Abstract
A well-studied RNA-binding protein Hu Antigen-R (HuR), controls post-transcriptional gene regulation and undergoes stress-activated caspase-3 dependent cleavage in cancer cells. The cleavage products of HuR are known to promote cell death; however, the underlying molecular mechanisms facilitating caspase-3 activation and HuR cleavage remains unknown. Here, we show that HuR cleavage associated with active caspase-3 in oral cancer cells treated with ionizing radiation and chemotherapeutic drug, paclitaxel. We determined that oral cancer cells overexpressing cyclooxygenase-2 (COX-2) limited the cleavage of caspase-3 and HuR, which reduced the rate of cell death in paclitaxel resistant oral cancer cells. Specific inhibition of COX-2 by celecoxib, promoted apoptosis through activation of caspase-3 and cleavage of HuR in paclitaxel-resistant oral cancer cells, both in vitro and in vivo. In addition, oral cancer cells overexpressing cellular HuR increased the half-life of COX-2 mRNA, promoted COX-2 protein expression and exhibited enhanced tumor growth in vivo in comparison with cells expressing a cleavable form of HuR. Finally, our ribonucleoprotein immunoprecipitation and sequencing (RIP-seq) analyses of HuR in oral cancer cells treated with ionizing radiation (IR), determined that HuR cleavage product-1 (HuR-CP1) bound and promoted the expression of mRNAs encoding proteins involved in apoptosis. Our results indicated that, cellular non-cleavable HuR controls COX-2 mRNA expression and enzymatic activity. In addition, overexpressed COX-2 protein repressed the cleavage of caspase-3 and HuR to promote drug resistance and tumor growth. Altogether, our observations support the use of the COX-2 inhibitor celecoxib, in combination with paclitaxel, for the management of paclitaxel resistant oral cancer cells.
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Introduction
Understanding gene expression patterns in response to chemoradiotherapy is crucial to the successful treatment of cancer. Recent emerging technologies permitted the development of targeted therapies for a variety of cancers.1 However, most of these therapies target DNA transcription initiation factors or signaling kinases. Interestingly, studies demonstrated that during chemotherapy, post-transcriptional control of messenger RNA (mRNA) stability/turnover is altered, this alteration offers a promising target for the development of new therapeutics.2 For instance, RNA-binding proteins (RBPs) thought to be involved in controlling the expression of mRNAs that encode proteins responsible for cell death, consequently altering treatment efficacy in cancer.3, 4, 5 RBP-mediated cell death is considered an additional checkpoint for cancer treatment. However, a mechanistic link between RBP-mediated halting of cancer cell growth and efficacy of treatment has not been thoroughly studied.
Human antigen-R (HuR), belongs to the family of embryonic lethal, abnormal vision (ELAV) proteins, known to regulate cellular development and immune functions.6, 7 In cancer, HuR regulates the mRNAs encoding proteins involved in cell proliferation, angiogenesis, apoptosis and cell migration.8 Although HuR is an extensively studied RBP, HuR-mediated control of apoptosis in cancer is poorly understood. Under lethal cellular stress like hypoxia or ionizing radiation, caspase-3 cleaves HuR and the resulting HuR cleavage products promote cell death.9, 10, 11
The cellular apoptotic response is controlled by the intrinsic or extrinsic pathway, depending on the stress response. The intrinsic pathway is triggered by disruption of the mitochondrial membrane potential by Bcl protein family members and dysregulation of this pathway induces cancer.12 In the extrinsic pathway, extracellular death ligands like Fas L13 bind to cell-surface receptors stimulating caspase-8 cleavage and subsequently caspase-3 activation. Caspases are inhibited by several proteins involved in cell proliferation.14 For example, cyclooxygenases (COX), also known as prostaglandin G/H synthases, enzymatically convert arachidonic acid to prostaglandins and thromboxane A2. There are two known isoforms of COX enzymes: COX-1 (alias PTGS1) and COX-2 (alias PTGS2).15 COX-2 is overexpressed in several cancers, including oral squamous cell carcinoma.16, 17, 18, 19, 20, 21, 22 Interestingly, overexpressed COX-2 blocked caspase-3 activation, and subsequent inhibition of COX-2 activity by celecoxib induced apoptosis.23 HuR is known to control the expression of COX-2 mRNA in multiple cancers through interaction with AU-rich elements in the 3' untranslated region.24, 25, 26, 27 Although these observations support that HuR controls COX-2 expression in cancer, the molecular mechanism of HuR-mediated COX-2 promotion of tumor growth under chemoradiotherapy remain elusive. In the present study, we define a previously unidentified role for COX-2 in regulating caspase-3 and HuR cleavage in oral cancer cells. Here we show that, inhibition of COX-2 activity by celecoxib, promotes caspase-3 activation and HuR cleavage, which destabilizes COX-2 mRNA. Our observations suggest that disruption of the COX-2/HuR reciprocal feedback loop, can sensitize paclitaxel-resistant oral cancer cells to treatment.
Results
Cleavage of HuR is cancer cell specific
We previously showed that treatment of hypoxia and ionizing radiation (IR) promoted the cleavage of HuR through active caspase-3.9, 10 Here, to determine if chemo- and radio-therapy promoted the cleavage of HuR in drug resistant and sensitive oral cancer cells, we treated 74B oral cancer cells with a variety of cytotoxic agents and IR. Treatment of paclitaxel, doxorubicin and IR induced the cleavage of HuR; however, cisplatin did not promote HuR cleavage even at the highest concentration of 10 μM (Figure 1a and Supplementary Figure S1A). Next, to extend our observation, we monitored the cleavage of HuR during paclitaxel treatment of primary (nomenclature of A) and recurrent (nomenclature of B) oral cancer cells. HuR was preferentially cleaved in the recurrent cell lines, compared with the primary cell lines; one exception was 22A cells, which exhibited less cleavage of HuR compared with 22B cells (Figure 1b). On the basis of the pattern of cleavage of HuR, we selected two primary oral cancer cell lines UMSCC-11A and UMSCC-74A and two recurrent cell lines UMSCC-11B and UMSCC-74B for further analysis. To determine if the cleavage of HuR associated with active caspase-3, paclitaxel treated cells were probed for active caspase-3 and HuR. As shown in Figure 1c, recurrent cell lines 11B and 74B exhibited strong cleavage of HuR and caspase-3 compared with 11A cells. In contrast, primary 74A cells showed minimal HuR cleavage in association with activation of caspase-3 compared with 74B cells. Previous observations indicated that the cleavage of HuR is a cytoplasmic event controlled by active caspase-3,28 hence, we monitored the subcellular localization of HuR under paclitaxel. As shown in Figure 1d, the presence of HuR was noted in both the cytoplasm and nucleus of 11A and 74B cells with or without treatment of paclitaxel. Although the cytoplasmic presence of HuR was observed in both 11A and 74B cells, the lack of active caspase-3 in 11A cells failed to cleave HuR compared with 74B cells under paclitaxel (Figures 1c and d). Collectively, these data suggest that paclitaxel mediated cleavage of HuR associated with active caspase-3 in cancer cells.
Next, to determine whether the observed changes in caspase-3 and HuR altered the rate of cell death under paclitaxel treatment, the percentage of apoptotic cells were quantified. As shown in Figure 1e, paclitaxel treated primary 11A and 74A cells (Supplementary Figure S1B) exhibited reduced rate of apoptosis (from ~3 to 9%, 74A cells exhibits ~15 to 25%, Supplementary Figure S1B) compared with 74B cells (~17 to 70%; Figure 1e). These data indicated that paclitaxel induced apoptosis in recurrent 74B cells was significantly higher than primary 11A and 74A oral cancer cells. To test if the altered apoptotic rates were mediated through HuR, we silenced HuR and quantified the number of apoptotic cells under paclitaxel. As shown in Figure 1f, silencing of HuR by shRNA reduced the rate of cell death in 74B cells, indicating that HuR partly facilitated apoptosis in paclitaxel treated cells. We did not detect a significant change in the apoptotic rate of 11A cells (Figure 1f), in part due to inactivation of caspase-3 under paclitaxel. Altogether, our findings indicated that paclitaxel induced caspase-3 activation, promoted HuR cleavage and enhanced apoptosis in recurrent cancer cells compared with primary oral cancer cells.
HuR controls COX-2 expression in oral cancer cells
Our previous observation demonstrated that the non-cleavable isoform of HuR (HuR-D226A), increased cell proliferation compared with the full-length or cleavable isoforms of HuR.10 The presence of cellular non-cleavable HuR and inactive caspase-3 in primary tumor cells compared with recurrent cells during paclitaxel treatment suggested that non-cleavable HuR and inactive caspase-3 may facilitate cell proliferation and drug resistance (Figure 1c). To further assess this, we determined the levels of HuR target mRNAs encoding proteins involved in cell proliferation such as COX-2, c-MYC, c-JUN and IL-8 in 11A and 74B cells. These mRNAs contain AU-rich elements, HuR recognition sequence motifs, in their 3' untranslated region (UTR). Most HuR target mRNAs were down regulated in 74B cells during paclitaxel treatment (Figure 2a). In contrast, 11A cells exhibited reduced levels of c-MYC, c-JUN and IL-8 mRNAs but significant upregulation of COX-2 mRNA under paclitaxel treatment (Figure 2b). Next, to determine whether the observed changes in COX-2 and other mRNAs were because of direct association with HuR, we performed ribonucleoprotein (RNP) IP on control and paclitaxel-treated cells using an antibody against HuR. The HuR-associating mRNAs were then measured by RT-qPCR. As shown in Figures 2a and b, we observed a strong association of COX-2 mRNA with HuR in 11A cells (~68 fold) compared with 74B cells (~18 fold) after treatment with paclitaxel (Figure 2c, 74B cells and 2D, 11A cells). Interestingly, the basal COX-2 protein levels in 11A cells is ~3.0 fold higher than 74B cells (Figure 2e). In addition, like mRNA expression, the COX-2 protein levels were increased 2.0 fold in paclitaxel treated 11A cells compared with control cells. In contrast, COX-2 protein level showed a moderate decrease from 1.0 fold 0.9 fold after paclitaxel treatment in 74B cells (Figure 2e). The remaining mRNAs c-myc, c-Jun and IL-8 mRNAs were also bound with HuR in IP samples.
Next, to determine if the alteration of COX-2 protein during paclitaxel treatment was because of the changes in COX-2 mRNA stability, we treated both cell lines with paclitaxel and estimated the half-life (t1/2) of the mRNA under actinomycin-D. As shown in Figures 2f and g, after paclitaxel treatment COX-2 mRNA was unstable in 74B cells (t1/2 decreased from ~6:30 to ~4 h) compared with 11A cells (t1/2 increased from ~5 to ~7:20 h), indicating that paclitaxel promotes the stability of COX-2 mRNA in 11A cells. To directly assess whether COX-2 mRNA expression is controlled by HuR, we silenced HuR and evaluated COX-2 mRNA levels using RT-qPCR. The shRNA-mediated silencing of HuR reduced the relative expression of COX-2 mRNA and protein expression in both cell lines (Figures 3a and b). Next, the half-life of COX-2 mRNA was measured in HuR silenced 74B and 11A cells. In shcontrol 74B and 11A cells, COX-2 mRNA t1/2 was more than 6 h, while in HuR silenced cells, the half-life was reduced to approximately 4 h (Figures 3c and d), indicating that HuR directly controls COX-2 stability in both cell lines. Collectively, these data demonstrated that HuR is a dominant protein controlling COX-2 mRNA expression in cancer cells, but the observed difference in basal COX-2 protein expression between 74B and 11A cells may be due in part to additional regulatory pathways.
Inhibition of COX-2 by celecoxib promotes active caspase-3 and HuR cleavage
Increased COX-2 expression is correlated with tumor cell resistance to chemotherapeutic drugs.29 Inhibition of COX-2 activity by celecoxib, resulted in increased apoptosis, activation of caspase-3, caspase-9 and PARP cleavage.23 Hence, we sought to determine whether selective inhibition of COX-2 with celecoxib during paclitaxel treatment altered COX-2 activity, using a COX-2 enzymatic assay.30 As shown in Figure 4a, basal COX-2 activity in 11A cells was significantly higher compared with 74B cells. On treatment with both celecoxib and paclitaxel, we observed a significant reduction in COX-2 activity in 11A cells in comparison to 11A cells treated with paclitaxel alone (Figure 4a). To determine if this combinatorial therapy in 11A cells induced caspase activation and HuR cleavage, the cells were treated for 2 h with paclitaxel and celecoxib, and protein expression was measured by Western blot. As expected, inhibition of COX-2 by celecoxib in association with paclitaxel treatment, promoted the cleavage of caspase-3 and HuR after 2 h in 11A cells (Figure 4b). In addition, 74B cells treated with paclitaxel alone for 2 h did not exhibit cleavage of HuR but both celecoxib and paclitaxel treatment promoted the cleavage of HuR (Figure 4b). In both cell lines, treatment of celecoxib alone failed to induce caspase-3 or HuR cleavage. To test whether the observed changes in the cleavage of caspase-3 and HuR altered the rate of apoptosis during celecoxib and paclitaxel treatment, we quantified the rate of apoptosis in both cell lines. As shown in Figure 4c, after 2 h of celecoxib and paclitaxel treatment, the primary 11A cells exhibited increased apoptosis (~7 to ~18%) compared with paclitaxel alone (~3 to ~7%; Figures 4c and d). In addition, the apoptotic rate in celecoxib and paclitaxel treated 74B cells increased (~15 to ~35%) compared with paclitaxel alone (Figures 4c and d). Collectively, these data suggest that combinatorial treatment with celecoxib and paclitaxel, is sufficient to induce HuR cleavage and activate apoptosis in COX-2 driven drug resistant oral cancer cells.
It has been reported that overexpression of HuR cleavage products induced cell death under stress.11 To investigate whether HuR cleavage product-1 and paclitaxel are sufficient to induce apoptosis by activating caspase-3 in primary oral cancer cells, we transiently overexpressed the cleaved HuR isoform GFP-CP1 in 11A and 74A cells. As expected, we observed cleavage of both HuR and caspase-3 in paclitaxel treated GFP-CP1 overexpressing 11A and 74A cells after 16 h (lane 4 and 8 in Figure 4e); whereas, DMSO or paclitaxel treated GFP control cells and DMSO treated GFP-CP1 cells exhibited no cleavage of HuR and caspase-3 (lanes 1-3 and 5-7 in Figure 4e). These data demonstrate that overexpression of HuR-CP1 in combination with paclitaxel may overcome drug resistance in oral cancer cells.
COX-2 overexpression and non-cleavable HuR promotes oral cancer tumorigenesis
To gain insights into the cancer promoting and drug resistance function of COX-2 and HuR in vivo, we subcutaneously injected equal number of 11A or 74B cells into the right and left flank of 4 week old nude mice and monitored tumor growth. When the tumor volume reached 25 mm3, we injected 100 μL of DMSO and 20 mg/kg of paclitaxel in 100 μL of DMSO intra-tumorally on the left and right flank of nude mice respectively, carrying either 11A or 74B cell derived xenograft tumors. The paclitaxel was injected once every two days for 2 weeks or until the tumors reached 200 to 250 mm3 in volume. Paclitaxel treated 74B derived xenograft tumors exhibited a reduction in growth after 10 days of treatment compared with DMSO treated tumors (Figure 5a). In contrast, there was no observed difference in tumor growth between DMSO and paclitaxel treated 11A derived xenograft tumors (Figure 5b). However, paclitaxel and celecoxib treated 11A xenograft tumors exhibited a reduction in growth after 12 days of treatment compared with paclitaxel alone treated tumors (Figure 5b). In agreement with our in vitro data, western blot analysis of paclitaxel treated 74B derived xenograft tumor samples showed HuR cleavage (Figure 5c); whereas, DMSO treated 74B or 11A tumors and paclitaxel treated 11A tumors exhibited no cleavage of HuR (Figure 5c). Next, we tested the cell proliferation marker Ki67 and angiogenesis marker CD31 in 74B and 11A derived xenograft tumors. Ki67 and CD31 staining was high in both 74B and 11A DMSO treated tumors and paclitaxel treated 11A tumors compared with paclitaxel treated 74B and paclitaxel/celecoxib treated 11A derived tumors (Figure 5d, quantitative representation illustrated in 5E). To detect apoptosis in the tumors, we stained the tissues with TUNEL and measured cell death. As shown in Figure 5f, both 74B paclitaxel and 11A paclitaxel/celecoxib treated tumors exhibited pronounced cell death compared with control tumors. Altogether, data from xenograft studies indicate that overexpression of COX-2 and non-cleavable HuR may control tumor growth and paclitaxel resistance of 11A cells in vivo.
HuR cleavage product-1 (HuR-CP1) specifically associates with mRNAs encoding proteins involved in cell death
HuR-CP1 and CP2 are known to promote apoptosis by altering the expression of apoptosis-associated ARE containing mRNAs.11 To determine whether full-length HuR, HuR-CP1 and non-cleavable form of HuR (HuR-D226A) forms a complex with target mRNAs under IR, we have used RNP IP assay followed by high-throughput sequencing (HTS). Figure 6a illustrates the methodology of RNP IP assays, HTS analysis and target enrichment analysis. First, 74B cells stably transfected with GFP-tagged HuR, HuR-CP1 and HuR-D226A isoforms were irradiated with ionizing radiation of 10 Gy and cultured for 24 h to promote cell death and cleavage of HuR (Figure 6b). IR induced the cleavage of GFP-HuR-FL but did not promote the cleavage of GFP-HuR-D226A compared with control GFP expressing cells (Figure 6b). Interestingly, overexpression of HuR-CP1 and HuR-FL minimizes the cleavage of cellular HuR possibly through competitive binding with caspase-3. Next, to determine if these isoforms of HuR bound with target mRNAs, we conducted RNP IP assay using anti-GFP antibody. The GFP-bound RNAs were extracted and subjected to HTS analysis. The mRNAs that were bound to GFP versus full-length HuR (Supplementary Table S1), HuR-CP1 (Supplementary Table S2) and HuR-D226A (Supplementary Table S3) were compared with known HuR targets identified through PAR-CLIP31 (Figure 6c). As shown in Figure 6c, there are 644 target mRNAs bound to full-length HuR, HuR-CP1 and HuR-D226A isoforms, but more than 3000 targets associated with HuR-D226A isoform alone and only 26 targets were exclusively bound to HuR-CP1. These data suggest that HuR-D226A has an enhanced capability to bind RNA compared with HuR-CP1. Interestingly, HuR-CP1 associated with several target mRNAs encoding proteins noted to be involved in the cell death pathway (Table 1 and Figure 6d). Next, bioinformatic analysis revealed that mRNA sequences that bound with HuR contained several AREs in their 3'UTR (Figure 6e, Supplementary Table S4). Thus, our findings indicate that HuR-CP1 specifically binds with mRNAs involved in cell death. Altogether, our model (Figure 6f) illustrates that the overexpression of COX-2, blocks the cleavage of caspase-3 and HuR, thus promoting drug resistance.
Discussion
The regulation of post-transcriptional gene expression is always tightly associated with mRNA processing, transport, stability and translation. These processes are critical for precise control of gene expression and regulate several cancer biological pathways including cell death and proliferation. RBPs are the major determining factors that facilitate post-transcriptional gene expression. During cancer progression RBPs are post translationally modified and are involved in drug resistance. Here, we show that RBP HuR undergoes a post-translational modification, which is integral to chemotherapeutic drug susceptibility in oral cancer cells. HuR control of COX-2 mRNA expression is well-known. Multiple studies demonstrated that HuR directly associates with AU-rich elements present in the 3' UTR of COX-2 and controls COX-2 stability and translation.32 Overexpressed COX-2 protein is reported in multiple cancers, including colon,33 stomach,16 lung,17 esophagus,18 pancreas,18 bladder,34 prostate35 and oral cavity.19, 20, 21, 22 In oral cancer, expression of COX-2 is associated with tumor size and poor patient response to chemoradiation.26 On the basis of our findings in this report, we establish that HuR controls COX-2 mRNA stability in both 11A and 74B cells. In addition, activated caspase-3 promoted the cleavage of HuR during paclitaxel treatment in 74B cells; however, 11A cells, which exhibits increased levels of COX-2 protein, failed to cleave both caspase-3 and HuR. Interestingly, in support of these observations, HuR was reported to enhance COX-2 mRNA stability in mammary epithelial cells treated with taxanes.36 Altogether, our observations indicate that overexpression of COX-2 may play a positive role in cancer progression by promoting resistance to paclitaxel treatment, through blocking the activation and cleavage of caspase-3 and HuR, respectively.
Caspases are defined as either tumor suppressors or oncogenes by executing cell death in normal cells or undergo severe suppression in some cancers. For example, the absence of caspase-3 was reported in multiple cancers including breast cancer tissues,37 hepatocellular and prostate carcinoma.38 In addition, inactive caspase-3 was reported in both oral carcinoma and differentiated normal oral epithelial tissues,39 but the molecular basis for this inactivation of caspase-3 was not known. Our results clearly indicate that overexpressed COX-2 inhibits the cleavage of caspase-3 and HuR in oral cancer cells. Taken together, the level of COX-2 and HuR can be used as an index for oral cancer patient prognosis and survival. Moreover, COX-2 and HuR may also be therapeutic targets for oral malignancy, particularly in patients who underwent chemotherapy that resulted in drug resistance.
HuR alters many biological functions in cancer cells which includes mediating apoptotic or anti-apoptotic responses.9, 40, 41 Post-translational modification of HuR may provide a mechanism to control the stability of mRNAs encoding proteins involved in the apoptosis pathway. For instance, HuR cleavage products are known to target several genes, such as Caspase-9, and control their mRNA stability and expression.11 We assume that the apoptotic function of cleaved HuR in the form ofHuR-CP1, its associated target mRNAs and their coding proteins, may provide an opportunity to develop novel therapeutics. Based on our RNP IP analysis, we were able to identify HuR targets such as ING4,42 RNF21643 and CDK11A,44 which are associated with apoptosis suggesting a novel mechanism whereby HuR-CP1 initiates cell death by controlling a subset of mRNAs encoding apoptotic proteins. Furthermore, we have previously shown that HuR-CP1, inhibits c-myc mRNA translation under hypoxic lethal stress.10 In addition, reports postulate that HuR-CP1 binds with multiple protein partners and controls the cell death pathway.28, 40 As HuR-CP1 impacts the cellular HuR cleavage (Figure 6b), there is a strong possibility that HuR-CP1 could play a role in apoptotic pathway either as an initiator or competitor full length HuR to alter the cell death machinery. Hence, it would be interesting to identify HuR-CPs and their role in post-transcriptional gene regulation. On the basis of our RNP IP and transcriptome analysis, we were able to identify several novel HuR-CP1 regulons compared with full length HuR that could potentially impact apoptosis pathway.
Materials and methods
Cell lines and constructs
The oral cancer cell lines were genotyped and authenticated as described.45 The HuR isoforms tagged with GFP such as full-length HuR, HuR-D226A, HuR-CP1 (gift from Dr Gallouzi laboratory, McGill University) have been previously described (27). The transfections of plasmids were conducted by using Lipofectamine-2000 (Life Technologies, Grand Island, New York, NY, USA). For HuR transient silencing experiments, cells were transduced with either a scrambled shRNA or two different shRNAs targeting CDS and 3'UTR of HuR (Sigma clones: TRCN0000017274 and TRCN0000276186).
Immunoblotting and apoptosis assay
The cell lysates were separated by SDS–polyacrylamide gel electrophoresis (SDS–PAGE), and followed by immunoblotting using antibodies against HuR (Santa Cruz, Dallas, TX, USA, sc-5261), caspase-3 (Cell Signaling, Danvers, MA, USA, 8G10) and COX-2 (One World Lab, San Diego, CA, USA, 43977). Apoptosis assay was carried out based on manufacturer’s protocol (Annexin V-PE apoptosis detection kit; Biovision, Milpitas, CA, USA, K128-100).
Cox-2 enzyme activity assay
Cox-2 enzyme activity was assayed according to the manufacturer’s protocol (Cayman Chemical Company, Michigan, USA). Briefly, either untreated, paclitaxel treated or paclitaxel and celecoxib treated cells were washed with HBSS and harvested with a rubber policeman. Cell pellets were sonicated in the presence of cold buffer (0.1M Tris–HCl, pH 7.8 containing 1 mM EDTA) and centrifuged at 10,000g for 15 min at 4 °C. The supernatant was used for the assay.
RNA Extraction, qRT-PCR and RNP analysis
Total RNA was prepared from mice tissues and HNSCC cell lines using TRIzol (Qiagen, German Town, MD, USA). The qRT-PCR was conducted using ABI Step One Plus system with the SYBR Green qRT-PCR kit. The sequences of the primers are shown in Supplementary Table S1. HuR RNP IP was performed as previously described.46
RNA sequencing (RNA-seq) and analyses
Total RNA of 100 ng from RIP samples was used to prepare RNA-seq libraries using the TruSeq RNA Sample Prep Kit (Illumina, San Diego, CA, USA), following the protocol described by the manufacturer. High-throughput sequencing (HTS) was performed on an Illumina HiSeq2500 with each sample sequenced to a minimum depth of ~50 million reads using a paired end approach. The primary data analysis demanded that >80% of the sequence data had a Phred score of 30 in accordance with Illumina quality control procedures. Secondary data analysis involved an RNAseq workflow to process the data. This enabled data validation and quality control, read alignment to the human genome (hg19) using TopHat2,47 which indicated >93% read mapping. Gene-level count data were extracted with HTSeq and DEseq248 was utilized to uncover differential expression with robust statistical power. The workflow was executed on a OnRamp Bioinformatics Genomics Research Platform. Software versioning included FastQValidator v0.1.1a, Fastqc v0.11.3, Bowtie2 v2.1.0, TopHat2 v2.0.9, HTSeq v0.6.0 and DEseq v1.8.0. Transcript count data from the DESeq2 analysis of the samples was ranked based on the q-value from lowest to highest. FDR is the expected fraction of false positive tests among significant tests and was calculated using the Benjamini–Hochberg multiple testing adjustment procedure. Statistical analysis of pathways and gene ontology terms was carried as described by us previously.49,50 Venn diagrams were created using BioVenn.51
Accession numbers
Transcriptome fastq files have been deposited into Gene Expression Omnibus and available using the Gene Expression Omnibus number GSE79477.
Experimental animals and xenograft studies
Four week old athymic nude mice (Medical University of South Carolina Animal Husbandry) were used for the transplantation studies. The animal research was handled in accordance with the guidelines of the Institutional Animal Care and Use Committee. Both UMSCC-74B and UMSCC-11A cells were harvested a brief exposure to 0.02% EDTA and 0.05% trypsin. After blocking trypsinization the cells were washed with HBSS, then resuspended in complete medium and counted with a hemocytomer. Only suspensions containing viable cells (>90%) were used for transplantation experiments. Approximately 4 million UMSCC-74B or UMSCC-11A cells were suspended in 100 μl of complete medium containing 30% Matrigel (Corning)/and injected into the flank of the nude mice using a tuberculin syringe and 30-gauge needle, as described previously. A total of 16 mice (8 mice for 74B oral cancer cells group and 8 mice for 11A oral cancer cells group) received injection. Once in every two days, the weight of the mice and size of the tumors were measured. The formula V=1/2(LxW^2) was used to calculate and measure the tumor volume. The maximum tumor volume of 25 mm3 as a cut off for the injection of paclitaxel and celecoxib. Mice with same sized tumors were randomized into two groups (n=5) group 1 (control) received 100 μl DMSO and group 2 (paclitaxel treatment) received 20 mg/kg paclitaxel dissolved in DMSO and injected intra-tumorally. Using a 5% level of significance, 80% power, and a standard deviation in tumor volume within a group, the two-sided t-test states those 5 animals per group is sufficient to detect a difference in tumor volume between any groups.
ARE motif analysis
A basic R script based on the biomart R library was used to retrieve 3´UTR sequences. The longest 3´UTR sequences retrieved for each gene was scanned with a custom PERL script. The script performed a basic string match in scalar mode for ARE motifs in each 3´UTR. The script tracked the total number of 3´UTR matches and also counted the number of matches for each of the ARE motifs. These latter numbers were then charted with the standard Microsoft EXCEL 3D pie chart function.
Statistics
The graphical data are represented as mean±S.D. We used student’s t tests with equal variances to assess differences between means. P values <0.05 were considered significant.
Abbreviations
- H&E:
-
Hematoxylin and eosin
- HuR-CP1:
-
Hu Antigen-R cleavage product-1
- HuR-D226A:
-
Non-cleavable isoform of HuR
- RBP:
-
RNA-binding protein
- ARE:
-
AU-rich elements
- 3′ UTR:
-
Untranslated region
- HNSCC:
-
Head and neck squamous cell carcinoma
- IR:
-
Ionizing radiation
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Acknowledgements
We acknowledge the funding source from the National Institutes of Health R01DE022776 and R01DE022776S1 to VP. We acknowledge the Center for Oral Health Research (L-COHR) which is supported by the NIH grant P30 GM103331.
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Janakiraman, H., House, R., Talwar, S. et al. Repression of caspase-3 and RNA-binding protein HuR cleavage by cyclooxygenase-2 promotes drug resistance in oral squamous cell carcinoma. Oncogene 36, 3137–3148 (2017). https://doi.org/10.1038/onc.2016.451
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DOI: https://doi.org/10.1038/onc.2016.451
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