HepG2 cells (). Subsequently, qPCR results showed that expression of PTBP1 in HCCLM3 was significantly higher than HepG2. As shown in (Figure ), the PTBP1 mRNA level in HCCLM3s was 7.05-fold higher than HepG2. Earlier, we used RT-PCR to detect the expression levels of EIF4G2, PPP3CC, PRKDC, SPAG9, HTRA2, Axl after over-expression or knockdown of PTBP1 in HepG2 cells. Moreover, through bioinformatics analysis, it was found that Axl pre-mRNA has a sequence that may bind to PTBP1 (data not shown). Therefore, we studied the specific molecular mechanism of PTBP1 regulating Axl alternative splicing in this article Western-blot analysis showed that the expression level of PTBP1 in HCCLM3s was 2.47-fold higher than HepG2s (4.73-fold vs SMMC7721, 2.46-fold vs Bel7402) (Figure ). In addition, through analysis of PTBP1 expression in liver cancer patient database, the results of the UALCAN database show that in hepatocellular carcinoma (HCC), compared with normal (N = 50), the expression of PTBP1 increased in the primary tumor (N= 371), and the expression of Axl decreased significantly (). The expression of PTPB1 in the four stages of liver cancer development was also higher than that in normal tissues, but the expression of Axl in the four stages of liver cancer development was also lower than that in normal tissues (). The expression level of PTBP1 was positively correlated with the degree of liver cancer deterioration (). The results of the R2: Genomics Analysis and Visualization Platform illustrate that there is a negative correlation PTBP1 and Axl in Tumor Hepatocellular Carcinoma-Llovet-91-MAS5.0-u133p2 (). In order to determine the role of PTBP1 in the exon 10 splicing of Axl pre-mRNA, we designed specific primers for the detection of Axl or the Axl-L/Axl-S isoforms (Figure ). After verification of over-expression and knockdown efficiency, over-expression and knockdown experiments were performed (). We found that exon 10 of Axl pre-mRNA can generate Axl-L or Axl-S transcripts after different AS patterns, and that the AS pattern of Axl pre-mRNA at exon 10 is exon-skipping. Firstly, we examined the mRNA levels of Axl-L or Axl-S by qPCR in liver cancer cell lines. As shown in (Figure ), over-expression of PTBP1 in liver cancer cells significantly increased the expression of Axl-S while decreasing the expression of Axl-L. The opposite result can be obtained by knocking down PTBP1 (Figure ). Over-expression or knockdown of PTBP1 in HepG2 cells did not affect the overall expression level of Axl (Figure ). Subsequently, we examined the transcriptional levels of Axl-L or Axl-S by reverse transcription PCR (RT-PCR). The results in (Figure ) demonstrate that the percentage of exon 10 skipping was significantly increased in the PTBP1-over-expressed HepG2 cells, compared with non-treated HepG2 cells. Similar results were obtained from HCCLM3 cells. In addition, to test whether the absence of PTBP1 attenuated the percentage of Axl-S, we performed a knockdown of PTBP1 in liver cancer cells using shRNA. The results of RT-PCR showed that the expression of Axl-S isoform was sharply decreased in the shPTBP1 liver cancer cells compared with untreated cells (Figure ). To further illustrate that PTBP1 is involved in the AS of Axl pre-mRNA, we constructed a minigene analysis. The genomic fragment corresponds to human Axl, the flanking Introns of exon 10 (380-nt upstream and 3163-nt downstream), and constitutive exons 9 and 10 (Figure ). Firstly, we examined whether exon 10 skipping in minigene was regulated by PTBP1. The results of RT-PCR in (Figure ) showed that exon 10 skipping in minigene was significantly increased in liver cancer cells over-expressing PTBP1 compared with non-treated cells. Consistent with expectations, we observed the opposite result in liver cancer cells knocked down by PTBP1 (Figure ). Subsequently, we examined the effect of over-expression or knockdown of PTBP1 on the expression of the Axl-S isoform by qPCR. Results indicated that over-expression of PTBP1 increased the mRNA levels of Axl-S (), while knockdown of PTBP1 inhibited the expression of Axl-S (). Combined with the above results, we concluded that expression of PTBP1 promoted the splicing of the Axl-S isoform in Axl pre-mRNA.

PTBP1 enhances AS of Axl exon 10 through its interaction with upstream Intron 9 sequences

Previous studies have reported that the consensus sequences for PTBP1 binding contain poly-pyrimidines, such as UCUU or CUCUCU. Using bioinformatics tools (Human Splicing Finder and RBP map), we obtained several potential PTBP1 binding sites on the upstream and downstream sequences of exon 10 in Axl pre-mRNA. The results suggested that PTBP1 might regulate splicing of Axl pre-mRNA. Next, we sought to examine the exact section for PTBP1 binding in Axl pre-mRNA in vivo. By looking up the Axl genome sequence, we identified several possible binding sequences located at exon 9, intron 9, exon 10, intron 10, and exon 11. We then designed primers in these sequences and performed cross-link immunoprecipitation (CLIP) to detect PTBP1 binding (Figure ). RT-PCR revealed that binding of PTBP1 to “In9” and “E10” sequences occurred most frequently (Figure ). In order to further determine the binding site of PTBP1 and Axl we transiently over-expressed PTBP1-Flag along with the Flag-vector in HepG2 cells as controls. The Flag antibody was used for CLIP experiments. RT-PCR results showed that binding of PTBP1 to “In9” and “E10” sequences also occurred more frequently than binding to the Flag-vector (Figure ). The above results indicate that the Axl pre-mRNA binding sequence for PTBP1 may be located at the “In9” and/or “E10” sequences. We then narrowed the range of potential PTBP1 binding sequences via further bioinformatic analysis. We found one potential binding sequence (CTGCCCTCACTCCCTT, In9-1) for PTBP1 located 234 nt upstream of the 3' splice site of Intron 9, and another (TCCTCTCTGTCCTTTCTTC, In9-2) located 4 nt upstream of the 3' splice site of Intron 9 (Figure ). To determine the interactions between PTBP1 and the two potential binding sites, RNA-pulldown assays were performed using nuclear extracts from HepG2 cells. We synthesized 3'biotin-labled RNA oligomers, including the potential binding sequences and mutations of potential binding sites. The CUGCCCUCACUCCCUU (In9-1-WT) sequence in Intron 9 was mutated to AUGCACACACACACAU (In9-1-Mu). The UCCUCUCUGUCCUUUCUUC (In9-2-WT) sequence in Intron 9 was mutated to UCACCACACUGACCUAUCAUA (In9-2-Mu). RNA pulldown analysis showed that PTBP1 could bind with In9-1-WT and In9-2-WT, but not In9-1-Mu or In9-2-Mu. Interestingly, the binding of PTBP1 and In9-2-WT was more favorable than PTBP1 and In9-1-WT (Figure ). Furthermore, sequence alignment revealed that the UCCUCUCUGUCCUUUCUUC (In9-2-WT) sequence exists upstream of the variable exon 10 in several different mammalian species, but no similar sequences were found upstream of the constant exon 9 or exon 11. These results indicate that PTBP1 may bind to this conserved sequence (UCCUCUCUGUCCUUUCUUC) and subsequently regulate AS events of the Axl gene. To further verify whether the Axl pre-mRNA binding site for PTBP1 located in the above polypyrimidine sequence, we performed site-directed mutagenesis of the polypyrimidine sequence based on the original pcDNA3.1-Axl-minigene plasmid vector (Figure ). RT-PCR and qPCR results indicated that PTBP1 inhibited the AS process of wild-type Axl-minigene and increased expression of the Axl-S isoform (Figure , “PTBP1+WT” group). However, PTBP1 significantly reduced the selective splicing regulation of Axl-minigene after single-segment mutation and double-segment mutation (Figure ). Interestingly, the inhibition of PTBP1's ability to regulate Axl AS was more pronounced after mutation of the "intron 9-2" sequence than the mutant "intron 9-1" sequence. The results of RNA pulldown and site-directed mutagenesis experiments indicated that the polypyrimidine sequence in the "intron 9-2" sequence is more important for PTBP1-mediated AS of Axl.

PTBP1 inhibits AS of Axl exon 10 by competitively inhibiting U2AF2

During the AS process, U2AF2 is responsible for helping to recruit the U2 snRNP to the branch-point sequence, and the binding of U2 snRNP to the branch site allows the pre-mRNA to be successfully spliced. We hypothesized that PTBP1 acts through competition with U2AF2. CLIP and RNA-pulldown experiments showed that U2AF2 binds to the polypyrimidine sequence of the Axl intron 9-2 region, and its binding site is similar to PTBP1 (Figure ). We investigated whether PTBP1 and U2AF2 compete for binding to the polypyrimidine sequence, using the MS2-GFP system (Figure ). First, we transfected the psl-GFP and psl-Axl-12×MS2 plasmids into liver cancer cells, and then used GFP antibody for co-immunoprecipitation (specific recognition of MS2 sequences). Furthermore, Western-blot experiments were used to explore whether PTBP1 and U2AF2 competitively bind to Axl-minigene. We found that both PTBP1 and U2AF bind to Axl-minigene in liver cancer cells where PTBP1 is normally expressed. The degree of U2AF2 binding to Axl-minigene was significantly reduced in liver cancer cells knocked down by PTBP1. The opposite phenomenon was observed in liver cancer cells over-expressing PTBP1 (Figure ). snRNA (U1, U2, U4, U5, U6) is involved in the processing of RNA in the nucleus of eukaryotic cells. The snRNA binds to specific protein to become a small nuclear ribonucleoprotein (snRNP) involved in the splicing of the messenger RNA precursor (pre-mRNA). Using the 12×MS2 system, CLIP and qPCR experiments showed that over-expression of PTBP1 significantly reduced the binding of snRNA to Axl-minigene (Figure ). The above results indicate that PTBP1 competes with U2AF2 for binding to the polypyrimidine sequence on Axl-intron 9, thereby inhibiting the AS process of Axl exon 10. PTBP1 also inhibits AS of Axl by inhibiting the formation of a splicing complex.

PTBP1 promotes the metastasis of liver cancer cells partially via regulating Axl-S levels

Noting the upregulation of Axl-S in high metastatic liver cancer cells with over-expressed PTBP1, we wondered whether the effect of PTBP1 on migration and invasion of liver cancer cell lines is Axl-S dependent. After verification of the over-expression efficiency of Axl-L and Axl-S in liver cancer cells (), we conducted a two-factor experiment of PTBP1 and Axl isoforms to investigate whether PTBP1 promotes liver cancer metastasis partially through regulating Axl-S levels. In vitro Transwell experiments showed that over-expression of PTBP1 significantly increased the invasive ability of HepG2 cells, whereas knockdown of Axl-S significantly reversed this effect (Figure ). Similarly, over-expression of Axl-S significantly dampened the inhibitory effect of shPTBP1 on the invasive ability of HepG2 cells (Figure ). In vivo xenograft tumor formation experiments showed that knockdown of the Axl-S isoform significantly inhibits the proliferation (Figure ) and invasion (Figure ) of HCCLM3 cells, while knockdown of Axl-L has only a weak inhibitory effect. Interestingly, over-expression of PTBP1 significantly reversed the effect of sh-Axl-S on proliferation inhibition of HCCLM3 cells (Figure ). Next, we studied whether PTBP1 regulates the expression level of Axl-S by in vivo animal imaging technology. In vivo imaging results showed that exogenous GFP-tagged HCCLM3 cells were specifically detected in the lung tissue of mice 60 days after injection of the HCCLM3 cells into the tail vein. It is worth noting that specific knockdown of Axl-S significantly inhibited the lung metastasis ability of exogenous HCCLM3 cells, whereas specific knockdown of Axl-L did not significantly inhibit the lung metastasis of HCCLM3 cells (Figure ). Similar to the in vitro results, PTBP1 and Axl-S two-factor in vivo experiments showed that over-expression of PTBP1 reversed the inhibitory effect of sh-Axl-S on lung metastasis of HCCLM3 cells, and over-expression of Axl-S also reversed the inhibitory effect of sh-PTBP1 on lung metastasis of HCCLM3 cells (Figure ). In conclusion, through in vitro Transwell assays, in vivo xenograft, and in vivo imaging experiments, we concluded that PTBP1 partially promotes proliferation, invasion, and metastasis of hepatoma cells by regulating Axl-S levels.

Discussion

Dysregulated AS events are commonly observed in liver cancer development and progression. For example, alterations in AS of the GCH1, STK39, and TAFI genes have been implicated in the context of multiple liver carcinogenesis mechanisms 33. In addition, upregulation of typical splicing proteins such as SRSF2, hnRNPL, hnRNPA2, hnRNPA2B1 and hnRNPAB were previously observed in liver cancers 33-37, although their misregulated splicing events have not been fully identified. In this study, our data showed that PTBP1 activates exclusion of Axl exon 10 to produce the Axl-S protein isoform. Both PTBP1 and Axl-S stimulate cell migration and invasion in vitro and promote tumorigenic and metastasis capacity of liver cancer cells in vivo. In this study, we have provided considerable evidence that PTBP1 directly regulates AS of Axl pre-mRNA. The PTBP1 protein has four RRM domains. RBD1, RBD2, RBD3, and RBD4 bind the polypyrimidine sequence on the pre-mRNA either directly or through a ligand 38. Dr. Allain's studies showed that the pyrimidine sequences recognized by each RBD in PTBP1 are different. The sequences recognized by the RBD domain 1-4 are YCU, CU(N)N, YCUNN, YCN (Y stands for C or U, and N stands for any base) 39. However, there is still no clear conclusion regarding the characteristic sequences of PTBP1 binding. It is worth noting that there are a large number of pyrimidine-rich regions in the human genome. Since PTBP1 binds to the specific polypyrimidine sequence of pre-mRNA, it will affect AS of the target gene. Therefore, identifying the sequence in which PTBP1 binds to the target gene provides a theoretical basis for studying the molecular mechanism by which PTBP1 regulates AS. In this study, the binding sequence of PTBP1 to Axl pre-mRNA was examined by RNA-pulldown assay. Results showed that PTBP1 binds to the adjacent polypyrimidine sequence (CUGCCCUCACUCCCUU and UCUCCUCUCUGUCCUUUCUUCUC) of Axl exon 10. Subsequently, we designed a “pyrimidine-purine” mutant RNA fragment (AUGCACACACACACAU and UCACCACACUGACCUAUCAUAUC) based on the original RNA sequence. As expected, there was no binding of PTBP1 to the “pyrimidine-purine” (“T or C” mutated to “A”) mutant RNA fragment. These results corroborate those reported by Bielli et al 4. Their research showed that disruption of the binding site by replacement of two pyrimidines with two purines (CCUUUCU mutated to CCGGUCU) strongly affected PTBP1 binding to BCL-X RNA and impaired its ability to modulate BCL-X AS. The Bielli team also designed a “pyrimidine-pyrimidine” (“T” mutated to “C”) mutant RNA sequence (CCUUUUUCUCCUUC mutated to CCUUCCUCUCCUUC). Results from their study showed that the interaction between PTBP1 and “pyrimidine-pyrimidine” mutant RNA fragments still exist. The above studies indicate that PTBP1 can bind to different polypyrimidine sequences in the target gene pre-mRNA, thereby regulating AS of the target gene. Scientists have proposed multiple hypotheses for the molecular mechanism of PTBP1-mediated AS regulation. Studies have shown that PTBP1 binds to the polypyrimidine sequence adjacent to the variable exon and forms a circular structure in the corresponding region of the pre-mRNA, which can inhibit the binding of the splicing factor and the assembly of splicing complexes. As a result, the splicing process of the variable exon was inhibited 38, 40. Other studies have shown that PTBP1 specifically binds to the pyrimidine-rich sequence of the U1 snRNA stem-loop, rendering U1 snRNP unable to participate in the further assembly process of the splicing complex A, thereby also inhibiting the AS process of variable exons 41. However, there is no clear conclusion as to the molecular mechanism of PTBP1 regulating AS. Furthermore, a study by Pu Zhang et al. found that knockout of U2AF2 can promote the expression of CD44s (created by splicing out all variable exons), overexpressing U2AF2 can promote the expression of CD44v (generated by selectively including variant exon 6-14 )42. In addition, Jia Yi et al. have reported that knockout of U2AF2 can promote the expression of short isoform of the KIAA0515 (NM 013318, exon 30); TCERG1 (BI091338, exon 3); BAT2D1 (AV650960, exon 6); HNRNPH3 (NM 012207, exon 3); UTRN (NM 007124, exon 66) and so on 43. Based on these findings, we believe U2AF2 probably influences the alternative splicing of Axl. Our study demonstrates that PTBP1 binds to the adjacent polypyrimidine sequence of Axl exon 10 and competitively inhibits U2AF2 binding, thereby inhibiting the assembly of splicing complex A. We also showed that skipping Axl exon 10 generates the Axl-S isoform, which ultimately promotes the metastasis process of liver cancer (Figure ). Based on these findings, we believe PTBP1 affects the assembly of splicing complexes in many ways, effectively inhibiting the splicing of variable exon 10 and promoting the production of the short isoform. In this study, the effect of PTBP1 on the splicing complexes during the AS of Axl and whether U2AF2 influences the alternative splicing of Axl independently was not well defined. In subsequent studies, on one hand, in vitro splicing and splicing complex assembly experiments should be used to study the effects of PTBP1 on the assembly of splicing complexes E, A, B, C1, and C; on the other hand, we should study the effect of U2AF2 alternation on the expression of Axl-S and Axl-L. It is worth noting that Axl is not the only gene regulated by PTBP1. At present, PTBP1 has been found to be involved in the AS regulation of approximately 1500 genes 44. In different cell lines PTBP1 may regulate the selective splicing of other target genes and play a variety of functions. Interestingly, studies have shown that AS of individual genes may be regulated by a variety of splicing proteins. Therefore, the AS of Axl may also be regulated by other splicing factors. In the process of AS, the splicing factors are not in a one-to-one correspondence with the same variable exon of target genes, and the actual regulatory patterns may be diverse. For example, the AS of the apoptosis-related gene BCL-X is regulated by the splicing factors SRSF1 and PTBP1, which competitively bind to characteristic sequences on variable regions, promoting AS of BCL-X pre-mRNA in different ways, resulting in two opposite isoforms 4. Studies have also shown that the splicing factors SRSF1 and hnRNPA1 can mutually influence the selection of splice sites, thereby regulating the AS of downstream target genes 45. We screened the potential target genes of PTBP1 by RT-PCR, and the results showed that Axl is the main target gene of PTBP1 regulation in liver cancer cells. However, IP-MS technology should be used to identify other candidate splicing proteins involved in the Axl pre-mRNA AS process. Such technology could also be used to elucidate the molecular mechanisms by which multiple splicing proteins collectively regulate Axl exon 10 AS. Related research results show that Axl is associated with metastasis in lung, breast, prostate, pancreatic, ovarian, colon and hepatocellular cancers and melanomas and gliomas 46-52. In addition, Gas6 / Axl system linked to multiple types of human cancer 53. Studies show that Axl-mediated exogenous Gas6 has an impact on migration 54, 55. Signaling pathways activated downstream of Axl/Gas6 include PI3K-AKT, MAPK-ERK, as well as several others. From the experimental results (Figure ), we found that Axl-S has a stronger interaction with the Gas6 ligand under the same conditions compared to the Axl-L isoform. In the case of similar levels of over-expression, over-expression of Axl-S increased the level of phosphorylated Axl, thereby activating downstream PI3K-AKT and MAPK-ERK signaling pathways to a greater extent. The 3D structural analysis of Axl-L and Axl-S isoforms by Jong's research team showed significant structural differences in the regions between FN3 and Ig domain 16. Generally, biological function of a specific signaling pathway could be changed depending on interactions between the receptor and its ligand, as well as their domain folding structure. Our study also found that Axl-S and Axl-L have distinct functions for downstream pathway proteins, and that this difference is closely related to their structure. However, the work by Jong et al. was only based on in silico homology, and our speculation similarly lacks a structure-activity relationship study. Therefore, further experimental crystal structure studies would be necessary to explain these Axl AS effects. In summary, our findings reveal tumorigenic roles for PTBP1 and the Axl-S isoform of Axl in liver cancer cell migration, invasion, and metastasis. We also identify PTBP1 as a key splicing regulator in controlling Axl pre-mRNA splicing, which plays an important role in mediating tumorigenesis of liver cancer cells. In-depth study of the PTBP1-Axl AS signal axis can provide new ideas for elucidating the metastasis mechanisms of liver cancer. Supplementary figures and table. Click here for additional data file.
  54 in total

1.  Structural basis for Gas6-Axl signalling.

Authors:  Takako Sasaki; Pjotr G Knyazev; Naomi J Clout; Yuri Cheburkin; Walter Göhring; Axel Ullrich; Rupert Timpl; Erhard Hohenester
Journal:  EMBO J       Date:  2005-12-15       Impact factor: 11.598

Review 2.  Signalling and functional diversity within the Axl subfamily of receptor tyrosine kinases.

Authors:  Sassan Hafizi; Björn Dahlbäck
Journal:  Cytokine Growth Factor Rev       Date:  2006-06-05       Impact factor: 7.638

3.  Requirement of phosphatidylinositol 3-kinase-dependent pathway and Src for Gas6-Axl mitogenic and survival activities in NIH 3T3 fibroblasts.

Authors:  S Goruppi; E Ruaro; B Varnum; C Schneider
Journal:  Mol Cell Biol       Date:  1997-08       Impact factor: 4.272

Review 4.  Expansion of the eukaryotic proteome by alternative splicing.

Authors:  Timothy W Nilsen; Brenton R Graveley
Journal:  Nature       Date:  2010-01-28       Impact factor: 49.962

5.  The PTB interacting protein raver1 regulates alpha-tropomyosin alternative splicing.

Authors:  Natalia Gromak; Alexis Rideau; Justine Southby; A D J Scadden; Clare Gooding; Stefan Hüttelmaier; Robert H Singer; Christopher W J Smith
Journal:  EMBO J       Date:  2003-12-01       Impact factor: 11.598

6.  AXL is a key regulator of inherent and chemotherapy-induced invasion and predicts a poor clinical outcome in early-stage colon cancer.

Authors:  Patrick G Johnston; Sandra Van Schaeybroeck; Philip D Dunne; Darragh G McArt; Jaine K Blayney; Murugan Kalimutho; Samanda Greer; Tingting Wang; Supriya Srivastava; Chee Wee Ong; Ken Arthur; Maurice Loughrey; Keara Redmond; Daniel B Longley; Manuel Salto-Tellez
Journal:  Clin Cancer Res       Date:  2013-10-29       Impact factor: 12.531

7.  Gas6/Axl Axis Contributes to Chemoresistance and Metastasis in Breast Cancer through Akt/GSK-3β/β-catenin Signaling.

Authors:  Cun Wang; Haojie Jin; Ning Wang; Shaohua Fan; Yanyan Wang; Yurong Zhang; Lin Wei; Xuemei Tao; Dishui Gu; Fangyu Zhao; Jingyuan Fang; Ming Yao; Wenxin Qin
Journal:  Theranostics       Date:  2016-05-24       Impact factor: 11.556

8.  HnRNP-L promotes prostate cancer progression by enhancing cell cycling and inhibiting apoptosis.

Authors:  Xumin Zhou; Qi Li; Jincan He; Liren Zhong; Fangpeng Shu; Rongwei Xing; Daojun Lv; Bin Lei; Bo Wan; Yu Yang; Huayan Wu; Xiangming Mao; Yaguang Zou
Journal:  Oncotarget       Date:  2017-03-21

9.  Circular RNA Sequencing Identifies CircASAP1 as a Key Regulator in Hepatocellular Carcinoma Metastasis.

Authors:  Zhi-Qiang Hu; Shao-Lai Zhou; Jia Li; Zheng-Jun Zhou; Peng-Cheng Wang; Hao-Yang Xin; Li Mao; Chu-Bin Luo; Song-Yang Yu; Xiao-Wu Huang; Ya Cao; Jia Fan; Jian Zhou
Journal:  Hepatology       Date:  2020-09       Impact factor: 17.425

10.  AXL Mediates Esophageal Adenocarcinoma Cell Invasion through Regulation of Extracellular Acidification and Lysosome Trafficking.

Authors:  Selma Maacha; Jun Hong; Ariana von Lersner; Andries Zijlstra; Abbes Belkhiri
Journal:  Neoplasia       Date:  2018-09-03       Impact factor: 5.715

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  11 in total

1.  N6-Methyladenosine-modified lncRNA LINREP promotes Glioblastoma progression by recruiting the PTBP1/HuR complex.

Authors:  Xiaoshuai Ji; Zihao Liu; Jiajia Gao; Xin Bing; Dong He; Wenqing Liu; Yunda Wang; Yanbang Wei; Xianyong Yin; Fenglin Zhang; Min Han; Xiangdong Lu; Zixiao Wang; Qian Liu; Tao Xin
Journal:  Cell Death Differ       Date:  2022-07-23       Impact factor: 12.067

Review 2.  RNA splicing: a dual-edged sword for hepatocellular carcinoma.

Authors:  Anjali Kashyap; Greesham Tripathi; Avantika Tripathi; Rashmi Rao; Manju Kashyap; Anjali Bhat; Deepak Kumar; Anjali Rajhans; Pravindra Kumar; Darshan Shimoga Chandrashekar; Riaz Mahmood; Amjad Husain; Hatem Zayed; Alok Chandra Bharti; Manoj Kumar Kashyap
Journal:  Med Oncol       Date:  2022-08-16       Impact factor: 3.738

3.  Identification and Verification of SLC27A1, PTBP1 and EIF5A With Significantly Altered Expression in Aggressive Pituitary Adenomas.

Authors:  Jianhua Cheng; Ruya Sun; Ding Nie; Bin Li; Song Bai Gui; Chu Zhong Li; Ya Zhuo Zhang; Peng Zhao
Journal:  Front Surg       Date:  2022-06-21

4.  PTBP1 as a Promising Predictor of Poor Prognosis by Regulating Cell Proliferation, Immunosuppression, and Drug Sensitivity in SARC.

Authors:  Haiyi Gong; Aimin Jiang; Runyi Jiang; Yao Wang; Dan Zhang; Zhipeng Wu; Jianru Xiao
Journal:  Oxid Med Cell Longev       Date:  2022-05-23       Impact factor: 7.310

Review 5.  AXL, an Important Host Factor for DENV and ZIKV Replication.

Authors:  Shengda Xie; Huiru Zhang; Zhenjie Liang; Xingmiao Yang; Ruibing Cao
Journal:  Front Cell Infect Microbiol       Date:  2021-03-22       Impact factor: 5.293

Review 6.  Impact of Alternative Splicing Variants on Liver Cancer Biology.

Authors:  Jose J G Marin; Maria Reviejo; Meraris Soto; Elisa Lozano; Maitane Asensio; Sara Ortiz-Rivero; Carmen Berasain; Matias A Avila; Elisa Herraez
Journal:  Cancers (Basel)       Date:  2021-12-21       Impact factor: 6.639

7.  Linc01513 inhibits the malignant potential of Nasopharyngeal carcinoma by binding to PTBP1.

Authors:  Juan Wang; Xiaolan Cai; Liqiang Zhang; Dapeng Lei
Journal:  J Cancer       Date:  2021-10-28       Impact factor: 4.207

8.  PPP1R26 drives hepatocellular carcinoma progression by controlling glycolysis and epithelial-mesenchymal transition.

Authors:  Yang Yang; Pengwei Ren; Xiaofeng Liu; Xiaoyan Sun; Chunfeng Zhang; Xiaojuan Du; Baocai Xing
Journal:  J Exp Clin Cancer Res       Date:  2022-03-15

9.  Identification of RNA binding protein interacting with circular RNA and hub candidate network for hepatocellular carcinoma.

Authors:  Binglin Cheng; Jingdong Tian; Yuhan Chen
Journal:  Aging (Albany NY)       Date:  2021-06-16       Impact factor: 5.682

10.  Rbm24 modulates adult skeletal muscle regeneration via regulation of alternative splicing.

Authors:  Mengkai Zhang; Yue Han; Jing Liu; Lefeng Liu; Longqing Zheng; Yongxiong Chen; Rongmu Xia; Dongbo Yao; Xuemin Cai; Xiuqin Xu
Journal:  Theranostics       Date:  2020-09-11       Impact factor: 11.556

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