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Hu D, Zhao J, Wu M, Zhou Y, Lyu B, Xu C, Huang C, Su Z, Zhang H, Guo J, Tang W, Chen G, Li Q. Microbial interactions induce the mutational signature of mismatch repair deficiency in colorectal cancer and associated with EPPK1 mutations. Cancer Lett 2025; 625:217807. [PMID: 40383409 DOI: 10.1016/j.canlet.2025.217807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 05/12/2025] [Accepted: 05/15/2025] [Indexed: 05/20/2025]
Abstract
To better understand the impact of microbial interactions on the clonal evolution of colorectal cancer (CRC), we conducted high-resolution profiling of the gut microbiome of 101 treatment-naïve primary CRC patients using nanopore sequencing. We performed an integrated analysis of microbiome and tumor exome data to identify symbiotic microbes that interactively influence the mutational processes and the subsequent clonality of CRC. Our results suggested that Dialister pneumosintes and Fusobacterium animalis were both associated with somatic EPPK1 mutations and promote SBS6 (mismatch repair deficiency, dMMR) activity. Notably, we showed that the symbiotic architecture of Dialister pneumosintes and Fusobacterium animalis undergoes significant changes with the mutational status of EPPK1. In addition, we identified specific metabolic pathways involving key metabolites that potentially mediate microbial interactions in CRC. These findings provide new insights into the interplay between the gut microbiome and the mutation landscape of colorectal cancer, thereby informing the clonal evolution of CRC and new strategies for precision medicine.
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Affiliation(s)
- Dandan Hu
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, 510060, China; Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, China
| | - Jialin Zhao
- Department of Hematology, School of Medicine, Xiamen University, Xiamen, Fujian, 361005, China; National Institute for Data Science in Health and Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, China
| | - Miaoqing Wu
- Digestive Diseases Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China; Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Ying Zhou
- Department of Hematology, School of Medicine, Xiamen University, Xiamen, Fujian, 361005, China; National Institute for Data Science in Health and Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, China
| | - Beile Lyu
- State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, 361100, China
| | - Chaoqun Xu
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, 361104, China
| | - Chao Huang
- Department of Hematology, School of Medicine, Xiamen University, Xiamen, Fujian, 361005, China; National Institute for Data Science in Health and Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, China
| | - Zixuan Su
- Department of Hematology, School of Medicine, Xiamen University, Xiamen, Fujian, 361005, China; National Institute for Data Science in Health and Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, China
| | - Hui Zhang
- Department of Medical Oncology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361003, China
| | - Jintao Guo
- Department of Scientific Research Management, Weifang People's Hospital, Shandong Second Medical University, Weifang, 261041, Shandong Province, China
| | - Weiwei Tang
- National Institute for Data Science in Health and Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, China; Department of Medical Oncology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361003, China; The School of Clinical Medicine, Fujian Medical University, China
| | - Gong Chen
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, 510060, China; Department of Colorectal Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, China.
| | - Qiyuan Li
- Department of Hematology, School of Medicine, Xiamen University, Xiamen, Fujian, 361005, China; National Institute for Data Science in Health and Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, China.
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2
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Wu Y, Tong Y, Zhang H, Li Y, Zhu X, Li M, Qiu L, Liu W, Mei S, Mao Y, Cao Y, Su C, Yu W, Wang J, Wang T, Zhu Z, Yu DH. A novel dual-target Septin9 methylation assay for improved detection of early-stage colorectal cancer and high-grade intraepithelial neoplasia. BMC Cancer 2024; 24:916. [PMID: 39080571 PMCID: PMC11290180 DOI: 10.1186/s12885-024-12645-4] [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: 04/28/2024] [Accepted: 07/16/2024] [Indexed: 08/02/2024] Open
Abstract
BACKGROUND Colorectal cancer (CRC) ranks as the third most common malignancies in the world, and periodic examination of the patient is advantageous in reducing the mortality of CRC. The first blood-based Septin9 gene methylation assay which recognized by the US FDA for CRC examination was Epi proColon. However, this assay was not broadly applied in the current clinical guideline because of its relatively lower sensitivity in the detection of early-stage CRC. METHODS This study aimed at developing a new multiplex Septin9 methylation assay (ColonUSK) which simultaneously evaluates two CpG-rich subregions in the promoter of the Septin9 gene and an internal control in a single reaction. ColonUSK proved increased sensitivity, with a detection limit as low as 12pg of the positive DNA compared with the Septin9 assay targeting one CpG-rich subregion. 1366 subjects were prospectively recruited from four comprehensive hospitals in China in an opportunistic screening study for assessing its value in CRC detection. Blind testing was developed to evaluate ColonUSK in comparison with clinical examination using clinical gold standard such as colonoscopy. RESULTS The assay demonstrates clinical sensitivity for diagnosing colorectal cancer (CRC) and advanced adenoma at rates of 77.34% and 25.26%, respectively. Furthermore, ColonUSK exhibits a high degree of specificity for non-CRC cases (95.95%) clinically. Significantly, the detection rate of cases in high-grade intraepithelial neoplasia increased to 54.29%. The value for the assay in the Kappa test was 0.76, showing a high degree of consistency between ColonUSK and clinical gold standard. CONCLUSIONS ColonUSK indicated moderate diagnostic value and could become a non-invasive detection way for CRC. The implementation of the ColonUSK assay has the capacity to markedly enhance CRC screening practices.
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Affiliation(s)
- Youming Wu
- Zhongshan Xiaolan People's Hospital, Zhongshan, China
| | - Yongqing Tong
- Clinical Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Haitao Zhang
- Department of Gastrointestinal Surgery, The Second People's Hospital of Shenzhen, Shenzhen, China
| | - Yun Li
- Department of Gastrointestinal Surgery, The Second People's Hospital of Shenzhen, Shenzhen, China
| | - Xu Zhu
- Clinical Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Ming Li
- Clinical Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Lili Qiu
- Clinical Laboratory, The Second Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Wenlan Liu
- Department of Gastrointestinal Surgery, The Second People's Hospital of Shenzhen, Shenzhen, China
| | - Siqing Mei
- Clinical Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yu Mao
- USK Bioscience, Co., Ltd, 5th Floor, Building A, Guanlan High-tech Park, Shenzhen, China
| | - Yanhua Cao
- USK Bioscience, Co., Ltd, 5th Floor, Building A, Guanlan High-tech Park, Shenzhen, China
| | - Caiyan Su
- USK Bioscience, Co., Ltd, 5th Floor, Building A, Guanlan High-tech Park, Shenzhen, China
| | - Wentao Yu
- USK Bioscience, Co., Ltd, 5th Floor, Building A, Guanlan High-tech Park, Shenzhen, China
| | - Junli Wang
- Youjiang Medical University For Nationalities, Baise, Guangxi, China
| | - Taizhong Wang
- Youjiang Medical University For Nationalities, Baise, Guangxi, China
| | - Zhongyuan Zhu
- Clinical Laboratory, The Second Affiliated Hospital of Hainan Medical University, Haikou, China.
| | - De-Hua Yu
- USK Bioscience, Co., Ltd, 5th Floor, Building A, Guanlan High-tech Park, Shenzhen, China.
- Youjiang Medical University For Nationalities, Baise, Guangxi, China.
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Grossi I, Assoni C, Lorini L, Smussi D, Gurizzan C, Grisanti S, Paderno A, Mattavelli D, Piazza C, Pelisenco IA, De Petro G, Salvi A, Bossi P. Evaluation of DNA methylation levels of SEPT9 and SHOX2 in plasma of patients with head and neck squamous cell carcinoma using droplet digital PCR. Oncol Rep 2024; 51:52. [PMID: 38299234 PMCID: PMC10865173 DOI: 10.3892/or.2024.8711] [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: 07/14/2023] [Accepted: 12/12/2023] [Indexed: 02/02/2024] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is the seventh most commonly diagnosed cancer globally. HNSCC develops from the mucosa of the oral cavity, pharynx and larynx. Methylation levels of septin 9 (SEPT9) and short stature homeobox 2 (SHOX2) genes in circulating cell‑free DNA (ccfDNA) are considered epigenetic biomarkers and have shown predictive value in preliminary reports in HNSCC. Liquid biopsy is a non‑invasive procedure that collects tumor‑derived molecules, including ccfDNA. In the present study, a droplet digital PCR (ddPCR)‑based assay was developed to detect DNA methylation levels of circulating SEPT9 and SHOX2 in the plasma of patients with HNSCC. The assay was first set up using commercial methylated and unmethylated DNA. The dynamic changes in the methylation levels of SEPT9 and SHOX2 were then quantified in 20 patients with HNSCC during follow‑up. The results highlighted: i) The ability of the ddPCR‑based assay to detect very low copies of methylated molecules; ii) the significant decrease in SEPT9 and SHOX2 methylation levels in the plasma of patients with HNSCC at the first time points of follow‑up with respect to T0; iii) a different trend of longitudinally DNA methylation variations in small groups of stratified patients. The absolute and precise quantification of SEPT9 and SHOX2 methylation levels in HNSCC may be useful for studies with translational potential.
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Affiliation(s)
- Ilaria Grossi
- Division of Biology and Genetics, Department of Molecular and Translational Medicine, University of Brescia, I-25123 Brescia, Italy
| | - Claudia Assoni
- Unit of Medical Oncology, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili of Brescia, University of Brescia, I-25123 Brescia, Italy
| | - Luigi Lorini
- Unit of Medical Oncology, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili of Brescia, University of Brescia, I-25123 Brescia, Italy
| | - Davide Smussi
- Unit of Medical Oncology, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili of Brescia, University of Brescia, I-25123 Brescia, Italy
| | - Cristina Gurizzan
- Unit of Medical Oncology, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili of Brescia, University of Brescia, I-25123 Brescia, Italy
| | - Salvatore Grisanti
- Unit of Medical Oncology, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili of Brescia, University of Brescia, I-25123 Brescia, Italy
| | - Alberto Paderno
- Unit of Otorhinolaryngology-Head and Neck Surgery, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili of Brescia, University of Brescia, I-25123 Brescia, Italy
| | - Davide Mattavelli
- Unit of Otorhinolaryngology-Head and Neck Surgery, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili of Brescia, University of Brescia, I-25123 Brescia, Italy
| | - Cesare Piazza
- Unit of Otorhinolaryngology-Head and Neck Surgery, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili of Brescia, University of Brescia, I-25123 Brescia, Italy
| | - Iulia Andreea Pelisenco
- Division of Biology and Genetics, Department of Molecular and Translational Medicine, University of Brescia, I-25123 Brescia, Italy
| | - Giuseppina De Petro
- Division of Biology and Genetics, Department of Molecular and Translational Medicine, University of Brescia, I-25123 Brescia, Italy
| | - Alessandro Salvi
- Division of Biology and Genetics, Department of Molecular and Translational Medicine, University of Brescia, I-25123 Brescia, Italy
| | - Paolo Bossi
- Unit of Medical Oncology, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili of Brescia, University of Brescia, I-25123 Brescia, Italy
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Chauhan S, Sharma S. Recent Approaches on Molecular Markers, Treatment and Novel Drug Delivery System Used for the Management of Colorectal Cancer: A Comprehensive Review. Curr Pharm Biotechnol 2024; 25:1969-1985. [PMID: 38275054 DOI: 10.2174/0113892010270975231208113157] [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: 08/23/2023] [Revised: 09/29/2023] [Accepted: 10/16/2023] [Indexed: 01/27/2024]
Abstract
Colorectal cancer affects 1 in 25 females and 1 in 24 males, making it the third most frequent cancer with over 6,08,030 deaths worldwide, despite advancements in detection and treatments, including surgery, chemotherapeutics, radiotherapy, and immune therapeutics. Novel potential agents have increased survival in acute and chronic disease conditions, with a higher risk of side effects and cost. However, metastatic disease has an insignificant long-term diagnosis, and significant challenges remain due to last-stage diagnosis and treatment failure. Early detection, survival, and treatment efficacy are all improved by biomarkers. The advancement of cancer biomarkers' molecular pathology and genomics during the last three decades has improved therapy. Clinically useful prognostic biomarkers assist clinical judgment, for example, by predicting the success of EGFR-inhibiting antibodies in the presence of KRAS gene mutations. Few biomarkers are currently used in clinical settings, so further research is still needed. Nanocarriers, with materials like Carbon nanotubes and gold nanoparticles, provide targeted CRC drug delivery and diagnostics. Light-responsive drugs with gold and silica nanoparticles effectively target and destroy CRC cells. We evaluate the potential use of the long non-coding RNA (non-coding RNA) oncogene plasmacytoma variant translocation 1 (PVT1) as a diagnostic, prognostic, and therapeutic biomarker, along with the latest nanotech breakthroughs in CRC diagnosis and treatment.
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Affiliation(s)
- Sonia Chauhan
- Noida Institute of Engineering and Technology (Pharmacy Institute), Greater Noida, U.P, 201306, India
| | - Sakshi Sharma
- Noida Institute of Engineering and Technology (Pharmacy Institute), Greater Noida, U.P, 201306, India
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Shen X, Xu M, Wang H, Wang H, Shen M, Talap J, Hu H, Zeng S, Gao S, Cai S. Site-specific detection of circulating tumor DNA methylation in biological samples utilizing phosphorothioated primer-based loop-mediated isothermal amplification. Biosens Bioelectron 2023; 237:115550. [PMID: 37517335 DOI: 10.1016/j.bios.2023.115550] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 07/13/2023] [Accepted: 07/25/2023] [Indexed: 08/01/2023]
Abstract
DNA methylation, a kind of epigenetic alteration, plays a vital role in tumorigenesis and offers a new class of targets for cancer treatment. DNA hypermethylation at the E-Box site (CACGTG, -288 bp) in the SLC22A2 promoter was related to multidrug resistance of renal cell carcinoma (RCC), which can provide the target for both treatment and monitoring. Herein, we developed a novel phosphorothioated primer based loop-mediated isothermal amplification (PS-LAMP) assay to detect circulating tumor DNA (ctDNA) methylation levels in E-Box sites in tumor tissue, urine, and plasma samples from patients with RCC. Bisulfite treatment converted methylated/unmethylated discrepancy to a single base discrepancy (C/U). PS-LAMP amplified the templates to a tremendous amount. One-step strand displacement (OSD) probe provided single base resolution in amplified products and finally realized the specific site methylation detection. Our proposed method provided a linear range from 0% to 100% for methylation levels and was available in samples at low concentrations (102 copies/μL). Visually observable colorimetric detection can be achieved by incorporating the OSD probe with gold nanoparticles (AuNP). Our assay performed better than traditional methods in biological samples with low ctDNA concentration. Further, we found a potential consistency of methylation levels between tumor tissue and plasma sample from the same patient (Spearman's ρ = 0.886, P = 0.019, n = 6). In general, this work provides a PS-LAMP assay combining OSD probes for site-specific methylation detection in various biological samples, offering a method for noninvasive detection.
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Affiliation(s)
- Xudan Shen
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Mingcheng Xu
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Hechen Wang
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Hua Wang
- Department of Urology, Zhejiang Cancer Hospital, Hangzhou, 310022, China
| | - Minzhe Shen
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Jadera Talap
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Haihong Hu
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Su Zeng
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, Zhejiang, China.
| | - Shunxiang Gao
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University, NHC Key Laboratory of Myopia (Fudan University), Key Laboratory of Myopia, Chinese Academy of Medical Sciences, Shanghai Key Laboratory of Visual Impairment and Restoration, Shanghai, 200031, China.
| | - Sheng Cai
- Institute of Drug Metabolism and Pharmaceutical Analysis, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, Zhejiang, China.
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Zhang X, Hou H, Jiang M, Zhang X. Aberrant circulating tumor DNA methylation and exosomal microRNA biomarkers for early detection of colorectal cancer. Mol Biol Rep 2023; 50:2743-2750. [PMID: 36583782 DOI: 10.1007/s11033-022-08194-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 12/06/2022] [Indexed: 12/31/2022]
Abstract
INTRODUCTION Colorectal cancer (CRC) became the third most commonly diagnosed malignancy and the second leading cause of cancer death in 2020. However, the rates of early screening and early diagnosis for CRC remain unsatisfactory. Thus, it is essential to explore the initiating factors of CRC and strategies for its early diagnosis. Research progress in liquid biopsy has led to the finding that circulating tumor-derived DNA (ctDNA) and exosomes play vital roles in early detection of CRC. THE APPLICATIONS OF LIQUID BIOPSY FOR EARLY DETECTION OF COLORECTAL CANCER: Moreover, the increased understanding of epigenetics has highlighted the role of ctDNA methylation in CRC carcinogenesis, and the detection of aberrant ctDNA methylation markers is a feasible strategy for diagnosis of early-stage CRC. Among exosomal markers, microRNAs (miRNAs) are abundant and are the most researched. Upregulated or downregulated expression of exosome-derived miRNAs can indicate the occurrence of early-stage CRC. FUTURE PERSPECTIVE The current research progress on aberrant ctDNA methylation and tumor exosomal miRNA biomarkers in early detection of CRC is summarized in this review, and the advantages and shortcomings of the methods are discussed.
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Affiliation(s)
- Xuchen Zhang
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China.,Qingdao Cancer Institute, Qingdao University, Qingdao, China
| | - Helei Hou
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China.,Qingdao Cancer Institute, Qingdao University, Qingdao, China
| | - Man Jiang
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China.,Qingdao Cancer Institute, Qingdao University, Qingdao, China
| | - Xiaochun Zhang
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China. .,Qingdao Cancer Institute, Qingdao University, Qingdao, China.
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Tang H, Ma X, Zhou L, Li W, Shu Y, Xu H, Li J, Wang F, Sun F, Duan Y. Distinct Performance of Methylated SEPT9 in Upper and Lower Gastrointestinal Cancers and Combined Detection with Protein Markers. Genet Test Mol Biomarkers 2022; 26:239-248. [PMID: 35481971 DOI: 10.1089/gtmb.2021.0127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: The performance of methylated SEPT9 (mSEPT9) in lower gastrointestinal (GI) cancer (colorectal cancer) has been extensively investigated; however, its performance in upper GI cancer (esophageal cancer and gastric cancer) and the comparison with lower GI cancer have rarely been studied. Methods: A total of 1854 subjects, including 344 upper GI cancer patients, 459 lower GI cancer patients, and 1051 noncancer subjects, were recruited in this prospective cohort study. A modified single polymerase chain reaction test for detecting mSEPT9 was used for plasma detection. Results: The sensitivity of mSEPT9 for upper and lower GI cancers was 45.3% and 74.8%, and the corresponding specificities were 85.6% and 86.5%, with areas under curve (AUC) of 0.71 and 0.80, respectively. mSEPT9 exhibited lower sensitivity in stage I than stage II-IV cancer, while no difference in sensitivity was observed for different locations in upper or lower GI cancer. No difference in sensitivity was found among gross classifications, pathological classifications, and differentiation in upper GI cancer, but a higher sensitivity in infiltrative cancer and moderate and poorly differentiated cancers was observed in the lower GI. No difference in sensitivity was found between male and female in both cancers, while sensitivity increased with age for both cancers. Cancer antigen 724 (CA724) showed the highest sensitivity for upper GI cancers, and carcinoembryonic antigen (CEA) showed the highest sensitivity for lower GI cancers. The combination of CA724 with mSEPT9 increased the sensitivity to 67.5% in upper GI cancers, and the combination of mSEPT9 with CEA increased the sensitivity to 85.4% in lower GI cancers, with an AUC of 0.90 and 0.95, respectively. Conclusions: mSEPT9 exhibited a higher sensitivity in lower GI cancers than upper GI cancers. The combination of mSEPT9 with protein markers significantly enhanced the detection sensitivity in both cancers.
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Affiliation(s)
- Haoran Tang
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital of Kunming Medical University, Kunming, P.R. China
| | - Xudong Ma
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital of Kunming Medical University, Kunming, P.R. China
| | - Lin Zhou
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital of Kunming Medical University, Kunming, P.R. China
| | - Wei Li
- Blood Transfusion Department, the Second Affiliated Hospital of Kunming Medical University, Kunming, P.R. China
| | - Yixiong Shu
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital of Kunming Medical University, Kunming, P.R. China
| | - Haichao Xu
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital of Kunming Medical University, Kunming, P.R. China
| | - Jiang Li
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital of Kunming Medical University, Kunming, P.R. China
| | - Feng Wang
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital of Kunming Medical University, Kunming, P.R. China
| | - Feng Sun
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital of Kunming Medical University, Kunming, P.R. China
| | - Yongqing Duan
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital of Kunming Medical University, Kunming, P.R. China
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8
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Xu J, Song J, Wang T, Zhu W, Zuo L, Wu J, Guo J, Yang X. A combination of methylation and protein markers is capable of detecting gastric cancer detection by combined markers. Epigenomics 2021; 13:1557-1570. [PMID: 34632818 DOI: 10.2217/epi-2021-0080] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Aim: This study aimed to validate a combination of mSEPT9, mRNF180 and CA724 for gastric cancer (GC) detection. Patients & methods: The performance of mSEPT9, mRNF180 and CA724 was examined in a prospective cohort study with 518 participants (151 with GC, 56 with atrophic gastritis, 87 with other gastrointestinal diseases and 224 with no evidence of disease). Results: mSEPT9, mRNF180 or CA724 alone detected 48.3, 37.1 and 43.1% of GC, respectively. The combination of mSEPT9 and mRNF180 detected 60.3% of GC, and the combination of all three markers detected 68.6% of GC. The detection sensitivity of mSEPT9 and mRNF180 was significantly higher for gastric body and in elder subjects. mSEPT9 was correlated with poorer GC survival. Conclusion: The combination of mSEPT9, mRNF180 and CA724 was adequately sensitive for GC detection. The blood mSEPT9 was predictive for GC prognosis.
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Affiliation(s)
- Jianbiao Xu
- Department of General Surgery II, The First People's Hospital of Yunnan Province, Kunming, Yunnan, 650032, PR China
| | - Jianlin Song
- Department of General Surgery II, The First People's Hospital of Yunnan Province, Kunming, Yunnan, 650032, PR China
| | - Tongmin Wang
- Department of General Surgery II, The First People's Hospital of Yunnan Province, Kunming, Yunnan, 650032, PR China
| | - Wenchuan Zhu
- Department of General Surgery II, The First People's Hospital of Yunnan Province, Kunming, Yunnan, 650032, PR China
| | - Liangyu Zuo
- Department of General Surgery II, The First People's Hospital of Yunnan Province, Kunming, Yunnan, 650032, PR China
| | - Jinzhi Wu
- Department of General Surgery II, The First People's Hospital of Yunnan Province, Kunming, Yunnan, 650032, PR China
| | - Jianhui Guo
- Department of General Surgery II, The First People's Hospital of Yunnan Province, Kunming, Yunnan, 650032, PR China
| | - Xiaochun Yang
- Department of Ophthalmology, The First People's Hospital of Yunnan Province, Kunming, Yunnan, 650032, PR China
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Chen W, Peng Y, Ma X, Kong S, Tan S, Wei Y, Zhao Y, Zhang W, Wang Y, Yan L, Qiao J. Integrated multi-omics reveal epigenomic disturbance of assisted reproductive technologies in human offspring. EBioMedicine 2020; 61:103076. [PMID: 33099088 PMCID: PMC7585147 DOI: 10.1016/j.ebiom.2020.103076] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Revised: 09/21/2020] [Accepted: 10/02/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND The births of more than 8 million infants have been enabled globally through assisted reproductive technologies (ARTs), including conventional in vitro fertilization (IVF) and intracytoplasmic sperm injection (ICSI) with either fresh embryo transfer (ET) or frozen embryo transfer (FET). However, the safety issue regarding ARTs has drawn growing attention with accumulating observations of rising health risks, and underlying epigenetic mechanisms are largely uncharacterized. METHODS In order to clarify epigenetic risks attributable to ARTs, we profiled DNA methylome on 137 umbilical cord blood (UCB) and 158 parental peripheral blood (PPB) samples, histone modifications (H3K4me3, H3K4me1, H3K27me3 and H3K27ac) on 33 UCB samples and transcriptome on 32 UCB samples by reduced representation bisulfite sequencing (RRBS), chromatin immunoprecipitation sequencing (ChIP-seq), and RNA sequencing (RNA-seq), respectively. FINDINGS We revealed that H3K4me3 was the most profoundly impacted by ICSI and freeze-thawing operation compared with the other three types of histone modifications. IVF-ET seemed to introduce less disturbance into infant epigenomes than IVF-FET or ICSI-ET did. ARTs also decreased the similarity of DNA methylome within twin pairs, and we confirmed that ART per se would introduce conservative changes locally through removal of parental effect. Importantly, those unique and common alterations induced by different ART procedures were highly enriched in the processes related to nervous system, cardiovascular system and glycolipid metabolism etc., which was in accordance with those findings in previous epidemiology studies and suggested some unexplored health issues, including in the immune system and skeletal system. INTERPRETATION Different ART procedures can induce local and functional epigenetic abnormalities, especially for DNA methylation and H3K4me3, providing an epigenetic basis for the potential long-term health risks in ART-conceived offspring. FUNDING SOURCES This study was funded by National Natural Science Foundation of China (81730038; 81521002), National Key Research and Development Program (2018YFC1004000; 2017YFA0103801; 2017YFA0105001) and Strategic Priority Research Program of the Chinese Academy of Sciences (XDA16020703). Yang Wang was supported by Postdoctoral Fellowship of Peking-Tsinghua Center for Life Science.
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Affiliation(s)
- Wei Chen
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100871, China; Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing 100191, China; Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing 100191, China; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Yong Peng
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100871, China; Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing 100191, China; Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing 100191, China; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Xinyi Ma
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100871, China; Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing 100191, China; Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing 100191, China; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Siming Kong
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100871, China; Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing 100191, China; Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing 100191, China; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Shuangyan Tan
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100871, China
| | - Yuan Wei
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100871, China
| | - Yangyu Zhao
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100871, China
| | - Wenxin Zhang
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100871, China
| | - Yang Wang
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100871, China; Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing 100191, China; Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing 100191, China.
| | - Liying Yan
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100871, China; Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing 100191, China; Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing 100191, China.
| | - Jie Qiao
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100871, China; Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing 100191, China; Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing 100191, China; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China; Beijing Advanced Innovation Center for Genomics, Peking University, Beijing 100871, China.
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10
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Yu H, Pan R, Gao T, Wu D, Ying J, Duan S. FANCF hypomethylation is associated with colorectal cancer in Han Chinese. TURKISH JOURNAL OF GASTROENTEROLOGY 2020; 31:558-565. [PMID: 32915143 DOI: 10.5152/tjg.2020.19394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
BACKGROUND/AIMS Fanconi anemia complement group F (FANCF) is known to be involved in DNA repair, and the overexpression of FANCF protein leads to cell proliferation and ultimately to cancer. The purpose of this study was to assess whether FANCF methylation was associated with colorectal cancer (CRC). MATERIALS AND METHODS A case-control experiment was conducted to study the association between FANCF methylation and CRC. We used quantitative methylation-specific PCR to measure the FANCF promoter methylation, and the percentage of methylation reference (PMR) to quantify the FANCF promoter methylation level. To investigate the effect of the selected FANCF fragment on gene expression regulation, we also performed a dual-luciferase reporter gene assay. RESULTS The results indicated that FANCF methylation in CRC tumor tissues was significantly lower than that in the nontumor tissues (median PMR: 44.86% vs. 65.77%, p=0.00001). Analysis of receiver-operating characteristic curves showed that FANCF hypomethylation had a diagnostic value for CRC (area under curve [AUC]: 0.670, sensitivity: 55.8%, specificity: 71.7%, p=0.00001). The dual-luciferase reporter assay showed that the FANCF fragment upregulated gene expression (fold change: 1.93, p=0.002). CONCLUSION Research demonstrates for the first time that FANCF hypomethylation is significantly associated with CRC risk. FANCF hypomethylation may ultimately increase the risk of CRC by upregulating the expression of FANCF.
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Affiliation(s)
- Hang Yu
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Ranran Pan
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Tong Gao
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Dongping Wu
- Department of Medical Oncology, Shaoxing People's Hospital, Shaoxing Hospital of Zhejiang University, Zhejiang, China
| | - Jieer Ying
- Department of Medical Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Shiwei Duan
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
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11
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Wu X, Ouyang Y, Wang B, Lin J, Bai Y. Hypermethylation of the IRAK3-Activated MAPK Signaling Pathway to Promote the Development of Glioma. Cancer Manag Res 2020; 12:7043-7059. [PMID: 32848462 PMCID: PMC7425661 DOI: 10.2147/cmar.s252772] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Accepted: 06/25/2020] [Indexed: 12/21/2022] Open
Abstract
Objective This study aimed to elucidate the molecular mechanism underlying the involvement of abnormal DNA methylation in the development of glioma and identify potential new targets for glioma therapy. Methods The GSE79122 chip achieved from the Gene Expression Omnibus (GEO) database containing 69 glioma samples and 9 normal samples was analyzed. Methylation-specific polymerase chain reaction (MS-PCR or MSP), reverse transcription-PCR, and Western blot analysis were used to confirm the methylation level and expression level of the interleukin receptor-associated kinase (IRAK3) gene in glioma cells, 36 glioma samples, and the corresponding normal samples. In vitro, the proliferation, apoptosis rate, migration, and invasion abilities of glioma cells were detected by Cell Counting Kit-8 assay, Transwell assay, enzyme-linked immunosorbent assay, and flow cytometry, respectively. Besides, the xenograft assay of nude mice was used to confirm the effect of the IRAK3 on glioma in vivo. Results Microarray analysis showed that the IRAK3 was one of the most hypermethylated genes in glioma, and the related mitogen-activated protein kinase (MAPK) signaling pathway was activated. More experiments supported the higher methylation level and lower expression level of the IRAK3 in glioma tissues and cell lines. The viability, migration, and invasion ability of glioma cells significantly reduced and the apoptosis rate increased with the overexpression and demethylation of the IRAK3 in vitro. Besides, treatment with the MAPK signaling pathway inhibitor PD325901 alone or the overexpression or demethylation of the IRAK3 had a similar effect as the overexpression or demethylation of the IRAK3 alone in glioma cells. In vivo, xenotransplantation experiments in nude mice confirmed that the overexpression and demethylation of the IRAK3 and suppression of the MAPK signaling pathway inhibited the development of glioma. Conclusion IRAK3 inhibited the development of glioma progression through the MAPK signaling pathway.
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Affiliation(s)
- Xinghai Wu
- Department of Neurosurgery, Zhangye People's Hospital Affiliated to Hexi University, Gansu, People's Republic of China
| | - Yian Ouyang
- Department of Neurosurgery, First Affiliated Hospital of Gannan Medical College, Jiangxi, People's Republic of China
| | - Bin Wang
- Department of Neurosurgery, Zhangye People's Hospital Affiliated to Hexi University, Gansu, People's Republic of China
| | - Jian Lin
- Department of Neurosurgery, Zhangye People's Hospital Affiliated to Hexi University, Gansu, People's Republic of China
| | - Yun Bai
- Department of Neurosurgery, Zhangye People's Hospital Affiliated to Hexi University, Gansu, People's Republic of China
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12
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Bagheri H, Mosallaei M, Bagherpour B, Khosravi S, Salehi AR, Salehi R. TFPI2 and NDRG4 gene promoter methylation analysis in peripheral blood mononuclear cells are novel epigenetic noninvasive biomarkers for colorectal cancer diagnosis. J Gene Med 2020; 22:e3189. [PMID: 32196834 DOI: 10.1002/jgm.3189] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 03/11/2020] [Accepted: 03/12/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND As a result of the growing prevalence of colorectal cancer (CRC), new screening and early detection methods are required. Among the novel biomarkers, DNA methylation has emerged as a high-potential diagnosis/screening molecular marker. The present study aimed to assess non-invasive early diagnosis of CRC by examining promoter methylation of TFPI2 and NDRG4 genes in peripheral blood mononuclear cells (PBMCs). METHODS Fifty CRC patients and 50 normal controls were recruited to the present study. Quantitative methylation of the promoter region of the TFPI2 and NDRG4 genes was analyzed in DNA extracted from PBMCs of all cases and control subjects using a methylation-quantification endonuclease-resistant DNA (MethyQESD) method. RESULTS The sensitivity and specificity of the TFPI2 gene for the diagnosis of CRC was 88% and 92%, respectively, and, for the NDRG4 gene, it was 86% and 92%, respectively. The methylation range for the TFPI2 gene was 43.93% and 11.56% in patients and controls, respectively, and, for the NDRG4 gene, it was 38.8% in CRC patients and 12.23% in healthy controls (p < 0.001). In addition, we observed that a higher percentage of methylation was correlated with the higher stage of CRC. CONCLUSIONS The results of the present study reveal that PBMCs are reliable sources of methylation analysis for CRC screening. Furthermore, the TFPI2 and NDRG4 genes provide sufficiently high sensitivity and specificity to be nominated for use in a novel noninvasive CRC screening method in PBMCs.
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Affiliation(s)
- Hadi Bagheri
- Department of Genetics and Molecular biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Meysam Mosallaei
- Department of Genetics and Molecular biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Bahram Bagherpour
- Department of Genetics and Molecular biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.,Gerfa Namayesh Azmayesh (GENAZMA) Science & Research Institute, Isfahan, Iran
| | - Sharifeh Khosravi
- Department of Genetics and Molecular biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Ahmad Reza Salehi
- Department of Genetics and Molecular biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Rasoul Salehi
- Department of Genetics and Molecular biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.,Gerfa Namayesh Azmayesh (GENAZMA) Science & Research Institute, Isfahan, Iran
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13
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Yang X, Xu ZJ, Chen X, Zeng SS, Qian L, Wei J, Peng M, Wang X, Liu WL, Ma HY, Gong ZC, Yan YL. Clinical value of preoperative methylated septin 9 in Chinese colorectal cancer patients. World J Gastroenterol 2019; 25:2099-2109. [PMID: 31114136 PMCID: PMC6506579 DOI: 10.3748/wjg.v25.i17.2099] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 03/25/2019] [Accepted: 04/10/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The methylated septin 9 (mSEPT9) assay was the first blood-based test approved by the United States Food and Drug Administration as a colorectal screening test. However, the diagnostic and prognostic role of preoperative mSEPT9 for colorectal cancer (CRC) in Chinese patients is still unknown. AIM To improve the understanding of diagnostic and prognostic factors, serum mSEPT9 was detected in Chinese CRC patients. METHODS A retrospective analysis of 354 cases, of which 300 had CRC and 54 were normal, was performed in China. Patients' characteristics, treatments, and laboratory data, including age, the date of surgery, Union for International Cancer Control (UICC) stages, distant metastasis (M), and so on, were collected. Methylation levels of SEPT9 were quantified by quantitative, methylation-specific polymerase chain reaction before surgery. In addition, the effects of mSEPT9 on the occurrence and prognosis of 330 CRC cases from The Cancer Genome Atlas (TCGA) database were evaluated using bioinformatics analyses. Potential prognostic factors for overall survival (OS) and progression-free survival (PFS) were evaluated by Kaplan-Meier univariate analysis. RESULTS In Chinese CRC patients, positive mSEPT9 was strongly associated with advanced UICC stages, deeper invasion by the primary tumor, and more distant metastasis. Methylation levels of SEPT9 were stage-dependent and showed a stepwise increase in UICC stages (I-IV), primary tumor categories (T1-T4), regional node categories (N0-N2), and distant metastasis categories (M0-M1). The patients with positive mSEPT9 showed a tendency toward lower PFS. After analyzing TCGA clinical data, the high mSEPT9 group was found to be obviously correlated only with more distant metastasis. The patients with high mSEPT9 levels showed a tendency toward lower OS. Besides, nine meaningful mSEPT9 sites were found to provide guidance for the follow-up studies. CONCLUSION MSEPT9 analysis may add valuable information to current tumor staging. Serum mSEPT9 in Chinese CRC patients appears to offer promising novel prognostic markers and might be considered for monitoring CRC recurrence.
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Affiliation(s)
- Xue Yang
- Department of Pharmacy, Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Zhi-Jie Xu
- Department of Pathology, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Xi Chen
- Department of Pharmacy, Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Shuang-Shuang Zeng
- Department of Pharmacy, Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Long Qian
- Department of Pharmacy, Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Jie Wei
- Department of Pharmacy, Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Mei Peng
- Department of Pharmacy, Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Xiang Wang
- Department of Pharmacy, Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Wan-Li Liu
- Department of Pharmacy, Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Hong-Ying Ma
- Department of Pharmacy, Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Zhi-Cheng Gong
- Department of Pharmacy, Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Yuan-Liang Yan
- Department of Pharmacy, Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
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14
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Kel A, Boyarskikh U, Stegmaier P, Leskov LS, Sokolov AV, Yevshin I, Mandrik N, Stelmashenko D, Koschmann J, Kel-Margoulis O, Krull M, Martínez-Cardús A, Moran S, Esteller M, Kolpakov F, Filipenko M, Wingender E. Walking pathways with positive feedback loops reveal DNA methylation biomarkers of colorectal cancer. BMC Bioinformatics 2019; 20:119. [PMID: 30999858 PMCID: PMC6471696 DOI: 10.1186/s12859-019-2687-7] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND The search for molecular biomarkers of early-onset colorectal cancer (CRC) is an important but still quite challenging and unsolved task. Detection of CpG methylation in human DNA obtained from blood or stool has been proposed as a promising approach to a noninvasive early diagnosis of CRC. Thousands of abnormally methylated CpG positions in CRC genomes are often located in non-coding parts of genes. Novel bioinformatic methods are thus urgently needed for multi-omics data analysis to reveal causative biomarkers with a potential driver role in early stages of cancer. METHODS We have developed a method for finding potential causal relationships between epigenetic changes (DNA methylations) in gene regulatory regions that affect transcription factor binding sites (TFBS) and gene expression changes. This method also considers the topology of the involved signal transduction pathways and searches for positive feedback loops that may cause the carcinogenic aberrations in gene expression. We call this method "Walking pathways", since it searches for potential rewiring mechanisms in cancer pathways due to dynamic changes in the DNA methylation status of important gene regulatory regions ("epigenomic walking"). RESULTS In this paper, we analysed an extensive collection of full genome gene-expression data (RNA-seq) and DNA methylation data of genomic CpG islands (using Illumina methylation arrays) generated from a sample of tumor and normal gut epithelial tissues of 300 patients with colorectal cancer (at different stages of the disease) (data generated in the EU-supported SysCol project). Identification of potential epigenetic biomarkers of DNA methylation was performed using the fully automatic multi-omics analysis web service "My Genome Enhancer" (MGE) (my-genome-enhancer.com). MGE uses the database on gene regulation TRANSFAC®, the signal transduction pathways database TRANSPATH®, and software that employs AI (artificial intelligence) methods for the analysis of cancer-specific enhancers. CONCLUSIONS The identified biomarkers underwent experimental testing on an independent set of blood samples from patients with colorectal cancer. As a result, using advanced methods of statistics and machine learning, a minimum set of 6 biomarkers was selected, which together achieve the best cancer detection potential. The markers include hypermethylated positions in regulatory regions of the following genes: CALCA, ENO1, MYC, PDX1, TCF7, ZNF43.
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Affiliation(s)
- Alexander Kel
- Institute of Chemical Biology and Fundamental Medicine, SBRAN, Novosibirsk, 630090, Russia. .,Biosoft.ru, Ltd, Novosibirsk, 630090, Russia. .,geneXplain GmbH, 38302, Wolfenbüttel, Germany.
| | - Ulyana Boyarskikh
- Institute of Chemical Biology and Fundamental Medicine, SBRAN, Novosibirsk, 630090, Russia
| | | | | | | | | | | | | | | | | | | | - Anna Martínez-Cardús
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), 08908, Barcelona, Spain
| | - Sebastian Moran
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), 08908, Barcelona, Spain
| | - Manel Esteller
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), 08908, Barcelona, Spain.,Centro de Investigacion Biomedica en Red Cancer (CIBERONC), 28029, Madrid, Spain.,Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), 08010, Barcelona, Spain.,Institucio Catalana de Recerca i Estudis Avançats (ICREA), 08010, Barcelona, Spain
| | - Fedor Kolpakov
- Biosoft.ru, Ltd, Novosibirsk, 630090, Russia.,Institute of Computational Technologies SB RAS, Novosibirsk, 630090, Russia
| | - Maxim Filipenko
- Institute of Chemical Biology and Fundamental Medicine, SBRAN, Novosibirsk, 630090, Russia
| | - Edgar Wingender
- geneXplain GmbH, 38302, Wolfenbüttel, Germany.,Institute of Bioinformatics, University Medical Center Göttingen (UMG), Göttingen, 37077, Germany
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15
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Song L, Wang J, Wang H, Chen Y, Jia J, Guo S, Liu H, Peng X, Xiao W, Gong Y, Yang B, Lu Y, Li Y. The quantitative profiling of blood mSEPT9 determines the detection performance on colorectal tumors. Epigenomics 2018; 10:1569-1583. [PMID: 30426784 DOI: 10.2217/epi-2017-0154] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Accepted: 02/26/2018] [Indexed: 02/06/2023] Open
Abstract
AIM To investigate the quantitative relationship between the positive detection rate (PDR) in colorectal tumor detection and the mSEPT9 level. MATERIALS & METHODS The level of blood mSEPT9 in various colorectal diseases was quantified by the Epi proColon 2.0 assay. ΔΔCt values were calculated representing the mSEPT9 level. A total of 1347 subjects were recruited in this quantitative study. RESULTS PDR or sensitivity was positively correlated with the progression of colorectal tumors and the mSEPT9 level in an exponential relationship. The mSEPT9 level of CRC exhibited a distinct pattern of distribution. Strong correlation was found between mSEPT9 level and PDR or sensitivity in various tumor differentiation, pathological types or metastasis. CONCLUSION The quantitative profiling of blood mSEPT9 determines the detection performance on colorectal tumors.
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Affiliation(s)
- Lele Song
- Department of Radiotherapy, the Chinese PLA 309th Hospital, Beijing, PR China
- BioChain (Beijing) Science & Technology, Inc., Beijing, PR China
| | - Jiayu Wang
- Department of Radiotherapy, the Chinese PLA 309th Hospital, Beijing, PR China
- Department of Graduate, Hebei North University, Zhangjiakou, Hebei, PR China
| | - Huaiqing Wang
- Department of Radiotherapy, the Chinese PLA 309th Hospital, Beijing, PR China
- Department of Graduate, Hebei North University, Zhangjiakou, Hebei, PR China
| | - Yan Chen
- Comprehensive Liver Cancer Center, the Chinese PLA 302th Hospital, Beijing, PR China
| | - Jia Jia
- Department of Radiotherapy, the Chinese PLA 309th Hospital, Beijing, PR China
- Department of Graduate, Hebei North University, Zhangjiakou, Hebei, PR China
| | - Shaohua Guo
- Department of General Surgery, the Chinese PLA General Hospital, Beijing, PR China
| | - Hongyi Liu
- Department of General Surgery, the Chinese PLA General Hospital, Beijing, PR China
| | - Xiumei Peng
- Department of Oncology, the First Affiliated Hospital of the Chinese PLA General Hospital, Beijing, PR China
| | - Wenhua Xiao
- Department of Oncology, the First Affiliated Hospital of the Chinese PLA General Hospital, Beijing, PR China
| | - Yuan Gong
- Department of Gastroenterology, the Chinese PLA General Hospital, Beijing, PR China
| | - Bo Yang
- Department of General Surgery, the Chinese PLA 309th Hospital, Beijing, PR China
| | - Yinying Lu
- Comprehensive Liver Cancer Center, the Chinese PLA 302th Hospital, Beijing, PR China
| | - Yuemin Li
- Department of Radiotherapy, the Chinese PLA 309th Hospital, Beijing, PR China
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16
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Pan R, Zhou C, Dai J, Ying X, Yu H, Zhong J, Zhang Y, Wu B, Mao Y, Wu D, Ying J, Zhang W, Duan S. Endothelial PAS domain protein 1 gene hypomethylation is associated with colorectal cancer in Han Chinese. Exp Ther Med 2018; 16:4983-4990. [PMID: 30542453 PMCID: PMC6257466 DOI: 10.3892/etm.2018.6856] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Accepted: 08/23/2018] [Indexed: 12/17/2022] Open
Abstract
Endothelial PAS domain-containing protein 1 (EPAS1) serves a role in angiogenesis, which is important for the development of tumors, including colorectal cancer (CRC). The current study aimed to estimate whether EPAS1 methylation was associated with CRC. A two-stage association study of EPAS1 methylation and CRC was conducted. In the first phase, EPAS1 methylation was evaluated in the tumor and adjacent non-tumor tissue samples from 41 patients with sporadic CRC in Jiangsu province, China. The diagnostic value of methylation of EPAS1 for CRC in the second phase was evaluated in 79 patients with sporadic CRC and 22 normal individuals in Zhejiang province, China. The methylation assay was performed using a quantitative methylation-specific polymerase chain reaction (qMSP) method. The percentage of methylated reference (PMR) was used to quantify the methylation level. The first-stage results indicated that EPAS1 promoter methylation was significantly lower in CRC tumor tissues compared with 5-cm-para-tumor tissues (median PMR, 0.59 vs. 1.22%; P=0.027) and 10-cm-para-tumor tissues (median PMR, 0.59 vs. 1.89%; P=0.001). In addition, the second-stage results indicated that EPAS1 promoter methylation was significantly lower in tumor tissues compared with 5-cm-para-tumor tissues (median PMR, 1.91 vs. 6.25%; P=3×10−7) and normal intestinal tissues from healthy controls (median PMR, 1.91 vs. 28.4%; P=5×10−7). Receiver Operating Characteristic curve analysis of the second-stage data indicated that the highest area under the curve of EPAS1 hypomethylation was 0.851 between Zhejiang CRC tissues and Zhejiang normal intestinal tissues (sensitivity, 95.5%; specificity, 60.8%).
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Affiliation(s)
- Ranran Pan
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Cong Zhou
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Jie Dai
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Xiuru Ying
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Hang Yu
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Jie Zhong
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Yihan Zhang
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Boyi Wu
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Yiyi Mao
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Dongping Wu
- Department of Medical Oncology, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
| | - Jieer Ying
- Department of Medical Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, P.R. China
| | - Wei Zhang
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.,The Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Shiwei Duan
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
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17
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Song L, Guo S, Wang J, Peng X, Jia J, Gong Y, Yang B, Xiao W, Dong C, Liu H, Li Y. The blood mSEPT9 is capable of assessing the surgical therapeutic effect and the prognosis of colorectal cancer. Biomark Med 2018; 12:961-973. [PMID: 30043648 DOI: 10.2217/bmm-2018-0012] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 05/10/2018] [Indexed: 02/06/2023] Open
Abstract
AIM To investigate the performance of methylated SEPT9 (mSEPT9) in assessing the surgical therapeutic effect and prognosis of colorectal cancer (CRC). METHODS Blood samples before surgery and 1 and 7 days after surgery were obtained from 120 CRC patients, and mSEPT9 and carcinoembryonic antigen (CEA) assays were performed. RESULTS The mean plasma mSEPT9 level showed 57.6-times and 131.1-times decrease 1 day and 7 days after surgery, respectively. In contrast, mean CEA levels showed 2.51-and 2.70-times decrease 1 and 7 days after surgery. 86.7% of patients can be assessed by mSEPT9 while 44.2% can be assessed by CEA. Positive mSEPT9 detection before surgery correlated with higher risk of death after surgery. CONCLUSION mSEPT9 is effective for CRC postsurgical assessment and prognosis prediction.
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Affiliation(s)
- Lele Song
- Department of Radiotherapy, the Chinese PLA 309th Hospital, Beijing, PR China
- BioChain (Beijing) Science & Techology, Inc., Beijing, PR China
| | - Shaohua Guo
- Department of General Surgery, the Chinese PLA General Hospital, Beijing, PR China
| | - Jiayu Wang
- Department of Radiotherapy, the Chinese PLA 309th Hospital, Beijing, PR China
- Department of Graduate, Hebei North University, Zhangjiakou, Hebei, PR China
| | - Xiumei Peng
- Department of Oncology, the First Affiliated Hospital of the Chinese PLA General Hospital, Beijing, PR China
| | - Jia Jia
- Department of Radiotherapy, the Chinese PLA 309th Hospital, Beijing, PR China
- Department of Graduate, Hebei North University, Zhangjiakou, Hebei, PR China
| | - Yuan Gong
- Department of Gastroenterology, the Chinese PLA General Hospital, Beijing, PR China
| | - Bo Yang
- Department of General Surgery, the Chinese PLA 309th Hospital, Beijing, PR China
| | - Wenhua Xiao
- Department of Oncology, the First Affiliated Hospital of the Chinese PLA General Hospital, Beijing, PR China
| | - Cheng Dong
- Department of Radiotherapy, the Chinese PLA 309th Hospital, Beijing, PR China
| | - Hongyi Liu
- Department of General Surgery, the Chinese PLA General Hospital, Beijing, PR China
| | - Yuemin Li
- Department of Radiotherapy, the Chinese PLA 309th Hospital, Beijing, PR China
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18
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Pan R, Yu H, Dai J, Zhou C, Ying X, Zhong J, Zhao J, Zhang Y, Wu B, Mao Y, Wu D, Ying J, Duan S. Significant association of PRMT6 hypomethylation with colorectal cancer. J Clin Lab Anal 2018; 32:e22590. [PMID: 29927001 DOI: 10.1002/jcla.22590] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Accepted: 05/24/2018] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Protein arginine N-methyltransferase 6 (PRMT6) was deemed to be indispensable in the variety of biological processes. Upregulated PRMT6 was found in various human diseases including cancer. Herein, we investigated the performance of PRMT6 methylation in the diagnosis for CRC. METHODS A quantitative methylation-specific polymerase chain reaction (qMSP) method was used to measure PRMT6 promoter methylation. The percentage of methylated reference (PMR) was applied to represent gene methylation level. RESULTS Our data indicated that PRMT6 promoter methylation levels were significantly lower in CRC tissues than those in paired nontumor tissues (median PMR: 36.93% vs 63.12%, P = 1E-6) and normal intestinal tissues (median PMR: 36.93% vs 506.55%, P = 8E-12). We further examined the potential role of PRMT6 hypomethylation by the receiver operating characteristic (ROC) curve. Our results showed that the area under the curve (AUC) was 0.644 (95% CI = 0.596-0.733) between CRC tissues and paired nontumor tissues, 0.958 (95% CI = 0.919-0.998) between CRC tissues and normal intestinal tissues, and 0.899 (95% CI = 0.825-0.972) between paired nontumor tissues and normal intestinal tissues. CONCLUSION Our study firstly indicated that the hypomethylation of PRMT6 promoter could be a novel diagnostic biomarker for CRC.
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Affiliation(s)
- Ranran Pan
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Hang Yu
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Jie Dai
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Cong Zhou
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Xiuru Ying
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Jie Zhong
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Jun Zhao
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Yihan Zhang
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Boyi Wu
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Yiyi Mao
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Dongping Wu
- Department of Medical Oncology, Shaoxing People's Hospital, Shaoxing Hospital of Zhejiang University, Ningbo, Zhejiang, China
| | - Jieer Ying
- Department of Medical Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Shiwei Duan
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
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19
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Shiao SPK, Xiao H, Dong L, Wang X, Liu K, She J, Shi H. Genome wide DNA differential methylation regions in colorectal cancer patients in relation to blood related family members, obese and non-obese controls - a preliminary report. Oncotarget 2018; 9:25557-25571. [PMID: 29876008 PMCID: PMC5986643 DOI: 10.18632/oncotarget.25374] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Accepted: 04/25/2018] [Indexed: 01/20/2023] Open
Abstract
Despite evidences linking methylation changes in the cancer tissues, little is known about the methylation modification in the peripheral blood. With the current study, we identified differential methylation regions (DMRs) across human genome by collecting the blood samples of colorectal cancer (CRC) patients compared to that of their blood-related family who shared genetic inheritance and environmental influences, and unrelated obese and non-obese controls by accessing publicly available Gene Expression Omnibus data. We performed genome-wide analyses using the reduced representation bisulfite sequencing (RRBS) method covering about 25% of CpGs for whole human genome of the four groups (n = 5 each). In comparison to the non-obese controls, we observed significant DMRs in CRC for genes involved in tumorigenesis including MLH3, MSH2, MSH6, SEPT9, GNAS; and glucose transporter genes associated with obesity and diabetes including SLC2A1/GLUT1, and SLC2A3/GLUT3 that were reported on methylation being modified in cancer tissues. In addition, we observed significant DMRs in CRC for genes involved in the methylation pathways including PEMT, ALDH1L1, and DNMT3A. CRC and family members shared significant DMRs for genes of tumorigenesis including MSH2, SEPT9, GNAS, SLC2A1/GLUT1 and SLC2A3/GLUT3); and CAMK1, GLUT1/SLC2A1 and GLUT3/SLC2A3 genes involved in glucose and insulin metabolism that played vital role in development of obesity and diabetes. Our study provided evidences that these differentially methylated genes in the blood could potentially serve as candidate biomarkers for CRC diagnostic and may provide further understanding on CRC progression. Further studies are warranted to validate these methylation changes for diagnostic and prevention of CRC.
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Affiliation(s)
- S Pamela K Shiao
- College of Nursing, Augusta University, Augusta, GA, USA.,Medical College of Georgia, Augusta University, Augusta, GA, USA.,Center for Biotechnology and Genomic Medicine, Augusta, GA, USA
| | - Haiyan Xiao
- College of Nursing, Augusta University, Augusta, GA, USA
| | - Lixin Dong
- College of Nursing, Augusta University, Augusta, GA, USA
| | - Xiaoling Wang
- Medical College of Georgia, Augusta University, Augusta, GA, USA.,Georgia Prevention Institute, Augusta, GA, USA
| | - Kebin Liu
- Medical College of Georgia, Augusta University, Augusta, GA, USA.,Georgia Cancer Center, Augusta, GA, USA
| | - Jinxiong She
- Medical College of Georgia, Augusta University, Augusta, GA, USA.,Center for Biotechnology and Genomic Medicine, Augusta, GA, USA
| | - Huidong Shi
- Medical College of Georgia, Augusta University, Augusta, GA, USA.,Georgia Cancer Center, Augusta, GA, USA
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20
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Worm Ørntoft MB. Review of Blood-Based Colorectal Cancer Screening: How Far Are Circulating Cell-Free DNA Methylation Markers From Clinical Implementation? Clin Colorectal Cancer 2018; 17:e415-e433. [PMID: 29678513 DOI: 10.1016/j.clcc.2018.02.012] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2017] [Revised: 02/21/2018] [Accepted: 02/26/2018] [Indexed: 12/16/2022]
Abstract
Colorectal cancer (CRC) is a leading cause of cancer related deaths worldwide, and late stages (III-IV) in particular have low 5-year survival rates. Stage shifting by CRC screening programs has proven effective by decreasing morbidity and mortality and in many countries national CRC screening programs have been implemented. Currently, European, Asian, and American authorities recommend screening for CRC using fecal occult blood testing, sigmoidoscopy, or colonoscopy. Because these approaches all have weaknesses (eg, poor compliance, high costs, test invasiveness), much effort has been put into the development of alternative screening approaches, many of which are blood-based. Blood-based strategies especially present the advantages of minimally invasiveness compared to endoscopies and an expectantly higher compliance rate compared to stool-based tests. The last decades have seen many discovery studies identifying promising blood-based biomarkers of CRC; however, common to all of these markers is that their clinical usefulness remains evasive. At present only one blood-based CRC screening marker has been approved in the United States. The aim of this review is to discuss the development of blood-based cell-free DNA methylation marker candidates for CRC screening. On the basis of a methodical literature search, the past, present, and future of cell-free DNA screening markers for CRC are revised and discussed. Resource limitations and technical challenges related to sensitivity and specificity measurements keep many markers at bay. Possible solutions to these problems are offered to enable markers to benefit future screening participants.
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21
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Court F, Arnaud P. An annotated list of bivalent chromatin regions in human ES cells: a new tool for cancer epigenetic research. Oncotarget 2018; 8:4110-4124. [PMID: 27926531 PMCID: PMC5354816 DOI: 10.18632/oncotarget.13746] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Accepted: 11/23/2016] [Indexed: 12/12/2022] Open
Abstract
CpG islands (CGI) marked by bivalent chromatin in stem cells are believed to be more prone to aberrant DNA methylation in tumor cells. The robustness and genome-wide extent of this instructive program in different cancer types remain to be determined. To address this issue we developed a user-friendly approach to integrate the stem cell chromatin signature in customized DNA methylation analyses. We used publicly available ChIP-sequencing datasets of several human embryonic stem cell (hESC) lines to determine the extent of bivalent chromatin genome-wide. We then created annotated lists of high-confidence bivalent, H3K4me3-only and H3K27me3-only chromatin regions. The main features of bivalent regions included localization in CGI/promoters, depletion in retroelements and enrichment in specific histone modifications, including the poorly characterized H3K23me2 mark. Moreover, bivalent promoters could be classified in three clusters based on PRC2 and PolII complexes occupancy. Genes with bivalent promoters of the PRC2-defined cluster displayed the lowest expression upon differentiation. As proof-of-concept, we assessed the DNA methylation pattern of eight types of tumors and confirmed that aberrant cancer-associated DNA hypermethylation preferentially targets CGI characterized by bivalent chromatin in hESCs. We also found that such aberrant DNA hypermethylation affected particularly bivalent CGI/promoters associated with genes that tend to remain repressed upon differentiation. Strikingly, bivalent CGI were the most affected by aberrant DNA hypermethylation in both CpG Island Methylator Phenotype-positive (CIMP+) and CIMP-negative tumors, suggesting that, besides transcriptional silencing in the pre-tumorigenic cells, the bivalent chromatin signature in hESCs is a key determinant of the instructive program for aberrant DNA methylation.
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Affiliation(s)
- Franck Court
- CNRS-UMR 6293, Clermont-Ferrand, 63001, France.,INSERM-U1103, Clermont-Ferrand, 63001, France.,Université Clermont Auvergne, GReD Laboratory, Clermont-Ferrand, 63000, France
| | - Philippe Arnaud
- CNRS-UMR 6293, Clermont-Ferrand, 63001, France.,INSERM-U1103, Clermont-Ferrand, 63001, France.,Université Clermont Auvergne, GReD Laboratory, Clermont-Ferrand, 63000, France
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22
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Stool- and Blood-Based Molecular Tests in Screening for Colorectal Cancer: Ready for Prime Time? CURRENT COLORECTAL CANCER REPORTS 2017. [DOI: 10.1007/s11888-017-0383-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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23
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Song L, Jia J, Yu H, Peng X, Xiao W, Gong Y, Zhou G, Han X, Li Y. The performance of the mSEPT9 assay is influenced by algorithm, cancer stage and age, but not sex and cancer location. J Cancer Res Clin Oncol 2017; 143:1093-1101. [PMID: 28224298 DOI: 10.1007/s00432-017-2363-0] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Accepted: 02/01/2017] [Indexed: 12/19/2022]
Abstract
PURPOSE This study aims to examine the influence of algorithm and subject-related factors, including cancer stage, age, sex, and cancer location, on the performance of the SEPT9 gene methylation test, an assay approved by the US FDA for colorectal cancer (CRC) screening. METHODS A total of 1225 subjects were recruited in this opportunistic screening study, including 388 CRC patients, 139 subjects with adenoma, 108 subjects with hyperplastic polyps, and 590 subjects with no evidence of disease (NED). Epi proColon 2.0 CE assay was used to examine the blood level of SEPT9 gene methylation. RESULTS It was found that tests using 1/3 algorithm exhibited higher detection rate than those using the 2/3 algorithm for CRC, adenoma, hyperplastic polyps, while the false positive rate in subjects with NED was also higher with 1/3 algorithm. The positive detection rate (PDR) of the assay for stage 0 and I CRC were lower than later stages (Stage II, III and IV). Interestingly, the normal subjects above 60 years old exhibited significantly higher PDR than subjects from younger groups, while no significant change in PDR was observed among age groups in CRC patients. Furthermore, no difference in the PDR for CRC was found between male and female, and the PDR for CRC at various colorectal locations were essentially identical. CONCLUSIONS Algorithm, cancer stage and age are factors affecting the detection rate of the SEPT9 assay, while sex and cancer location appeared to have no influence on its performance.
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Affiliation(s)
- Lele Song
- Department of Radiotherapy, The Chinese PLA 309th Hospital, No. 17, Heishanhu Road, Haidian district, Beijing, People's Republic of China.
- BioChain (Beijing) Science and Technology, Inc, Beijing, People's Republic of China.
| | - Jia Jia
- Department of Radiotherapy, The Chinese PLA 309th Hospital, No. 17, Heishanhu Road, Haidian district, Beijing, People's Republic of China
- Department of Graduate, Hebei North University, Zhangjiakou, Hebei, People's Republic of China
| | - Haotian Yu
- Department of Radiotherapy, The Chinese PLA 309th Hospital, No. 17, Heishanhu Road, Haidian district, Beijing, People's Republic of China
| | - Xiumei Peng
- Medical School of Chinese PLA and Chinese PLA General Hospital, Beijing, People's Republic of China
- Department of Oncology, First Affiliated Hospital of Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Wenhua Xiao
- Department of Oncology, First Affiliated Hospital of Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Yuan Gong
- Department of Gastroenterology, The Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Guangpeng Zhou
- BioChain (Beijing) Science and Technology, Inc, Beijing, People's Republic of China
| | - Xiaoliang Han
- BioChain (Beijing) Science and Technology, Inc, Beijing, People's Republic of China
| | - Yuemin Li
- Department of Radiotherapy, The Chinese PLA 309th Hospital, No. 17, Heishanhu Road, Haidian district, Beijing, People's Republic of China.
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24
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Song L, Li Y. Progress on the clinical application of the SEPT9 gene methylation assay in the past 5 years. Biomark Med 2017; 11:415-418. [PMID: 28617104 DOI: 10.2217/bmm-2017-0091] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Accepted: 03/19/2017] [Indexed: 02/08/2023] Open
Affiliation(s)
- Lele Song
- Department of Radiotherapy, The Chinese PLA 309th Hospital, Beijing, PR China
- BioChain (Beijing) Science & Technology, Inc., Beijing, PR China
| | - Yuemin Li
- Department of Radiotherapy, The Chinese PLA 309th Hospital, Beijing, PR China
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25
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Diagnostic Accuracy of Methylated SEPT9 for Blood-based Colorectal Cancer Detection: A Systematic Review and Meta-Analysis. Clin Transl Gastroenterol 2017; 8:e216. [PMID: 28102859 PMCID: PMC5288600 DOI: 10.1038/ctg.2016.66] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Accepted: 10/10/2016] [Indexed: 12/18/2022] Open
Abstract
Objectives: More convenient and effective blood-based methods are believed to increase colorectal cancer (CRC) detection adoption. The effectiveness of methylated SPET9 for CRC detection has been reviewed in the newly published recommendation statement by US Preventive Services Task Force (USPSTF), while detailed instructions were not provided, which may be a result of insufficient evidence. Therefore, more evidence is needed to assist practitioners to thoroughly understand the utilization of this special maker. Methods: Based on the standard method, a systematic review and meta-analysis was performed. Quadas-2 was used to assess the methodological quality of studies. Relevant studies were searched and screened from PubMed, Embase and other literature databases up to June 1, 2016. Pooled sensitivity, specificity and diagnostic odds ratio were summarized by bivariate mixed effect model and area under the curve (AUC) was estimated by hierarchical summary receiver operator characteristic curve. Results: 25 studies were included for analysis. The pooled sensitivity, specificity and AUC were 0.71, 0.92 and 0.88, respectively. Among the various methods and assays, Epipro Colon 2.0 with 2/3 algorithm was the most effective in colorectal cancer detection. Positive ratio of mSEPT9 was higher in advanced CRC (45% in I, 70% in II, 76% in III, 79% in IV) and lower differentiation (31% in high, 73% in moderate, 90% in low) tissue. However, this marker has poor ability of identifying precancerous lesions according to current evidence. Conclusions: mSEPT9 is a reliable blood-based marker in CRC detection, particularly advanced CRC. Epipro Colon 2.0 with 2/3 algorithm is currently the optimal method and assay to detect CRC.
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26
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Song L, Li Y, Jia J, Zhou G, Wang J, Kang Q, Jin P, Sheng J, Cai G, Cai S, Han X. Algorithm Optimization in Methylation Detection with Multiple RT-qPCR. PLoS One 2016; 11:e0163333. [PMID: 27898666 PMCID: PMC5127507 DOI: 10.1371/journal.pone.0163333] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Accepted: 09/07/2016] [Indexed: 02/06/2023] Open
Abstract
Epigenetic markers based on differential methylation of DNA sequences are used in cancer screening and diagnostics. Detection of abnormal methylation at specific loci by real-time quantitative polymerase chain reaction (RT-qPCR) has been developed to enable high-throughput cancer screening. For tests that combine the results of multiple PCR replicates into a single reportable result, both individual PCR cutoff and weighting of the individual PCR result are essential to test outcome. In this opportunistic screening study, we tested samples from 1133 patients using the triplicate Epi proColon assay with various algorithms and compared it with the newly developed single replicate SensiColon assay that measures methylation status of the same SEPT9 gene sequence. The Epi proColon test approved by the US FDA (1/3 algorithm) showed the highest sensitivity (82.4%) at a lower specificity (82.0%) compared with the Epi proColon 2.0 CE version with 2/3 algorithm (75.1% sensitivity, 97.1% specificity) or 1/1 algorithm (71.3% sensitivity, 92.7% specificity). No significant difference in performance was found between the Epi proColon 2.0 CE and the SensiColon assays. The choice of algorithm must depend on specific test usage, including screening and early detection. These considerations allow one to choose the optimal algorithm to maximize the test performance. We hope this study can help to optimize the methylation detection in cancer screening and early detection.
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Affiliation(s)
- Lele Song
- The Chinese PLA 309th hospital, Beijing, People’s Republic of China
| | - Yuemin Li
- The Chinese PLA 309th hospital, Beijing, People’s Republic of China
| | - Jia Jia
- The Chinese PLA 309th hospital, Beijing, People’s Republic of China
| | - Guangpeng Zhou
- BioChain (Beijing) Science and Technology, Inc, Beijing, People’s Republic of China
| | - Jianming Wang
- BioChain (Beijing) Science and Technology, Inc, Beijing, People’s Republic of China
| | - Qian Kang
- Department of Gastroenterology, The Army General Hospital, Beijing, People’s Republic of China
| | - Peng Jin
- Department of Gastroenterology, The Army General Hospital, Beijing, People’s Republic of China
| | - Jianqiu Sheng
- Department of Gastroenterology, The Army General Hospital, Beijing, People’s Republic of China
| | - Guoxiang Cai
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, People’s Republic of China
| | - Sanjun Cai
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, People’s Republic of China
| | - Xiaoliang Han
- BioChain (Beijing) Science and Technology, Inc, Beijing, People’s Republic of China
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27
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Song LL, Li YM. Current noninvasive tests for colorectal cancer screening: An overview of colorectal cancer screening tests. World J Gastrointest Oncol 2016; 8:793-800. [PMID: 27895817 PMCID: PMC5108981 DOI: 10.4251/wjgo.v8.i11.793] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2016] [Revised: 08/01/2016] [Accepted: 08/30/2016] [Indexed: 02/05/2023] Open
Abstract
Colorectal cancer (CRC) has become the third most common cancer in the world. Screening has been shown to be an effective way to identify early CRC and precancerous lesions, and to reduce its morbidity and mortality. Several types of noninvasive tests have been developed for CRC screening, including the fecal occult blood test (FOBT), the fecal immunochemical test (FIT), the fecal-based DNA test and the blood-based DNA test (the SEPT9 assay). FIT has replaced FOBT and become the major screening test due to high sensitivity, specificity and low costs. The fecal DNA test exhibited higher sensitivity than FIT but its current cost is high for a screening assay. The SEPT9 assay showed good compliance while its performance in screening needs further improvements. These tests exhibited distinct sensitivity and specificity in screening for CRC and adenoma. This article will focus on the performance of the current noninvasive in vitro diagnostic tests that have been used for CRC screening. The merits and drawbacks for these screening methods will also be compared regarding the techniques, usage and costs. We hope this review can provide suggestions for both the public and clinicians in choosing the appropriate method for CRC screening.
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28
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Abstract
Stems cells of the colon crypt are the origin of colon mature cells. Colorectal cancer cells are also suggested to originate from crypt stem cells undergoing a series of epigenetic and genetic alterations. Aberrant methylation plays important roles in early carcinogenesis and lead to altered gene expression and regulation, resulting in accumulation of damages to cell function and ultimately, malignant transformation. Aberrances in hypermethylation and hypomethylation act in different mechanism through the regulation of various genes during CSC carcinogenesis, and both of them play crucial roles in stem cell differentiation towards cancer cells. A large majority of epigenetic and genetic abnormalities that work coordinately in colorectal carcinogenesis are related to cell growth and division, indicating that the intrinsic abnormalities of CRC lie in dysregulation of basic cellular processes. Detection of abnormal methylation can be used in cancer screening and early detection, while reversal of aberrant methylation using drugs may have potential in cancer therapy. This review will provide an overview on the roles of aberrant methylation and a summary of genes that are affected during CRC carcinogenesis.
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Affiliation(s)
- Lele Song
- Department of Radiotherapy, The Chinese PLA 309th Hospital, No. 17, Heishanhu Road, Haidian District, Beijing, 100091, People's Republic of China.
- BioChain (Beijing) Science and Technology, Inc, Beijing, 100176, People's Republic of China.
| | - Yuemin Li
- Department of Radiotherapy, The Chinese PLA 309th Hospital, No. 17, Heishanhu Road, Haidian District, Beijing, 100091, People's Republic of China.
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29
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Wu D, Zhou G, Jin P, Zhu J, Li S, Wu Q, Wang G, Sheng J, Wang J, Song L, Han X, Qian J. Detection of Colorectal Cancer Using a Simplified SEPT9 Gene Methylation Assay Is a Reliable Method for Opportunistic Screening. J Mol Diagn 2016; 18:535-545. [PMID: 27133379 DOI: 10.1016/j.jmoldx.2016.02.005] [Citation(s) in RCA: 102] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Revised: 02/02/2016] [Accepted: 02/18/2016] [Indexed: 02/07/2023] Open
Abstract
SEPT9 gene methylation was validated as a biomarker for colorectal cancer (CRC) for >10 years and available as the Epi proColon test as an aid in CRC detection for >6 years. It was proven to be an accurate, reliable, fast, and convenient molecular test. In this opportunistic screening study, we validated a further simplified SEPT9 gene methylation assay in 1031 subjects in Chinese hospitals. The sensitivity for CRC detection was 76.6% at a specificity of 95.9%, and the results showed a satisfactory detection rate for each CRC stage, including early stages. The new SEPT9 assay, with enhanced technical simplicity, convenience, and lower cost, did not differ in performance compared with Epi proColon 2.0, the commercialized SEPT9 assay. The CRC detection sensitivity was further enhanced when the assay was combined with carcinoembryonic antigen (sensitivity, 86.4%) or fecal immunochemical test (sensitivity, 94.4%), suggesting that the combined tests may be an effective option for future opportunistic screening. In brief, our study has validated a new SEPT9 assay and combined testing as an aid in cancer detection, providing a new approach for opportunistic CRC screening.
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Affiliation(s)
- Dong Wu
- Department of Gastroenterology, Translational Medicine Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Guangpeng Zhou
- BioChain (Beijing) Science and Technology, Inc., Beijing, People's Republic of China
| | - Peng Jin
- Department of Gastroenterology, Beijing Military General Hospital, Beijing, People's Republic of China
| | - Jiqing Zhu
- Department of Endoscopy, Cancer Institute and Hospital, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Shijie Li
- Department of Endoscopy, Beijing University Cancer Hospital and Institute, Beijing, People's Republic of China
| | - Qi Wu
- Department of Endoscopy, Beijing University Cancer Hospital and Institute, Beijing, People's Republic of China
| | - Guiqi Wang
- Department of Endoscopy, Cancer Institute and Hospital, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Jianqiu Sheng
- Department of Gastroenterology, Beijing Military General Hospital, Beijing, People's Republic of China
| | - Jianming Wang
- BioChain (Beijing) Science and Technology, Inc., Beijing, People's Republic of China
| | - Lele Song
- BioChain (Beijing) Science and Technology, Inc., Beijing, People's Republic of China
| | - Xiaoliang Han
- BioChain (Beijing) Science and Technology, Inc., Beijing, People's Republic of China.
| | - Jiaming Qian
- Department of Gastroenterology, Translational Medicine Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, People's Republic of China.
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Ma L, Lei Z, Liu X, Liu D, Wang Z. Surface ligation-based resonance light scattering analysis of methylated genomic DNA on a microarray platform. Analyst 2016; 141:3084-9. [DOI: 10.1039/c6an00488a] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
A surface ligation-based RLS method is developed on a microarray platform for a sensitive and specific assay of methylated genomic DNA.
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Affiliation(s)
- Lan Ma
- Analysis and Testing Center
- Ningxia University
- Yinchuan
- P. R. China
- State Key Laboratory of Electroanalytical Chemistry
| | - Zhen Lei
- State Key Laboratory of Electroanalytical Chemistry
- Changchun Institute of Applied Chemistry
- Chinese Academy of Sciences
- Changchun
- P. R. China
| | - Xia Liu
- State Key Laboratory of Electroanalytical Chemistry
- Changchun Institute of Applied Chemistry
- Chinese Academy of Sciences
- Changchun
- P. R. China
| | - Dianjun Liu
- State Key Laboratory of Electroanalytical Chemistry
- Changchun Institute of Applied Chemistry
- Chinese Academy of Sciences
- Changchun
- P. R. China
| | - Zhenxin Wang
- State Key Laboratory of Electroanalytical Chemistry
- Changchun Institute of Applied Chemistry
- Chinese Academy of Sciences
- Changchun
- P. R. China
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Simultaneous Analysis of SEPT9 Promoter Methylation Status, Micronuclei Frequency, and Folate-Related Gene Polymorphisms: The Potential for a Novel Blood-Based Colorectal Cancer Biomarker. Int J Mol Sci 2015; 16:28486-97. [PMID: 26633373 PMCID: PMC4691060 DOI: 10.3390/ijms161226113] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Revised: 11/09/2015] [Accepted: 11/17/2015] [Indexed: 12/11/2022] Open
Abstract
One challenge in colorectal cancer (CRC) is identifying novel biomarkers to be introduced in screening programs. The present study investigated the promoter methylation status of the SEPT9 gene in peripheral blood samples of subjects' positive fecal occult blood test (FOBT). In order to add new insights, we investigated the association between SEPT9 promoter methylation and micronuclei frequency, and polymorphisms in the folate-related pathway genes. SEPT9 promoter methylation, micronuclei frequency, and genotypes were evaluated on 74 individuals' FOBT positive. Individuals were subjected to a colonoscopy that provided written informed consent for study participation. SEPT9 promoter methylation status was significantly lower in the CRC group than controls (p = 0.0006). In contrast, the CaCo2 cell-line, analyzed as a tissue specific model of colon adenocarcinoma, showed a significantly higher percentage of SEPT9 promoter methylation compared to the CRC group (p < 0.0001). Linear regression analysis showed an inverse correlation between micronuclei frequency and the decrease in the methylation levels of SEPT9 promoter region among CRC patients (β = -0.926, p = 0.0001). With regard to genotype analysis, we showed the involvement of the DHFR polymorphism (rs70991108) in SEPT9 promoter methylation level in CRC patients only. In particular, the presence of at least one 19 bp del allele significantly correlates with decreased SEPT9 promoter methylation, compared to the 19 bp ins/ins genotype (p = 0.007). While remaining aware of the strengths and limitations of the study, this represents the first evidence of a novel approach for the early detection of CRC, using SEPT9 promoter methylation, micronuclei frequency and genotypes, with the potential to improve CRC risk assessment.
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Geybels MS, Zhao S, Wong CJ, Bibikova M, Klotzle B, Wu M, Ostrander EA, Fan JB, Feng Z, Stanford JL. Epigenomic profiling of DNA methylation in paired prostate cancer versus adjacent benign tissue. Prostate 2015; 75:1941-50. [PMID: 26383847 PMCID: PMC4928710 DOI: 10.1002/pros.23093] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Accepted: 08/31/2015] [Indexed: 01/16/2023]
Abstract
BACKGROUND Aberrant DNA methylation may promote prostate carcinogenesis. We investigated epigenome-wide DNA methylation profiles in prostate cancer (PCa) compared to adjacent benign tissue to identify differentially methylated CpG sites. METHODS The study included paired PCa and adjacent benign tissue samples from 20 radical prostatectomy patients. Epigenetic profiling was done using the Infinium HumanMethylation450 BeadChip. Linear models that accounted for the paired study design and False Discovery Rate Q-values were used to evaluate differential CpG methylation. mRNA expression levels of the genes with the most differentially methylated CpG sites were analyzed. RESULTS In total, 2,040 differentially methylated CpG sites were identified in PCa versus adjacent benign tissue (Q-value < 0.001), the majority of which were hypermethylated (n = 1,946; 95%). DNA methylation profiles accurately distinguished between PCa and benign tissue samples. Twenty-seven top-ranked hypermethylated CpGs had a mean methylation difference of at least 40% between tissue types, which included 25 CpGs in 17 genes. Furthermore, for 10 genes over 50% of promoter region CpGs were hypermethylated in PCa versus benign tissue. The top-ranked differentially methylated genes included three genes that were associated with both promoter hypermethylation and reduced gene expression: SCGB3A1, HIF3A, and AOX1. Analysis of The Cancer Genome Atlas (TCGA) data provided confirmatory evidence for our findings. CONCLUSIONS This study of PCa versus adjacent benign tissue showed many differentially methylated CpGs and regions in and outside gene promoter regions, which may potentially be used for the development of future epigenetic-based diagnostic tests or as therapeutic targets.
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Affiliation(s)
- Milan S. Geybels
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Epidemiology, GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands
| | - Shanshan Zhao
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
- National Institute of Environmental Health Sciences, Biostatistics & Computational Biology Branch, North Carolina
| | - Chao-Jen Wong
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | | | | | - Michael Wu
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Elaine A. Ostrander
- Cancer Genetics Branch, National Human Genome Research Institute, NIH, Bethesda, Maryland
| | | | | | - Janet L. Stanford
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington
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Ørntoft MBW, Nielsen HJ, Ørntoft TF, Andersen CL. Performance of the colorectal cancer screening marker Sept9 is influenced by age, diabetes and arthritis: a nested case-control study. BMC Cancer 2015; 15:819. [PMID: 26514170 PMCID: PMC4625973 DOI: 10.1186/s12885-015-1832-6] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2015] [Accepted: 10/16/2015] [Indexed: 02/06/2023] Open
Abstract
Background Annually, colorectal cancer (CRC) is diagnosed in >1.4 million subjects worldwide and incidence is increasing. Much effort has therefore been focused on screening, which has proven to reduce cancer-related mortality. The Sept9 DNA-methylation assay is among the most well studied blood-based screening markers. However, earlier reported performances may be misleading: the Sept9 test was recently examined in two screening based cohorts and yielded performances lower than expected. We hypothesize that comorbidities and/or demographic characteristics affect the results of the Sept9 test. Methods Using a retrospective nested case–control study design, we studied plasma from 150 cancer and 150 controls selected from a well-characterized cohort of 4698 subjects referred for diagnostic colonoscopy due to CRC-related symptoms. The cases and controls were matched on age and gender, and moreover cases were stratified on tumor-site and tumor-stage. The selected cohort included a wide range of comorbidities. Plasma Sept9 levels were assessed using a commercially available PCR based assay (Epi-proColon). Results Clinical sensitivity for CRC stages I-IV was 37 %, 91 %, 77 %, and 89 %, and the overall sensitivity 73 % (95 % CI, 64–80 %) and specificity 82 % (95 % CI, 75–88 %), respectively. Age >65 was associated with both increased false positive and false negative results (p < 0.05). Arthritis was associated with a higher false negative rate (p = 0.005) whereas Arteriosclerosis was associated with a higher false positive rate (p = 0.007). Diabetes was associated with Sept9 positivity with an OR of 5.2 (95 % CI 1.4–19.1). When the performance of Sept9 was adjusted for these parameters in a final multivariate regression model, the OR for a positive Sept9 test to be associated with CRC increased from 8.25 (95 % CI 4.83–14.09) to 29.46 (95 % CI 12.58–69.02). Conclusions The results indicate that the performance of the Sept9 assay is negatively affected by several factors commonly associated with CRC screening populations: early-stage disease, age > 65 years, diabetes, arthritis, and arteriosclerosis. This should be taken into account if the Sept9 assay is used as a single marker for CRC screening, but may also have a wider impact, as it is likely that such factors may affect other blood based DNA markers as well. Electronic supplementary material The online version of this article (doi:10.1186/s12885-015-1832-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Mai-Britt W Ørntoft
- Department of Molecular Medicine, MOMA, Aarhus University Hospital, Skejby, DK-8200, Aarhus N, Denmark.
| | - Hans J Nielsen
- Department of Surgical Gastroenterology 360, Hvidovre Hospital, University of Copenhagen, DK-2650, Hvidovre, Denmark.
| | - Torben F Ørntoft
- Department of Molecular Medicine, MOMA, Aarhus University Hospital, Skejby, DK-8200, Aarhus N, Denmark.
| | - Claus L Andersen
- Department of Molecular Medicine, MOMA, Aarhus University Hospital, Skejby, DK-8200, Aarhus N, Denmark.
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Chen H, Zucknick M, Werner S, Knebel P, Brenner H. Head-to-Head Comparison and Evaluation of 92 Plasma Protein Biomarkers for Early Detection of Colorectal Cancer in a True Screening Setting. Clin Cancer Res 2015; 21:3318-26. [PMID: 26015516 DOI: 10.1158/1078-0432.ccr-14-3051] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Accepted: 03/17/2015] [Indexed: 11/16/2022]
Abstract
PURPOSE Novel noninvasive blood-based screening tests are strongly desirable for early detection of colorectal cancer. We aimed to conduct a head-to-head comparison of the diagnostic performance of 92 plasma-based tumor-associated protein biomarkers for early detection of colorectal cancer in a true screening setting. EXPERIMENTAL DESIGN Among all available 35 carriers of colorectal cancer and a representative sample of 54 men and women free of colorectal neoplasms recruited in a cohort of screening colonoscopy participants in 2005-2012 (N = 5,516), the plasma levels of 92 protein biomarkers were measured. ROC analyses were conducted to evaluate the diagnostic performance. A multimarker algorithm was developed through the Lasso logistic regression model and validated in an independent validation set. The .632+ bootstrap method was used to adjust for the potential overestimation of diagnostic performance. RESULTS Seventeen protein markers were identified to show statistically significant differences in plasma levels between colorectal cancer cases and controls. The adjusted area under the ROC curves (AUC) of these 17 individual markers ranged from 0.55 to 0.70. An eight-marker classifier was constructed that increased the adjusted AUC to 0.77 [95% confidence interval (CI), 0.59-0.91]. When validating this algorithm in an independent validation set, the AUC was 0.76 (95% CI, 0.65-0.85), and sensitivities at cutoff levels yielding 80% and 90% specificities were 65% (95% CI, 41-80%) and 44% (95% CI, 24-72%), respectively. CONCLUSIONS The identified profile of protein biomarkers could contribute to the development of a powerful multimarker blood-based test for early detection of colorectal cancer.
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Affiliation(s)
- Hongda Chen
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Manuela Zucknick
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany. Oslo Center for Biostatistics and Epidemiology, Department of Biostatistics, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Simone Werner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Phillip Knebel
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany. German Cancer Consortium (DKTK), Heidelberg, Germany
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