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Hsu SC, Chang SY, Hwang YT, Terng HJ, Tsai CL, Shen CH, Huang SK, Chian CF. mRNA markers associated with malignant pleural effusion. Sci Rep 2023; 13:6677. [PMID: 37095178 PMCID: PMC10126123 DOI: 10.1038/s41598-023-32872-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 04/04/2023] [Indexed: 04/26/2023] Open
Abstract
Malignant pleural effusions (MPE) commonly result from malignant tumors and represent advanced-stage cancers. Thus, in clinical practice, early recognition of MPE is valuable. However, the current diagnosis of MPE is based on pleural fluid cytology or histologic analysis of pleural biopsies with a low diagnostic rate. This research aimed to assess the diagnostic ability of eight previously identified Non-Small Cell Lung Cancer (NSCLC)-associated genes for MPE. In the study, eighty-two individuals with pleural effusion were recruited. There were thirty-three patients with MPE and forty-nine patients with benign transudate. mRNA was isolated from the pleural effusion and amplified by Quantitative real-time PCR. The logistic models were further applied to evaluate the diagnostic performance of those genes. Four significant MPE-associated genes were discovered in our study, including Dual-specificity phosphatase 6 (DUSP6), MDM2 proto-oncogene (MDM2), Ring finger protein 4 (RNF4), and WEE1 G2 Checkpoint Kinase (WEE1). Pleural effusion with higher expression levels of MDM2 and WEE1 and lower expression levels of RNF4 and DUSP6 had a higher possibility of being MPE. The four-gene model had an excellent performance distinguishing MPE and benign pleural effusion, especially for pathologically negative effusions. Therefore, the gene combination is a suitable candidate for MPE screening in patients with pleural effusion. We also identified three survival-associated genes, WEE1, Neurofibromin 1 (NF1), and DNA polymerase delta interacting protein 2 (POLDIP2), which could predict the overall survival of patients with MPE.
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Affiliation(s)
- Shih-Chang Hsu
- Department of Emergency, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan, ROC
- Emergency Department, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan, ROC
| | - Shan-Yueh Chang
- Division of Pulmonary and Critical Medicine, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Yi-Ting Hwang
- Department of Statistics, National Taipei University, Taipei, Taiwan, ROC
| | | | - Chen-Liang Tsai
- Division of Pulmonary and Critical Medicine, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Chih-Hao Shen
- Division of Pulmonary and Critical Medicine, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Shau Ku Huang
- National Institute of Environmental Health Sciences, National Health Research Institutes, Zhunan, Taiwan, ROC
- Johns Hopkins Asthma and Allergy Center, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Chih-Feng Chian
- Division of Pulmonary and Critical Medicine, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, ROC.
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Zhao W, Cao XS, Han YL, Wen XH, Zheng WQ, Hu ZD. Diagnostic utility of pleural cell-free nucleic acids in undiagnosed pleural effusions. Clin Chem Lab Med 2022; 60:1518-1524. [PMID: 35786439 DOI: 10.1515/cclm-2022-0519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 06/22/2022] [Indexed: 11/15/2022]
Abstract
Pleural effusion (PE) is a common sign caused by various disorders. Microbiology, histology and cytology are reference standards for these disorders. However, these diagnostic tools have limitations, including invasiveness, high cost, long turnaround time, and observer-dependent. Soluble biomarkers in pleural fluid (PF) are promising diagnostic tools because they are mininvasive, economical, and objective. Recent studies have revealed that some cell-free nucleic acids (e.g., DNA, mRNA, microRNA, and lncRNA) in PF are potential diagnostic markers for many disorders. Here, we review the performance of PF cell-free nucleic acids for differentiating and stratification of PE.
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Affiliation(s)
- Wen Zhao
- Department of Laboratory Medicine, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, P.R. China
| | - Xi-Shan Cao
- Department of Laboratory Medicine, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, P.R. China
| | - Yu-Ling Han
- Department of Laboratory Medicine, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, P.R. China
| | - Xu-Hui Wen
- Department of Laboratory Medicine, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, P.R. China
| | - Wen-Qi Zheng
- Department of Laboratory Medicine, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, P.R. China
| | - Zhi-De Hu
- Department of Laboratory Medicine, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, P.R. China
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Cheng C, Yang Y, Yang W, Wang D, Yao C. The diagnostic value of CEA for lung cancer-related malignant pleural effusion in China: a meta-analysis. Expert Rev Respir Med 2021; 16:99-108. [PMID: 34112035 DOI: 10.1080/17476348.2021.1941885] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Objective: To accurately evaluate the diagnostic value of carcinoembryonic antigen (CEA) for malignant pleural effusion associated with lung cancer in the Chinese population.Methods: Three English databases, PubMed, Embase and Web of Science, and two Chinese databases, China National Knowledge Infrastructure (CNKI) and Wanfang Data, up to 5 November 2020, were searched. The literature on the diagnosis of lung cancer-related malignant pleural effusion by CEA in the Chinese population were collected. The data was analyzed by Stata15.0 software.Results: A total of 15 studies were included in the meta-analysis. The combined sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, diagnostic odds ratio were 0.80 (95% CI: 0.74-0.84), 0.92 (95% CI: 0.89-0.95), 10.46 (95% CI: 7.29-15.00), 0.22 (95% CI: 0.17-0.28), 47.26 (95% CI: 28.84-77.44), respectively . The area under the receiver operating characteristic curve was 0.93 (95% CI: 0.91-0.95). No significant publication bias was found (P > 0.05)Conclusion: CEA has anexcellent diagnostic value for patients with lung cancer-related malignant pleural effusion in the Chinese population.
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Affiliation(s)
- Chen Cheng
- Department of Oncology, Jiangdu People's Hospital Affiliated to Medical College of Yangzhou University, Yangzhou, Jiangsu, China
| | - Yongguo Yang
- Department of Pathology, Jiangdu People's Hospital Affiliated to Medical College of Yangzhou University, Yangzhou, Jiangsu, China
| | - Wei Yang
- Department of Oncology, Changzhi People's Hospital, Changzhi, Shanxi, China
| | - Daomeng Wang
- Department of Thoracic Surgery, Jiangdu People's Hospital Affiliated to Medical College of Yangzhou University, Yangzhou, Jiangsu, China
| | - Chen Yao
- Department of Pathology, Jiangdu People's Hospital Affiliated to Medical College of Yangzhou University, Yangzhou, Jiangsu, China
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Ak G, Tada Y, Shimada H, Metintas S, Ito M, Hiroshima K, Tagawa M, Metintas M. Midkine is a potential novel marker for malignant mesothelioma with different prognostic and diagnostic values from mesothelin. BMC Cancer 2017; 17:212. [PMID: 28335760 PMCID: PMC5362983 DOI: 10.1186/s12885-017-3209-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Accepted: 03/21/2017] [Indexed: 11/28/2022] Open
Abstract
Background We evaluated possible diagnostic and prognostic values of serum midkine in malignant pleural mesothelioma in comparison with those of serum mesothelin, a well-established diagnostic biomarker. Methods Serum mesothelin and midkine levels were determined with an enzyme-linked immunosorbent assay. We examined specimens from 95 Turkish cases with malignant pleural mesothelioma, 56 metastatic cancers to pleura, 27 other types of benign pleural diseases and 20 benign asbestos pleurisy. The cut-off values were 1.5 nmol/L for mesothelin and 421 pg/mL for midkine. Results Sensitivity and specificity of mesothelin were 51.6 and 71.4%, 51.6 and 85.2%, and 51.6 and 85% for differentiating mesothelioma from metastatic cancers to pleura, other benign pleural diseases and benign asbestos pleurisy, respectively. Sensitivity and specificity of midkine were 61.1 and 41.1%, 61.1 and 48.1%, and 61.1 and 75% to distinguish mesothelioma from metastatic cancers to pleura, other benign pleural diseases and benign asbestos pleurisy, respectively. Combination of both biomarkers did not improve the differential diagnostic efficacy. Mesothelin levels were elevated in the epitheloid type and in the advanced cases, but were not related to the prognosis. In contrast, elevated baseline levels of midkine were independently associated with a poor prognosis of mesothelioma patients after adjusting for the stage, the histological subtypes and treatment schedules (HR = 1.84; 95% CI: 1.09-3.09) (p = 0.022). Conclusions Serum mesothelin showed moderate sensitivity and high specificity to differentiate malignant pleural mesothelioma from metastatic malignancy to pleura and from benign pleural diseases. In contrast, midkine was a useful marker for predicting prognosis of mesothelioma patients.
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Affiliation(s)
- Guntulu Ak
- Department of Chest Diseases, Medical Faculty, Lung and Pleural Cancers Research and Clinical Center, Eskisehir Osmangazi University, 26 000, Eskisehir, Turkey
| | - Yuji Tada
- Department of Respirology, Graduate School of Medicine, Chiba University, Chiba, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Hideaki Shimada
- Department of Surgery, School of Medicine, Toho University, 6-11-1 Omorinishi, Ota-ku, Tokyo, 143-8541, Japan
| | - Selma Metintas
- Department of Public Health, Medical Faculty, Lung and Pleural Cancers Research and Clinical Center, Eskisehir Osmangazi University, 26 000, Eskisehir, Turkey
| | - Masaaki Ito
- Department of Clinical Oncology, School of Medicine, Toho University, 6-11-1 Omorinishi, Ota-ku, Tokyo, 143-8541, Japan
| | - Kenzo Hiroshima
- Department of Pathology, Tokyo Women's Medical University, Yachiyo Medical Center, Yachiyo, 477-96 Owadasinden, Yachiyo, 276-8524, Japan
| | - Masatoshi Tagawa
- Division of Pathology and Cell Therapy, Chiba Cancer Center Research Institute, 666-2 Nitona, Chuo-ku, Chiba, 260-8717, Japan. .,Department of Molecular Biology and Oncology, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan.
| | - Muzaffer Metintas
- Department of Chest Diseases, Medical Faculty, Lung and Pleural Cancers Research and Clinical Center, Eskisehir Osmangazi University, 26 000, Eskisehir, Turkey.
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Diagnostic value of tumor markers for lung adenocarcinoma-associated malignant pleural effusion: a validation study and meta-analysis. Int J Clin Oncol 2016; 22:283-290. [DOI: 10.1007/s10147-016-1073-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Accepted: 12/02/2016] [Indexed: 12/30/2022]
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MDK Protein Overexpression Correlates with the Malignant Status and Prognosis of Non-small Cell Lung Cancer. Arch Med Res 2015; 46:635-41. [PMID: 26656665 DOI: 10.1016/j.arcmed.2015.11.006] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Accepted: 11/23/2015] [Indexed: 12/30/2022]
Abstract
BACKGROUND AND AIMS Midkine (MDK) is a heparin-binding growth factor and is overexpressed in various types of human cancer. However, little is known about the clinical significance of MDK in non-small cell lung cancer (NSCLC). The aim of this study was to measure MDK protein levels in patients with NSCLC and to explore its clinical significance. METHODS The expression status of MDK in NSCLC at Gene Expression Omnibus (GEO accession number: GSE19804) was observed. The expression of MDK mRNA and protein was examined in NSCLC tissues and normal lung tissues through real-time PCR and Western blot. Meanwhile, the relationship of MDK protein expression levels with clinical characteristics of 186 NSCLC patients was analyzed by immunohistochemistry. RESULTS MDK expression was increased in NSCLC tissues compared with paired normal lung tissues in microarray data (GSE19804). MDK mRNA and protein expression were obviously increased in NSCLC tissues than in paired adjacent normal lung tissues. Using immunohistochemistry, MDK protein overexpression was positively correlated with status of clinical stage, T classification, N classification, and M classification in NSCLC patients. In survival analysis, patients with higher MDK protein expression had a significantly shorter overall survival time than did patients with lower MDK protein expression. Multivariate analysis indicated that the MDK protein overexpression was an independent poor prognostic indicator for patients with NSCLC. CONCLUSIONS MDK plays an important role in NSCLC progression and prognosis and may act as a convincing prognostic indicator for NSCLC patients.
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Wang Y, Yao Y, Liu H, Ma X, Lv T, Yuan D, Xiao X, Yin J, Song Y. Itraconazole can inhibit malignant pleural effusion by suppressing lymphangiogenesis in mice. Transl Lung Cancer Res 2015; 4:27-35. [PMID: 25806344 DOI: 10.3978/j.issn.2218-6751.2014.11.03] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2014] [Accepted: 10/06/2014] [Indexed: 01/30/2023]
Abstract
BACKGROUND The presence of malignant pleural effusion (MPE) indicates a poor prognosis in patients with non-small cell lung cancer (NSCLC). Itraconazole has been identified as a potent inhibitor of endothelial cell proliferation that suppresses angiogenesis; however, its role in the suppression of lymphangiogenesis is still unclear. The aim of this study was to investigate the efficacy of itraconazole for MPE and the mechanism of lymphangiogenesis suppression. METHODS Lewis lung carcinoma (LLC) cells were injected into the mouse pleural cavity to establish the MPE mouse model, followed by randomization of the mice into three groups. Each mice was injected with either a high dose of itraconazole (25 mg/kg, H-ITCZ), a low dose of itraconazole (8 mg/kg, L-ITCZ), or 50 μL of hydroxypropyl-β-cyclodextrin (130 mg/mL, H-β-C) into the pleural cavity four times every 3 days. The MPE of the mice was collected and measured with a 1 mL syringe. The vascular endothelial growth factor-C (VEGF-C) expression level in the MPE was detected by enzyme-linked immunosorbent assay (ELISA), while the VEGF-C expression and lymphatic micro vessel density (LMVD) in the tumor tissue was observed by immunohistochemistry (IHC) staining. RESULTS The number of pleural tumor foci, the volume of pleural effusion, the LMVD and the VEGF-C expression levels in the tumor tissue were significantly reduced in the H-ITCZ-treated group. CONCLUSIONS Our results revealed that itraconazole may play an important role in the MPE mice by suppressing lymphangiogenesis, which demonstrated the usefulness of itraconazole in the treatment of MPE.
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Affiliation(s)
- Yunfen Wang
- 1 Department of Respiratory Medicine, Jinling Hospital, Nanjing Clinical School of Southern Medical University, Nanjing 210002, China ; 2 Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China ; 3 Department of Medical Oncology, 81 Hospital of PLA, Nanjing 210002, China
| | - Yanwen Yao
- 1 Department of Respiratory Medicine, Jinling Hospital, Nanjing Clinical School of Southern Medical University, Nanjing 210002, China ; 2 Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China ; 3 Department of Medical Oncology, 81 Hospital of PLA, Nanjing 210002, China
| | - Hongbin Liu
- 1 Department of Respiratory Medicine, Jinling Hospital, Nanjing Clinical School of Southern Medical University, Nanjing 210002, China ; 2 Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China ; 3 Department of Medical Oncology, 81 Hospital of PLA, Nanjing 210002, China
| | - Xingqun Ma
- 1 Department of Respiratory Medicine, Jinling Hospital, Nanjing Clinical School of Southern Medical University, Nanjing 210002, China ; 2 Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China ; 3 Department of Medical Oncology, 81 Hospital of PLA, Nanjing 210002, China
| | - Tangfeng Lv
- 1 Department of Respiratory Medicine, Jinling Hospital, Nanjing Clinical School of Southern Medical University, Nanjing 210002, China ; 2 Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China ; 3 Department of Medical Oncology, 81 Hospital of PLA, Nanjing 210002, China
| | - Dongmei Yuan
- 1 Department of Respiratory Medicine, Jinling Hospital, Nanjing Clinical School of Southern Medical University, Nanjing 210002, China ; 2 Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China ; 3 Department of Medical Oncology, 81 Hospital of PLA, Nanjing 210002, China
| | - Xinwu Xiao
- 1 Department of Respiratory Medicine, Jinling Hospital, Nanjing Clinical School of Southern Medical University, Nanjing 210002, China ; 2 Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China ; 3 Department of Medical Oncology, 81 Hospital of PLA, Nanjing 210002, China
| | - Jie Yin
- 1 Department of Respiratory Medicine, Jinling Hospital, Nanjing Clinical School of Southern Medical University, Nanjing 210002, China ; 2 Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China ; 3 Department of Medical Oncology, 81 Hospital of PLA, Nanjing 210002, China
| | - Yong Song
- 1 Department of Respiratory Medicine, Jinling Hospital, Nanjing Clinical School of Southern Medical University, Nanjing 210002, China ; 2 Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China ; 3 Department of Medical Oncology, 81 Hospital of PLA, Nanjing 210002, China
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