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Zeng F, Chen S, Zhu X, Chen J, Lan M, Chen R, Zhang D, Chen C, Huang S, Li D, Zhang X, Bai F. Analysis of the effect of fecal SDC2, ADHFE1 and PPP2R5C gene methylation test for screening colorectal cancer in the Otog Front Banner. BMC Gastroenterol 2025; 25:324. [PMID: 40307680 PMCID: PMC12042555 DOI: 10.1186/s12876-025-03737-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Accepted: 02/26/2025] [Indexed: 05/02/2025] Open
Abstract
OBJECTIVE The incidence of colorectal cancer (CRC) is gradually increasing, making the prevention and early detection of CRC a global priority. The purpose of this study is to evaluate the effect of fecal SDC2, ADHFE1, and PPP2R5C gene methylation on the screening of early CRC in the Otog Front Banner. METHODS This is a retrospective study that collected and analyzed data from the early colorectal cancer screening program conducted in five community health centers in the Otog Front Banner, from January 2023 to October 2023. The study collected stool samples from subjects meeting the inclusion and exclusion criteria, extracted genomic DNA from the feces, and modified it with sulfite. Methylation-specific polymerase chain reaction (MSP) was then used to detect the methylation status of the SDC2, PPP2R5C, and ADHFE1 genes, completing the early screening for colorectalcancer. Individuals with positive screening outcomes were advised to undergo a colonoscopy, and ultimately, all participants completed the questionnaire on high-risk factors for colorectal cancer . The chi-square test was utilized to analyze the positive rates of fecal SDC2, ADHFE1, and PPP2R5C gene methylation screenings, colonoscopy compliance, the positive predictive value of intestinal lesions, and to assess the risk factors associated with cancer. RESULTS A total of 9,135 effective screeners were included in this study, and 636 of them tested positive during the initial screening, yielding a positive rate of 6.9%. The positive predictive value was 50.9% for all intestinal lesions, 1.4% for colorectal cancer , and 9.7% for advanced adenoma. CONCLUSION Fecal SDC2, ADHFE1, and PPP2R5C gene methylation detection methods can serve as primary screening tools, supplemented by colonoscopy, to effectively detect colorectal cancer and precancerous lesions. This strategy may prove to be an effective approach for conducting large-scale colorectal cancer screening in average-risk populations.
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Affiliation(s)
- Fan Zeng
- The Second School of Clinical Medicine, Hainan Medical University, Haikou, 571199, China
| | - Shiiu Chen
- The Second School of Clinical Medicine, Hainan Medical University, Haikou, 571199, China
| | - Xuli Zhu
- Otog Front Banner Peoples Hospital, Inner Mongolia Autonomous Region, China, 016200, Ordos, 016200, China
| | - Jinrun Chen
- Otog Front Banner Peoples Hospital, Inner Mongolia Autonomous Region, China, 016200, Ordos, 016200, China
| | - Maochong Lan
- Graduate School, Jiujiang College, Jiujiang, 332001, China
| | - Runxiang Chen
- The Second School of Clinical Medicine, Hainan Medical University, Haikou, 571199, China
| | - Daya Zhang
- The Second School of Clinical Medicine, Hainan Medical University, Haikou, 571199, China
| | - Chen Chen
- The Second School of Clinical Medicine, Hainan Medical University, Haikou, 571199, China
| | - Shimei Huang
- The Second School of Clinical Medicine, Hainan Medical University, Haikou, 571199, China
| | - Da Li
- The Second School of Clinical Medicine, Hainan Medical University, Haikou, 571199, China
| | - Xiaodong Zhang
- The Second School of Clinical Medicine, Hainan Medical University, Haikou, 571199, China
| | - Feihu Bai
- Department of Gastroenterology, The Second Affiliated Hospital of Hainan Medical University, Yehai Avenue, #368, Longhua District, Haikou, Hainan Province, 570216, China.
- The Gastroenterology Clinical Medical Center of Hainan Province, Haikou, 570216, China.
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Yu J, Liu QC, Lu SY, Wang S, Zhang H. Detecting plasma SHOX2, HOXA9, SEPTIN9, and RASSF1A methylation and circulating cancer cells for cholangiocarcinoma clinical diagnosis and monitoring. World J Gastrointest Oncol 2025; 17:104253. [PMID: 40235897 PMCID: PMC11995335 DOI: 10.4251/wjgo.v17.i4.104253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 01/17/2025] [Accepted: 02/25/2025] [Indexed: 03/25/2025] Open
Abstract
BACKGROUND Cholangiocarcinoma (CCA), also known as bile duct cancer, is a devastating malignancy primarily affecting the biliary tract. AIM To assess their performance in clinical diagnosis and monitoring of CCA, plasma methylation and circulating tumor cells were detected. METHODS Plasma samples were collected from Hubei Cancer Hospital (n = 156). Plasma DNA was tested to detect SHOX2, HOXA9, SEPTIN9, and RASSF1A methylation using TaqMan PCR. Circulating tumor cells (CTCs) were detected in the peripheral blood of patients using the United States Food and Drug Administration-approved cell search system before and after clinical therapy. The CCA diagnostic value was estimated using the area under the curve. The independent prognosis risk factors for patients with CCA were estimated using Cox and logistic regression analyses. RESULTS The sensitivity and specificity of the four DNA plasma methylations exhibited 64.74% sensitivity and 93.88% specificity for detecting CCA. The receiver operating characteristic curve of the combined value for CCA diagnosis in plasma was 0.828 ± 0.032. RASSF1A plasma methylation was related to the prognosis of patients with CCA. We determined the prognostic hazard ratio for CCA using CTC count, tumor stage, methylation, and carbohydrate antigen 19-9 levels as key factors. Our overall survival nomogram achieved a C-index of 0.705 (0.605-0.805). CONCLUSION SHOX2, HOXA9, SEPTIN9, and RASSF1A plasma methylation demonstrated increased sensitivity for diagnosing CCA. RASSF1A plasma methylation and CTCs were valuable predictors to assess CCA prognosis and recurrence.
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Affiliation(s)
- Jing Yu
- Department of Laboratory, Wuhan Hospital of Traditional Chinese and Western Medicine (Wuhan's TCWM Hospital), Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
- Department of Laboratory, Sinopharm Dongfeng General Hospital, Hubei University of Medicine, Shiyan 442008, Hubei Province, China
| | - Qiu-Chen Liu
- Department of Laboratory, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430079, Hubei Province, China
| | - Shuang-Yan Lu
- Department of Blood Transfusion, Wuhan Chinese and Western Medicine Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Shun Wang
- Department of Laboratory, Wuhan Chinese and Western Medicine Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Hua Zhang
- Department of Laboratory, Sinopharm Dongfeng General Hospital, Hubei University of Medicine, Shiyan 442008, Hubei Province, China
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Kong X, Wu Q, Zhang Z, Yu Z, Niu F, Wang X, Zou H. Effectiveness of single-target fecal DNA methylation test in regional mass screening for colorectal cancer and precancerous lesions in China. Gastroenterol Rep (Oxf) 2025; 13:goaf029. [PMID: 40241850 PMCID: PMC12000530 DOI: 10.1093/gastro/goaf029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Revised: 07/25/2024] [Accepted: 10/29/2024] [Indexed: 04/18/2025] Open
Abstract
Background Colorectal cancer (CRC) is the third-most-common malignancy and the second-leading cause of cancer-related deaths worldwide and current screening methods such as guaiac-based fecal occult blood test (gFOBT), fecal immunochemical test (FIT), and colonoscopy have their own pros and cons. This study aimed to assess the effectiveness of a fecal DNA methylation test by using methylated SDC2 (mSDC2) as the epigenetic biomarker for detecting CRC in a screening-naïve population. Methods Fecal mSDC2 test and FIT were simultaneously performed on eligible 40- to 74-year-old adults of a regional township in China. Subjects with positive results were recommended for colonoscopy. Data of positivity rates, positive predicted values (PPVs), and detection rates associated with clinical characteristics were analysed. Results The positivity rate of mSDC2 was 7.6% for 10,578 participants with valid results from both fecal mSDC2 test and FIT. With an adherence rate of 63.8% to colonoscopy referral, 25 CRCs, 189 advanced adenomas (AAs), and 165 non-advanced adenomas (NAAs) and polyps were detected. The PPVs of mSDC2 were 4.93%, 37.28%, and 32.54% for CRC, AA, and non-advanced lesions, respectively. When the CRCs and AAs were counted as positive findings, the fecal mSDC2 test showed a higher detective rate than FIT (relative risk [RR], 1.313 [1.129-1.528], P < 0.001). When NAAs and polyps were also specified as treatable lesions, the mSDC2 test was more effective in detecting these benign growths (RR, 1.872 [1.419-2.410]; P < 0.001). A combination of mSDC2 and FIT detected 29 CRCs, 298 AAs, and 234 NAAs and polyps. Overall, the fecal mSDC2 test had a higher detection rate for both advanced and non-advanced colonic lesions. The false-positive rate of the fecal mSDC2 test was comparable to that of FIT (RR, 1.169 [0.974-1.403]; P = 0.113). Conclusions The single-target stool-based mSDC2 test can effectively and accurately detect CRC and precancerous lesions in a large-scale CRC-screening program. Trial registration number NCT05374369.
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Affiliation(s)
- Xianhe Kong
- Department of General Surgery (Gastrointestinal Endoscopy), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Qiuning Wu
- Department of General Surgery (Gastrointestinal Endoscopy), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Zhi Zhang
- Department of Gastrointestinal Endoscopy, Shipai Hospital of Dongguan, Dongguan, Guangdong, P. R. China
| | - Zhiqiang Yu
- Institute of Clinical Oncology, Dongguan People's Hospital, Dongguan, Guangdong, P. R. China
| | - Feng Niu
- Creative Biosciences (Guangzhou) CO., Ltd, Guangzhou, Guangdong, P. R. China
| | - Xianshu Wang
- Creative Biosciences (Guangzhou) CO., Ltd, Guangzhou, Guangdong, P. R. China
| | - Hongzhi Zou
- Creative Biosciences (Guangzhou) CO., Ltd, Guangzhou, Guangdong, P. R. China
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Newell ME, Babbrah A, Aravindan A, Rathnam R, Halden RU. DNA Methylation in Urine and Feces Indicative of Eight Major Human Cancer Types Globally. Life (Basel) 2025; 15:482. [PMID: 40141826 PMCID: PMC11943902 DOI: 10.3390/life15030482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Revised: 03/05/2025] [Accepted: 03/13/2025] [Indexed: 03/28/2025] Open
Abstract
Toxic chemicals and epigenetic biomarkers associated with cancer have been used successfully in clinical diagnostic screening of feces and urine from individuals, but they have been underutilized in a global setting. We analyzed peer-reviewed literature to achieve the following: (i) compile epigenetic biomarkers of disease, (ii) explore whether research locations are geographically aligned with disease hotspots, and (iii) determine the potential for tracking disease-associated epigenetic biomarkers. Studies (n = 1145) of epigenetic biomarkers (n = 146) in urine and feces from individuals have established notable diagnostic potential for detecting and tracking primarily gastric and urinary cancers. Panels with the highest sensitivity and specificity reported more than once were SEPT9 (78% and 93%, respectively) and the binary biomarker combinations GDF15, TMEFF2, and VIM (93% and 95%), NDRG4 and BMP3 (98% and 90%), and TWIST1 and NID2 (76% and 79%). Screening for epigenetic biomarkers has focused on biospecimens from the U.S., Europe, and East Asia, whereas data are limited in regions with similar/higher disease incidence rates (i.e., data for New Zealand, Japan, and Australia for colorectal cancer). The epigenetic markers discussed here may aid in the future monitoring of multiple cancers from individual- to population-level scales by leveraging the emerging science of wastewater-based epidemiology (WBE).
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Affiliation(s)
- Melanie Engstrom Newell
- Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA; (M.E.N.)
- Biodesign Center for Environmental Health Engineering, Tempe, AZ 85281, USA
- School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ 85281, USA
| | - Ayesha Babbrah
- Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA; (M.E.N.)
- Biodesign Center for Environmental Health Engineering, Tempe, AZ 85281, USA
- Barrett, The Honors College, Arizona State University, Tempe, AZ 85281, USA
| | - Anumitha Aravindan
- Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA; (M.E.N.)
- Biodesign Center for Environmental Health Engineering, Tempe, AZ 85281, USA
- Barrett, The Honors College, Arizona State University, Tempe, AZ 85281, USA
| | - Raj Rathnam
- Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA; (M.E.N.)
- Biodesign Center for Environmental Health Engineering, Tempe, AZ 85281, USA
- Barrett, The Honors College, Arizona State University, Tempe, AZ 85281, USA
| | - Rolf U. Halden
- Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA; (M.E.N.)
- Biodesign Center for Environmental Health Engineering, Tempe, AZ 85281, USA
- School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ 85281, USA
- Barrett, The Honors College, Arizona State University, Tempe, AZ 85281, USA
- School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, AZ 85281, USA
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Peng H, Lv B, Du J, Huang Y, Cui Q, Cui C, Jin H. Identification of Metabolism-Related Hub Genes in Heart Failure via Comprehensive Transcriptome Analysis. Genes (Basel) 2025; 16:305. [PMID: 40149456 PMCID: PMC11941980 DOI: 10.3390/genes16030305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2025] [Revised: 02/23/2025] [Accepted: 02/25/2025] [Indexed: 03/29/2025] Open
Abstract
BACKGROUND Metabolic dysfunction is a key driver of heart failure (HF) progression. Identifying metabolic hub genes in HF may reveal novel therapeutic targets. METHODS Transcriptomic datasets from HF patients (GEO database) and metabolism-related genes (PathCards) were analyzed. Differentially expressed genes (DEGs) were intersected with metabolism-related genes, followed by the application of the LASSO, Random Forest, and XGBoost algorithms to prioritize hub genes. Candidate genes were validated via WGCNA, an HF mouse model, and plasma metabolomics. Diagnostic performance and metabolic associations were assessed using ROC analysis and ssGSEA. RESULTS We identified 1115 HF-associated DEGs (701 upregulated, 414 downregulated), with 119 linked to metabolism. The machine learning algorithms prioritized five genes, including SDC2, which was also validated using WGCNA and the mouse HF model. SDC2 mRNA and protein expression levels were markedly elevated in HF and demonstrated strong diagnostic accuracy. ssGSEA revealed the expression of SDC2 was correlated with dysregulated metabolic pathways, including fatty acid biosynthesis and glycerolipid metabolism, which are potentially associated with metabolic alterations in HF. CONCLUSIONS SDC2 emerges as a central regulator bridging metabolic dysfunction and HF pathogenesis, showing potential as a diagnostic biomarker and therapeutic target.
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Affiliation(s)
- Hanlin Peng
- Department of Pediatrics, Peking University First Hospital, Beijing 100034, China
| | - Boyang Lv
- Department of Pediatrics, Peking University First Hospital, Beijing 100034, China
| | - Junbao Du
- Department of Pediatrics, Peking University First Hospital, Beijing 100034, China
- State Key Laboratory of Vascular Homeostasis and Remodeling, Peking University, Beijing 100191, China
| | - Yaqian Huang
- Department of Pediatrics, Peking University First Hospital, Beijing 100034, China
| | - Qinghua Cui
- State Key Laboratory of Vascular Homeostasis and Remodeling, Peking University, Beijing 100191, China
- Department of Biomedical Informatics, School of Basic Medical Sciences, Peking University, Beijing 100191, China
- School of Sports Medicine, Wuhan Sports University, No. 461 Luoyu Rd., Wuchang District, Wuhan 430079, China
| | - Chunmei Cui
- School of Sports Medicine, Wuhan Sports University, No. 461 Luoyu Rd., Wuchang District, Wuhan 430079, China
| | - Hongfang Jin
- Department of Pediatrics, Peking University First Hospital, Beijing 100034, China
- State Key Laboratory of Vascular Homeostasis and Remodeling, Peking University, Beijing 100191, China
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Liu X, Zhao G, Mao W, Li Q, Liao J, He G. Clinical significance of fecal Syndecan-2 gene methylation combined with blood tumor abnormal protein detection in the diagnosis of colorectal cancer and precancerous lesions. Clin Biochem 2025; 136:110887. [PMID: 39832542 DOI: 10.1016/j.clinbiochem.2025.110887] [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: 10/23/2024] [Revised: 01/09/2025] [Accepted: 01/10/2025] [Indexed: 01/22/2025]
Abstract
OBJECTIVE To investigate the clinical significance of fecal Syndecan-2 (SDC2) gene methylation combined with blood tumor abnormal protein (TAP) detection for the diagnosis of colorectal cancer (CRC) and its precancerous lesions. METHODS A retrospective study was conducted to collect patients diagnosed with CRC or colorectal adenoma (Ade) from March 2020 to March 2023, and healthy people (Nor) without any gastrointestinal diseases during the same period as the control group. All participants underwent the fecal SDC2 gene methylation test, blood TAP test and fecal occult blood test (FOBT). The differences in the positivity rates of each index were compared, receiver operator characteristic curves were plotted and the area under the curve (AUC) was calculated to evaluate the diagnostic effects of different testing methods on CRC and its precancerous lesions. RESULTS A total of 146 individuals were included in the study, including 69 CRC patients, 47 patients with Ade and 30 healthy individuals. The results showed that, SDC2, TAP and the combined assay had high comprehensive diagnostic efficacy for the diagnosis of CRC, but there was no significant difference between the three methods in terms of AUC, sensitivity, and specificity. However, for Ade, the combined detection was statistically significant, with a high AUC (0.905), high sensitivity (95.7%), and high specificity (86.7%). CONCLUSION Fecal SDC2 gene methylation combined with blood TAP detection is an effective noninvasive screening and diagnostic method to enhance the early detection and treatment of CRC precancerous lesions, such as Ade, thereby reducing the incidence and mortality of CRC.
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Affiliation(s)
- Xuanjun Liu
- Department of Gastrointestinal Surgery, Yongchuan Hospital of Chongqing Medical University, Yongchuan, Chongqing 402160, China
| | - Guowei Zhao
- Department of Gastrointestinal Surgery, Yongchuan Hospital of Chongqing Medical University, Yongchuan, Chongqing 402160, China
| | - Weixu Mao
- Department of Respiratory Medicine, The Affiliated Yongchuan District Traditional Chinese Medicine Hospital of Chongqing Medical University, Yongchuan District, Chongqing 402160, China
| | - Qigang Li
- Department of Gastrointestinal Surgery, Yongchuan Hospital of Chongqing Medical University, Yongchuan, Chongqing 402160, China
| | - Juan Liao
- Central Laboratory, Yongchuan Hospital of Chongqing Medical University, Yongchuan, Chongqing 402160, China
| | - Gan He
- Department of Gastrointestinal Surgery, Yongchuan Hospital of Chongqing Medical University, Yongchuan, Chongqing 402160, China.
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Kim CW, Kim H, Kim HR, Won DD, Nam WJ, Min BS, Oh TJ, An S, Lee SH. A Stool DNA-Based SDC2 Methylation Test for the Early Detection of Colorectal Cancer in an Asymptomatic, High-Risk Population: A Multicenter Prospective Randomized Trial. Am J Gastroenterol 2025; 120:614-622. [PMID: 39292188 DOI: 10.14309/ajg.0000000000003044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Accepted: 07/22/2024] [Indexed: 09/19/2024]
Abstract
INTRODUCTION Noninvasive stool DNA-based methylation testing has emerged as an effective strategy for the early colorectal cancer (CRC) detection. Syndecan-2 ( SDC2 ) methylation frequently occurs in all stages of CRC; therefore, the aim of this study was to evaluate the clinical performance of a stool DNA-based SDC2 methylation test for detecting CRC in asymptomatic or high-risk CRC populations. METHODS This multicenter prospective study was conducted to determine the clinical performance of the SDC2 methylation test on stool DNA using real-time polymerase chain reaction. Stool samples were collected from asymptomatic individuals before colonoscopy, and the test results were independently analyzed through comparison with colonoscopic findings and pathological outcomes as reference standards. RESULTS Of the 1,124 evaluable participants, 20 had CRC, 73 had advanced adenomatous polyps (≥1.0 cm), 469 had nonadvanced adenomatous polyps (<1.0 cm), 178 had non-neoplastic polyps, and 384 had negative colonoscopy results. The stool SDC2 methylation test had a sensitivity and specificity of 95.0% and 81.5%, respectively, for detecting CRC, while the sensitivity for detecting advanced adenomatous polyps and CRC was 58.1%. The rate of adenoma detection increased with polyp size ( P < 0.01), and sensitivity was not associated with CRC stage ( P = 0.864). DISCUSSION The stool DNA-based SDC2 methylation test attained a high sensitivity for CRC detection in an asymptomatic high-risk population. Further large-scale clinical studies are required to validate the clinical utility of this test as a population-based CRC screening tool.
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Affiliation(s)
- Chang Woo Kim
- Department of Surgery, Ajou University Hospital, Ajou University School of Medicine, Suwon, South Korea
| | - Hyunjin Kim
- Department of Surgery, Koo Hospital, Daegu, South Korea
| | - Hyoung Rae Kim
- Department of Surgery, Busan Hangun Hospital, Busan, South Korea
| | - Daeyeon David Won
- Department of Surgery, Seoul Songdo Colorectal Hospital, Seoul, South Korea
| | - Woo Jung Nam
- Department of Surgery, Seoul Songdo Colorectal Hospital, Seoul, South Korea
- Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Byung Soh Min
- Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | | | | | - Suk-Hwan Lee
- Department of Surgery, Kyung Hee University Hospital at Gangdong, Kyung Hee University School of Medicine, Seoul, South Korea
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Peng X, Yan M, Yang H, Zhen L, Wei L, Xu H. Fragment-specific Quantification of 5hmC by qPCR via a Combination of Enzymatic Digestion and Deamination: Extreme Specificity, High Sensitivity, and Clinical Applicability. Anal Chem 2025; 97:2186-2194. [PMID: 39804214 DOI: 10.1021/acs.analchem.4c05147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2025]
Abstract
Accurate identification and quantification of 5-hydroxymethylcytosine (5hmC) can help elucidate its function in gene expression and disease pathogenesis. Current 5hmC analysis methods still present challenges, especially for clinical applications, such as having a risk of false-positive results and a lack of sufficient sensitivity. Herein, a 5hmC quantification method for fragment-specific DNA sequences with extreme specificity, high sensitivity, and clinical applicability was established using a quantitative real-time PCR (qPCR)-based workflow through the combination of enzymatic digestion and biological deamination strategy (EDD-5hmC assay). The EDD-5hmC approach enriched glycosylated 5hmC via enzyme digestion and then APOBEC (apolipoprotein B mRNA editing catalytic polypeptide-like)-mediated deamination to efficiently differentiate between various cytosine(C) modification states, resulting in 5hmC quantification with extreme specificity such that nonspecific amplification is reduced over eight million-fold. Moreover, the nondestructive biological treatment process of the EDD-5hmC assay exhibits high sensitivity, yielding the limit of detection of 30 aM. For the first time, we measured 5hmC levels in colorectal cancer tissues and matched paracancerous tissues to evaluate the ability to differentiate colorectal cancer, with the area under the receiver operating characteristic curve of up to 82.8% for the single gene of Septin9 and 83.6% for the combinations of Septin9 and Syndecan-2 (SDC2), demonstrating the EDD-5hmC assay is a promising method with clinical applicability for accurately quantifying the 5hmC level.
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Affiliation(s)
- XiaoHuan Peng
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - MengQiu Yan
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Hao Yang
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - LinQing Zhen
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - LianXi Wei
- Shanghai High School International Division, Shanghai 200231, China
| | - Hong Xu
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
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Li R, Hao X, Diao Y, Yang L, Liu J. Explainable Machine Learning Models for Colorectal Cancer Prediction Using Clinical Laboratory Data. Cancer Control 2025; 32:10732748251336417. [PMID: 40334702 PMCID: PMC12062600 DOI: 10.1177/10732748251336417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2025] [Revised: 03/13/2025] [Accepted: 04/01/2025] [Indexed: 05/09/2025] Open
Abstract
IntroductionEarly diagnosis of colorectal cancer (CRC) poses a significant clinical challenge. This study aims to develop machine learning (ML) models for CRC risk prediction using clinical laboratory data.MethodsThis retrospective, single-center study analyzed laboratory examination data from healthy controls (HC), polyp patients (Polyp), and CRC patients between 2013 and 2023. Five ML algorithms, including adaptive boosting (AdaBoost), extreme gradient boosting (XGBoost), decision tree (DT), logistic regression (LR), and random forest (RF), were employed to classify subjects into HC vs Polyp vs CRC, HC vs CRC, and Polyp vs CRC, respectively.ResultsThis study included 31 539 subjects: 11 793 HCs, 10 125 polyp patients, and 9621 CRC patients. The XGBoost model achieved the highest AUCs of 0.966 for differentiating HC from CRC and 0.881 for Polyp from CRC, outperforming carcino-embryonic antigen (CEA) and fecal occult blood testing (FOBT) tests. This model could also identify CEA-negative or FOBT-negative CRC patients. Incorporating stool miR-92a detection into the model further improved diagnostic performance. Shapley additive explanations (SHAP) plots indicated that FOBT, CEA, lymphocyte percentage (LYMPH%), and hematocrit (HCT) were the most significant features contributing to CRC diagnosis. Additionally, a computational tool for predicting CRC risk based on the optimal model was developed, designed for researchers with programming experience.ConclusionFive ML models for CRC diagnosis, based on ten routine laboratory test items, were developed, achieving higher diagnostic accuracies than traditional CRC biomarkers. The diagnostic capabilities of these ML models can be further enhanced by including stool miR-92a levels.
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Affiliation(s)
- Rui Li
- Department of Clinical Laboratory Medicine, Xijing Hospital, Air Force Medical University, Xi’an, China
| | - Xiaoyan Hao
- Department of Clinical Laboratory Medicine, Xijing Hospital, Air Force Medical University, Xi’an, China
| | - Yanjun Diao
- Department of Clinical Laboratory Medicine, Xijing Hospital, Air Force Medical University, Xi’an, China
| | - Liu Yang
- Department of Clinical Laboratory Medicine, Xijing Hospital, Air Force Medical University, Xi’an, China
| | - Jiayun Liu
- Department of Clinical Laboratory Medicine, Xijing Hospital, Air Force Medical University, Xi’an, China
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Qin B, Niu H, Qiu L, Zhou H, Lyu P. Fecal methylated syndecan-2 ( SDC2) testing for early screening of colorectal cancerous and precancerous lesions: A real-world retrospective study in China. CANCER PATHOGENESIS AND THERAPY 2025; 3:60-67. [PMID: 39872370 PMCID: PMC11764036 DOI: 10.1016/j.cpt.2024.02.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Revised: 02/03/2024] [Accepted: 02/20/2024] [Indexed: 01/30/2025]
Abstract
Background Colorectal cancer (CRC) is a major public health concern and the second leading cause of cancer-related deaths worldwide. However, challenges remain in deploying effective screening strategies for early-stage CRC. This study aimed to evaluate the effectiveness of a fecal-based syndecan-2 (SDC2) methylation test for the detection of colorectal lesions and CRC. Methods We retrospectively collected data on participants who underwent fecal SDC2 methylation testing from January 1, 2019, to May 30, 2023. Patients with positive results were recommended to undergo colonoscopy. Performance indicators associated with certain clinical characteristics, including positive rate (PR), positive predictive value (PPV), and colonoscopy compliance rate (CCR), were subjected to statistical analysis. Results We analyzed data from 113,209 participants, of whom 11,841 (10.4% PR) had positive fecal SDC2 methylation test results. A total of 4315 participants with positive results adhered to the colonoscopy recommendations, and the CCR was 36.4%. Finally, 3169 colorectal lesions were detected, including 1134 polyps, 875 non-advanced adenomas (NAAs), 770 advanced adenomas (AAs), and 390 CRCs, with PPV values of 26.3% (1134/4315), 20.3% (875/4315), 17.8% (770/4315), and 9.0% (390/4315), respectively. Notably, the PPV for CRC increased significantly with age (χ 2 = 164.40, P < 0.0001). In addition, as the cycle threshold (CT) values increased, the PPVs of AAs and CRCs generally decreased, whereas those of NAAs and polyps significantly increased. Moreover, the clinical patient group had the highest incidence of late-stage CRC (stage II and higher), whereas asymptomatic populations from the staff physical examination group and rural town-based screening programs had the highest number of stage 0 and I CRCs detected (P = 0.0107). Conclusions This study indicates that fecal SDC2 methylation testing combined with colonoscopy may be an effective screening method for colorectal lesions and CRC.
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Affiliation(s)
- Boyu Qin
- Department of Oncology, The Fifth Medical Center of PLA General Hospital, Beijing 100071, China
| | - Haitao Niu
- National Health Commission of the People's Republic of China, Beijing 100044, China
| | - Lupeng Qiu
- Medical School of Chinese PLA, Beijing 100853, China
| | - Hongfeng Zhou
- Health Management Department, Foresea Life Insurance Guangzhou General Hospital, Guangzhou, Guangdong 510000, China
| | - Peng Lyu
- Cancer Pathogenesis and Therapy, Chinese Medical Association Publishing House, Beijing 100052, China
- Key Laboratory of Knowledge Mining and Service for Medical Journals, National Press and Publication Administration, Beijing 100052, China
- Beijing Beiya Hospital of Traditional Chinese Medicine, Beijing 100029, China
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11
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Cervellati F, Benedusi M, Casoni A, Trinchera G, Vallese A, Ferrara F, Pietrogrande MC, Valacchi G. Effect of Cu- and Fe- Isolated from Environmental Particulate Matter on Mitochondrial Dynamics in Human Colon CaCo-2 Cells. Biol Trace Elem Res 2024:10.1007/s12011-024-04497-7. [PMID: 39738852 DOI: 10.1007/s12011-024-04497-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Accepted: 12/20/2024] [Indexed: 01/02/2025]
Abstract
Atmospheric particulate matter (PM) is one of the most dangerous air pollutants of anthropogenic origin; it consists of a heterogeneous mixture of inorganic and organic components, including transition metals and polycyclic aromatic hydrocarbons. Although previous studies have focused on the effects of exposure to highly concentrated PM on the respiratory and cardiovascular systems, emerging evidence supports a significant impact of air pollution on the gastrointestinal (GI) tract by linking exposure to external stressors with conditions such as appendicitis, colorectal cancer, and inflammatory bowel disease. In general, it has been hypothesized that the main mechanism involved in PM toxicity consists of an inflammatory response and this has also been suggested for the GI tract. In the present study, we analyzed the effect of specific redox-active PM components, such as copper (Cu) and iron (Fe), in human intestinal cells focusing on ultrastructural integrity, redox homeostasis, and modulation of some mitochondrial-related markers. According to our results, exposure to Cu- and Fe-PM components and their combination induced ultrastructural alterations in the endoplasmic reticulum and in the mitochondria with an additive effect when combined. The increase in ROS and the loss of the mitochondrial mass in the cells exposed to PM indicates that mitochondria are a target of acute metal exposure. Furthermore, the gene expression and the protein levels of mitochondria dynamics markers were affected by the PM exposure. In particular, OPA1 increases at both gene and protein levels in all conditions while Mitofusin1 decreases significantly only in the presence of Fe. The increase in PINK expression is modulated by Fe, while Cu seems to affect mainly Parkin. Finally, a significant decrease in trans-epithelial resistance was also observed. In general, our study can confirm the correlation observed between pollution exposure areas and increased incidence of GI tract conditions.
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Affiliation(s)
- Franco Cervellati
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy.
| | - Mascia Benedusi
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy
| | - Alice Casoni
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy
| | - Giulia Trinchera
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy
| | - Andrea Vallese
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy
| | - Francesca Ferrara
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Ferrara, Italy
| | - Maria Chiara Pietrogrande
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Ferrara, Italy
| | - Giuseppe Valacchi
- Department of Animal Science, North Carolina State University, Plants for Human Health Institute, NC Research Campus, Kannapolis, NC, USA.
- Department of Environmental and Prevention Sciences, University of Ferrara, Ferrara, Italy.
- Department of Food and Nutrition, Kyung Hee University, Seoul, Korea.
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12
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Emelyanova MA, Ikonnikova AY. Utilization of molecular genetic approaches for colorectal cancer screening. World J Gastroenterol 2024; 30:4950-4957. [PMID: 39679308 PMCID: PMC11612711 DOI: 10.3748/wjg.v30.i46.4950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 10/14/2024] [Accepted: 11/01/2024] [Indexed: 11/21/2024] Open
Abstract
The feasibility of population screening for colorectal cancer has been demonstrated in several studies. Most of these studies have considered individual characteristics, diagnostic approaches, epidemiological data, and socioeconomic factors. In this article, we comment on an editorial by Metaxas et al published in the recent issue of the journal. The authors emphasized the need to raise public awareness through health education programs and the possibility of using easily accessible non-invasive screening methods. Here, we focus on non-invasive molecular genetic approaches that can aid in colorectal cancer screening. On the one hand, we highlighted the use of tumor DNA/RNA markers directly for screening and, on the other hand, underline the use of polygenic risk assessment and hereditary predisposition to select individuals for more thorough cancer screening.
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Affiliation(s)
- Marina A Emelyanova
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow 119991, Russia
| | - Anna Y Ikonnikova
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow 119991, Russia
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13
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Mannucci A, Goel A. Stool and blood biomarkers for colorectal cancer management: an update on screening and disease monitoring. Mol Cancer 2024; 23:259. [PMID: 39558327 PMCID: PMC11575410 DOI: 10.1186/s12943-024-02174-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2024] [Accepted: 11/07/2024] [Indexed: 11/20/2024] Open
Abstract
BACKGROUND Biomarkers have revolutionized the management of colorectal cancer (CRC), facilitating early detection, prevention, personalized treatment, and minimal residual disease (MRD) monitoring. This review explores current CRC screening strategies and emerging biomarker applications. MAIN BODY We summarize the landscape of non-invasive CRC screening and MRD detection strategies, discuss the limitations of the current approaches, and highlight the promising potential of novel biomarker solutions. The fecal immunochemical test remained the cornerstone of CRC screening, but its sensitivity has been improved by assays that combined its performance with other stool analytes. However, their sensitivity for advanced adenomas and the patient compliance both remain suboptimal. Blood-based tests promise to increase compliance but require further refinement to compete with stool-based biomarker tests. The ideal scenario involves leveraging blood tests to increase screening participation, and simultaneously promote stool- and endoscopy-based screening among those who are compliant. Once solely reliant on upfront surgery followed by stage and pathology-driven adjuvant chemotherapy, the treatment of stage II and III colon cancer has undergone a revolutionary transformation with the advent of MRD testing after surgery. A decade ago, the concept of using a post-surgical test instead of stage and pathology to determine the need for adjuvant chemotherapy was disruptive. Today, a blood test may be more informative of the need for chemotherapy than the stage at diagnosis. CONCLUSION Biomarker research is not just improving, but bringing a transformative change to CRC clinical management. Early detection is not just getting better, but improving thanks to a multi-modality approach, and personalized treatment plans are not just becoming a reality, but a promising future with MRD testing.
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Affiliation(s)
- Alessandro Mannucci
- Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute at City of Hope, Monrovia, CA, USA
- Gastroenterology and Gastrointestinal Endoscopy Unit, Vita-Salute San Raffaele University, IRCCS San Raffaele Hospital, Milan, Italy
| | - Ajay Goel
- Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute at City of Hope, Monrovia, CA, USA.
- City of Hope Comprehensive Cancer Center, Duarte, CA, USA.
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14
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Zhang L, Wang D, Li Z, Lin G, Li J, Zhang R. Interlaboratory consistency of SDC2 promoter methylation detection in colorectal cancer using the post-optimized materials. iScience 2024; 27:111177. [PMID: 39569371 PMCID: PMC11577190 DOI: 10.1016/j.isci.2024.111177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 08/05/2024] [Accepted: 10/14/2024] [Indexed: 11/22/2024] Open
Abstract
Fecal DNA-based Syndecan 2 (SDC2) methylation detection is a promising non-invasive strategy for early colorectal cancer (CRC) screening. In China, commercial assays for SDC2 methylation detection vary in sensitivity and specificity, yet there is no standardized external quality assessment (EQA) to ensure accuracy. This study utilized CRISPR-Cas9 and homology-directed repair (HDR) technologies to edit the SDC2 promoter in 293T cells, creating hypermethylated and heterogeneous cell lines. These cell lines were used to develop an EQA panel for SDC2 methylation. We established a 10-sample panel, encompassing a range of methylation levels, and conducted an EQA across 140 laboratories. Among 1,400 results, 0.57% were incorrect. The optimized EQA materials effectively monitor the accuracy of SDC2 methylation detection in CRC, supporting reliable and consistent clinical testing and contributing to early CRC screening and diagnosis in China.
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Affiliation(s)
- Lijing Zhang
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/ National Center of Gerontology, Beijing, P.R. China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing Hospital, Beijing, P.R. China
- Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China
| | - Duo Wang
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/ National Center of Gerontology, Beijing, P.R. China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing Hospital, Beijing, P.R. China
- Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China
| | - Ziqiang Li
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/ National Center of Gerontology, Beijing, P.R. China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing Hospital, Beijing, P.R. China
- Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China
| | - Guigao Lin
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/ National Center of Gerontology, Beijing, P.R. China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing Hospital, Beijing, P.R. China
- Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China
| | - Jinming Li
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/ National Center of Gerontology, Beijing, P.R. China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing Hospital, Beijing, P.R. China
- Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China
| | - Rui Zhang
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/ National Center of Gerontology, Beijing, P.R. China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing Hospital, Beijing, P.R. China
- Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China
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15
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Xu Y, Tan A, Liang R, Qu H, Li X, Wang Z. Evaluation of Multigene Methylation for Blood-Based Detection of Colorectal Cancer. Genet Test Mol Biomarkers 2024; 28:402-409. [PMID: 39308406 DOI: 10.1089/gtmb.2023.0754] [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] [Indexed: 10/22/2024] Open
Abstract
Background: Early screening for colorectal cancer (CRC) has the potential to improve patient prognosis, but current screening methods are limited. In this prospective study, we aimed to evaluate the multigene (Septin9, SDC2, KCNQ5, and IKZF1) detection in patient plasma for CRC diagnosis. Methods: Overall, 67 participants were enrolled, including 31 patients with CRC, 17 patients with colorectal polyp, and 19 normal controls who underwent colonoscopy. Carcinoembryonic antigen (CEA) and Septin9, SDC2, KCNQ5, and IKZF1 methylation tests were performed. Sensitivity, specificity, and the area under the receiver operating characteristic (ROC) curve were used to evaluate the diagnostic value of each biomarker. The association between positive rates of methylated Septin9, SDC2, KCNQ5, and IKZF1 and the clinicopathological characteristics of CRC was also analyzed. Results: The positive rate of multigene methylation detection was 87.1% (27/31) in patients with CRC, which was higher than single indicators: CEA (51.61%, 16/31), Septin9 (41.94%, 13/31), SDC2 (41.94%, 13/31), KCNQ5 (58.06%, 18/31), and IKZF1 (32.26%, 10/31). In the colorectal polyp group, the rate of multigene methylation detection is 88.24% (15/17), which was also higher than single indicator: CEA (17.65%, 3/17), Septin9 (11.76%, 2/17), SDC2 (64.71%, 11/17), KCNQ5 (58.82%, 10/17), and IKZF1 (35.29%, 6/17). The ROC curves further showed better diagnostic value of the multigene test for CRC than any single gene. Correlation analysis found that the positive rate of the test was not affected by patients' clinicopathologic characteristics. Conclusion: The combination of methylated Septin9, SDC2, KCNQ5, and IKZF1 tests is preferable to individual gene tests for patients with CRC and polyp.
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Affiliation(s)
- Yingshuo Xu
- Department of Medicine, Molecular Diagnostic Engineering Technology Research Center of Zhengzhou, Zhengzhou, China
| | - Ailin Tan
- Department of Anorectal Surgery, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Rui Liang
- Department of Pathology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Huaidong Qu
- Department of Anorectal Surgery, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Xiankun Li
- Department of Medicine, Molecular Diagnostic Engineering Technology Research Center of Zhengzhou, Zhengzhou, China
| | - Zhiqiang Wang
- Department of Anorectal Surgery, The Second Hospital of Tianjin Medical University, Tianjin, China
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16
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Cao Q, Dan Z, Hou N, Yan L, Yuan X, Lu H, Yu S, Zhang J, Xiao H, Liu Q, Zhang X, Zhang M, Pang M. Discovery and validation of colorectal cancer tissue-specific methylation markers: a dual-center retrospective cohort study. Clin Epigenetics 2024; 16:122. [PMID: 39244604 PMCID: PMC11380779 DOI: 10.1186/s13148-024-01735-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 08/26/2024] [Indexed: 09/09/2024] Open
Abstract
BACKGROUND AND PURPOSE Early detection, diagnosis, and treatment of colorectal cancer and its precancerous lesions can significantly improve patients' survival rates. The purpose of this research is to identify methylation markers specific to colorectal cancer tissues and validate their diagnostic capability in colorectal cancer and precancerous changes by measuring the level of DNA methylation in stool samples. METHOD We analyzed samples from six cancer tissues and adjacent normal tissues and fecal samples from 758 participants, including 62 patients with interfering diseases. Bioinformatics databases were used to screen for candidate biomarkers for CRC, and quantitative methylation-specific PCR methods were applied for identification. The methylation levels of the candidate biomarkers in fecal and tissue samples were measured. Logistic regression and random forest models were built and validated using fecal sample data from one of the centers, and the independent or combined diagnostic value of the candidate biomarkers in fecal samples for CRC and precancerous lesions was analyzed. Finally, the diagnostic capability and stability of the model were validated at another medical center. RESULTS This study identified two colorectal cancer CpG sites with tissue specificity. These two biomarkers have certain diagnostic power when used individually, but their diagnostic value for colorectal cancer and colorectal adenoma is more significant when they are used in combination. CONCLUSION The results indicate that a DNA methylation biomarker combined diagnostic model based on two CpG sites, cg13096260 and cg12587766, has the potential for screening and diagnosing precancerous lesions and colorectal cancer. Additionally, compared to traditional diagnostic models, machine learning algorithms perform better but may yield more false-positive results, necessitating further investigation.
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Affiliation(s)
- Qinxing Cao
- Department of Geriatric General Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Zhenjia Dan
- Department of Geriatric General Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Nengyi Hou
- Department of Geriatric General Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Li Yan
- Department of Geriatric General Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Xingmei Yuan
- Department of Geriatric General Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Hejiang Lu
- Department of Geriatric General Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Song Yu
- Department of Geriatric General Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Jiangping Zhang
- Chongqing Bohao Diagnostic Technology Co., Ltd, Chongqing, 410010, China
| | - Huasheng Xiao
- Shanghai Biotechnology Corporation, Ltd, Shanghai, 200126, China
| | - Qiang Liu
- Shanghai Biotechnology Corporation, Ltd, Shanghai, 200126, China
| | - Xiaoyong Zhang
- Shanghai Biotechnology Corporation, Ltd, Shanghai, 200126, China
| | - Min Zhang
- Department of Outpatient, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China.
| | - Minghui Pang
- Department of Geriatric General Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China.
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17
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Long Z, Gao Y, Han Z, Yuan H, Yu Y, Pei B, Jia Y, Ye J, Shi Y, Zhang M, Zhao Y, Wu D, Wang F. Discovery and Validation of Methylation Signatures in Circulating Cell-Free DNA for the Detection of Colorectal Cancer. Biomolecules 2024; 14:996. [PMID: 39199384 PMCID: PMC11353097 DOI: 10.3390/biom14080996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Revised: 07/25/2024] [Accepted: 08/09/2024] [Indexed: 09/01/2024] Open
Abstract
This study was conducted with the primary objective of assessing the performance of cfDNA methylation in the detection of colorectal cancer (CRC). Five tumor tissue, 20 peripheral blood leucocyte, and 169 cfDNA samples were collected for whole-genome bisulfite sequencing (WGBS) analysis. Bioinformatic analysis was conducted to identify differentially methylated regions (DMRs) and their functional characteristics. Quantitative methylation-specific PCR (qMSP) was used to validate the methylation levels of DMRs in the tissues and leucocytes. cfDNA samples from CRC patients and healthy controls were used to evaluate the performance of the DMR analysis. WGBS analysis revealed a decrease in DNA methylation levels in the CpG context in CRC tumor tissues compared with adjacent normal tissues. A total of 132 DMRs in cfDNA were identified as potential markers for diagnosing CRC. In a cohort of 95 CRC patients and 74 healthy controls, a combination of the three DMRs (DAB1, PPP2R5C, and FAM19A5) yielded an AUC of 0.763, achieving 64.21% sensitivity and 78.38% specificity in discriminating CRC patients from healthy controls. This study provides insights into DNA methylation patterns in CRC and identifies a set of DMRs in cfDNA with potential diagnostic value for CRC. These DMRs hold promise as biomarkers for CRC detection, offering promise for non-invasive CRC diagnosis. Further research is warranted to validate these findings in larger cohorts.
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Affiliation(s)
- Zhiping Long
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China; (Z.L.); (Y.G.); (Z.H.); (H.Y.); (Y.Y.); (B.P.); (Y.J.); (J.Y.); (Y.S.); (M.Z.)
| | - Yu Gao
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China; (Z.L.); (Y.G.); (Z.H.); (H.Y.); (Y.Y.); (B.P.); (Y.J.); (J.Y.); (Y.S.); (M.Z.)
| | - Zhen Han
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China; (Z.L.); (Y.G.); (Z.H.); (H.Y.); (Y.Y.); (B.P.); (Y.J.); (J.Y.); (Y.S.); (M.Z.)
| | - Heli Yuan
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China; (Z.L.); (Y.G.); (Z.H.); (H.Y.); (Y.Y.); (B.P.); (Y.J.); (J.Y.); (Y.S.); (M.Z.)
| | - Yue Yu
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China; (Z.L.); (Y.G.); (Z.H.); (H.Y.); (Y.Y.); (B.P.); (Y.J.); (J.Y.); (Y.S.); (M.Z.)
| | - Bing Pei
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China; (Z.L.); (Y.G.); (Z.H.); (H.Y.); (Y.Y.); (B.P.); (Y.J.); (J.Y.); (Y.S.); (M.Z.)
| | - Yanjie Jia
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China; (Z.L.); (Y.G.); (Z.H.); (H.Y.); (Y.Y.); (B.P.); (Y.J.); (J.Y.); (Y.S.); (M.Z.)
| | - Jingyu Ye
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China; (Z.L.); (Y.G.); (Z.H.); (H.Y.); (Y.Y.); (B.P.); (Y.J.); (J.Y.); (Y.S.); (M.Z.)
| | - Ying Shi
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China; (Z.L.); (Y.G.); (Z.H.); (H.Y.); (Y.Y.); (B.P.); (Y.J.); (J.Y.); (Y.S.); (M.Z.)
| | - Min Zhang
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China; (Z.L.); (Y.G.); (Z.H.); (H.Y.); (Y.Y.); (B.P.); (Y.J.); (J.Y.); (Y.S.); (M.Z.)
| | - Yashuang Zhao
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China; (Z.L.); (Y.G.); (Z.H.); (H.Y.); (Y.Y.); (B.P.); (Y.J.); (J.Y.); (Y.S.); (M.Z.)
| | - Di Wu
- Department of Colorectal Surgery, Tumor Hospital of Harbin Medical University, Harbin Medical University, Harbin 150081, China
| | - Fan Wang
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China; (Z.L.); (Y.G.); (Z.H.); (H.Y.); (Y.Y.); (B.P.); (Y.J.); (J.Y.); (Y.S.); (M.Z.)
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18
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Tan WY, Nagabhyrava S, Ang-Olson O, Das P, Ladel L, Sailo B, He L, Sharma A, Ahuja N. Translation of Epigenetics in Cell-Free DNA Liquid Biopsy Technology and Precision Oncology. Curr Issues Mol Biol 2024; 46:6533-6565. [PMID: 39057032 PMCID: PMC11276574 DOI: 10.3390/cimb46070390] [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: 05/27/2024] [Revised: 06/21/2024] [Accepted: 06/23/2024] [Indexed: 07/28/2024] Open
Abstract
Technological advancements in cell-free DNA (cfDNA) liquid biopsy have triggered exponential growth in numerous clinical applications. While cfDNA-based liquid biopsy has made significant strides in personalizing cancer treatment, the exploration and translation of epigenetics in liquid biopsy to clinical practice is still nascent. This comprehensive review seeks to provide a broad yet in-depth narrative of the present status of epigenetics in cfDNA liquid biopsy and its associated challenges. It highlights the potential of epigenetics in cfDNA liquid biopsy technologies with the hopes of enhancing its clinical translation. The momentum of cfDNA liquid biopsy technologies in recent years has propelled epigenetics to the forefront of molecular biology. We have only begun to reveal the true potential of epigenetics in both our understanding of disease and leveraging epigenetics in the diagnostic and therapeutic domains. Recent clinical applications of epigenetics-based cfDNA liquid biopsy revolve around DNA methylation in screening and early cancer detection, leading to the development of multi-cancer early detection tests and the capability to pinpoint tissues of origin. The clinical application of epigenetics in cfDNA liquid biopsy in minimal residual disease, monitoring, and surveillance are at their initial stages. A notable advancement in fragmentation patterns analysis has created a new avenue for epigenetic biomarkers. However, the widespread application of cfDNA liquid biopsy has many challenges, including biomarker sensitivity, specificity, logistics including infrastructure and personnel, data processing, handling, results interpretation, accessibility, and cost effectiveness. Exploring and translating epigenetics in cfDNA liquid biopsy technology can transform our understanding and perception of cancer prevention and management. cfDNA liquid biopsy has great potential in precision oncology to revolutionize conventional ways of early cancer detection, monitoring residual disease, treatment response, surveillance, and drug development. Adapting the implementation of liquid biopsy workflow to the local policy worldwide and developing point-of-care testing holds great potential to overcome global cancer disparity and improve cancer outcomes.
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Affiliation(s)
- Wan Ying Tan
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
- Department of Internal Medicine, Norwalk Hospital, Norwalk, CT 06850, USA
- Hematology & Oncology, Neag Comprehensive Cancer Center, UConn Health, Farmington, CT 06030, USA
| | | | - Olivia Ang-Olson
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
| | - Paromita Das
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
| | - Luisa Ladel
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
- Department of Internal Medicine, Norwalk Hospital, Norwalk, CT 06850, USA
| | - Bethsebie Sailo
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
| | - Linda He
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
| | - Anup Sharma
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
| | - Nita Ahuja
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
- Department of Pathology, Yale School of Medicine, New Haven, CT 06520-8000, USA
- Biological and Biomedical Sciences Program (BBS), Yale University, New Haven, CT 06520-8084, USA
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19
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Tovar Perez JE, Zhang S, Hodgeman W, Kapoor S, Rajendran P, Kobayashi KS, Dashwood RH. Epigenetic regulation of major histocompatibility complexes in gastrointestinal malignancies and the potential for clinical interception. Clin Epigenetics 2024; 16:83. [PMID: 38915093 PMCID: PMC11197381 DOI: 10.1186/s13148-024-01698-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 06/18/2024] [Indexed: 06/26/2024] Open
Abstract
BACKGROUND Gastrointestinal malignancies encompass a diverse group of cancers that pose significant challenges to global health. The major histocompatibility complex (MHC) plays a pivotal role in immune surveillance, orchestrating the recognition and elimination of tumor cells by the immune system. However, the intricate regulation of MHC gene expression is susceptible to dynamic epigenetic modification, which can influence functionality and pathological outcomes. MAIN BODY By understanding the epigenetic alterations that drive MHC downregulation, insights are gained into the molecular mechanisms underlying immune escape, tumor progression, and immunotherapy resistance. This systematic review examines the current literature on epigenetic mechanisms that contribute to MHC deregulation in esophageal, gastric, pancreatic, hepatic and colorectal malignancies. Potential clinical implications are discussed of targeting aberrant epigenetic modifications to restore MHC expression and 0 the effectiveness of immunotherapeutic interventions. CONCLUSION The integration of epigenetic-targeted therapies with immunotherapies holds great potential for improving clinical outcomes in patients with gastrointestinal malignancies and represents a compelling avenue for future research and therapeutic development.
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Affiliation(s)
| | - Shilan Zhang
- Department of Cardiovascular Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200070, China
| | - William Hodgeman
- Wolfson Medical School, The University of Glasgow, Glasgow, G12 8QQ, UK
| | - Sabeeta Kapoor
- Center for Epigenetics and Disease Prevention, Texas A&M Health, Houston, TX, 77030, USA
| | - Praveen Rajendran
- Center for Epigenetics and Disease Prevention, Texas A&M Health, Houston, TX, 77030, USA
- Department of Translational Medical Sciences, and Antibody & Biopharmaceuticals Core, Texas A&M Medicine, Houston, TX, 77030, USA
| | - Koichi S Kobayashi
- Department of Immunology, Hokkaido University Graduate School of Medicine, Sapporo, 060-8638, Japan
- Hokkaido University Institute for Vaccine Research and Development, Sapporo, 060-8638, Japan
- Department of Microbial Pathogenesis and Immunology, Texas A&M Health, Bryan, TX, 77087, USA
| | - Roderick H Dashwood
- Center for Epigenetics and Disease Prevention, Texas A&M Health, Houston, TX, 77030, USA.
- Department of Translational Medical Sciences, and Antibody & Biopharmaceuticals Core, Texas A&M Medicine, Houston, TX, 77030, USA.
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20
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Yu Z, Li J, Deng Y, Li C, Ye M, Zhang Y, Huang Y, Wang X, Zhao X, Liu J, Liu Z, Yin X, Mei L, Hou Y, Hu Q, Huang Y, Wang R, Fu H, Qiu R, Xu J, Gong Z, Zhang D, Zhang X. Lung tumor discrimination by deep neural network model CanDo via DNA methylation in bronchial lavage. iScience 2024; 27:110079. [PMID: 38883836 PMCID: PMC11176796 DOI: 10.1016/j.isci.2024.110079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 05/02/2024] [Accepted: 05/20/2024] [Indexed: 06/18/2024] Open
Abstract
Bronchoscopic-assisted discrimination of lung tumors presents challenges, especially in cases with contraindications or inaccessible lesions. Through meta-analysis and validation using the HumanMethylation450 database, this study identified methylation markers for molecular discrimination in lung tumors and designed a sequencing panel. DNA samples from 118 bronchial washing fluid (BWF) specimens underwent enrichment via multiplex PCR before targeted methylation sequencing. The Recursive Feature Elimination Cross-Validation and deep neural network algorithm established the CanDo classification model, which incorporated 11 methylation features (including 8 specific to the TBR1 gene), demonstrating a sensitivity of 98.6% and specificity of 97.8%. In contrast, bronchoscopic rapid on-site evaluation (bronchoscopic-ROSE) had lower sensitivity (87.7%) and specificity (80%). Further validation in 33 individuals confirmed CanDo's discriminatory potential, particularly in challenging cases for bronchoscopic-ROSE due to pathological complexity. CanDo serves as a valuable complement to bronchoscopy for the discriminatory diagnosis and stratified management of lung tumors utilizing BWF specimens.
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Affiliation(s)
- Zezhong Yu
- Department of Respiratory Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Jieyi Li
- Jiaxing Key Laboratory of Precision Medicine and Companion Diagnostics, Jiaxing Yunying Medical Inspection Co., Ltd., Jiaxing 314033, China
- Department of R&D, Zhejiang Yunying Medical Technology Co., Ltd., Jiaxing 314006, China
| | - Yi Deng
- Department of Respiratory Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Chun Li
- Department of Respiratory Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Maosong Ye
- Department of Respiratory Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Yong Zhang
- Department of Respiratory Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Yuqing Huang
- Department of R&D, Zhejiang Yunying Medical Technology Co., Ltd., Jiaxing 314006, China
| | - Xintao Wang
- Jiaxing Key Laboratory of Precision Medicine and Companion Diagnostics, Jiaxing Yunying Medical Inspection Co., Ltd., Jiaxing 314033, China
- Department of R&D, Zhejiang Yunying Medical Technology Co., Ltd., Jiaxing 314006, China
| | - Xiaokai Zhao
- Jiaxing Key Laboratory of Precision Medicine and Companion Diagnostics, Jiaxing Yunying Medical Inspection Co., Ltd., Jiaxing 314033, China
- Department of R&D, Zhejiang Yunying Medical Technology Co., Ltd., Jiaxing 314006, China
| | - Jie Liu
- Department of Respiratory Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Zilong Liu
- Department of Respiratory Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Xia Yin
- Department of Respiratory Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Lijiang Mei
- Department of Respiratory Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Yingyong Hou
- Department of Pathology Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Qin Hu
- Department of Respiratory Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Yao Huang
- Department of Pulmonary, Taikang Xianlin Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing 210046, China
| | - Rongping Wang
- Department of Pulmonary, Taikang Xianlin Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing 210046, China
| | - Huiyu Fu
- Department of R&D, Zhejiang Yunying Medical Technology Co., Ltd., Jiaxing 314006, China
| | - Rumeng Qiu
- Department of R&D, Zhejiang Yunying Medical Technology Co., Ltd., Jiaxing 314006, China
| | - Jiahuan Xu
- Department of R&D, Zhejiang Yunying Medical Technology Co., Ltd., Jiaxing 314006, China
| | - Ziying Gong
- Jiaxing Key Laboratory of Precision Medicine and Companion Diagnostics, Jiaxing Yunying Medical Inspection Co., Ltd., Jiaxing 314033, China
- Department of R&D, Zhejiang Yunying Medical Technology Co., Ltd., Jiaxing 314006, China
- Department of R&D, Shanghai Yunying Biopharmaceutical Technology Co., Ltd., Shanghai 201612, China
| | - Daoyun Zhang
- Jiaxing Key Laboratory of Precision Medicine and Companion Diagnostics, Jiaxing Yunying Medical Inspection Co., Ltd., Jiaxing 314033, China
- Department of R&D, Zhejiang Yunying Medical Technology Co., Ltd., Jiaxing 314006, China
- Department of R&D, Shanghai Yunying Biopharmaceutical Technology Co., Ltd., Shanghai 201612, China
| | - Xin Zhang
- Department of Respiratory Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
- Department of Pulmonary, Taikang Xianlin Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing 210046, China
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21
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Zhang J, Chen J, Zhang Y, Chen L, Mo W, Yang Q, Zhang M, Liu H. Exploring TSPAN4 promoter methylation as a diagnostic biomarker for tuberculosis. Front Genet 2024; 15:1380828. [PMID: 38680421 PMCID: PMC11048481 DOI: 10.3389/fgene.2024.1380828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 04/01/2024] [Indexed: 05/01/2024] Open
Abstract
Background Tuberculosis (TB), caused by Mycobacterium tuberculosis (Mtb), is a persistent infectious disease threatening human health. The existing diagnostic methods still have significant shortcomings, including a low positivity rate in pathogen-based diagnoses and the inability of immunological diagnostics to detect active TB. Hence, it is urgent to develop new techniques to detect TB more accurate and earlier. This research aims to scrutinize and authenticate DNA methylation markers suitable for tuberculosis diagnosis. Concurrently, Providing a new approach for tuberculosis diagnosis. Methods Blood samples from patients with newly diagnosed tuberculosis and healthy controls (HC) were utilized in this study. Examining methylation microarray data from 40 whole blood samples (22TB + 18HC), we employed two procedures: signature gene methylated position analysis and signature region methylated position analysis to pinpoint distinctive methylated positions. Based on the screening results, diagnostic classifiers are constructed through machine learning, and validation was conducted through pyrosequencing in a separate queue (22TB + 18HC). Culminating in the development of a new tuberculosis diagnostic method via quantitative real-time methylation specific PCR (qMSP). Results The combination of the two procedures revealed a total of 10 methylated positions, all of which were located in the promoter region. These 10 signature methylated positions facilitated the construction of a diagnostic classifier, exhibiting robust diagnostic accuracy in both cross-validation and external test sets. The LDA model demonstrated the best classification performance, achieving an AUC of 0.83, specificity of 0.8, and sensitivity of 0.86 on the external test set. Furthermore, the validation of signature methylated positions through pyrosequencing demonstrated high agreement with screening outcomes. Additionally, qMSP detection of 2 potential hypomethylated positions (cg04552852 and cg12464638) exhibited promising results, yielding an AUC of 0.794, specificity of 0.720, and sensitivity of 0.816. Conclusion Our study demonstrates that the validated signature methylated positions through pyrosequencing emerge as plausible biomarkers for tuberculosis diagnosis. The specific methylation markers in the TSPAN4 gene, identified in whole blood samples, hold promise for improving tuberculosis diagnosis. This approach could significantly enhance diagnostic accuracy and speed, offering a new avenue for early detection and treatment.
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Affiliation(s)
- Jiahao Zhang
- National Institute of Pathogen Biology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- State Key Laboratory of Respiratory Health and Multimorbidity, NHC Key Laboratory of Systems Biology of Pathogens, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- National Institute of Pathogen Biology and Center for Tuberculosis Research, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jilong Chen
- National Institute of Pathogen Biology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- State Key Laboratory of Respiratory Health and Multimorbidity, NHC Key Laboratory of Systems Biology of Pathogens, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- National Institute of Pathogen Biology and Center for Tuberculosis Research, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yan Zhang
- National Institute of Pathogen Biology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- State Key Laboratory of Respiratory Health and Multimorbidity, NHC Key Laboratory of Systems Biology of Pathogens, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- National Institute of Pathogen Biology and Center for Tuberculosis Research, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Liuchi Chen
- National Institute of Pathogen Biology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- State Key Laboratory of Respiratory Health and Multimorbidity, NHC Key Laboratory of Systems Biology of Pathogens, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- National Institute of Pathogen Biology and Center for Tuberculosis Research, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Weiwei Mo
- National Institute of Pathogen Biology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- State Key Laboratory of Respiratory Health and Multimorbidity, NHC Key Laboratory of Systems Biology of Pathogens, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- National Institute of Pathogen Biology and Center for Tuberculosis Research, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Qianting Yang
- Shenzhen Clinical Research Center for Tuberculosis, Shenzhen, China
- National Clinical Research Center for Infectious Disease, Shenzhen Third People’s Hospital, The Second Affiliated Hospital, School of Medicine, Institute for Hepatology, Southern University of Science and Technology, Shenzhen, China
| | - Mingxia Zhang
- Shenzhen Clinical Research Center for Tuberculosis, Shenzhen, China
- National Clinical Research Center for Infectious Disease, Shenzhen Third People’s Hospital, The Second Affiliated Hospital, School of Medicine, Institute for Hepatology, Southern University of Science and Technology, Shenzhen, China
| | - Haiying Liu
- National Institute of Pathogen Biology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- State Key Laboratory of Respiratory Health and Multimorbidity, NHC Key Laboratory of Systems Biology of Pathogens, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- National Institute of Pathogen Biology and Center for Tuberculosis Research, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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22
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Wang X, Dong Y, Zhang H, Zhao Y, Miao T, Mohseni G, Du L, Wang C. DNA methylation drives a new path in gastric cancer early detection: Current impact and prospects. Genes Dis 2024; 11:847-860. [PMID: 37692483 PMCID: PMC10491876 DOI: 10.1016/j.gendis.2023.02.038] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 02/24/2023] [Indexed: 03/31/2023] Open
Abstract
Gastric cancer (GC) is one of the most common and deadly cancers worldwide. Early detection offers the best chance for curative treatment and reducing its mortality. However, the optimal population-based early screening for GC remains unmet. Aberrant DNA methylation occurs in the early stage of GC, exhibiting cancer-specific genetic and epigenetic changes, and can be detected in the media such as blood, gastric juice, and feces, constituting a valuable biomarker for cancer early detection. Furthermore, DNA methylation is a stable epigenetic alteration, and many innovative methods have been developed to quantify it rapidly and accurately. Nonetheless, large-scale clinical validation of DNA methylation serving as tumor biomarkers is still lacking, precluding their implementation in clinical practice. In conclusion, after a critical analysis of the recent existing literature, we summarized the evolving roles of DNA methylation during GC occurrence, expounded the newly discovered noninvasive DNA methylation biomarkers for early detection of GC, and discussed its challenges and prospects in clinical applications.
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Affiliation(s)
- Xinhui Wang
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan, Shandong 250033, China
| | - Yaqi Dong
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan, Shandong 250033, China
| | - Hong Zhang
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan, Shandong 250033, China
- Department of Clinical Laboratory, Fuling Hospital, Chongqing University, Chongqing 402774, China
| | - Yinghui Zhao
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan, Shandong 250033, China
- Suzhou Research Institute of Shandong University, Suzhou, Jiangsu 215123, China
| | - Tianshu Miao
- Department of Biochemistry and Molecular Biology, Shandong University School of Basic Medical Sciences, Jinan, Shandong 250012, China
| | - Ghazal Mohseni
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan, Shandong 250033, China
| | - Lutao Du
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan, Shandong 250033, China
- Shandong Engineering & Technology Research Center for Tumor Marker Detection, Jinan, Shandong 250033, China
- Shandong Provincial Clinical Medicine Research Center for Clinical Laboratory, Jinan, Shandong 250033, China
| | - Chuanxin Wang
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan, Shandong 250033, China
- Shandong Engineering & Technology Research Center for Tumor Marker Detection, Jinan, Shandong 250033, China
- Shandong Provincial Clinical Medicine Research Center for Clinical Laboratory, Jinan, Shandong 250033, China
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23
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Cassana A, Abedrapo M, Diaz M, Zamorano D, Zárate A. Tamizaje de cáncer colorrectal: pruebas emergentes no invasivas. REVISTA MÉDICA CLÍNICA LAS CONDES 2024; 35:82-87. [DOI: 10.1016/j.rmclc.2024.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2025] Open
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24
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Long L, Sun Q, Yang F, Zhou H, Wang Y, Xiao C, He Q, Yi B. Significance of SDC2 and NDRG4 methylation in stool for colorectal cancer diagnosis. Clin Biochem 2024; 124:110717. [PMID: 38224931 DOI: 10.1016/j.clinbiochem.2024.110717] [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: 11/05/2023] [Revised: 12/24/2023] [Accepted: 01/10/2024] [Indexed: 01/17/2024]
Abstract
BACKGROUND Recent studies have identified methylated SDC2 and NDRG4 in colorectal cancer (CRC), however, the diagnostic value of the combined two genes remains undefined. This study aims to investigate the methylation of SDC2 and NDRG4 in stool samples and their application in diagnosis of CRC. METHODS Five groups were enrolled in our study which consisted of CRC (n = 138), advanced adenomas (n = 27), polyp (n = 35), intestinal disease control (n = 150), and healthy individuals (n = 28). Methylation status of SDC2 and NDRG4 in fecal samples were tested with appropriate commercial kits. Primary data were collected and statistical analyses were performed. RESULTS The positive rates of both SDC2 and NDRG4 methylation in stool samples of CRC group were significantly higher (P < 0.001) than those of either group of advanced adenomas, or polyp, or intestinal disease or the healthy control. It was suggested that both methylated SDC2,NDRG4, SDC2/NDRG4 and age were independent risk factors for CRC. The sensitivity of SDC2 and NDRG4 for CRC diagnosis were 73.9 % and 63.0 %, respectively, while SDC2 combined with NDRG4 had a higher sensitivity of 85.5 %. The specificity of SDC2, NDRG4 and SDC2 combined with NDRG4 achieved 91.6 %, 88.3 % and 84.6 %, respectively. The AUC for methylated SDC2 and NDRG4 were 0.828 (95 % CI: 0.780-0.876) and 0.757 (95 % CI: 0.703-0.811), respectively. In contrast, SDC2 combined with NDRG4 improved the AUC to 0.850 (95 % CI: 0.807-0.893). CONCLUSIONS This research confirmed the significance of detection of SDC2 and NDRG4 methylation by using noninvasive samples of stool. More importantly, attributing to their high level and frequency of methylation in stool, SDC2 and NDRG4 could be promising biomarkers for stool-based method for screening and early diagnosis of CRC, especially when combined.
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Affiliation(s)
- Lu Long
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, Hunan Province 410008, China.
| | - Qian Sun
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, Hunan Province 410008, China
| | - Fang Yang
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, Hunan Province 410008, China.
| | - Hui Zhou
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, Hunan Province 410008, China
| | - Yu Wang
- GeneTalks Biotech Co., Ltd. Changsha, Hunan Province 410000, China.
| | - Changhe Xiao
- GeneTalks Biotech Co., Ltd. Changsha, Hunan Province 410000, China.
| | - Qing He
- GeneTalks Biotech Co., Ltd. Changsha, Hunan Province 410000, China.
| | - Bin Yi
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, Hunan Province 410008, China.
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Abstract
The new generation of cancer early detection tests holds remarkable promise for revolutionizing and changing the paradigm of cancer early detection. Dozens of cancer early detection tests are being developed and evaluated. Some are already commercialized and available for use, most as a complement to and not in place of existing recommended cancer screening tests. This review evaluates existing single- and multi-cancer early detection tests (MCEDs), discussing their performance characteristics including sensitivity, specificity, positive and negative predictive values, and accuracy. It also critically looks at the potential harms that could result from these tests, including false positive and negative results, the risk of overdiagnosis and overtreatment, psychological and economic harms, and the risk of widening cancer inequities. We also review the large-scale, population-based studies that are being launched in the United States and United Kingdom to determine the impact of MCEDs on clinically relevant outcomes and implications for current practice.
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Affiliation(s)
- Carmen E Guerra
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA;
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Leonard David Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Prateek V Sharma
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA;
| | - Brenda S Castillo
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA;
- Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA;
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Ye J, Zhang J, Ding W. DNA methylation modulates epigenetic regulation in colorectal cancer diagnosis, prognosis and precision medicine. EXPLORATION OF TARGETED ANTI-TUMOR THERAPY 2024; 5:34-53. [PMID: 38464391 PMCID: PMC10918240 DOI: 10.37349/etat.2024.00203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 12/11/2023] [Indexed: 03/12/2024] Open
Abstract
Colorectal cancer (CRC) is a multifaceted disease influenced by the interplay of genetic and environmental factors. The clinical heterogeneity of CRC cannot be attributed exclusively to genetic diversity and environmental exposures, and epigenetic markers, especially DNA methylation, play a critical role as key molecular markers of cancer. This review compiles a comprehensive body of evidence underscoring the significant involvement of DNA methylation modifications in the pathogenesis of CRC. Moreover, this review explores the potential utility of DNA methylation in cancer diagnosis, prognostics, assessment of disease activity, and prediction of drug responses. Recognizing the impact of DNA methylation will enhance the ability to identify distinct CRC subtypes, paving the way for personalized treatment strategies and advancing precision medicine in the management of CRC.
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Affiliation(s)
- Jingxin Ye
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
- Department of Gastroenterology, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
- Department of Gastroenterology, The Affiliated Suqian Hospital of Xuzhou Medical University, Suqian 223800, Jiangsu Province, China
| | - Jianfeng Zhang
- Department of Gastroenterology, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Weifeng Ding
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
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27
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Zhang K, He Q, Cao Q, Chuan J, Qin A, Tang L, Zhang X, Xiao C, Zhu B, Hu M, Chang L, Bu ZX, Fu L, Yang T, Wang Y, Liu W. Evaluating the clinical performance of SDC2/NDRG4 methylation for colorectal cancer detection. Epigenomics 2024; 16:93-108. [PMID: 38226561 DOI: 10.2217/epi-2023-0290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2024] Open
Abstract
Purpose: The performance and clinical accuracy of combined SDC2/NDRG4 methylation were evaluated in diagnosing colorectal cancer (CRC) and advanced adenoma. Methods: A total of 2333 participants were enrolled to assess the sensitivity and specificity of biomarkers in diagnosing CRC in a multicenter clinical trial through feces DNA methylation tests. Results: SDC2/NDRG4 methylation showed excellent performance for CRC detection in biomarker research and the real world. Its sensitivity for detecting CRC, early CRC and advanced adenoma were 92.06%, 91.45% and 62.61%, respectively. Its specificity was 94.29%, with a total coincidence rate of 88.28%. When interference samples were included, the specificity was still good (82.61%). Therefore, the SDC2/NDRG4 methylation test showed excellent performance in detecting CRC and advanced adenoma under clinical application.
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Affiliation(s)
- Ke Zhang
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, 410000, China
| | - Qing He
- GeneTalks Biotech Co., Ltd, Changsha, Hunan, 410000, PR China
| | - Qin Cao
- Department of Gastroenterology, Sir Run-Run Shaw Hospital, Zhejiang University, Hangzhou, 310016, China
| | - Jun Chuan
- GeneTalks Biotech Co., Ltd, Changsha, Hunan, 410000, PR China
| | - Ang Qin
- Department of Endoscope Center, The Affiliated Cancer Hospital of Xiangya School of Medicine, Hunan Cancer Hospital, Central South University, Changsha, Hunan, 410013, China
| | - Lin Tang
- GeneTalks Biotech Co., Ltd, Changsha, Hunan, 410000, PR China
| | - Xinyue Zhang
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, 410000, China
| | - Changhe Xiao
- GeneTalks Biotech Co., Ltd, Changsha, Hunan, 410000, PR China
| | - Biyin Zhu
- GeneTalks Biotech Co., Ltd, Changsha, Hunan, 410000, PR China
| | - Meiling Hu
- GeneTalks Biotech Co., Ltd, Changsha, Hunan, 410000, PR China
| | - Lei Chang
- GeneTalks Biotech Co., Ltd, Changsha, Hunan, 410000, PR China
| | - Zhong Xin Bu
- GeneTalks Biotech Co., Ltd, Changsha, Hunan, 410000, PR China
| | - Lanqi Fu
- GeneTalks Biotech Co., Ltd, Changsha, Hunan, 410000, PR China
| | - Ting Yang
- GeneTalks Biotech Co., Ltd, Changsha, Hunan, 410000, PR China
| | - Yu Wang
- GeneTalks Biotech Co., Ltd, Changsha, Hunan, 410000, PR China
- School of Life Sciences & Technology, Tongji University, Shanghai, 200092, China
| | - Weidong Liu
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, 410000, China
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Rezkitha YAA, Panenggak NSR, Lusida MI, Rianda RV, Mahmudah I, Pradana AD, Uchida T, Miftahussurur M. Detecting colorectal cancer using genetic and epigenetic biomarkers: screening and diagnosis. J Med Life 2024; 17:4-14. [PMID: 38737656 PMCID: PMC11080499 DOI: 10.25122/jml-2023-0269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 11/01/2023] [Indexed: 05/14/2024] Open
Abstract
Colorectal cancer (CRC) is one of the most frequent types of cancer, with high incidence rates and mortality globally. The extended timeframe for developing CRC allows for the potential screening and early identification of the disease. Furthermore, studies have shown that survival rates for patients with cancer are increased when diagnoses are made at earlier stages. Recent research suggests that the development of CRC, including its precancerous lesion, is influenced not only by genetic factors but also by epigenetic variables. Studies suggest epigenetics plays a significant role in cancer development, particularly CRC. While this approach is still in its early stages and faces challenges due to the variability of CRC, it shows promise as a potential method for understanding and addressing the disease. This review examined the current evidence supporting genetic and epigenetic biomarkers for screening and diagnosis. In addition, we also discussed the feasibility of translating these methodologies into clinical settings. Several markers show promising potential, including the methylation of vimentin (VIM), syndecan-2 (SDC2), and septin 9 (SEPT9). However, their application as screening and diagnostic tools, particularly for early-stage CRC, has not been fully optimized, and their effectiveness needs validation in large, multi-center patient populations. Extensive trials and further investigation are required to translate genetic and epigenetic biomarkers into practical clinical use. biomarkers, diagnostic biomarkers.
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Affiliation(s)
- Yudith Annisa Ayu Rezkitha
- Doctoral Program of Medical Science, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya, Indonesia
| | - Nur Syahadati Retno Panenggak
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya, Indonesia
| | - Maria Inge Lusida
- Institute of Tropical Disease, Indonesia-Japan Collaborative Research Center for Emerging and Re-Emerging Infectious Diseases, Universitas Airlangga, Surabaya, Indonesia
| | - Raissa Virgy Rianda
- Department of Child Health, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
| | - Isna Mahmudah
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya, Indonesia
- Department of Internal Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
| | - Aditya Doni Pradana
- Department of Emergency Services, Kendal Islamic Hospital, Kendal, Indonesia
- Department of Cardiology and Vascular Medicine, Faculty of Medicine, Public Health and Nursing, Gadjah Mada University, Yogyakarta, Indonesia
| | - Tomohisa Uchida
- Department of Molecular Pathology, Faculty of Medicine, Oita University, Yufu, Japan
| | - Muhammad Miftahussurur
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya, Indonesia
- Division of Gastroentero-Hepatology, Department of Internal Medicine, Faculty of Medicine-Dr Soetomo Teaching Hospital, Universitas Airlangga, Surabaya, Indonesia
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Sriramulu S, Malayaperumal S, Banerjee A, Anbalagan M, Kumar MM, Radha RKN, Liu X, Zhang H, Hu G, Sun XF, Pathak S. AEG-1 as a Novel Therapeutic Target in Colon Cancer: A Study from Silencing AEG-1 in BALB/c Mice to Large Data Analysis. Curr Gene Ther 2024; 24:307-320. [PMID: 38783530 DOI: 10.2174/0115665232273077240104045022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 11/15/2023] [Accepted: 12/07/2023] [Indexed: 05/25/2024]
Abstract
BACKGROUND Astrocyte elevated gene-1 (AEG-1) is overexpressed in various malignancies. Exostosin-1 (EXT-1), a tumor suppressor, is an intermediate for malignant tumors. Understanding the mechanism behind the interaction between AEG-1 and EXT-1 may provide insights into colon cancer metastasis. METHODS AOM/DSS was used to induce tumor in BALB/c mice. Using an in vivo-jetPEI transfection reagent, transient transfection of AEG-1 and EXT-1 siRNAs were achieved. Histological scoring, immunohistochemical staining, and gene expression studies were performed from excised tissues. Data from the Cancer Genomic Atlas and GEO databases were obtained to identify the expression status of AEG-1 and itsassociation with the survival. RESULTS In BALB/c mice, the AOM+DSS treated mice developed necrotic, inflammatory and dysplastic changes in the colon with definite clinical symptoms such as loss of goblet cells, colon shortening, and collagen deposition. Administration of AEG-1 siRNA resulted in a substantial decrease in the disease activity index. Mice treated with EXT-1 siRNA showed diffusely reduced goblet cells. In vivo investigations revealed that PTCH-1 activity was influenced by upstream gene AEG-1, which in turn may affect EXT-1 activity. Data from The Cancer Genomic Atlas and GEO databases confirmed the upregulation of AEG-1 and downregulation of EXT-1 in cancer patients. CONCLUSIONS This study revealed that AEG-1 silencing might alter EXT-1 expression indirectly through PTCH-1, influencing cell-ECM interactions, and decreasing dysplastic changes, proliferation and invasion.
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Affiliation(s)
- Sushmitha Sriramulu
- Department of Medical Biotechnology, Faculty of Allied Health Sciences, Chettinad Academy of Research and Education (CARE), Chettinad Hospital and Research Institute (CHRI), Kelambakkam, Chennai 603103, India
| | - Sarubala Malayaperumal
- Department of Medical Biotechnology, Faculty of Allied Health Sciences, Chettinad Academy of Research and Education (CARE), Chettinad Hospital and Research Institute (CHRI), Kelambakkam, Chennai 603103, India
| | - Antara Banerjee
- Department of Medical Biotechnology, Faculty of Allied Health Sciences, Chettinad Academy of Research and Education (CARE), Chettinad Hospital and Research Institute (CHRI), Kelambakkam, Chennai 603103, India
| | - Muralidharan Anbalagan
- Department of Structural and Cellular Biology, Tulane University School of Medicine, New Orleans, LA, USA
| | - Makalakshmi Murali Kumar
- Department of Medical Biotechnology, Faculty of Allied Health Sciences, Chettinad Academy of Research and Education (CARE), Chettinad Hospital and Research Institute (CHRI), Kelambakkam, Chennai 603103, India
| | - Rajesh Kanna Nandagopal Radha
- Department of Pathology, Chettinad Academy of Research and Education (CARE), Chettinad Hospital and Research Institute (CHRI), Kelambakkam, Chennai 603103, India
| | - Xingyi Liu
- Center for Systems Biology, Department of Bioinformatics, School of Basic Medicine and Biological Sciences, Suzhou, China
| | - Hong Zhang
- School of Medicine, Institute of Medical Sciences, Orebro University, SE-701 82 Orebro, Sweden
| | - Guang Hu
- School of Medicine, Institute of Medical Sciences, Orebro University, SE-701 82 Orebro, Sweden
| | - Xiao-Feng Sun
- Department of Oncology and Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Surajit Pathak
- Department of Medical Biotechnology, Faculty of Allied Health Sciences, Chettinad Academy of Research and Education (CARE), Chettinad Hospital and Research Institute (CHRI), Kelambakkam, Chennai 603103, India
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Liu C, Tang H, Hu N, Li T. Methylomics and cancer: the current state of methylation profiling and marker development for clinical care. Cancer Cell Int 2023; 23:242. [PMID: 37840147 PMCID: PMC10577916 DOI: 10.1186/s12935-023-03074-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 09/20/2023] [Indexed: 10/17/2023] Open
Abstract
Epigenetic modifications have long been recognized as an essential level in transcriptional regulation linking behavior and environmental conditions or stimuli with biological processes and disease development. Among them, methylation is the most abundant of these reversible epigenetic marks, predominantly occurring on DNA, RNA, and histones. Methylation modification is intimately involved in regulating gene transcription and cell differentiation, while aberrant methylation status has been linked with cancer development in several malignancies. Early detection and precise restoration of dysregulated methylation form the basis for several epigenetics-based therapeutic strategies. In this review, we summarize the current basic understanding of the regulation and mechanisms responsible for methylation modification and cover several cutting-edge research techniques for detecting methylation across the genome and transcriptome. We then explore recent advances in clinical diagnostic applications of methylation markers of various cancers and address the current state and future prospects of methylation modifications in therapies for different diseases, especially comparing pharmacological methylase/demethylase inhibitors with the CRISPRoff/on methylation editing systems. This review thus provides a resource for understanding the emerging role of epigenetic methylation in cancer, the use of methylation-based biomarkers in cancer detection, and novel methylation-targeted drugs.
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Affiliation(s)
- Chengyin Liu
- Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Georgetown University, Washington, DC, USA
| | - Han Tang
- BioChain (Beijing) Science & Technology Inc., Beijing, People's Republic of China
| | - Nana Hu
- BioChain (Beijing) Science & Technology Inc., Beijing, People's Republic of China
| | - Tianbao Li
- Department of Molecular Medicine, The University of Texas Health, San Antonio, USA.
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Zhao P, Ning J, Huang J, Wei B, Wang Z, Huang X. High Expression of MORC2 is Associated with Poor Clinical Outcomes and Immune Infiltrates in Colon Adenocarcinoma. Int J Gen Med 2023; 16:4595-4615. [PMID: 37850194 PMCID: PMC10577261 DOI: 10.2147/ijgm.s420715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Accepted: 09/07/2023] [Indexed: 10/19/2023] Open
Abstract
Purpose Microrchidia 2 (MORC2) is a universally expressed molecule that has recently been identified as a chromatin modulator and elevated in many malignancies. However, its prognostic value and immunological role of MORC2 in colon adenocarcinoma (COAD) have never been illustrated. Methods The clinical parameters and MORC2 expression datasets of COAD patients were obtained from The Cancer Genome Atlas (TCGA). Cancer and adjacent tissue specimens from surgically resected COAD patients were collected, and quantitative real-time PCR was used to detect MORC2 expression. Differentially expressed genes related to MORC2 were discovered and used for functional enrichment analysis. The diagnostic and prognostic values of MORC2 in COAD were conducted using receiver operating characteristics (ROC), Kaplan-Meier survival curve analysis, PrognoScan, Gene Expression Profiling Interactive Analysis (GEPIA) public databases and nomograms. Eventually, the association of MORC2 with tumor microenvironment was analyzed by using TIMER and GSVA package of R (v3.6.3). Results MORC2 expression was upregulated in COAD tissues, and the RT-qPCR results further verified the reliability of our differential analysis at the transcriptional level. Additionally, higher expression of MORC2 was correlated to a poor prognosis for COAD patients. MORC2 was an independent prognostic factor for COAD and could be a diagnostic factor for early COAD. Furthermore, MORC2 expression was positively correlated with immune cells such as NK cells, TFH cells and so on. Conclusion The findings demonstrated that overexpression of MORC2 was correlated with worse prognosis and immune infiltrates of COAD. MORC2 can serve as a reliable diagnostic and prognostic biomarker and a target of immunotherapy for COAD patients.
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Affiliation(s)
- Peizhuang Zhao
- Department of Geriatrics and Gastroenterology, the First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
| | - Jiajia Ning
- Department of Geriatrics and Gastroenterology, the First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
| | - Jun Huang
- Department of Geriatrics and Gastroenterology, the First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
| | - Binqian Wei
- Department of Geriatrics and Gastroenterology, the First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
| | - Zhen Wang
- Department of Geriatrics and Gastroenterology, the First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
| | - Xue Huang
- Department of Geriatrics and Gastroenterology, the First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China
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Kang HS, Jeon SH, Park SB, Youn JY, Kwak MS, Cha JM. The elderly population are more vulnerable for the management of colorectal cancer during the COVID-19 pandemic: a nationwide, population-based study. Intest Res 2023; 21:500-509. [PMID: 37640379 PMCID: PMC10626012 DOI: 10.5217/ir.2023.00004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 04/16/2023] [Accepted: 06/22/2023] [Indexed: 08/31/2023] Open
Abstract
BACKGROUND/AIMS The impact of coronavirus disease 2019 (COVID-19) on the management of colorectal cancer (CRC) may worse in elderly population, as almost all COVID-19 deaths occurred in the elderly patients. This study aimed to evaluate the impact of COVID-19 on CRC management in the elderly population. METHODS The numbers of patients who underwent colonoscopy, who visited hospitals or operated for CRC in 2020 and 2021 (COVID-19 era) were compared with those in 2019, according to 3 age groups (≥70 years, 50-69 years, and ≤49 years), based on the nationwide, population-based database (2019-2021) in South Korea. RESULTS The annual volumes of colonoscopy and hospital visits for CRC in 2020 were more significantly declined in the old age group than in the young age group (both P<0.001). In addition, the annual volume of patients operated for CRC numerically more declined in old age group than in young age group. During the first surge of COVID-19 (March and April 2020), old age patients showed statistically significant declines for the monthly number of colonoscopies (-46.5% vs. -39.3%, P<0.001), hospital visits (-15.4% vs. -7.9%, P<0.001), CRC operations (-33.8% vs. -0.7%, P<0.05), and colonoscopic polypectomies (-41.8% vs. -38.0%, P<0.001) than young age patients, compared with those of same months in 2019. CONCLUSIONS Elderly population are more vulnerable for the management of CRC during the COVID-19 pandemic. Therefore, the elderly population are more carefully cared for in the management of CRC during the next pandemic.
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Affiliation(s)
- Hong Sun Kang
- Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Korea
| | - Seung Hoon Jeon
- Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Korea
| | - Su Bee Park
- Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Korea
| | - Jin Young Youn
- Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Korea
| | - Min Seob Kwak
- Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Korea
| | - Jae Myung Cha
- Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Korea
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Li B, Liu S, Gao Y, Zheng L, Lu Y. Combined detection of SDC2/ADHFE1/PPP2R5C methylation in stool DNA for colorectal cancer screening. J Cancer Res Clin Oncol 2023; 149:10241-10253. [PMID: 37270460 DOI: 10.1007/s00432-023-04943-4] [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: 05/04/2023] [Accepted: 05/26/2023] [Indexed: 06/05/2023]
Abstract
BACKGROUND Colorectal cancer (CRC) is a disease of global concern, and its increasing incidence suggests the need for early and accurate diagnosis. The aim of this study was to investigate the value of combined detection of SDC2, ADHFE1 and PPP2R5C gene methylation in stool samples for early CRC screening. METHODS Stool samples from patients with CRC (n = 105), advanced adenoma (AA) (n = 54), non-advanced adenoma (NA) (n = 57), hyperplastic or other polyps (HOP) (n = 47) or no evidence of disease (NED) (n = 100) were collected from September 2021 to September 2022. The methylation levels of SDC2, ADHFE1 and PPP2R5C were quantified by quantitative methylation-specific polymerase chain reaction (qMSP), and faecal immunochemical testing (FIT) was performed. The diagnostic value was assessed using reporter operating characteristic (ROC) curve analysis. RESULTS The sensitivity of combined detection of SDC2/ADHFE1/PPP2R5C methylation in predicting CRC (0-IV) was 84.8%, the specificity was 98.0%, and the AUC was 0.930 (95% CI 0.889-0.970). Compared to FIT and serum tumour biomarkers, it showed better diagnostic performance for different stages of CRC. CONCLUSION The results of this study verified that the methylation levels of SDC2, ADHFE1 and PPP2R5C in stool DNA were significantly increased in CRC patients. Combined detection of SDC2/ADHFE1/PPP2R5C methylation is a potential non-invasive diagnostic method for CRC and precancerous lesion screening. CLINICAL TRIAL REGISTRATION Chinese Clinical Trials Registry, ChiCTR2100046662, registered on 26 May 2021, prospective registration.
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Affiliation(s)
- Ben Li
- Department of Gastrointestinal Surgery, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Shanglong Liu
- Department of Gastrointestinal Surgery, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yuan Gao
- Department of Gastrointestinal Surgery, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Longbo Zheng
- Department of Gastrointestinal Surgery, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yun Lu
- Department of Gastrointestinal Surgery, The Affiliated Hospital of Qingdao University, Qingdao, China.
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Zeng T, Huang Z, Yu X, Zheng L, Liu T, Tian B, Xiao S, Huang J. Combining methylated SDC2 test in stool DNA, fecal immunochemical test, and tumor markers improves early detection of colorectal neoplasms. Front Oncol 2023; 13:1166796. [PMID: 37621691 PMCID: PMC10446971 DOI: 10.3389/fonc.2023.1166796] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 07/18/2023] [Indexed: 08/26/2023] Open
Abstract
Objective To explore the value of testing methylated SDC2 (SDC2) in stool DNA combined with fecal immunochemical test (FIT) and serum tumor markers (TM) for the early detection of colorectal neoplasms. Methods A total of 533 patients, including 150 with CRC (67 with early-stage CRC), 23 with APL, 85 with non-advanced adenomas and general polyps, and 275 with benign lesions and healthy controls. SDC2 was detected by methylation-specific PCR, FIT (hemoglobin, Hb and transferrin, TF) was detected by immunoassay, and the relationships between SDC2, FIT, and clinicopathological features were analyzed. Pathological biopsy or colonoscopy were used as gold standards for diagnosis, and the diagnostic efficacy of SDC2 combined with FIT and TM in CRC and APL evaluated using receiver operating characteristic (ROC) curves. Results SDC2 positive rates in early-stage CRC and APL were 77.6% (38/49) and 41.2% (7/17), respectively, and combination of SDC2 with FIT increased the positive rates to 98.0% (48/49) and 82.4% (14/17). The positive rates of SDC2 combined with FIT assay in the APL and CRC groups at stages 0-IV were 82.4% (14/17), 85.7% (6/7), 100% (16/16), 100% (26/26), 97.4% (38/39), and 100% (22/22), respectively. Compared to the controls, both the CRC and APL groups showed significantly higher positive detection rates of fecal SDC2 and FIT (χ2 = 114.116, P < 0.0001 and χ2 = 85.409, P < 0.0001, respectively). Our results demonstrate a significant difference in the qualitative methods of SDC2 and FIT for the detection of colorectal neoplasms (McNemar test, P < 0.0001). ROC curve analysis revealed that the sensitivities of SDC2 and FIT, alone or in combination, for the detection of early CRC and APL were 69.9%, 86.3%, and 93.9%, respectively (all P<0.0001). When combined with CEA, the sensitivity increased to 97.3% (P<0.0001). Conclusions SDC2 facilitates colorectal neoplasms screening, and when combined with FIT, it enhances detection. Furthermore, the combination of SDC2 with FIT and CEA maximizes overall colorectal neoplasm detection.
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Affiliation(s)
- Tao Zeng
- Department of Clinical Laboratory, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zhongchao Huang
- Department of Clinical Laboratory, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xufa Yu
- Department of Clinical Laboratory, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Li Zheng
- Department of Clinical Laboratory, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Tao Liu
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Department of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Boyu Tian
- Department of Clinical Laboratory, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Siyu Xiao
- Department of Clinical Laboratory, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jiahui Huang
- Department of Clinical Laboratory, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
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Coppedè F, Bhaduri U, Stoccoro A, Nicolì V, Di Venere E, Merla G. DNA Methylation in the Fields of Prenatal Diagnosis and Early Detection of Cancers. Int J Mol Sci 2023; 24:11715. [PMID: 37511475 PMCID: PMC10380460 DOI: 10.3390/ijms241411715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 07/10/2023] [Accepted: 07/13/2023] [Indexed: 07/30/2023] Open
Abstract
The central objective of the metamorphosis of discovery science into biomedical applications is to serve the purpose of patients and curtail the global disease burden. The journey from the discovery of DNA methylation (DNAm) as a biological process to its emergence as a diagnostic tool is one of the finest examples of such metamorphosis and has taken nearly a century. Particularly in the last decade, the application of DNA methylation studies in the clinic has been standardized more than ever before, with great potential to diagnose a multitude of diseases that are associated with a burgeoning number of genes with this epigenetic alteration. Fetal DNAm detection is becoming useful for noninvasive prenatal testing, whereas, in very preterm infants, DNAm is also shown to be a potential biological indicator of prenatal risk factors. In the context of cancer, liquid biopsy-based DNA-methylation profiling is offering valuable epigenetic biomarkers for noninvasive early-stage diagnosis. In this review, we focus on the applications of DNA methylation in prenatal diagnosis for delivering timely therapy before or after birth and in detecting early-stage cancers for better clinical outcomes. Furthermore, we also provide an up-to-date commercial landscape of DNAm biomarkers for cancer detection and screening of cancers of unknown origin.
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Affiliation(s)
- Fabio Coppedè
- Department of Translational Research and of New Surgical and Medical Technologies, University of Pisa, 56126 Pisa, Italy
- Interdepartmental Research Center of Biology and Pathology of Aging, University of Pisa, 56126 Pisa, Italy
| | - Utsa Bhaduri
- Laboratory of Regulatory & Functional Genomics, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, 71013 Foggia, Italy
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy
| | - Andrea Stoccoro
- Department of Translational Research and of New Surgical and Medical Technologies, University of Pisa, 56126 Pisa, Italy
| | - Vanessa Nicolì
- Department of Translational Research and of New Surgical and Medical Technologies, University of Pisa, 56126 Pisa, Italy
| | - Eleonora Di Venere
- Department of Molecular Medicine & Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Giuseppe Merla
- Laboratory of Regulatory & Functional Genomics, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, 71013 Foggia, Italy
- Department of Molecular Medicine & Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
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You L, Dou Y, Zhang Y, Xiao H, Lv H, Wei GH, Xu D. SDC2 Stabilization by USP14 Promotes Gastric Cancer Progression through Co-option of PDK1. Int J Biol Sci 2023; 19:3483-3498. [PMID: 37496999 PMCID: PMC10367555 DOI: 10.7150/ijbs.84331] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 06/26/2023] [Indexed: 07/28/2023] Open
Abstract
Gastric cancer (GC) is a common malignancy and remains the fourth-leading cause of cancer-related deaths worldwide. Oncogenic potential of SDC2 has been implicated in multiple types of cancers, yet its role and underlying molecular mechanisms in GC remain unknown. Here, we found that SDC2 was highly expressed in GC and its upregulation correlated with poor prognosis in GC patients. Depletion of SDC2 significantly suppressed the growth and invasive capability of GC cells, while overexpressing SDC2 exerts opposite effects. Combined bioinformatics and experimental analyses substantiated that overexpression of SDC2 activated the AKT signaling pathway in GC, mechanistically through the interaction between SDC2 and PDK1-PH domain, thereby facilitating PDK1 membrane translocation to promote AKT activation. Moreover, SDC2 could also function as a co-receptor for FGF2 and was profoundly involved in the FGF2-AKT signaling axis in GC. Lastly, we revealed a mechanism on the USP14-mediated stabilization of SDC2 that is likely to contribute to SDC2 upregulation in GC tissues. Furthermore, we showed that IU1, a potent USP14 inhibitor, decreased the abundance of SDC2 in GC cells. Our findings indicate that SDC2 functions as a novel GC oncogene and has potential utility as a diagnostic marker and therapeutic target for GC.
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Affiliation(s)
- Li You
- Department of Gastric Surgery, Fudan University Shanghai Cancer, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Yi Dou
- Department of Gastric Surgery, Fudan University Shanghai Cancer, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Yu Zhang
- Department of Gastric Surgery, Fudan University Shanghai Cancer, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Hongwei Xiao
- Key Laboratory of Animal Embryo Engineering and Molecular Breeding of Hubei province, Institute of Animal Husbandry and Veterinary, Hubei Academy of Agricultural Science, Wuhan 430064, China
| | - Hong Lv
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Gong-Hong Wei
- Department of Gastric Surgery, Fudan University Shanghai Cancer, Shanghai 200032, China
- MOE Key Laboratory of Metabolism and Molecular Medicine and Department of Biochemistry and Molecular Biology of School of Basic Medical Sciences, and Fudan University Shanghai Cancer Center, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Dazhi Xu
- Department of Gastric Surgery, Fudan University Shanghai Cancer, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
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Song D, Wang F, Ju Y, He Q, Sun T, Deng W, Ding R, Zhang C, Xu Q, Qi C, Bao J. Application and development of noninvasive biomarkers for colorectal cancer screening: a systematic review. Int J Surg 2023; 109:925-935. [PMID: 36974713 PMCID: PMC10389553 DOI: 10.1097/js9.0000000000000260] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 01/22/2023] [Indexed: 03/29/2023]
Abstract
BACKGROUND Colorectal cancer (CRC) is the second most common cause of cancer-related death (9.4% of the 9.9 million cancer deaths). However, CRC develops slowly, and early detection and intervention can effectively improve the survival rate and quality of life. Although colonoscopy can detect and diagnose CRC, it is unsuitable for CRC screening in average-risk populations. Some commercial kits based on DNA mutation or methylation are approved for screening, but the low sensitivity for advanced adenoma or early-stage CRC would limit the applications. MAIN RESULTS Recently, researchers have focused on developing noninvasive or minimally invasive, easily accessible biomarkers with higher sensitivity and accuracy for CRC screening. Numerous reports describe advances in biomarkers, including DNA mutations and methylation, mRNA and miRNA, gut microbes, and metabolites, as well as low-throughput multiomics panels. In small cohorts, the specificity and sensitivity improved when fecal immunochemical testing combined with other biomarkers; further verification in large cohorts is expected. In addition, the continuous improvement of laboratory technology has also improved the sensitivity of detection technology, such as PCR, and the application of CRISPR/Cas technology. Besides, artificial intelligence has extensively promoted the mining of biomarkers. Machine learning was performed to construct a diagnosis model for CRC screening based on the cfDNA fragment features from whole-genome sequencing data. In another study, multiomics markers, including cfDNA, epigenetic, and protein signals, were also discovered by machine learning. Finally, advancements in sensor technology promote the applicability of volatile organic compounds in CRC early detection. CONCLUSION Here, the authors review advances in early detection and screening of CRC based on different biomarker types. Most studies reported optimistic findings based on preliminary research, and prospective clinical studies are ongoing. These promising biomarkers are expected to more accurately identify early-stage patients with CRC and be applied in the future.
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Affiliation(s)
| | - Fei Wang
- The Medical Department, Jiangsu Simcere Diagnostics Co. Ltd, Nanjing Simcere Medical Laboratory Science Co. Ltd, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co. Ltd, Xuanwu District, Nanjing, Jiangsu Province, China
| | - Yongzhi Ju
- The Medical Department, Jiangsu Simcere Diagnostics Co. Ltd, Nanjing Simcere Medical Laboratory Science Co. Ltd, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co. Ltd, Xuanwu District, Nanjing, Jiangsu Province, China
| | - Qianru He
- The Medical Department, Jiangsu Simcere Diagnostics Co. Ltd, Nanjing Simcere Medical Laboratory Science Co. Ltd, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co. Ltd, Xuanwu District, Nanjing, Jiangsu Province, China
| | - Tingting Sun
- The Medical Department, Jiangsu Simcere Diagnostics Co. Ltd, Nanjing Simcere Medical Laboratory Science Co. Ltd, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co. Ltd, Xuanwu District, Nanjing, Jiangsu Province, China
| | - Wanglong Deng
- The Medical Department, Jiangsu Simcere Diagnostics Co. Ltd, Nanjing Simcere Medical Laboratory Science Co. Ltd, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co. Ltd, Xuanwu District, Nanjing, Jiangsu Province, China
| | - Ran Ding
- The Medical Department, Jiangsu Simcere Diagnostics Co. Ltd, Nanjing Simcere Medical Laboratory Science Co. Ltd, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co. Ltd, Xuanwu District, Nanjing, Jiangsu Province, China
| | - Chao Zhang
- The Medical Department, Jiangsu Simcere Diagnostics Co. Ltd, Nanjing Simcere Medical Laboratory Science Co. Ltd, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co. Ltd, Xuanwu District, Nanjing, Jiangsu Province, China
| | - Qing Xu
- The Medical Department, Jiangsu Simcere Diagnostics Co. Ltd, Nanjing Simcere Medical Laboratory Science Co. Ltd, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co. Ltd, Xuanwu District, Nanjing, Jiangsu Province, China
| | - Chuang Qi
- The Medical Department, Jiangsu Simcere Diagnostics Co. Ltd, Nanjing Simcere Medical Laboratory Science Co. Ltd, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co. Ltd, Xuanwu District, Nanjing, Jiangsu Province, China
| | - Jun Bao
- Medical Oncology, Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research and The Affiliated Cancer Hospital of Nanjing Medical University, Baiziting
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Yang B, Tang H, Wang N, Gu J, Wang Q. Targeted DNA demethylation of the ZNF334 promoter inhibits colorectal cancer growth. Cell Death Dis 2023; 14:210. [PMID: 36966142 PMCID: PMC10039945 DOI: 10.1038/s41419-023-05743-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 03/11/2023] [Accepted: 03/15/2023] [Indexed: 03/27/2023]
Abstract
Colorectal cancer (CRC) is a leading cause of cancer deaths worldwide. Aberrant regulation of DNA methylation in promoters of tumor suppressor genes or proto-oncogenes is one of the fundamental processes driving the initiation and progression of CRC. Zinc-finger proteins (ZNFs) are one of the most abundant groups of proteins and function in many important biological processes related to tumorigenesis. Herein, we detected abnormal hypermethylation of the ZNF334 gene in CRC tissues compared with normal tissues, and this modification downregulated the expression of ZNF334. Furthermore, ten-eleven translocation 1 (TET1) was identified to be involved in regulating the methylation level of ZNF334. Next, a dCas9-multiGCN4/scFv-TET1CD-sgZNF334-targeted demethylation system was constructed to reverse the expression of ZNF334 through sgRNA targeting the ZNF334 promoter. Both in vitro and in vivo experiments demonstrated the targeted demethylation system upregulated ZNF334 expression and inhibited CRC growth. Collectively, targeted DNA demethylation of the ZNF334 promoter sheds light on the precise treatment of CRC.
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Affiliation(s)
- Bin Yang
- School of Pharmacy, Southwest Minzu University, Chengdu, 610225, Sichuan, China
| | - Haiyu Tang
- School of Pharmacy, Southwest Minzu University, Chengdu, 610225, Sichuan, China
| | - Nan Wang
- School of Pharmacy, Southwest Minzu University, Chengdu, 610225, Sichuan, China
| | - Jian Gu
- School of Pharmacy, Southwest Minzu University, Chengdu, 610225, Sichuan, China
| | - Qin Wang
- School of Pharmacy, Southwest Minzu University, Chengdu, 610225, Sichuan, China.
- BMI Center for Biomass Materials and Nanointerfaces, College of Biomass Science and Engineering, Sichuan University, Chengdu, 610065, Sichuan, China.
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Zheng S, Schrijvers JJA, Greuter MJW, Kats-Ugurlu G, Lu W, de Bock GH. Effectiveness of Colorectal Cancer (CRC) Screening on All-Cause and CRC-Specific Mortality Reduction: A Systematic Review and Meta-Analysis. Cancers (Basel) 2023; 15:cancers15071948. [PMID: 37046609 PMCID: PMC10093633 DOI: 10.3390/cancers15071948] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 03/14/2023] [Accepted: 03/22/2023] [Indexed: 04/14/2023] Open
Abstract
(1) Background: The aim of this study was to pool and compare all-cause and colorectal cancer (CRC) specific mortality reduction of CRC screening in randomized control trials (RCTs) and simulation models, and to determine factors that influence screening effectiveness. (2) Methods: PubMed, Embase, Web of Science and Cochrane library were searched for eligible studies. Multi-use simulation models or RCTs that compared the mortality of CRC screening with no screening in general population were included. CRC-specific and all-cause mortality rate ratios and 95% confidence intervals were calculated by a bivariate random model. (3) Results: 10 RCTs and 47 model studies were retrieved. The pooled CRC-specific mortality rate ratios in RCTs were 0.88 (0.80, 0.96) and 0.76 (0.68, 0.84) for guaiac-based fecal occult blood tests (gFOBT) and single flexible sigmoidoscopy (FS) screening, respectively. For the model studies, the rate ratios were 0.45 (0.39, 0.51) for biennial fecal immunochemical tests (FIT), 0.31 (0.28, 0.34) for biennial gFOBT, 0.61 (0.53, 0.72) for single FS, 0.27 (0.21, 0.35) for 10-yearly colonoscopy, and 0.35 (0.29, 0.42) for 5-yearly FS. The CRC-specific mortality reduction of gFOBT increased with higher adherence in both studies (RCT: 0.78 (0.68, 0.89) vs. 0.92 (0.87, 0.98), model: 0.30 (0.28, 0.33) vs. 0.92 (0.51, 1.63)). Model studies showed a 0.62-1.1% all-cause mortality reduction with single FS screening. (4) Conclusions: Based on RCTs and model studies, biennial FIT/gFOBT, single and 5-yearly FS, and 10-yearly colonoscopy screening significantly reduces CRC-specific mortality. The model estimates are much higher than in RCTs, because the simulated biennial gFOBT assumes higher adherence. The effectiveness of screening increases at younger screening initiation ages and higher adherences.
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Affiliation(s)
- Senshuang Zheng
- Medical Center Groningen, Department of Epidemiology, University of Groningen, 9700 RB Groningen, The Netherlands
| | - Jelle J A Schrijvers
- Medical Center Groningen, Department of Epidemiology, University of Groningen, 9700 RB Groningen, The Netherlands
| | - Marcel J W Greuter
- Medical Center Groningen, Department of Radiology, University of Groningen, 9700 RB Groningen, The Netherlands
- Robotics and Mechatronics (RaM) Group, Technical Medical Centre, Faculty of Electrical Engineering Mathematics and Computer Science, University of Twente, 7522 NH Enschede, The Netherlands
| | - Gürsah Kats-Ugurlu
- Medical Center Groningen, Department of Pathology, University of Groningen, 9700 RB Groningen, The Netherlands
| | - Wenli Lu
- Department of Epidemiology and Health Statistics, Tianjin Medical University, Tianjin 300070, China
| | - Geertruida H de Bock
- Medical Center Groningen, Department of Epidemiology, University of Groningen, 9700 RB Groningen, The Netherlands
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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: 0] [Impact Index Per Article: 0] [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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Zhan Y, Wang S, Yuan Z, Zhao X, Ni K, Xin R, Zhou X, Liu Z, Yin X, Ping H, Liu Y, Wang W, Yan S, Han Q, Zhang X, Zhang Q, Liu Y, Zhang C. The stool syndecan2 methylation test is more robust than blood tests for methylated septin9, CEA, CA19-9 and CA724: a diagnostic test for the early detection of colorectal neoplasms. Transl Cancer Res 2023; 12:65-77. [PMID: 36760372 PMCID: PMC9906059 DOI: 10.21037/tcr-22-1710] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 11/17/2022] [Indexed: 01/11/2023]
Abstract
Background Methylated syndecan2 (mSDC2) in stool samples has been found to be associated with colorectal cancer (CRC) and precancerous lesions. However, the available data are limited, and no previous studies have compared the analysis of mSDC2 with other diagnostic tests. Thus, we aimed to evaluate the clinical performance of a stool mSDC2 test and compare its performance with that of blood-based tests for methylated septin9 (mSEPT9), carcinoembryonic antigen (CEA), carbohydrate antigen 19-9 (CA19-9) and carbohydrate antigen 724 (CA724) in detecting colorectal neoplasms. Methods The gold standard diagnostic technique that was used was colonoscopy combined with a pathological analysis of biopsied tissue. Stool DNA was extracted from 1,002 stool samples (445 from CRCs, 115 from adenomas, and 442 from controls) and then bisulfite-converted, followed by real-time quantitative methylation-specific polymerase chain reaction. Blood mSEPT9 levels were quantified by the Epi proColon 2.0 assay, and serum CEA, CA19-9 and CA724 levels were measured by electrochemiluminescence. The main indexes used during the evaluation were sensitivity, specificity and the area under the receiver operating characteristic curve (AUC). Results Stool mSDC2 detected 69.7% of CRCs, which was significantly higher than 53.8% by plasma mSEPT9, 37.2% by CEA, 13.1% by CA19-9 and 17.5% by CA724; for adenoma, the detection rates were 31.3%, 11.1%, 2.3% and 11.9%, respectively. The AUC of mSDC2 in detecting CRC was 0.83, compared to 0.72, 0.75, 0.63 and 0.54 for mSEPT9, CEA, CA19-9 and CA724, respectively. mSDC2 identified patients with stage I-III CRC with a sensitivity of 71.6%, which was significantly higher than that of mSEPT9, CEA, CA19-9 and CA724 (54.2%, 35.5%, 11.9%, and 15.0%, respectively); for stage IV CRC, the sensitivities of mSDC2, mSEPT9, CEA, CA19-9 and CA724 were 75.9%, 82.6%, 79.3%, 36.0% and 56.5%, respectively. SDC2 and CEA had a significantly higher sensitivity for distal CRC than for proximal CRC. Conclusions The stool SDC2 methylation test had a better performance in detecting nonmetastatic CRC and adenoma than evaluations of mSEPT9, CEA, CA19-9 and CA724 in blood. Our findings could be used to modify approaches for CRC prevention and early detection.
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Affiliation(s)
- Yixiang Zhan
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China;,School of Medicine, Nankai University, Tianjin, China
| | - Shuyuan Wang
- School of Medicine, Nankai University, Tianjin, China
| | - Zhen Yuan
- School of Medicine, Nankai University, Tianjin, China
| | - Xuanzhu Zhao
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China;,School of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Kemin Ni
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China;,School of Medicine, Nankai University, Tianjin, China
| | - Ran Xin
- School of Medicine, Nankai University, Tianjin, China
| | - Xingyu Zhou
- School of Medicine, Nankai University, Tianjin, China
| | - Zhaoce Liu
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China;,School of Medicine, Nankai University, Tianjin, China
| | - Xin Yin
- School of Medicine, Nankai University, Tianjin, China
| | - Hangyu Ping
- School of Medicine, Nankai University, Tianjin, China
| | - Yaohong Liu
- School of Medicine, Nankai University, Tianjin, China
| | - Wanting Wang
- School of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Suying Yan
- School of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Qiurong Han
- School of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Xipeng Zhang
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China;,The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China;,Tianjin Institute of Coloproctology, Tianjin, China
| | - Qinghuai Zhang
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China;,The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China;,Tianjin Institute of Coloproctology, Tianjin, China
| | - Yandi Liu
- Department of Gastroenterology, Tianjin Union Medical Center, Tianjin, China
| | - Chunze Zhang
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China;,The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China;,Tianjin Institute of Coloproctology, Tianjin, China
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Iwaizumi M, Taniguchi T, Kurachi K, Osawa S, Sugimoto K, Baba S, Sugimura H, Maekawa M. Methylation of CpG island promoters at ZNF625, LONRF2, SDC2 and WDR17 in a patient with numerous non-granular type laterally spreading tumors and colorectal cancer: A case report. Oncol Lett 2023; 25:14. [PMID: 36478906 PMCID: PMC9713776 DOI: 10.3892/ol.2022.13600] [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: 08/11/2022] [Accepted: 11/02/2022] [Indexed: 11/19/2022] Open
Abstract
Patients with adenomatous polyposis syndromes such as familial adenomatous polyposis are at higher risk of colorectal cancer, hence continuous management is necessary. However, little is known about the etiology of patients with numerous laterally spreading tumors (LSTs), or how genetic alterations uniquely influence LSTs in colorectal carcinogenesis. The present case report investigated a woman with >150 non-granular type LSTs (LST-NG) and one sigmoid colon cancer. After subtotal colectomy via ileorectal anastomosis, genetic and epigenetic analyses were conducted by comparing the profiles of the patient's normal colonic mucosa, four LST-NG lesions and a cancer lesion. Using customized multigene panel testing, no pathogenic germline mutations were detected, including APC regulator of WNT signaling pathway, but identified a somatic pathogenic variant of APC in one LST-NG lesion, and both TP53 and F-box and WD repeat domain containing 7 somatic mutations in the cancer. Comprehensive genome-wide methylation analysis showed that CpG island promoters at zinc finger protein 625, LON peptidase N-terminal domain and ring finger 2, WD repeat domain 17 and syndecan 2 were methylated in both LST-NG and cancer, which may contribute to colorectal tumorigenesis as early as the LST-NG phase.
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Affiliation(s)
- Moriya Iwaizumi
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka 431-3192, Japan
| | - Terumi Taniguchi
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka 431-3192, Japan
| | - Kiyotaka Kurachi
- Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka 431-3192, Japan
| | - Satoshi Osawa
- Department of Endoscopic and Photodynamic Medicine, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka 431-3192, Japan
| | - Ken Sugimoto
- First Department of Medicine, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka 431-3192, Japan
| | - Satoshi Baba
- Department of Diagnostic Pathology, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka 431-3192, Japan
| | - Haruhiko Sugimura
- Department of Tumor Pathology, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka 431-3192, Japan
| | - Masato Maekawa
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka 431-3192, Japan
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Ze Y, Tu H, Zhang L, Bai Y, Ren Y, Chen X, Xue Y, Sun R, Yang Y, Yang J, Zhou X, Liu L. A Comparison of Single and Combined Schemes of Asia-Pacific Colorectal Screening, Faecal Immunochemical and Stool Deoxyribonucleic Acid Testing for Community Colorectal Cancer Screening. J Multidiscip Healthc 2023; 16:571-586. [PMID: 36883167 PMCID: PMC9985980 DOI: 10.2147/jmdh.s398997] [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: 12/05/2022] [Accepted: 02/13/2023] [Indexed: 03/05/2023] Open
Abstract
Objective To compare the screening efficacy of colonoscopy and pathologically confirmed single and combined Asia-Pacific colorectal screening (APCS), faecal immunochemical testing (FIT) and stool deoxyribonucleic acid (sDNA) testing protocols. Methods From April 2021 to April 2022, 842 volunteers participated in primary colorectal cancer (CRC) screenings using APCS scoring, FIT and sDNA testing and 115 underwent a colonoscopy. One hundred high-risk participants were then identified from the results of both processes. The differences in the three CRC screening tests in combination with the colonoscopy pathology diagnostics were evaluated using Cochran's Q test, the Dunn-Bonferroni test and area under the receiver operating characteristic curve (AUC) value analysis. Results Both FIT and sDNA testing demonstrated a 100% performance in detecting CRC. For advanced adenoma, the sensitivity of the FIT + sDNA test scheme (double positive) was 29.2%, and the sensitivities of the combined FIT + sDNA test and APCS scoring + sDNA test schemes were 62.5% and 95.8%, respectively. The FIT + sDNA testing kappa value of advanced colorectal neoplasia was 0.344 (p = 0.011). The sensitivity for nonadvanced adenoma of the APCS score + sDNA test scheme was 91.1%. In terms of positive results, the sensitivity of the APCS score + FIT + sDNA detection protocol was significantly higher than that of the APCS score, FIT, sDNA detection, and FIT + sDNA detection methods (adjusted p < 0.001, respectively). For the FIT + sDNA test, the kappa value was 0.220 (p = 0.015) and the AUC was 0.634 (p = 0.037). The specificity of the FIT + sDNA test scheme was 69.0%. Conclusion The FIT + sDNA test scheme demonstrated superior diagnostic efficacy, and the combined APCS score + FIT + sDNA test scheme demonstrated remarkable improvements in CRC screening efficiency and sensitivity for detecting positive lesions.
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Affiliation(s)
- Yuan Ze
- Wuxi School of Medicine, Jiangnan University, Wuxi, People's Republic of China
| | - Huiming Tu
- Department of Gastroenterology, Affiliated Hospital of Jiangnan University, Wuxi, People's Republic of China
| | - Lin Zhang
- Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, People's Republic of China.,School of Population Medicine and Public Health, Peking Union Medical College/Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Yu Bai
- Department of Gastroenterology, Changhai Hospital of Shanghai, Shanghai, People's Republic of China
| | - Yilin Ren
- Department of Gastroenterology, Affiliated Hospital of Jiangnan University, Wuxi, People's Republic of China
| | - Xin Chen
- Wuxi School of Medicine, Jiangnan University, Wuxi, People's Republic of China
| | - Yuzheng Xue
- Department of Gastroenterology, Affiliated Hospital of Jiangnan University, Wuxi, People's Republic of China
| | - Renjuan Sun
- Outpatient Nursing department, Affiliated Hospital of Jiangnan University, Wuxi, People's Republic of China
| | - Yuling Yang
- Nursing department of Geriatrics Ward, Affiliated Hospital of Jiangnan University, Wuxi, People's Republic of China
| | - Jie Yang
- Department of Gastroenterology, Affiliated Hospital of Jiangnan University, Wuxi, People's Republic of China
| | - Xuan Zhou
- Department of Gastroenterology, Affiliated Hospital of Jiangnan University, Wuxi, People's Republic of China
| | - Li Liu
- Data Center, Affiliated Hospital of Jiangnan University, Wuxi, People's Republic of China
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Amini M, Rezasoltani S, Pourhoseingholi MA, Asadzadeh Aghdaei H, Zali MR. Evaluating the predictive performance of gut microbiota for the early-stage colorectal cancer. BMC Gastroenterol 2022; 22:514. [PMID: 36510191 PMCID: PMC9743636 DOI: 10.1186/s12876-022-02599-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 11/30/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Colorectal cancer (CRC) has been regarded as one of the most frequently diagnosed malignancies among the leading causes of cancer-related morbidity and mortality globally. Diagnosis of CRC at the early-stages of tumour might improve the survival rate of patients. The current study sought to determine the performance of fecal Fusobacterium nucleatum (F. nucleatum) and Streptococcus bovis (S. bovis) for timely predicting CRC. METHODS Through a case-control study, the fecal sample information of 83 individuals (38 females, 45 males) referring to a hospital in Tehran, Iran was used. All patients underwent a complete colonoscopy, regarded as a gold standard test. Bacterial species including S. bovis and F. nucleatum were measured by absolute quantitative real-time PCR. The Bayesian univariate and bivariate latent class models (LCMs) were applied to estimate the ability of the candidate bacterial markers in order to early detection of patients with CRC. RESULTS Bayesian univariate LCMs demonstrated that the sensitivities of S. bovis and F. nucleatum were estimated to be 86% [95% credible interval (CrI) 0.82-0.91] and 82% (95% CrI 0.75-0.88); while specificities were 84% (95% CrI 0.78-0.89) and 80% (95% CrI 0.73-0.87), respectively. Moreover, the area under the receiver operating characteristic curves (AUCs) were 0.88 (95% CrI 0.83-0.94) and 0.80 (95% CrI 0.73-0.85) respectively for S. bovis and F. nucleatum. Based on the Bayesian bivariate LCMs, the sensitivities of S. bovis and F. nucleatum were calculated as 93% (95% CrI 0.84-0.98) and 90% (95% CrI 0.85-0.97), the specificities were 88% (95% CrI 0.78-0.93) and 87% (95% CrI 0.79-0.94); and the AUCs were 0.91 (95% CrI 0.83-0.99) and 0.88(95% CrI 0.81-0.96), respectively. CONCLUSIONS Our data has identified that according to the Bayesian bivariate LCM, S. bovis and F. nucleatum had a more significant predictive accuracy compared with the univariate model. In summary, these intestinal bacteria have been highlighted as novel tools for early-stage CRC diagnosis.
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Affiliation(s)
- Maedeh Amini
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Sama Rezasoltani
- Section Mass Spectrometry and Proteomics, Institute of Clinical Chemistry and Laboratory Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Mohamad Amin Pourhoseingholi
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Hamid Asadzadeh Aghdaei
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Zali
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Siri G, Alesaeidi S, Dizghandi SE, Alani B, Mosallaei M, Soosanabadi M. Analysis of SDC2 gene promoter methylation in whole blood for noninvasive early detection of colorectal cancer. J Cancer Res Ther 2022; 18:S354-S358. [PMID: 36510988 DOI: 10.4103/jcrt.jcrt_1072_22] [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: 11/05/2022]
Abstract
Objectives Considering the limitations of the current approaches to colorectal cancer (CRC) screening, scientists strived to find noninvasive and more powerful biomarkers for the early diagnosis of CRC. Nowadays, there are different sources of biomarkers for CRC diagnosis. Blood-based samples including circulating cell-free tumor DNA (ctDNA) and DNA extracted from leukocytes in peripheral blood might be promising sources of noninvasive cancer biomarkers such as cancer-specific methylation patterns. In this study, we aimed to evaluate the noninvasive early diagnosis of CRC via quantitative promotor methylation analysis of SDC2 gene in whole blood. Materials and Methods Sixty-five CRC patients and 65 healthy participants were enrolled to assess promoter methylation of SDC2 gene in whole blood using the methylation quantification endonuclease-resistant DNA (MethyQESD) technique. Results Our findings demonstrated drastic hypermethylation of SDC2 in blood samples from CRC subjects (37.91%) compared with non-malignant individuals (17.02%) (P < 0.001). The sensitivity for detection of CRC by methylation of SDC2 was 81.54%, with a specificity of 69.23%. The ROC curve analysis demonstrated that the AUC was 0.847 (P < 0.001), indicating that the status of SDC2 promoter methylation in whole blood is an excellent biomarker of CRC diagnosis. Furthermore, our results showed that methylation level in CRC patients significantly increased in higher tumor stages, demonstrating that an increased percentage of methylation is correlated with tumor progression (P < 0.001). Conclusion SDC2 promoter methylation status in blood samples is a valuable cancer biomarker and holds high power and accuracy in distinguishing CRC patients from healthy subjects in the early stages of the disease.
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Affiliation(s)
- Goli Siri
- Department of Internal Medicine, Amiralam Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Samira Alesaeidi
- Department of Rheumatology and Internal Medicine, Rheumatology Research Center, Amir-Alam Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Behrang Alani
- Department of Applied Cell Sciences, Faculty of Medicine, Kashan University of Medical Sciences, Kashan, Iran
| | - Meysam Mosallaei
- School of Medicine, Aja University of Medical Science, Tehran; Department of Medical Genetics, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohsen Soosanabadi
- Department of Medical Genetics, Semnan University of Medical Sciences; Abnormal Uterine Bleeding Research Center, Semnan University of Medical Sciences, Semnan, Iran
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Yu Q, Xia N, Zhao Y, Jin H, Chen R, Ye F, Chen L, Xie Y, Wan K, Zhou J, Zhou D, Lv X. Genome-wide methylation profiling identify hypermethylated HOXL subclass genes as potential markers for esophageal squamous cell carcinoma detection. BMC Med Genomics 2022; 15:247. [PMID: 36447287 PMCID: PMC9706897 DOI: 10.1186/s12920-022-01401-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 11/22/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Numerous studies have revealed aberrant DNA methylation in esophageal squamous cell carcinoma (ESCC). However, they often focused on the partial genome, which resulted in an inadequate understanding of the shaped methylation features and the lack of available methylation markers for this disease. METHODS The current study investigated the methylation profiles between ESCC and paired normal samples using whole-genome bisulfite sequencing (WGBS) data and obtained a group of differentially methylated CpGs (DMC), differentially methylated regions (DMR), and differentially methylated genes (DMG). The DMGs were then verified in independent datasets and Sanger sequencing in our custom samples. Finally, we attempted to evaluate the performance of these genes as methylation markers for the classification of ESCC. RESULTS We obtained 438,558 DMCs, 15,462 DMRs, and 1568 DMGs. The four significantly enriched gene families of DMGs were CD molecules, NKL subclass, HOXL subclass, and Zinc finger C2H2-type. The HOXL subclass homeobox genes were observed extensively hypermethylated in ESCC. The HOXL-score estimated by HOXC10 and HOXD1 methylation, whose methylation status were then confirmed by sanger sequencing in our custom ESCC samples, showed good ability in discriminating ESCC from normal samples. CONCLUSIONS We observed widespread hypomethylation events in ESCC, and the hypermethylated HOXL subclass homeobox genes presented promising applications for the early detection of esophageal squamous cell carcinoma.
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Affiliation(s)
- Qiuning Yu
- grid.412633.10000 0004 1799 0733Otorhinolaryngology Hospital, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052 China
| | - Namei Xia
- grid.412633.10000 0004 1799 0733Department of Transfusion, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052 China
| | - Yanteng Zhao
- grid.412633.10000 0004 1799 0733Department of Transfusion, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052 China
| | - Huifang Jin
- grid.412633.10000 0004 1799 0733Department of Transfusion, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052 China
| | - Renyin Chen
- grid.412633.10000 0004 1799 0733Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052 China
| | - Fanglei Ye
- grid.412633.10000 0004 1799 0733Otorhinolaryngology Hospital, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052 China
| | - Liyinghui Chen
- grid.412633.10000 0004 1799 0733Department of Transfusion, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052 China
| | - Ying Xie
- grid.412633.10000 0004 1799 0733Department of Transfusion, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052 China
| | - Kangkang Wan
- Wuhan Ammunition Life-tech Company, Ltd., Wuhan, Hubei China
| | - Jun Zhou
- Wuhan Ammunition Life-tech Company, Ltd., Wuhan, Hubei China
| | - Dihan Zhou
- Wuhan Ammunition Life-tech Company, Ltd., Wuhan, Hubei China
| | - Xianping Lv
- grid.412633.10000 0004 1799 0733Department of Transfusion, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052 China
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Jung KU, Kim HO, Kim H. Epidemiology, Risk Factors, and Prevention of Colorectal Cancer-An English Version. J Anus Rectum Colon 2022; 6:231-238. [DOI: 10.23922/jarc.2022-050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 09/07/2022] [Indexed: 11/06/2022] Open
Affiliation(s)
- Kyung Uk Jung
- Department of Surgery, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine
| | - Hyung Ook Kim
- Department of Surgery, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine
| | - Hungdai Kim
- Department of Surgery, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine
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Birknerova N, Mancikova V, Paul ED, Matyasovsky J, Cekan P, Palicka V, Parova H. Circulating Cell-Free DNA-Based Methylation Pattern in Saliva for Early Diagnosis of Head and Neck Cancer. Cancers (Basel) 2022; 14:4882. [PMID: 36230805 PMCID: PMC9563959 DOI: 10.3390/cancers14194882] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 10/03/2022] [Accepted: 10/04/2022] [Indexed: 11/17/2022] Open
Abstract
Head and neck cancer (HNC) remains one of the leading causes of mortality worldwide due to tumor diagnosis at a late stage, loco-regional aggression, and distant metastases. A standardized diagnostic procedure for HNC is a tissue biopsy that cannot faithfully portray the in-depth tumor dynamics. Therefore, there is an urgent need to develop simple, accurate, and non-invasive methods for cancer detection and follow-up. A saliva-based liquid biopsy allows convenient, non-invasive, and painless collection of high volumes of this biofluid, with the possibility of repetitive sampling, all enabling real-time monitoring of the disease. No approved clinical test for HNC has yet been established. However, epigenetic changes in saliva circulating cell-free DNA (cfDNA) have the potential for a wide range of clinical applications. Therefore, the aim of this review is to present an overview of cfDNA-based methylation patterns in saliva for early detection of HNC, with particular attention to circulating tumor DNA (ctDNA). Due to advancements in isolation and detection technologies, as well as next- and third-generation sequencing, recent data suggest that salivary biomarkers may be successfully applied for early detection of HNC in the future, but large prospective clinical trials are still warranted.
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Affiliation(s)
- Natalia Birknerova
- Department of Clinical Biochemistry and Diagnostics, Faculty of Medicine in Hradec Kralove and University Hospital, Charles University, 50005 Hradec Kralove, Czech Republic
- MultiplexDX s.r.o., Comenius University Science Park, Ilkovicova 8, 84104 Bratislava, Slovakia
- MultiplexDX Inc., One Research Court, Suite 450, Rockville, MD 20850, USA
| | - Veronika Mancikova
- MultiplexDX s.r.o., Comenius University Science Park, Ilkovicova 8, 84104 Bratislava, Slovakia
- MultiplexDX Inc., One Research Court, Suite 450, Rockville, MD 20850, USA
| | - Evan David Paul
- MultiplexDX s.r.o., Comenius University Science Park, Ilkovicova 8, 84104 Bratislava, Slovakia
- MultiplexDX Inc., One Research Court, Suite 450, Rockville, MD 20850, USA
| | - Jan Matyasovsky
- MultiplexDX s.r.o., Comenius University Science Park, Ilkovicova 8, 84104 Bratislava, Slovakia
- MultiplexDX Inc., One Research Court, Suite 450, Rockville, MD 20850, USA
| | - Pavol Cekan
- MultiplexDX s.r.o., Comenius University Science Park, Ilkovicova 8, 84104 Bratislava, Slovakia
- MultiplexDX Inc., One Research Court, Suite 450, Rockville, MD 20850, USA
| | - Vladimir Palicka
- Department of Clinical Biochemistry and Diagnostics, Faculty of Medicine in Hradec Kralove and University Hospital, Charles University, 50005 Hradec Kralove, Czech Republic
| | - Helena Parova
- Department of Clinical Biochemistry and Diagnostics, Faculty of Medicine in Hradec Kralove and University Hospital, Charles University, 50005 Hradec Kralove, Czech Republic
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Fan X, Shi C, Wei M, Xiao Y, Wang X. External quality assessment for detection of methylated Syndecan 2 ( SDC2) in China. Clin Chem Lab Med 2022; 60:1570-1576. [PMID: 35942951 DOI: 10.1515/cclm-2022-0206] [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: 03/06/2022] [Accepted: 07/21/2022] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Detection of Syndecan 2 (SDC2) methylation in stool DNA is a novel method for the auxiliary diagnosis of early colorectal cancer (CRC). Currently, this method has been widely applied; however, its accuracy and reliability have not been determined. The objective of this pioneering study was to evaluate the performance of clinical laboratories in China for their ability to detect SDC2 methylation from stool DNA. METHODS We generated a sample panel consisting of clinical and cell samples. The clinical samples were stool specimens from patients with or without CRC, including four positives (prepared by serial dilution from one stool specimen), one negative and one interferential sample. Two cell samples, with positive or negative methylated SDC2, were used as controls. The panel was distributed to 32 clinical laboratories for analysis of SDC2 methylation, and the results were compared and scored. RESULTS The sample panel was compatible with commercially available assays and it showed appropriate stability to be an external quality assessment material. There were four false results; one hospital laboratory and one commercial diagnostic laboratory had a false-positive and a false-negative result, respectively, and one commercial diagnostic laboratory had both a false-positive and false-negative result. Among the 32 participating laboratories, 29 (90.62%) obtained an acceptable or better performance score, while 3 (9.38%) laboratories required improvement. CONCLUSIONS Our results demonstrate that the detection of SDC2 methylation from stool DNA was satisfactory in China. Additionally, the importance of external quality assessment was highlighted for monitoring the performance of clinical laboratories.
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Affiliation(s)
- Xiaoyu Fan
- Department of Molecular Biology, Shanghai Center for Clinical Laboratory, Shanghai, P.R. China
| | - Chunli Shi
- Department of Molecular Biology, Shanghai Center for Clinical Laboratory, Shanghai, P.R. China
| | - Meng Wei
- Department of Molecular Biology, Shanghai Center for Clinical Laboratory, Shanghai, P.R. China
| | - Yanqun Xiao
- Department of Molecular Biology, Shanghai Center for Clinical Laboratory, Shanghai, P.R. China
| | - Xueliang Wang
- Department of Molecular Biology, Shanghai Center for Clinical Laboratory, Shanghai, P.R. China
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Park IJ. Direction of diagnosis and treatment improvement in colorectal cancer. JOURNAL OF THE KOREAN MEDICAL ASSOCIATION 2022. [DOI: 10.5124/jkma.2022.65.9.540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Background: Cancer is a major public health problem and the leading cause of death in Korea since 2000. Colorectal cancer is the third leading cause of cancer-related death. Therefore, early detection through screening, surgical techniques improvement, anticancer drugs, adjuvant treatment, and medical resources advancement is important to reduce colorectal cancer-related mortality.Current Concepts: In Korea, the 5-year relative survival rate of patients with colorectal cancer is approximately mid-70%, which is superior to other developed countries, such as the United States, United Kingdom, and Japan, with 60% to 68% because of the well performed screening program and technical improvement. Efforts are underway to conduct active endoscopic treatment for early colorectal cancer and identify cases requiring surgery. Minimally invasive surgery has evolved beyond conventional applications into disease-specific methods, and the robotic system has an important role for evolvement. Performing metastatic colorectal cancer efforts is necessary to improve the survival rate through active surgical treatment and gene therapy.Discussion and Conclusion: Eventually, the role of the patient’s genetic information in diagnosing and treating colorectal cancer is expected to increase. In some cases, diagnosing colorectal cancer using a non-invasive method is already realized. Active surgical treatment based on personal characteristics contributes in improving the treatment outcomes for difficult-to-treat metastatic colorectal cancer. After the period of overall colorectal cancer treatment results improvement, we will undertake the precision treatment era.
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