Background
Renal cell carcinoma (RCC) represents a group of histologically and molecularly heterogeneous cancers which are originated from renal epithelium. Approximately 295,000 newly-diagnosed cases and 134,000 deaths of RCC are documented annually worldwide [
1]. The most common subtype of RCC is clear cell renal cell carcinoma (ccRCC), which is the main culprit for majority of cancer-related deaths. Previous studies have identified the somatic von Hippel-Lindau (VHL) mutations and downstream hypoxia-inducible factors (HIFs) - related pathways in the carcinogenesis of ccRCC, while recent high-throughput sequencing also identifies aberrant changes in epigenetic regulatory genes or precursor mRNA (pre-mRNA) splicing [
2]. Besides, extensive studies have revealed the remarkable genetic diversity in ccRCC, which shed light on the correlation between these molecular events and aggressive clinical features in ccRCC and exhibit prognostic, predictive and therapeutic relevance [
3]. Given that metastatic ccRCC is not suitable for surgery and refractory to conventional radiotherapy and chemotherapy, potential future directions for ccRCC management should be based on thorough investigations in ccRCC pathophysiology, which is promising for providing novel molecular targeted agents and reliable biomarkers.
Alternative splicing is a post-transcriptional regulatory mechanism of gene expression which modulates distinct protein isoforms production or mRNA stability, contributing to transcriptome and proteome diversity. Almost 95% of human genes with multiple exons undergo alternative splicing events with a frequency higher than 10%, underscoring the pivotal roles of alternative splicing in cellular pathophysiology [
4,
5]. In fact, alternative splicing has been demonstrated to play roles in plenty of key biological processes and human diseases, including several cancers. Mutations in cis-acting splicing elements and alterations of several splicing factors can dramatically change the splicing patterns of cancer-involved genes, contributing to tumorigenesis and cancer progression [
6,
7]. Recent technological progress in RNA sequencing has provided enormous data for genome-wide analysis of alternative splicing patterns in cancers, for example, genome-wide analysis of differentially expressed splicing isoforms in ccRCC were conducted with Affymetrix Exon Array platform [
8]. Furthermore, our previous study identified that splicing factor SF3B3 regulated the alternative splicing of EZH2 exon 14, and SF3B3 expression and splicing pattern of EZH2 might possess prognostic and therapeutic potential [
9]. These studies imply that specific alternative splicing pattern may remarkably contribute to more reliable definition of molecular biomarkers for cancer early diagnosis and prognosis, and may translate into effective therapeutic targets. However, there is only a sparse body of research that investigates the aberrant splicing events and underlying splicing mechanisms in ccRCC.
In this study, we systematically identified the alternative splicing events with bioinformatic methods using RNA-sequencing data from The Cancer Genome Atlas (TCGA), and selected a series of significantly dysregulated splicing events including coiled-coil domain containing 50 (CCDC50) in ccRCC for further validation. CCDC50 was firstly characterized as chromosome 3 open reading frame 6 and mapped to chromosome 3q28, subsequent genome sequencing of CCDC50 validated its involvement in autosomal dominant nonsyndromic hearing loss [
10,
11] while denied its causative effect for spastic paraplegia [
12]. The truncated variant of CCDC50, has been identified as a tyrosine - phosphorylated and ubiquitinated protein. Upon epidermal growth factor (EGF) stimulation, the truncated CCDC50 protein could be phosphorylated at tyrosine 145 and 146, and then functioned as an inhibitor for the ligand - induced downregulation of epidermal growth factor receptor (EGFR) [
13]. Furthermore, the truncated CCDC50 was proved to be phosphorylated on tyrosine residues by Src family kinases, acting as a negative regulator for the nuclear factor-kappa B (NF-κB) - mediated apoptotic pathway [
14,
15]. However, CCDC50 is not fully studied in cancer contexts. One research project revealed that CCDC50 might be dispensable for cell survival in mantle cell lymphoma and chronic lymphocytic leukemia [
16]. CCDC50 gene is comprised of 12 exons and the inclusion or skipping of exon 6 can generate full-length or short transcript, respectively. These two mRNA have differential expression levels in different human tissues, while the predominant transcript is the shorter one [
12]. In addition, an article published recently suggested that CCDC50 short transcript might serve as a diagnostic and prognostic biomarker and probably a promising therapeutic target in hepatocellular carcinoma [
17]. Nevertheless, no researchers have elaborated the specific pathophysiological functions of CCDC50 or the clinical significance and regulatory mechanism of CCDC50 pre-mRNA splicing in the context of ccRCC thus far.
In this study, we firstly validated the bioinformatic result of aberrant CCDC50 splicing in our renal cancer samples. Then we evaluated the clinical significance of splicing patterns of CCDC50 in survival prediction, and examined the distinct biological functions of different CCDC50 isoforms in ccRCC with a series of in vitro and in vivo experiments. Furthermore, we sought out the splicing regulatory mechanism of CCDC50 splicing, and identified the oncogenic splicing factor heterogeneous nuclear ribonucleoprotein A1 (HnRNP A1) was involved in the regulation of exon 6 inclusion/skipping in ccRCC. In addition, the oncogenic transcriptional factor zinc finger protein 395 (ZNF395) seemed to serve as a downstream molecule of shorter isoform of CCDC50. Overall, our findings suggested that HnRNP A1 - regulated aberrant alternative splicing of CCDC50 could contribute to the carcinogenesis and progression of ccRCC by modulating ZNF395.
Methods
Patient samples and clinical information
Forty-eight pairs of ccRCC samples and corresponding adjacent noncancerous tissues were obtained from primary ccRCC patients who underwent radical or partial nephrectomy in Tongji hospital between January 2015 and December 2017. The usage of human specimens was approved by the ethics committee of Tongji medical college, Huazhong University of Science and Technology, and written informed consent was obtained from each patient before surgery. The medical records of these patients were retrieved, and demographic characteristics, clinicopathological information, and survival data were recorded and analyzed in our further study.
Cell lines and cell culture
Human renal cancer cell lines (786-O, A498, OS-RC-2) were cultured in RPMI-1640 medium containing 10% fetal bovine serum (FBS) at 37 °C in humidified atmosphere with 5% CO2, while other renal cancer cell line (ACHN), normal renal epithelial cells human kidney 2 (HK-2), and human embryonic kidney 293 (HEK293) were maintained in DMEM with 10% FBS.
Plasmids and stable transfected cells establishment
Target fragments were inserted into lentiviral vectors such as pCDH-MSCV-MCS-EF1-copGFP (System biosciences, USA) and pSiCOR (Addgene, #11597), all plasmids were verified by DNA sequencing. Together with pGC-LV, pHelper 1.0, and pHelper 2.0 plasmids, recombinant lentiviral vectors were transfected into HEK293 cells, in which recombinant lentivirus was generated. Target cells were infected with lentivirus, then treated with puromycin for 14 days. After the efficiency of overexpression or depletion plasmids was confirmed, surviving cells were used for further experiments.
RNA preparation and PCR
Total RNAs of cells or tissues were extracted using TRIzol reagent (Invitrogen, USA), and then reverse transcribed into cDNA using the Prime-Script™ one step real-time polymerase chain reaction (RT-PCR) kit (TAKARA, China). Semi-quantitative RT-PCR was performed with 2× Taq PCR Master Mix (Thermo Fisher Scientific, USA). GAPDH was used as internal control. RT-qPCR was performed using SYBR Green Mix (Roche, Germany). All primers used in our study were listed in Supplementary table 1 (Additional file
1).
Fluorescence in situ hybridization (FISH)
FISH was performed on 12 pairs ccRCC and corresponding normal tissues in Wuhan Servicebio Technology following the manufacturer’s protocol. We labelled the truncated or full-length transcript with green or red fluorescence, respectively. The probe for truncated transcript was located at the junction fragment of exon 5 and exon 7, while probe for full-length transcript at exon 6. The fluorescence dots were counted by two experienced pathologists to represent the RNA expression of two CCDC50 isoforms.
In colony formation assays, approximately 1000 cells were seeded into six-well plates and cultured for two-weeks, the numbers of cell colonies were calculated after staining cells with crystal violet. In EdU incorporation assays, nucleus of proliferative cells were stained with red fluorescence while all nucleus could be stained with blue fluorescent light. In MTS assay, cells were treated with corresponding kit and then seeded into 96-well microplates at a density of 1000 cells per well, and the absorbance at 490 nm of each well was measured at different time points.
Transwell assay
About 1 × 105 of 786-O cells or 1.5 × 105 OS-RC-2 cells were plated in the upper chambers of 24-well Transwell plates (Corning, USA) in FBS-free medium, and complete medium with 10% FBS was deposited in the lower chambers to serve as a chemo-attractant. For in vitro migration assay, cells which passed through the Transwell filter after 12 h were remained and stained by crystal violet. For in vitro invasion assay, Transwell membranes were coated with Matrigel prior to plating cells, cells which passed through the Matrigel membrane and Transwell filter after 24 h were stained and calculated. The relative number of passed cells represented the cells’ abilities of migration or invasion.
Antibodies
Following antibodies were used in western blot: anti-CCDC50 (ab127169, Abcam), anti-ZNF395 (11759–1-AP, Proteintech), anti-HnRNP A1 (ab5832, Abcam), anti-β-actin (BM0627, Boster), anti-PCNA (10205–2-AP, Proteintech), anti-Cyclin D1 (60186–1-Ig, Proteintech), N-Cadherin (22018–1-AP, Proteintech), anti-Vimentin (BM0135, Boster), anti-ZEB1 (3396, Cell Signaling Technology), anti-VEGF (19003–1-AP, Proteintech), goat anti-mouse IgG HRP-linked whole antibody (31,430, Thermo Scientific), and goat anti-rabbit secondary antibody (31,460, Thermo Scientific).
RNA immunoprecipitation (RIP)
RIP experiments were implemented to analyze the binding of HnRNP A1 to CCDC50 mRNA using Magna RIP Kit (17–701, Millipore) according to the manufacturer’s instructions.
For the subcutaneous injection experiment, 5 × 106 OS-RC-2 cells were injected subcutaneously into 8 mice per group at a single site. Tumor sizes were measured and calculated every 5 days. At day 25, mice were executed and tumors were excised and weighted. For the caudal vein injection experiment, 1 × 106 OS-RC-2 cells were injected into 4 mice per group at the tail vein. Finally, lungs were resected and prepared for hematoxylin and eosin (H.E.) staining.
Statistical analysis
The data were presented as the mean ± standard deviation (SD). Differences among groups were determined by a two-way analysis of variance followed by a post hoc Tukey test. Comparisons between two groups were performed using an unpaired Student t test. Survival curve was plotted using the Kaplan-Meier method and compared with the log-rank test. A value of P < 0.05 was considered as statistically significant. P < 0.05, P < 0.01 and P < 0.001 were marked as ‘*’, ‘**’, ‘***’.
Discussion
This study firstly sketched the aberrant exon skipping profiling in ccRCC with TCGA dataset, and proved the reliability of this profiling by validating the aberrant splicing of CCDC50 exon 6 in independent ccRCC cohort. We also observed that splicing factor HnRNP A1 could exert it carcinogenic functions in ccRCC via promoting the skipping of exon 6 of CCDC50 pre-mRNA and increasing the proportion of oncogenic truncated transcript of CCDC50. Besides, transcriptional factor ZNF395 could become a downstream effector of CCDC50 to regulate the carcinogenesis of ccRCC. Furthermore, the splicing pattern of CCDC50 and the expression level of HnRNP A1 and ZNF395 might have the potential to predict the prognosis of ccRCC patients. Our findings not only identified a common and important splicing event in ccRCC, but also provided integrated regulatory network which elucidated the mechanism of exon skipping involving in renal cancer progression.
CCDC50 had been studied in several cellular contexts and some human diseases, which indicated its vital involvement in epidermal growth factor - mediated cell signaling, NF-κB and Fas signaling pathways [
14,
15,
20]. Additionally, mutation of CCDC50 gene or de novo deletion of 3q29 which compromised CCDC50 gene was shown to cause progressive hearing loss in several studies [
10,
11,
21], underlining the critical functions of CCDC50 in human.
However, there were only sparse studies which implied the involvement of CCDC50 in carcinogenesis or progression of human cancers. Farfsing et al. demonstrated that CCDC50 was required for the survival of mantle cell lymphoma and chronic lymphocytic leukemia cells through gene knockdown assays [
16]. Chuang et al. identified that copy number gain of CCDC50 was more common in cyclin D1-negative pleomorphic mantle cell lymphoma, but the significance of this finding was still elusive [
22]. Wang et al. demonstrated that serine- and arginine-rich splicing factor 3 (SRSF3) could directly bind to CCDC50-S mRNA to maintain its stability in the cytoplasm, which enhanced oncogenic progression of hepatocellular carcinoma through the Ras/Foxo4 signaling pathway [
17]. Although they revealed the oncogenic role of CCDC50-S, the function of CCDC50-FL was not analyzed [
17]. Besides, the mechanism that Wang et al. uncovered between SRSF3 and CCDC50-S was molecule stability regulation rather than alternative splicing regulation [
17]. Interestingly, Wang et al. also found that the BaseScope signal of CCDC50-S mRNA was relatively negative in eight types of solid tumors including renal cancer [
17], but we validated the existence of CCDC50-S in ccRCC and further investigated its biological function.
Currently, the expression pattern, biological functions and underlying molecular mechanisms of CCDC50 in ccRCC remain poorly defined. We found that CCDC50 was upregulated in ccRCC and the predominant CCDC50 transcript exerted an oncogenic function in ccRCC, which was consistent with the pro-survival function shown by Fartsing et al. [
16]. Like the majority of human genes, CCDC50 locus could generate diverse mRNA transcripts through the alternative splicing of pre-mRNA. Tashiro et al. noticed that two splice variants of CCDC50 were ubiquitously expressed in human tissues and the short one is dominantly expressed, they also found that long isoform of CCDC50 protein had significantly lower affinity for binding to EGFR [
13]. However, they failed to identify the distinct functions of CCDC50 isoforms, let alone the human cancer contexts. Our results were conformed with previous findings, and we further elucidated that dysregulation of alternative splicing of CCDC50 was a normal phenomenon in ccRCC. Furthermore, we provided reliable evidence that truncated or full-length CCDC50 could promote or inhibit the proliferation, migration, invasion, and tumor growth of renal cancer, respectively. The relative expression of tumor-suppressive CCDC50-FL was diminished in ccRCC, while the concentration of oncogenic CCDC50-S significantly increased in this malignancy. An increasing body of literature shows that dysregulation of pre-mRNA splicing contributes to tumorigenesis and turns into potent drivers of malignant phenotypes [
6,
23], our results indicated that CCDC50 could also be regarded as an outstanding example because the splicing pattern of CCDC50 could predict survival of ccRCC patients. Notably, some compounds have been developed to affect splicing control and have resulted in promising therapeutic agents [
24], thus developing novel anticancer compounds targeting alternative splicing of CCDC50 might become eligible strategy for controlling cancers including ccRCC.
HnRNPs are a set of ~ 20 abundant proteins which involve in several post-translational modifications such as splicing of introns, 5′-end capping, and polyadenylation [
25]. HnRNP A1 is the most abundant and ubiquitously expressed HnRNPs which can shuttle between the nucleus and cytoplasm via its Gly-rich auxiliary domain [
26], which endows it with more convenience to regulate RNA maturation and pre-mRNA splicing. HnRNP A1 has been demonstrated to be involved in several pathophysiological processes which drive the carcinogenesis and progression of many types of malignancies [
27]. HnRNP A1 mainly plays oncogenic roles in the majority of cancer types, such as colon cancer [
28] and hepatocellular carcinoma [
29], while its functions in ccRCC are still elusive. HnRNP A1 is capable of preventing exon skipping of multiple genes [
30]. For example, HnRNP A1 could bind to sequences flanking pyruvate kinase exon 9 and cause the exon 10 inclusion, increasing the PKM2/PKM1 ratio and promoting aerobic glycolysis in brain tumors [
31,
32]. Current study found that HnRNP A1 was upregulated and exerted pro-tumorigenic functions in ccRCC, it could also regulate the alternative splicing of CCDC50 to promote truncated CCDC50 transcript production. These data shed light on how splicing factor HnRNP A1 contributed to the tumor progression. However, more thorough inquiry into the binding site of HnRNP A1/CCDC50 pre-mRNA and specific molecular mechanisms of splicing regulation was still imperative.
ZNF395 was firstly identified as a papillomavirus binding factor which bound to SAP30 and negatively regulated gene transcription [
33]. Additionally, ZNF395 could function as a transcriptional activator of several interferon-stimulated genes, such as CXCL10 and CXCL11 [
34]. Further study indicated that ZNF395 could exert its transcriptional activation for proinflammatory factors and contribute to inflammatory microenvironment under HIF-1α dependent hypoxic conditions [
35]. Moreover, Yao et al. proved that VHL deficiency in ccRCC drove enhancer activation of ZNF395, a ccRCC master regulator. VHL inactivation stabilized HIF-2α - HIF-1β heterodimer binding at the enhancers, and further activated the transcription of ZNF395 by recruiting histone acetyltransferase p300 on ZNF395 promoter [
36]. In our study, we found that ZNF395 was a downstream protein of CCDC50, which was consistent with the genome-wide expression profile after CCDC50 modulation [
16]. Short CCDC50 isoform could suppress the degradation and internalization of EGF receptor on plasma membrane [
13], resulting in the accumulation of active EGFR on plasma membrane. EGFR stimulation could induce the downstream AKT activation, leading to the phosphorylation and subsequent activation of p300 [
37]. Activated p300 continued to increase the transcriptional activity of ZNF395, explaining the upregulation of ZNF395 after treating with short CCDC50 isoform. Besides, HIF-2α accumulation under hypoxic microenvironment could promote EGFR mRNA translation and diminish the necessity for EGFR mutations [
38], the mutual promotion of EGFR and HIF-2α - p300 - ZNF395 pathway turned out to be significant driver of tumorigenic progression of ccRCC. On the other hand, we demonstrated that ZNF395 played its oncogenic role through proliferation, EMT, and angiogenesis pathways, which provided a comprehensive understanding of ZNF395 function in cancer.
The significance of CCDC50-S combined with HnRNP A1 or ZNF395 for prognosis prediction was revealed. High CCDC50-S / high HnRNP A1 could predicted poor overall survival, which was consistent with our conclusions. However, high CCDC50-S / high ZNF395 had no significant prognostic value. This might be explained by the small number of low CCDC50-S / low ZNF395 cases (only 44 cases). These results should be further validated by more studies with larger sample sizes.
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