Spandidos Publications Logo
  • About
    • About Spandidos
    • Aims and Scopes
    • Abstracting and Indexing
    • Editorial Policies
    • Reprints and Permissions
    • Job Opportunities
    • Terms and Conditions
    • Contact
  • Journals
    • All Journals
    • Oncology Letters
      • Oncology Letters
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • International Journal of Oncology
      • International Journal of Oncology
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • Molecular and Clinical Oncology
      • Molecular and Clinical Oncology
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • Experimental and Therapeutic Medicine
      • Experimental and Therapeutic Medicine
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • International Journal of Molecular Medicine
      • International Journal of Molecular Medicine
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • Biomedical Reports
      • Biomedical Reports
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • Oncology Reports
      • Oncology Reports
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • Molecular Medicine Reports
      • Molecular Medicine Reports
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • World Academy of Sciences Journal
      • World Academy of Sciences Journal
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • International Journal of Functional Nutrition
      • International Journal of Functional Nutrition
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • International Journal of Epigenetics
      • International Journal of Epigenetics
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • Medicine International
      • Medicine International
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
  • Articles
  • Information
    • Information for Authors
    • Information for Reviewers
    • Information for Librarians
    • Information for Advertisers
    • Conferences
  • Language Editing
Spandidos Publications Logo
  • About
    • About Spandidos
    • Aims and Scopes
    • Abstracting and Indexing
    • Editorial Policies
    • Reprints and Permissions
    • Job Opportunities
    • Terms and Conditions
    • Contact
  • Journals
    • All Journals
    • Biomedical Reports
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • Experimental and Therapeutic Medicine
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • International Journal of Epigenetics
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • International Journal of Functional Nutrition
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • International Journal of Molecular Medicine
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • International Journal of Oncology
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • Medicine International
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • Molecular and Clinical Oncology
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • Molecular Medicine Reports
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • Oncology Letters
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • Oncology Reports
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
    • World Academy of Sciences Journal
      • Information for Authors
      • Editorial Policies
      • Editorial Board
      • Aims and Scope
      • Abstracting and Indexing
      • Bibliographic Information
      • Archive
  • Articles
  • Information
    • For Authors
    • For Reviewers
    • For Librarians
    • For Advertisers
    • Conferences
  • Language Editing
Login Register Submit
  • This site uses cookies
  • You can change your cookie settings at any time by following the instructions in our Cookie Policy. To find out more, you may read our Privacy Policy.

    I agree
Search articles by DOI, keyword, author or affiliation
Search
Advanced Search
presentation
Oncology Reports
Join Editorial Board Propose a Special Issue
Print ISSN: 1021-335X Online ISSN: 1791-2431
Journal Cover
July-2020 Volume 44 Issue 1

Full Size Image

Sign up for eToc alerts
Recommend to Library

Journals

International Journal of Molecular Medicine

International Journal of Molecular Medicine

International Journal of Molecular Medicine is an international journal devoted to molecular mechanisms of human disease.

International Journal of Oncology

International Journal of Oncology

International Journal of Oncology is an international journal devoted to oncology research and cancer treatment.

Molecular Medicine Reports

Molecular Medicine Reports

Covers molecular medicine topics such as pharmacology, pathology, genetics, neuroscience, infectious diseases, molecular cardiology, and molecular surgery.

Oncology Reports

Oncology Reports

Oncology Reports is an international journal devoted to fundamental and applied research in Oncology.

Experimental and Therapeutic Medicine

Experimental and Therapeutic Medicine

Experimental and Therapeutic Medicine is an international journal devoted to laboratory and clinical medicine.

Oncology Letters

Oncology Letters

Oncology Letters is an international journal devoted to Experimental and Clinical Oncology.

Biomedical Reports

Biomedical Reports

Explores a wide range of biological and medical fields, including pharmacology, genetics, microbiology, neuroscience, and molecular cardiology.

Molecular and Clinical Oncology

Molecular and Clinical Oncology

International journal addressing all aspects of oncology research, from tumorigenesis and oncogenes to chemotherapy and metastasis.

World Academy of Sciences Journal

World Academy of Sciences Journal

Multidisciplinary open-access journal spanning biochemistry, genetics, neuroscience, environmental health, and synthetic biology.

International Journal of Functional Nutrition

International Journal of Functional Nutrition

Open-access journal combining biochemistry, pharmacology, immunology, and genetics to advance health through functional nutrition.

International Journal of Epigenetics

International Journal of Epigenetics

Publishes open-access research on using epigenetics to advance understanding and treatment of human disease.

Medicine International

Medicine International

An International Open Access Journal Devoted to General Medicine.

Journal Cover
July-2020 Volume 44 Issue 1

Full Size Image

Sign up for eToc alerts
Recommend to Library

  • Article
  • Citations
    • Cite This Article
    • Download Citation
    • Create Citation Alert
    • Remove Citation Alert
    • Cited By
  • Similar Articles
    • Related Articles (in Spandidos Publications)
    • Similar Articles (Google Scholar)
    • Similar Articles (PubMed)
  • Download PDF
  • Download XML
  • View XML
Article Open Access

RAD18 promotes colorectal cancer metastasis by activating the epithelial‑mesenchymal transition pathway

  • Authors:
    • Peng Li
    • Chao He
    • Aidi Gao
    • Xueqi Yan
    • Xiaochun Xia
    • Jundong Zhou
    • Jinchang Wu
  • View Affiliations / Copyright

    Affiliations: Department of Radiation Oncology, Nanjing Medical University Affiliated Suzhou Hospital, Suzhou, Jiangsu 215001, P.R. China, Suzhou Cancer Center Core Laboratory, Nanjing Medical University Affiliated Suzhou Hospital, Suzhou, Jiangsu 215001, P.R. China, Department of Radiation Oncology, Nantong Tumor Hospital, Affiliated Tumor Hospital of Nantong University, Nantong, Jiangsu 226361, P.R. China
    Copyright: © Li et al. This is an open access article distributed under the terms of Creative Commons Attribution License.
  • Pages: 213-223
    |
    Published online on: April 21, 2020
       https://doi.org/10.3892/or.2020.7590
  • Expand metrics +
Metrics: Total Views: 0 (Spandidos Publications: | PMC Statistics: )
Metrics: Total PDF Downloads: 0 (Spandidos Publications: | PMC Statistics: )
Cited By (CrossRef): 0 citations Loading Articles...

This article is mentioned in:



Abstract

RAD18 is an E3 ubiquitin‑protein ligase that has a role in carcinogenesis and tumor progression owing to its involvement in error‑prone replication. Despite its significance, the function of RAD18 has not been fully examined in colorectal cancer (CRC). In the present research, by collecting clinical samples and conducting immunohistochemical staining, we found that RAD18 expression was significantly increased in the CRC tissue compared with that noted in the adjacent non‑cancerous normal tissues and that high expression of RAD18 was associated with lymph node metastasis and poor prognosis in CRC patients. In vitro, as determined by cell transfection, scratch, and Transwell experiments, it was also demonstrated that RAD18 increased the invasiveness and migration capacity of CRC cells (HCT116, DLD‑1, SW480). The signaling pathway was analyzed by western blotting and the clinical data were analyzed by immunohistochemical staining and RT‑PCR, indicating that the process of epithelial‑mesenchymal transition (EMT) may be involved in RAD18‑mediated migration and invasion of CRC cells. All of the above data indicate that RAD18 is a novel prognostic biomarker that may become a potential therapeutic target for CRC in the future.

Introduction

According to a recent statistical analysis in 2018, colorectal cancer (CRC) ranked third in regards to cancer incidence (10.2% of total cancer numbers) and second in terms of cancer mortality (9.2% of total cancer deaths) (1). Although significant progress has been made both in conventional treatment options, such as surgery, radiotherapy, and chemotherapy, and in targeted drugs for CRC patients, distant metastasis is still the leading cause of CRC-related death (2). Thus, identification of novel prognostic biomarkers associated with metastasis could improve the outcome for patients with CRC.

The E3 ubiquitin-protein ligase RAD18 plays a vital role in DNA damage bypass and post-replication repair (PRR) through the promotion of proliferating cell nuclear antigen (PCNA) mono-ubiquitination at stalled replication forks (3). Recent studies have shown that high expression of RAD18 in cancerous tissues is associated with cancer metastasis and tumor progression in a variety of cancers (4–6). In melanoma, studies demonstrated that RAD18 participates in the regulation of cell proliferation, and its high expression is associated with poor five-year patient survival (7). In glioma, RAD18 was found to suppress apoptosis and accelerate cell proliferation (8). In cervical cancer, RAD18 was found to promote the migration and metastasis of cancer cells through the interleukin (IL)-1β pathway (9). In esophageal squamous cell carcinoma, RAD18 exhibited the characteristics of an oncogene and promoted tumor metastasis through the JNK-MMP pathway (10). Our previous work demonstrated that RAD18 expression increases the resistance to radiotherapy and chemotherapy in CRC cells (11). However, the association between the expression of RAD18 and metastasis in CRC remains unclear.

In the present research study, we analyzed differences in the expression of RAD18 in CRC tissues and found that overexpression of RAD18 was closely related to the strength of metastatic and invasive tumor phenotype in CRC. However, the possible cellular mechanisms and molecular signal regulation were not well understood. Epithelial-mesenchymal transition (EMT) is undoubtedly one of the important mechanisms of tumor metastasis (12). EMT is a process considered to be one of the initial steps in the invasion and metastasis cascade, during which tumor epithelial cells dedifferentiate into mesenchymal cells, separating from the original site to new transfer sites (13). EMT changes the polarity of the cells, deconstructs the cell connections, adjusts the motility of cells, and modifies the cytoskeleton, changes that together may contribute to the promotion of tumor cell metastasis (14). To evaluate whether EMT occurs requires the detection of relevant molecular markers such as E-cadherin, N-cadherin, and vimentin (15). Hence, we further examined the role of EMT-related molecular markers in the context of RAD18-mediated invasion and migration of CRC cells.

Materials and methods

Clinical data and pathological specimen collection

We collected samples from 93 patients with CRC who were treated at the Nanjing Medical University Affiliated Suzhou Hospital from November 2009 to May 2010, and we obtained adjacent normal tissue samples from 87 of them. The mean age ± standard deviation was 66.76±14.01 years (range, 22–93 years). Among the patients, 52 were males and 41 were females. None of the patients received any treatment (such as chemotherapy, radiotherapy, or biotherapy) before surgery. All specimens were confirmed to be adenocarcinoma by pathology. The Ethics Committee of Nanjing Medical University (Suzhou, Jiangsu, China) approved this research, and all patients signed an informed consent before surgery. The follow-up deadline for all patients was June 6, 2016.

Immunohistochemical staining and pathological evaluation criteria

All tissue samples were immunohistochemically stained using 10% formalin-fixed for >24 h at room temperature, and paraffin-embedded [sections (4-µm)] using conventional labeling with horseradish peroxidase (HRP). The nuclei were counterstained with hematoxylin. The primary antibodies used were rabbit polyclonal anti-human RAD18 antibody (dilution 1:100, cat. no. ab188235; Abcam Biotechnology), and rabbit polyclonal anti-human E-cadherin (cat. no. ab32741), N-cadherin (cat. no. ab34241), and vimentin (cat. no. ab36067) antibodies (dilution 1:50; MultiSciences Biotech). The primary antibody was incubated at 37°C for 2 h, and horseradish peroxidase (HRP)-conjugated anti-rabbit antibody (cat. no. ab6721; Abcam Biotechnology) was incubated at 37°C for 1 h. The stained sections were observed by a Leica microscope (magnification, ×200, Leica). The results were assessed as follows: The intensity of staining was scored 0, 1, 2, and 3 according to the degree of color (no color, weak, moderate, and strong color, respectively). The area of staining was scored 0, 1, 2, 3, and 4 according to the following: 0–10, 11–25, 26–50, 51–75 and >75%, respectively. The final score was equal to the product of the above two scores. Two pathologists examined all specimens in a blinded manner. When the scoring results differed between the scorers, a final conclusion was reached through discussion. Specimens with a final score of ≤6 were taken to have low expression, and scores >6 were deemed to have high expression.

Nucleic acid extraction and quantitative RT-PCR

TRIzol (Invitrogen Life Technologies; Thermo Fisher Scientific, Inc.) was used to extract total RNA from frozen CRC tissue samples according to the manufacturers instructions. The RNA concentration was determined using a NanoDrop2000 (NanoDrop; Thermo Fisher Scientific, Inc.). Total RNA (1 µg) was reverse transcribed to cDNA, which was then used as a template for RT-qPCR to determine the cycle threshold (Cq) of each tissue. The experimental data were analyzed using the 2−ΔΔCq method (16) to calculate mRNA expression of RAD18, E-cadherin, N-cadherin, vimentin, and GAPDH. All tests were repeated three times and normalized to GAPDH. The primers for RT-PCR were RAD18 F (forward), 5′-GTCCTTTCATCCTCTACTCTCGT-3′ and R (reverse), 5′-TAGCCTTCTCTATGTTGTCTATCCC-3′; E-cadherin F, 5′-CGAGAGCTACACGTTCACGG-3′ and R, 5′-GGGTGTCGAGGGAAAAATAGG-3′; N-cadherin F, 5′-TGCGGTACAGTGTAACTGGG-3′ and R, 5′-GAAACCGGGCTATCTGCTCG-3′; vimentin F, 5′-CCAGGCAAAGCAGGAGTC-3′ and R, 5′-GGGTATCAACCAGAGGGAGT-3′; GAPDH F, 5′-CGACCACTTTGTCAAGCTCA-3′ and R, 5′-AGGGGAGATTCAGTGTGGTG-3′. The PCR reactions were performed in duplicate at 95°C for 2 min and subjected to 40 cycles of 95°C for 5 sec and 60°C for 35 sec.

Cell culture and pharmaceutical reagents

Human CRC cell lines HCT116, DLD-1, and SW480 were purchased from the Shanghai Cell Bank (Shanghai, China) and identified using short tandem repeat profiling. Dulbecco's modified Eagle's medium (DMEM) and fetal bovine serum (FBS) were purchased from Hyclone. All cells were cultured in DMEM with 10% FBS, 100 U/ml penicillin, and streptomycin in a humidified atmosphere, with 5% CO2 at 37°C in an incubator. Subculturing was carried out when the cells reached 85% confluence or more, and experiments were carried out in cells that were passaged three times.

Establishment of stably transfected cell strains with upregulated and downregulated expression of RAD18

HCT116, DLD-1, and SW480 cells were seeded in 24-well plates at 5.0×104 cells/well, and confluency was allowed to reach 70–80% by the next day. A lentivirus-based short hairpin RNA (shRNA) vector targeting the RAD18 gene and a lentivirus-based cDNA (GenePharm) were added separately to the above cells using Lipofectamine 3000 (Invitrogen) according to the instructions of the manufacturer. The final stably transfected lines, which were selected with puromycin for 7 days and genotyped by PCR, were HCT116 LV3, HCT116 RAD18sh, DLD-1 LV3, DLD-1 RAD18sh, SW480 LV5, and SW480 RAD18.

Extraction of proteins and western blot analysis of protein expression

The cells were trypsinized, harvested, centrifuged, washed twice with PBS, and dissolved in RIPA buffer (Beyotime Biotechnology) on ice, followed by centrifugation at 15,000 × g for 15 min. The supernatant was collected, and the protein concentration was measured with the Bicinchoninic Acid (BCA) Protein Assay kit (Pierce; Thermo Fisher Scientific, Inc.). Equal aliquots (20 µg) from the samples were loaded and run into each lane of 10% SDS-PAGE gels (Amresco), and then transferred to a PVDF membrane (Millipore). After blocking with 5% non-fat milk in Tween-20 (TBST) in Tris-buffered saline for 1 h at room temperature, the membrane was incubated overnight at 4°C with the appropriate concentration of primary antibody. We used the following antibodies: Rabbit polyclonal anti-human RAD18 antibody (dilution 1:1,000, cat. no. ab188235; Abcam Biotechnology); E-cadherin (cat. no. ab32741), N-cadherin (cat. no. ab34241), vimentin (cat. no. ab36067) polyclonal rabbit anti-human antibodies (dilution 1:500; MultiSciences Biotech); and β-actin monoclonal mice anti-human antibody (dilution 1:1,000, cat.no. sc-47778; Santa Cruz Biotechnology). β-actin antibody was used as a loading control to ensure equal protein loading. After washing three times with TBST, the membrane was incubated with HRP-conjugated anti-rabbit or anti-mouse secondary antibody for 2 h. The protein was visualized by enhanced chemiluminescence (ECL; Beyotime Institute of Biotechnology). The western blotting results were quantified by ImageJ software version 1.52p [National Institutes of Health (NIH)].

Wound-healing assay and Matrigel Transwell chamber experiment

Cell migration was examined using the wound-healing assay. CRC cells were seeded in a 6-well culture plate at 5.0×105 cells/well. In cell cultures that had grown to confluence, typically 24–48 h later, scratches were made with a 200-µl pipette tip. The detached cells were washed three times with PBS, and the remaining cells were incubated in culture medium without serum. Images were captured at 0, 24, 48, 72 and 96 h with an optical microscope (magnification, ×200) used to assess the distance covered by the movement of the cells.

Cell invasion was determined by the Matrigel Transwell chamber experiment following previous descriptions (17,18). The Transwell chamber (Corning, Inc.) was pre-coated with 60 µl Matrigel (1:6 dilution; BD Biosciences); 200 ml serum-free medium was added to the upper chamber, and 600 ml of 10% serum medium was added to the lower chamber, as a chemical attractant. The upper chamber, which was separated from the lower one by an 8.0-µm polycarbonate membrane, was inoculated with the same number of CRC cells (HCT116 and DLD-1, 1×105; SW480, 5×104), cultured for 48 h, fixed with 3.7% paraformaldehyde, and stained with Giemsa for 5 min at room temperature. The cells in the upper chamber were wiped with a cotton swab, and cells that had passed through the membrane were photographed under a light microscope (magnification, ×200).

Rescue and recovery experiments

Mutated RAD18-encoding plasmids obtained from Ribobio were used in the rescue experiment. Transient plasmid transfection was performed using Lipofectamine 3000 DNA transfection reagents (Invitrogen; Thermo Fisher Scientific, Inc.) according to the manufacturer's protocol. Western blot analysis, wound-healing assay and Matrigel Transwell chamber experiments were performed after transfection with the above-described methods.

Statistical methods and data analysis

We used the SPSS v.18.0 software (SPSS Inc.) for statistical evaluation of the data, Graphpad PRISM v.5.0 (GraphPad Software, Inc.) for graphing, and ImageJ software v.1.52p [National Institutes of Health (NIH)] for analyzing western blot data and for counting the numbers of Transwell cells. All experiments were repeated at least three times and are expressed as mean ± standard error. A Chi-square test was used to analyze the correlation between RAD18 expression and the clinicopathologic data of patients. The overall survival rate of patients was calculated using the Kaplan-Meier method. Univariate and multivariate Cox proportional hazard regression analysis was used to calculate the hazard ratio (HR) of each variable to the 95% confidence interval (CI) for overall patient survival. Student's t-test was used to compare the western blotting protein expression levels, RT-PCR gene expression levels, open wound areas, and Transwell cell numbers between the two groups. For comparison of the three sets of data in the rescue experiment, we used Newman-Keuls method in one-way ANOVA. Pearson's correlation was used to analyze the correlation between the expression of two genes. A two-sided test with a significance level of α=0.05 (P<0.05) was used.

Results

Immunohistochemistry shows high expression of RAD18 in cancer tissues

The immunohistochemical staining data of 93 cancer tissues and 87 corresponding adjacent tissues with the RAD18 antibody are shown in Fig. 1A. Most of the tumor tissues displayed deep brown staining, according to the criteria described in Materials and methods. RAD18 was highly expressed in 44 tissue specimens. Most of the adjacent normal tissues were stained lightly or appeared unstained, with only 16 tissue samples showing a high expression of RAD18. High expression of RAD18 was found in 47.31% (44/93) of tumor tissues and 18.39% (16/87) of normal adjacent tissues. A histogram of RAD18 expression in tumor and normal tissues (Fig. 1B) shows that RAD18 expression in tumor tissues was significantly higher than that noted in the normal tissues (P<0.001).

Figure 1.

RAD18 expression in CRC tissues and adjacent normal tissues (Scale bar, 100 µm; magnification, ×200). (A) Immunohistochemical analysis of RAD18 in tumor tissue samples. (B) RAD18 expression was examined by IHC in 93 CRC tissue samples and 87 matched adjacent normal colorectal tissue samples. RAD18 expression was significantly increased in tumor tissues compared with that in adjacent colorectal tissues. ***P<0.001, Chi-square test. RAD18, E3 ubiquitin protein ligase; CRC, colorectal cancer; IHC, immunohistochemistry.

Clinical data of patients reveals that RAD18 is associated with pathological stage and lymphatic metastasis

The association of RAD18 with clinical data and pathological characteristics of 93 CRC patients is shown in Table I. Through the Chi-square test, we demonstrated that the degree of tumor differentiation, lymph node metastasis, tumor stage, and expression of MSH2 and RAD18 were positively correlated, and the results were statistically significant (P<0.05). RAD18 had no significant correlation with other clinical and pathological factors (P>0.05). The specific details are shown in Table I. The lymph nodes and pathological staging findings suggest that RAD18 is closely related to tumor metastasis.

Table I.

Association of RAD18 expression with clinicopathological characteristics of the CRC patients (N=93).

Table I.

Association of RAD18 expression with clinicopathological characteristics of the CRC patients (N=93).

RAD18 expression, n (%)

VariablesNLowHighχ2P-value
Sex 0.5910.442
  Male5225 (48.1)27 (51.9)
  Female4123 (56.1)18 (43.9)
Age (years) 0.0560.813
  ≤603417 (50.0)17 (50.0)
  >605931 (52.5)28 (47.5)
Degree of differentiation 5.5510.018a
  Well/Moderate1210 (83.3)2 (16.7)
  Poor8143 (53.1)38 (46.9)
pT 0.2530.615
  T1-36934 (55.1)35 (44.9)
  T4169 (62.5)7 (37.5)
pN 4.6690.031a
  N05634 (60.7)22 (39.3)
  N1-33723 (62.2)14 (37.8)
TNM stage 4.6520.031a
  II5433 (61.1)21 (38.9)
  III–IV3915 (38.5)24 (61.5)
MSH2 4.3210.038a
  Low5624 (42.9)32 (57.1)
  High3724 (64.9)13 (35.1)
MSH6 0.0140.905
  Low8142 (51.9)39 (48.1)
  High126 (50.0)6 (50.0)

a P<0.05, Fisher's exact test was performed. CRC, colorectal cancer; N, number; p, pathological staging; TNM, Tumor-Node-Metastasis; MSH2, mutS homolog 2; MSH6, mutS homolog 6; RAD18, E3 ubiquitin protein ligase.

Overall survival analysis illustrates that RAD18 is an independent prognostic factor

The results of univariate and multivariate Cox regression analyses are shown in Table II. Lymph node metastasis, tumor stage, and RAD18 expression were statistically significant in the univariate survival analysis (P<0.01). Tumor staging and expression of RAD18 were still statistically significant (P<0.05) when all significant factors were analyzed by multivariate analysis. We have reasons to believe that RAD18 is an independent prognostic factor. As shown in Fig. 2, we performed Kaplan-Meier analysis of patients with high and low expression of RAD18. The results showed that the survival curves were clearly separated and that the difference was significantly different (P=0.0082).

Figure 2.

RAD18 expression correlates with poor prognosis in human CRC patients. Kaplan-Meier overall survival curves for patients with Low RAD18 and High RAD18. RAD18, E3 ubiquitin protein ligase; CRC, colorectal cancer.

Table II.

Univariate and multivariate Cox regression analysis for OS in CRC patients.

Table II.

Univariate and multivariate Cox regression analysis for OS in CRC patients.

Univariate analysisMultivariate analysis


VariatesCategoriesHR (95% CI)P-valueHR (95% CI)P-value
SexFemale vs. Male1.212 (0.706–2.081)0.485
Age>60 vs. ≤60 years1.504 (0.826–2.736)0.1821,810 (0.954–3.435)0.069
DifferentiationPoor vs. Well/Moderate1.904 (0.758–4.787)0.1711.150 (0.433–3.053)0.779
pTT4 vs. T1-31.557 (0.899–2.697)0.1141.489 (0.823–2.694)0.189
pNN1-3 vs. N02.782 (1.610–4.809) <0.001b0.300 (0.061–1.463)0.136
TNM stageIII–IV vs. II3.092 (1.776–5.383) <0.001b9.067 (1.781–46.152)0.008b
MSH2 expressionHigh vs. Low0.635 (0.359–1.122)0.1180.760 (0.412–1.402)0.760
MSH6 expressionHigh vs. Low0.554 (0.220–1.392)0.209
RAD18 expressionHigh vs. Low2.365 (1.361–4.110)0.002b1.809 (1.005–3.256)0.048a

a P<0.05

b P<0.01; Fisher's exact test was performed. OS, overall survival; HR, hazard ratio; CI, confidence interval; p, pathological staging; TNM, Tumor-Node-Metastasis; MSH2, mutS homolog 2; MSH6, mutS homolog 6; RAD18, E3 ubiquitin protein ligase.

Experiments with transfected cell lines confirm that RAD18 promotes the migration and metastasis of CRC cells

We established stably transfected clones with low expression of RAD18 by introducing small interfering RNA into CRC cell lines HCT116 and DLD-1. At the same time, stably transfected SW480 strains with high expression of RAD18 were obtained by transfection with a lentivirus vector containing a RAD18 cDNA. The expression of the protein was verified by western blot analysis (Fig. 3A and B) and RT-PCR (Fig. 3C). Next, we carried out a scratch test and Matrigel Transwell experiment on the three pairs of transgenic cell lines (HCT116, DLD-1, and SW480) knocked down for RAD18 or overexpressing RAD18. Wound-healing assays demonstrated the migratory ability of the cells (Fig. 4). We found that the mobility of the cell lines with low expression of RAD18 was markedly reduced and the mobility of the cell lines showing high expression of RAD18 was increased, and the results were statistically significant (P<0.01 and P<0.05). The Matrigel Transwell experiment demonstrated the invasiveness of the cells (Fig. 5). Knockdown of RAD18 significantly reduced the invasive ability of the HCT116 (P<0.001) and DLD-1 cells (P<0.05; Fig. 5A, B, D and E). In contrast, overexpression of RAD18 significantly (P<0.01) increased the invasive ability of the SW480 cells (Fig. 5C and F).

Figure 3.

Establishment of stably transfected strains of HCT116, DLD-1, SW480 cell lines. (A) Western blot analysis of RAD18 expression in the three stably transfected strains. (B) Results of the quantitative analysis of the western blotting by ImageJ. (C) Results of RT-PCR of RAD18 in the three stably transfected strains. ***P<0.001, Student's t-test. RAD18sh, RAD18-knockdown cells; SW480 RAD18, RAD18-overexpressing SW480 cells. RAD18, E3 ubiquitin protein ligase.

Figure 4.

Effect of RAD18 on cell migration in vitro. Wound-healing assay was performed to examine cell migration. The ability of cell migration was suppressed after RAD18 knockdown in both (A) HCT116 and (B) DLD-1 cells, whereas (C) overexpression of RAD18 enhanced the cell migration of SW480 cells. (D-F) The open wound area was normalized to the area at the initial time (0 h) and the percentage of the filled wound area was calculated and represented as mean ± SD relative to the control. *P<0.05, **P<0.01, Student's t-test. NS, not significant. RAD18, E3 ubiquitin protein ligase. RAD18sh, RAD18-knockdown cells; RAD18, RAD18-overexpressing cells.

Figure 5.

RAD18 promotes CRC cell invasion in vitro. The Matrigel Transwell assay was performed to determine cell invasion potential. The number of cells migrated to the bottom was calculated manually. RAD18 knockdown suppressed the cell invasion in HCT116 and DLD-1 cells, whereas overexpression of RAD18 enhanced the cell invasion of SW480 cells. (A-C) Representative images of invasive cells. (D-F) Quantification analysis of the invasive cell number per field. Data represent mean ± SD of duplicates from three fields of view. *P<0.05, **P<0.01, ***P<0.001, Student's t-test. RAD18sh, RAD18-knockdown cells; RAD18, RAD18-overexpressing cells. RAD18, E3 ubiquitin protein ligase; CRC, colorectal cancer.

Clinical specimens and cell experiments indicate that RAD18 promotes CRC metastasis through the EMT signaling pathway

The proteins from the three CRC cell lines were subjected to western blot assay to examine the expression of RAD18 and the EMT-related proteins E-cadherin, N-cadherin, and vimentin. We found that RAD18 expression was negatively correlated with E-cadherin and positively correlated with N-cadherin and vimentin (Fig. 6A). These findings were confirmed by the analysis of the protein levels in clinical samples using immunohistochemical staining. Images of representative tissue samples stained for the above EMT-related proteins and RAD18 are shown in Fig. 6B. Interestingly, the results of the tissue samples were strikingly consistent with those obtained with the cell lines. To further explore the association of EMT-related proteins with RAD18 expression in CRC tissues at the organizational level, we used RT-PCR to detect the expression levels of E-cadherin, N-cadherin, vimentin, and RAD18 mRNAs in 93 CRC clinical samples. The correlation between the RAD18 and EMT-related protein levels is shown in Fig. 6C. High expression of RAD18 was accompanied by a high expression of N-cadherin and vimentin (P<0.001) and low expression of E-cadherin (P<0.001). These findings indicate that the activation of EMT could be a vital pathway by which RAD18 promotes migration and metastasis of CRC cells.

Figure 6.

Overexpression of RAD18 increases the metastatic potential of CRC cells via the EMT pathway. (A) EMT biomarkers, including E-cadherin, N-cadherin, vimentin and RAD18 were detected by western blot analysis in HCT116 LV3 cells, HCT116 RAD18sh (RAD18 knockdown), DLD-1 LV3, DLD-1 RAD18sh (RAD18 knockdown), SW480 LV5 and SW480 RAD18 (RAD18-overexpressing) cell lines. All the experiments were repeated three to four times with similar findings. Band intensity was quantified by ImageJ software and are shown by a histogram. *P<0.01, ***P<0.001, Student's t-test. (B) Immunohistochemical analysis of RAD18, E-cadherin, N-cadherin and vimentin in CRC tissues. Representative patients, RAD18 (+) and RAD18 (−) were selected from 93 patients with CRC (Scale bar, 100 µm; magnification, ×200). (C) E-cadherin, N-cadherin, vimentin and RAD18 expression was detected in 93 CRC tissues by PCR. RAD18 expression was positively correlated with N-cadherin and vimentin expression (P<0.001), but negatively correlated with E-cadherin expression (P<0.001). EMT, epithelial-mesenchymal transition; RAD18, E3 ubiquitin protein ligase; CRC, colorectal cancer.

Rescue experiments suggest that the mutant RAD18 reverses the genetic phenotype of the RAD18-knockdown cells

After RAD18-silenced DLD-1 RAD18sh cells were retransfected with the mutated RAD18 gene, the protein expression of RAD18 was restored, and the expression of EMT-related proteins was correspondingly reversed (Fig. 7A and B). Transwell experiment found that the invasion ability of DLD-1 RAD18sh cells was restored (Fig. 7C and D), and the migration ability of DLD-1 RAD18sh cells was also restored in the scratch experiment (Fig. 7E and F).

Figure 7.

The mutant RAD18 reverses the genetic phenotype of RAD18-knockdown cells. DLD-1 RAD18sh (RAD18 knockdown) cells were also transfected with the RAD18-encoding plasmid. (A and B) EMT biomarkers, including E-cadherin, N-cadherin, vimentin and RAD18 were detected by western blot analysis, and quantified (right panel). (C and D) Transwell assays and (E and F) wound-healing assays were performed to confirm the RAD18-mediated invasion and migration ability of DLD-1 cells, and the results were quantified and shown in histograms (right panels). **P<0.01, ***P<0.001, Newman-Keuls. EMT, epithelial-mesenchymal transition; RAD18, E3 ubiquitin protein ligase.

Discussion

Metastasis is one of the main characteristics of tumors, and most patients with colorectal cancer (CRC) succumb to the disease due to distant metastasis (19). The transfer of tumor cells from the primary tumor site to a non-adjacent organ to form a secondary tumor is a complex multi-step process (20). The first step in tumor cell metastasis is the infiltration of normal tissues surrounding the tumor (20). Cancer migration and invasion are the major factors that determine metastasis (21). Therefore, effective inhibition of migration and invasion of tumor cells is crucial to the control of metastasis in CRC. Although a series of intracellular and extracellular protein biomarkers for CRC have been identified as potential prognostic and predictive markers by various methods (22–29), the conversion of the growing differential proteome data into a database that could be used as a clinical tool to predict the patient prognosis is still lacking (30). Thus, it is imperative to identify more effective biomarkers that can be used for the reliable prediction of metastasis in CRC.

RAD18 is an E3 ubiquitin ligase that plays a key role in promoting PCNA mono-ubiquitination. It was reported to be involved in carcinogenesis and tumor progression owing to its role in error-prone DNA synthesis. High expression of RAD18 promotes melanoma cell proliferation (7). Low expression of RAD18 inhibits glioblastoma development (8). Previously, our data demonstrated that RAD18 is a cancer-promoting gene for metastatic esophageal squamous cell cancer (10). In the present study, we found that RAD18 expression levels were significantly increased in CRC tissues compared with that noted in the adjacent non-cancerous normal tissues. The level of RAD18 expression was also found to be positively associated with lymph node metastasis and poor prognosis in patients with CRC. Consistent with these findings, we additionally found that RAD18 promotes mobility and invasiveness of CRC cells in well-established cell model systems. However, to elucidate whether this result is due to RAD18, we further carried out a rescue experiment. The experimental results showed that the invasion and migration ability of DLD-1 cells were weakened after downregulation, and the invasion and migration ability of the cells were restored after the RAD18-c plasmid was again transfected into the cells. Meanwhile, the expected synchronous changes were also found in EMT-related proteins. Hence, RAD18 may play a crucial role in the migration and invasion of CRC cells.

Epithelial-mesenchymal transition (EMT) is generally considered to be the first step in cancer metastasis because it promotes the migration of the tumor cells from the original site to the tumor stroma. One of the hallmarks of EMT, which is essential for this process to occur, is the cadherin switch, where E-cadherin is downregulated, and N-cadherin is upregulated (31–33). Current studies have shown that EMT in CRC cells is a key factor in distant metastasis of colorectal cancer (12). In the CRC cell line, we observed that an increase in RAD18 expression was associated with reduced E-cadherin expression and increased N-cadherin and vimentin expression. Consistent with this observation, our clinical data also demonstrated that the expression of RAD18 affected the expression of the EMT markers. Therefore, the EMT signaling pathway could be the molecular mechanism by which RAD18-mediated CRC cell metastasis takes place.

RAD18 has been found to actively promote migration and invasion of CRC cells by activating the EMT signaling pathway, but the exact mechanism remains unclear. Therefore, in future studies, we will further establish a nude mouse model of CRC metastasis through caudal vein injection and demonstrate that RAD18 promotes metastasis of colorectal cancer cells to liver, lung and other organs. At the same time, the collected blood and tissue from mice will be used to explore and identify the molecular mechanisms linking RAD18 and the EMT pathway to other signaling pathways that may contribute to the migration and invasion of CRC cells. Based on available data, we believe that RAD18 could play a crucial role in a subset of patients with metastatic tumors and advanced stage disease. RAD18 may also be a potential therapeutic target for treating CRC patients.

This research is the first to report that RAD18 promotes the metastasis of CRC. We also demonstrated that the EMT signaling pathway plays a vital role in RAD18-mediated metastasis. These conclusions suggest that RAD18 is an essential biomarker for distant metastasis of CRC, and further studies should aim at exploring its use for the diagnosis and treatment of metastatic CRC.

Acknowledgements

Not applicable.

Funding

This study was supported by the National Natural Science Foundation of China (81672975), and the Six Talent Peaks Project of Jiangsu Province of China (WSN095).

Availability of data and materials

The data used to support the results of this study are included in this article.

Authors' contributions

PL conducted most of the experiments and drafted the manuscript. CH and AG provided guidance and assistance with conduction of the experiments. XY analyzed the data and plotted the charts. XX performed the statistical analysis. JZ and JW designed the research, and reviewed the manuscript. All authors read and approved the manuscript and agree to be accountable for all aspects of the research in ensuring that the accuracy or integrity of any part of the work are appropriately investigated and resolved.

Ethics approval and consent to participate

The study was approved by the Ethics Committee of Nanjing Medical University, and all patients signed an informed consent before surgery. The research was conducted following the Helsinki Declaration of the World Medical Association.

Patient consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

References

1 

Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA and Jemal A: Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 68:394–424. 2018. View Article : Google Scholar : PubMed/NCBI

2 

Liu R, Li J, Xie K, Zhang T, Lei Y, Chen Y, Zhang L, Huang K, Wang K, Wu H, et al: FGFR4 promotes stroma-induced epithelial-to-mesenchymal transition in colorectal cancer. Cancer Res. 73:5926–5935. 2013. View Article : Google Scholar : PubMed/NCBI

3 

Ting L, Jun H and Junjie C: RAD18 lives a double life: Its implication in DNA double-strand break repair. DNA Repair (Amst). 9:1241–1248. 2010. View Article : Google Scholar : PubMed/NCBI

4 

Wu B, Wang H, Zhang L, Sun C, Li H, Jiang C and Liu X: High expression of RAD18 in glioma induces radiotherapy resistance via down-regulating P53 expression. Biomed Pharmacother. 112:1085552019. View Article : Google Scholar : PubMed/NCBI

5 

Yang Y, Gao Y, Zlatanou A, Tateishi S, Yurchenko V, Rogozin IB and Vaziri C: Diverse roles of RAD18 and Y-family DNA polymerases in tumorigenesis. Cell Cycle. 17:833–843. 2018. View Article : Google Scholar : PubMed/NCBI

6 

Li M, Larsen L and Hedglin M: Rad6/Rad18 competes with DNA polymerases η and δ for PCNA encircling DNA. Biochemistry. 59:407–416. 2020. View Article : Google Scholar : PubMed/NCBI

7 

Wong RP, Aguissa-Tourè AH, Wani AA, Khosravi S, Martinka M, Martinka M and Li G: Elevated expression of Rad18 regulates melanoma cell proliferation. Pigment Cell Melanoma Res. 25:213–218. 2012. View Article : Google Scholar : PubMed/NCBI

8 

Xie C, Lu D, Xu M, Qu Z, Zhang W and Wang H: Knockdown of RAD18 inhibits glioblastoma development. J Cell Physiol. 234:21100–21112. 2019. View Article : Google Scholar : PubMed/NCBI

9 

Lou P, Zou S, Shang Z, He C, Gao A, Hou S and Zhou J: RAD18 contributes to the migration and invasion of human cervical cancer cells via the interleukin-1β pathway. Mol Med Rep. 20:3415–3423. 2019.PubMed/NCBI

10 

Zou S, Yang J, Guo J, Su Y, He C, Wu J, Yu L, Ding WQ and Zhou J: RAD18 promotes the migration and invasion of esophageal squamous cell cancer via the JNK-MMPs pathway. Cancer Lett. 417:65–74. 2018. View Article : Google Scholar : PubMed/NCBI

11 

Yan X, Chen J, Meng Y, He C, Zou S, Li P, Chen M, Wu J, Ding WQ and Zhou J: RAD18 may function as a predictor of response to preoperative concurrent chemoradiotherapy in patients with locally advanced rectal cancer through caspase-9-caspase-3-dependent apoptotic pathway. Cancer Med. 8:3094–3104. 2019.PubMed/NCBI

12 

Loboda A, Nebozhyn MV, Watters JW, Buser CA, Shaw PM, Huang PS, Van't Veer L, Tollenaar RA, Jackson DB, Agrawal D, et al: EMT is the dominant program in human colon cancer. BMC Med Genomics. 4:92011. View Article : Google Scholar : PubMed/NCBI

13 

Lu J, Li D, Zeng Y, Wang H, Feng W, Qi S and Yu L: IDH1 mutation promotes proliferation and migration of glioma cells via EMT induction. J BUON. 24:2458–2464. 2019.PubMed/NCBI

14 

Wu K, Li L, Li L and Wang D: Long non-coding RNA HAL suppresses the migration and invasion of serous ovarian cancer by inhibiting EMT signaling pathway. Biosci Rep. 40(pii): BSR201944962020. View Article : Google Scholar : PubMed/NCBI

15 

Schulz A, Gorodetska I, Behrendt R, Fuessel S, Erdmann K, Foerster S, Datta K, Mayr T, Dubrovska A and Muders MH: Linking NRP2 With EMT and Chemoradioresistance in bladder cancer. Front Oncol. 9:14612020. View Article : Google Scholar : PubMed/NCBI

16 

Livak KJ and Schmittgen TD: Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) method. Methods. 25:402–408. 2001. View Article : Google Scholar : PubMed/NCBI

17 

Zhou J, Zhang S, Xie L, Liu P, Xie F, Wu J, Cao J and Ding WQ: Overexpression of DNA polymerase iota (Polι) in esophageal squamous cell carcinoma. Cancer Sci. 103:1574–1579. 2012. View Article : Google Scholar : PubMed/NCBI

18 

Zou S, Shang ZF, Liu B, Zhang S, Wu J, Huang M, Ding WQ and Zhou J: DNA polymerase iota (Pol ι) promotes invasion and metastasis of esophageal squamous cell carcinoma. Oncotarget. 7:32274–32285. 2016. View Article : Google Scholar : PubMed/NCBI

19 

Hur K, Toiyama Y, Takahashi M, Balaguer F, Nagasaka T, Koike J, Hemmi H, Koi M, Boland CR and Goel A: MicroRNA-200c modulates epithelial-to-mesenchymal transition (EMT) in human colorectal cancer metastasis. Gut. 62:1315–1326. 2013. View Article : Google Scholar : PubMed/NCBI

20 

Kho DH, Bae JA, Lee JH, Cho HJ, Cho SH, Lee JH, Seo YW, Ahn KY, Chung IJ and Kim KK: KITENIN recruits Dishevelled/PKC delta to form a functional complex and controls the migration and invasiveness of colorectal cancer cells. Gut. 58:509–519. 2009. View Article : Google Scholar : PubMed/NCBI

21 

Hanahan D and Weinberg RA: Hallmarks of cancer: The next generation. Cell. 144:646–674. 2011. View Article : Google Scholar : PubMed/NCBI

22 

Williams CS, Zhang B, Smith JJ, Jayagopal A, Barrett CW, Pino C, Russ P, Presley SH, Peng D, Rosenblatt DO, et al: BVES regulates EMT in human corneal and colon cancer cells and is silenced via promoter methylation in human colorectal carcinoma. J Clin Invest. 121:4056–4069. 2011. View Article : Google Scholar : PubMed/NCBI

23 

Jackstadt R, Röh S, Neumann J, Jung P, Hoffmann R, Horst D, Berens C, Bornkamm GW, Kirchner T, Menssen A and Hermeking H: AP4 is a mediator of epithelial-mesenchymal transition and metastasis in colorectal cancer. J Exp Med. 210:1331–1350. 2013. View Article : Google Scholar : PubMed/NCBI

24 

Libanje F, Raingeaud J, Luan R, Thomas Z, Zajac O, Veiga J, Marisa L, Adam J, Boige V, Malka D, et al: ROCK2 inhibition triggers the collective invasion of colorectal adenocarcinomas. EMBO J. 38:e992992019. View Article : Google Scholar : PubMed/NCBI

25 

Yin Y, Zhang B, Wang W, Fei B, Quan C, Zhang J, Song M, Bian Z, Wang Q, Ni S, et al: miR-204-5p inhibits proliferation and invasion and enhances chemotherapeutic sensitivity of colorectal cancer cells by downregulating RAB22A. Clin Cancer Res. 20:6187–6199. 2014. View Article : Google Scholar : PubMed/NCBI

26 

Stiegelbauer V, Vychytilova-Faltejskova P, Karbiener M, Pehserl AM, Reicher A, Resel M, Heitzer E, Ivan C Bullock M, Ling H, et al: miR-196b-5p regulates colorectal cancer cell migration and metastases through interaction with HOXB7 and GALNT5. Clin Cancer Res. 23:5255–5266. 2017. View Article : Google Scholar : PubMed/NCBI

27 

Kahlert C, Lahes S, Radhakrishnan P, Dutta S, Mogler C, Herpel E, Brand K, Steinert G, Schneider M, Mollenhauer M, et al: Overexpression of ZEB2 at the invasion front of colorectal cancer is an independent prognostic marker and regulates tumor invasion in vitro. Clin Cancer Res. 17:7654–7663. 2011. View Article : Google Scholar : PubMed/NCBI

28 

Yang AD, Fan F, Camp ER, van Buren G, Liu W, Somcio R, Gray MJ, Cheng H, Hoff PM and Ellis LM: Chronic oxaliplatin resistance induces epithelial-to-mesenchymal transition in colorectal cancer cell lines. Clin Cancer Res. 12:4147–4153. 2006. View Article : Google Scholar : PubMed/NCBI

29 

Kumara HM, Feingold D, Kalady M, Dujovny N, Senagore A, Hyman N, Cekic V and Whelan RL: Colorectal resection is associated with persistent proangiogenic plasma protein changes: Postoperative plasma stimulates in vitro endothelial cell growth, migration, and invasion. Ann Surg. 249:973–977. 2009. View Article : Google Scholar : PubMed/NCBI

30 

Belov L, Zhou J and Christopherson RI: Cell surface markers in colorectal cancer prognosis. Int J Mol Sci. 12:78–113. 2010. View Article : Google Scholar : PubMed/NCBI

31 

Castagnola P and Giaretti W: Mutant KRAS, chromosomal instability and prognosis in colorectal cancer. Biochim Biophys Acta. 1756:115–125. 2005.PubMed/NCBI

32 

Tokarz P and Blasiak J: The role of microRNA in metastatic colorectal cancer and its significance in cancer prognosis and treatment. Acta Biochim Pol. 59:467–674. 2012. View Article : Google Scholar : PubMed/NCBI

33 

Rokavec M, Öner MG, Li H, Jackstadt R, Jiang L, Lodygin D, Kaller M, Horst D, Ziegler PK, Schwitalla S, et al: IL-6R/STAT3/miR-34a feedback loop promotes EMT-mediated colorectal cancer invasion and metastasis. J Clin Invest. 124:1853–1867. 2014. View Article : Google Scholar : PubMed/NCBI

Related Articles

  • Abstract
  • View
  • Download
  • Twitter
Copy and paste a formatted citation
Spandidos Publications style
Li P, He C, Gao A, Yan X, Xia X, Zhou J and Wu J: RAD18 promotes colorectal cancer metastasis by activating the epithelial‑mesenchymal transition pathway. Oncol Rep 44: 213-223, 2020.
APA
Li, P., He, C., Gao, A., Yan, X., Xia, X., Zhou, J., & Wu, J. (2020). RAD18 promotes colorectal cancer metastasis by activating the epithelial‑mesenchymal transition pathway. Oncology Reports, 44, 213-223. https://doi.org/10.3892/or.2020.7590
MLA
Li, P., He, C., Gao, A., Yan, X., Xia, X., Zhou, J., Wu, J."RAD18 promotes colorectal cancer metastasis by activating the epithelial‑mesenchymal transition pathway". Oncology Reports 44.1 (2020): 213-223.
Chicago
Li, P., He, C., Gao, A., Yan, X., Xia, X., Zhou, J., Wu, J."RAD18 promotes colorectal cancer metastasis by activating the epithelial‑mesenchymal transition pathway". Oncology Reports 44, no. 1 (2020): 213-223. https://doi.org/10.3892/or.2020.7590
Copy and paste a formatted citation
x
Spandidos Publications style
Li P, He C, Gao A, Yan X, Xia X, Zhou J and Wu J: RAD18 promotes colorectal cancer metastasis by activating the epithelial‑mesenchymal transition pathway. Oncol Rep 44: 213-223, 2020.
APA
Li, P., He, C., Gao, A., Yan, X., Xia, X., Zhou, J., & Wu, J. (2020). RAD18 promotes colorectal cancer metastasis by activating the epithelial‑mesenchymal transition pathway. Oncology Reports, 44, 213-223. https://doi.org/10.3892/or.2020.7590
MLA
Li, P., He, C., Gao, A., Yan, X., Xia, X., Zhou, J., Wu, J."RAD18 promotes colorectal cancer metastasis by activating the epithelial‑mesenchymal transition pathway". Oncology Reports 44.1 (2020): 213-223.
Chicago
Li, P., He, C., Gao, A., Yan, X., Xia, X., Zhou, J., Wu, J."RAD18 promotes colorectal cancer metastasis by activating the epithelial‑mesenchymal transition pathway". Oncology Reports 44, no. 1 (2020): 213-223. https://doi.org/10.3892/or.2020.7590
Follow us
  • Twitter
  • LinkedIn
  • Facebook
About
  • Spandidos Publications
  • Careers
  • Cookie Policy
  • Privacy Policy
How can we help?
  • Help
  • Live Chat
  • Contact
  • Email to our Support Team