Background
Globally, gastric cancer is one of the most common malignant tumors affecting the human digestive tract [
1]. Gastric cancer is also one of the major leading causes of cancer-related deaths worldwide [
1]. Moreover, patients with advanced-stage gastric cancer frequently die. This malignant illness can occur at any age; however, gastric cancer usually affects the elderly. Data from cancer epidemiologic investigations have shown that the incidence of gastric cancer has a trend towards younger patients in recent years, thus it is important to find more effective and available biomarkers to further understand the pathogenesis of gastric cancer and to guide therapeutic decisions. Cancer biomarkers are closely related to the features present in malignant cells, which often exhibit great value in reflecting the occurrence and development of the tumor or monitoring the tumor response to treatment [
2]. If biomarkers for DNA, RNA, and protein can be used clinically, the features of the malignancies from multiple levels will be demonstrated and may be of importance in guiding therapy. An evaluation of potential new biomarkers will help reach the above mentioned goals.
Recent studies have shown that long non-coding RNAs (lncRNAs) are closely related to a variety of human cancer occurrence and development [
3‐
5]. LncRNAs are RNAs without a function on coding proteins and are named based on length (i.e., > 200 nucleotides) [
6]. The roles for lncRNAs in cancer have attracted attention in the past several years, and many studies have reported that lncRNAs are a new class of biomarkers for human cancers, including gastric cancer [
3,
7]. Emerging evidence has shown that gastric cancer occurrence and progression are accompanied by alterations in lncRNA expression or function [
8,
9], so lncRNAs have been shown to be able to serve as biomarkers for the diagnosis and/or therapy of gastric cancer [
10]; however, the actual number of lncRNAs related to gastric cancer is unknown.
LncRNA AC010761.9 is a natural antisense lncRNA which has a length of 521 nucleotides and does not have a function to translate protein. This lncRNA is located on human chromosome 17, and the potentially associated gene of this lncRNA is thought to be TNF receptor-associated factor (
TRAF) 4, a gene which is able to promote cancer development via different molecular mechanisms [
11,
12]. According to the results from our previous lncRNA expression profile chip assay, lncRNA AC010761.9 was identified to be up-regulated in all six gastric adenocarcinoma (GA) tissues compared to the levels in the matched paracancerous tissues. No studies have been conducted on this lncRNA with gastric cancer previously, so this lncRNA was selected for further investigation in this work. GA is a primary malignant tumor of the stomach. Therefore, in the present study, lncRNA AC010761.9 expression in 145 GA tissues and the matched paracancerous tissues and in three different GA cell lines (BGC-823, SGC-7901, and MGC-803 cells) was determined, and the clinical value was evaluated according to the levels of expression and clinicopathologic factors. In addition, the relationship between lncRNA AC010761.9 and TRAF4 mRNA expression in 78 samples and three GA cell lines was then investigated.
Methods
Collection of GA tissue specimens
One hundred forty-five fresh GA tissues were collected at Fuzhou General Hospital in Fujian, China, between March 2014 and October 2015. This group of patients included 145 patients, all of whom had a definite diagnosis of primary GA. The tissue samples, including GA and the matched paracancerous tissues (5 cm from the lesion), were obtained immediately after the surgical procedure, which was performed to remove the primary GA, kept in RNAlater (Qiagen, Duesseldorf, Germany), and stored at − 80 °C before use. The histopathologic diagnosis, the staging tumor-node-metastasis (TNM), and the determination of the histologic grade were performed by two pathologists working in the Department of Pathology of Fuzhou General Hospital (Fujian, China) according to the International Union Against Cancer (5th edition) and the guidelines of the National Comprehensive Cancer Network (NCCN) Clinical Practice of Oncology (V.1.2011) [
13]. No pre-operative chemotherapy or radiotherapy was administered. The clinical and pathologic data of this group of patients were also collected and were shown in Table
1.
Table 1
Relationships between lncRNA AC010761.9 expression (ΔCt value) and patient clinical pathologic factors and serum tumor markers
Age |
≥ 60 | 70 (54.2) | 19.08 ± 2.904 | 0.162 |
< 60 | 59 (45.8) | 18.31 ± 3.309 | |
Gender |
Male | 102 (79.1) | 18.66 ± 3.087 | 0.620 |
Female | 27 (20.9) | 18.99 ± 3.227 | |
Tumor location |
Upper | 35 (28.0) | 19.33 ± 3.198 | 0.621 |
Middle | 48 (38.4) | 18.52 ± 3.062 | |
Lower | 42 (33.6) | 18.68 ± 3.140 | |
Diameter |
≥ 4 | 70 (54.2) | 19.28 ± 2.967 |
0.028
|
< 4 | 59 (45.8) | 18.07 ± 3.167 | |
Differentiation |
Poor | 97 (75.2) | 18.48 ± 3.096 |
0.047
|
Moderate | 30 (23.2) | 19.73 ± 2.966 | |
Well | 2 (1.6) | 15.39 ± 1.478 | |
Invasion |
T1 | 11 (8.5) | 18.08 ± 3.155 | 0.269 |
T2 | 11 (8.5) | 18.76 ± 4.302 | |
T3 | 14 (10.8) | 17.36 ± 3.074 | |
T4 | 93 (72.2) | 19.01 ± 2.931 | |
Lymphatic metastasis |
N0 | 32 (24.8) | 18.98 ± 3.274 | 0.597 |
N1–3 | 97 (75.2) | 18.64 ± 3.063 | |
Venous invasion |
Absent | 71 (55) | 18.67 ± 3.184 | 0.808 |
Present | 58 (45) | 18.80 ± 3.037 | |
Perineural invasion |
Absent | 59 (45.7) | 18.51 ± 3.243 | 0.399 |
Present | 70 (54.3) | 18.98 ± 2.946 | |
CEA |
Normal | 109 (84.5) | 18.48 ± 2.935 |
0.037
|
High | 20 (15.5) | 20.05 ± 3.727 | |
CA19-9 |
Normal | 113 (87.5) | 18.50 ± 2.999 |
0.026
|
High | 16 (12.5) | 20.34 ± 3.469 | |
AFP |
Normal | 121 (93.8) | 18.64 ± 3.082 | 0.248 |
High | 8 (6.2) | 19.96 ± 3.444 | |
(Except patients in the subgroup related with tumor location only had 125 cases with detailed clinical information, other subgroups had 129 patients with detailed clinical information).
Preparation of GA tissue specimens for the immunohistochemical assay
The immunohistochemical (IHC) assay used paraffin-embedded tissue samples, which were made using the same fresh tissue samples described above and performed by two pathologists.
Collection of serum samples
The serum samples from the same patients were collected by laboratory technicians prior to surgery and used for measurement of the levels of digestive tract malignant tumor markers (AFP, CEA, and CA19-9).
LncRNA expression profile microarray chip assay
The results from the Human LncRNA Expression Profile Microarray V3.0 (Arraystar, Rockville, MD, USA) were obtained from the previous work and completed by Kang Chen Bio-tech (Shanghai, China) based on the manufacturer’s instructions [
13]. Microarray assay and data analysis were performed, from which the differentially expressed lncRNAs and mRNAs from six GA tissues and the matched paracancerous tissues were identified [
13], by KangChen Bio-tech [
13].
Culture of GA and normal gastric epithelial cells
The three GA cell lines used in the current study were BGC-823, SGC-7901, and MGC-803. BGC-823 and MGC-803 were obtained from the Shanghai Institute of Biochemistry of the Chinese Academy of Sciences in Shanghai, China, and SGC-7901 was obtained from the American Type Culture Collection (Manassas, VA, USA). The normal cell line used in this work was the GES-1 cell line, which was a normal human gastric mucosal epithelial cell line, and was purchased from the Beijing Cancer Institute (Beijing, China). The cells were cultured in RPMI-1640 medium (for BGC-823, SGC-7901, and MGC-803 cells) and Dulbecco’s modified Eagle’s medium (for GES-1 cells; Invitrogen, Grand Island, NY, USA) based on our previously reported methods [
13].
Isolation of total RNA and performance of qRT-PCR
Both the total RNA from the tissues and cultured cells were extracted with the TransZol Up Plus RNA Kit (Transgen Biotech Company, Beijing, China) according to the instructions provided by the manufacturer. Reverse transcription of mRNA into cDNA was then performed with a GoScript™ Reverse Transcription System (Promega, Madison, WI, USA) according to the instructions provided by the manufacturer. Amplification of the products with the SYBR Green Mix kit (GoTaq® qPCR Master Mix; Promega) was carried out in a 2720 Thermal Cycler PCR System (ABI, Grand Island, NY, USA). The primers used in the amplification included that for internal reference 18s RNA, lncRNA AC010761.9, and TRAF4 mRNA, which were as follows: forward 5′-GTAACCCGTTGAACCCCATT-3′ and reverse 5′-CCATCCAATCGGTAGTAGCG-3′ (for 18s RNA); forward 5′-GAGGGAACACTTCTTGCGGG-3′ and reverse 5′-CAGGGCCAGTGTCAACCAAA-3′ (for lncRNA AC010761.9); and forward 5′-CCACCGTTTCTGCGATACCT-3′ and reverse 5′-GGGTCTGGGTAGATCTTGGC-3′ for TRAF4 mRNA. The PCR amplification conditions contained the following three steps: step 1, 95.0 °C for 2 min; step 2, 95.0 °C for 15 s and 58 °C for 40 s (total 40 cycles); and step 3 (dissociation stage), 95 °C for 15 s, 60 °C for 15 s, and 95 °C for 15 s. The cycle threshold (Ct) values of 18s RNA (control), lncRNA AC010761.9, and TRAF4 mRNA were automatically recorded by the machine. The level of lncRNA AC010761.9 and TRAF4 mRNA expression was obtained by calculating the ΔCt, which were inversely proportional to the level of expression. Samples with a higher ΔCt meant lower AC010761.9 or TRAF4 expression. The relative fold changes of AC010761.9 or TRAF4 expression in GA tissues versus matched non-GA tissues or in GA cell lines versus normal gastric cell lines (GES-1) were obtained by calculating the formula (2−^^Ct). The results were obtained from three independent experiments and expressed as the means ± SD.
Quantitative examination of serum AFP, CEA, and CA19-9 levels
Quantitative examinations of serum carcinoembryonic antigen (CEA), carbohydrate antigen 19–9 (CA19-9), and alpha-fetoprotein (AFP) concentrations in 129 patients with GA were part of the routine work-up for GA patients, which were performed by technicians before surgery with the Quantitative Kit for Tumor Marker (Protein Chip-Chemiluminescence; HealthDigit, Huzhou, China) with the HD-2001A ChipReader System (HealthDigit) [
13]. Individuals with < 5.0 ng/ml for CEA, < 35.0 ng/ml for CA19-9, and < 20.0 ng/ml for AFP were regarded as having low (normal) expression of the three digestive tract tumor markers.
Immunohistochemical assay
There were ten immunohistochemical markers to be routinely performed for patients with GA in this hospital (vascular endothelial growth factor [VEGF], human epidermal growth factor receptor 2 [C-erbB-2 or HER2], thymidylate synthase [TS], breast cancer 1 [BRCA1], excision repair cross-complementation group 1 [ERCC1], Ki67 antigen [Ki67], ribonucleotide reductase subunit M1 [RRM1], synaptophysin [Syn], neuronal cell adhesion molecule 1 [CD56], and chromogranin A [CgA]). The data were collected from the medical records. The methods, reagents used for IHC assays, and the result determination were the same as previously described [
13]. The performances of the IHC assay and result analysis were conducted by pathologists working in this hospital.
Statistical analysis
SPSS 17 was used for statistical analysis. Data are expressed in the form of mean ± standard deviation. The comparison between the groups was performed using a t test and one-way ANOVA analysis. The relationship between the levels of lncRNA AC010761.9 and TRAF4 mRNA expression was analyzed using Pearson correlation analysis. Multivariate logistic regression analysis was further used to assess the relationships between lncRNA AC010761.9 expression and patient clinical pathologic factors, and factors used in the multivariate analysis included age, gender, tumor location, diameter, differentiation grade, invasion, lymphatic metastasis, venous invasion, and perineural invasion. Multivariate models did not adjust for that factor which was being tested. A p < 0.05 was taken as statistically significant.
Discussion
Currently, a number of studies have shown that abnormal expression of lncRNAs is associated with cancer progression and prognosis, such as T staging, N staging, tumor size, invasion, and survival [
14,
15]. Therefore, lncRNAs are regarded as a new biomarker and therapeutic target for various human cancers. Gastric cancer is a typical cancer, which frequently has dysregulated expression of lncRNAs. Abnormal expression of lncRNAs has been identified to play the roles of oncogenes or inhibiting genes exacerbating or attenuating gastric cancer development [
16,
17]. In the current study, we also identified a lncRNA: LncRNA AC010761.9 may be GA-related.
LncRNA AC010761.9 is a RNA located on human chromosome 17 with a total length of 521 bp. LncRNA AC010761.9 does not have the ability of coding for protein, which is a new lncRNA and unreported in GA or other cancers. The level of this lncRNA expression was significantly up-regulated in GA tissues compared to normal tissues and was also significantly up-regulated in MGC803, BGC823, and SGC7901 cells. Over-expressed lncRNA AC010761.9 was related with tumor size and degree of GA differentiation, as well as related to serum CEA and CA199 levels of the digestive system tumor markers.
Tumor size and the degree of differentiation are associated with GA progression. Therefore, a lncRNA that is linked to these two pathologic factors may have important clinical value. CEA and CA19-9 are the two most widely confirmed and used serum digestive cancer markers worldwide [
18]. If a lncRNA is associated with these two markers, the lncRNA may have the potential to be combined with CEA and CA19-9 levels and used for GA diagnosis or treatment monitoring.
Because the lncRNA itself does not encode the protein, but functions in the regulation of gene expression, we further investigated the expression level of the potentially associated gene (TRAF4 gene) of this lncRNA in GA tissues and cell lines and found that the level of TRAF4 mRNA was significantly up-regulated compared to normal tissues and was also higher expression in the three GA cell lines (MGC803, BGC823, and SGC7901) than normal gastric epithelial cells (GES-1). The level of lncRNA AC010761.9 expression in GA tissues and cell lines showed a positive correlation or similarly up-regulated trend with the potentially associated gene TRAF4 mRNA level. Therefore, lncRNA AC010761.9 could have the potential to play a biological role in GA by regulating the expression of TRAF4. Because the samples used in the current study were not sufficiently large and the relationship between the level of lncRNA AC010761.9 and TRAF4 mRNA expression value was lower, further investigations are needed to confirm this point, including the use of a larger tissue sample size and gene or siRNA transfection techniques to increase or decrease lncRNA AC010761.9 expression to observe the change in expression of TRAF4 mRNA.
TRAF4 is one of the members of the TRAF family of proteins [
19]. It has been confirmed that TRAF4 is over-expressed in several different human cancers [
19,
20]. TRAF4 is also known to play a major role in embryonic development, cell polarity, and apoptosis and regulation of reactive oxygen species (ROS) production [
21]. TRAF4 and β-catenin exhibit a mutual relationship of interaction [
22]. β-catenin was first recognized as an adhesion factor, and later studies showed that β-catenin is also a multifunctional protein [
23], which is widely found in various types of cells, such as endothelial cells, fibroblasts, and osteoblasts and is involved in the regulation of cell proliferation, differentiation, and apoptosis. An abundance of data has shown that β-catenin is closely related with malignant tumor development and invasion and is also transfer-related [
24]. β-catenin has been shown to have main functions on mediating cell adhesion and gene expression [
25]. Additionally, β-catenin plays an important role in increased oncogene c-myc gene expression, leading to carcinogenesis [
26]. TRAF4 is identified to function in enhancing β-catenin-related transcription and protecting the β-catenin protein to be degraded by the p53 gene-mediated degradation pathway. TRAF4 can also regulate the activation of NF-κB [
27]. NF-kB activation can promote cell growth, thus many anti-tumor drugs target on NF-kB, which is regarded as the treated target of many different cancers [
28]. TRAF4 can also regulate the formation of reactive oxygen species and is associated with JNK activation [
29]. All these findings suggest that lncRNA AC010761.9 was identified as GA-related lncRNA, which may be associated with an increase in TRAF4 mRNA expression.