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Ji XY, Li H, Chen HH, Lin J. Diagnostic performance of RASSF1A and SHOX2 methylation combined with EGFR mutations for differentiation between small pulmonary nodules. J Cancer Res Clin Oncol 2023; 149:8557-8571. [PMID: 37097393 DOI: 10.1007/s00432-023-04745-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Accepted: 04/03/2023] [Indexed: 04/26/2023]
Abstract
BACKGROUND AND AIM Aberrant methylation of Ras association domain family 1, isoform A (RASSF1A), and short-stature homeobox gene 2 (SHOX2) promoters has been validated as a pair of valuable biomarkers for diagnosing early lung adenocarcinomas (LUADs). Epidermal growth factor receptor (EGFR) is the key driver mutation in lung carcinogenesis. This study aimed to investigate the aberrant promoter methylation of RASSF1A and SHOX2, and the genetic mutation of EGFR in 258 specimens of early LUADs. METHODS We retrospectively selected 258 paraffin-embedded samples of pulmonary nodules measuring 2 cm or less in diameter and evaluated the diagnostic performance of individual biomarker assays and multiple panels between noninvasive (group 1) and invasive lesions (groups 2A and 2B). Then, we investigated the interaction between genetic and epigenetic alterations. RESULTS The degree of RASSF1A and SHOX2 promoter methylation and EGFR mutation was significantly higher in invasive lesions than in noninvasive lesions. The three biomarkers distinguished between noninvasive and invasive lesions with reliable sensitivity and specificity: 60.9% sensitivity [95% confidence interval (CI) 52.41-68.78] and 80.0% specificity (95% CI 72.14-86.07). The novel panel biomarkers could further discriminate among three invasive pathological subtypes (area under the curve value > 0.6). The distribution of RASSF1A methylation and EGFR mutation was considerably exclusive in early LUAD (P = 0.002). CONCLUSION DNA methylation of RASSF1A and SHOX2 is a pair of promising biomarkers, which may be used in combination with other driver alterations, such as EGFR mutation, to support the differential diagnosis of LUADs, especially for stage I.
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Affiliation(s)
- Xiang-Yu Ji
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, People's Republic of China
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, People's Republic of China
| | - Hong Li
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, People's Republic of China
| | - Hui-Hui Chen
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, People's Republic of China
| | - Jie Lin
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, People's Republic of China.
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, People's Republic of China.
- National Virtual and Reality Experimental Education Center for Medical Morphology, Southern Medical University, Guangzhou, People's Republic of China.
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Sarne V, Huter S, Braunmueller S, Rakob L, Jacobi N, Kitzwögerer M, Wiesner C, Obrist P, Seeboeck R. Promoter Methylation of Selected Genes in Non-Small-Cell Lung Cancer Patients and Cell Lines. Int J Mol Sci 2020; 21:E4595. [PMID: 32605217 PMCID: PMC7369760 DOI: 10.3390/ijms21134595] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 06/26/2020] [Accepted: 06/26/2020] [Indexed: 01/03/2023] Open
Abstract
Specific gene promoter DNA methylation is becoming a powerful epigenetic biomarker in cancer diagnostics. Five genes (CDH1, CDKN2Ap16, RASSF1A, TERT, and WT1) were selected based on their frequently published potential as epigenetic markers. Diagnostic promoter methylation assays were generated based on bisulfite-converted DNA pyrosequencing. The methylation patterns of 144 non-small-cell lung cancer (NSCLC) and 7 healthy control formalin-fixed paraffin-embedded (FFPE) samples were analyzed to evaluate the applicability of the putative diagnostic markers. Statistically significant changes in methylation levels are shown for TERT and WT1. Furthermore, 12 NSCLC and two benign lung cell lines were characterized for promoter methylation. The in vitro tests involved a comparison of promoter methylation in 2D and 3D cultures, as well as therapeutic tests investigating the impact of CDH1/CDKN2Ap16/RASSF1A/TERT/WT1 promoter methylation on sensitivity to tyrosine kinase inhibitor (TKI) and DNA methyl-transferase inhibitor (DNMTI) treatments. We conclude that the selected markers have potential and putative impacts as diagnostic or even predictive marker genes, although a closer examination of the resulting protein expression and pathway regulation is needed.
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MESH Headings
- Aged
- Antigens, CD/genetics
- Antigens, CD/metabolism
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Cadherins/genetics
- Cadherins/metabolism
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/metabolism
- Carcinoma, Non-Small-Cell Lung/pathology
- DNA Methylation
- Female
- Gene Expression Regulation, Neoplastic
- Humans
- Lung Neoplasms/genetics
- Lung Neoplasms/metabolism
- Lung Neoplasms/pathology
- Male
- Middle Aged
- Prognosis
- Promoter Regions, Genetic
- Tumor Cells, Cultured
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Affiliation(s)
- Victoria Sarne
- Department Life Sciences, IMC University of Applied Sciences Krems, 3500 Krems, Austria; (V.S.); (S.B.); (L.R.); (N.J.); (C.W.)
| | - Samuel Huter
- Pathologylab Dr. Obrist & Dr. Brunhuber OG, 6511 Zams, Austria; (S.H.); (P.O.)
| | - Sandrina Braunmueller
- Department Life Sciences, IMC University of Applied Sciences Krems, 3500 Krems, Austria; (V.S.); (S.B.); (L.R.); (N.J.); (C.W.)
| | - Lisa Rakob
- Department Life Sciences, IMC University of Applied Sciences Krems, 3500 Krems, Austria; (V.S.); (S.B.); (L.R.); (N.J.); (C.W.)
| | - Nico Jacobi
- Department Life Sciences, IMC University of Applied Sciences Krems, 3500 Krems, Austria; (V.S.); (S.B.); (L.R.); (N.J.); (C.W.)
| | - Melitta Kitzwögerer
- Clinical Institute of Pathology, University Hospital St. Poelten, Karl Landsteiner University of Health Sciences, 3100 St. Pölten, Austria;
| | - Christoph Wiesner
- Department Life Sciences, IMC University of Applied Sciences Krems, 3500 Krems, Austria; (V.S.); (S.B.); (L.R.); (N.J.); (C.W.)
| | - Peter Obrist
- Pathologylab Dr. Obrist & Dr. Brunhuber OG, 6511 Zams, Austria; (S.H.); (P.O.)
| | - Rita Seeboeck
- Department Life Sciences, IMC University of Applied Sciences Krems, 3500 Krems, Austria; (V.S.); (S.B.); (L.R.); (N.J.); (C.W.)
- Clinical Institute of Pathology, University Hospital St. Poelten, Karl Landsteiner University of Health Sciences, 3100 St. Pölten, Austria;
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Sun X, Yuan W, Hao F, Zhuang W. Promoter Methylation of RASSF1A indicates Prognosis for Patients with Stage II and III Colorectal Cancer Treated with Oxaliplatin-Based Chemotherapy. Med Sci Monit 2017; 23:5389-5395. [PMID: 29128865 PMCID: PMC5697441 DOI: 10.12659/msm.903927] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Background The purpose of this study was to investigate the prognostic significance of methylation of RAS association domain family protein 1 (RASSF1A) in the promoter region for patients with stage II and III colorectal cancer (CRC) receiving oxaliplatin-based chemotherapy. Material/Methods There were 108 eligible CRC patients and 78 healthy controls included in this study. Methylation-specific polymerase chain reaction (MSP) was applied to detect the methylation status of RASSF1A in patients before and after chemotherapy. The effects of RASSF1A methylation on chemotherapy-sensitivity and prognosis for patients were also evaluated in the present study. Results The frequency of RASSF1A methylation was higher in CRC patients than in the healthy controls (48.44% versus 5.13%, p<0.001). After two cycles of chemotherapy, methylation ratio was significantly decreased (21.30%, p<0.001). Promoter methylation of RASSF1A was significantly correlated with tumor stage and pathological differentiation (p=0.008 and p=0.007, respectively). Patients without methylation had a favorable objective response (OR), compared with those with methylation (53.33% versus 25%, p=0.014). Methylation status of RASSF1A could influence progression-free survival and overall survival (log rank test, p<0.05). Cox regression analysis indicated that RASSF1A methylation (HR=2.471, 95% CI=1.125–5.428, p=0.024) and OR (HR=2.678, 95% CI=1.085–6.610, p 0.033) were independently correlated with prognosis for patients treated with oxaliplatin-based chemotherapy. Conclusions Promoter methylation of RASSF1A can influence sensitivity to oxaliplatin-based chemotherapy, which can be used to predict outcomes for patients with stage II and III CRC. In addition, the aberrant methylation may be a promising target for improving chemotherapy efficacy.
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Affiliation(s)
- Xicai Sun
- Department of Health Management, Weifang People's Hospital, Weifang, Shandong, China (mainland)
| | - Wei Yuan
- Department of Radiotherapy, Weifang People's Hospital, Weifang, Shandong, China (mainland)
| | - Furong Hao
- Department of Radiotherapy, Weifang People's Hospital, Weifang, Shandong, China (mainland)
| | - Wenzhen Zhuang
- Medical Record Management Section, Weifang People's Hospital, Weifang, Shandong, China (mainland)
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Zhang C, Yu W, Wang L, Zhao M, Guo Q, Lv S, Hu X, Lou J. DNA Methylation Analysis of the SHOX2 and RASSF1A Panel in Bronchoalveolar Lavage Fluid for Lung Cancer Diagnosis. J Cancer 2017; 8:3585-3591. [PMID: 29151944 PMCID: PMC5687174 DOI: 10.7150/jca.21368] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Accepted: 08/28/2017] [Indexed: 12/22/2022] Open
Abstract
Introduction: Currently the majority of lung cancer patients are diagnosed as advanced diseases for no sensitive and specific biomarkers exist, noninvasive biomarkers with high sensitivity and specificity are urgently needed in lung cancer diagnosis. Bronchoscopy is a standard procedure of the diagnostic work-up of patients with suspected lung cancer despite of the limited diagnostic accuracy. Besides, epigenetic changes through DNA methylation play an important role in tumorigenesis. Thus, we examined the aberrant methylation of the SHOX2 and RASSF1A in bronchoalveolar lavage fluid (BALF) in comparing with conventional cytology examination and serum CEA in order to evaluate the new diagnostic method. Patients and Methods: BALF and serum samples were collected from 322 patients at the time of diagnosis, 284 of them were pathologically confirmed lung cancer, 35 were benign lung diseases and 3 were malignancies in other systems. For all of the 322 patients, the methylation status of the SHOX2 and RASSF1A gene were detected by a new RT-PCR platform and then confirmed by sanger sequencing. Serum CEA were detected using electrochemiluminescence immunoassay. Results: Profiling data showed the consistency of RT-PCR and sanger sequencing in detecting the methylation of the SHOX2 and RASSF1A. Besides, the combination of SHOX2 and RASSF1A methylation in BALF yielded a diagnostic sensitivity of 81.0% and specificity of 97.4%. When compared with established cytology examination (sensitivity: 68.3%, specificity: 97.4%) and serum biomarker carcinoembryonic antigen (CEA) (sensitivity: 30.6%, specificity: 100.0%), the SHOX2 and RASSF1A methylation panel showed the highest diagnostic efficiency. Notably, the combination of cytology and the SHOX2 and RASSF1A methylation panel could significantly improve the diagnostic efficacy. Conclusion: The methylation analysis of the SHOX2 and RASSF1A panel in BALF with RT-PCR achieved a satisfactory sensitivity and specificity in lung cancer diagnosis, especially in an early stage. It could be used as a promising noninvasive biomarker for auxiliary diagnosis of lung cancer.
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Affiliation(s)
- Chenzi Zhang
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Wenjun Yu
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Lin Wang
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Mingna Zhao
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Qiaomei Guo
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Shaogang Lv
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Xiaomeng Hu
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Jiatao Lou
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
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Liu D, Chen Y, Sun P, Bai W, Gao A. STAT3 methylation in white blood cells as a novel sensitive biomarker for the toxic effect of low-dose benzene exposure. Toxicol Res (Camb) 2016; 5:800-807. [PMID: 30090390 PMCID: PMC6061912 DOI: 10.1039/c5tx00445d] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Accepted: 01/20/2016] [Indexed: 12/13/2022] Open
Abstract
Alterations in DNA methylation patterns play an essential role in disease process and are associated with cancer risk. To explore the toxic effect and early sensitive biomarker of the health effects of low-dose benzene exposure (LDBE), and investigate the correlation between DNA methylation and the toxic effect of LDBE, a cross-sectional study was conducted in a sample of 571 workers; 312 workers who were exposed to a 1.82 ± 1.16 mg m-3 air benzene concentration were assigned to the LDBE group, while 259 non-known benzene exposure (NBE) workers were assigned to the control group, with an air benzene concentration of 0.06 ± 0.01 mg m-3. Routine blood indexes, alanine transaminase (ALT), oxidative stress parameters and signal transducer and activator of transcription 3 (STAT3) methylation were detected. Compared with the NBE population, the STAT3 methylation level (P = 0.001), Platelets (PLTs) (P = 0.002) and 8-isoprostane-PGFs (8-iso-PGF2a) (P = 0.001) manifested a significant reduction, while ALT (P = 0.002) and 8-hydroxy-2 deoxyguanosine (8-OHdG) (P = 0.002) showed a significant rise in the LDBE population. In addition, a significant correlation was observed between STAT3 methylation and oxidative stress, namely 8-OhdG and 8-iso-PGF2a. Furthermore, a multivariate analysis showed that the STAT3 methylation (structure loadings = 0.909) was the most strongly correlated with the other set of variables, especially with white blood cells (WBCs) (structure loadings = 0.675). Taken together, STAT3 methylation may be the underlying mechanism involved in the early toxic effect of LDBE, therefore, STAT3 methylation can be a novel sensitive biomarker for the toxic effect of low-dose benzene exposure.
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Affiliation(s)
- Di Liu
- Department of Occupational Health and Environmental Health , School of Public Health , Capital Medical University , Beijing 100069 , China . ; ; Tel: +86-10-83911509
- Beijing Key Laboratory of Environmental Toxicology , Capital Medical University , Beijing 100069 , China
| | - Yujiao Chen
- Department of Occupational Health and Environmental Health , School of Public Health , Capital Medical University , Beijing 100069 , China . ; ; Tel: +86-10-83911509
- Beijing Key Laboratory of Environmental Toxicology , Capital Medical University , Beijing 100069 , China
| | - Pengling Sun
- Department of Occupational Health and Environmental Health , School of Public Health , Capital Medical University , Beijing 100069 , China . ; ; Tel: +86-10-83911509
- Beijing Key Laboratory of Environmental Toxicology , Capital Medical University , Beijing 100069 , China
| | - Wenlin Bai
- Department of Occupational Health and Environmental Health , School of Public Health , Capital Medical University , Beijing 100069 , China . ; ; Tel: +86-10-83911509
- Beijing Key Laboratory of Environmental Toxicology , Capital Medical University , Beijing 100069 , China
| | - Ai Gao
- Department of Occupational Health and Environmental Health , School of Public Health , Capital Medical University , Beijing 100069 , China . ; ; Tel: +86-10-83911509
- Beijing Key Laboratory of Environmental Toxicology , Capital Medical University , Beijing 100069 , China
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