Literature DB >> 32952660

Analysis of the expression levels and clinical value of miR-365 and miR-25 in serum of patients with non-small cell lung cancer.

Dongxuan Huang1, Wenfang Ou2, Huifen Tong2, Ming Peng2, Yamei Ou2, Zeqing Song2.   

Abstract

The present study aimed to investigate the expression levels and clinical value of miR-365 and miR-25 in serum of patients with non-small cell lung cancer (NSCLC). Patients (180) diagnosed with NSCLC at the Affiliated Hospital of Guangdong Medical University from July 2011 to December 2013 were used as the experimental group. Volunteers (90) undergoing health examinations were used as the control group. The serum of the patients was collected after fasting in the morning. The expression levels of miR-365 and miR-25 in the serum of patients was assessed by quantitative real-time PCR (qRT-PCR), and the relationship among miR-365, miR-25 and the postoperative survival rate of NSCLC patients was analyzed. The relative expression level of miR-25 of patients with peripheral infiltration was significantly higher than that of patients without peripheral infiltration (P<0.05). There were significant differences in the relative expression level of miR-25 in different pathological grades and TNM stages, as well as with lymph node metastasis (P<0.05). The survival rate of NSCLC patients with high expression of miR-25 was significantly lower than that of NSCLC patients with low expression of miR-25 (P<0.05). The relative expression level of miR-365 of patients with peripheral infiltration was significantly lower than that of patients without peripheral infiltration (P<0.05). There were significant differences in the relative expression level of miR-365 in different pathological grades and TNM stages, as well as with lymph node metastasis (P<0.05). The survival rate of NSCLC patients with high expression of miR-365 was significantly higher than that of NSCLC patients with low expression of miR-365 (P<0.05). In conclusion, the expression levels of miR-25 and miR-365 were different in the serum of NSCLC patients, and they were closely related to certain clinical characteristics such as peripheral infiltration, pathological grade, tumor diameter, TNM stage and lymph node metastasis. Moreover, it was revealed that miR-25 and miR-365 affected the 5-year survival rate of patients. miR-25 and miR-365 could be used as important tumor markers to evaluate the prognosis of NSCLC patients. Copyright: © Huang et al.

Entities:  

Keywords:  NSCLC; clinical pathology; miR-25; miR-365; prognosis

Year:  2020        PMID: 32952660      PMCID: PMC7479530          DOI: 10.3892/ol.2020.12053

Source DB:  PubMed          Journal:  Oncol Lett        ISSN: 1792-1074            Impact factor:   2.967


Introduction

Globally, the morbidity and mortality of lung cancer is ranked first among cancers (1). Non-small cell lung cancer (NSCLC) is cytological subtype of lung cancer. More than 85% of patients with lung cancer are NSCLC patients (2). According to statistics, more than 1.3 million people succumb to lung cancer every year worldwide. In recent years, medical treatments of NSCLC have been continuously improved, however, the 5-year survival rate of patients with advanced NSCLC is less than 20% (3). At present, the treatments of lung cancer include radiotherapy, surgery and chemotherapy. Numerous NSCLC patients present with advanced stage when they are diagnosed, causing difficulty in treatment, high recurrence rate of NSCLC and poor prognosis (4). In order to improve the diagnosis and treatment of NSCLC, it is crucial to identify useful biomarkers that are used for early diagnosis and prognosis monitoring of NSCLC. MicroRNA (miRNA) is an RNA whose length is equal to the length of 19 to 24 nucleotides, which exists in a variety of tissues and blood and can regulate the expression of numerous genes in the body (5). Aberrant expression of miRNAs may lead to tumorigenesis (6) and can affect the occurrence and progression of tumors. In addition, it can also be used to monitor the prognosis of cancers (7). miRNAs that exist in blood circulation are potential medical markers of tumors (8). The expression of miR-25 has been revealed to be upregulated in numerous tumors, and play an important role in regulating tumorigenesis. According to a study by Kondo et al (9) on the expression and the clinical effects of miR-25 in patients with breast cancer, inhibiting the expression of miR-25 could significantly attenuate the proliferation ability of breast cancer cells. Furthermore, miR-25 was revealed to be a potential diagnostic factor of breast cancer. It is speculated that miR-25 may be specifically expressed in NSCLC and has a monitoring function. miR-365 is a microRNA, which is similar to miR-25. A study by Zhang et al (10) indicated that low expression of miR-365 was revealed in human gastric cancer tissues and mouse gastric cancer models. In addition, overexpression of miR-365 could significantly inhibit the proliferation ability and tumorigenic ability of gastric cancer cells. A study by Han et al (11) revealed that high expression of miR-365 was exhibited in breast cancer tissues, and miR-365 was associated with the TNM stage of patients with breast cancer, and that the proliferation and invasion abilities of breast cancer cells could be suppressed by downregulating the expression level of miR-365. In a study by Zhang et al (12), it was revealed that miR-365 played a role in suppressing breast cancer. It is unknown whether miR-365 can suppress NSCLC or not. Based on the aforementioned, miR-365 and miR-25 have been revealed to be aberrantly expressed in various cancers and involved in the progression of these cancers. Therefore, it is surmised that these two miRNAs may also be aberrantly expressed in NSCLC and be related to the progression of the disease. However, there are few studies concerning the clinical role of miR-365 and miR-25 in NSCLC. To explore the clinical role of these two miRNAs in NSCLC, in the present study, the relationship between the expression of miR-25 and miR-365 in serum of NSCLC patients and their clinicopathological parameters was analyzed by detecting the expression of miR-25 and miR-365 in serum of NSCLC patients and comparing NSCLC patients with healthy volunteers in the control group. Furthermore, the relationship among miR-25, miR-365 and the postoperative 5-year survival rate of NSCLC patients was analyzed to identify new minimally invasive biological clinical factors for diagnosis, treatment and prognosis of NSCLC.

Materials and methods

Study subjects

In total, 180 patients, who were diagnosed with NSCLC at the Department of Pathology of Shenzhen Longhua District Central Hospital from July 2011 to December 2013, were used as the experimental group. The diagnosis of patients was based on WHO pathological histological diagnosis criteria. The study subjects had not received antitumor therapy such as radiotherapy and chemotherapy prior to enrollment in the study. The seventh edition of TNM staging diagnosis criteria for lung cancer was used, which was published by the International Association for the Study of Lung Cancer (13). Among the 180 patients, there were 108 males and 72 females. There were 82 patients >50 years old, and 98 patients were <50 years old. There were 99 patients with a history of smoking. As for the pathological grade, 56 patients were in low grade, 68 patients in middle grade, and 56 patients in high grade. There were 78 patients with lymph node metastasis and 102 patients with no lymph node metastasis. There were 88 patients with peripheral infiltration and 92 patients without peripheral infiltration. According to pathological stage, 43 patients were in stage I, 48 patients in stage II, 39 patients in stage III, and 50 patients in stage IV. The exclusion criteria was as follows: i) Patients with other tumor diseases except NSCLC; ii) patients with severe heart, liver, lung and other organ dysfunctions; iii) patients with incomplete clinical data. Volunteers (n=90), who took a health examination at the Outpatient Department during the same period, were used as the control group. These patients did not have basic diseases such as hypertension, hyperlipemia, and diabetes. General clinical data of the patients in the two groups and clinicopathological data of the patients in the experimental group were recorded. The patients, volunteers and their family members were informed, and an informed consent form was signed. This study was approved by the Medical Ethics Committee of the Affiliated Hospital of Guangdong Medical University.

Instruments and reagents

A real-time fluorescence quantitative PCR instrument (model no. 7300) was purchased from ABI; Thermo Fisher Scientific, Inc. A spectrophotometer (model no. DR5000) was purchased from Hach. A high-speed refrigerated centrifuge (model no. 5418) was purchased from Eppendorf. DEPC water was obtained from Sigma-Aldrich; Merck KGaA. A TRIzol kit was purchased from BioTeke Corporation. A reverse transcription kit was purchased from TaKaRa Bio, Inc. Internal reference primers of miR-25, miR-365 and U6 small nuclear RNA (RNU6B) were designed and synthesized by GeneCopoeia, Inc. The primer sequences are presented in Table I.
Table I.

Primer sequences of miR-25, miR-365 and U6.

GeneForward primerReverse primer
miR-255′-ATCCAGTGCGTGTCGTG-3′5′-TGCTCATTGCACTTGTCTC-3′
miR-3655′-CGTAATGCCCCTAAAAAT-3′5′-GTGCAGGGTCCGAGGT-3′
U65′-ATTGGAACGATACAGAGAAG-3′5′-GGAACGCTTCACGAATTTG-3′

qRT-PCR

The peripheral blood of the patients in the experimental and control groups was collected by biochemical coagulation tubes, then placed in sterile blood collection tubes with a volume of 5 ml. Then, the serum was separated from the blood by a centrifuge and was stored in a refrigerator at −80°C. Serum samples of the patients in the two groups, which were stored in the refrigerator, were removed. Then the temperature of the serum samples was equilibrated with indoor temperature until they completely dissolved. The serum samples (500 µl) were transferred to new EP tubes. Then total RNA was extracted from the serum according to the instructions of the TRIzol serum extraction kits. Next, the concentration and purity of the extracted total RNA were detected by a DR5000 UV–VIS spectrophotometer. Lastly, 2 µl of total RNA was collected, and was reversely-transcribed into cDNA according to the instructions of the TaKaRa reverse transcription kits. cDNA was stored at −20°C. U6 was used as an internal reference gene. The reaction system was as follows: 10 µl of PCR Premix, 2 µl of upstream primers (10X), 2 µl of downstream primers (10X), 5 µl of dd water (Rnase- and Dnase-free). The PCR amplification cycle conditions were as follows: 90°C for 5 min, 90°C for 5 sec, 60°C for 30 sec, 72°C for 5 sec, 40 cycles. The PCR reaction conditions were as follows: Pre-denaturation at 94°C for 3 min. The cycle parameters were: 95°C for 60 sec, 95°C for 30 sec, 60°C for 90 sec, 40 cycles. Three replicate wells were detected for each sample miRNA. The data of the results were analyzed by 2−ΔΔCq (14).

Follow-up

The 180 patients were followed-up by telephone or visits. The follow-up was carried out trimonthly for 5 years. The deadline of the follow-up was January 2019. The overall survival period was from the first day after surgery to the date of the last follow-up or to the date of death of the patients.

Statistical analysis

SPSS 21.0 statistical software (EASYBIO) was used to analyze the data. A Chi-square test was used to compare counting data, such as sex, age and weight, between the two groups. The relative expression levels of miR-365 and miR-25 in the two groups were compared by t-test. The relationship between the relative expression levels of miR-365, miR-25 and the clinicopathological parameters of NSCLC patients was analyzed by t-test. The comparison between miR-365, miR-25 and multigroup mean values of pathological grade, TNM stage was carried out by one-way ANOVA. Then pairwise comparison was carried out by Dunnett's t-test. Kaplan-Meier curves were used to establish the survival curves of the patients with high expression and low expression of miR-365 and miR-25. A log-rank test was used to evaluate the difference of the survival curves of the patients in the two groups. When P<0.05, the difference was considered to be statistically significant.

Results

Comparison of general clinical data between the two groups

There was no significant difference between the patients in the experimental group and the subjects in the control group in terms of sex, age, height, weight, educational level, residence, exercise habits, smoking, and drinking (P>0.05; Table II).
Table II.

Comparisons between the clinical data of the patients in the experimental and control groups [n (%)].

CharacteristicsExperimental group (n=180)Control group (n=90)χ2P-value
Sex0.1240.725
  Male108 (60.00)56 (62.22)
  Female72 (40.00)34 (37.78)
Average age (years)1.0690.301
  ≤5098 (54.44)43 (47.78)
  >5082 (45.56)47 (52.22)
Height (cm)1.8960.580
  <16078 (43.33)50 (55.56)
  ≥160102 (56.67)40 (44.44)
Weight (kg)0.1890.664
  <5579 (43.89)37 (41.11)
  ≥55101 (56.11)53 (58.89)
Educational level1.4340.231
  ≤High school89 (49.44)38 (42.22)
  >High school91 (50.56)52 (57.78)
Residence0.1190.731
  City90 (50.00)43 (47.78)
  Countryside90 (50.00)47 (52.22)
Exercise habits2.9830.084
  Yes76 (50.00)48 (53.33)
  No104 (50.00)42 (46.67)
Smoking0.0070.931
  Yes99 (42.22)49 (54.44)
  No81 (57.78)41 (45.56)
Drinking3.0230.082
  Yes96 (53.33)58 (64.44)
  No84 (46.67)32 (35.56)

Comparisons between the relative expression levels of miR-25 and miR-365 in the serum of the patients in the experimental and control groups

The relative expression level of miR-25 of the patients in the experimental group was significantly higher than that of the patients in the control group. The difference was statistically significant (P<0.001). The relative expression level of miR-365 of the patients in experimental group was significantly lower than that of the patients in the control group. The difference was statistically significant (P<0.001; Table III and Fig. 1).
Table III.

Comparisons between the relative expression levels of miR-25 and miR-365 in the serum of the patients in the experimental and control groups (mean ± SD).

GroupnRelative expression level of miR-25Relative expression level of miR-365
Experimental group1800.543±0.1630.435±0.143
Control group  900.246±0.0840.674±0.084
t-value17.3214.64
P-value  <0.001  <0.001
Figure 1.

Expression of miR-25 and miR-365 in the experimental and control groups of NSCLC patients. (A) The expression of miR-25 of the patients in the experimental group. qRT-PCR revealed that the relative expression level of miR-25 of the patients in the experimental group was significantly higher than that of the patients in the control group. (B) The expression of miR-365 of the patients in the experimental group. qRT-PCR revealed that relative expression level of miR-365 of the patients in the experimental group was significantly lower than that of the patients in the control group. *P<0.05 vs. the control group.

Relationship between the expression of miR-25 and clinicopathological features

qRT-PCR was used to detect the expression of miR-25 in the serum of patients with various clinicopathological characteristics. There was no difference in the relative expression level of miR-25 of the patients in the experimental group although the patients had different ages, sex, history of smoking and pathological types (P>0.05). The relative expression level of miR-25 of patients with peripheral infiltration was significantly higher than that of patients without peripheral infiltration (P<0.05). There was a significant difference in the relative expression level of miR-25 in different pathological grades (P<0.05). The relative expression level of miR-25 of patients whose tumor diameter was <3.0 cm was significantly lower than that of patients whose tumor diameter was ≥3.0 cm (P<0.05). There was a significant difference in the relative expression level of miR-25 in different TNM stages (P<0.05). The relative expression level of miR-25 of patients with lymph node metastasis was significantly higher than that of patients without lymph node metastasis (P<0.05; Table IV).
Table IV.

Relationship between the relative expression level of miR-25 and clinicopathological features ( ± SD).

Pathological parametersnRelative expression level of miR-25t/F-valueP-value
Sex1.1790.240
  Male1080.524±0.076
  Female720.538±0.081
Age (years)0.4140.679
  ≤50980.546±0.082
  >50820.541±0.079
History of smoking0.4960.621
  Yes990.554±0.091
  No810.561±0.098
Peripheral infiltration8.844<0.001
  Yes880.542±0.075
  No920.455±0.056
Pathological grades54.643<0.001
  High560.435±0.048
  Middle680.489±0.056[a]
  Low560.547±0.065[a,b]
Tumor diameter9.069<0.001
  <3.0 cm830.485±0.076
  ≥3.0 cm970.597±0.088
TNM stages89.623<0.001
  I430.445±0.043
  II480.502±0.053[c]
  III390.570±0.057[c,d]
  IV500.623±0.066[ce]
Lymph node metastasis13.781<0.001
  Yes780.613±0.078
  No1020.466±0.065
Pathological type1.8030.073
  Squamous carcinoma330.513±0.081
  Adenocarcinoma1470.549±0.108

P<0.05, compared with pathological high differentiation

P<0.05, compared with pathological middle differentiation

P<0.05, compared with TNM stage I

P<0.05, compared with TNM stage II

P<0.05, compared with TNM stage III.

Relationship between the expression of miR-365 and clinicopathological features

qRT-PCR was used to detect the expression of miR-365 in the serum of patients with various clinicopathological characteristics. There was no significant difference in the relative expression level of miR-365 of the patients in the experimental group although the patients had different ages, sex, history of smoking and pathological types (P>0.05). The relative expression level of miR-365 of the patients with peripheral infiltration was significantly lower than that of patients without peripheral infiltration (P<0.05). There was a significant difference in the relative expression level of miR-365 in different pathological grades (P<0.05). The relative expression level of miR-365 of patients whose tumor diameter was <3.0 cm was significantly higher than that of patients whose tumor diameter was ≥3.0 cm (P<0.05). There was a significant difference in the relative expression level of miR-365 in different TNM stages (P<0.05). The relative expression level of miR-365 of patients with lymph node metastasis was significantly lower than that of patients without lymph node metastasis (P<0.05; Table V).
Table V.

Relationship between the relative expression level of miR-365 and clinicopathological features ( ± SD).

Pathological parametersnRelative expression level of miR-365t/F-valueP-value
Sex0.4380.662
  Male1080.429±0.088
  Female720.435±0.093
Age (years)0.5570.579
  ≤50980.438±0.076
  >50820.432±0.067
History of smoking0.4240.672
  Yes990.432±0.087
  No810.438±0.103
Peripheral infiltration8.910<0.001
  Yes880.367±0.055
  No920.457±0.078
Pathological grades46.536<0.001
  High560.489±0.056
  Middle680.439±0.076[a]
  Low560.377±0.045[a,b]
Tumor diameter6.363<0.001
  <3.0 cm830.484±0.087
  ≥3.0 cm970.398±0.094
TNM stages33.257<0.001
  I430.499±0.056
  II480.459±0.063[c]
  III390.410±0.077[c,d]
  IV500.375±0.060[ce]
Lymph node metastasis9.984<0.001
  Yes780.381±0.077
  No1020.486±0.064
Pathological type1.2360.218
  Squamous carcinoma330.445±0.056
  Adenocarcinoma1470.465±0.089

P<0.05, compared with pathological high differentiation

P<0.05, compared with pathological middle differentiation

P<0.05, compared with TNM stage I

P<0.05, compared with TNM stage II

P<0.05, compared with TNM stage III.

Survival condition of NSCLC patients

According to a critical value, which was the median of the relative expression levels of miR-25 and miR-365 in the serum of the patients in the experimental group, there were 88 patients (≥0.543) in the miR-25 high-expression group and 92 patients in miR-25 low-expression group (<0.543). There were 102 patients (≥0.435) in the miR-365 high expression group and 78 patients (<0.435) in the miR-365 low expression group. The 5-year overall survival rate of the patients in the miR-25 high-expression group [43.18% (38/88)] was significantly lower than that of the patients in the miR-25 low-expression group [75.00% (69/92); P<0.05]. The 5-year overall survival rate of the patients in the miR-365 high-expression group [76.47% (78/102)] was significantly higher than that of the patients in miR-365 low-expression group [43.59% (34/78); P<0.05; Fig. 2].
Figure 2.

The survival condition of the patients in the experimental group. (A) The 5-year overall survival rate of the patients in the miR-25 high-expression group was significantly lower than that of the patients in the miR-25 low-expression group (P<0.05). (B) The 5-year overall survival rate of the patients in the miR-365 high-expression group was significantly higher than that of the patients in the miR-365 low-expression group (P<0.05).

Discussion

In recent years, the morbidity and mortality of lung cancer have been increasing. Currently, deaths caused by lung cancer account for ~18% of cancer-related deaths worldwide, with non-small cell lung cancer accounting for the vast majority (15). Some risk factors that lead to NSCLC are smoking, air pollution, ionizing radiation, and genetic factors (16). The probability that NSCLC patients have distant metastasis and local lymph node metastasis is high. Moreover, NSCLC patients generally have no evident clinical symptoms, as a result, the early diagnosis of NSCLC patients is difficult. Numerous patients are in advanced stage (III-B-IV) and have distant metastasis and local lymph node metastasis when they are diagnosed, and are therefore not eligible to receive radical surgery (17,18). Thus, finding effective NSCLC prognostic markers is of great significance for treating patients. Numerous studies have revealed that the aberrant expression of a great number of miRNAs is closely correlated with cancer progression. miRNAs have been revealed to be involved in the occurrence and progression of cancer by regulating the expression of its target genes and cooperating with target genes (19–22). Since miR-25 and miR-365 were identified, the medical community has been carrying out some in-depth studies on them. More and more scholars have revealed that miR-25 and miR-365 are aberrantly expressed in various cancers (23–25), and they could be used as new tumor markers. In a study by Chen et al (26), it was revealed that the expression level of miR-25 in lung cancer tissues was significantly higher than that in normal tissues. Their study confirmed that miR-25 may be an oncogene, which can control apoptosis of lung cancer cells by targetedly regulating the expression of tumor suppressor gene RGS3. In the present study, the expression of miR-25 was also increased in the serum of NSCLC patients. Possibly the progression of tumors can be suppressed by inhibiting the expression of miR-25. A study by Xiang et al (27) revealed that the relative expression level of miR-25 in lung cancer tissues was significantly higher than that in normal lung tissues, and that miR-25 could control apoptosis, metastasis and invasion of lung cancer cells by targetedly regulating FBXW7. Their study confirmed that miR-25 was involved in the occurrence and progression of lung cancer. The survival curves of NSCLC patients were analyzed in the present study. The results revealed that the higher the relative expression level of miR-25 was, the lower the 5-year survival rate of patients was, and that the expression of miR-25 was related to lymph node metastasis and peripheral infiltration. This result indicated that miR-25 may also be involved in the occurrence and progression of NSCLC. The expression of miR-365 has been revealed to be downregulated in some malignant tumors such as malignant melanoma (28), epidermal squamous cell carcinoma (29), and colon cancer (30). The expression of miR-365 was also downregulated in the serum of NSCLC patients in the present study. The result of this study was consistent with the results of other studies, and it was confirmed that miR-365 plays the same role in NSCLC. A study by Nie et al (31) revealed that low expression of miR-365 was exhibited in cancer tissues and serum of patients with pancreatic cancer, and that miR-365 was closely related to distant metastasis and clinical stage of patients with pancreatic cancer. The study also revealed that miR-365 could be used as an independent prognostic factor of the overall survival rate of patients with pancreatic cancer, and that overexpression of miR-365 could inhibit proliferation and invasion of pancreatic cancer cells. Therefore, when the expression of miR-365 was downregulated, tumor growth was observed. In the present study, the survival curves of NSCLC patients revealed that the lower the relative expression level of miR-365 was, the lower the 5-year survival rate of the patients was, which confirmed that the downregulation of miR-365 indicated worse prognosis. Therefore, the relative expression level of miR-365 of NSCLC patients with peripheral infiltration was significantly lower than that of NSCLC patients without peripheral infiltration, which indicated that miR-365 was involved in the occurrence and progression of NSCLC, and that downregulation of miR-365 indicated proliferation of cancers. miR-365 could be used as a potential molecular marker of NSCLC. With the disclosure of the medical uses of miRNAs, it is believed that miRNAs can provide a breakthrough and improve the treatment of cancers in the near future. In the present study, miR-365 and miR-25 were revealed to be aberrantly expressed in the serum of NSCLC patients and associated with the prognosis of patients, indicating that they have the potential to be therapeutic targets for NSCLC. Previous studies have revealed that miR-25 and miR-365 are involved in tumor development by regulating their downstream target genes, for example, miR-365 could target Bcl-2 to induce the apoptosis of HCC cells (32). miR-365 could also target the volatilizing and anticancer effects of CYR61 in osteosarcoma (33). miR-25 promoted the development of liver cancer by inhibiting RhoGDI1 (34). These studies revealed that miR-365 and miR-25 play a significant role in the development of tumors. However, this study, as a clinical study, did not conduct cell experiments to explore the specific role and mechanism of miR-365 and miR-25 in NSCLC. In addition, due to the insufficient number of qualified specimens of cancer tissues and adjacent tissues obtained, their expression in tissues was not detected. It is hoped that further cell research and the increase of the number of tissue specimens can be achieved in the future. In summary, the expression of miR-25 and miR-365 was different in the serum of NSCLC patients, and these miRNAs could be used as important tumor markers to evaluate the prognosis of NSCLC patients.
  34 in total

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Authors:  S Novello; F Barlesi; R Califano; T Cufer; S Ekman; M Giaj Levra; K Kerr; S Popat; M Reck; S Senan; G V Simo; J Vansteenkiste; S Peters
Journal:  Ann Oncol       Date:  2016-09       Impact factor: 32.976

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Authors:  Yawei Xu; Haijiao Chu; Yan Zhou; Junling Wang; Changying Dong; Rui Yin
Journal:  Biomed Pharmacother       Date:  2017-12-27       Impact factor: 6.529

5.  Overexpression of microRNA-365 inhibits breast cancer cell growth and chemo-resistance through GALNT4.

Authors:  J Zhang; Z Zhang; Q Wang; X-J Xing; Y Zhao
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7.  The International Epidemiology of Lung Cancer: Latest Trends, Disparities, and Tumor Characteristics.

Authors:  Ting-Yuan David Cheng; Susanna M Cramb; Peter D Baade; Danny R Youlden; Chukwumere Nwogu; Mary E Reid
Journal:  J Thorac Oncol       Date:  2016-06-27       Impact factor: 15.609

8.  Fulminant onset of insulin-dependent diabetes with positive anti-GAD antibody titers during treatment with nivolumab in a patient with NSCLC.

Authors:  Nobuko Matsuura; Genju Koh; Chihiro Konishi; Satoshi Minamino; Yoshinori Takahara; Hiromasa Harada; Ken Kodama; Masanori Emoto
Journal:  Cancer Immunol Immunother       Date:  2018-07-11       Impact factor: 6.968

9.  A novel panel of serum miR-21/miR-155/miR-365 as a potential diagnostic biomarker for breast cancer.

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Journal:  Ann Surg Treat Res       Date:  2017-01-31       Impact factor: 1.859

10.  Cell-free Circulating miRNA Biomarkers in Cancer.

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Journal:  J Cancer       Date:  2012-10-13       Impact factor: 4.207

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