Open Access

Increased MALAT1 expression contributes to cisplatin resistance in non‑small cell lung cancer

  • Authors:
    • Yong Cui
    • Guanlong Li
    • Xin Zhang
    • Fangfang Dai
    • Rongxiang Zhang
  • View Affiliations

  • Published online on: August 10, 2018     https://doi.org/10.3892/ol.2018.9293
  • Pages: 4821-4828
  • Copyright: © Cui et al. This is an open access article distributed under the terms of Creative Commons Attribution License.

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Abstract

Cisplatin‑based chemotherapy is commonly used for the clinical treatment of patients with non‑small cell lung cancer (NSCLC). However, the anti‑tumor efficacy of cisplatin is limited by poor clinical response and the development of chemoresistance. At present, the underlying mechanism for cisplatin resistance remains unclear. In the present study, it was identified that metastasis‑associated lung adenocarcinoma transcript 1 (MALAT1), a long non‑coding RNA that has been demonstrated to function as an oncogene, was increased in tumor tissues from patients with cisplatin‑resistant NSCLC. In addition, the MALAT1 level was increased in A549rCDDP cells compared with the parental A549 cells. Silencing of MALAT1 sensitized A549rCDDP cells to cisplatin treatment, while overexpression of MALAT1 in A549 cells decreased their sensitivity towards cisplatin. Through analysis of the gene expression in patient samples, a decrease in miR‑145 and an increase in Kruppel‑like factor 4 (KLF4) in tumor tissues compared with adjacent normal tissues was observed. A negative association between MALAT1 and miR‑145 was also identified in A549 cells and A549rCDDP cells. Furthermore, reverse transcription quantitative polymerase chain reaction and western blotting identified that KLF4 was positively and negatively regulated by MALAT1 and miR‑145, respectively. The direct regulatory association between MALAT1 and miR‑145 and the target gene KLF4 was additionally confirmed using a luciferase reporter assay. Knockdown of MALAT1 reversed cisplatin resistance in A549rCDDP cells. Taken together, these data indicated that MALAT1 decreased the sensitivity of NSCLC to cisplatin via the regulation of miR‑145 and KLF4.

Introduction

A total of >85% lung cancer is classified as non-small cell lung cancer (NSCLC) (1). Although early diagnosis and novel therapeutic approaches have markedly prolonged the overall survival of patients with NSCLC, the survival rate for patients with drug resistance remains low (2).

Long non-coding RNAs (lncRNAs) are transcripts consisting of >200 nucleotides with no ability to code protein (3). Previous studies have indicated that lncRNAs were involved in the pathogenesis of various diseases, including cancer (4). Metastasis-associated lung adenocarcinoma transcript 1 (MALAT1) has been identified to regulate cancer cell proliferation, migration and invasion in lung, hepatocellular, ovarian and colorectal cancer (57). MALAT1 was also demonstrated to induce temozolomide resistance in glioblastoma (8). However, whether and how MALAT1 contributes to cisplatin resistance in NSCLC is unknown.

MicroRNAs (miRNAs) are small non-coding RNAs that function in RNA silencing through complementary binding. miR-145 is a well-known tumor suppressor that inhibits oncogene expression in numerous types of cancer (9,10). Additionally, increased miR-145 expression levels increased the sensitivity of hepatocellular carcinoma cells to chemotherapy via the downregulation of Mothers against decapentaplegic homolog 3 (11). In lung cancer, miR-145 was suggested to inhibit cancer cell proliferation, migration and invasion, but its role in chemoresistance was not identified (12).

Cancer stem cells have drawn much attention for their pivotal role in promoting relapse and drug resistance, including cisplatin resistance (13). With the ability to maintain cancer cell stemness, Kruppel-like factor 4 (KLF4) serves as an oncogene in a number of types of cancer, and has been demonstrated to be associated with chemoresistance (14,15). For example, the interaction between KLF4 and High mobility group box 1 conferred resistance in osteosarcoma cells to multiple chemotherapy agents, including cisplatin (16). In lung cancer, an increased expression of KLF4 was observed in high-grade NSCLC compared with low-grade disease (17). Increased Hox transcript antisense RNA and KLF4 levels were involved in cisplatin resistance in NSCLC (18), but the underlying mechanism remains unknown.

The present study aimed to explore whether and how MALAT1 may affect the sensitivity of NSCLC towards cisplatin. It was identified that MALAT1 and KLF4 levels were increased and miR-145 levels were decreased in tumor tissues from patients with cisplatin-refractory NSCLC compared with those from cisplatin-sensitive NSCLC patients. Silencing of MALAT1 sensitized A549rCDDP cells to cisplatin, while the overexpression of MALAT1 induced cisplatin resistance in A549 cells. Importantly, a direct regulatory association between MALAT1 and miR-145 and the target gene KLF4 was confirmed. Taken together, the present study highlighted the role of MALAT1 in the development of cisplatin-resistance in NSCLC.

Materials and methods

Patients

A total of 52 tumor tissue samples were collected from 31 patients with NSCLC for whom cisplatin-based chemotherapy was effective following surgery (patients who were cisplatin-sensitive), and 21 patients with NSCLC for whom cisplatin-based chemotherapy was ineffective following surgery (patients who were cisplatin-resistant). Histopathological types were assigned using WHO pathological staging criteria (19). All patients were administrated 100 mg/m2 cisplatin intravenously over 30 to 120 min on day 1 of the 28 day cycle. The total number of cycles administrated was one. The samples were obtained from Shouguang People's Hospital (Shouguang, China) from June 2012 to June 2015. The present study was approved by the Ethics Committee of Shouguang People's Hospital. All participants provided written informed consent prior to surgery. Patients did not receive radiotherapy or chemotherapy prior to surgery. The tissues were immediately frozen for protein and RNA extraction.

Cell culture and agents

The human NSCLC A549 and H1299 cell lines were purchased from American Type Culture Center (Manassas, VA, USA) and the A549 cisplatin-resistant A549rCDDP subline was obtained from the Cancer Hospital of Peking Union Medical College, Chinese Academy of Medical Sciences (Beijing, China). All cell lines were cultured in RPMI-1640 medium (Gibco; Thermo Fisher Scientific, Inc., Waltham, MA, USA) containing 10% fetal bovine serum (Hyclone; GE Healthcare Life Sciences, Logan, UT, USA). The medium for A549rCDDP cells was additionally supplemented with 2 mg/l cisplatin (Selleck Chemicals, Houston, TX, USA). All cell lines were cultivated in a humid incubator at 37°C with 5% CO2. For cisplatin treatment, 1, 2, 5 or 10 µM of cisplatin was added into the culture medium of A549 cells or A549rCDDP cells for 48 h, and then the cells were used for subsequent experimentation.

RNA extraction and reverse transcription quantitative polymerase chain reaction (RT-qPCR)

Total RNA was extracted from tissues and A549, H1299 and A549rCDDP cells using the miRNeasy Mini kit (QIAGEN, Hilden, Germany) according to the manufacturer's protocol. A Molony-Murine Leukemia Virus kit (Life Technologies; Thermo Fisher Scientific, Inc.) was used to synthesize cDNA. qPCR was performed with a CFX96 Touch system (Bio-Rad Laboratories, Inc., Hercules, CA, USA) using SYBR Premix Ex Taq (Takara Bio, Inc., Otsu, Japan). The thermocycling conditions for miR-145 and U6 were as follows: 95°C for 10 min, 40 cycles of 95°C for 15 sec and 60°C for 1 min. The thermocycling conditions for lncRNA, mRNA and GAPDH were as follows: 95°C for 10 min, followed by 40 cycles at 95°C for 15 sec, 55°C for 30 sec and 72°C for 30 sec. GAPDH was used as an internal control for lncRNA and mRNA, and U6 was applied as an internal control for miRNA. The relative expression levels were calculated using the 2−ΔΔCq method (20). The sequences for the primers were as follows: MALAT1 forward, AGACCTTGAAATCCAT; MALAT1 reverse, CTTCTGCTTCCTACTT; miR-145 forward, ACACTCCAGCTGGGGTCCAGTTTTCCCAGGA; miR-145 reverse, TGGTGTCGTGGAGTCG; KLF4 forward, GTCAGTTCATCTGAGCGGG; KLF4 reverse, AGAGTTCCCATCTCAAGGCA; GAPDH forward, AGAAGGCTGGGGCTCATTTG; GAPDH reverse, AGGGGCCATCCACAGTCTTC; U6 forward, CTCGCTTCGGCAGCACA; and U6 reverse, TGGTGTCGTGGAGTCG.

Western blotting

Protein was measured with a bicinchoninic acid kit (Sigma-Aldrich; Merck KGaA, Darmstadt, Germany) according to manufacturer's protocol. HRP-conjugated secondary antibodies for mouse (SA00001-1) and rabbit (SA00001-2) were purchased from Proteintech (Rosemont, IL). The antibody for GAPDH (catalog no. G8795, 1:10,000) was purchased from Sigma Aldrich; Merck KGaA. The KLF4 antibody (catalog no. 12173, 1:1,000) was purchased from Cell Signaling Technology, Inc. (Danvers, MA, USA). A549 cells were lysed in radioimmunoprecipitation assay lysis buffer (Beyotime Institute of Biotechnology, Haimen, China) containing protease inhibitor (Sigma Aldrich; Merck KGaA). 20 µg protein was separated by 8% SDS-PAGE and then transferred to a polyvinylidene fluoride membrane (EMD Millipore, Billerica, MA USA). Subsequent to blocking at room temperature in 5% non-fat milk for 30 min, the membranes were incubated with the indicated primary antibodies overnight at 4°C. The membranes were then incubated with a HRP-conjugated secondary antibody for 1 h at room temperature; anti-mouse antibody at 1:10,000 for GAPDH (catalog no. SA00001-1, Proteintech, Rosemont, IL), and anti-rabbit at 1:10,000 for KLF4 (catalog no. SA00001-2, Proteintech, Rosemont, IL). The membranes were developed using Pierce ECL Plus substrate (Thermo Fisher Scientific, Inc.). Images were captured with a densitometer (GS-700; Bio-Rad Laboratories, Inc.), analysis of protein expression was achieved using ImageJ software (Version 1.51k, Rawak Software, Inc., Germany). GAPDH served as an internal control.

Cell viability assay

Cell viability was assessed using a Cell Counting Kit-8 (CCK-8; Dojindo Molecular Technologies, Kumamoto, Japan). 5,000 A549, H1299 or A549rCDDP cells were seeded in a 96-well plate with DMSO (Beijing Solarbio Science & Technology Co., Ltd., Beijing, China) or 1, 2, 5 or 10 µM of cisplatin and cultured at 37°C for 72 h. Subsequently, 10 µl CCK8 solution was added into each well and incubated at 37°C for 2 h. The absorbance of each well at 450 nm was detected using a microplate reader (Bio-Rad Laboratories, Inc.) to measure cell viability.

Cell apoptosis assay

A cell apoptotic assay was performed using an Annexin-V/Dead Cell Apoptosis kit (Invitrogen; Thermo Fisher Scientific, Inc.) according to the manufacturer's protocol. Briefly, following siRNA transfection and DMSO or cisplatin treatment (2 µM), A549rCDDP cells were collected by trypsinization (Invitrogen; Thermo Fisher Scientific, Inc.) and suspended in Annexin binding buffer (Invitrogen; Thermo Fisher Scientific, Inc.). Next, propidium iodide and Annexin V provided by Annexin-V/Dead Cell Apoptosis kit (Invitrogen; Thermo Fisher Scientific, Inc.) were added into the cell suspension and incubated at room temperature for 15 min, followed by analysis using a BD FACSCalibur flow cytometer (BD Biosciences, Franklin Lakes, NJ, USA). The cell apoptosis rate was analyzed using FlowJo software (Version 10.4.1, FlowJo LLC, Ashland, OR, USA). The cells positive for Annexin-V staining were considered apoptotic cells.

Small interfering (si)RNA transfection

A total of 2 MALAT1 siRNAs (siRNA1 and siRNA2) and control siRNA were purchased from Invitrogen; Thermo Fisher Scientific, Inc. The siRNA sequences were as follows: MALAT1 siRNA1, 5′-GGGCUUCUCUUAACAUUUAtt-3′; MALAT1 siRNA2, 5′-GGGCAAAUAUUGGCAAUUAtt-3′. For the siRNA transfection, 2×106 A549 or A549rCDDP cells were seeded on 6-well plates. The following day, 50 pM siRNA were mixed with Lipofectamine® RNAiMAX (Invitrogen; Thermo Fisher Scientific, Inc.) in Opti-MEM (Thermo Fisher Scientific, Inc.) and incubated at 37°C for 15 min. Subsequently, the siRNA1 or siRNA2 mixture was added into the culture medium of cells and cultured at 37°C for 24 h prior to cisplatin or vehicle treatment.

Construction of plasmid and transfection

Full-length MALAT1 was amplified from cDNA of 293 cells and cloned into a pcDNA3 plasmid (Addgene, Inc., Cambridge, MA, USA) using PrimeSTAR Max DNA Polymerase (Takara Bio, Inc.). The PCR thermocycling conditions were as follows: Denaturation at 98°C for 10 sec, annealing at 55°C for 10 sec and elongation at 72°C for 10 sec, repeated for 35 cycles. For the overexpression of MALAT1, 5 µg pcDNA3-MALTA1 plasmid was transfected into A549 cells using Lipofectamine® 2000 (Invitrogen; Thermo Fisher Scientific, Inc.), RT-PCR was used to confirm elevation of MALAT1 after 48 h according to the procedure above. The primer sequences for MALAT1 amplification were as follows: MALAT1 forward: GGCGGTACCATGAAACAATTTGGAGAAG; MALAT1 reverse: GCGCTCGAGCTAAGTTTGTACATTTTGCC.

Luciferase reporter assay

The 3′ untranslated region (UTR) of KLF4 was amplified from cDNA of 293 cells and inserted into pGL-3 (Promega Corporation, Madison, WI, USA) using PrimeSTAR Max DNA Polymerase (Takara Bio, Inc.). The PCR thermocycling conditions were as follows: denaturation at 98°C for 10 sec, annealing at 55°C for 10 sec and elongation at 72°C for 10 sec, repeated for 35 cycles. Then, 293 cells were co-transfected with pGL3-KLF4 3′UTR WT, miR-145 mimics or miR-negative control mimics, in combination with a pcDNA3-MALAT1 plasmid or pcDNA3 and internal control pRL-TK plasmid using Lipofectamine 2000 (Invitrogen; Thermo Fisher Scientific, Inc.). The sequence of miR-145 mimics was 5′-GUCCAGUUUUCCCAGGAAUCCCU-3′. The sequence of miR-negative control mimics was 5′-UCACAACCUCCUAGAAAGAGUAGA-3′. After 24 h, luciferase activity and Renilla activity were measured using a Dual Luciferase Reporter Assay kit (Promega Corporation) according to manufacturer's protocol. Renilla activity was used as control.

Statistical analysis

All statistical analyses were performed using GraphPad Prism 5.0 software (GraphPad Software, Inc., La Jolla, CA, USA). The data were expressed as the mean ± standard deviation. Differences between two groups were analyzed using an unpaired t-test. Differences from multiple groups were firstly analyzed using a one-way analysis of variance followed by Student-Newman-Keuls post-hoc analysis. P<0.05 was considered to indicate a statistically significant difference. All experiments were repeated three times.

Results

MALAT1 levels are increased in tumor tissues from patients with cisplatin-resistant NSCLC compared with those from patients with cisplatin-sensitive NSCLC

To explore whether MALAT1 was involved in cisplatin resistance in NSCLC, MALAT1 levels from tumor tissues of 31 patients with cisplatin-sensitive NSCLC and 21 patients with cisplatin-resistant NSCLC were measured. Significant elevation of MALAT1 was detected in tumor tissues from patients with cisplatin-resistant NSCLC (Fig. 1). This suggested that the deregulation MALAT1 may contribute to cisplatin resistance in patients with NSCLC.

MALAT1 levels are associated with histological grades and metastasis

As summarized in Table I, there were 21 male patients and 31 female patients in the present study, with 32 patients aged <60 years old and 20 patients aged ≥60 years old, 20 patients with well to intermediate differentiation and 32 patients with poor differentiation, and 41 patients with no metastasis and 11 patients with metastasis.

Table I.

Expression of MALAT1 in tissues from patients with non-small cell lung cancer.

Table I.

Expression of MALAT1 in tissues from patients with non-small cell lung cancer.

Clinicopathological factorsCases, nMALAT, mean ± SDP-value
Sex 0.70
  Male211.51±0.21
  Female311.48±0.23
Age, years 0.35
  <60321.46±0.24
  ≥60201.52±0.23
Histological grade <0.01
  Well to intermediate differentiation201.10±0.32
  Poor differentiation321.93±0.58
Metastasis <0.01
  No411.16±0.38
  Yes111.84±0.47

[i] SD, standard deviation; MALAT1, metastasis-associated lung adenocarcinoma transcript 1.

As for the difference of MALAT1 expression levels between male (1.51±0.21) and female patients (1.48±0.23) or patients aged <60 years old (1.46±0.24) and ≥60 years old (1.52±0.23), there was no significant difference (P=0.70 and P=0.35, respectively). There was significant difference of MALAT1 expression levels (P<0.01 and P<0.01, respectively) between patients with well to intermediate differentiation (1.10±0.32) and poor differentiation (1.93±0.58), and between patients with metastasis (1.84±0.47) or no metastasis (1.16±0.38).

MALAT1 levels are increased in cisplatin-resistant NSCLC cells and NSCLC cells treated with cisplatin

To examine the role of MALAT1 during the development of cisplatin resistance, 2 NSCLC cell lines, A549 cells and H1299, were treated with (1 or 2 µM of cisplatin. Notably, there was an elevation of MALAT1 level in response to cisplatin treatment in a dose-dependent manner (Fig. 2A). In addition, the present study aimed to analyze MALAT1 level in cisplatin-resistant cells. The cell viability assay indicated that A549rCDDP cells were relatively insensitive towards cisplatin treatment compared with the parental A549 cells (Fig. 2B). Indeed, the MALAT1 level was increased in A549rCDDP cells in comparison with A549 cells (Fig. 2C). These data implied that MALAT1 may contribute to cisplatin resistance in NSCLC cells.

MALAT1 regulated KLF4, a chemotherapy resistance associated oncogene, in A549 cells

KLF4 is a transcription factor that controls stem cell reprogramming (17). Previously, KLF4 was identified to be associated with cisplatin resistance in several cancer types (16,21). A previous study indicated that miR-145 may target KLF4 in bladder cancer cells (22). Notably, MALAT1 was suggested to repress miR-145 during endothelial to mesenchymal transition (23). To investigate the role of KLF4 and miR-145 in MALAT1-mediated cisplatin resistance, the present study aimed to detect KLF4 level following MALAT1 or miR-145 overexpression. As demonstrated in Fig. 3A and B, miR-145 mimics and pcDNA-MALAT1 significantly increased miR-145 level and MALAT1 level in A549 cells, respectively. As hypothesized, the overexpression of MALAT1 markedly increased KLF4 mRNA level while miR-145 mimics decreased KLF4 mRNA level, and a combination of MALAT1 and miR-145 overexpression rescued miR-145-induced KLF4 downregulation (Fig. 3C). Consistently, MALAT1 overexpression increased KLF4 protein level compared with transfection of pcDNA3 and miR-145 mimics triggered a decrease in KLF4 protein level compared with cells transfected with miR-NC mimics (Fig. 3D). These data indicated that MALAT1 may function through the miR-145/KLF4 axis, to confer cisplatin resistance in NSCLC cells.

MALAT1 directly regulates miR-145 to control KLF4 levels

To confirm whether MALAT1 increased KLF4 level via targeting miR-145, a luciferase assay in 293 cells was performed. In cells transfected with KLF4 3′UTR-WT, it was identified that miR-145 mimics led to a decrease of luciferase activity and MALAT1 overexpression rescued this luciferase activity change (Fig. 4). This result indicated that KLF4 was regulated by MALAT1 via miR-145.

MALAT1 silencing reverses cisplatin resistance in A549rCDDP cells

The present study then aimed to confirm whether MALAT1 contributed to cisplatin resistance in NSCLC cells by siRNA-mediated gene silencing. As demonstrated in Fig. 5A, MALAT1 siRNA1 and siRNA2 significantly knocked down MALAT1 expression in A549rCDDP cells. Following MALAT1 silencing, cisplatin treatment induced a significant decrease in cell viability in A549rCDDP cells (Fig. 5B). Furthermore, compared with A549rCDDP cells treated with cisplatin, a significant increase in the rate of cell apoptosis was observed in MALAT1-silenced A549rCDDP cells following cisplatin treatment (Fig. 5C and D). These results directly indicated that the increase of MALAT1 contributed to cisplatin resistance in NSCLC.

Discussion

Cisplatin-based chemotherapy is a major therapeutic approach for the treatment of patients with NSCLC. However, although patients may respond to cisplatin at the initiation of the treatment, cisplatin exposure would induce a series of adaptive responses, leading to cisplatin resistance and tumor recurrence (24). The present study identified a MALAT1-miR-145-KLF4 axis was involved in driving cisplatin resistance in NSCLC.

MALAT1 was a well-characterized oncogene involved in the promotion of NSCLC cell proliferation and metastasis (25,26). In the present study, it was also identified that MALAT1 levels were positively associated with histological grade and occurrence of metastasis. Recently, the upregulation of MALAT1 was demonstrated to increase Histone-lysine N-methyltransferase EZH2 protein level and contribute to resistance towards oxaliplatin-based chemotherapy in patients with colorectal cancer (27). In the present study, cisplatin treatment of A549 cells greatly increased MALAT1 level. In addition, there was an elevation of MALAT1 level in A549rCDDP cells compared with the parental A549 cells. Importantly, the silencing of MALAT1 enhanced cisplatin-induced cell proliferation inhibition and cell apoptosis in A549rCDDP cells. These results collectively indicate that the abnormal expression of MALAT1 leads to cisplatin resistance in NSCLC.

Cancer stem cells are only a small proportion of the tumor cell population, and are crucial for tumor cell metastasis and drug resistance (28,29). As a key transcription factor in regulating cell reprogramming and an important gene in the maintenance of cancer cell stemness (30,31), KLF4 has been suggested to be associated with chemotherapy resistance in various types of cancer, including NSCLC (18,32). A previous study identified that following benzo[a]pyrene treatment, an increase in KLF4 and MALAT1 protein levels was detected during the malignant transformation of the human bronchial epithelial BEAS-2B cell line (33). However, to the best of our knowledge, the regulatory association between KLF4 and MALTA1, and how their interplay contributed to cisplatin resistance has not yet been studied. KLF4 is a direct target of miR-145 (22). In the present study, in the A549 cells, it was identified that KLF4 was negatively regulated by miR-145 and positively regulated by MALAT1 at mRNA and protein levels. Using a luciferase assay, it was confirmed that MALAT1 indirectly regulated KLF4 at a transcription level via the repression of miR-145. These data indicated that MALTA1 may contribute to cisplatin resistance via regulating KLF4 level.

In conclusion, the data of the present study demonstrated that the MALAT1-miR-145-KLF4 axis functions as an important inducer of cisplatin resistance in NSCLC. Therefore, MALAT1 may be a promising predictor of cisplatin response and therapeutic target for patients with NSCLC.

Acknowledgements

Not applicable.

Funding

No funding was received.

Availability of data and materials

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

Authors' contributions

YC designed the study, analyzed the data and wrote the manuscript. GL, XZ and FD collected the tissue samples, performed the experiments, and analyzed the data. RZ performed the experiments and analyzed the data.

Ethics approval and consent to participate

The present study was approved by the Ethics Committee of Shouguang People's Hospital. Each patient provided written consent to participate.

Patient consent for publication

Patients consented to the publication of their data.

Competing interests

The authors declare that they have no competing interests.

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October-2018
Volume 16 Issue 4

Print ISSN: 1792-1074
Online ISSN:1792-1082

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Spandidos Publications style
Cui Y, Li G, Zhang X, Dai F and Zhang R: Increased MALAT1 expression contributes to cisplatin resistance in non‑small cell lung cancer. Oncol Lett 16: 4821-4828, 2018
APA
Cui, Y., Li, G., Zhang, X., Dai, F., & Zhang, R. (2018). Increased MALAT1 expression contributes to cisplatin resistance in non‑small cell lung cancer. Oncology Letters, 16, 4821-4828. https://doi.org/10.3892/ol.2018.9293
MLA
Cui, Y., Li, G., Zhang, X., Dai, F., Zhang, R."Increased MALAT1 expression contributes to cisplatin resistance in non‑small cell lung cancer". Oncology Letters 16.4 (2018): 4821-4828.
Chicago
Cui, Y., Li, G., Zhang, X., Dai, F., Zhang, R."Increased MALAT1 expression contributes to cisplatin resistance in non‑small cell lung cancer". Oncology Letters 16, no. 4 (2018): 4821-4828. https://doi.org/10.3892/ol.2018.9293