Abstract
ADAMTS9 belongs to the ADAMTS (a disintegrin and metalloproteinase with thrombospondin motifs) protein family, and its expression is frequently silenced due to promoter hypermethylation in various human cancers. However, the underlying mechanisms remain largely unknown. In this study, we investigated the inhibitory effects of ADAMTS9 on gastric cancer (GC) cells. We initially examined ADAMTS9 protein level in 135 GC and adjacent normal tissue pairs, showing that ADAMTS9 was strikingly decreased in the malignant specimens and patients with low ADAMTS9 expression exhibited more malignant phenotypes and poorer outcome. ADAMTS9 expression was restored in AGS and BGC-823 cells, which then markedly suppressed cellular viability and motility in vitro and in vivo. As ADAMTS9 was enriched in the nuclei of gastric mucosal cells, RNA-sequencing experiment showed that ADAMTS9 significantly altered gene expression profile in BGC-823 cells. Additionally, DNA methyltransferase 3α (DNMT3A) was identified to be responsible for the hypermethylation of ADAMTS9 promoter, and this methyltransferase was ubiquitinated by ring finger protein 180 (RNF180) and then subject to proteasome-mediated degradation. In conclusion, we uncovered RNF180/DNMT3A/ADAMTS9 axis in GC cells and showed how the signaling pathway affected GC cells.
Subject terms: Gastric cancer, Cell invasion
Introduction
Aberrant promoter DNA hypermethylation is a well-defined epigenetic hallmark in all human tumor types. Dense promoter methylation controls gene expression temporally and spatially, which further facilitates initiation and progression of cancer1,2. During neoplasia, the expressions of critical tumor suppressor genes, such as VHL, CDKN2A, and BRCA1/2, are silenced due to increased DNA methylation in promoter regions, conferring selective advantages to preneoplastic cells1,3. In recent years, next-generation sequencing assays demonstrated that DNA methylation condition markedly changed on a whole genome scale in cancer cells, thereby holding promise for identifying powerful diagnostic, prognostic, and therapeutic biomarkers4. However, only few DNA methylation-related biomarkers have been translated into commercially assays until now, such as SEPT9 for colorectal cancer, GSTP1 for prostate cancer5. Gastric cancer (GC) is the fifth most common malignant tumor and third leading cause of cancer-related death6. A growing body of data strongly suggests that altered DNA methylome is essential for GC tumourigenesis and progression, and several genes have been identified to be associated with chemoresistance, lymph node (LN) metastasis, and poor survival7. However, the functions and mechanisms of a plethora of hypermethylated genes in GC remain largely unknown.
A disintegrin-like and metalloproteinase with thrombospondin motifs (ADAMTS) superfamily contains 26 members, which belongs to ADAMTS protease family and ADAMTS-like protein family, respectively8. ADAMTS protease family consists of 19 secreted zinc metalloproteases, whose substrates are primarily extracellular matrix (ECM) components8. Accumulating evidence showed that ADAMTS proteins were essential to sustain embryonic development and tissue homeostasis8. Pro-tumor and antitumor effects of ADAMTS proteins have been uncovered in distinct cancer settings. ADAMTS1 acts as a pro-tumor delegate in ADAMTS protease family, which was overexpressed in pancreatic/breast cancer and facilitated metastasis9–11. On the other hand, the expressions of several ADAMTS genes, such as ADAMTS5/8/18, were epigenetically silenced as their promoters were densely methylated12. ADAMTS9 is an additional tumor suppressing protein, which was markedly decreased in esophageal, nasopharyngeal, gastric, colorectal, pancreatic cancer as well as multiple myeloma13–18. Restored ADAMTS9 expression abrogated viability in GC cells via reducing activity of AKT/mTOR pathway15. These observations highlighted the antitumor functions of ADAMTS9; however, the precise molecular mechanisms underlying the roles of ADAMTS9 in GC have not been completely understood.
In this study, we investigated the inhibitory functions of ADAMTS9 in GC, showing that ADAMTS9 expression was decreased in malignant tissues and this low level was positively associated with advanced stage and poor overall survival (OS) in patients with GC. Similarly, we found that ADAMTS9 attenuated malignant phenotypes in GC cells. As ADAMTS9 was partially localized in the nuclei, we performed RNA-sequencing assay and showed that this protein altered the expressions of dozens of genes in BGC-823 cells, some of which are closely related with viability and motility in GC cells. We identified that DNMT3A dictated the promoter hypermethylation of ADAMTS9, and the activity of this methyltransferase remained intact largely because RNF180, as its E3 ligase, was absent in GC cells. Together, we provided a new mechanistic insight into the function of ADAMTS9 in GC.
Materials and methods
Patients and tissue samples
The tissue microarrays (TMAs, Cat No. T14-501 TMA1-3) used in this study were composed of 135 pairs of GC and adjacent non-tumor tissues, which were derived from patients with GC receiving curative gastrectomy in Department of Gastroenterology, Tianjin Medical University Cancer Institute and Hospital (Tianjin, China) between August 2004 and December 2007. These TMAs were engineered by Shanghai Outdo Biotech Company (Shanghai, China). Follow-up was performed every 3–6 months and completed in September 2012. The median was 34.0 months (Range: 2–75 months). Clinical data including B-mode ultrasound, CT scans, chest X-ray, and endoscopy available were collected.
Additionally, 16 pairs of randomly selected GC and adjacent non-tumor tissues between July and December 2018 were used for RNA extraction. All these enrolled patients did not receive neoadjuvant therapy before gastrectomy and their clinicopathological characteristics are summarized in Supplementary Table S1 and S2, respectively. Patient consents were obtained and all experiments related to these specimens and clinical data were approved by Institutional Research Ethics Committee of Tianjin Medical University Cancer Institute and Hospital (Tianjin, China).
RNA-sequencing and analysis
BGC-823 cells were stably transfected with pCNDA3.1-ADAMTS9 or empty pCDNA3.1 vector. Total RNA was then extracted using TRIzol reagent (Invitrogen). RNA integrity was examined using an Agilent 2100 Bioanalyzer (Agilent Technologies, Santa Clara, CA, USA). Libraries were constructed using TruSeq Stranded mRNA LT Sample Prep Kit (Illumina, San Diego, CA, USA) according to the manufacturer’s instructions. Hierarchical cluster analysis of differentially expressed genes (DEGs) was conducted to explore gene expression patterns. Gene ontology (GO) enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis of DEGs were performed using R software. Transcriptome sequencing and analysis were completed by OE Biotech Co., Ltd. (Shanghai, China).
MassARRY analysis of the methylation level of ADAMTS9
Genomic DNA of BGC-823 and AGS cells were extracted using QIAamp DNA Mini Kit (Qiagen). Then, the methylation of ADAMTS9 promoter was detected using an MassARRAY analyzer (Agena Bioscience, San Diego, CA, USA). EpiTYPER software was used to calculate the methylation ratio.
Other experimental and statistical methods are available in the Supplementary dataset.
Results
Loss of ADAMTS9 expression in GC indicates increased LN metastasis and poor prognosis
We examined ADAMTS9 mRNA levels in 16 pairs of GC and adjacent normal tissues, showing that ADAMTS9 mRNA levels were markedly decreased in nine tumor tissues compared with non-tumor counterparts (Fig. 1A). Analyzing the potential correlation between clinicopathological characteristics and mRNA levels of ADAMTS9, we found that ADAMTS9 expression was negatively associated with pN stage (P = 0.044) and Lauren type (P = 0.019) (Supplementary Table S1). In addition, patients with low ADAMTS9 mRNA expression were at high risk for increased LN metastasis (12.89 ± 3.49 vs 2.571 ± 1.020, P = 0.024, Fig. 1B).
We also detected ADAMTS9 protein using immunohistochemistry (IHC), showing that ADAMTS9 was enriched in the cytoplasm and nucleus of gastric mucosal cells (Fig. 1C). As shown in Fig. 1D, H-scores demonstrated that ADAMTS9 protein levels were significantly lower in GC tissues relative to in matched normal ones (N = 111, P = 0.008, Fig. 1D). These patients with GC were then categorized into low/high group based on median H-score of ADAMTS9, and the clinicopathological characteristics of the two groups are summarized in Supplementary Table 2. Univariate analysis showed that patients with low ADAMTS9 expression exhibited advanced pN stage (P = 0.018) and decreased LN metastasis compared with those in the ADAMTS9-high group (11.38 ± 11.64 vs 6.73 ± 7.63, P = 0.007; Fig. 1E).
To determine the prognostic value of ADAMTS9 expression in patients with GC, we performed Kaplan–Meier analysis. As shown in Fig. 1F, GC patients with low ADAMTS9 expression had a poorer 5-year survival rate compared to those with high expression (P = 0.007). Multivariate cox regression analysis was further performed and ADAMTS9 was identified to be an independent predictor of prognosis (HR 1.602, 95% CI 1.069–2.399, P = 0.022) (Table 1). We also evaluated the importance of node status with respect to survival outcomes through pN stage stratification, finding that low ADAMTS9 expression indicated poor survival outcomes in patients with pN3 stage (P = 0.011, Fig. 1F). Together, these results suggested that loss of ADAMTS9 probably promoted GC progression.
Table 1.
Predictor | Univariate analysis | Multivariate analysis | AIC | BIC | ||
---|---|---|---|---|---|---|
HR(95% CI) | P | HR (95% CI) | P | |||
Gender | ||||||
Female vs male | 1.372 (0.905–2.079) | 0.136 | ||||
Age | ||||||
≥60 vs <60 | 1.514 (1.012–2.245) | 0.039* | 1.528 (1.005–2.323) | 0.047* | 74.730 | 91.889 |
Tumor size | ||||||
≥5 cm vs <5 cm | 1.888 (1.250–2.851) | 0.003** | 1.591 (1.041–2.430) | 0.032* | 72.686 | 89.844 |
Tmuor location | ||||||
Middle 1/3 vs up 1/3 | 1.232 (0.588–2.584) | 0.580 | ||||
Low 1.3 vs up 1/3 | 0.948 (0.545–1.649) | 0.851 | ||||
>2/3 stomach vs up 1/3 | 1.235 (0.661–2.307) | 0.508 | ||||
Lauren type | ||||||
Diffuse vs intestinal | 1.144 (0.677–1.934) | 0.615 | ||||
Mixed vs intestinal | 1.621 (0.637–4.123) | 0.311 | ||||
Borrmann type | ||||||
II vs I | 0.552 (0.073–4.173) | 0.565 | ||||
III vs I | 0.385 (0.052–2.847) | 0.350 | ||||
IV vs I | 0.512 (0.064–4.113) | 0.529 | ||||
pT stage | ||||||
pT3 vs pT2 | 0.547 (0.164–1.821) | 0.326 | ||||
pT4 vs pT2 | 0.788 (0.381–1.628) | 0.519 | ||||
pN stage | ||||||
pN1c vs pN0 | 0.958 (0.397–2.315) | 0.925 | 0.784 (0.319–1.929) | 0.597 | 81.240 | 92.680 |
pN2 vs pN0 | 1.745 (0.911–3.341) | 0.093 | 1.480 (0.758–2.889) | 0.251 | ||
pN3 vs pN0 | 2.828 (1.638–4.883) | <0.001*** | 2.231 (1.273–3.912) | 0.005** | ||
Expression of ADAMTS9 | ||||||
Low vs high | 1.732 (1.166–2.573) | 0.009** | 1.602 (1.069–2.399) | 0.022* | 71.555 | 88.714 |
AIC akaike information criterion, BIC Bayesian information criterion.
*P < 0.05; **P < 0.01; ***P < 0.001.
ADAMTS9 impairs GC cell viability in vitro and in vivo
To investigate the function of ADAMTS9 in GC cells, we firstly evaluated its expression in a panel of human GC cell lines and an immortalized human gastric epithelial cell line GES-1, finding that mRNA and protein levels of ADAMTS9 were markedly decreased in most GC cell lines compared with in GES-1 cells (Fig. 2A, B). Then, we restored ADAMTS9 expression in AGS, BGC-823, and SGC-7901 cells, the increased expression which was confirmed via RT-PCR and immunoblot (Fig. 2C and Supplementary Fig. S1A). We found that ADAMTS9 could inhibit viability in AGS, BGC-823, and SGC-7901 cells as shown in CCK8 assays (Fig. 2D and Supplementary Fig. S1B). Likewise, this protein could suppress the capacity of colony formation in these three GC cell lines (Fig. 2E and Supplementary Fig. S1C). We also subcutaneously inoculated BGC-823 cells with ADAMTS9 overexpression and the control ones into six male Balb/c nude mice and detected growth of the tumor masses within 34 days. As shown in Fig. 2F, ADAMTS9-overexpressing BGC-823 cells exhibited markedly decreased growth rate relative to the control cells. Meanwhile, the weights of the harvested tumor masses demonstrated that ADAMTS9 inhibited the proliferation of BGC-823 cells in vivo (Fig. 2F).
ADAMTS9 undermines GC cell motility in vitro
As described before, ADAMTS9 deletion was positively associated with LN metastasis. Thus, we investigated the effect of ADAMTS9 on motility of AGS, BGC-823, and SGC-7901 cells. Wound healing assays showed that ADAMTS9 significantly reduced the migration distances compared to that of control cells (AGS cells at 48 h, P < 0.001; BGC-823 cells at 48 h, P = 0.009; and SGC-7901 cells at 36 h, P < 0.001; Fig. 2G and Supplementary Fig. S1D). Moreover, transwell assays showed that ADAMTS9 impaired migration and invasion in GC cells (migration assay: AGS, P = 0.003; BGC-823, P = 0.010; and SGC-7901, P = 0.010; invasion assay: AGS, P = 0.035; BGC-823, P = 0.010; and SGC-7901, P = 0.004; Fig. 2H and Supplementary Fig. S1E). Together, these results demonstrated that ADAMTS9 attenuated malignancy in GC.
ADAMTS9 alters the gene expression profile in GC cells
As IHC results showed that ADAMTS9 was positively stained in the nuclei of gastric mucosal cells (Fig. 3A), we speculated that this protein might be implicated in regulating gene expression. Thus, we performed next-generation sequencing to analyze mRNA profile in the control and the ADAMTS9-overexpressing BGC-823 cells, showing that the expressions of 183 genes (DEGs) in total were significantly changed (FC > 1.5) (Fig. 3B). The KEGG pathway enrichment of these DEGs was shown in Fig. 3C. Among these DEGs, five representatives (IGFBP1/3, MMP9/19, and FN1) and their functions were summarized in 3D and 3E. All these five genes expressions were further confirmed using qPCR in AGS and BGC-823 cells (Fig. 3F).
DNMT3A is primarily responsible for increasing methylation in promoter of ADAMTS9 gene
According to MethHC database (http://methhc.mbc.nctu.edu.tw/php), the ADAMTS9 promotor is hypermethylated in GC, thereby leading to silencing of ADAMTS9 expression (Fig. 4A). Next, we tried to verify this result in current cell model via treating AGS and BGC-823 cells with 5-aza-2′-deoxycytidine (5-Aza). As shown in Fig. 4B, ADAMTS9 mRNA level significantly increased owing to 5-Aza (2 µM) treatment. MassARRAY analysis was then used to examine the methylation of the ADAMTS9 promotor, and demethylation was observed in BGC-823 cells treated with 5-Aza (Fig. 4C and Supplementary Fig. S2A). It is well known that DNMT1, DNMT3A, and DNMT3B primarily contribute to DNA methylation and are closely related to hypermethylation in gene promoters. Therefore, we tried to determine which methyltransferase was indeed the one to maintain densely methylated promoter of ADAMTS9. Specific shRNAs targeting DNMT1, DNMT3A, and DNMT3B were engineered and the knockdown efficiency of the three genes were verified using qPCR and immunoblot (Supplementary Fig. S3). We found that DNMT3A, rather than DNMT1 and DNMT3B, played the major role in sustaining hypermethylation of ADAMTS9 promoter, as decreased DNMT3A increased the ADAMTS9 expression (Fig. 4D). Additionally, it is confirmed that DNMT3A is the methyltransferase that significantly increased methylation level of ADAMTS9 promoter based on MassARRAY platform (Fig. 4E and Supplementary Fig. S2B, S2C).
RNF180 restores ADAMTS9 expression by promoting ubiquitin-mediated DNMT3A degradation
Our previous studies demonstrated that RNF180, as a tumor suppressor in GC, inhibited proliferation and motility in GC cells19, and we wondered whether RNF180 was involved in DNMT3A-ADAMTS9 axis. We first explored the possible correlation between RNF180 and ADAMTS9 in the TMAs described before, finding that significantly positive correlation between RNF180 and ADAMTS9 expression (N = 126, Pearson r = 0.454, P < 0.001; Fig. 5A and Supplementary Fig. S4). In addition, analysis based on data deposited in GEPIA database (http://gepia.cancer-pku.cn/) showed that RNF180 mRNA expression may be positively associated with ADAMTS9 (Spearman r = 0.28, P = 5e-09; Pearson r = 0.18, P = 0.00024; Fig. 5B). Thus, we proposed that RNF180 probably restored ADAMTS9 expression by decreasing ADAMTS9 promotor methylation. Results of PCR and immunoblot indicated that RNF180 upregulated ADAMTS9 expression (Fig. 5C). We then performed methylation analysis of ADAMTS9 promoter in BGC-823 cells with RNF180 overexpression, showing that its methylation was markedly reduced (Fig. 5D and Supplementary Fig. S2D). These results together corroborated that RNF180 could increase ADAMTS9 expression by decreasing methylation in ADAMTS9 promotor.
As we had identified that DNMT3A was the major methyltransferase in ADAMTS9 promotor hypermethylation, we next set out to investigate the possible regulation between RNF180 and DNMT3A. Cycloheximide (CHX) was added in AGS and BGC-823 cells and we examined whether RNF180 could affect DNMT1/3A protein stability. We observed that RNF180 promoted degradation of both DNMT1 and DNMT3A protein (Fig. 5E). MG132 (10 µM) was subsequently added in the two cells, eliciting accumulation of both DNMT1 and DNMT3A even when RNF180 was present (Fig. 5F). Moreover, we performed co-immunoprecipitation assays, showing that DNMT3A and RNF180 reciprocally bound to one another while no direct interaction was observed between DNMT1 and RNF180 (Fig. 5G and Supplementary Fig. S5). Finally, ubiquitination assays were performed to validate the level of ubiquitination of DNMT3A. DNMT3A ubiquitination was greatly enhanced as the result of RNF180 overexpression (Fig. 5H). Hence, we confirmed that DNMT3A was a direct substrate of RNF180 and then subject to proteasomal degradation.
Discussion
In the current study, we provided experimental and clinical evidence to support the suppressive effect of ADAMTS9 on GC. Our study demonstrated that ADAMTS9 inhibited the viability, migration, and invasion of GC cells. Clinical data suggested that the low expression level of ADAMTS9 was closely associated with advanced pN stage and poor survival outcomes and was identified as an independent risk factor. Our findings suggested that ADAMTS9 might be a potential biomarker for predicting the prognosis of GC patients and help improve our understanding of the mechanism of GC development.
Hypermethylation of CpG islands in the promotor region of the ADAMTS9 gene, which was detected by MassARRAY analysis, was closely associated with the absence or downregulation of ADAMTS9 expression. ADAMTS9 expression was largely regulated by methylation of its promotor. These findings were consistent with those previously reported15. The silencing or promoting of some tumor-related genes through hypermethylation or hypomethylation plays crucial roles in the occurrence and development of various cancer20. Therefore, potential molecular mechanism of promotor methylation of ADAMTS9 should be investigated. In our current study, ADAMTS9 expression was primarily inhibited by DNMT3A through enhanced methylation of the ADAMTS9 gene promotor. DNMT1, DNMT3A, and DNMT3B are three catalytically active DNMTs in mammals that participate in a diverse range of biological processes21. For instance, DNMT3A and DNMT3B are responsible for the maintenance of DNA methylation through de novo methylation activity in early embryonic stages and during cell differentiation while DNMT1 is mostly responsible for the maintenance of DNA methylation during replication22. Dysregulation of the expression of DNMTs can elicit hypomethylation or hypermethylation of several tumor-related genes through epigenetic changes23,24. Through using of the online GEPIA database and IHC staining of 135 GC tissues from our center, we found a significant positive correlation between the expression of RNF180 and ADAMTS9. According to our previous studies, RNF180 is a suppressor gene that inhibits LN metastasis in GC and could act as an independent prognostic indicator of gastric cancer19,25. RNF180 is an E3 ubiquitin ligase that belongs to the ubiquitin-proteasome system and plays an important role in post-translational modification, which actually influence several processes of oncogenesis and tumor progression26. However, the substrate of RNF180 remains unclear. In the current study, we determined RNF180 could reduce DNMT3A stability through the ubiquitin-proteasome process and identified DNMT3A as the direct substrate of RNF180. As a tumor suppressor, RNF180 could restore the activity of some tumor-related genes, including ADAMTS9, and played a crucial role in impairing lymphatic involvement of GC cells. In summary, ADAMTS9 expression was restored by RNF180-mediated ubiquitination and degradation of DNMT3A.
We further investigated the target genes of ADAMTS9 on GC cell lines and its downstream molecular pathway. ADAMTS9 might attenuate the viability and motile capacity of GC cells, owing to upregulate IGFBP1/3 and downregulate MMP9/19 and FN1. IGFBP1 and IGFBP3 were recognized as tumor suppressor factors in GC. High IGFBP1 was associated with lower GC metastasis and inhibited the tumor cell migration and invasion owing to decreasing MMP9 expression in GC cells27,28. IGFBP3 was known to exert insulin-like growth factor (IGF)-independent effects to inhibit cell proliferation and migration, and enhance apoptosis in many malignant tumor cells. IGFBP3 was associated with prognosis of patients with GC, and inhibited proliferation, migration as well as invasion of GC cells by suppressing the NF-κB activity, and inactivating metalloproteinase 14 (MMP14) and urokinase-type plasminogen activator (uPA)29,30. Moreover, MMPs, as significant proteases, could cleave ECM and regulate ECM remodeling, which played a crucial role in many biological processes, such as tumourigenesis and wound repair31,32. MMPs are now regarded as an important cancer biomarker for tumor invasion and migration. Accumulated evidences have shown upregulated MMP9/19 enhanced the motile capacity of GC cells33,34. In addition, FN1 was identified as an important regulatory factor to promote formation and development of diverse tumor cells, such as colorectal cancer and gastric cancer35,36. FN1 facilitated proliferation, migration, and invasion of GC cells through activating MMP2/MMP9 pathway37. In this study, we offered some explanation for anti-proliferation and anti-invasion/migration effect of ADAMTS9 by upregulating IGFBP1/3 and downregulating MMP9/19 and FN1.
In conclusion, we uncovered RNF180/DNMT3A/ADAMTS9 axis in GC cells and showed how the signaling pathway impacted GC cells. In addition, low ADAMTS9 expression was closely associated with advanced pN stage and poor survival outcome and might serve as a biomarker to predict metastatic risk in patients with GC.
Supplementary information
Acknowledgements
We would like to thank Editage (www.editage.com) for English language editing.
Author contributions
J.D. and Han Liang designed the experiments; W.S. and F.C. conducted the experiments; W.S., L.Z., P.W., L.C., and Huifang Liu analyzed the data and prepared the figures; N.Z., Z.W., and Y.D. contributed the evaluation of the data; W.S. wrote the manuscript; G.M. revised the manuscript; W.S., L.Z., G.M., and J.D. equally contributed to the work.
Funding
This study was supported in part by grants from National Key Research and Development Program “precision medicine research” (2017YFC0908304), the Programs of National Natural Science Foundation of China (NO. 81572372), National Key Research and Development Program “major chronic non-infectious disease research” (2016YFC1303202), and the Natural Science Foundation of China (NO. 81602153).
Data availability
The RNA-sequencing data can be obtained from the NCBI Sequence Read Archive (BioProject ID PRJNA644154).
Ethics statement
The study protocol and permission for the use of the clinical data and specimens as well as animals was given by the Institutional Research Ethics Committee of Tianjin Medical University Cancer Institute and Hospital (Tianjin, China).(No. bc2019087). All patients provided written consent for the use of their clinical data and specimens.
Conflict of interest
The authors declare no competing interests.
Footnotes
Edited by N. Barlev
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
These authors contributed equally: Weilin Sun, Gang Ma, Li Zhang, Jingyu Deng
Contributor Information
Han liang, Email: tjlianghan@126.com.
Jingyu Deng, Email: dengery@126.com.
Supplementary information
The online version contains supplementary material available at 10.1038/s41419-021-03628-5.
References
- 1.Jones PA, Baylin SB. The fundamental role of epigenetic events in cancer. Nat. Rev. Genet. 2002;3:415–28. doi: 10.1038/nrg816. [DOI] [PubMed] [Google Scholar]
- 2.Smith J, Sen S, Weeks RJ, Eccles MR, Chatterjee A. Promoter DNA hypermethylation and paradoxical gene activation. Trends Cancer. 2020;6:392–406. doi: 10.1016/j.trecan.2020.02.007. [DOI] [PubMed] [Google Scholar]
- 3.Baylin SB, Ohm JE. Epigenetic gene silencing in cancer - a mechanism for early oncogenic pathway addiction? Nat. Rev. Cancer. 2006;6:107–16. doi: 10.1038/nrc1799. [DOI] [PubMed] [Google Scholar]
- 4.Baylin SB, Jones PA. A decade of exploring the cancer epigenome - biological and translational implications. Nat. Rev. Cancer. 2011;11:726–34. doi: 10.1038/nrc3130. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Koch A, et al. Analysis of DNA methylation in cancer: location revisited. Nat. Rev. Clin. Oncol. 2018;15:459–66. doi: 10.1038/s41571-018-0004-4. [DOI] [PubMed] [Google Scholar]
- 6.Bray F, et al. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J. Clin. 2018;68:394–424. doi: 10.3322/caac.21492. [DOI] [PubMed] [Google Scholar]
- 7.Li Y, Liang J, Hou P. Hypermethylation in gastric cancer. Clin. Chim. Acta. 2015;448:124–32. doi: 10.1016/j.cca.2015.07.001. [DOI] [PubMed] [Google Scholar]
- 8.Mead TJ, Apte SS. ADAMTS proteins in human disorders. Matrix Biol. 2018;71-72:225–39. doi: 10.1016/j.matbio.2018.06.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Masui T, et al. Expression of METH-1 and METH-2 in pancreatic cancer. Clin. Cancer Res. 2001;7:3437–43. [PubMed] [Google Scholar]
- 10.Lu X, et al. ADAMTS1 and MMP1 proteolytically engage EGF-like ligands in an osteolytic signaling cascade for bone metastasis. Genes Dev. 2009;23:1882–94. doi: 10.1101/gad.1824809. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Ricciardelli C, et al. The ADAMTS1 protease gene is required for mammary tumor growth and metastasis. Am. J. Pathol. 2011;179:3075–85. doi: 10.1016/j.ajpath.2011.08.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Cal S, Lopez-Otin C. ADAMTS proteases and cancer. Matrix Biol. 2015;44-46:77–85. doi: 10.1016/j.matbio.2015.01.013. [DOI] [PubMed] [Google Scholar]
- 13.Lo PH, et al. Identification of a tumor suppressive critical region mapping to 3p14.2 in esophageal squamous cell carcinoma and studies of a candidate tumor suppressor gene, ADAMTS9. Oncogene. 2007;26:148–57. doi: 10.1038/sj.onc.1209767. [DOI] [PubMed] [Google Scholar]
- 14.Lo PH, et al. Extracellular protease ADAMTS9 suppresses esophageal and nasopharyngeal carcinoma tumor formation by inhibiting angiogenesis. Cancer Res. 2010;70:5567–76. doi: 10.1158/0008-5472.CAN-09-4510. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Du W, et al. ADAMTS9 is a functional tumor suppressor through inhibiting AKT/mTOR pathway and associated with poor survival in gastric cancer. Oncogene. 2013;32:3319–28. doi: 10.1038/onc.2012.359. [DOI] [PubMed] [Google Scholar]
- 16.Chen L, et al. ADAMTS9 is silenced by epigenetic disruption in colorectal cancer and inhibits cell growth and metastasis by regulating Akt/p53 signaling. Cell. Physiol. Biochem. 2017;44:1370–80. doi: 10.1159/000485534. [DOI] [PubMed] [Google Scholar]
- 17.Zhang C, et al. High-resolution melting analysis of ADAMTS9 methylation levels in gastric, colorectal, and pancreatic cancers. Cancer Genet. Cytogenet. 2010;196:38–44. doi: 10.1016/j.cancergencyto.2009.08.016. [DOI] [PubMed] [Google Scholar]
- 18.Peng L, Yang Z, Tan C, Ren G, Chen J. Epigenetic inactivation of ADAMTS9 via promoter methylation in multiple myeloma. Mol. Med. Rep. 2013;7:1055–61. doi: 10.3892/mmr.2013.1291. [DOI] [PubMed] [Google Scholar]
- 19.Deng J, et al. Clinical and experimental role of ring finger protein 180 on lymph node metastasis and survival in gastric cancer. Br. J. Surg. 2016;103:407–16. doi: 10.1002/bjs.10066. [DOI] [PubMed] [Google Scholar]
- 20.Kulis M, Esteller M. DNA methylation and cancer. Adv. Genet. 2010;70:27–56. doi: 10.1016/B978-0-12-380866-0.60002-2. [DOI] [PubMed] [Google Scholar]
- 21.Morgan AE, Davies TJ, Mc, Auley MT. The role of DNA methylation in ageing and cancer. Proc. Nutr. Soc. 2018;77:412–22. doi: 10.1017/S0029665118000150. [DOI] [PubMed] [Google Scholar]
- 22.Fattahi S, et al. DNA methyltransferases and gastric cancer: insight into targeted therapy. Epigenomics. 2018;10:1477–97. doi: 10.2217/epi-2018-0096. [DOI] [PubMed] [Google Scholar]
- 23.Gao Q, et al. Deletion of the de novo DNA methyltransferase Dnmt3a promotes lung tumor progression. Proc. Natl Acad. Sci. USA. 2011;108:18061–6. doi: 10.1073/pnas.1114946108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Zheng Y, et al. Genome-wide DNA methylation analysis identifies candidate epigenetic markers and drivers of hepatocellular carcinoma. Brief. Bioinforma. 2018;19:101–8. doi: 10.1093/bib/bbw094. [DOI] [PubMed] [Google Scholar]
- 25.Wu Z, et al. RNF180 mediates STAT3 activity by regulating the expression of RhoC via the proteasomal pathway in gastric cancer cells. Cell Death Dis. 2020;11:881. doi: 10.1038/s41419-020-03096-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Cheung KF, et al. Characterization of the gene structure, functional significance, and clinical application of RNF180, a novel gene in gastric cancer. Cancer. 2012;118:947–59. doi: 10.1002/cncr.26189. [DOI] [PubMed] [Google Scholar]
- 27.Sato Y, Inokuchi M, Takagi Y, Kojima K. IGFBP1 is a predictive factor for haematogenous metastasis in patients with gastric cancer. Anticancer Res. 2019;39:2829–37. doi: 10.21873/anticanres.13411. [DOI] [PubMed] [Google Scholar]
- 28.Luo C, et al. Insulin-like growth factor binding protein-1 (IGFBP-1) upregulated by Helicobacter pylori and is associated with gastric cancer cells migration. Pathol. Res. Pr. 2017;213:1029–36. doi: 10.1016/j.prp.2017.08.009. [DOI] [PubMed] [Google Scholar]
- 29.Kim MS, Lee DY. Insulin-like growth factor binding protein-3 enhances etoposide-induced cell growth inhibition by suppressing the NF-kappaB activity in gastric cancer cells. Mol. Cell. Biochem. 2015;403:107–13. doi: 10.1007/s11010-015-2341-2. [DOI] [PubMed] [Google Scholar]
- 30.Xue M, et al. IGFBP3, a transcriptional target of homeobox D10, is correlated with the prognosis of gastric cancer. PloS ONE. 2013;8:e81423. doi: 10.1371/journal.pone.0081423. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Shay G, Lynch CC, Fingleton B. Moving targets: emerging roles for MMPs in cancer progression and metastasis. Matrix Biol. 2015;44-46:200–6. doi: 10.1016/j.matbio.2015.01.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Rohani MG, Parks WC. Matrix remodeling by MMPs during wound repair. Matrix Biol. 2015;44-46:113–21. doi: 10.1016/j.matbio.2015.03.002. [DOI] [PubMed] [Google Scholar]
- 33.Huang H. Matrix metalloproteinase-9 (MMP-9) as a cancer biomarker and MMP-9 biosensors: recent advances. Sensors18, 3249 (2018). [DOI] [PMC free article] [PubMed]
- 34.Chen Z, et al. High expression of MMP19 is associated with poor prognosis in patients with colorectal cancer. BMC Cancer. 2019;19:448. doi: 10.1186/s12885-019-5673-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Cai X, et al. Down-regulation of FN1 inhibits colorectal carcinogenesis by suppressing proliferation, migration, and invasion. J. Cell. Biochem. 2018;119:4717–28. doi: 10.1002/jcb.26651. [DOI] [PubMed] [Google Scholar]
- 36.Chen HB, Zheng HT. MicroRNA-200c represses migration and invasion of gastric cancer SGC-7901 cells by inhibiting expression of fibronectin 1. Eur. Rev. Med. Pharm. Sci. 2017;21:1753–8. [PubMed] [Google Scholar]
- 37.Xu TP, et al. Decreased expression of the long non-coding RNA FENDRR is associated with poor prognosis in gastric cancer and FENDRR regulates gastric cancer cell metastasis by affecting fibronectin1 expression. J. Hematol. Oncol. 2014;7:63. doi: 10.1186/s13045-014-0063-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The RNA-sequencing data can be obtained from the NCBI Sequence Read Archive (BioProject ID PRJNA644154).