MYL6B, a myosin light chain, promotes MDM2-mediated p53 degradation and drives HCC development
- Xingwang Xie†1, 2,
- Xueyan Wang†1,
- Weijia Liao3,
- Ran Fei1,
- Nan Wu1,
- Xu Cong1,
- Qian Chen3,
- Lai Wei1,
- Yu Wang2Email author and
- Hongsong Chen1Email author
© The Author(s). 2018
Received: 16 October 2017
Accepted: 31 January 2018
Published: 13 February 2018
Identification of novel MDM2 or p53 binding proteins may reveal undefined oncogenes, tumor suppressors, signaling pathways and possible treatment targets.
By means of immunoprecipitation and Mass Spectrometry analysis, we aimed to identify novel regulators of the MDM2-p53 pathway. We further clarified the impact of MYL6B on the p53 protein level and on the process of apoptosis. We also investigated the role of MYL6B in hepatocellular carcinoma by clone formation assay and by determining the correlation between its expression and prognosis of HCC patients.
We identified a novel MDM2 and p53 binding protein, MYL6B. It is a myosin light chain that could bind myosin II heavy chains to form non-muscle myosin II holoenzymes (NMII). We found that MYL6B could facilitate the binding of MDM2 to p53, which consequently promotes the ubiquitination and degradation of p53 protein. We further proved that MYL6B exerts the suppression effect on p53 as part of NMII holoenzymes because inhibiting the ATPase activity of myosin II heavy chain largely blocked this effect. We also discovered that MYL6B is overexpressed in HCC tissues and linked to the bad prognosis of HCC patients. Knocking out of MYL6B dramatically suppressed the clonogenic ability and increased the apoptosis level of HCC cell lines.
To summary, our results demonstrate that MYL6B is a putative tumor driver gene in HCC which could promote the degradation of p53 by enhancing its’ MDM2-mediated ubiquitination.
TP53, a transcription factor, plays a pivotal tumor suppression role by inducing apoptosis, cell cycle arrest and cellular senescence, so the p53 pathway abnormalities constitute the most frequent defect in human cancers, including Hepatocellular Carcinoma [1, 2]. MDM2 is an ubiquitin ligase E3 with RING finger domain, which is critical in the ubiquitination and degradation of p53 protein . Many studies have shown that the most predominant function of MDM2 is to down regulate the stabilization of p53 protein and its’ downstream pathway .
Given the importance of MDM2-p53 pathway in varies biology processes form early development to cellular stress response, MDM2-p53 pathway accepts redundant regulations, ranging from transcription level to post-translation regulations . Various proteins could bind either MDM2 or p53 protein and some could even bind both. These MDM2 and p53-binding partners maintain appropriate p53 level by regulating Mdm2-p53 interaction, ubiquination, phosphorylation, sub-cellular location or transcription . Most of these binding partners are key modulator of different biological process, including oncogenes and tumor suppressors, such as HAUSP , p19ARF  and Cyclin G . Hence, identification of novel MDM2 or p53 binding proteins may reveal yet undefined oncogenes or tumor suppressors, signaling pathway and possible treatment targets.
In this study, by means of immunoprecipitation and Mass Spectrometry analysis, we aimed to identify novel MDM2-p53 pathway regulator and found a previously undefined MDM2 and p53 associated protein myosin Light Chain 6B (MYL6B), also known as MLC1SA. Myosin is a superfamily of proteins that bind to actin and act as molecular motor under the energy of ATP hydrolysis. Most myosin holoenzymes are composed of heavy chains and light chains, including essential light chain (ELC) and regulatory light chain (RLC). MYL6B is an essential light chain for non-muscle Myosin II (NMII) that involves in the control of cell adhesion, cell migration and tissue architecture, cargo transport and endocytosis [9–13]. But, in this study we found that MYL6B could bind both MDM2 and p53 protein, accelerate the p53 degradation and promote HCC development.
Tissue samples and cell lines
All HCC cancer tissues and adjacent non-cancerous tissues were obtained from patients who underwent surgery at the affiliated hospital of Guilin Medical University (Guilin cohort). Written informed consent was obtained from all patients in this study. The hepatocellular carcinoma cell line Huh7 (ATCC CCL-185), SK-HEP-1 (ATCC HTB-52) and the kidney carcinoma cell line HEK293T (ATCC CRL-1573) were maintained in Dulbecco’s modified Eagle medium (DMEM) supplemented with 10% fetal bovine serum (Life Technologies, Carlsbad, CA).
RNA sequencing data of HCC tissues
RNA Sequencing (RNA-seq) data of liver hepatocellular carcinoma (LIHC) in the Cancer Genome Atlas (TCGA) project  were obtained from the UCSC cancer browser . The RNA-seq of 417 HCC tumor tissues and 50 paired adjacent non-tumor tissues (TCGA cohort) were performed using an Illumina HiSeq 2000 RNA Sequencing platform.
Quantitative real-time PCR
Total RNA was extracted using TRIzol Reagent (Invitrogen, USA), and 1 μg of total RNA was transcribed to cDNA using SuperScript III Reverse Transcriptase (Invitrogen, USA) according to the manufacturer’s instructions. Quantitative real time PCR (qPCR) amplification was performed in triplicate 20-μl reactions containing 0.5 μl RT product and 0.5 μM gene-specific forward and reverse primers with a LightCycler480 Instrument (Roche Diagnostic Ltd., Mannheim, Germany). The sequences of the primers used were as follows: MYL6B, 5′- GAGCCTCCAGTCGATCTCTC-3’and 5’-GCAGGAAAGTCTCAAAGTCCAC-3′; and GAPDH, 5′- CCACATCGCTCAGACACCAT -3′ and 5′- GGCAACAATATCCACTTTACCAGAGT-3′. The thermal profile consisted of 1 cycle at 95 °C for 10 min followed by 45 cycles of 15 s denaturation at 95 °C, 15 s annealing at 55 °C, and 15 s extension at 72 °C. Data was analyzed with the LightCycler 480 software (Roche), determining the threshold cycle (Ct) by the second derivative max method. Relative MYL6B mRNA expression was calculated using the ΔΔ Ct after normalization to the mRNA expression level of GAPDH.
Plasmids and antibodies
pCMV-myc3-HDM2 (Addgene Plasmid #20935) was a gift from Yue Xiong, pcDNA3 flag p53 (Addgene plasmid # 10838) was a gift from Thomas Roberts, HA-tagged ubiquitin plasmids (WT, K48, and K63) were gift from Ted Dawson . LentiCRISPRv2 was a gift from Feng Zhang (Addgene plasmid # 52961), and sgRNA specificly targeting human MYL6B (6Bsg1: ACTTTGGAGAGATCGACTGG; 6Bsg2: TTATACTTTAGAGTTCAAGG and 6Bsg3: TTCCCGTGAAGAAACCAGCA) were cloned into LentiCRISPRv2 following provider’s guide. Myc-DDK-tagged Human MYL6B ORF sequence was cloned into pCMV6 (OriGene). 3FLAG-tagged MYL6B ORF sequence was cloned into pcDNA3. Rabbit polyclone antibodies anti-p53, anti-Bax, anti-MYL6B, anti-MDM2 and mouse monoclone antibody anti-GAPDH were from Proteintech Inc. Rabbit polyclone antibody anti-ubiquitin were from Dako. Mouse monoclone anti-FLAG M2, anti-FLAG M2 Affinity Agarose Gel, and anti-c-Myc Affinity Agarose Gel was from Sigma-Aldrich.
Immunoprecipitation and mass spectrometry
Cell lines transfected myc3-MDM2 were lysed with a lysis buffer containing 50 mM Tris–HCl, pH 7.5, 150 mM NaCl, 1% Triton X-100, 1 mM EDTA and a protease inhibitor cocktail (Roche). Cell lysates obtained from about 2 × 108 cells were incubated with anti-myc affinity gel (Sigma) in 4 °C for 3 h. After binding, the affinity gel was washed with TBS plus 0.1% Nonidet P-40. Glycine-HCL (pH 2.2) was applied to elute the myc-MDM2 protein complex. Elution was resolved on NuPAGE™ Bis-Tris Gel (Life Technologies), silver stained, and subjected to NanoLC-ESI-MS/MS analysis sequencing and data analysis (ProtTech Inc.).
For endogenous co-immunoprecipitation (Co-IP), 50 ml cell lysis obtained from about 5 × 109 Huh7 cells were incubated with appropriate primary antibodies or normal rabbit IgG at 4 °C overnight, followed by addition of Protein A/G PLUS-Agarose (Santa Cruz Biotech) for 1 h at 4 °C. The immune complexes were eluted with 0.1 M Glycine-HCl (pH 2.2) after the beads was washed with TBS. Then elution was subjected to immunoblotting with indicated antibodies.
Huh7 cells were fixed with 4% paraformaldehyde, permeabilized with 0.25% Triton X-100 and blocked with 1% BSA in PBST. Cells were stained at room temperature for 1 h with one or the mixture of two primary antibodies (from different species). After washing with PBS, cells were then incubated with one or the mixture of two secondary antibodies (from different species) at room temperature for 1 h. Finally, cells were stained with DAPI and mounted for imaging.
Lentiviral production, infection and stable cell lines establishment
The recombinant lentiviral constructs LentiCRISPRv2, as well as assistant vectors: pVSVg (AddGene 8454) and psPAX2 (AddGene 12,260) were co-transiently transfected into HEK293T cells. Viral supernatants were collected 48 h later, centrifuged at 500 g for 5 min to remove debris, clarified by filtrated through 0.45um filter (Millipore), and then concentrated with Macrosep® Advance Centrifugal Device (100 K, PALL Corporation). Lentivirus titers were determined with the QuickTiter lentivirus titer kit (Cell Biolabs, San Diego, CA). The concentrated virus was used to infect Huh7 and SK-HEP-1 cells at an MOI of 50 with 4 μg/ml polybrene. Infected Huh7 and SK-HEP-1 cells were then subjected to puromycin selection for the establishment of stable cell lines.
Clone formation assay
The colony formation assay was performed with Huh7 or SK-HEP-1 cells after lentivirus infection. For each group, a single-cell suspension of 1000 cells was plated in 6-well plates in triplicates and cultured in DMEM supplemented with 10% FBS for 14 days. After most of the cell clones had expanded to> 50 cells, they were fixed with 4% paraformaldehyde for 10 min, and dyed with 0.05% crystal violet for 15 min at room temperature.
Flow cytometric-based apoptosis detection
Huh7 cells were subjected to annexin-V-FITC (eBioscience) and 7-amino-actinomycin D (7-AAD) labeling followed by fluorescence flow cytometry analysis. All annexin-V positive cells were considered apoptotic cells and included in calculation.
MYL6B binds both MDM2 and p53 proteins in HCC cell line
We then overexpressed 3FLAG tagged MYL6B in Huh7, and performed Co-IP with anti-FLAG Agarose Affinity Gel to precipitate MYL6B protein and its’ binding partners. Firstly, immunoblotting analysis indicated that MDM2 was co-precipitated by MYL6B, which again supported the interaction between these two proteins. Secondly, since MDM2 and p53 are so closely regulated, we also detected if p53 could be co-precipitated by MYL6B. As expected, we found that MYL6B could also interact with p53 protein (Fig. 1c). Additionally, Co-IP of endogenous MDM2 and p53 proteins with anti-MDM2 and anti-p53 antibodies respectively in Huh7 manifested that endogenous MDM2 and p53 proteins could also interact with endogenous MYL6B (Fig. 1d, e).
As we have proved that MYL6B could bind both MDM2 and p53 proteins, we further investigated if MYL6B could enhance the interaction between MDM2 and p53. Cell lysate from Huh7 that overexpressing myc3-MDM2 was subject to Co-IP analysis by precipitating MDM2 protein with anti-myc agarose and was followed by immunoblotting with anti-p53 antibody. Co-precipitating of p53 with MDM2 protein was detectable, as have been shown in many previous studies. Interestingly, our study showed that overexpression of MYL6B significantly up-regulated the amount of p53 protein co-precipitated with MDM2 in a dose dependent manner. These data suggest that MYL6B could facilitate the binding of MDM2 to p53 (Fig. 1f).
MYL6B promotes p53 ubiquitination and degradation
It is well known that MDM2 is critically involved in the ubiquitination of p53. As MYL6B could enhance the interaction between MDM2 and p53, we firstly tested if MYL6B could affect the ubiquitination level of p53 protein. FLAG-tagged p53 was overexpressed in Huh7 and was immunoprecipitated. Its’ ubiquitination level was analyzed by immunoblotting with anti-ubiquitin antibody. We found that overexpressed MYL6B led to a dramatic increase in the ubiquitination level of p53 protein. When transfected together, MYL6B and MDM2 synergistically promoted the ubiquitination of p53 protein (Fig. 2b).
Since the most dominate effect of MDM2 mediated p53 ubiquitination is to promote p53 degradation through proteasome, we then investigated if MYL6B could regulate the level of endogenous p53 protein in Huh7 (Y220C/del, containing a single copy of p53 gene with Y220C). As expected, overexpression of MYL6B greatly reduced the protein level of p53 and its downstream target BAX in a dose-dependent manner in both Huh7 cells (Fig. 2c, upper panel). In order to further validate that MYL6B could negatively the protein level of wild type p53, we performed additional MYL6B overexpression experiment in SK-HEP-1 cells that contains wild type p53. These findings show that MYL6B overexpression could also negatively regulate the wild type p53 in a dose dependent manner in SK-HEP-1 (Fig. 2c, lower panel).
By immunofluorescent staining of MYL6B and p53, we found a strong negative relationship between their staining intensity. MYL6B and p53 double positive cells showed significantly decreased p53-staining intensity, which also featured by a clear dose-dependent manner (Fig. 2a-d/e/f and g/h/i). Moreover, when transfected together, MYL6B and MDM2 synergistically down-regulated the level of p53 protein (Fig. 2c). The above data manifested that MYL6B could facilitate the binding of MDM2 to p53 and consequently enhance the ubiquintation and degradation of p53 (wild type p53 and Y220C mutant p53). Although MDM2 mediated p53 ubiquitination could lead to the nuclear degradation or nuclear export of p53 , there is no visible co-distribution of MYL6B with p53 or MDM2 in cytoplasm, indicating that overexpression of MYL6B mainly promotes MDM2-mediated nuclear degradation of p53 (Fig. 2a-d/e/f and g/h/i).
Two previous studies have already proved that the heavy chain of non-muscle myosin II, MYH9 (NMIIA) and MYH10 (NMIIB), involved in the regulation of p53 pathway [18, 19]. As MYL6B could bind both MYH9 and MYH10 to form myosin holoenzymes , we further explored whether MYL6B act independent of myosin holoenzymes or act as a part of it. We found that blebbistatin mediated inhibition of myosin II’s ATPase function restricted the ability of MYL6B to negatively regulate p53 protein level, which suggesting that MYL6B exerts its p53 suppression role as part of NMII holoenzymes (Fig. 2D) .
Since myosins conventionally bind to F-actin, we further used latrunculin A to inhibit the assembly of F-actin and its’ association with other parterners . Although actin filaments were dramatically disrupted by latrunculin A treatment, MYL6B still retained the ability to promote p53 degradation even when the F-actin polymerization was suppressed by latrunculin A treatment (Fig. 2a-j/k/l and 2D). This result suggests that MYL6B function independent of NMII’s conventional role in the process of p53 regulation.
MYL6B overexpression correlates with bad prognosis in HCC
In addition, by analysis the RNA-seq data of various tumors in TCGA project, we found that the overexpression of MYL6B mRNA was associated with the bad prognosis of patients in Acute Myeloid Leukemia (AML), melanoma, Kidney Chromophobe (KICH), Adrenocortical Cancer, Colon Adenocarcinoma and Mesothelioma (data not shown).
MYL6B oncogene dependency in HCC cell lines
Because one of the most important functions of p53 and BAX pathway is to promote apoptosis, we then monitored the apoptosis level after MYL6B overexpression or deletion in Huh7. We found that silencing of MYL6B greatly increased the apoptosis level of Huh7. After actinomycin D (ActD) treatment, the DNA damage induced apoptosis could be greatly inhibited by overexpression of MYL6B, or be largely enhanced by silencing of MYL6B (Fig. 4d, e).
Our results provide evidence that MYL6B could bind both MDM2 and p53 proteins. We further show that MYL6B could facilitate the binding of MDM2 to p53 and consequently enhance the ubiquintation and degradation of p53 (wild type p53 and Y220C mutant p53). Although MDM2 mediated p53 ubiquitination could lead to the nuclear degradation or nuclear export of p53 , this study indicated that overexpression of MYL6B mainly promotes MDM2-mediated nuclear degradation of p53. Previous reports have already linked myosins to the MDM2-p53 pathway. Transcription of myosin VI is activated by DNA damage in a p53-dependent manner and possesses a prosurvival effect on cell . Up-regulation of Myosin-X (Myo10) correlated with TP53 mutations and poor prognosis of breast cancer and is necessary for invasion and metastasis of mutant p53-driven cancers . Myh9 have a role to stabilizing p53 protein on posttranscriptional level and its’ deactivation could promote the formation and development of Squamous Cell Carcinomas . But, we for the first time reported the physical association between myosin protein and MDM2-p53, which would help to further explore the molecular mechanism behind these findings.
We found that MYL6B exerts its p53 suppression role as part of NMII holoenzymes because blebbistatin mediated inhibition of myosin II’s ATPase function restricted the ability of MYL6B to negatively regulate p53 protein level . This is consistent with previous reports that both MYH9 and MYH10 are overexpressed in several tumors and linked to bad prognosis of these tumor patients [10, 16, 24–27]. But, Schramek et al. found that, in human and mouse keratinocytes, MYH9 promotes the stabilization of p53 protein and function as a tumor suppressor . Yam et al. also revealed the tumor suppression potential of MYH10 in mutant p53-transformed rat embryo fibroblasts . These findings suggest that non-muscle myosin may exert opposite effects on p53 dependent on the tissue context and tumor type.
We also found that MYL6B is overexpressed in HCC and is linked to the bad prognosis of patients in HCC and several other tumors. Furthermore, knocking out of MYL6B could hamper the clone-forming ability, upregulate the protein level of p53 and BAX and increase the apoptosis level in HCC cell lines. Different research groups have already reported the overexpression of MYL6B in CD133+ hematopoietic stem cell in leukemia , in HBV related HCC , in HCC cell lines  and correlated to the prognosis of leukemia patients . Our study and all these previous reports suggest that MYL6B might have a crucial role in tumor. Taken together, these results suggested that MYL6B is a putative HCC driver gene and extensive studies should be conducted in the future to investigate the role of MYL6B in HCC and other tumors.
To summary, our results demonstrate that MYL6B is a putative tumor driver gene in HCC which could promote the degradation of p53 by enhancing its’ MDM2-mediated ubiquitination.
This work was supported by grants from the National Natural Science Foundation of China (No. 81201569, No. 81541151), the Beijing Natural Science Foundation (No. 7132186), the National Key Sci-Tech Special Project of China (No. 2018ZX10302207). Funding for open access charge: the National Key Sci-Tech Special Project of China.
XX and XW designed and performed the majority of experiments, assisted by RF, NW and XC; XX, HC and YW. conceived the study and wrote the manuscript; WL and QC provided patient material; LW provided reagent and helped on study design. All authors read and approved the final manuscript.
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
- Levine AJ, Oren M. The first 30 years of p53: growing ever more complex. Nat Rev Cancer. 2009;9(10):749–58.View ArticlePubMed CentralPubMedGoogle Scholar
- Fujimoto A, Furuta M, Totoki Y, Tsunoda T, Kato M, Shiraishi Y, Tanaka H, Taniguchi H, Kawakami Y, Ueno M, et al. Whole-genome mutational landscape and characterization of noncoding and structural mutations in liver cancer. Nat Genet. 2016;48(5):500–9.View ArticlePubMedGoogle Scholar
- Honda R, Tanaka H, Yasuda H. Oncoprotein MDM2 is a ubiquitin ligase E3 for tumor suppressor p53. FEBS Lett. 1997;420(1):25–7.View ArticlePubMedGoogle Scholar
- Montes de Oca Luna R, Wagner DS, Lozano G. Rescue of early embryonic lethality in mdm2-deficient mice by deletion of p53. Nature. 1995;378(6553):203–6.View ArticlePubMedGoogle Scholar
- Riley MF, Lozano G. The many faces of MDM2 binding partners. Genes & cancer. 2012;3(3–4):226–39.View ArticleGoogle Scholar
- Li M, Brooks CL, Kon N, Gu W. A dynamic role of HAUSP in the p53-Mdm2 pathway. Mol Cell. 2004;13(6):879–86.View ArticlePubMedGoogle Scholar
- Pomerantz J, Schreiber-Agus N, Liegeois NJ, Silverman A, Alland L, Chin L, Potes J, Chen K, Orlow I, Lee HW, et al. The Ink4a tumor suppressor gene product, p19Arf, interacts with MDM2 and neutralizes MDM2's inhibition of p53. Cell. 1998;92(6):713–23.View ArticlePubMedGoogle Scholar
- Okamoto K, Li H, Jensen MR, Zhang T, Taya Y, Thorgeirsson SS, Prives C. Cyclin G recruits PP2A to dephosphorylate Mdm2. Mol Cell. 2002;9(4):761–71.View ArticlePubMedGoogle Scholar
- Maliga Z, Junqueira M, Toyoda Y, Ettinger A, Mora-Bermúdez F, Klemm RW, Vasilj A, Guhr E, Ibarlucea-Benitez I, Poser I, et al. A genomic toolkit to investigate kinesin and myosin motor function in cells. Nat Cell Biol. 2013;15(3):325–34.View ArticlePubMedGoogle Scholar
- Newell-Litwa KA, Horwitz R, Lamers ML. Non-muscle myosin II in disease: mechanisms and therapeutic opportunities. Dis Model Mech. 2015;8(12):1495–515.View ArticlePubMed CentralPubMedGoogle Scholar
- Hartman MA, Finan D, Sivaramakrishnan S, Spudich JA. Principles of unconventional myosin function and targeting. Annu Rev Cell Dev Biol. 2011;27:133–55.View ArticlePubMed CentralPubMedGoogle Scholar
- Woolner S, Bement WM. Unconventional myosins acting unconventionally. Trends Cell Biol. 2009;19(6):245–52.View ArticlePubMed CentralPubMedGoogle Scholar
- Heissler SM, Sellers JR. Myosin light chains: teaching old dogs new tricks. BioArchitecture. 2014;4(6):169–88.View ArticlePubMedGoogle Scholar
- The Cancer Genome Atlas (TCGA) project [http://cancergenome.nih.gov].
- The UCSC cancer browser [https://genome-cancer.ucsc.edu/].
- Xiong D, Ye YL, Chen MK, Qin ZK, Li MZ, Zhang H, Xu LH, Xu ZZ, Zeng MS. Non-muscle myosin II is an independent predictor of overall survival for cystectomy candidates with early-stage bladder cancer. Oncol Rep. 2012;28(5):1625–32.View ArticlePubMedGoogle Scholar
- Wade M, Wang YV, Wahl GM. The p53 orchestra: Mdm2 and Mdmx set the tone. Trends Cell Biol. 2010;20(5):299–309.View ArticlePubMed CentralPubMedGoogle Scholar
- Yam JWP, Chan KW, Hsiao WLW. Suppression of the tumorigenicity of mutant p53-transformed rat embryo fibroblasts through expression of a newly cloned rat nonmuscle myosin heavy chain-B. Oncogene. 2001;20(1):58–68.View ArticlePubMedGoogle Scholar
- Schramek D, Sendoel A, Segal JP, Beronja S, Heller E, Oristian D, Reva B, Fuchs E. Direct in vivo RNAi screen unveils myosin IIa as a tumor suppressor of squamous cell carcinomas. Science. 2014;343(6168):309–13.View ArticlePubMed CentralPubMedGoogle Scholar
- Kovacs M, Toth J, Hetenyi C, Malnasi-Csizmadia A, Sellers JR. Mechanism of blebbistatin inhibition of myosin II. J Biol Chem. 2004;279(34):35557–63.View ArticlePubMedGoogle Scholar
- Morton WM, Ayscough KR, McLaughlin PJ. Latrunculin alters the actin-monomer subunit interface to prevent polymerization. Nat Cell Biol. 2000;2(6):376–8.View ArticlePubMedGoogle Scholar
- Jung EJ, Liu G, Zhou W, Chen X. Myosin VI is a mediator of the p53-dependent cell survival pathway. Mol Cell Biol. 2006;26(6):2175–86.View ArticlePubMed CentralPubMedGoogle Scholar
- Arjonen A, Kaukonen R, Mattila E, Rouhi P, Hognas G, Sihto H, Miller BW, Morton JP, Bucher E, Taimen P, et al. Mutant p53-associated myosin-X upregulation promotes breast cancer invasion and metastasis. J Clin Invest. 2014;124(3):1069–82.View ArticlePubMed CentralPubMedGoogle Scholar
- Ouderkirk JL, Krendel M. Non-muscle myosins in tumor progression, cancer cell invasion, and metastasis. Cytoskeleton (Hoboken). 2014;71(8):447–63.View ArticleGoogle Scholar
- Chen R, Yi EC, Donohoe S, Pan S, Eng J, Cooke K, Crispin DA, Lane Z, Goodlett DR, Bronner MP, et al. Pancreatic cancer proteome: the proteins that underlie invasion, metastasis, and immunologic escape. Gastroenterology. 2005;129(4):1187–97.View ArticlePubMedGoogle Scholar
- Maeda J, Hirano T, Ogiwara A, Akimoto S, Kawakami T, Fukui Y, Oka T, Gong Y, Guo R, Inada H, et al. Proteomic analysis of stage I primary lung adenocarcinoma aimed at individualisation of postoperative therapy. Br J Cancer. 2008;98(3):596–603.View ArticlePubMed CentralPubMedGoogle Scholar
- Beadle C, Assanah MC, Monzo P, Vallee R, Rosenfeld SS, Canoll P. The role of myosin II in glioma invasion of the brain. Mol Biol Cell. 2008;19(8):3357–68.View ArticlePubMed CentralPubMedGoogle Scholar
- Toren A, Bielorai B, Jacob-Hirsch J, Fisher T, Kreiser D, Moran O, Zeligson S, Givol D, Yitzhaky A, Itskovitz-Eldor J, et al. CD133-positive hematopoietic stem cell "stemness" genes contain many genes mutated or abnormally expressed in leukemia. Stem Cells. 2005;23(8):1142–53.View ArticlePubMedGoogle Scholar
- Iizuka N, Tsunedomi R, Tamesa T, Okada T, Sakamoto K, Hamaguchi T, Yamada-Okabe H, Miyamoto T, Uchimura S, Hamamoto Y, et al. Involvement of c-myc-regulated genes in hepatocellular carcinoma related to genotype-C hepatitis B virus. J Cancer Res Clin Oncol. 2006;132(7):473–81.View ArticlePubMedGoogle Scholar
- Lee HS, Park MH, Yang SJ, Park KC, Kim NS, Kim YS, Kim DI, Yoo HS, Choi EJ, Yeom YI. Novel candidate targets of Wnt/beta-catenin signaling in hepatoma cells. Life Sci. 2007;80(7):690–8.View ArticlePubMedGoogle Scholar
- Zhang H, Li L, Luo C, Sun C, Chen Y, Dai Z, Yuan Z. Informative gene selection method in tumor classification. Biomed Res Int. 2004;2004:589290.Google Scholar