Abstrct
Ephexin1 was reported to be highly upregulated by oncogenic Ras, but the functional consequences of this remain poorly understood. Here, we show that Ephexin1 is highly expressed in colorectal cancer (CRC) and lung cancer (LC) patient tissues. Knockdown of Ephexin1 markedly inhibited the cell growth of CRC and LC cells with oncogenic Ras mutations. Ephexin1 contributes to the positive regulation of Ras-mediated downstream target genes and promotes Ras-induced skin tumorigenesis. Mechanically, Akt phosphorylates Ephexin1 at Ser16 and Ser18 (pSer16/18) and pSer16/18 Ephexin1 then interacts with oncogenic K-Ras to promote downstream MAPK signaling, facilitating tumorigenesis. Furthermore, pSer16/18 Ephexin1 is associated with both an increased tumor grade and metastatic cases of CRC and LC, and those that highly express pSer16/18 exhibit poor overall survival rates. These data indicate that Ephexin1 plays a critical role in the Ras-mediated CRC and LC and pSer16/18 Ephexin1 might be an effective therapeutic target for CRC and LC.
Subject terms: Targeted therapies, Cancer models
Introduction
Oncogenic Ras mutations are frequently observed in solid tumor cells and are present in pancreatic cancer, colorectal cancer (CRC), and lung cancer (LC) [1, 2]. Mutational activation of K-Ras in these tissues is sufficient to initiate neoplasia in mice [3–5]. Thus, understanding the mechanisms behind Ras-induced oncogenesis is an important goal in cancer therapy. A significant consequence of Ras-mediated signal transduction is the altered expression of a large number of genes. It is well established that canonical Ras signaling is coupled to transcriptional regulation through the activation of the MAPK cascade, which involves the sequential phosphorylation and activation of the serine/threonine kinases RAF, MEK1/2, and ERK1/2 [6–12]. More recently, new regulatory factors that directly interact with K-Ras were identified and shown to play a crucial role in the full range of K-Ras oncogenic phenotypes [13–19]. Despite decades of effort, many aspects of the molecular mechanism underlying Ras-induced tumorigenesis and possible therapeutic targeting remain difficult to identify.
Ephexin1 is a member of the DbI family of guanine nucleotide exchange factors (GEFs) and serves as a direct link between Eph receptors and the Rho-family of GTPases [20, 21]. Ephexin1 is highly expressed in the nervous system during development and is involved in many neurophysiological events [22–26]. It is phosphorylated by the Src family of kinases and by fibroblast growth factor receptor signaling, leading to the regulation of GEF activity, which in turn regulates actin cytoskeletal dynamics [22, 27]. Through extensive analysis of the gene expression patterns in cells with activated forms of Ras and Rho families, it was found that Ephexin1 was highly upregulated by H-RasG12V in NIH3T3 cells [28]. In humans, Ephexin1 is upregulated in papillary thyroid cancers (PTC) and has been identified as the most reliable marker for PTC diagnosis [29]. Therefore, the implication of these results is that Ephexin1 may be involved in tumor proliferation and progression, particularly in cancer cells with oncogenic Ras mutations. However, the functional consequences of Ephexin1 had not yet been addressed.
In the present study, we show that Ephexin1 is overexpressed in both CRC and LC tissues and is associated with a poor prognosis for both cancers, and provide evidence for the functional and clinical significance of Ephexin1 and identify a potential therapeutic target for the case of CRC and LC caused by Ras mutations.
Methods
Cell culture and chemicals
Normal lung cells (IMR90, MRC5, WI38) and normal colon cells (CCD 18co, CCD 841coN) were cultured in MEM medium (Invitrogen, Carlsbad, CA, USA). LC cells (A549, H23, H358, H1299, H1666, H460, and H1650) and colon cancer cells (LoVo, HCT15, SW480, KM12C, and KM12SM) were grown in RPMI-1640 medium (Invitrogen). SK-MES-1 and Calu-3 (LC) and Caco-2 and LS174T (colon cancer) cells were cultured in MEM medium. HEK293T (human embryonic kidney), SW620, DLD-1, and HT-29 (colon cancer) cells were maintained in Dulbecco’s Modified Eagle Medium (Invitrogen). HCT116 (colon cancer) cells were cultured in an IMDM medium (Invitrogen), respectively. All cell lines were purchased from the American Type Culture Collection (ATCC, Manassas, VA, USA). All media were supplemented with 10% fetal bovine serum and 1% penicillin/streptomycin antibiotic solution. Cells were maintained in 5% CO2 in a humidified atmosphere at 37 °C. Plasmids were transiently transfected into mammalian cells using TurboFect (Thermo Scientific, Waltham, MA, USA). Cycloheximide and EGF were purchased from Sigma-Aldrich (St Louis, MO, USA) and crystal violet was obtained from Samchun Chemical (Pyeongtaek, South Korea). LY24002, PD98059, U0126, and SB202190 were purchased from EMD Biosciences (Gibbstown, NJ, USA). AZD 5363 was purchased from Tocris Bioscience (Ellisville, USA).
Plasmid constructs and cloning
Human Ephexin1 cDNA was amplified from HEK293T cells by reverse transcription-polymerase chain reaction (RT-PCR) and cloned into the pCI-neo-Flag or pCI-neo-V5 mammalian expression vectors (Promega, Madison, WI, USA). To prepare serial deletion constructs of Ephexin1 (∆SH3 [1–612], ∆PH/SH3 [1–489], RR [1–273], DH/PH [273–601], ∆DH [1–273,489–710], ∆PH [1–457,612–710], ∆DH/PH [1–273,612–710], ∆RR [273–710], DH/PH [273–546], DH [273–489], DH [273–395], DH/PH [334–610], DH/PH [395–610], PH [457–601], DH/PH [395–546]), each fragment was PCR-amplified using pCI-neo-V5-Ephexin1 as template, and the PCR products were inserted into Xho1 and Not1 sites of pCI-neo-V5 vector (all amino acid positions were based on the sequence of Ephexin1 with the accession number NM_019850).
For in vitro GST-pull down assay, Ephexin1 DH/PH domain and K-Ras constructs were cloned into pGEX4T-1 (GE Healthcare, Fairfield, CT, USA) and pET-28c (+) vectors (Novagen, Darmstadt, Germany), respectively. A comprehensive list of all PCR primers used in this study can be found in Supplementary Table S1. The pCI-neo-Flag-Ephexin1mutants (S16A/S18A, S16D/S18D, and S16E/S18E), pUSE-Myc-Akt-KD (K179M), pMEV-2xHA-K-Ras2B (Q61L), and Ephexin1 shRNA resistance pCI-neo-Flag-tagged WT and mutants (S16A, S18A, S606A, S16A/S18A, S16D/S18D, and S16E/S18E) Ephexin1 constructs were generated by site-directed mutagenesis (Quikchange II Site-Directed Mutagenesis® kit, Agilent Technologies, Santa Clara, CA, USA). PCR primer sequences for site-directed mutagenesis are listed in Supplementary Table S2. For Ephexin1 single-guide RNA (sgRNA), sgRNA were designed using CRISPR RGEN Tools (http://www.rgenome.net/cas-designer/). Ephexin1 sgRNA specifically recognized the Exon 5 of Ephexin1 gene. Ephexin1 sgRNA was selected by the out-of-frame score of 68.8. Ephexin1 sgRNA sequence is 5′-TTACTGAGCAGGCAGATCTGGGG-3′. This sgRNA was inserted into BbsI sites of pX458 vector (Addgene: #48138). All constructs were verified by sequencing. pMEV-2xHA-K-Ras2BG12V and pMEV-2xHA-K-Ras2BS17N were purchased from Biomyx (San Diego, CA, USA), pGEX2TK-Pak1 (#12217), pGEX-2T-Rhotekin (#15247), and pGEX-2T-Raf-1 (#13338) plasmids were obtained from Addgene (Watertown, MA, USA), and pUSE-Myc-AKT-WT and pUSE-Myc-AKT-myr plasmids were procured from Upstate Biotechnology (Thermo Scientific).
Quantitative RT-PCR (RT-qPCR)
Total RNA was extracted from cell lysates using TriZol (Invitrogen), and 2 μg of total RNA was reverse transcribed to cDNA using an oligo dT primer and M-MuLV Reverse Transcriptase (Invitrogen). RT-qPCR analysis was performed using specific primers and the SYBR Premix Ex Taq™ kit (TaKaRa Bio, Shiga, Japan). The transcripts were detected by CFX96 Real-Time PCR Detection System (BioRad, CA, USA). Primers used for RT-qPCR were Ephexin1, LPAR1, CTNNA2, SOX9, CDR1, CCND2, TSPAN7, CXCR4, LMO3, FZD3, TERT, SMPDL3B, IF144L, PTPRU, IL12RB2, APOL3, MAFB, MX1, BCL11B, and β-actin. Each sample was analyzed in triplicates, and target genes were normalized relative to the reference housekeeping gene, β-actin. Relative mRNA expression levels were calculated using the comparative threshold cycle (Ct) method with β-actin as the control, according to the formula: ΔCt = Ct (β-actin) − Ct (target gene). The fold change in gene expression normalized to β-actin and relative to the control sample was calculated as . RT-qPCR primer sequences are listed in Supplementary Table S3.
RNAi and generation of stable Ephexin1 knockdown cells
Cells were transfected with siRNAs (40 nM) using Lipofectamine 2000 (Invitrogen). After 36 h, cells were trypsinized, re-plating, and transfected again for another 36 h. Knockdown efficiencies were verified by western blot analysis. The sequences of Ephexin1 siRNA and shRNA can be found in Supplementary Table S4. HCT116, H1299, H460, and A549 cells were transfected with pSilencer2.1-U6-hygro control shRNA or pSilencer2.1-U6-hygro Ephexin1 shRNA using lipofectamine 2000 (Invitrogen) and cultured in a selection medium containing 500 μg/ml hygromycin for 4–5 weeks. After selection, stable Ephexin1 knockdown clones were confirmed by western blot analysis.
Immunoblot and immunoprecipitation analysis
Cell extracts were prepared in RIPA buffer (50 mM Tris-HCl (pH 8.0), 150 mM NaCl, 1% Nonidet P-40, 0.5% sodium deoxycholate, 0.1% SDS) containing protease inhibitors (1 mM Na2VO4, 10 mM NaF, 2 mM PMSF, 5 μg/ml Leupeptin, 10 μg/ml Aprotinin, 1 μg/ml Pepstatin A) (Roche, Switzerland). Equal amounts of proteins were separated by sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) followed by electrotransfer onto polyvinylidene fluoride membranes (PALL Life Sciences, USA), Membranes were subsequently incubated with appropriate primary antibodies overnight at 4 °C, followed by incubation with peroxidase-conjugated secondary antibodies for 1 h at room temperature. The bands were visualized by using the ECL chemiluminescent detection system (iNtRON Biotechnology). For immunoprecipitation of protein complexes, cell extracts were pre-cleared with protein G-Sepharose beads (GE Healthcare) and incubated with appropriate antibodies. The antibodies are listed in Supplementary Table S5. Antibody against S16 and S18 phosphorylated Ephexin1 was generated to phospho-peptide of Ephexin1 encompassing amino acids 11–23 (KTRRKpSApSDQWNT) using polyclonal antibody production service (Abfrontier, Seoul, South Korea).
Bioinformatics analysis of RNA-Seq data in TCGA and GTEx
The Cancer Genome Atlas (TCGA; https://www.cancer.gov/about-nci/organization/ccg/research/structural-genomics/tcga) and Genotype-Tissue Expression (GTEx; https://commonfund.nih.gov/GTex) databases were downloaded using the UCSC Xena browser Data Hub (https://xenabrowser.net/hub/). RNA sequencing data as measured by Illumina HiSeq (RSEM normalized) were downloaded whenever available. The TCGA mRNA expression of the discovery set was transformed into a log2 scale. P-values between groups were calculated Student’s-test using GraphPad Prism (GraphPad Software Inc., CA, USA) (Fig. 1A). TCGA datasets contain survival data with clinical information and TCGA survival curves were visualization using The Human Protein Atlas (https://www.proteinatlas.org/). The cut-off value for dividing Ephexin1 high and low in TCGA data is FPKM (fragments per kilobase per millions mapped reads) = 8.5 (colorectal), FPKM = 3.6 (Lung) (Fig. 1B). Kaplan–Meier analysis was performed to estimate the survival curves of the different subgroups and the log-rank test was used to compare the curve.
RNA sequencing analysis and GSEA
Total RNA was harvested directly from cell culture plates using 1 ml TRIzol reagent per 60 mm plate. The total RNA was isolated and treated with DNase I (Invitrogen) Total RNA sequencing was performed using an Illumina NovaSeq6000™ sequencer at the DNA_Link™ (Korea, Seoul). RNA-seq reads were first mapped to the human genome GRCh37/hg19 build using Tophat version 2.0.13 (http://ccb.jhu.edu/software/tophat/) [30]. The aligned results were added to Cuffdiff version 2.2.1 (http://cole-trapnell-lab.github.io/cufflinks/papers/) [31] to calculate FPKM (Fragments per Kilobase of transcript per Million) value and to report differentially expressed genes. For library normalization and dispersion estimation, geometric, and pooled methods (http://cole-trapnell-lab.github.io/cufflinks/cuffdiff/) were applied. We created a scatter plot and heatmap using the function “heatmap. 2” in “ggplot” package in R 3.4.1. The data discussed in this publication have been deposited in the NCBI Gene Expression Omnibus (GEO) and are accessible through GEO Series accession number GSE147809. Gene set enrichment analysis (GSEA) was carried out GSEA pre-ranked module on the GSEA software (version 4.0.3) [32, 33] with log2 fold change values for ranking genes.
Cell growth assay
Cell growth assay was performed using the MTT assay. An equal number of HCT116, H1299, H460, and A549 cells were seeded in triplicate well in 48-well plates, at a density of 1 × 10 cells/0.2 ml/well [4]. Twenty microliters of MTT mixture (5.0 mg/ml) in the IMDM or RPMI1640 medium was added, and the plate was incubated for indicated times at 37 °C. The purple formazan crystals thus formed were dissolved in 200 µl of MTT solvent (0.1% NP-40 and 4 mM HCl in isopropanol), gently mixing at room temperature, and the optical densities of the wells on the plate were read at 570 nm using a microplate spectrophotometer (Epoch, BioTeck, Winooski, VT, USA).
Soft agar colony formation assay
Soft agar assays were performed on 6-well plates. The base layer of each well consisted of 2 ml (with a final concentration of 1×) medium and 0.6% low melting point agarose (Duchefa Biochemie, Netherland). Plates were chilled at 4 °C until solid. Next, 2 ml of growth agar layer was poured, consisting of 1 × 104 cells suspended in 1× medium and 0.3% low-melting-point agarose; plates were again chilled at 4 °C until the growth layer congealed. Further 1 ml of 1× medium without agarose was added on top of the growth layer. Cells were incubated at 37 °C with 5% CO2 for approximately 14–21 days, and a total number of colonies were stained with 0.005% crystal violet (Sigma-Aldrich) and counted. Images were analyzed using an Olympus microscope (Olympus, Tokyo, Japan) and Image-Pro Plus 4.5 software (Media Cybernetics Inc., Rockville, MD, USA). Assays have been repeated a total of three times.
Cell migration assay
In vitro cell migration assay was performed in a 24-well transwell plate with 8 μm polyethylene terephthalate membrane filters (BD Biosciences) separating the lower and upper culture chambers. Cells were grown until they reached sub-confluence (∼75–80%) and were serum-starved for 24 h. After detachment with trypsin, cells were washed with PBS and re-suspended in a serum-free medium, after which the cell suspension (2 × 104 cells) was added to the upper chamber. Complete medium was added to the bottom wells of the chamber. The cells that had not migrated were removed from the upper surface of the filters using cotton swabs, and the cells that had migrated to the lower surface of the filters were fixed with 4% formaldehyde and stained with 0.2% crystal violet. Images of 3 random 10× fields were captured from each membrane, and the number of migratory cells was counted. The mean of triplicate assays for each experimental condition was used.
Liquid chromatography–tandem mass spectrometry (LC–MS/MS) to identify the phosphorylation sites on Ephexin1
Flag-tagged Ephexin1 was transfected into HEK293T cells and 48 h after transfection, EGF (100 ng/ml) was added for 30 min. Thereafter, total cell lysates were immunoprecipitated with an anti-Flag antibody. Flag-Ephexin1 protein that was eluted from agarose beads using urea buffer (7 M urea, 2 M thiourea, 2% CHAPS) was diluted with 50 mM ammonium bicarbonate to ensure less than 1 M of urea content, reduced with 4 mM dithiothreitol (DTT) for 1 h at 37 °C, alkylated with 14 mM iodoacetamide (IAM) for 45 min at room temperature under dark condition, and excess IAM was quenched with excess DTT to provide a final concentration of 7 mM. Subsequently, the protein was digested with trypsin (Promega) at an enzyme content of 2% (w/w) for 16 h at 37 °C. To remove urea, the enzymatic peptides were cleaned up by ZipTip C18 (Millipore, USA). These peptides were dried by vacuum evaporation using a speed vac. Phosphopeptides of Ephexin1 from the tryptic peptides were enriched by PierceTM TiO2 phosphopeptide enrichment and clean-up kit (Thermo Scientific, USA) according to the manufacturer’s instructions. ABSciex TripleTOFTM 5600 system that was coupled with Eksigent 1D + nano-LC system was used to identify phosphorylation sites of Ephexin1. The raw data was processed and searched for peptides using ProteinPliotTM software (version 4.0) using ParagonTM algorithm. Proteins were identified by searching the UniProtKB human database and filtered at ≥ 95% confidence cut off. Peptides for phosphorylated Ephexin1 were identified at 1% global FDR level.
Human phospho-kinase array
H1299 cells (shControl or shEphexin1) were analyzed in the array panel of kinase phosphorylation profiles (Human Phospho-Kinase Array, ARY003B; R&D systems). Two hundred micrograms of cell lysates were incubated with the membrane. Thereafter, a cocktail of biotinylated detection antibias, streptavidin-HRP (1:2000), and chemiluminescent detection reagent was used for detecting phosphorylated kinase proteins. Membranes were then scanned and dot density was measured using image J software.
In vitro GST-pulldown assay
Bacterially expressed GST-fusion DH/PH domain of Ephexin1 (residues 273-601) or GST alone was immobilized onto Glutathione Sepharose 4B beads (GE Healthcare) and incubated with bacterially expressed Hisx6-K-Ras fusion protein, overnight at 4 °C. The GST bead-bound complexes were then washed five times with GST lysis buffer (20 mM HEPES (pH 7.6), 150 mM NaCl, 5 mM MgCl2, 1% Triton X-100 and 5% Glycerol), and bound proteins were separated by SDS-PAGE and analyzed by western blotting using appropriate antibodies.
In vitro small GTPase pulldown assay
The GTP-bound form of Ras was determined by using a GST-fusion protein of the Ras-binding domain (RBD) of Raf-1 (aa 1–149) as an activation-specific probe for endogenous Ras-GTP [34]. The recombinant GST-Pak1-PBD fusion protein, containing amino acids 56–141 of the CRIB-domain of Pak1B, was used as a probe for GTP-bound Rac1 and GTP-bound Cdc42 [35] and the recombinant Rhotekin–RBD fusion protein encoding the Rho-binding domain of Rhotekin, amino acids 7–89, was used as an activation-specific probe for RhoA-GTP [36, 37]. Twenty-four hours after transfection, cells were lysed in GST pulldown lysis buffer (25 mM Tris-HCl (pH 7.6), 150 mM NaCl, 5 mM MgCl2, 1% NP-40, 1 mM DTT, 5% Glycerol). Lysates were then clarified by centrifugation at 13,000 rpm for 10 min at 4 °C. GST-Rhotekin-RBD, GST-Pak1-PBD, and GST-Raf1-RBD with Glutathione Sepharose 4B beads were incubated with 1 mg of cell lysate in a final volume of 350 μl for 1 h at 4 °C. The beads were then washed three times with lysis buffer, and bound proteins were eluted in protein sample buffer and analyzed by 12% SDS-PAGE and western blotting.
Tumor formation in nude mice
The mice used in this study were 6-week-old male BALB/c nude mice purchased from NARA Biotech (Seoul, South Korea). They were housed in our pathogen-free facility and handled in accordance with standard-use protocols and animal welfare regulations. HCT116, H1299, H460, and HEK293T cells were harvested and resuspended in PBS. Thereafter 2 × 106 HCT116 cells, 2 × 106 H1299 cells, 2 × 106 H460 cells, and 1 × 106 HEK293T cells were injected subcutaneously into the left and right flanks of BALB/c nude mice. The mice were sacrificed after 27–41 days, and the tumors were excised. Once the tumors became visible, the tumor size was measured every 3–5 days using micrometer calipers. Tumor volumes were calculated using the following formula: volume = 0.5a × b2, where a and b represent the larger and smaller tumor diameters, respectively. After approximately 4–6 weeks of injection, mice were humanely sacrificed and the primary tumors were excised, immediately weighed, fixed in 10% formalin solution (Sigma-Aldrich) and embedded in paraffin. All animal studies were reviewed and approved by the Institutional Animal Welfare and Use Committee.
Immunostaining
Hematoxylin/eosin staining and immunohistochemistry (IHC) were performed on HCT116, H1299, and H460 cells and 8 μm thick sections of 10% formalin-fixed and paraffin-embedded mouse skin tissues, or tissue microarray (TMA) of colorectal and LC. TMA from colorectal and LC samples of different grades and adjacent normal tissues were purchased from Biomax (LC483; Rockville, MD, USA) and Super Bio Chips (CDA3 and CCA4; Seoul, South Korea). For IHC, heat-induced antigen retrieval was performed using 1× antigen retrieval buffer (pH 9.0) (Abcam) at 95 °C for 15 min. After quenching of endogenous peroxidase and blocking in 3% H2O2 solution, tissues were incubated with primary anti-Ephexin1 (PA5-52521, 1:100) (Thermo Scientific), anti-phospho-Ephexin1 Ser16/18 (8 μg/ml), anti-H3pS10 (#9701, 1:100), and anti-Ki67 (#9449, 1:100) antibodies (all from Cell Signaling) overnight at 4 °C, followed by incubation with HRP-conjugated secondary antibody (#711-035-152; Jackson ImmunoResearch, West Grove, PA, USA) for 1 h at room temperature and then incubated for 2 min in DAB substrate. The slides were then counterstained by dropping Harris’s hematoxylin. The intensity of staining was scored from 0 to 4, and the extent of staining was scored from 0 to 100%. The final quantitation score for each staining was obtained by multiplying the two scores. The slides were analyzed by two independent pathologists. For immunofluorescence, fluorophore-tagged secondary antibodies (#711-485-152; Jackson ImmunoResearch) were used and nuclei were counterstained with Hoechst 33258 (Sigma-Aldrich). Immunofluorescence was detected by a fluorescence microscope (Nikon, Japan).
Statistical analysis
All data were analyzed using SPSS and presented with Graphpad Prism software 6.0. Differences between two independent groups were tested with Student’s t-test. Correlations between different parameters were analyzed using a two-way ANOVA test with Bonferroni’s post-test. Survival curves were plotted by the Kaplan–Meier method and compared by the log-rank test. For the nonparametric statistical test, the Mann–Whitney test was used. P value of less than 0.05 was considered statistically significant and P values were indicated by asterisks as followed: *P < 0.05, **P < 0.01, and ***P < 0.001, and n.s. = non-significant. Error bars represent standard deviations of three independent experiments. All experiments were performed in triplicate and repeated at least three times.
Results
Ephexin1 enhances proliferation in CRC and LC cells
To determine whether Ephexin1 expression is associated with tumorigenesis, we first analyzed Ephexin1 expression using RNA sequencing (RNA-seq) data from clinical samples included in (TCGA and GTEx database. When compared to the corresponding normal tissues, the levels of Ephexin1 in CRC (n = 639) and LC (n = 994) were more than 26-fold higher than that of normal sample tissues (Fig. 1A) and increased Ephexin1 expression in CRC and LC tissues correlated with poor overall survival (Fig. 1B). The IHC data showed that Ephexin1 protein levels were low or absent in normal samples but significantly elevated in the respective tumor samples (Fig. 1C). Consistent with the IHC and mRNA results, very low levels of Ephexin1 protein were detected in normal human lung and colon cells, whereas markedly higher levels were detected in most of the human CRC and LC cell lines, most of which carry the oncogenic Ras mutation (Fig. 1D and Supplementary Table S6).
We then generated an shRNA construct encoding an Ephexin1-targeting shRNA and used it to establish stable knockdown cells (Supplementary Fig. S1A). We found that the proliferative ability (Fig. 1E) and anchorage-independent growth (Fig. 1F) of the Ephexin1 knockdown cells were significantly inhibited compared to their control cells. Furthermore, there was a marked decrease in cell migration ability for all four depleted cell lines compared to control cells (Fig. 1G). Consistently, xenograft tumor growth in vivo as a result of injection of Ephexin1-depleted cells was significantly delayed compared to control cells (Fig. 1H, I and Supplementary Fig. S1B). Correspondingly, lack of Ephexin1 protein expression was associated with decreased tumor cell proliferation (Ki-67) (Supplementary Fig. S1C, D). Together, these results suggest that Ephexin1 may play an important role in the regulation of proliferation in CRC and LC.
Ephexin1 promotes the MEK/ERK signaling pathway and contributes to increased expression of K-Ras target genes
Human phosphokinase array assay revealed that the decrease in ERK phosphorylation by Ephexin1 knockdown was reduced (Fig. 2A, B). Western blot analysis was used to confirm that phosphorylation of ERK was reduced in Ephexin1-depleted cancer cells (Supplementary Fig. S2A–D). Reconstitution of Ephexin1 in Ephexin1-depleted H1299 cells partially rescued EGF-induced ERK phosphorylation (Supplementary Fig. S2E). Consistently, after serum starvation, HCT116 and H1299 cells (oncogenic Ras mutation) and HEK293T cells (wild-type Ras) with reduced Ephexin1 levels exhibited impaired EGF-induced phosphorylation of MEK and ERK (Fig. 2C and Supplementary Fig. S2F). To further analyze the effect of Ephexin1 on ERK phosphorylation and proliferation, we utilized the Ephexin1-sgRNA (Supplementary Fig. S3A, B). HCT116 cells with Ephexin1-sgRNA significantly inhibited ERK phosphorylation and cell growth compared with cells treated with negative control sgRNA (Supplementary Fig. S3C, D). These results suggest that Ephexin1 promotes Ras downstream MEK/ERK signaling pathway.
Given that Ephexin1 is one of the target genes in the Ras signaling pathway [28], we looked for a direct impact of Ras on the level of Ephexin1 expression using RNA-sequencing data from TCGA and GTEx samples (n = 5151) and found that expression of Ephexin1 and Ras, and expression of Ephexin1 and Ki67 are both significantly correlated (Fig. 2D). We then examined the effect of oncogenic Ras on Ephexin1 expression in HEK293T cells. The levels of Ephexin1 mRNA and protein both increased with HA-K-RasG12V expression and EGF treatment (Supplementary Fig. S4A–D). Ephexin1 expression was higher in cells expressing constitutively active K-Ras compared to wild-type (WT) K-Ras (Supplementary Fig. S4E, F). Similar results were also observed when HA-K-RasG12V was overexpressed in HCT116 and H1299 cells (Supplementary Fig. S4G, H). A protein turnover study revealed that when HA-K-RasG12V was overexpressed, the half-life of Ephexin1 increased (Supplementary Fig. S4I). These results suggest that oncogenic K-Ras upregulates Ephexin1 transcription and also increases the protein stability of Ephexin1.
To further verify a correlation between Ephexin1 and Ras, we performed RNA-seq analysis in Ephexin1 knockdown H1299 cells. Bioinformatic analysis revealed 382 differentially expressed genes (Fig. 2E). Importantly, genes normally upregulated by K-Ras were downregulated in Ephexin1 knockdown H1299 cells. And consistent with this trend, the genes normally downregulated by K-Ras were upregulated in Ephexin1 knockdown H1299 cells (Fig. 2F). GSEA and heatmaps confirmed this positive correlation between Ephexin1 expression and expression of K-Ras (Fig. 2G, H). Moreover, MEK (MAP2K1) target genes (MEK_UP.V1_UP: http://www.gsea-msigdb.org/gsea/msigdb/cards/MEK_UP.V1_UP.html) [38], but not PI3K-AKT target genes, were downregulated in Ephexin1 knockdown H1299 cells (Supplementary Fig. S5A). Similarly, when Ephexin1 was knocked down, ERK phosphorylation was decreased in a panel of human cancer cell lines carrying oncogenic Ras (HCT116, H1299, A549, and H460), whereas Akt phosphorylation was marginally affected (Supplementary Fig. S5B). The RNA-seq data have been deposited in the NCBI Gene Expression Omnibus (GEO) and are accessible through GEO series accession number GSE147809. The genes for which there was a particularly notable difference in Ephexin1-shRNA/H1299 cells compared to the control were confirmed using RT-qPCR (Fig. 2I). Together these findings suggest that K-Ras-induced upregulation of Ephexin1 expression contributes to the positive regulation of K-Ras-mediated downstream target genes.
Ephexin1 interacts directly with oncogenic Ras and promotes the Raf activation
Given that Ephexin1 protein stability is increased by oncogenic Ras (Supplementary Fig. S4I), we predicted that there are direct interactions between the two proteins. To establish this, we immunoprecipitated Ras from HEK293T (WT Ras) and HCT116 (K-Ras mutation) cells. We found that endogenous Ras coprecipitated with endogenous Ephexin1 in HCT116 cells (Fig. 3A), whereas endogenous Ras from HEK293T cells did not coprecipitate with endogenous Ephexin1 (Fig. 3B). In addition, V5-Ephexin1 was observed in the HA-K-Ras-WT immunoprecipitate and this interaction was dramatically increased following treatment with EGF (Fig. 3C). Moreover, interactions were observed between Ephexin1 and both WT Ras (K-Ras and H-Ras) and oncogenic Ras but not with the K-RasS17N and H-RasS17N, and the interaction of Ephexin1 with oncogenic K-Ras was much stronger than their WT (Fig. 3D, E and Supplementary Fig. S6A).
To identify the domain of Ephexin1 involved in binding to K-Ras, we generated V5-tagged constructs of eight different deletion mutants of Ephexin1 (Fig. 3F). HA-K-RasG12V co-immunoprecipitated with all of the deletion mutants except RR and ΔDH/PH (Fig. 3G). To further narrow the binding region, we created eight DH/PH domain mutants (Fig. 3H) and found that amino acids 273–395 and 547–601 are sufficient for HA-K-RasG12V binding (Fig. 3I). Immunoblotting of the GST pulldown samples revealed a direct interaction between the DH/PH domain of Ephexin1 and K-Ras (Fig. 3J).
Because Ephexin1 and oncogenic K-Ras interact directly, there is a possibility that Ephexin1 affects Ras activity. However, both Ephexin1 knockdown and overexpression did not affect Ras activity (Supplementary Fig. S6B, C). We thus assessed the phosphorylation status of Raf in the presence or absence of Ephexin1. Indeed, Ephexin1-depleted HEK293T cells had decreased levels of K-RasG12V-induced phosphorylation of B- and C-Raf (Supplementary Fig. S6D). Consistently, Ephexin1-depleted H1299 and HCT116 cells exhibited impaired EGF-induced phosphorylation of B-Raf and C-Raf (Supplementary Fig. S6E). Furthermore, there was a significant reduction in phosphorylated B-Raf and C-Raf in the membrane fraction after EGF treatment in Ephexin1-depleted cells (Supplementary Fig. S6F). Moreover, upon knockdown of Ephexin1 in HEK293T cells, the binding of K-RasG12V to B-Raf and C-Raf was significantly reduced (Supplementary Fig. S6G–I). Taken together, these data suggest that Ephexin1 does not directly affect Ras activity but plays an important role in Raf activation by interaction with oncogenic Ras.
Akt-mediated phosphorylation of serine 16/18 induces interactions between Ephexin1 and oncogenic Ras
To identify the signaling pathway that leads to the interaction of Ephexin1 with oncogenic K-Ras, we first assessed the effects of three specific types of inhibitors and found that the PI3K pathway inhibitor prevented binding of Ephexin1 to constitutively activated K-Ras (Fig. 4A). Coimmunoprecipitation analysis revealed that there was a stronger association between Ephexin1 and K-Ras when constitutively active Akt (myr-Akt), but not dominant-negative Akt (Akt-KD), was expressed (Fig. 4B). Consistently, the treatment of AKT inhibitor significantly inhibited the binding of K-Ras to Ephexin1 (Fig. 4C). Immunoblot analysis with anti-Akt substrate antibody showed enhanced Ephexin1 phosphorylation in anti-Flag-Ephexin1 immunoprecipitation complexes obtained from myr-Akt-expressing cells (Fig. 4D). Sequence analysis of Ephexin1, using the program Scansite (http://scansite.mit.edu), identified consensus Akt phosphorylation motifs at Ser16, Ser18, and Ser606 (Fig. 4E). LC–MS/MS analysis showed that two of these sites, Ser16 and Ser18, but not the third, Ser606, were phosphorylated in vivo (Fig. 4F). To validate these results, we generated site-specific alanine substitution mutations at Ser16, Ser18, and Ser606 and found significantly lower phosphorylation levels for the S16A and S18A mutants than for WT; whereas phosphorylation was unchanged in the S606A mutant (Fig. 4G). These two consecutive serine residues are conserved in mammalian species supporting the physiological significance of this phosphorylation event (Fig. 4H).
To further investigate the phosphorylation of Ephexin1 at Ser16 and Ser18 by Akt, we generated a polyclonal antibody that specifically binds pSer16/18 Ephexin1 and established the specificity of this antibody (Supplementary Fig. S7A). Using this antibody, we found that EGF and K-RasG12V, which are known to promote activation of Akt, increased Ephexin1 phosphorylation, which was inhibited by Akt-KD (Supplementary Fig. S7B–F). Moreover, when either or both of the two serine residues are mutated to alanine, the level of Ephexin1 phosphorylation induced by myr-Akt was significantly reduced in HEK293T cells (Fig. 4I), confirming Ephexin1 phosphorylation at Ser16/18 in vivo. Notably, while WT Ephexin1 bound to HA-K-RasG12V robustly, none of the phosphomutants co-precipitated (Fig. 4J), Similarly, upon EGF treatment, WT Flag-Ephexin1 interacted strongly with WT K-Ras, but S16A/S18A mutant failed to do so (Supplementary Fig. S8A). Moreover, an Ephexin1 phosphomimetic mutant (S16D/S18D) is readily bound to K-Ras (Supplementary Fig. S8B). These results indicate that phosphorylation of these serine residues is important for the interaction between Ephexin1 and K-Ras.
Phosphorylation of Ephexin1 at serine 16/18 promotes aberrant activation of the Ras/MAPK signaling pathway and cancer cell proliferation
Since Ephexin1 promotes Rho family GTPase activity [20], we investigated whether the Akt-mediated phosphorylation of Ephexin1 affects this activity. We found that the level of activity for each was comparable among HEK293T cells transfected with WT, S16A/S18A, or S16D/S18D Flag-Ephexin1, indicating that phosphorylation at Ser16/18 has no effect (Supplementary Fig. S9A).
Next, we looked at whether pSer16/18 Ephexin1 positively regulates the Raf/MEK/ERK signaling. The HA-K-RasG12V-mediated enhanced interaction between C-Raf and B-Raf was significantly reduced in cells lacking Ephexin1 but increased in Ephexin1-overexpressing cells (Fig. 5a and Supplementary Fig. S9B). Moreover, expression of S16D/S18D Ephexin1 but not the S16A/S18A mutant in HEK293T cells led to increased basal and HA-K-RasG12V-mediated C-Raf phosphorylation (Fig. 5B). Notably, the interaction between WT K-Ras and phosphorylated B-Raf was significantly increased in S16D/S18D Ephexin1-overexpressing cells (Fig. 5C). Furthermore, the expression of S16D/S18D Ephexin1 led to increased interaction between C-Raf and B-Raf (Fig. 5D). These data provide strong evidence that phosphorylation Ser 16/18 of Ephexin1 causes aberrant activation of the Ras/Raf/MEK/ERK signaling pathway.
We then investigated whether phosphorylation of Ephexin1 by Akt plays a role in tumorigenesis. Reconstitution of WT Ephexin1 in Ephexin1-depleted H1299 cells was sufficient to increase anchorage-independent growth (Fig. 5E–G) and xenograft tumor in nude mice growth (Fig. 5H–J), but a more dramatic increase was seen in the presence of either the S16D/S18D or S16E/S18E mutant. On the other hand, Ephexin1-depleted H1299 cells reconstituted with S16A/S18A Ephexin1 remained unchanged. Consistently, reconstitution of S16A/S18A Ephexin1 showed a lower cell proliferation as determined by Ki-67 IHC staining (Fig. 5K). Similar results were also obtained in HEK293T cells transfected with either WT, S16D/S18D, S16E/S18E, or S16A/S18A Ephexin1 (Fig. 5E–J). Taken together, these findings support the conclusion that Akt-mediated phosphorylation of Ephexin1 S16/S18 stimulates cancer cell proliferation in vitro and in vivo.
Phosphorylated Ephexin1 is clinically relevant in both CRC and LC
To investigate the clinical significance of pSer16/18 Ephexin1 in CRC and LC specimens, we examined pSer16/18 Ephexin1 expression levels by analyzing TMA on colorectal and lung tissues consisting of normal cells, carcinomas of different grades, and metastatic tumors. The expression of pSer16/18 Ephexin1 was markedly higher in CRC and LC than the corresponding normal tissues (Fig. 6A) and increased progressively and significantly with increasing tumor cell grade and metastatic tumors (Fig. 6B, C). The phosphorylated Ephexin1 antigenic peptide blocked staining by pSer16/18 Ephexin1 antibody, demonstrating that the staining of pSer16/18 Ephexin1 was specific (Supplementary Fig. S10). Kaplan–Meier survival analysis showed that a patient with high pSer16/18 Ephexin1 expression in CRC and LC tumors had markedly shorter survival than a patient with low pSer16/18 Ephexin1 expression (Fig. 6D, E). These results demonstrate the clinical importance of pSer16/18-Ephexin1 in human CRC and LC and support the rationale of targeting Ephexin1 in the development of anticancer drugs.
Discussion
In the present study, we identified Ephexin1 as a newly identified positive regulator of oncogenic Ras-mediated cancer proliferation. Using TCGA data mining, TMA analysis, cancer cell systems, and xenograft models, we conclude that Ephexin1 plays a significant role in the functional and clinical significance of both CRC and LC, especially those triggered by a K-Ras mutation. These findings are highly indicative of a causal relationship between Ephexin1 expression and Ras mutation-mediated tumor-promoting pathway.
Secondly, a notable result here is that in its emerging role in Ras signaling, Ephexin1 binds directly to oncogenic Ras through the DH/PH domain. Mechanistically, we identify Ephexin1 as a novel substrate of Akt, which phosphorylates the Ser16 and Ser18 residues in the N-terminal helix of Ephexin1. The DH domain of Ephexin1 interacts with the N-terminal helix to exclude and prevent the activation of Rho GTPase [39]. Src- and EphA4-dependent phosphorylation of the N-terminal helix of Ephexin1 prevents the association of the autoinhibitory helix (N-terminal domain of Ephexin1) with the DH domain to promote the activation of Rho GTPase activity [23, 27]. Phosphorylation or deletion of the blocking N-terminal helix relieves this autoinhibition. Therefore, we speculate that Akt-dependent phosphorylation at the Ser16 and Ser18 residues of Ephexin1 may contribute to the conformational change of N-terminal helix on the DH and PH domains, which, in turn, triggers an interaction between Ephexin1 and oncogenic K-Ras through a mechanism that will require further investigation.
Thirdly, we found that Akt-mediated phosphorylation at Ser16 and Ser18 of Ephexin1 promotes interaction between Ephexin1 and K-Ras and triggers tumorigenesis. In noncancerous human embryonic kidney 293T cells, overexpression of the phosphomimetic mutants (S16D/S18D or S16E/S18E) but not the phosphomutant (S16A/S18A) in Ephexin1 conferred anchorage-independent growth as well as xenograft growth, suggestive of a contributing role for pS16/S18 Ephexin1 in the transformation process. In particular, in LC H1299 cell lines, Ephexin1 binding to oncogenic Ras is necessary for Ephexin1 tumorigenic activity, as S16A/S18A Ephexin1 did not bind to K-Ras and did not promote anchorage-independent growth and tumor formation in mice, while S16D/S18D Ephexin1, which binds to Ras, was capable of enhancing both anchorage-independent growth in vitro and tumor growth in vivo. Expression levels of pS16/S18 Ephexin1 were associated with increasingly malignant grades of CRC and LC and metastatic cancer, and high pS16/S18 Ephexin1 expression correlated with poor prognosis in CRC and LC patients. Ephexin1 promotes Rho GTPase activity, which is a known component of the Ras transformation program and is involved in a positive feedback loop for the MAPK pathway [40–43]. However, our data suggest that pSer16/S18 Ephexin1 increased MAPK signaling independent of its Rho GTPase activity, raising the possibility that the oncogenic potential of Ephexin1 may be mediated through its capacity to bind to K-Ras and subsequent activation of the MAPK pathway. Nevertheless, we could not exclude the possibility that the Rho GTPase activity of Ephexin1 [20, 21] may be involved in K-Ras-driven tumorigenicity.
The development of therapeutics that directly target mutant K-Ras has been hampered by a plethora of unfavorable factors, including an incomplete understanding of signaling transduction, feedback loops, redundancy and tumor heterogeneity, and difficulty in developing small-molecule inhibitors against Ras oncoproteins [44]. Rather, the identification of proteins that are both differentially expressed between normal and cancer cells and that participate in the activation of MEK/ERK is a better route for identifying important targets to selectively kill tumor cells. Ephexin1 may be such a target as it is rarely expressed in normal non-neuronal cells, is present at significantly elevated levels in CRC and LC cells and tissues, and is directly involved in Ras-mediated cancer cell proliferation and tumorigenicity. Moreover, because the phosphorylation of Ephexin1 at Ser16/18 by Akt, which is required for binding to K-Ras, is the key behind its tumor-promoting effects, it is reasonable to speculate that suppression of Ephexin1 phosphorylation will eliminate the tumorigenic effect in Ras-driven cancers. Recent data suggest that a peptide corresponding to the ERK1/ERK2-binding domain of the scaffold protein IQGAP1 inhibits Ras- and Raf-driven tumorigenesis and acts as a systemically deliverable therapeutic [45]. Therefore, the use of peptides or chemicals to inhibit the phosphorylation of Ephexin1 Ser16/18 may provide a novel approach to target K-Ras by selectively blocking the specific interaction between K-Ras and Ephexin1.
In summary, Ephexin1 is upregulated by an oncogenic K-Ras mutant, and when phosphorylated at S16 and S18 by Akt, interacts directly with K-Ras, thereby activating the Raf/MEK/ERK signaling pathway and modulating the expression of K-Ras-mediated downstream target genes, which finally leads to increased tumor cell growth and proliferation (Fig. 6F). Inhibition of Ephexin1 phosphorylation is a promising way in which to block Ras oncogenic activity without affecting Ras–MAPK signaling functions in normal non-cancerous cells.
Supplementary information
Acknowledgements
This work is supported by the National Research Foundation of Korea (NRF), funded by the Ministry of Science and ICT (NRF-2015R1A5A2009070 and NRF-2021R1A2C2005652), and the Ministry of Education (2019R1A6A3A01092483).
Author contributions
J. Kim, I.Y. Chang, and H.J. You participated in studying concept and design, interpreted the data, and wrote the paper. Y.J. Jeon and J. Ryu performed the mass spectrometry. S.C.L performed immunohistochemistry.
Data availability
The RNA-seq data were deposited in the NCBI Gene Expression Omnibus (GEO) and are accessible through GEO Series accession number GSE147809.
Conflict of interest
The authors declare that they have no conflict of interest.
Ethics statement
All animal studies were reviewed and approved by the Institutional Animal Welfare and Use Committee of Chosun University School of Medicine.
Footnotes
Edited by Professor Massimiliano Agostini
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
In-Youb Chang, Email: iyjang@chosun.ac.kr.
Ho Jin You, Email: hjyou@chosun.ac.kr.
Supplementary information
The online version contains supplementary material available at 10.1038/s41419-021-04332-0.
References
- 1.Prior IA, Lewis PD, Mattos C. A comprehensive survey of Ras mutations in cancer. Cancer Res. 2012;72:2457–67. doi: 10.1158/0008-5472.CAN-11-2612. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Schubbert S, Shannon K, Bollag G. Hyperactive Ras in developmental disorders and cancer. Nat Rev Cancer. 2007;7:295–308. doi: 10.1038/nrc2109. [DOI] [PubMed] [Google Scholar]
- 3.Aguirre AJ, Bardeesy N, Sinha M, Lopez L, Tuveson DA, Horner J, et al. Activated Kras and Ink4a/Arf deficiency cooperate to produce metastatic pancreatic ductal adenocarcinoma. Genes Dev. 2003;17:3112–26. doi: 10.1101/gad.1158703. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Haigis KM, Kendall KR, Wang Y, Cheung A, Haigis MC, Glickman JN, et al. Differential effects of oncogenic K-Ras and N-Ras on proliferation, differentiation and tumor progression in the colon. Nat Genet. 2008;40:600–8. doi: 10.1038/ng.115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Johnson CL, Peat JM, Volante SN, Wang R, McLean CA, Pin CL. Activation of protein kinase Cdelta leads to increased pancreatic acinar cell dedifferentiation in the absence of MIST1. J Pathol. 2012;228:351–65. doi: 10.1002/path.4015. [DOI] [PubMed] [Google Scholar]
- 6.Moodie SA, Willumsen BM, Weber MJ, Wolfman A. Complexes of Ras.GTP with Raf-1 and mitogen-activated protein kinase kinase. Science. 1993;260:1658–61. doi: 10.1126/science.8503013. [DOI] [PubMed] [Google Scholar]
- 7.Warne PH, Viciana PR, Downward J. Direct interaction of Ras and the amino-terminal region of Raf-1 in vitro. Nature. 1993;364:352–325. doi: 10.1038/364352a0. [DOI] [PubMed] [Google Scholar]
- 8.Vojtek AB, Hollenberg SM, Cooper JA. Mammalian Ras interacts directly with the serine/threonine kinase Raf. Cell. 1993;74:205–14. doi: 10.1016/0092-8674(93)90307-C. [DOI] [PubMed] [Google Scholar]
- 9.Vicent S, Chen R, Sayles LC, Lin C, Walker RG, Gillespie AK, et al. Wilms tumor 1 (WT1) regulates KRAS-driven oncogenesis and senescence in mouse and human models. J Clin Invest. 2010;120:3940–52. doi: 10.1172/JCI44165. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Arena S, Isella C, Martini M, de Marco A, Medico E, Bardelli A. Knock-in of oncogenic Kras does not transform mouse somatic cells but triggers a transcriptional response that classifies human cancers. Cancer Res. 2007;67:8468–76. doi: 10.1158/0008-5472.CAN-07-1126. [DOI] [PubMed] [Google Scholar]
- 11.Bild AH, Yao G, Chang JT, Wang Q, Potti A, Chasse D, et al. Oncogenic pathway signatures in human cancers as a guide to targeted therapies. Nature. 2006;439:353–7. doi: 10.1038/nature04296. [DOI] [PubMed] [Google Scholar]
- 12.Langenau DM, Keefe MD, Storer NY, Guyon JR, Kutok JL, Le X, et al. Effects of RAS on the genesis of embryonal rhabdomyosarcoma. Genes Dev. 2007;21:1382–95. doi: 10.1101/gad.1545007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Shalom-Feuerstein R, Plowman SJ, Rotblat B, Ariotti N, Tian T, Hancock JF, et al. K-ras nanoclustering is subverted by overexpression of the scaffold protein galectin-3. Cancer Res. 2008;68:6608–16. doi: 10.1158/0008-5472.CAN-08-1117. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Villalonga P, Lopez-Alcala C, Bosch M, Chiloeches A, Rocamora N, Gil J, et al. Calmodulin binds to K-Ras, but not to H- or N-Ras, and modulates its downstream signaling. Mol Cell Biol. 2001;21:7345–54. doi: 10.1128/MCB.21.21.7345-7354.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Zimmermann G, Papke B, Ismail S, Vartak N, Chandra A, Hoffmann M, et al. Small molecule inhibition of the KRAS-PDEdelta interaction impairs oncogenic KRAS signalling. Nature. 2013;497:638–42. doi: 10.1038/nature12205. [DOI] [PubMed] [Google Scholar]
- 16.Chandra A, Grecco HE, Pisupati V, Perera D, Cassidy L, Skoulidis F, et al. The GDI-like solubilizing factor PDEdelta sustains the spatial organization and signalling of Ras family proteins. Nat Cell Biol. 2011;14:148–58. doi: 10.1038/ncb2394. [DOI] [PubMed] [Google Scholar]
- 17.Inder KL, Lau C, Loo D, Chaudhary N, Goodall A, Martin S, et al. Nucleophosmin and nucleolin regulate K-Ras plasma membrane interactions and MAPK signal transduction. J Biol Chem. 2009;284:28410–9. doi: 10.1074/jbc.M109.001537. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Ayroldi E, Zollo O, Bastianelli A, Marchetti C, Agostini M, Di Virgilio R, et al. GILZ mediates the antiproliferative activity of glucocorticoids by negative regulation of Ras signaling. J Clin Invest. 2007;117:1605–15. doi: 10.1172/JCI30724. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Barcelo C, Etchin J, Mansour MR, Sanda T, Ginesta MM, Sanchez-Arevalo Lobo VJ, et al. Ribonucleoprotein HNRNPA2B1 interacts with and regulates oncogenic KRAS in pancreatic ductal adenocarcinoma cells. Gastroenterology. 2014;147:882–92 e888. doi: 10.1053/j.gastro.2014.06.041. [DOI] [PubMed] [Google Scholar]
- 20.Shamah SM, Lin MZ, Goldberg JL, Estrach S, Sahin M, Hu L, et al. EphA receptors regulate growth cone dynamics through the novel guanine nucleotide exchange factor ephexin. Cell. 2001;105:233–44. doi: 10.1016/S0092-8674(01)00314-2. [DOI] [PubMed] [Google Scholar]
- 21.Rodrigues NR, Theodosiou AM, Nesbit MA, Campbell L, Tandle AT, Saranath D, et al. Characterization of Ngef, a novel member of the Dbl family of genes expressed predominantly in the caudate nucleus. Genomics. 2000;65:53–61. doi: 10.1006/geno.2000.6138. [DOI] [PubMed] [Google Scholar]
- 22.Sahin M, Greer PL, Lin MZ, Poucher H, Eberhart J, Schmidt S, et al. Eph-dependent tyrosine phosphorylation of ephexin1 modulates growth cone collapse. Neuron. 2005;46:191–204. doi: 10.1016/j.neuron.2005.01.030. [DOI] [PubMed] [Google Scholar]
- 23.Fu WY, Chen Y, Sahin M, Zhao XS, Shi L, Bikoff JB, et al. Cdk5 regulates EphA4-mediated dendritic spine retraction through an ephexin1-dependent mechanism. Nat Neurosci. 2007;10:67–76. doi: 10.1038/nn1811. [DOI] [PubMed] [Google Scholar]
- 24.Frank CA, Pielage J, Davis GW. A presynaptic homeostatic signaling system composed of the Eph receptor, ephexin, Cdc42, and CaV2.1 calcium channels. Neuron. 2009;61:556–69. doi: 10.1016/j.neuron.2008.12.028. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Shi L, Butt B, Ip FC, Dai Y, Jiang L, Yung WH, et al. Ephexin1 is required for structural maturation and neurotransmission at the neuromuscular junction. Neuron. 2010;65:204–16. doi: 10.1016/j.neuron.2010.01.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Chang CJ, Chang MY, Chou SY, Huang CC, Chuang JY, Hsu TI, et al. Ephexin1 Is Required for Eph-Mediated Limb Trajectory of Spinal Motor Axons. J Neurosci. 2018;38:2043–56. doi: 10.1523/JNEUROSCI.2257-17.2018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Zhang Y, Sawada T, Jing X, Yokote H, Yan X, Sakaguchi K. Regulation of ephexin1, a guanine nucleotide exchange factor of Rho family GTPases, by fibroblast growth factor receptor-mediated tyrosine phosphorylation. J Biol Chem. 2007;282:31103–12. doi: 10.1074/jbc.M704430200. [DOI] [PubMed] [Google Scholar]
- 28.Teramoto H, Malek RL, Behbahani B, Castellone MD, Lee NH, Gutkind JS. Identification of H-Ras, RhoA, Rac1 and Cdc42 responsive genes. Oncogene. 2003;22:2689–97. doi: 10.1038/sj.onc.1206364. [DOI] [PubMed] [Google Scholar]
- 29.Wang QX, Chen ED, Cai YF, Li Q, Jin YX, Jin WX, et al. A panel of four genes accurately differentiates benign from malignant thyroid nodules. J Exp Clin Cancer Res. 2016;35:169. doi: 10.1186/s13046-016-0447-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Kim D, Pertea G, Trapnell C, Pimentel H, Kelley R, Salzberg SL. TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions. Genome Biol. 2013;14:R36. doi: 10.1186/gb-2013-14-4-r36. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Trapnell C, Williams BA, Pertea G, Mortazavi A, Kwan G, van Baren MJ, et al. Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation. Nat Biotechnol. 2010;28:511–5. doi: 10.1038/nbt.1621. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, et al. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci USA. 2005;102:15545–50. doi: 10.1073/pnas.0506580102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Mootha VK, Lindgren CM, Eriksson KF, Subramanian A, Sihag S, Lehar J, et al. PGC-1alpha-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes. Nat Genet. 2003;34:267–73. doi: 10.1038/ng1180. [DOI] [PubMed] [Google Scholar]
- 34.de Rooij J, Bos JL. Minimal Ras-binding domain of Raf1 can be used as an activation-specific probe for Ras. Oncogene. 1997;14:623–5. doi: 10.1038/sj.onc.1201005. [DOI] [PubMed] [Google Scholar]
- 35.Vidal C, Geny B, Melle J, Jandrot-Perrus M, Fontenay-Roupie M. Cdc42/Rac1-dependent activation of the p21-activated kinase (PAK) regulates human platelet lamellipodia spreading: implication of the cortical-actin binding protein cortactin. Blood. 2002;100:4462–9. doi: 10.1182/blood.V100.13.4462. [DOI] [PubMed] [Google Scholar]
- 36.Ren XD, Schwartz MA. Determination of GTP loading on Rho. Methods Enzymol. 2000;325:264–72. doi: 10.1016/S0076-6879(00)25448-7. [DOI] [PubMed] [Google Scholar]
- 37.Ren XD, Kiosses WB, Schwartz MA. Regulation of the small GTP-binding protein Rho by cell adhesion and the cytoskeleton. EMBO J. 1999;18:578–85. doi: 10.1093/emboj/18.3.578. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Creighton CJ, Hilger AM, Murthy S, Rae JM, Chinnaiyan AM, El-Ashry D. Activation of mitogen-activated protein kinase in estrogen receptor alpha-positive breast cancer cells in vitro induces an in vivo molecular phenotype of estrogen receptor alpha-negative human breast tumors. Cancer Res. 2006;66:3903–11. doi: 10.1158/0008-5472.CAN-05-4363. [DOI] [PubMed] [Google Scholar]
- 39.Yohe ME, Rossman K, Sondek J. Role of the C-terminal SH3 domain and N-terminal tyrosine phosphorylation in regulation of Tim and related Dbl-family proteins. Biochemistry. 2008;47:6827–39. doi: 10.1021/bi702543p. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Qiu RG, Chen J, Kirn D, McCormick F, Symons M. An essential role for Rac in Ras transformation. Nature. 1995;374:457–9. doi: 10.1038/374457a0. [DOI] [PubMed] [Google Scholar]
- 41.Prendergast GC, Khosravi-Far R, Solski PA, Kurzawa H, Lebowitz PF, Der CJ. Critical role of Rho in cell transformation by oncogenic Ras. Oncogene. 1995;10:2289–96. [PubMed] [Google Scholar]
- 42.Sahai E, Olson MF, Marshall CJ. Cross-talk between Ras and Rho signalling pathways in transformation favours proliferation and increased motility. EMBO J. 2001;20:755–66. doi: 10.1093/emboj/20.4.755. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Cullis J, Meiri D, Sandi MJ, Radulovich N, Kent OA, Medrano M, et al. The RhoGEF GEF-H1 is required for oncogenic RAS signaling via KSR-1. Cancer Cell. 2014;25:181–95. doi: 10.1016/j.ccr.2014.01.025. [DOI] [PubMed] [Google Scholar]
- 44.Stephen AG, Esposito D, Bagni RK, McCormick F. Dragging Ras back in the ring. Cancer Cell. 2014;25:272–81. doi: 10.1016/j.ccr.2014.02.017. [DOI] [PubMed] [Google Scholar]
- 45.Jameson KL, Mazur PK, Zehnder AM, Zhang J, Zarnegar B, Sage J, et al. IQGAP1 scaffold-kinase interaction blockade selectively targets RAS-MAP kinase-driven tumors. Nat Med. 2013;19:626–30. doi: 10.1038/nm.3165. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
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Supplementary Materials
Data Availability Statement
The RNA-seq data were deposited in the NCBI Gene Expression Omnibus (GEO) and are accessible through GEO Series accession number GSE147809.