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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 2023:10.1007/s00432-023-04745-8. [PMID: 37097393 DOI: 10.1007/s00432-023-04745-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [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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2
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Wang T, Zhang Y, Wang J, Li Y. Diagnostic value of plasma RNF180 gene methylation for gastric cancer: A systematic review and meta-analysis. Front Oncol 2023; 12:1095101. [PMID: 36703788 PMCID: PMC9872154 DOI: 10.3389/fonc.2022.1095101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 12/21/2022] [Indexed: 01/12/2023] Open
Abstract
Objective A systematic evaluation of the diagnostic value of Ring finger protein 180 (RNF180) gene methylation as a novel tumor marker for gastric cancer (GC) is required to improve the early diagnosis of gastric cancer patients. Methods Computer searches of PubMed, Web of Science, Embase, The Cochrane Library, CNKI, CBM, WanFang Data, National Research Register, Cclinical Controlled Trials, Opengrey and VIP databases were conducted from the database's inception to September 1, 2022. Two researchers independently screened the literature, extracted information, and assessed the risk of bias in studies that were included. The meta-analysis was carried out using RevMan 5.3 and Stata 16.0 software. Results A total of 9 studies with a total of 1531 subjects were included. A random-effects meta-analysis revealed that the combined sensitivity (SEN), specificity (SPE), positive likelihood ratio (PLR), negative likelihood ratio (NLR), and diagnostic odds ratio (DOR) of plasma RNF180 gene methylation for the diagnosis of GC were: 0.54 [95% CI (0.45, 0.62)], 0.80 [95% CI (0.72, 0.87)], 2.73 [95% CI (2.09, 3.57)], 0.58 [95% CI (0.51, 0.65)], 4.74 [95% CI (3.59, 6.62)], respectively. Conclusion The detection of RNF180 gene methylation in plasma has a high diagnostic value for GC and is expected to be a potential biomarker for the diagnosis of gastric cancer, according to current evidence. Systematic review registration https://www.crd.york.ac.uk/PROSPERO/display_record.php?RecordID=370903, identifier CRD42022370903.
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Affiliation(s)
- Tongxin Wang
- The Second Clinical Medical College, Lanzhou University, Lanzhou, China,Gansu Provincial Key Laboratory of Gastrointestinal Tumor, Lanzhou University, Lanzhou, China
| | - Yating Zhang
- The Second Clinical Medical College, Lanzhou University, Lanzhou, China,Gansu Provincial Key Laboratory of Gastrointestinal Tumor, Lanzhou University, Lanzhou, China
| | - Jianrong Wang
- The Second Clinical Medical College, Lanzhou University, Lanzhou, China,Gansu Provincial Key Laboratory of Gastrointestinal Tumor, Lanzhou University, Lanzhou, China
| | - Yumin Li
- The Second Clinical Medical College, Lanzhou University, Lanzhou, China,Gansu Provincial Key Laboratory of Gastrointestinal Tumor, Lanzhou University, Lanzhou, China,*Correspondence: Yumin Li,
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Zhang G, Wang Z, Song P, Zhan X. DNA and histone modifications as potent diagnostic and therapeutic targets to advance non-small cell lung cancer management from the perspective of 3P medicine. EPMA J 2022; 13:649-669. [PMID: 36505890 PMCID: PMC9727004 DOI: 10.1007/s13167-022-00300-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 10/11/2022] [Indexed: 12/12/2022]
Abstract
Lung cancer has a very high mortality in females and males. Most (~ 85%) of lung cancers are non-small cell lung cancers (NSCLC). When lung cancer is diagnosed, most of them have either local or distant metastasis, with a poor prognosis. In order to achieve better outcomes, it is imperative to identify the molecular signature based on genetic and epigenetic variations for different NSCLC subgroups. We hypothesize that DNA and histone modifications play significant roles in the framework of predictive, preventive, and personalized medicine (PPPM; 3P medicine). Epigenetics has a significant impact on tumorigenicity, tumor heterogeneity, and tumor resistance to chemotherapy, targeted therapy, and immunotherapy. An increasing interest is that epigenomic regulation is recognized as a potential treatment option for NSCLC. Most attention has been paid to the epigenetic alteration patterns of DNA and histones. This article aims to review the roles DNA and histone modifications play in tumorigenesis, early detection and diagnosis, and advancements and therapies of NSCLC, and also explore the connection between DNA and histone modifications and PPPM, which may provide an important contribution to improve the prognosis of NSCLC. We found that the success of targeting DNA and histone modifications is limited in the clinic, and how to combine the therapies to improve patient outcomes is necessary in further studies, especially for predictive diagnostics, targeted prevention, and personalization of medical services in the 3P medicine approach. It is concluded that DNA and histone modifications are potent diagnostic and therapeutic targets to advance non-small cell lung cancer management from the perspective of 3P medicine.
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Affiliation(s)
- Guodong Zhang
- Thoracic Surgery Department, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, 440 Jiyan Road, Shandong 250117 Jinan, People’s Republic of China
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, 6699 Qingdao Road, Jinan, Shandong 250117 People’s Republic of China
| | - Zhengdan Wang
- Thoracic Surgery Department, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, 440 Jiyan Road, Shandong 250117 Jinan, People’s Republic of China
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, 6699 Qingdao Road, Jinan, Shandong 250117 People’s Republic of China
| | - Pingping Song
- Thoracic Surgery Department, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, 440 Jiyan Road, Shandong 250117 Jinan, People’s Republic of China
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, 6699 Qingdao Road, Jinan, Shandong 250117 People’s Republic of China
| | - Xianquan Zhan
- Thoracic Surgery Department, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, 440 Jiyan Road, Shandong 250117 Jinan, People’s Republic of China
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, 6699 Qingdao Road, Jinan, Shandong 250117 People’s Republic of China
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Zhu P, Cheng K, He M, Wang Y, Shen P, He K, Xu C, Zhang B, Liu Z. Diagnostic value of congenital pulmonary airway malformation volume ratio for fetal hydrops due to congenital lung malformations: a systematic review and meta-analysis. Orphanet J Rare Dis 2022; 17:213. [PMID: 35658911 PMCID: PMC9164472 DOI: 10.1186/s13023-022-02347-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 04/26/2022] [Indexed: 12/04/2022] Open
Abstract
Objective Meta-analysis was used to evaluate the diagnostic value of a CVR cut-off value of 1.6 for fetal hydrops due to congenital lung malformation (CLM). Methods A systematic search of PubMed, Embase, Web of Science, CNKI, VIP, and Wanfang published before 7/30/2021 for the value of a congenital pulmonary airway malformation volume ratio (CVR) cut-off value of 1.6 for the diagnosis of fetal hydrops. According to the inclusion and exclusion criteria, the literature that met the requirements were obtained. A total of 75 articles were retrieved, and 12 articles were included for further analysis. The quality of these studies was evaluated according to the Quality Assessment for Studies of Diagnostic Accuracy tool (QUADAS-2) criteria. The Q test and heterogeneity I2 were used to evaluate the heterogeneity due to non-threshold effects, and Stata 15.0 was used for statistical analysis to evaluate the diagnostic value of the CVR cutoff value of 1.6 for fetal hydrops due to CLM. Results A total of 12 studies were included. The QUADAS-2 indicated that the risk of bias was relatively low, and the clinical applicability was relatively high. Statistical analysis was performed on included studies using a random effect model. Meta-analysis showed that the pooled sensitivity, specificity, diagnostic ratio and summary receiver operating characteristic (SROC) for the diagnosis of fetal hydrops by CVR were 0.86 (95% CI, 0.72–0.93; I2 = 59.84), 0.90 (95% CI, 0.88–0.93; I2 = 31.94), 58 (95% CI, 22–149; I2 = 100%), 0.93 (95% CI, 0.91–0.95). Conclusions The sensitivity and specificity of CVR cut-off value 1.6 for the diagnosis of CLM-induced fetal hydrops were high, no publication bias was observed, and the CVR cut-off value 1.6 is meaningful for the early diagnosis prediction of CLM-induced fetal hydrops.
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Affiliation(s)
- Pei Zhu
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Sichuan, China
| | - Kaisheng Cheng
- Department of Pediatric Surgery, West China Hospitial, Sichuan University, Sichuan, China
| | - Mingsheng He
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Sichuan, China
| | - Yutong Wang
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Sichuan, China
| | - Pengyue Shen
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Sichuan, China
| | - Kanglin He
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Sichuan, China
| | - Chang Xu
- Department of Pediatric Surgery, West China Hospitial, Sichuan University, Sichuan, China.
| | - Ben Zhang
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Sichuan, China.
| | - Zhenmi Liu
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Sichuan, China.
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Vo TTL, Nguyen TN, Nguyen TT, Pham ATD, Vuong DL, Ta VT, Ho VS. SHOX2 methylation in Vietnamese patients with lung cancer. Mol Biol Rep 2022; 49:3413-3421. [PMID: 35088378 DOI: 10.1007/s11033-022-07172-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 01/19/2022] [Indexed: 10/19/2022]
Abstract
BACKGROUND DNA methylation on cytosine in the CpG dinucleotides is one of the most common epigenetic perturbations taking place during cancer initiation, progression, occurrence and resistance therapy. DNA methylation seems to be sufficiently stable epigenetic modification to be utilized as a cancer biomarker in in vitro diagnostic (IVD) settings. Nowadays, the SHOX2 methylation (mSHOX2) is one of the most valuable DNA methylation biomarkers of lung cancer that is the leading cause of cancer death. It is being continuously validated across ethnicities, lifestyles and lifespan. This study focused on characteristics of mSHOX2 in Vietnamese patients with lung cancer since a lack of investigation and evidence of its utility in this country. METHODS The probe and primer sets were designed according to the MethyLight method for quantitative assessment of the mSHOX2 in 214 formalin-fixed paraffin-embedded (FFPE) lung tissues and 57 plasma samples. RESULTS mSHOX2 in FFPE tissues allowed discriminating benign and malignant lung diseases with 60% (95% CI 50.7-68.8%) sensitivity and 90.4% (95% CI 82.6-95.5%) specificity. Importantly, based on mSHOX2 in plasma, lung cancer could be detected with 83.3% (95% CI 65.3-94.4%) sensitivity and 92.6% (95% CI 75.7-99.1%) specificity, respectively. There were insignificant associations between mSHOX2 with age, cancer stage, EGFR mutation and serum CEA, CYFRA21-1 concentrations except for that gender. CONCLUSION Our study indicated that mSHOX2 was satisfactory for distinguishing malignant from benign lung tissue and noninvasively detecting lung cancer.
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Affiliation(s)
- Thi Thuong Lan Vo
- Faculty of Biology, University of Science, Vietnam National University, Hanoi, Vietnam.
| | - Thuy Ngan Nguyen
- Faculty of Biology, University of Science, Vietnam National University, Hanoi, Vietnam
| | - Thu Trang Nguyen
- Faculty of Biology, University of Science, Vietnam National University, Hanoi, Vietnam
| | - Anh Thuy Duong Pham
- Faculty of Biology, University of Science, Vietnam National University, Hanoi, Vietnam
| | - Dieu Linh Vuong
- Pathology and Molecular Biology Center, Vietnam National Cancer Hospital, Hanoi, Vietnam
| | - Van To Ta
- Pathology and Molecular Biology Center, Vietnam National Cancer Hospital, Hanoi, Vietnam
| | - Van Son Ho
- Department of Chemistry, 175 Hospital, Ho Chi Minh City, Vietnam
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Wu J, Li P. Detection of short stature homeobox 2 and RAS-associated domain family 1 subtype A DNA methylation in interventional pulmonology. World J Clin Cases 2021; 9:5391-5397. [PMID: 34307592 PMCID: PMC8281403 DOI: 10.12998/wjcc.v9.i20.5391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 04/07/2021] [Accepted: 05/20/2021] [Indexed: 02/06/2023] Open
Abstract
One of the most important aspects of interventional pulmonology is to obtain tissue or liquid samples of the chest to diagnose a respiratory disease; however, it is still possible to obtain insufficient tissue or cytologic specimens. Indeed, methylation detection is an effective method by which to establish a diagnosis. This review focuses on the clinical application of short stature homeobox 2 and RAS-associated domain family 1 subtype A DNA methylation detection in interventional pulmonology, including bronchoscopic fluid biopsy, transbronchial needle aspiration, and pleural effusion.
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Affiliation(s)
- Jian Wu
- Department of Anesthesiology, Shengjing Hospital of China Medical University, Shenyang 110004, Liaoning Province, China
| | - Peng Li
- Department of Pulmonary and Critical Care Medicine, Shengjing Hospital of China Medical University, Shenyang 110004, Liaoning Province, China
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Huang W, Huang H, Zhang S, Wang X, Ouyang J, Lin Z, Chen P. A Novel Diagnosis Method Based on Methylation Analysis of SHOX2 and Serum Biomarker for Early Stage Lung Cancer. Cancer Control 2021; 27:1073274820969703. [PMID: 33167712 PMCID: PMC7791477 DOI: 10.1177/1073274820969703] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Objectives: Lung cancer (LC) is often accompanied by significant methylation
abnormalities. This study aimed to develop a decision tree (DT) accompanied
the stature homeobox 2 gene (SHOX2) / prostaglandin E receptor 4 (PTGER4)
gene DNA methylation with traditional tumor marker in the differential
diagnosis of benign and malignant lung nodule. Methods: We performed a study with 104 patients enrolled in the LC group and 36
patients in the benign lung diseases group. All the clinical data of these
patients were collected through electronic medical record. Total Methylation
(TM) status of both SHOX2 and PTGER4 was defined as methylation levels of
SHOX2 plus methylation levels of PTGER4. One-way analysis was used to
compare the concentrations of serum samples and t-test was used to compare
pairwise mean values between groups. Receiver operating curve (ROC) was used
to evaluate the diagnostic value. Furthermore, the strategy was validated in
19 LC patients and 11 patients with benign lung diseases. Results: There were significant differences between the concentration of
neuron-specific enolase (NSE), carcinoembryonic antigen (CEA), cytokeratin
19 fragments (CYFRA21 -1) and the methylation levels of SHOX2, PTGER4 and TM
in lung benign diseases and cancer group. The AUCs of NSE, CEA, CYFRA21 -1,
Methylation SHOX2, Methylation PTGER4 and TM were 0.721 (95% CI:
0.627–0.816), 0.753 (95% CI: 0.673–0.833) and 0.778(95% CI: 0.700–0.856),
0.851(0.786-0.916), 0.847(0.780-0.913) and 0.861(0.800-0.922) respectively.
We developed a DT model with TM and CYFRA21 -1 used in this study, and the
area under the curve (AUC) of DT was 0.921 and the sensitivity up to 0.856.
In the validation cohort, the AUC of SHOX2, PTGER4 and TM was also much
higher than traditional serum markers. Conclusions: Our results indicated that the DT model calculated from the TM and CYFRA21 -1
can accurately classify LC and benign diseases, which showed better
diagnostic performance than traditional serum parameter.
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Affiliation(s)
- Wenhai Huang
- Department of Thoracic Surgery, Jiangmen Centre Hospital, Jiangmen, Guangdong, China
| | - Hao Huang
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Shuishen Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xueping Wang
- Department of Laboratory Medicine, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Juan Ouyang
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zhichao Lin
- Department of Thoracic Surgery, Jiangmen Centre Hospital, Jiangmen, Guangdong, China
| | - Peisong Chen
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
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Li N, Zeng Y, Tai M, Lin B, Zhu D, Luo Y, Ren X, Zhu X, Li L, Wu H, Huang J. Analysis of the Prognostic Value and Gene Expression Mechanism of SHOX2 in Lung Adenocarcinoma. Front Mol Biosci 2021; 8:688274. [PMID: 34262939 PMCID: PMC8273341 DOI: 10.3389/fmolb.2021.688274] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 05/26/2021] [Indexed: 01/15/2023] Open
Abstract
Background: Detection of SHOX2 methylation has been used to assist in the early diagnosis of lung cancer in many hospitals as SHOX2 may be important in the tumorigenesis of lung cancer. However, there are few studies on the mRNA expression, methylation, and molecular mechanism of SHOX2 in lung cancer. We aimed to explore the role of SHOX2 in lung adenocarcinoma (LUAD). Methods: First, we examined the differential expression of SHOX2 mRNA and methylation in cancerous and normal tissues using databases. Second, we analyzed the relationship between SHOX2 expression and common clinical parameters in LUAD patients. Third, we further explored the methylated level and its specific location of SHOX2 and the mainly factors of SHOX2 gene expression. Finally, we screened the correlatively expressed genes to analyze the pathways from the Gene Ontology and Kyoto Encyclopedia of Genes and Genomes using DAVID. Results: We found that the mRNA expression of SHOX2 was higher in multiple cancers, including LUAD and lung squamous cell carcinoma (LUSC), than in normal tissues. Among LUAD patients, SHOX2 expression was higher in patients of middle–young age, with smoking history, in advanced stages, and with nodal distant metastasis. In addition, our results showed that patients with high expression of SHOX2 are prone to recurrence, poor differentiation, and poor prognosis. Thus, we identified that SHOX2 might be an oncogene for LUAD progression. The main factor influencing the high expression of SHOX2 mRNA may be DNA methylation, followed by copy number variation (CNV), but not by gene mutations in LUAD. Unexpectedly, we found that SHOX2 undergoes hypomethylation in the gene body instead of hypermethylation in the promoter. Additionally, SHOX2 has cross talk in the PI3K–Akt signaling pathway and ECM–receptor interaction. Conclusion:SHOX2 is highly expressed in most cancers. SHOX2 gene expression might be mainly regulated by methylation of its gene body in LUAD, and its high expression or hypomethylation indicates poor differentiation and poor prognosis. SHOX2 could be involved in PI3K–Akt and other important cancer-related signaling pathways to promote tumorigenesis.
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Affiliation(s)
- Nanhong Li
- Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.,The Center of Pathological Diagnosis and Research, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Yu Zeng
- Department of Respiration, The Second Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Min Tai
- Department of Pathology, Guangdong Medical University, Zhanjiang, China
| | - Biyun Lin
- The Center of Pathological Diagnosis and Research, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Di Zhu
- Department of Pathology, Guangdong Medical University, Zhanjiang, China
| | - Yi Luo
- Department of Pathology, Guangdong Medical University, Zhanjiang, China
| | - Xinle Ren
- Department of Pathology, Guangdong Medical University, Zhanjiang, China
| | - Xiaoying Zhu
- Department of Pathology, Guangdong Medical University, Zhanjiang, China
| | - Lanlan Li
- Department of Pathology, Guangdong Medical University, Zhanjiang, China
| | - Hongrong Wu
- The Center of Pathological Diagnosis and Research, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Jian Huang
- The Center of Pathological Diagnosis and Research, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.,Department of Pathology, Guangdong Medical University, Zhanjiang, China
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Tsou PH, Lin ZL, Pan YC, Yang HC, Chang CJ, Liang SK, Wen YF, Chang CH, Chang LY, Yu KL, Liu CJ, Keng LT, Lee MR, Ko JC, Huang GH, Li YK. Exploring Volatile Organic Compounds in Breath for High-Accuracy Prediction of Lung Cancer. Cancers (Basel) 2021; 13:1431. [PMID: 33801001 PMCID: PMC8003836 DOI: 10.3390/cancers13061431] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 03/17/2021] [Accepted: 03/18/2021] [Indexed: 12/25/2022] Open
Abstract
(1) Background: Lung cancer is silent in its early stages and fatal in its advanced stages. The current examinations for lung cancer are usually based on imaging. Conventional chest X-rays lack accuracy, and chest computed tomography (CT) is associated with radiation exposure and cost, limiting screening effectiveness. Breathomics, a noninvasive strategy, has recently been studied extensively. Volatile organic compounds (VOCs) derived from human breath can reflect metabolic changes caused by diseases and possibly serve as biomarkers of lung cancer. (2) Methods: The selected ion flow tube mass spectrometry (SIFT-MS) technique was used to quantitatively analyze 116 VOCs in breath samples from 148 patients with histologically confirmed lung cancers and 168 healthy volunteers. We used eXtreme Gradient Boosting (XGBoost), a machine learning method, to build a model for predicting lung cancer occurrence based on quantitative VOC measurements. (3) Results: The proposed prediction model achieved better performance than other previous approaches, with an accuracy, sensitivity, specificity, and area under the curve (AUC) of 0.89, 0.82, 0.94, and 0.95, respectively. When we further adjusted the confounding effect of environmental VOCs on the relationship between participants' exhaled VOCs and lung cancer occurrence, our model was improved to reach 0.92 accuracy, 0.96 sensitivity, 0.88 specificity, and 0.98 AUC. (4) Conclusion: A quantitative VOCs databank integrated with the application of an XGBoost classifier provides a persuasive platform for lung cancer prediction.
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Affiliation(s)
- Ping-Hsien Tsou
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan; (P.-H.T.); (H.-C.Y.); (C.-J.C.); (S.-K.L.); (Y.-F.W.); (C.-H.C.); (L.-Y.C.); (K.-L.Y.); (C.-J.L.); (L.-T.K.); (M.-R.L.)
| | - Zong-Lin Lin
- Institute of Statistics, National Yang Ming Chiao Tung University, Hsin-Chu 30010, Taiwan;
| | - Yu-Chiang Pan
- Center for Emergent Functional Matter Science, National Yang Ming Chiao Tung University, Hsin-Chu 30010, Taiwan;
| | - Hui-Chen Yang
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan; (P.-H.T.); (H.-C.Y.); (C.-J.C.); (S.-K.L.); (Y.-F.W.); (C.-H.C.); (L.-Y.C.); (K.-L.Y.); (C.-J.L.); (L.-T.K.); (M.-R.L.)
| | - Chien-Jen Chang
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan; (P.-H.T.); (H.-C.Y.); (C.-J.C.); (S.-K.L.); (Y.-F.W.); (C.-H.C.); (L.-Y.C.); (K.-L.Y.); (C.-J.L.); (L.-T.K.); (M.-R.L.)
| | - Sheng-Kai Liang
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan; (P.-H.T.); (H.-C.Y.); (C.-J.C.); (S.-K.L.); (Y.-F.W.); (C.-H.C.); (L.-Y.C.); (K.-L.Y.); (C.-J.L.); (L.-T.K.); (M.-R.L.)
| | - Yueh-Feng Wen
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan; (P.-H.T.); (H.-C.Y.); (C.-J.C.); (S.-K.L.); (Y.-F.W.); (C.-H.C.); (L.-Y.C.); (K.-L.Y.); (C.-J.L.); (L.-T.K.); (M.-R.L.)
| | - Chia-Hao Chang
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan; (P.-H.T.); (H.-C.Y.); (C.-J.C.); (S.-K.L.); (Y.-F.W.); (C.-H.C.); (L.-Y.C.); (K.-L.Y.); (C.-J.L.); (L.-T.K.); (M.-R.L.)
| | - Lih-Yu Chang
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan; (P.-H.T.); (H.-C.Y.); (C.-J.C.); (S.-K.L.); (Y.-F.W.); (C.-H.C.); (L.-Y.C.); (K.-L.Y.); (C.-J.L.); (L.-T.K.); (M.-R.L.)
| | - Kai-Lun Yu
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan; (P.-H.T.); (H.-C.Y.); (C.-J.C.); (S.-K.L.); (Y.-F.W.); (C.-H.C.); (L.-Y.C.); (K.-L.Y.); (C.-J.L.); (L.-T.K.); (M.-R.L.)
| | - Chia-Jung Liu
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan; (P.-H.T.); (H.-C.Y.); (C.-J.C.); (S.-K.L.); (Y.-F.W.); (C.-H.C.); (L.-Y.C.); (K.-L.Y.); (C.-J.L.); (L.-T.K.); (M.-R.L.)
| | - Li-Ta Keng
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan; (P.-H.T.); (H.-C.Y.); (C.-J.C.); (S.-K.L.); (Y.-F.W.); (C.-H.C.); (L.-Y.C.); (K.-L.Y.); (C.-J.L.); (L.-T.K.); (M.-R.L.)
| | - Meng-Rui Lee
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan; (P.-H.T.); (H.-C.Y.); (C.-J.C.); (S.-K.L.); (Y.-F.W.); (C.-H.C.); (L.-Y.C.); (K.-L.Y.); (C.-J.L.); (L.-T.K.); (M.-R.L.)
| | - Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan; (P.-H.T.); (H.-C.Y.); (C.-J.C.); (S.-K.L.); (Y.-F.W.); (C.-H.C.); (L.-Y.C.); (K.-L.Y.); (C.-J.L.); (L.-T.K.); (M.-R.L.)
| | - Guan-Hua Huang
- Institute of Statistics, National Yang Ming Chiao Tung University, Hsin-Chu 30010, Taiwan;
- Center for Emergent Functional Matter Science, National Yang Ming Chiao Tung University, Hsin-Chu 30010, Taiwan;
| | - Yaw-Kuen Li
- Center for Emergent Functional Matter Science, National Yang Ming Chiao Tung University, Hsin-Chu 30010, Taiwan;
- Department of Applied Chemistry, National Yang Ming Chiao Tung University, Hsin-Chu 30010, Taiwan
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Wang P, Zhao H, Shi R, Liu X, Liu J, Ren F, Zhao Q, Zhang H, Li Y, Liu H, Chen J. [The Role of Plasma CDO1 Methylation in the Early Diagnosis of Lung Cancer]. Zhongguo Fei Ai Za Zhi 2020; 23:314-320. [PMID: 32317090 PMCID: PMC7260387 DOI: 10.3779/j.issn.1009-3419.2020.102.20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
背景与目的 肺癌的发生率和死亡率常居所有恶性肿瘤的首位, DNA甲基化作为表观遗传学之一参与肿瘤的发生发展过程, CDO1作为抑癌基因常在肿瘤发生早期便会发生甲基化改变, 因此本研究旨在探讨CDO1甲基化在肺癌早期诊断中的价值。 方法 收集肿瘤患者和健康人群的外周血液样本, 游离DNA通过亚硫酸盐修饰并结合实时荧光定量PCR检测CDO1在外周血中的甲基化水平。 结果 肺癌患者的外周血的基因甲基化水平明显高于肺部良性疾病患者及健康人群。肺癌患者CDO1的甲基化水平在性别、淋巴结转移和肿瘤原发灶-淋巴结-转移(tumor-node-metastasis, TNM)分期的分层比较中存在显著性差异(P < 0.05)。CDO1对肺癌诊断的灵敏度和特异性分别为52.2%和78.6%。其诊断的整体准确度明显高于应用于临床的肿瘤标志物而且对I期、II期患者的诊断灵敏度表现最好(40.8%, 47.1%)。此外, CDO1可有效增加多项联检中诊断的灵敏性。 结论 检测CDO1的甲基化水平对肺癌的早期诊断具有潜在的巨大优势。
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Affiliation(s)
- Pan Wang
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Honglin Zhao
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Ruifeng Shi
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Xingyu Liu
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Jinghao Liu
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Fan Ren
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Qingchun Zhao
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Hongbing Zhang
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Yongwen Li
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment,Tianjin Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Hongyu Liu
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment,Tianjin Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Jun Chen
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China.,Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment,Tianjin Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin 300052, China
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11
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Li Z, Shu J, Yang B, Zhang Z, Huang J, Chen Y. Emerging non-invasive detection methodologies for lung cancer. Oncol Lett 2020; 19:3389-3399. [PMID: 32269611 PMCID: PMC7115116 DOI: 10.3892/ol.2020.11460] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2019] [Accepted: 01/17/2020] [Indexed: 12/24/2022] Open
Abstract
The potential for non-invasive lung cancer (LC) diagnosis based on molecular, cellular and volatile biomarkers has been attracting increasing attention, with the development of advanced techniques and methodologies. It is standard practice to tailor the treatments of LC for certain specific genetic alterations, including the epidermal growth factor receptor, anaplastic lymphoma kinase and BRAF genes. Despite these advances, little is known about the internal mechanisms of different types of biomarkers and the involvement of their related biochemical pathways during the development of LC. The development of faster and more effective techniques is essential for the identification of different biomarkers. The present review summarizes some of the latest methods used for detecting molecular, cellular and volatile biomarkers in LC and their potential use in clinical diagnosis and targeted therapy.
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Affiliation(s)
- Zhen Li
- Beijing Advanced Sciences and Innovation Center, Chinese Academy of Sciences, Beijing 101407, P.R. China.,National Engineering Laboratory for VOCs Pollution Control Material and Technology, University of Chinese Academy of Sciences, Beijing 101408, P.R. China
| | - Jinian Shu
- National Engineering Laboratory for VOCs Pollution Control Material and Technology, University of Chinese Academy of Sciences, Beijing 101408, P.R. China
| | - Bo Yang
- National Engineering Laboratory for VOCs Pollution Control Material and Technology, University of Chinese Academy of Sciences, Beijing 101408, P.R. China
| | - Zuojian Zhang
- National Engineering Laboratory for VOCs Pollution Control Material and Technology, University of Chinese Academy of Sciences, Beijing 101408, P.R. China
| | - Jingyun Huang
- National Engineering Laboratory for VOCs Pollution Control Material and Technology, University of Chinese Academy of Sciences, Beijing 101408, P.R. China
| | - Yang Chen
- Beijing Advanced Sciences and Innovation Center, Chinese Academy of Sciences, Beijing 101407, P.R. China
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12
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Li N, Zeng Y, Huang J. Signaling pathways and clinical application of RASSF1A and SHOX2 in lung cancer. J Cancer Res Clin Oncol 2020; 146:1379-1393. [PMID: 32266538 DOI: 10.1007/s00432-020-03188-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Accepted: 03/17/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND An increasing number of studies have focused on the early diagnostic value of the methylation of RASSF1A and SHOX2 in lung cancer. However, the intricate cellular events related to RASSF1A and SHOX2 in lung cancer are still a mystery. For researchers and clinicians aiming to more profoundly understand the diagnostic value of methylated RASSF1A and SHOX2 in lung cancer, this review will provide deeper insights into the molecular events of RASSF1A and SHOX2 in lung cancer. METHODOLOGY We searched for relevant publications in the PubMed and Google Scholar databases using the keywords "RASSF1A", "SHOX2" and "lung cancer" etc. First, we reviewed the RASSF1A and SHOX2 genes, from their family structures to the functions of their basic structural domains. Then we mainly focused on the roles of RASSF1A and SHOX2 in lung cancer, especially on their molecular events in recent decades. Finally, we compared the value of measuring RASSF1A and SHOX2 gene methylation with that of the common methods for the diagnosis of lung cancer patients. RESULTS The RASSF1A and SHOX2 genes were confirmed to be regulators or effectors of multiple cancer signaling pathways, driving tumorigenesis and lung cancer progression. The detection of RASSF1A and SHOX2 gene methylation has higher sensitivity and specificity than other commonly used methods for diagnosing lung cancer, especially in the early stage. CONCLUSIONS The RASSF1A and SHOX2 genes are critical for the processes of tumorigenesis, development, metastasis, drug resistance, and recurrence in lung cancer. The combined detection of RASSF1A and SHOX2 gene methylation was identified as an excellent method for the screening and surveillance of lung cancer that exhibits high sensitivity and specificity.
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Affiliation(s)
- Nanhong Li
- Department of Pathology, Guangdong Medical University, Zhanjiang, 524023, China
| | - Yu Zeng
- Department of Respiration, The Second Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524003, China
| | - Jian Huang
- Department of Pathology, Guangdong Medical University, Zhanjiang, 524023, China.
- Pathological Diagnosis and Research Center, Affiliated Hospital, Guangdong Medical University, Zhanjiang, 524001, China.
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Leiro-Fernandez V, De Chiara L, Rodríguez-Girondo M, Botana-Rial M, Valverde D, Núñez-Delgado M, Fernández-Villar A. Methylation Assessment for the Prediction of Malignancy in Mediastinal Adenopathies Obtained by Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration in Patients with Lung Cancer. Cancers (Basel) 2019; 11:cancers11101408. [PMID: 31547177 PMCID: PMC6826358 DOI: 10.3390/cancers11101408] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 09/13/2019] [Accepted: 09/18/2019] [Indexed: 12/11/2022] Open
Abstract
The evaluation of mediastinal lymph nodes is critical for the correct staging of patients with lung cancer (LC). Endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) is a minimally invasive technique for mediastinal staging, though unfortunately lymph node micrometastasis is often missed by cytological analysis. The aim of this study was to evaluate the predictive capacity of methylation biomarkers and provide a classification rule for predicting malignancy in false negative EBUS-TBNA samples. The study included 112 patients with a new or suspected diagnosis of LC that were referred to EBUS-TBNA. Methylation of p16/INK4a, MGMT, SHOX2, E-cadherin, DLEC1, and RASSF1A was quantified by nested methylation-specific qPCR in 218 EBUS-TBNA lymph node samples. Cross-validated linear regression models were evaluated to predict malignancy. According to EBUS-TBNA and final diagnosis, 90 samples were true positives for malignancy, 110 were true negatives, and 18 were false negatives. MGMT, SHOX2, and E-cadherin were the methylation markers that better predicted malignancy. The model including sex, age, short axis diameter and standard uptake value of adenopathy, and SHOX2 showed 82.7% cross-validated sensitivity and 82.4% specificity for the detection of malignant lymphadenopathies among negative cytology samples. Our results suggest that the predictive model approach proposed can complement EBUS-TBNA for mediastinal staging.
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Affiliation(s)
- Virginia Leiro-Fernandez
- Pulmonary Department, Hospital Álvaro Cunqueiro, Vigo Health Area, 36312 Vigo, Spain; (M.B.-R.); (M.N.-D.); (A.F.-V.)
- NeumoVigoI+i Research Group, Vigo Biomedical Research Institute (IBIV), 36312 Vigo, Spain
- Correspondence: (L.D.C.); (V.L.-F.)
| | - Loretta De Chiara
- Department of Biochemistry, Genetics and Immunology, Biomedical Research Center (CINBIO), University of Vigo, 36310 Vigo, Spain;
- Correspondence: (L.D.C.); (V.L.-F.)
| | - Mar Rodríguez-Girondo
- Department of Medical Statistics and Bioinformatics, Leiden University Medical Center, 2300 RC Leiden, The Netherlands;
- SiDOR Research Group, Biomedical Research Center (CINBIO), University of Vigo, 36310 Vigo, Spain
| | - Maribel Botana-Rial
- Pulmonary Department, Hospital Álvaro Cunqueiro, Vigo Health Area, 36312 Vigo, Spain; (M.B.-R.); (M.N.-D.); (A.F.-V.)
- NeumoVigoI+i Research Group, Vigo Biomedical Research Institute (IBIV), 36312 Vigo, Spain
| | - Diana Valverde
- Department of Biochemistry, Genetics and Immunology, Biomedical Research Center (CINBIO), University of Vigo, 36310 Vigo, Spain;
| | - Manuel Núñez-Delgado
- Pulmonary Department, Hospital Álvaro Cunqueiro, Vigo Health Area, 36312 Vigo, Spain; (M.B.-R.); (M.N.-D.); (A.F.-V.)
- NeumoVigoI+i Research Group, Vigo Biomedical Research Institute (IBIV), 36312 Vigo, Spain
| | - Alberto Fernández-Villar
- Pulmonary Department, Hospital Álvaro Cunqueiro, Vigo Health Area, 36312 Vigo, Spain; (M.B.-R.); (M.N.-D.); (A.F.-V.)
- NeumoVigoI+i Research Group, Vigo Biomedical Research Institute (IBIV), 36312 Vigo, Spain
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Tuo L, Sha S, Huayu Z, Du K. P16 INK4a gene promoter methylation as a biomarker for the diagnosis of non-small cell lung cancer: An updated meta-analysis. Thorac Cancer 2018; 9:1032-1040. [PMID: 29927090 PMCID: PMC6068431 DOI: 10.1111/1759-7714.12783] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Revised: 05/14/2018] [Accepted: 05/14/2018] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND This meta-analysis was conducted to investigate the diagnostic performance of P16INK4a gene promoter methylation as a biomarker of non-small cell lung cancer (NSCLC). METHODS Two reviewers independently searched the Web of Science, PubMed, Cochrane, Embase, China National Knowledge Infrastructure, and Chinese Biomedical Literature databases. Publications relevant to P16INK4a gene promoter methylation in serum or bronchoalveolar fluid/sputum were screened and included in this meta-analysis. Pooled diagnostic sensitivity, specificity, and symmetric receiver operating characteristic curve were calculated. RESULTS Twenty-six publications with 1768 lung cancer cases and 1323 controls were included. The pooled sensitivity, specificity, positive and negative likelihood ratios, and diagnostic odds ratio were 0.46 (95% confidence interval [CI] 0.43-0.48), 0.90 (95% CI 0.88-0.91), 6.33 (95% CI 3.89-10.30), 0.57 (95% CI 0.50-0.65) and 10.72 (95% CI 6.94-16.56), respectively, for P16INK4a gene promoter methylation as a biomarker for the diagnosis of NSCLC. The area under the symmetric receiver operating characteristic curve was 0.75 with a standard error of 0.004. No publication bias was detected via line regression test (t = 0.95; P = 0.35) and Begg's funnel plot. CONCLUSION P16INK4a gene promoter methylation detection in serum or bronchoalveolar fluid/sputum may be a potential biomarker for NSCLC diagnosis; however, the sensitivity was relatively low, which is not suitable for NSCLC screening.
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Affiliation(s)
- Lei Tuo
- Department of Thoracic and Cardiovascular SurgeryWeifang Yidu Central Hospital QingzhouWeifangChina
| | - Sha Sha
- Department of Thoracic and Cardiovascular SurgeryWeifang Yidu Central Hospital QingzhouWeifangChina
| | - Zhang Huayu
- Department of Spine and TraumaWeifang Yidu Central Hospital QingzhouWeifangChina
| | - Ke Du
- Department of Thoracic SurgeryLiaocheng People's Hospital Liaocheng Clinical School of Taishan Medical UniversityLiaochengChina
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Cree IA, Uttley L, Buckley Woods H, Kikuchi H, Reiman A, Harnan S, Whiteman BL, Philips ST, Messenger M, Cox A, Teare D, Sheils O, Shaw J. The evidence base for circulating tumour DNA blood-based biomarkers for the early detection of cancer: a systematic mapping review. BMC Cancer 2017; 17:697. [PMID: 29061138 PMCID: PMC5654013 DOI: 10.1186/s12885-017-3693-7] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 10/18/2017] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The presence of circulating cell-free DNA from tumours in blood (ctDNA) is of major importance to those interested in early cancer detection, as well as to those wishing to monitor tumour progression or diagnose the presence of activating mutations to guide treatment. In 2014, the UK Early Cancer Detection Consortium undertook a systematic mapping review of the literature to identify blood-based biomarkers with potential for the development of a non-invasive blood test for cancer screening, and which identified this as a major area of interest. This review builds on the mapping review to expand the ctDNA dataset to examine the best options for the detection of multiple cancer types. METHODS The original mapping review was based on comprehensive searches of the electronic databases Medline, Embase, CINAHL, the Cochrane library, and Biosis to obtain relevant literature on blood-based biomarkers for cancer detection in humans (PROSPERO no. CRD42014010827). The abstracts for each paper were reviewed to determine whether validation data were reported, and then examined in full. Publications concentrating on monitoring of disease burden or mutations were excluded. RESULTS The search identified 94 ctDNA studies meeting the criteria for review. All but 5 studies examined one cancer type, with breast, colorectal and lung cancers representing 60% of studies. The size and design of the studies varied widely. Controls were included in 77% of publications. The largest study included 640 patients, but the median study size was 65 cases and 35 controls, and the bulk of studies (71%) included less than 100 patients. Studies either estimated cfDNA levels non-specifically or tested for cancer-specific mutations or methylation changes (the majority using PCR-based methods). CONCLUSION We have systematically reviewed ctDNA blood biomarkers for the early detection of cancer. Pre-analytical, analytical, and post-analytical considerations were identified which need to be addressed before such biomarkers enter clinical practice. The value of small studies with no comparison between methods, or even the inclusion of controls is highly questionable, and larger validation studies will be required before such methods can be considered for early cancer detection.
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Affiliation(s)
- Ian A. Cree
- WHO Classification of Tumours Group, International Agency for Research on Cancer (IARC), World Health Organization, 150 Cours Albert Thomas, 69372 Lyon, CEDEX 08 France
- Faculty of Health and Life Sciences, Coventry University, Priory Street, Coventry, CV1 5FB UK
- Institute of Ophthalmology, University College London, EC1V 9EL, London, UK
| | - Lesley Uttley
- The School of Health and Related Research, The University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA UK
| | - Helen Buckley Woods
- The School of Health and Related Research, The University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA UK
| | - Hugh Kikuchi
- Department of Pathology, University Hospitals Coventry and Warwickshire, Coventry, CV2 2DX UK
| | - Anne Reiman
- Faculty of Health and Life Sciences, Coventry University, Priory Street, Coventry, CV1 5FB UK
| | - Susan Harnan
- The School of Health and Related Research, The University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA UK
| | - Becky L. Whiteman
- London North West Healthcare NHS Trust, Northwick Park Hospital, Watford Road, Harrow, HA1 3UJ UK
| | | | - Michael Messenger
- Leeds Centre for Personalised Medicine and Health, University of Leeds and NIHR Diagnostic Evidence Co-Operative Leeds, Leeds Teaching Hospitals NHS Trust, Leeds, LS9 7TF UK
| | - Angela Cox
- Sheffield Institute for Nucleic Acids, Department of Oncology and Metabolism, The University of Sheffield, Medical School, Beech Hill Road, Sheffield, S10 2RX UK
| | - Dawn Teare
- The School of Health and Related Research, The University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA UK
| | - Orla Sheils
- Sir Patrick Dun Research Laboratory, Central Pathology Laboratory, St James’s Hospital & Trinity College Dublin, Dublin 8, Ireland
| | - Jacqui Shaw
- University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, LE2 7LX UK
| | - For the UK Early Cancer Detection Consortium
- WHO Classification of Tumours Group, International Agency for Research on Cancer (IARC), World Health Organization, 150 Cours Albert Thomas, 69372 Lyon, CEDEX 08 France
- Faculty of Health and Life Sciences, Coventry University, Priory Street, Coventry, CV1 5FB UK
- Institute of Ophthalmology, University College London, EC1V 9EL, London, UK
- The School of Health and Related Research, The University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA UK
- Department of Pathology, University Hospitals Coventry and Warwickshire, Coventry, CV2 2DX UK
- London North West Healthcare NHS Trust, Northwick Park Hospital, Watford Road, Harrow, HA1 3UJ UK
- Warwick Medical School, University of Warwick, Coventry, CV4 7AL UK
- Leeds Centre for Personalised Medicine and Health, University of Leeds and NIHR Diagnostic Evidence Co-Operative Leeds, Leeds Teaching Hospitals NHS Trust, Leeds, LS9 7TF UK
- Sheffield Institute for Nucleic Acids, Department of Oncology and Metabolism, The University of Sheffield, Medical School, Beech Hill Road, Sheffield, S10 2RX UK
- Sir Patrick Dun Research Laboratory, Central Pathology Laboratory, St James’s Hospital & Trinity College Dublin, Dublin 8, Ireland
- University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, LE2 7LX UK
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Pu W, Geng X, Chen S, Tan L, Tan Y, Wang A, Lu Z, Guo S, Chen X, Wang J. Aberrant methylation of CDH13 can be a diagnostic biomarker for lung adenocarcinoma. J Cancer 2016; 7:2280-2289. [PMID: 27994665 PMCID: PMC5166538 DOI: 10.7150/jca.15758] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Accepted: 09/18/2016] [Indexed: 01/10/2023] Open
Abstract
Background: Aberrant methylation of CpG islands in tumor cells in promoter regions is a critical event in non-small cell lung carcinoma (NSCLC) tumorigenesis and can be a potential diagnostic biomarker for NSCLC patients. The present study systemically and quantitatively reviewed the diagnostic ability of CDH13 methylation in NSCLC as well as in its subsets. Eligible studies were identified through searching PubMed, Web of Science, Cochrane Library and Embase. The pooled odds of CDH13 promoter methylation in lung cancer tissues versus normal controls were calculated by meta-analysis method. Simultaneously, four independent DNA methylation datasets of NSCLC from TCGA and GEO database were downloaded and analyzed to validate the results from meta-analysis. Results: Thirteen studies, including 1850 samples were included in this meta-analysis. The pooled odds ratio of CDH13 promoter methylation in cancer tissues was 7.41 (95% CI: 5.34 to 10.29, P < 0.00001) compared with that in controls under fixed-effect model. In validation stage, 126 paired samples from TCGA were analyzed and 5 out of the 6 CpG sites in the CpG island of CDH13 were significantly hypermethylated in lung adenocarcinoma tissues but none of the 6 CpG sites was hypermethylated in squamous cell carcinoma tissues. Concordantly, the results from other three datasets, which were subsequently obtained from GEO database consisting of 568 tumors and 256 normal tissues, also consisted with those from TCGA dataset. Conclusion: The pooled data showed that the methylation status of the CDH13 promoter is strongly associated with lung adenocarcinoma. The CDH13 methylation status could be a promising diagnostic biomarker for diagnosis of lung adenocarcinoma.
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Affiliation(s)
- Weilin Pu
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai 200433, China
| | - Xin Geng
- Department of Cardiothoracic Surgery, Huashan Hospital, Fudan University, Shanghai 200032, China
| | - Sidi Chen
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai 200433, China
| | - Lixing Tan
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai 200433, China
| | - Yulong Tan
- Department of Cardiothoracic Surgery, Huashan Hospital, Fudan University, Shanghai 200032, China
| | - An Wang
- Department of Chest Surgery, Shanghai Pulmonary Hospital, Shanghai 200433, China
| | - Zhouyi Lu
- Department of Chest Surgery, Shanghai Pulmonary Hospital, Shanghai 200433, China
| | - Shicheng Guo
- Department of Bioengineering, University of California at San Diego, 9500 Gilman Drive, MC0412, La Jolla, CA 92093-0412
| | - Xiaofeng Chen
- Department of Cardiothoracic Surgery, Huashan Hospital, Fudan University, Shanghai 200032, China
| | - Jiucun Wang
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai 200433, China
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Semaan A, van Ellen A, Meller S, Bergheim D, Branchi V, Lingohr P, Goltz D, Kalff JC, Kristiansen G, Matthaei H, Pantelis D, Dietrich D. SEPT9 and SHOX2 DNA methylation status and its utility in the diagnosis of colonic adenomas and colorectal adenocarcinomas. Clin Epigenetics 2016; 8:100. [PMID: 27660666 PMCID: PMC5028994 DOI: 10.1186/s13148-016-0267-5] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Accepted: 09/13/2016] [Indexed: 02/06/2023] Open
Abstract
Background Colorectal cancer (CRC) appear to arise from precursor lesions in a well-characterized adenoma-carcinoma sequence. Significant efforts have been invested to develop biomarkers that identify early adenocarcinomas and adenomas with high-grade dysplasia, since these are believed to harbor a particularly high risk for malignant transition and thus require resection. Promoter methylation of SEPT9 and SHOX2 has been suggested as a biomarker for various solid malignant tumors. Hence, the present study aimed to test their biomarker potential in CRC and precursor lesions. Results Assessment of promoter methylation of SEPT9 distinguished adenomas and CRC from controls as well as advanced from non-advanced adenomas (all p < 0.001). Correspondingly, SHOX2 methylation levels in adenomas and colorectal carcinomas were significantly higher compared to those in normal control tissues (p < 0.001). Histologic transition from adenomas to CRC was paralleled by amplification of the SEPT9 gene locus. Conclusions SEPT9/SHOX2 methylation assays may help to distinguish colorectal cancer and adenomas from normal and inflammatory colonic tissue, as well as advanced from non-advanced adenomas. Further studies need to validate these findings before introduction in clinical routine.
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Affiliation(s)
- Alexander Semaan
- Department of General, Visceral, Thoracic and Vascular Surgery, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Anne van Ellen
- Institute of Pathology, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Sebastian Meller
- Institute of Pathology, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Dominik Bergheim
- Institute of Pathology, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Vittorio Branchi
- Department of General, Visceral, Thoracic and Vascular Surgery, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Philipp Lingohr
- Department of General, Visceral, Thoracic and Vascular Surgery, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Diane Goltz
- Institute of Pathology, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Jörg C Kalff
- Department of General, Visceral, Thoracic and Vascular Surgery, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Glen Kristiansen
- Institute of Pathology, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Hanno Matthaei
- Department of General, Visceral, Thoracic and Vascular Surgery, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Dimitrios Pantelis
- Department of General, Visceral, Thoracic and Vascular Surgery, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Dimo Dietrich
- Institute of Pathology, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
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