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Stefanes NM, Cunha-Silva ME, de Oliveira Silva L, Walter LO, Santos-Silva MC, Gartia MR. Circulating biomarkers for diagnosis and response to therapies in cancer patients. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2024; 391:1-41. [PMID: 39939074 PMCID: PMC11969414 DOI: 10.1016/bs.ircmb.2024.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
Cancer presents a significant challenge to global health, driving worldwide concerted efforts to advance early detection, predict therapeutic response, and identify novel targeted therapies. Liquid biopsies emerge as promising avenues for discerning cancer biomarkers, offering less invasive approaches compared to conventional methods. Utilizing increasingly robust technologies, diverse bodily fluids can unveil genetic variants, epigenetic modifications, transcriptional alterations, and metabolomic signatures associated with cancer, thereby furnishing valuable insights for clinical management. This chapter intends to review the sources of cancer-related biomarkers found in circulation, prevalent techniques utilized for their identification, and the potential implications of different biomarker types on the management of cancer. Certain biomarkers currently used in clinical practice will be addressed, as well as potential biomarkers still in the study phase, and the inherent challenges in their practical implementation.
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Affiliation(s)
- Natália Marcéli Stefanes
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA, United States
| | - Maria Eduarda Cunha-Silva
- Post-Graduation Program in Pharmacy, Health Science Center, Federal University of Santa Catarina, Florianópolis, SC, Brazil
| | - Lisandra de Oliveira Silva
- Post-Graduation Program in Pharmacy, Health Science Center, Federal University of Santa Catarina, Florianópolis, SC, Brazil
| | - Laura Otto Walter
- Post-Graduation Program in Pharmacy, Health Science Center, Federal University of Santa Catarina, Florianópolis, SC, Brazil
| | - Maria Cláudia Santos-Silva
- Post-Graduation Program in Pharmacy, Health Science Center, Federal University of Santa Catarina, Florianópolis, SC, Brazil
| | - Manas Ranjan Gartia
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA, United States.
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Northrop-Albrecht EJ, Wu CW, Berger CK, Taylor WR, Foote PH, Doering KA, Gonser AM, Bhagwate A, Sun Z, Mahoney DW, Burger KN, Boardman LA, Kisiel JB. An investigation of plasma cell-free RNA for the detection of colorectal cancer: From transcriptome marker selection to targeted validation. PLoS One 2024; 19:e0308711. [PMID: 39146279 PMCID: PMC11326608 DOI: 10.1371/journal.pone.0308711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 07/29/2024] [Indexed: 08/17/2024] Open
Abstract
Regular screening for colorectal cancer (CRC) is critical for early detection and long-term survival. Despite the current screening options available and advancements in therapies there will be around 53,000 CRC related deaths this year. There is great interest in non-invasive alternatives such as plasma cell-free RNA (cfRNA) for diagnostic, prognostic, and predictive applications. In the current study, our aim was to identify and validate potential cfRNA candidates to improve early CRC diagnosis. In phase 1 (n = 49; 25 controls, 24 cancers), discovery total RNA sequencing was performed. Select exons underwent validation in phase 2 (n = 73; 35 controls, 29 cancers, 9 adenomas) using targeted capture sequencing (n = 10,371 probes). In phase 3 (n = 57; 30 controls, 27 cancers), RT-qPCR was performed on previously identified candidates (n = 99). There were 895 exons that were differentially expressed (325 upregulated, 570 downregulated) among cancers versus controls. In phases 2 and 3, fewer markers were validated than expected in independent sets of patients, most of which were from previously published literature (FGA, FGB, GPR107, CDH3, and RP23AP7). In summary, we optimized laboratory processes and data analysis strategies which can serve as methodological framework for future plasma RNA studies beyond just the scope of CRC detection. Additionally, further exploration is needed in order to determine if the few cfRNA candidates identified in this study have clinical utility for early CRC detection. Over time, advancements in technologies, data analysis, and RNA preservation methods at time of collection may improve the biological and technical reproducibility of cfRNA biomarkers and enhance the feasibility of RNA-based liquid biopsies.
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Affiliation(s)
| | - Chung Wah Wu
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Calise K Berger
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - William R Taylor
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Patrick H Foote
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Karen A Doering
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Anna M Gonser
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Aditya Bhagwate
- Division of Computational Biology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Zhifu Sun
- Division of Computational Biology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Douglas W Mahoney
- Division of Clinical Trials and Biostatistics, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Kelli N Burger
- Division of Clinical Trials and Biostatistics, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Lisa A Boardman
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - John B Kisiel
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
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Tsang HF, Pei XM, Wong YKE, Wong SCC. Plasma Circulating mRNA Profile for the Non-Invasive Diagnosis of Colorectal Cancer Using NanoString Technologies. Int J Mol Sci 2024; 25:3012. [PMID: 38474258 DOI: 10.3390/ijms25053012] [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: 01/30/2024] [Revised: 02/26/2024] [Accepted: 03/02/2024] [Indexed: 03/14/2024] Open
Abstract
Colorectal cancer (CRC) is one of the most prevalent cancers and the second leading cause of cancer deaths in developed countries. Early CRC may have no symptoms and symptoms usually appear with more advanced diseases. Regular screening can identify people who are at increased risk of CRC in order to offer earlier treatment. A cost-effective non-invasive platform for the screening and monitoring of CRC patients allows early detection and appropriate treatment of the disease, and the timely application of adjuvant therapy after surgical operation is needed. In this study, a cohort of 71 plasma samples that include 48 colonoscopy- and histopathology-confirmed CRC patients with TNM stages I to IV were recruited between 2017 and 2019. Plasma mRNA profiling was performed in CRC patients using NanoString nCounter. Normalized data were analyzed using a Mann-Whitney U test to determine statistically significant differences between samples from CRC patients and healthy subjects. A multiple-group comparison of clinical phenotypes was performed using the Kruskal-Wallis H test for statistically significant differences between multiple groups. Among the 27 selected circulating mRNA markers, all of them were found to be overexpressed (gene expression fold change > 2) in the plasma of patients from two or more CRC stages. In conclusion, NanoString-based targeted plasma CRC-associated mRNAs circulating the marker panel that can significantly distinguish CRC patients from a healthy population were developed for the non-invasive diagnosis of CRC using peripheral blood samples.
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Affiliation(s)
- Hin Fung Tsang
- Department of Clinical Laboratory and Pathology, Hong Kong Adventist Hospital, Hong Kong SAR, China
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Xiao Meng Pei
- Department of Applied Biology & Chemical Technology, The Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Yin Kwan Evelyn Wong
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Sze Chuen Cesar Wong
- Department of Applied Biology & Chemical Technology, The Hong Kong Polytechnic University, Hong Kong SAR, China
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4
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Kan CM, Pei XM, Yeung MHY, Jin N, Ng SSM, Tsang HF, Cho WCS, Yim AKY, Yu ACS, Wong SCC. Exploring the Role of Circulating Cell-Free RNA in the Development of Colorectal Cancer. Int J Mol Sci 2023; 24:11026. [PMID: 37446204 PMCID: PMC10341751 DOI: 10.3390/ijms241311026] [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: 05/21/2023] [Revised: 06/25/2023] [Accepted: 07/02/2023] [Indexed: 07/15/2023] Open
Abstract
Circulating tumor RNA (ctRNA) has recently emerged as a novel and attractive liquid biomarker. CtRNA is capable of providing important information about the expression of a variety of target genes noninvasively, without the need for biopsies, through the use of circulating RNA sequencing. The overexpression of cancer-specific transcripts increases the tumor-derived RNA signal, which overcomes limitations due to low quantities of circulating tumor DNA (ctDNA). The purpose of this work is to present an up-to-date review of current knowledge regarding ctRNAs and their status as biomarkers to address the diagnosis, prognosis, prediction, and drug resistance of colorectal cancer. The final section of the article discusses the practical aspects involved in analyzing plasma ctRNA, including storage and isolation, detection technologies, and their limitations in clinical applications.
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Affiliation(s)
- Chau-Ming Kan
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong SAR, China; (C.-M.K.); (H.F.T.)
| | - Xiao Meng Pei
- Department of Applied Biology & Chemical Technology, The Hong Kong Polytechnic University, Hong Kong SAR, China; (X.M.P.); (M.H.Y.Y.)
| | - Martin Ho Yin Yeung
- Department of Applied Biology & Chemical Technology, The Hong Kong Polytechnic University, Hong Kong SAR, China; (X.M.P.); (M.H.Y.Y.)
| | - Nana Jin
- Codex Genetics Limited, Shatin, Hong Kong SAR, China; (N.J.); (A.K.-Y.Y.); (A.C.-S.Y.)
| | - Simon Siu Man Ng
- Department of Surgery, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China;
| | - Hin Fung Tsang
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong SAR, China; (C.-M.K.); (H.F.T.)
| | - William Chi Shing Cho
- Department of Clinical Oncology, Queen Elizabeth Hospital, Kowloon, Hong Kong SAR, China;
| | - Aldrin Kay-Yuen Yim
- Codex Genetics Limited, Shatin, Hong Kong SAR, China; (N.J.); (A.K.-Y.Y.); (A.C.-S.Y.)
| | - Allen Chi-Shing Yu
- Codex Genetics Limited, Shatin, Hong Kong SAR, China; (N.J.); (A.K.-Y.Y.); (A.C.-S.Y.)
| | - Sze Chuen Cesar Wong
- Department of Applied Biology & Chemical Technology, The Hong Kong Polytechnic University, Hong Kong SAR, China; (X.M.P.); (M.H.Y.Y.)
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Jin N, Kan CM, Pei XM, Cheung WL, Ng SSM, Wong HT, Cheng HYL, Leung WW, Wong YN, Tsang HF, Chan AKC, Wong YKE, Cho WCS, Chan JKC, Tai WCS, Chan TF, Wong SCC, Yim AKY, Yu ACS. Cell-free circulating tumor RNAs in plasma as the potential prognostic biomarkers in colorectal cancer. Front Oncol 2023; 13:1134445. [PMID: 37091184 PMCID: PMC10115432 DOI: 10.3389/fonc.2023.1134445] [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: 12/30/2022] [Accepted: 03/24/2023] [Indexed: 04/09/2023] Open
Abstract
BACKGROUND Cell free RNA (cfRNA) contains transcript fragments from multiple cell types, making it useful for cancer detection in clinical settings. However, the pathophysiological origins of cfRNAs in plasma from colorectal cancer (CRC) patients remain unclear. METHODS To identify the tissue-specific contributions of cfRNAs transcriptomic profile, we used a published single-cell transcriptomics profile to deconvolute cell type abundance among paired plasma samples from CRC patients who underwent tumor-ablative surgery. We further validated the differentially expressed cfRNAs in 5 pairs of CRC tumor samples and adjacent tissue samples as well as 3 additional CRC tumor samples using RNA-sequencing. RESULTS The transcriptomic component from intestinal secretory cells was significantly decreased in the in-house post-surgical cfRNA. The HPGD, PACS1, and TDP2 expression was consistent across cfRNA and tissue samples. Using the Cancer Genome Atlas (TCGA) CRC datasets, we were able to classify the patients into two groups with significantly different survival outcomes. CONCLUSIONS The three-gene signature holds promise in applying minimal residual disease (MRD) testing, which involves profiling remnants of cancer cells after or during treatment. Biomarkers identified in the present study need to be validated in a larger cohort of samples in order to ascertain their possible use in early diagnosis of CRC.
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Affiliation(s)
- Nana Jin
- R&D, Codex Genetics Limited, Hong Kong, Hong Kong SAR, China
| | - Chau-Ming Kan
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
| | - Xiao Meng Pei
- Department of Applied Biology & Chemical Technology, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
| | - Wing Lam Cheung
- Department of Applied Biology & Chemical Technology, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
| | - Simon Siu Man Ng
- Department of Surgery, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Heong Ting Wong
- Department of Pathology, Kiang Wu Hospital, Macau, Macau SAR, China
| | - Hennie Yuk-Lin Cheng
- Department of Applied Biology & Chemical Technology, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
| | - Wing Wa Leung
- Department of Surgery, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Yee Ni Wong
- Department of Surgery, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Hin Fung Tsang
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
| | | | - Yin Kwan Evelyn Wong
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
| | - William Chi Shing Cho
- Department of Clinical Oncology, Queen Elizabeth Hospital, Hong Kong, Hong Kong SAR, China
| | | | - William Chi Shing Tai
- Department of Applied Biology & Chemical Technology, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
| | - Ting-Fung Chan
- School of Life Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Sze Chuen Cesar Wong
- Department of Applied Biology & Chemical Technology, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
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Metzenmacher M, Hegedüs B, Forster J, Schramm A, Horn PA, Klein CA, Bielefeld N, Ploenes T, Aigner C, Siveke JT, Schuler M, Lueong SS. The clinical utility of cfRNA for disease detection and surveillance: A proof of concept study in non-small cell lung cancer. Thorac Cancer 2022; 13:2180-2191. [PMID: 35708207 PMCID: PMC9346179 DOI: 10.1111/1759-7714.14540] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 05/25/2022] [Accepted: 05/26/2022] [Indexed: 12/01/2022] Open
Abstract
Background CT scans are used in routine clinical practice for the diagnosis and treatment surveillance of non‐small cell lung cancer (NSCLC). However, more sensitive methods are desirable. Liquid biopsy analyses of RNA and DNA can offer more sensitive diagnostic approaches. Cell‐free RNA (cfRNA) has been described in several malignancies, but its clinical utility has not previously been explored. Methods We evaluated the clinical utility of cfRNA for early detection and surveillance of tumor disease in a proof‐of‐concept study. Using real‐time‐droplet digital polymerase chain reaction we characterized a candidate transcript (MORF4L2) in plasma samples from 41 advanced stage, 38 early stage NSCLC and 39 healthy samples. We compared its diagnostic performance with tumor markers and evaluated its utility for disease monitoring. Results MORF4L2 cfRNA was more abundant in patients than in healthy donors (p < 0.0001). Using the Youden index approach (cutoff value of 537 copies/ml was established) with a sensitivity of 0.73 (95% CI: 0.61–0.82) and a specificity of 0.87 (95% CI: 0.73–0.96). Positive and negative predictive values of 0.92 (95% CI: 0.83–0.95) and 0.59 (95% CI: 0.47–0.83) were achieved. Combination of cfRNA and Cyfra21‐1 improved its predictive value from 89.5% to 94.7%. Low baseline MORF4L2 levels were associated with better overall survival (HR:0.25, 95% CI: 0.09–0.7, p = 0.009) and progression‐free survival for patients treated with tyrosine kinase inhibitors (p = 0.011) and chemotherapy (p = 0.019). MORF4L2 profile between baseline and follow‐up mirrored radiological response and tumor dynamics better than tumor markers. cfRNA transcripts allowed monitoring tumor dynamics in patients without tumor‐reported genetic alterations. Conclusion Our data support clinical utility of cfRNA for detection and surveillance of NSCLC. Further studies with larger cohorts are required.
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Affiliation(s)
- Martin Metzenmacher
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, Essen, Germany.,Division of Thoracic Oncology, West German Cancer Center, University Medicine Essen Ruhrlandklinik, University Duisburg-Essen, Essen, Germany
| | - Balazs Hegedüs
- Department of Thoracic Surgery, West German Cancer Center, University Medicine Essen Ruhrlandklinik, University Duisburg-Essen, Essen, Germany
| | - Jan Forster
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Essen, Germany.,Chair for Genome Informatics, Department of Human Genetics, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Alexander Schramm
- Laboratory for Molecular Oncology, Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Peter A Horn
- Institute for Transfusion Medicine, University Hospital Essen, Essen, Germany
| | - Christoph A Klein
- Experimental Medicine and Therapy Research, University of Regensburg, Regensburg, Germany.,Fraunhofer-Institute for Toxicology and Experimental Medicine, Division of Personalized Tumor Therapy, Regensburg, Germany
| | - Nicola Bielefeld
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Essen, Germany.,Bridge Institute of Experimental Tumor Therapy, West German Cancer Center and Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK), University Hospital Essen, University Duisburg-Essen, Essen, Germany.,Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, partner site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Till Ploenes
- Department of Thoracic Surgery, West German Cancer Center, University Medicine Essen Ruhrlandklinik, University Duisburg-Essen, Essen, Germany
| | - Clemens Aigner
- Department of Thoracic Surgery, West German Cancer Center, University Medicine Essen Ruhrlandklinik, University Duisburg-Essen, Essen, Germany
| | - Jens T Siveke
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Essen, Germany.,Bridge Institute of Experimental Tumor Therapy, West German Cancer Center and Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK), University Hospital Essen, University Duisburg-Essen, Essen, Germany.,Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, partner site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Martin Schuler
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, Essen, Germany.,Division of Thoracic Oncology, West German Cancer Center, University Medicine Essen Ruhrlandklinik, University Duisburg-Essen, Essen, Germany.,German Cancer Consortium (DKTK), Partner site University Hospital Essen, Essen, Germany
| | - Smiths S Lueong
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Essen, Germany.,Bridge Institute of Experimental Tumor Therapy, West German Cancer Center and Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK), University Hospital Essen, University Duisburg-Essen, Essen, Germany.,Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, partner site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
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Said NM, Yassin F, Elkreem EA. Wnt10a missense gene polymorphism association with obesity risk: List of literature and a case-control study with Roc analysis for serum β-catenin level in Egypt. GENE REPORTS 2022. [DOI: 10.1016/j.genrep.2022.101496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Peng Z, Hu Q, Fang S, Zhang X, Hong X, Tao L, Pan J, Jiang M, Bai H, Wu Y, Zhao X, Zhou C, Chen J, Han Y, Gong Z. Circulating circTOLLIP serves as a diagnostic biomarker for liquid biopsy in non-small cell lung cancer. Clin Chim Acta 2021; 523:415-422. [PMID: 34728180 DOI: 10.1016/j.cca.2021.10.038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 10/22/2021] [Accepted: 10/27/2021] [Indexed: 12/25/2022]
Abstract
BACKGROUND Circular RNAs (CircRNAs) have been found to possess vital functions in tumorigenesis of various cancer types, including non-small cell lung cancer (NSCLC). The aim of this study was to identify and explore the diagnostic values of the newly found Toll interacting protein (TOLLIP)-derived circRNA (circTOLLIP) for liquid biopsy in NSCLC. METHODS RNase R and actinomycin D assays were conducted to confirm the existence and stability of circTOLLIP. RT-qPCR was performed to identify the expression levels of circTOLLIP in NSCLC tumor tissues, whole blood, and cell lines. The diagnostic values were evaluated by receiver operating characteristic (ROC) curve analysis. RESULTS CircTOLLIP was screened as a candidate biomarker and was found to be significantly down-regulated in both NSCLC tissues and cell lines. Interestingly, circulating circTOLLIP was also lower-expressed in the whole blood of patients with NSCLC compared to that of patients with benign lung disease and healthy controls. Importantly, the circulating circTOLLIP represented better diagnostic values in comparison to the traditional tumor markers (NSE, CYFR21-1, and CA72-4), and showed higher stability even though the whole blood was exposed to various tough conditions. CONCLUSIONS Our findings indicate that circTOLLIP can be used as a non-invasive biomarker to distinguish early-stage NSCLC from benign lung diseases and from healthy controls, suggesting the potential application of circTOLLIP for liquid biopsy in NSCLC.
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Affiliation(s)
- Ziyi Peng
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Zhejiang Province Key Laboratory of Pathophysiology, Ningbo University School of Medicine, Ningbo 315211, China
| | - Qiuzhi Hu
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Zhejiang Province Key Laboratory of Pathophysiology, Ningbo University School of Medicine, Ningbo 315211, China
| | - Shuai Fang
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Zhejiang Province Key Laboratory of Pathophysiology, Ningbo University School of Medicine, Ningbo 315211, China
| | - Xun Zhang
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Zhejiang Province Key Laboratory of Pathophysiology, Ningbo University School of Medicine, Ningbo 315211, China
| | - Xin Hong
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Zhejiang Province Key Laboratory of Pathophysiology, Ningbo University School of Medicine, Ningbo 315211, China
| | - Lili Tao
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Zhejiang Province Key Laboratory of Pathophysiology, Ningbo University School of Medicine, Ningbo 315211, China
| | - Jinchang Pan
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Zhejiang Province Key Laboratory of Pathophysiology, Ningbo University School of Medicine, Ningbo 315211, China
| | - Meina Jiang
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Zhejiang Province Key Laboratory of Pathophysiology, Ningbo University School of Medicine, Ningbo 315211, China
| | - Huihui Bai
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Zhejiang Province Key Laboratory of Pathophysiology, Ningbo University School of Medicine, Ningbo 315211, China
| | - Yinuo Wu
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Zhejiang Province Key Laboratory of Pathophysiology, Ningbo University School of Medicine, Ningbo 315211, China
| | - Xiaodong Zhao
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Department of Thoracic Surgery, The Affiliated Hospital of Ningbo University School of Medicine, Ningbo 315020, China
| | - Chengwei Zhou
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Department of Thoracic Surgery, The Affiliated Hospital of Ningbo University School of Medicine, Ningbo 315020, China
| | - Jun Chen
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo 315100, China
| | - Ying Han
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo 315100, China.
| | - Zhaohui Gong
- Department of Biochemistry and Molecular Biology, Ningbo University School of Medicine, Ningbo 315211, China; Zhejiang Province Key Laboratory of Pathophysiology, Ningbo University School of Medicine, Ningbo 315211, China.
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Li T, Huang JB, Lu JG, Li R, Wang Y, Shi XR, Shi MX, Zhang XD. Plasma thymidylate synthase and dihydrofolate reductase mRNA levels as potential predictive biomarkers of pemetrexed sensitivity in patients with advanced non-small cell lung cancer. J Thorac Dis 2020; 12:7313-7319. [PMID: 33447420 PMCID: PMC7797849 DOI: 10.21037/jtd-20-3185] [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] [Indexed: 11/25/2022]
Abstract
Background High levels of thymidylate synthase (TS) and dihydrofolate reductase (DHFR) expression in tumour tissues are an indicator of ineffective responses to pemetrexed-based chemotherapy in various tumours, including non-small cell lung cancer (NSCLC). However, tumour tissues are highly heterogeneous, so a single biopsy may not reflect genetic alterations during disease progression. This study investigated the potential use of plasma TS and DHFR mRNA levels as biomarkers for predicting sensitivity to pemetrexed-based chemotherapy. Methods Plasma samples were obtained from 245 patients with advanced NSCLC and 30 healthy donors. Total RNA was extracted from the plasma samples, and TS and DHFR mRNA levels were determined via real-time PCR. TS and DHFR mRNA levels between cancer patients and healthy controls were compared. The association between plasma TS and DHFR mRNA levels and tumour response to pemetrexed/cisplatin chemotherapy was analysed. Results The plasma TS and DHFR mRNA levels decreased in patients with advanced NSCLC compared with healthy controls. Moreover, plasma TS and DHFR mRNA levels negatively correlated with tumour response to pemetrexed/cisplatin chemotherapy in patients with advanced NSCLC. Overall survival time was prolonged in patients with low TS mRNA expression compared with those with high TS mRNA expression, although the difference was not statistically significant. Conclusions Low expression levels of plasma TS and DHFR mRNA confer increased tumour sensitivity to pemetrexed/cisplatin chemotherapy in patients with advanced NSCLC. The results suggested that plasma TS and DHFR mRNA levels are promising biomarkers for choosing patients who are likely to respond and benefit the most from pemetrexed-based chemotherapy.
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Affiliation(s)
- Tao Li
- Department of Medical Oncology, Nantong Tumor Hospital, Nantong, China
| | - Jin-Bo Huang
- Department of Respiratory Medicine, Affiliated Hospital of Nantong University, Nantong, China
| | - Jun-Guo Lu
- Department of Medical Oncology, Nantong Tumor Hospital, Nantong, China
| | - Rong Li
- Department of Medical oncology, Affiliated Taikang Xianlin Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Yan Wang
- Department of Medical Oncology, Nantong Tumor Hospital, Nantong, China
| | - Xiang-Rong Shi
- Department of Medical Oncology, Nantong Tumor Hospital, Nantong, China
| | - Min-Xin Shi
- Department of Thoracic Surgery, Nantong Tumor Hospital, Nantong, China
| | - Xiao-Dong Zhang
- Department of Medical Oncology, Nantong Tumor Hospital, Nantong, China
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10
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Profiling the circulating mRNA transcriptome in human liver disease. Oncotarget 2020; 11:2216-2232. [PMID: 32577166 PMCID: PMC7289528 DOI: 10.18632/oncotarget.27617] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 05/16/2020] [Indexed: 01/05/2023] Open
Abstract
The human circulation contains cell-free DNA and non-coding microRNA (miRNA). Less is known about the presence of messenger RNA (mRNA). This report profiles the human circulating mRNA transcriptome in people with liver cirrhosis (LC) and hepatocellular carcinoma (HCC) to determine whether mRNA analytes can be used as biomarkers of liver disease. Using RNAseq and RT-qPCR, we investigate circulating mRNA in plasma from HCC and LC patients and demonstrate detection of transcripts representing more than 19,000 different protein coding genes. Remarkably, the circulating mRNA expression levels were similar from person to person over the 21 individuals whose samples were analyzed by RNAseq. Liver derived circulating transcripts such as albumin (ALB), apolipoprotein (APO) A1, A2 & H, serpin A1 & E1, ferritin light chain (FTL) and fibrinogen like 1 (FGL1) were significantly upregulated in HCC patient samples. Higher levels of some of these liver-specific transcripts in the plasma of HCC patients were confirmed by RT-qPCR in another cohort of 20 individuals. Several less abundant circulating transcripts associated with cancer were detected in most HCC samples, but not in healthy subjects. Liver specificity of circulating transcripts was confirmed by investigating their expression in HCC tumor and liver cancer cell lines. Liver specific mRNA sequences in the plasma were predominantly present outside circulating extracellular vesicles. Conclusions: The circulating “mRNA” transcriptome is remarkably consistent in diversity and expression from person to person. Detection of transcripts corresponding to disease selective polypeptides suggests the possibility that circulating mRNA can work as a biomarker analyte for cancer detection.
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11
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Lolomadze EA, Kometova VV, Rodionov VV. Circulating RNA in blood plasma as diagnostic tool for clinical oncology. BULLETIN OF RUSSIAN STATE MEDICAL UNIVERSITY 2020. [DOI: 10.24075/brsmu.2020.040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
One of the key challenges facing today’s oncology is the discovery of early predictors of malignant neoplasms in patients’ biological samples. Liquid biopsy is a noninvasive diagnostic technique based on the detection and isolation of tumor cells, tumor-derived nucleic acid and exosomes circulating in the blood plasma of cancer patients. There is a plethora of research studies of circulating tumor DNA in patients with MN. The active proliferation of tumor cells occurs in the backdrop of altered gene expression. The presence of tissue-specific transcripts in the circulating RNA fraction suggests that levels of circulating RNA reflect the development of the primary tumor. We think that cell-free RNA circulating in the blood plasma is a promising molecular biomarker for early cancer detection.
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Affiliation(s)
- EA Lolomadze
- Kulakov National Medical Research Center for Obstetrics, Gynecology and Perinatology, Moscow, Russia
| | - VV Kometova
- Kulakov National Medical Research Center for Obstetrics, Gynecology and Perinatology, Moscow, Russia
| | - VV Rodionov
- Kulakov National Medical Research Center for Obstetrics, Gynecology and Perinatology, Moscow, Russia
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12
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Metzenmacher M, Váraljai R, Hegedüs B, Cima I, Forster J, Schramm A, Scheffler B, Horn PA, Klein CA, Szarvas T, Reis H, Bielefeld N, Roesch A, Aigner C, Kunzmann V, Wiesweg M, Siveke JT, Schuler M, Lueong SS. Plasma Next Generation Sequencing and Droplet Digital-qPCR-Based Quantification of Circulating Cell-Free RNA for Noninvasive Early Detection of Cancer. Cancers (Basel) 2020; 12:cancers12020353. [PMID: 32033141 PMCID: PMC7073169 DOI: 10.3390/cancers12020353] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 01/29/2020] [Accepted: 01/31/2020] [Indexed: 12/13/2022] Open
Abstract
Early detection of cancer holds high promise for reducing cancer-related mortality. Detection of circulating tumor-specific nucleic acids holds promise, but sensitivity and specificity issues remain with current technology. We studied cell-free RNA (cfRNA) in patients with non-small cell lung cancer (NSCLC; n = 56 stage IV, n = 39 stages I-III), pancreatic cancer (PDAC, n = 20 stage III), malignant melanoma (MM, n = 12 stage III-IV), urothelial bladder cancer (UBC, n = 22 stage II and IV), and 65 healthy controls by means of next generation sequencing (NGS) and real-time droplet digital PCR (RT-ddPCR). We identified 192 overlapping upregulated transcripts in NSCLC and PDAC by NGS, more than 90% of which were noncoding. Previously reported transcripts (e.g., HOTAIRM1) were identified. Plasma cfRNA transcript levels of POU6F2-AS2 discriminated NSCLC from healthy donors (AUC = 0.82 and 0.76 for stages IV and I-III, respectively) and significantly associated (p = 0.017) with the established tumor marker Cyfra 21-1. cfRNA yield and POU6F2-AS transcript abundance discriminated PDAC patients from healthy donors (AUC = 1.0). POU6F2-AS2 transcript was significantly higher in MM (p = 0.044). In summary, our findings support further validation of cfRNA detection by RT-ddPCR as a biomarker for early detection of solid cancers.
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Affiliation(s)
- Martin Metzenmacher
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45122 Essen, Germany; (M.M.); (M.W.); (M.S.)
- Division of Thoracic Oncology, University Medicine Essen-Ruhrlandklinik, University Duisburg-Essen, Tüschener Weg 40, 45239 Essen, Germany
| | - Renáta Váraljai
- Department of Dermatology, University Hospital Essen, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45122 Essen, Germany; (R.V.); (A.R.)
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Hufelandstrasse 55, 45122 Essen, Germany; (I.C.); (J.F.); (B.S.); (N.B.); (J.T.S.)
| | - Balazs Hegedüs
- Department of Thoracic Surgery, Ruhrlandklinik, University Duisburg-Essen, D-45239 Essen, Germany; (B.H.); (C.A.)
| | - Igor Cima
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Hufelandstrasse 55, 45122 Essen, Germany; (I.C.); (J.F.); (B.S.); (N.B.); (J.T.S.)
- DKFZ-Division Translational Neurooncology at the WTZ, DKTK partner site, University Hospital Essen, 45122 Essen, Germany
| | - Jan Forster
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Hufelandstrasse 55, 45122 Essen, Germany; (I.C.); (J.F.); (B.S.); (N.B.); (J.T.S.)
- Chair for Genome Informatics, Department of Human Genetics, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45122 Essen, Germany
| | - Alexander Schramm
- Laboratory for Molecular Oncology, Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, 45122 Essen, Germany;
| | - Björn Scheffler
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Hufelandstrasse 55, 45122 Essen, Germany; (I.C.); (J.F.); (B.S.); (N.B.); (J.T.S.)
- DKFZ-Division Translational Neurooncology at the WTZ, DKTK partner site, University Hospital Essen, 45122 Essen, Germany
| | - Peter A. Horn
- Institute for Transfusion Medicine, University Hospital Essen, 45122 Essen, Germany;
| | - Christoph A. Klein
- Experimental Medicine and Therapy Research, University of Regensburg, 93053 Regensburg, Germany;
- Fraunhofer-Institute for Toxicology and Experimental Medicine, Division of Personalized Tumour Therapy, 93053 Regensburg, Germany
| | - Tibor Szarvas
- Department of Urology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, 45122 Essen, Germany;
- Department of Urology, Semmelweis University, H-1085 Budapest, Hungary
| | - Hennig Reis
- Institute of Pathology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, 45147 Essen, Germany;
| | - Nicola Bielefeld
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Hufelandstrasse 55, 45122 Essen, Germany; (I.C.); (J.F.); (B.S.); (N.B.); (J.T.S.)
- Institute for Developmental Cancer Therapeutics, West German Cancer Center, University Hospital Essen, 45122 Essen, Germany
| | - Alexander Roesch
- Department of Dermatology, University Hospital Essen, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45122 Essen, Germany; (R.V.); (A.R.)
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Hufelandstrasse 55, 45122 Essen, Germany; (I.C.); (J.F.); (B.S.); (N.B.); (J.T.S.)
| | - Clemens Aigner
- Department of Thoracic Surgery, Ruhrlandklinik, University Duisburg-Essen, D-45239 Essen, Germany; (B.H.); (C.A.)
| | - Volker Kunzmann
- Department of Internal Medicine II, University Hospital Würzburg, 97080 Würzburg, Germany;
| | - Marcel Wiesweg
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45122 Essen, Germany; (M.M.); (M.W.); (M.S.)
- Division of Thoracic Oncology, University Medicine Essen-Ruhrlandklinik, University Duisburg-Essen, Tüschener Weg 40, 45239 Essen, Germany
| | - Jens T. Siveke
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Hufelandstrasse 55, 45122 Essen, Germany; (I.C.); (J.F.); (B.S.); (N.B.); (J.T.S.)
- Institute for Developmental Cancer Therapeutics, West German Cancer Center, University Hospital Essen, 45122 Essen, Germany
| | - Martin Schuler
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45122 Essen, Germany; (M.M.); (M.W.); (M.S.)
- Division of Thoracic Oncology, University Medicine Essen-Ruhrlandklinik, University Duisburg-Essen, Tüschener Weg 40, 45239 Essen, Germany
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Hufelandstrasse 55, 45122 Essen, Germany; (I.C.); (J.F.); (B.S.); (N.B.); (J.T.S.)
| | - Smiths S. Lueong
- German Cancer Consortium (DKTK), Partner site University Hospital Essen, Hufelandstrasse 55, 45122 Essen, Germany; (I.C.); (J.F.); (B.S.); (N.B.); (J.T.S.)
- Institute for Developmental Cancer Therapeutics, West German Cancer Center, University Hospital Essen, 45122 Essen, Germany
- Correspondence: ; Tel.: +49-(201)-723-3139
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13
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Yu J, Ding WB, Wang MC, Guo XG, Xu J, Xu QG, Yang Y, Sun SH, Liu JF, Qin LX, Liu H, Yang F, Zhou WP. Plasma circular RNA panel to diagnose hepatitis B virus-related hepatocellular carcinoma: A large-scale, multicenter study. Int J Cancer 2019; 146:1754-1763. [PMID: 31456215 DOI: 10.1002/ijc.32647] [Citation(s) in RCA: 80] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 07/12/2019] [Accepted: 08/05/2019] [Indexed: 12/14/2022]
Abstract
To explore whether plasma circular RNAs (circRNAs) can diagnose hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC), microarray and qPCR were used to identify plasma circRNAs that were increased in HBV-related HCC patients compared to controls (including healthy controls, chronic hepatitis B and HBV-related liver cirrhosis). A logistic regression model was constructed using a training set (n = 313) and then validated using another two independent sets (n = 306 and 526, respectively). Area under the receiver operating characteristic curve (AUC) was used to evaluate diagnostic accuracy. We identified a plasma circRNA panel (CircPanel) containing three circRNAs (hsa_circ_0000976, hsa_circ_0007750 and hsa_circ_0139897) that could detect HCC. CircPanel showed a higher accuracy than AFP (alpha-fetoprotein) to distinguish individuals with HCC from controls in all three sets (AUC, 0.863 [95% confidence interval, CI: 0.819-0.907] vs. 0.790 [0.738-0.842], p = 0.036 in training set; 0.843 [0.796-0.890] vs. 0.747 [0.691-0.804], p = 0.011 in validation set 1 and 0.864 [0.830-0.898] vs. 0.769 [0.728-0.810], p < 0.001 in validation set 2). CircPanel also performed well in detecting Small-HCC (solitary, ≤3 cm), AFP-negative HCC and AFP-negative Small-HCC.
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Affiliation(s)
- Jian Yu
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.,Key Laboratory of Signaling Regulation and Targeting Therapy of Liver Cancer (SMMU), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Hepatobiliary Tumor Biology (EHBH), Shanghai, China
| | - Wen-Bing Ding
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.,Key Laboratory of Signaling Regulation and Targeting Therapy of Liver Cancer (SMMU), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Hepatobiliary Tumor Biology (EHBH), Shanghai, China
| | - Meng-Chao Wang
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.,Key Laboratory of Signaling Regulation and Targeting Therapy of Liver Cancer (SMMU), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Hepatobiliary Tumor Biology (EHBH), Shanghai, China
| | - Xing-Gang Guo
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.,Key Laboratory of Signaling Regulation and Targeting Therapy of Liver Cancer (SMMU), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Hepatobiliary Tumor Biology (EHBH), Shanghai, China
| | - Jian Xu
- Department of Laboratory Diagnosis, Changhai Hospital, Second Military Medical University, Shanghai, China
| | - Qing-Guo Xu
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.,Key Laboratory of Signaling Regulation and Targeting Therapy of Liver Cancer (SMMU), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Hepatobiliary Tumor Biology (EHBH), Shanghai, China
| | - Yuan Yang
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.,Key Laboratory of Signaling Regulation and Targeting Therapy of Liver Cancer (SMMU), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Hepatobiliary Tumor Biology (EHBH), Shanghai, China
| | - Shu-Han Sun
- Department of Medical Genetics, Second Military Medical University, Shanghai, China.,Shanghai Key Laboratory of Cell Engineering (14DZ2272300), Shanghai, China
| | - Jing-Feng Liu
- Mengchao Hepatobiliary Hospital, Fujian Medical University, Fuzhou, China
| | - Lun-Xiu Qin
- Department of General Surgery, Huashan Hospital and Cancer Metastasis Institute, and Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Hui Liu
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.,Key Laboratory of Signaling Regulation and Targeting Therapy of Liver Cancer (SMMU), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Hepatobiliary Tumor Biology (EHBH), Shanghai, China
| | - Fu Yang
- Department of Medical Genetics, Second Military Medical University, Shanghai, China.,Shanghai Key Laboratory of Cell Engineering (14DZ2272300), Shanghai, China
| | - Wei-Ping Zhou
- The Third Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.,Key Laboratory of Signaling Regulation and Targeting Therapy of Liver Cancer (SMMU), Ministry of Education, Shanghai, China.,Shanghai Key Laboratory of Hepatobiliary Tumor Biology (EHBH), Shanghai, China
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14
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Cheung KWE, Choi SYR, Lee LTC, Lee NLE, Tsang HF, Cheng YT, Cho WCS, Wong EYL, Wong SCC. The potential of circulating cell free RNA as a biomarker in cancer. Expert Rev Mol Diagn 2019; 19:579-590. [PMID: 31215265 DOI: 10.1080/14737159.2019.1633307] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2019] [Accepted: 06/14/2019] [Indexed: 01/15/2023]
Abstract
Introduction: It is now clear that circulating cell-free ribonucleic acids (ccfRNAs), including messenger RNA (mRNA) and miRNA, are potential cancer biomarkers. As ccfmiRNA is relatively more stable than ccfmRNA, research should concentrate on developing novel methods to preserve the stability of ccfmRNA and standardization of the protocol which includes extraction, detection, and multicenter validation. Areas covered: This literature review concentrates on the potential of ccfRNA being used as a biomarker in cancer, with special focus on mRNAs and microRNAs (miRNAs). Expert opinion: With the advancement of high-throughput technologies such as RNA sequencing, a panel of biomarkers will be used for the diagnosis, prognosis and therapeutic monitoring of cancer patients. In order to achieve this important target, bioinformatics education to pathologists, scientists, and technologists in molecular diagnostic laboratories is essential. Moreover, the panel of these new ccfRNAs biomarkers has to obtain approval or clearance from an authority such as the US Food and Drug Administration (FDA), and the standard of utilizing these new protocols has to be recognized via accreditation exercise. Therefore, there is still a long way to go before an extensively use of ccfRNA biomarkers in cancer patients can be realized.
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Affiliation(s)
- Ka Wan Emily Cheung
- a Department of Health Technology and Informatics, Faculty of Health and Social Sciences , Hong Kong Polytechnic University , Hong Kong Special Administrative Region , China
| | - Sin-Yu Rachel Choi
- a Department of Health Technology and Informatics, Faculty of Health and Social Sciences , Hong Kong Polytechnic University , Hong Kong Special Administrative Region , China
| | - Lok Ting Claire Lee
- a Department of Health Technology and Informatics, Faculty of Health and Social Sciences , Hong Kong Polytechnic University , Hong Kong Special Administrative Region , China
| | - Nga Lam Ella Lee
- a Department of Health Technology and Informatics, Faculty of Health and Social Sciences , Hong Kong Polytechnic University , Hong Kong Special Administrative Region , China
| | - Hin Fung Tsang
- a Department of Health Technology and Informatics, Faculty of Health and Social Sciences , Hong Kong Polytechnic University , Hong Kong Special Administrative Region , China
| | - Yin Tung Cheng
- a Department of Health Technology and Informatics, Faculty of Health and Social Sciences , Hong Kong Polytechnic University , Hong Kong Special Administrative Region , China
| | - William Chi Shing Cho
- b Department of Clinical Oncology , Queen Elizabeth Hospital, Kowloon , Hong Kong Special Administrative Region , China
| | - Elaine Yue Ling Wong
- a Department of Health Technology and Informatics, Faculty of Health and Social Sciences , Hong Kong Polytechnic University , Hong Kong Special Administrative Region , China
| | - Sze Chuen Cesar Wong
- a Department of Health Technology and Informatics, Faculty of Health and Social Sciences , Hong Kong Polytechnic University , Hong Kong Special Administrative Region , China
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15
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Molnár B, Galamb O, Kalmár A, Barták BK, Nagy ZB, Tóth K, Tulassay Z, Igaz P, Dank M. Circulating cell-free nucleic acids as biomarkers in colorectal cancer screening and diagnosis - an update. Expert Rev Mol Diagn 2019; 19:477-498. [PMID: 31046485 DOI: 10.1080/14737159.2019.1613891] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 04/29/2019] [Indexed: 12/15/2022]
Abstract
Introduction: Screening methods for one of the most frequently diagnosed malignancy, colorectal cancer (CRC), have limitations. Circulating cell-free nucleic acids (cfNA) hold clinical relevance as screening, prognostic and therapy monitoring markers. Area covered: In this review, we summarize potential CRC-specific cfNA biomarkers, the recently developed sample preparation techniques, their applications, and pitfalls. Expert opinion: Automated extraction of cfDNA is highly reproducible, however, cfDNA yield is less compared to manual isolation. Quantitative and highly sensitive detection techniques (e.g. digital PCR, NGS) can be applied to analyze genetic and epigenetic changes. Detection of DNA mutations or methylation in cfDNA and related altered levels of mRNA, miRNA, and lncRNA may improve early cancer recognition, based on specific, CRC-related patterns. Detection of cfDNA mutations (e.g. TP53, KRAS, APC) has limited diagnostic sensitivity (40-60%), however, methylated DNA including SEPT9, SFRP1, SDC2 can be applied with higher sensitivity (up to 90%) for CRC. Circulating miRNAs (e.g. miR-21, miR-92, miR-141) provide comparably high sensitivity for CRC as the circulating tumor cell mRNA markers (e.g. EGFR, CK19, CK20, CEA). Automation of cfNA isolation coupled with quantitative analysis of CRC-related, highly sensitive biomarkers may enhance CRC screening and early detection in the future.
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Affiliation(s)
- Béla Molnár
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
- b MTA-SE Molecular Medicine Research Unit , Hungarian Academy of Sciences and Semmelweis University , Budapest , Hungary
| | - Orsolya Galamb
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
- b MTA-SE Molecular Medicine Research Unit , Hungarian Academy of Sciences and Semmelweis University , Budapest , Hungary
| | - Alexandra Kalmár
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
- b MTA-SE Molecular Medicine Research Unit , Hungarian Academy of Sciences and Semmelweis University , Budapest , Hungary
| | - Barbara Kinga Barták
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Zsófia Brigitta Nagy
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Kinga Tóth
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
| | - Zsolt Tulassay
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
- b MTA-SE Molecular Medicine Research Unit , Hungarian Academy of Sciences and Semmelweis University , Budapest , Hungary
| | - Péter Igaz
- a 2nd Department of Internal Medicine , Semmelweis University , Budapest , Hungary
- b MTA-SE Molecular Medicine Research Unit , Hungarian Academy of Sciences and Semmelweis University , Budapest , Hungary
| | - Magdolna Dank
- c Department of Oncology , Semmelweis University , Budapest , Hungary
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16
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Monitoring tumour burden and therapeutic response through analysis of circulating tumour DNA and extracellular RNA in multiple myeloma patients. Leukemia 2019; 33:2022-2033. [PMID: 30992504 DOI: 10.1038/s41375-019-0469-x] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Revised: 01/17/2019] [Accepted: 03/18/2019] [Indexed: 12/12/2022]
Abstract
Monitoring tumour burden and therapeutic response through analyses of circulating cell-free tumour DNA (ctDNA) and extracellular RNA (exRNA) in multiple myeloma (MM) patients were performed in a Phase Ib trial of 24 relapsed/refractory patients receiving oral azacitidine in combination with lenalidomide and dexamethasone. Mutational characterisation of paired BM and PL samples at study entry identified that patients with a higher number of mutations or a higher mutational fractional abundance in PL had significantly shorter overall survival (OS) (p = 0.005 and p = 0.018, respectively). A decrease in ctDNA levels at day 5 of cycle 1 of treatment (C1D5) correlated with superior progression-free survival (PFS) (p = 0.017). Evaluation of exRNA transcripts of candidate biomarkers indicated that high CRBN levels coupled with low levels of SPARC at baseline were associated with shorter OS (p = 0.000003). IKZF1 fold-change <0.05 at C1D5 was associated with shorter PFS (p = 0.0051) and OS (p = 0.0001). Furthermore, patients with high baseline CRBN coupled with low fold-change at C1D5 were at the highest risk of progression (p = 0.0001). In conclusion, this exploratory analysis has provided the first demonstration in MM of ctDNA for predicting disease outcome and of the utility of exRNA as a biomarker of therapeutic response.
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17
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Sole C, Arnaiz E, Manterola L, Otaegui D, Lawrie CH. The circulating transcriptome as a source of cancer liquid biopsy biomarkers. Semin Cancer Biol 2019; 58:100-108. [PMID: 30684535 DOI: 10.1016/j.semcancer.2019.01.003] [Citation(s) in RCA: 86] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2018] [Revised: 01/16/2019] [Accepted: 01/22/2019] [Indexed: 02/07/2023]
Abstract
Non-invasive biomarkers or liquid biopsies have the potential to revolutionise cancer patient management as repeated sampling allows real-time monitoring of disease progression and response to treatment. This allows for earlier intervention and dynamic treatment management; both cornerstones of personalised medicine. The circulating transcriptome represents a rich source of potential cancer biomarkers that includes many classes of RNA, both coding and non-coding, that are only now beginning to be explored. In particular the increasing power and availability of RNAseq techniques have pushed studies beyond circulating miRNAs, to other classes of RNA including mRNA, snRNA, snoRNA, piRNA, YRNA, lncRNA and circRNA. In this review we focus on the emerging potential for these different classes of RNA as cancer biomarkers, and in particular the barriers and limitations that remain to be overcome if these molecules are to become part of routine clinical practice.
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Affiliation(s)
- Carla Sole
- Molecular Oncology Group, Biodonostia Research Institute, Paseo Doctor Begiristain, s/n, San Sebastián, 20014, Spain
| | - Esther Arnaiz
- Molecular Oncology Group, Biodonostia Research Institute, Paseo Doctor Begiristain, s/n, San Sebastián, 20014, Spain
| | - Lorea Manterola
- Molecular Oncology Group, Biodonostia Research Institute, Paseo Doctor Begiristain, s/n, San Sebastián, 20014, Spain
| | - David Otaegui
- Multiple Sclerosis Group, Biodonostia Research Institute, Paseo Doctor Begiristain, s/n, San Sebastián, 20014, Spain
| | - Charles H Lawrie
- Molecular Oncology Group, Biodonostia Research Institute, Paseo Doctor Begiristain, s/n, San Sebastián, 20014, Spain; Radcliffe Department of Medicine, University of Oxford, John Radcliffe Hospital, Oxford, OX3 9DU, United Kingdom; IKERBASQUE, Basque Foundation for Science, María Díaz Haroko Kalea, 3, 48013, Bilbao, Spain.
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18
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Ma J, Zhang L, Yang P, Zeng ZC, Xiang ZL. Integrated analysis of long noncoding RNA expression profiles in lymph node metastasis of hepatocellular carcinoma. Gene 2018; 676:47-55. [PMID: 29981417 DOI: 10.1016/j.gene.2018.07.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2018] [Revised: 06/15/2018] [Accepted: 07/01/2018] [Indexed: 02/08/2023]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is one of the most common malignancies worldwide, and metastasis of HCC is the leading cause of poor prognosis. Among all the extrahepatic metastases, lymph node metastasis (LNM) is common, second only to lung metastasis. However, the pathogenesis of HCC LNM remains largely unknown. METHODS Microarray was performed to investigate the long noncoding RNA (lncRNA) and messenger RNA (mRNA) expression profiles in serum samples from HCC LNM patients (N = 4) and HCC non-LNM controls (N = 5). Subsequently, quantitative reverse transcription-polymerase chain reaction (qRT-PCR) was applied to validate the expression levels of randomly selected differential lncRNAs and mRNAs. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were employed to explore the potential functions of differentially expressed mRNAs. Co-expression networks were further constructed to elucidate the interactions of the differential genes and to speculate on the potential functions of the dominant lncRNAs. In this research, we attempted to illuminate the correlations between lncRNA and HCC LNM. RESULTS Compared with the non-LNM group, a total of 234 lncRNAs and 58 mRNAs were obtained as significantly dysregulated genes in LNM group (p < 0.05, fold change ≥ 2). Functional enrichment analyses showed that upregulated mRNAs are mostly enriched for glucose-6-phosphate dehydrogenase activity, biotin binding and AP-3 adaptor complex, while the downregulated mRNAs are enriched for macrophage colony-stimulating factor receptor binding, succinate-CoA ligase activity and palmitoyltransferase activity. In addition, coexpression network revealed that the dominant lncRNAs are potential participants of protein metabolic process, integral component of membrane, RNA binding, Golgi apparatus, as well as focal adhesion pathway. CONCLUSION This study first revealed the expression profiles and potential functions of dysregulated lncRNAs and mRNAs in HCC LNM, which may provide novel clues for further studies on HCC LNM.
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Affiliation(s)
- Jie Ma
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Li Zhang
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ping Yang
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhao-Chong Zeng
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Zuo-Lin Xiang
- Department of Radiation Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
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19
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Xue VW, Ng SSM, Leung WW, Ma BBY, Cho WCS, Au TCC, Yu ACS, Tsang HFA, Wong SCC. The Effect of Centrifugal Force in Quantification of Colorectal Cancer-Related mRNA in Plasma Using Targeted Sequencing. Front Genet 2018; 9:165. [PMID: 29868115 PMCID: PMC5963087 DOI: 10.3389/fgene.2018.00165] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Accepted: 04/26/2018] [Indexed: 12/24/2022] Open
Abstract
In our previous study, we detected the effects of centrifugal forces on plasma RNA quantification by quantitative reverse transcription PCR. The aims of this study were to perform targeted mRNA sequencing and data analysis in healthy donors' plasma prepared by two centrifugation protocols and to investigate the effects of centrifugal forces on plasma mRNA quality and quantity. Targeted mRNA sequencing was performed using a custom panel with 108 colorectal cancer-related genes in 18 healthy donors' plasma that prepared by (1) 3,500 g for 10 min at 4°C and (2) 1,600 g for 10 min at 4°C followed by 16,000 g for 10 min at 4°C. Results showed that plasma ribosomal RNA was detected in 16/18 (88.9%) 3,500 g and 6/18 (33.3%) 1,600 g followed by 16,000 g centrifuged plasma. For targeted sequencing, 75/108 (69.4%) and 86/108 (79.6%) genes were detected in 3,500 and 1,600 g followed by 16,000 g, respectively, while 16/108 (14.8%) genes were not detected in both centrifugations. Detailed analysis showed that 2 of 108 (1.85%) genes showed lower expressions in 3,500 g than in 1,600 g followed by 16,000 g. The median expressions of genes in 3,500 g were positively correlated with the expressions in 1,600 g followed by 16,000 g (R2 = 0.9471, P < 0.0001, Spearman rank correlation). Meanwhile, plasma samples were not distinctively clustered based on centrifugal forces according to hierarchical clustering. Targeted mRNA sequencing and subsequent data analysis were performed in this study to investigate the effects of two different centrifugal forces that are commonly used in plasma collection. Our targeted sequencing results help to understand the centrifugal force effects on plasma mRNA, and these findings show that the centrifugation protocol for plasma mRNA research using targeted sequencing can be standardized which facilitates multicenter studies for comparison and quality assurance in the future.
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Affiliation(s)
- Vivian Weiwen Xue
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Simon Siu Man Ng
- Department of Surgery, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Wing Wa Leung
- Department of Surgery, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Brigette Buig Yue Ma
- State Key Laboratory in Oncology in South China, Sir YK Pao Centre for Cancer, Department of Clinical Oncology, Hong Kong Cancer Institute and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong
| | | | - Thomas Chi Chuen Au
- State Key Laboratory in Oncology in South China, Sir YK Pao Centre for Cancer, Department of Clinical Oncology, Hong Kong Cancer Institute and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Allen Chi Shing Yu
- Department of Computer Science, University of Oxford, Oxford, United Kingdom
| | - Hin Fung Andy Tsang
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Sze Chuen Cesar Wong
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, Hong Kong Polytechnic University, Kowloon, Hong Kong
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20
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Wong HL, Ng LPW, Koh SP, Chan LWC, Wong EYK, Xue VW, Tsang HFA, Chan AKC, Chiu KY, Cheuk W, Wong SCC. Hotspot KRAS exon 2 mutations in CD166 positive colorectal cancer and colorectal adenoma cells. Oncotarget 2018; 9:20426-20438. [PMID: 29755662 PMCID: PMC5945530 DOI: 10.18632/oncotarget.24921] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Accepted: 01/20/2018] [Indexed: 12/19/2022] Open
Abstract
Colorectal cancer (CRC) is the third most common cancer and the fourth leading cause of cancer deaths worldwide. Recent studies have shown that cancer stem cells (CSCs) are an important cause of tumor recurrence and metastasis. We hypothesized that CSCs marker CD166-positive CRC and colorectal adenoma (CAD) cells consist of more hotspot mutations than CD166-negative CRC and colorectal adenoma cells. To verify this, formalin fixed paraffin embedded tissue specimens from 42 patients each with CRC and CAD were recruited and CD166 immunohistochemical (IHC) staining followed by macrodissection was performed. DNA extracted was used for quantitative polymerase chain reaction detection on a somatic mutation array. Results showed that the immunoreactivity of CD166 protein had significant difference among CRC, CAD, and normal colorectal epithelial tissues (NCET) (P < 0.0001, Kruskal-Wallis test). Moreover, nucleotide changes were found in APC, KRAS, P53, PIK3CA, FBXW7 and SRC genes. Among those genes, KRAS exon 2 mutations were validated in another cohort of 70 CRC and 72 CAD specimens. Results showed that the difference in percentage of KRAS exon 2 mutations between CD166 positive and CD166 negative CRC specimens was significant (P < 0.05, chi-square test). Long term follow-up of the CRC patients showed that CD166-positive KRAS exon 2 mutations was useful in discriminating CRC patients with worse outcome. This study has provided evidence that KRAS exon 2 mutations are concentrated in CD166-positive cancer cells, with prognostic significance in CRC, and those mutations are also detected in CAD.
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Affiliation(s)
- Hung Lai Wong
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region
| | - Lawrence Po Wah Ng
- Department of Pathology, Queen Elizabeth Hospital, Kowloon Central Cluster, Hospital Authority, Hong Kong Special Administrative Region
| | - Su Pin Koh
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region
| | - Lawrence Wing Chi Chan
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region
| | - Evelyn Yin Kwan Wong
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region
| | - Vivian Weiwen Xue
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region
| | - Hin Fung Andy Tsang
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region
| | - Amanda Kit Ching Chan
- Department of Pathology, Queen Elizabeth Hospital, Kowloon Central Cluster, Hospital Authority, Hong Kong Special Administrative Region
| | - Ka Yue Chiu
- Department of Pathology, Queen Elizabeth Hospital, Kowloon Central Cluster, Hospital Authority, Hong Kong Special Administrative Region
| | - Wah Cheuk
- Department of Pathology, Queen Elizabeth Hospital, Kowloon Central Cluster, Hospital Authority, Hong Kong Special Administrative Region
| | - Sze Chuen Cesar Wong
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region
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21
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Zhou D, Tang W, Liu X, An HX, Zhang Y. Clinical verification of plasma messenger RNA as novel noninvasive biomarker identified through bioinformatics analysis for lung cancer. Oncotarget 2018; 8:43978-43989. [PMID: 28410204 PMCID: PMC5546455 DOI: 10.18632/oncotarget.16701] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 03/08/2017] [Indexed: 12/17/2022] Open
Abstract
Lung cancer (LC) remains associated with significant mortality worldwide. The lack of reliable noninvasive biomarkers and targeted therapies contributes to poor survival rate. Herein, we initially took advantage of the public microarray data from Oncomine database to filter messenger RNAs (mRNAs) as potential biomarkers. Subsequently, clinical validation was applied to identify candidate noninvasive biomarkers in plasma from patients with LC. Through comprehensive analysis of transcriptional expression profiles across 12 studies, top 6 over- and underexpressed mRNAs were generated. Then, a pair of matched plasma samples from LC patient and normal control was detected by RT-PCR, and three genes with positive bands were selected for further validation. Finally, qPCR was conducted to further assess values of the three identified genes. We displayed with high confidence that two cell-free mRNAs (HJURP and ADAMTS8) were expressed at significantly levels compared to normal controls. Receiver-operating characteristic (ROC) curves on the diagnostic efficacy of plasma HJURP and ADAMTS8 mRNAs in LC diagnosis showed that the area under the ROC (AUC) was 0.6960 and 0.6877; sensitivity was 66.0% and 83.7%; specificity was 78.6% and 71.4%, respectively. Combined ROC analyses using these two biomarkers revealed an elevated AUC of 0.75. Furthermore, the higher HJURP level could be associated with early-stage LC while lower ADAMTS8 level could be correlated with non-small cell lung cancer. Collectively, circulating HJURP and ADAMTS8 mRNAs are promising noninvasive biomarkers for LC diagnosis. Our integrative strategy provides new insights into novel noninvasive biomarker identification for other types of cancer.
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Affiliation(s)
- Dan Zhou
- Department of Medical Oncology, The First Affiliated Hospital of Xiamen University, Xiamen, Fujian, China.,Xiamen Institute of Rare Earth Materials, Chinese Academy of Sciences and Key Laboratory of Design and Assembly of Functional Nanostructures, Fujian Provincial Key Laboratory of Nanomaterials, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Xiamen, Fujian, China
| | - Weiwei Tang
- Department of Medical Oncology, The First Affiliated Hospital of Xiamen University, Xiamen, Fujian, China
| | - Xinli Liu
- Department of Medical Oncology, The First Affiliated Hospital of Xiamen University, Xiamen, Fujian, China
| | - Han-Xiang An
- Department of Medical Oncology, The First Affiliated Hospital of Xiamen University, Xiamen, Fujian, China
| | - Yun Zhang
- Department of Medical Oncology, The First Affiliated Hospital of Xiamen University, Xiamen, Fujian, China.,Xiamen Institute of Rare Earth Materials, Chinese Academy of Sciences and Key Laboratory of Design and Assembly of Functional Nanostructures, Fujian Provincial Key Laboratory of Nanomaterials, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Xiamen, Fujian, China
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22
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Cao B, Zhou X, Yang W, Ma J, Zhou W, Fan D, Hong L. The role of cell-free DNA in predicting colorectal cancer prognosis. Expert Rev Gastroenterol Hepatol 2018; 12:39-48. [PMID: 28838275 DOI: 10.1080/17474124.2017.1372191] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Colorectal cancer is a cancer of the digestive system with poor prognosis. Cell-free DNA has received much attention with its unique predominance, especially in colorectal cancer. Areas covered: This study has summarized recent advancements and challenges regarding cell-free DNA in predicting CRC prognosis. Furthermore, the authors make predictions on the potential developments concerning cell-free DNA in future prognosis prediction techniques. Expert commentary: Cell-free DNA has the value of predicting CRC prognosis as an important biomarke. Further clinical trials should be performed to promote translating cell-free DNA into clinical applications.
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Affiliation(s)
- Bo Cao
- a The First Brigade of Student , Fourth Military Medical University , Xi'an , China
| | - Xin Zhou
- a The First Brigade of Student , Fourth Military Medical University , Xi'an , China
| | - Wanli Yang
- b State Key Laboratory of Cancer Biology and Xijing Hospital of Digestive Diseases , Fourth Military Medical University , Xi'an , China
| | - Jiaojiao Ma
- b State Key Laboratory of Cancer Biology and Xijing Hospital of Digestive Diseases , Fourth Military Medical University , Xi'an , China
| | - Wei Zhou
- b State Key Laboratory of Cancer Biology and Xijing Hospital of Digestive Diseases , Fourth Military Medical University , Xi'an , China
| | - Daiming Fan
- b State Key Laboratory of Cancer Biology and Xijing Hospital of Digestive Diseases , Fourth Military Medical University , Xi'an , China
| | - Liu Hong
- b State Key Laboratory of Cancer Biology and Xijing Hospital of Digestive Diseases , Fourth Military Medical University , Xi'an , China
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23
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Shen J, Kong W, Wu Y, Ren H, Wei J, Yang Y, Yang Y, Yu L, Guan W, Liu B. Plasma mRNA as liquid biopsy predicts chemo-sensitivity in advanced gastric cancer patients. J Cancer 2017; 8:434-442. [PMID: 28261345 PMCID: PMC5332895 DOI: 10.7150/jca.17369] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2016] [Accepted: 11/14/2016] [Indexed: 12/18/2022] Open
Abstract
Predictive biomarkers based individualized chemotherapy can improve efficacy. However, for those advanced patients, it may be impossible to obtain the tissues from operation. Tissues from biopsy may not be always enough for gene detection. Thus, biomarker from blood could be a non-invasive and useful tool to provide real-time information in the procedure of treatment. To further understand the role of plasma mRNA in chemo-efficiency prediction, several mRNA expression levels were assessed in plasma and paired tumor tissues from 133 locally advanced gastric cancer patients (stage III), and mRNA levels were correlated with chemosensitivity to docetaxel, pemetrexed, platinum, and irinotecan. mRNA expression level in 64 advanced gastric cancer patients (stage IV) was also examined (55 in test group, and 9 in control), and chemotherapy in the test group were given according to the plasma gene detection. As a result, in the 133 patients with locally advanced gastric cancer (Stage III), correlations were observed between the mRNA expression of plasma/tumor BRCA1 levels and docetaxel sensitivity (P<0.001), plasma/tumor TS and pemetrexed sensitivity (P<0.001), plasma/tumor BRCA1 and platinum sensitivity (plasma, P=0.016; tumor, P<0.001), and plasma/tumor TOPO1 and irinotecan sensitivity (plasma, P=0.015; tumor, P=0.011). Among another 64 patients with advanced cancer (Stage IV), the median OS of test group was 15.5m (95% CI=10.1 to 20.9m), the PFS was 9.1m (95% CI=8.0 to 10.2m), which were significant longer than the control (P=0.047 for OS, P=0.038 for PFS). The mortality risk was higher in the control than patients treated according to the plasma gene detection (HR in the control=2.34, 95% CI=0.93 to 5.88, P=0.071). Plasma mRNA as liquid biopsy could be ideal recourse for examination to predict chemo-sensitivity in gastric cancer.
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Affiliation(s)
- Jie Shen
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing 210008, China
| | - Weiwei Kong
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing 210008, China
| | - Yuanna Wu
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing 210008, China
| | - Haozhen Ren
- Department of Surgery, Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Rd, Nanjing 210008, China
| | - Jia Wei
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing 210008, China
| | - Yang Yang
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing 210008, China
| | - Yan Yang
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing 210008, China
| | - Lixia Yu
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing 210008, China
| | - Wenxian Guan
- Department of Surgery, Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Rd, Nanjing 210008, China
| | - Baorui Liu
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing 210008, China
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24
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Villano V, Di Stadio CS, Federico A, Altieri F, Miselli G, De Palma M, Rippa E, Arcari P. Gastrokine 1 mRNA in human sera is not informative biomarker for gastric cancer. J Negat Results Biomed 2016; 15:14. [PMID: 27452910 PMCID: PMC4959057 DOI: 10.1186/s12952-016-0057-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Accepted: 06/14/2016] [Indexed: 12/12/2022] Open
Abstract
Background We aimed to ascertain if Gastrokine 1 mRNA in the sera of patients with gastric cancer might be an informative biomarker for the disease. Results Analysis of GKN1 mRNA in serum samples from healthy individuals (n = 23) and from patients with diagnosis of gastric cancer (n = 16), performed by using absolute quantification based on standard curve method, did not show any significative statistical difference between the two unpaired group of individuals. Conclusions Our preliminary results did not confirm GKN1 as a potential biomarker for gastric cancer.
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Affiliation(s)
- Valentina Villano
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Via S. Pansini 5, I-8031, Naples, Italy
| | - Chiara Stella Di Stadio
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Via S. Pansini 5, I-8031, Naples, Italy
| | - Antonella Federico
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Via S. Pansini 5, I-8031, Naples, Italy
| | - Filomena Altieri
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Via S. Pansini 5, I-8031, Naples, Italy
| | - Giuseppina Miselli
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Via S. Pansini 5, I-8031, Naples, Italy
| | | | - Emilia Rippa
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Via S. Pansini 5, I-8031, Naples, Italy.
| | - Paolo Arcari
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Via S. Pansini 5, I-8031, Naples, Italy. .,CEINGE, Advanced Biotechnology scarl, Naples, Italy.
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25
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Labib M, Sargent EH, Kelley SO. Electrochemical Methods for the Analysis of Clinically Relevant Biomolecules. Chem Rev 2016; 116:9001-90. [DOI: 10.1021/acs.chemrev.6b00220] [Citation(s) in RCA: 555] [Impact Index Per Article: 61.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Mahmoud Labib
- Department
of Pharmaceutical Sciences, University of Toronto, Toronto, Ontario M5S 3M2, Canada
| | | | - Shana O. Kelley
- Department
of Pharmaceutical Sciences, University of Toronto, Toronto, Ontario M5S 3M2, Canada
- Institute
of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario M5S 3G4, Canada
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26
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S100A4 in Cancer Metastasis: Wnt Signaling-Driven Interventions for Metastasis Restriction. Cancers (Basel) 2016; 8:cancers8060059. [PMID: 27331819 PMCID: PMC4931624 DOI: 10.3390/cancers8060059] [Citation(s) in RCA: 69] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2016] [Revised: 05/27/2016] [Accepted: 06/09/2016] [Indexed: 02/07/2023] Open
Abstract
The aberrant activity of Wnt signaling is an early step in the transformation of normal intestinal cells to malignant tissue, leading to more aggressive tumors, and eventually metastases. In colorectal cancer (CRC), metastasis accounts for about 90% of patient deaths, representing the most lethal event during the course of the disease and is directly linked to patient survival, critically limiting successful therapy. This review focuses on our studies of the metastasis-inducing gene S100A4, which we identified as transcriptional target of β-catenin. S100A4 increased migration and invasion in vitro and metastasis in mice. In patient CRC samples, high S100A4 levels predict metastasis and reduced patient survival. Our results link pathways important for tumor progression and metastasis: the Wnt signaling pathway and S100A4, which regulates motility and invasiveness. S100A4 suppression by interdicting Wnt signaling has potential for therapeutic intervention. As proof of principle, we applied S100A4 shRNA systemically and prevented metastasis in mice. Furthermore, we identified small molecule inhibitors from high-throughput screens of pharmacologically active compounds employing an S100A4 promoter-driven reporter. Best hits act, as least in part, via intervening in the Wnt pathway and restricted metastasis in mouse models. We currently translate our findings on restricting S100A4-driven metastasis into clinical practice. The repositioned FDA-approved drug niclosamide, targeting Wnt signaling, is being tested in a prospective phase II clinical trial for treatment of CRC patients. Our assay for circulating S100A4 transcripts in patient blood is used to monitor treatment success.
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27
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D'Arcangelo M, Margetts J, Greystoke A. The use of circulating biomarkers in early clinical trials in patients with cancer. Biomark Med 2015; 9:1011-23. [PMID: 26441037 DOI: 10.2217/bmm.15.51] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
The development of targeted therapies has changed the approach to early oncological clinical trial design. Identification of patient populations most likely to derive benefit and the biologically effective dose are now as important as determination of the maximum tolerated dose. Completion of the 'pharmacological audit trail' highlights drugs most likely to progress through to license, so resources can be allocated appropriately. Key to the success of this changing model is the validation/qualification of circulating biomarkers. These might provide a readily accessible and dynamic picture of drug effect, tumor response and toxicity with minimum risk to patients. This review article examines circulating biomarkers currently used in early oncological clinical trials. It considers the evidence for their employment, limitations and challenges for future development.
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Affiliation(s)
- Manolo D'Arcangelo
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, UK.,Northern Centre for Cancer Care, Freeman Hospital, Newcastle upon Tyne, UK
| | - Jane Margetts
- Northern Centre for Cancer Care, Freeman Hospital, Newcastle upon Tyne, UK
| | - Alastair Greystoke
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, UK.,Northern Centre for Cancer Care, Freeman Hospital, Newcastle upon Tyne, UK
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28
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Liang J, Kang X, Halifu Y, Zeng X, Jin T, Zhang M, Luo D, Ding Y, Zhou Y, Yakeya B, Abudu D, Pu X. Secreted frizzled-related protein promotors are hypermethylated in cutaneous squamous carcinoma compared with normal epidermis. BMC Cancer 2015; 15:641. [PMID: 26394929 PMCID: PMC4579584 DOI: 10.1186/s12885-015-1650-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2015] [Accepted: 09/14/2015] [Indexed: 01/05/2023] Open
Abstract
Background The Wnt signaling pathway is abnormally activated in many human cancers. Secreted frizzled-related proteins (SFRPs) function as negative regulators of Wnt signaling and play an important role in carcinogenesis. SFRP promoter hypermethylation has often been identified in human cancers; however, the precise role of SFRPs in cutaneous squamous cell carcinoma (SCC) is unclear. Methods The methylation status of the SFRP family was analyzed in an age-and sex-matched case-control study, including 40 cutaneous SCC cases and 40 normal controls, using the MassARRAY EpiTYPER system. Results The methylation rate of SFRP1, SFRP2, SFRP4, and SFRP5 promoters was significantly higher in cutaneous SCC tissues than in adjacent tissue and normal skin samples. Discussion Our manuscript mainly discussed the average methylation rate of SFRPs (SFRP1, SFRP2, SFRP4, and SFRP5) promoters are significantly high in tumor tissue samples and the average CpG island methylation rate among different pathological levels of cutaneous SCC between these genes are different. Conclusions Our findings suggest that promoter hypermethylation of SFRPs is associated with the development of carcinoma, and could be a useful tumor marker for cutaneous SCC and other types of cancers.
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Affiliation(s)
- Junqin Liang
- Department of Dermatology, The People's Hospital of Xinjiang Uyghur Autonomous Region, Urumqi, 830000, China.
| | - Xiaojing Kang
- Department of Dermatology, The People's Hospital of Xinjiang Uyghur Autonomous Region, Urumqi, 830000, China.
| | - Yilinuer Halifu
- Department of Dermatology, The People's Hospital of Xinjiang Uyghur Autonomous Region, Urumqi, 830000, China.
| | - Xuewen Zeng
- Department of Plastic surgery, The People's Hospital of Xinjiang Uyghur Autonomous Region, Urumchi, 830000, China.
| | - Tianbo Jin
- School of Life Sciences, Northwest University, Xi'an, 710069, China. .,National Engineering Research Center for Miniaturized Detection Systems, Xi'an, 710069, China.
| | - Mingxia Zhang
- School of Life Sciences, Northwest University, Xi'an, 710069, China.
| | - Dong Luo
- Department of Dermatology, The People's Hospital of Xinjiang Uyghur Autonomous Region, Urumqi, 830000, China.
| | - Yuan Ding
- Department of Dermatology, The People's Hospital of Xinjiang Uyghur Autonomous Region, Urumqi, 830000, China.
| | - Yunmin Zhou
- Department of Dermatology, The People's Hospital of Xinjiang Uyghur Autonomous Region, Urumqi, 830000, China.
| | - Buwajier Yakeya
- Department of Dermatology, The People's Hospital of Xinjiang Uyghur Autonomous Region, Urumqi, 830000, China.
| | - Dilinuer Abudu
- Department of Dermatology, The People's Hospital of Xinjiang Uyghur Autonomous Region, Urumqi, 830000, China.
| | - Xiongming Pu
- Department of Dermatology, The People's Hospital of Xinjiang Uyghur Autonomous Region, Urumqi, 830000, China.
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29
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Blood Tests for Colorectal Cancer Screening in the Standard Risk Population. CURRENT COLORECTAL CANCER REPORTS 2015. [DOI: 10.1007/s11888-015-0293-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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30
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Li CM, Chu WY, Wong DL, Tsang HF, Tsui NBY, Chan CML, Xue VWW, Siu PMF, Yung BYM, Chan LWC, Wong SCC. Current and future molecular diagnostics in non-small-cell lung cancer. Expert Rev Mol Diagn 2015; 15:1061-74. [DOI: 10.1586/14737159.2015.1063420] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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31
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Shen J, Wei J, Guan W, Wang H, Ding Y, Qian X, Yu L, Zou Z, Xie L, Costa C, Bivona T, Rosell R, Liu B. Plasma mRNA expression levels of BRCA1 and TS as potential predictive biomarkers for chemotherapy in gastric cancer. J Transl Med 2014; 12:355. [PMID: 25496700 PMCID: PMC4302091 DOI: 10.1186/s12967-014-0355-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2014] [Accepted: 12/04/2014] [Indexed: 12/18/2022] Open
Abstract
Objective Personalized chemotherapy based on predictive biomarkers can maximize efficacy. However, tumor tissue obtained at the time of initial diagnosis will not reflect genetic alterations observed at the time of disease progression. We have examined whether plasma mRNA levels can be a surrogate for tumor levels in predicting chemosensitivity. Methods In 150 gastric cancer patients, mRNA levels of BRCA1 and TS were assessed in plasma and paired tumor tissue. The Mann-Whitney U-test was used to compare mRNA expression levels between tumor samples exhibiting in vitro sensitivity or resistance to docetaxel and pemetrexed. All statistical tests were two-sided. Results There were significant correlations between plasma and tumor mRNA levels of BRCA1 (rho = 0.696, P < 0.001) and TS (rho = 0.620, P < 0.001). BRCA1 levels in plasma (docetaxel-sensitive: 1.25; docetaxel-resistant: 0.50, P < 0.001) and tumor (docetaxel-sensitive: 8.81; docetaxel-resistant: 4.88, P < 0.001) were positively associated with docetaxel sensitivity. TS levels in plasma (pemetrexed-sensitive: 0.90; pemetrexed-resistant: 1.82, P < 0.001) and tumor (pemetrexed-sensitive: 6.56; pemetrexed-resistant: 16.69, P < 0.001) were negatively associated with pemetrexed sensitivity. Conclusions Plasma mRNA expression levels mirror those in the tumor and may have a promising role as potential predictive biomarkers for chemotherapy. Electronic supplementary material The online version of this article (doi:10.1186/s12967-014-0355-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Jie Shen
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing, 210008, China.
| | - Jia Wei
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing, 210008, China.
| | - Wenxian Guan
- Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China.
| | - Hao Wang
- Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China.
| | - Yitao Ding
- Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China.
| | - Xiaoping Qian
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing, 210008, China.
| | - Lixia Yu
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing, 210008, China.
| | - Zhengyun Zou
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing, 210008, China.
| | - Li Xie
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing, 210008, China.
| | - Carlota Costa
- Pangaea Biotech, Dexeus University Institute, Barcelona, Spain.
| | - Trever Bivona
- Department of Medicine, University of California, San Francisco, CA, USA.
| | - Rafael Rosell
- Pangaea Biotech, Dexeus University Institute, Barcelona, Spain. .,Catalan Institute of Oncology, Medical Oncology Service, Hospital Germans Trias i, Pujol, Ctra Canyet s/n, Badalona, 08916, Spain.
| | - Baorui Liu
- The Comprehensive Cancer Centre of Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, 321 Zhongshan Rd, Nanjing, 210008, China.
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Microarray analysis of serum mRNA in patients with head and neck squamous cell carcinoma at whole-genome scale. BIOMED RESEARCH INTERNATIONAL 2014; 2014:408683. [PMID: 24864240 PMCID: PMC4017838 DOI: 10.1155/2014/408683] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2014] [Accepted: 02/24/2014] [Indexed: 12/18/2022]
Abstract
With the increasing demand for noninvasive approaches in monitoring head and neck cancer, circulating nucleic acids have been shown to be a promising tool. We focused on the global transcriptome of serum samples of head and neck squamous cell carcinoma (HNSCC) patients in comparison with healthy individuals. We compared gene expression patterns of 36 samples. Twenty-four participants including 16 HNSCC patients (from 12 patients we obtained blood samples 1 year posttreatment) and 8 control subjects were recruited. The Illumina HumanWG-6 v3 Expression BeadChip was used to profile and identify the differences in serum mRNA transcriptomes. We found 159 genes to be significantly changed (Storey's P value <0.05) between normal and cancer serum specimens regardless of factors including p53 and B-cell lymphoma family members (Bcl-2, Bcl-XL). In contrast, there was no difference in gene expression between samples obtained before and after surgery in cancer patients. We suggest that microarray analysis of serum cRNA in patients with HNSCC should be suitable for refinement of early stage diagnosis of disease that can be important for development of new personalized strategies in diagnosis and treatment of tumours but is not suitable for monitoring further development of disease.
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Comparison of circulating, hepatocyte specific messenger RNA and microRNA as biomarkers for chronic hepatitis B and C. PLoS One 2014; 9:e92112. [PMID: 24643113 PMCID: PMC3958472 DOI: 10.1371/journal.pone.0092112] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2013] [Accepted: 02/17/2014] [Indexed: 11/20/2022] Open
Abstract
Circulating microRNAs have been widely recognized as a novel category of biomarker in a variety of physiological and pathological conditions. Other reports revealed that fragments of organ specific messenger RNAs are also detectable in serum/plasma and can be utilized as sensitive indicators of liver pathology and cancer. In order to assess the sensitivity and reliability of these two class of RNAs as marker of hepatitis B or C induced chronic liver disease, we collected plasma samples from 156 chronic hepatitis B or C patients (HBV active n = 112, HBV carrier n = 19, hepatitis C n = 25) and 22 healthy donors and quantified their circulating mRNA for albumin, HP (haptoglobin), CYP2E1 (cytochrome P450, family 2, subfamily E) and ApoA2 (Apolipoprotein A2) in conjunction with microRNA-122, a well established marker for acute and chronic liver injury. We found that plasma microRNA-122 level is significantly elevated in patients with active HBV but not in HBV carriers. Furthermore, microRNA-122 is not elevated in HCV patients even though their median serum alanine aminotransferase (sALT) was three fold of the healthy donors. Nevertheless, circulating mRNAs, especially albumin mRNA, showed much more sensitivity in distinguishing active hepatitis B, hepatitis B carrier or HCV patientsfrom healthy control. Correlation and multiple linear regression analysis suggested that circulating mRNAs and miRNAs are much more related to HBsAg titre than to sALT. Immunoprecipitation of HBsAg in HBV patients’ plasma resulted in enrichment of albumin and HP mRNA suggesting that fragments of liver specific transcripts can be encapsidated into HBsAg particles. Taken together, our results suggest that hepatocyte specific transcripts in plasma like albumin mRNA showed greater sensitivity and specificity in differentiating HBV or HCV induced chronic liver disease than microRNA-122. Circulating mRNA fragments merit more attention in the quest of next generation biomarkers for various maladies.
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Karabulut S, Duranyıldız D, Tas F, Gezer U, Akyüz F, Serilmez M, Ozgür E, Yasasever CT, Vatansever S, Aykan NF. Clinical significance of serum circulating insulin-like growth factor-1 (IGF-1) mRNA in hepatocellular carcinoma. Tumour Biol 2014; 35:2729-2739. [PMID: 24272080 DOI: 10.1007/s13277-013-1360-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2013] [Accepted: 10/24/2013] [Indexed: 02/07/2023] Open
Abstract
The principal aim of our study was to investigate the usefulness of serum protein and circulating mRNA of insulin-like growth factor-1 (IGF-1) as a diagnostic and prognostic tool in hepatocellular carcinoma (HCC). Fifty-four HCC patients and age- and sex-matched 20 healthy controls were enrolled into this study. Pretreatment serum IGF-1 and IGF-1 mRNA were determined by the solid-phase sandwich ELISA and quantitative RT-PCR method, respectively. The median age at diagnosis was 60 years, range 36-77 years; where majority of group were male (n = 48, 88.8%). All patients had cirrhotic history. Forty-six percent (n = 25) of patients had Child-Pugh score A, 30% (n = 16) had score B or C. All of the patients were treated with local therapies and none of them received sorafenib. The baseline serum IGF-1 mRNA levels were significantly higher in HCC patients than in the control group (p = 0.04), whereas no significant difference was observed for IGF-1 protein levels between the two group (p = 0.18). Patients with history of HBV infection, who were not treated, and who received multiple palliative treatment for HCC had higher serum IGF-1 mRNA levels (p = 0.03, 0.03, and 0.05, respectively). Poor performance status (p < 0.001), viral etiology of cirrhosis (p = 0.03), larger tumor size (p = 0.01), lower serum hemoglobin levels (p = 0.03), and not be treated for HCC (p = 0.001) related to worse survival. However, neither serum IGF-1 nor serum IGF-1 mRNA had significantly adverse effect on survival (p = 0.53 and 0.42, respectively).
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Affiliation(s)
- S Karabulut
- Department of Medical Oncology, Oncology Institute, Istanbul University, Istanbul, Turkey,
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Severity of hepatitis C virus (genotype-3) infection positively correlates with circulating microRNA-122 in patients sera. DISEASE MARKERS 2014; 2014:435476. [PMID: 24696531 PMCID: PMC3948614 DOI: 10.1155/2014/435476] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2013] [Revised: 01/06/2014] [Accepted: 01/09/2014] [Indexed: 01/22/2023]
Abstract
Introduction. Hepatitis C virus (genotype-3) causes acute and chronic hepatitis infection predomination in India. The infectious phase of the virus requires various host factors for its survival and subsequent viral particle production. Small RNA molecules like microRNA-122 (miR-122) are one such factor mostly present in the liver and play a supportive role in viral replication. Objective. In this study, diagnostic potential of miR-122 is evaluated in the sera of chronic hepatitis C patients. Methods. miRNAs were isolated from the sera samples of patients as well as controls and miR-122 expression was quantified by real-time PCR. Results. A significant augmentation was observed in the level of circulating miR-122 (median level, 0.66 versus 0.29, P = 0.001) in patients compared to controls with ROC value of 0.929 ± 0.034 (P < 0.001). Interestingly, miR-122 level also depicted a significant positive correlation with serum ALT (r = 0.53), AST (r = 0.44), and viral load (r = 0.52). Conclusion. The study thus unveiled the role of miR-122 as a plausible diagnostic biomarker during HCV genotype-3 infection in India.
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Yang X, Zeng Z, Hou Y, Yuan T, Gao C, Jia W, Yi X, Liu M. MicroRNA-92a as a potential biomarker in diagnosis of colorectal cancer: a systematic review and meta-analysis. PLoS One 2014; 9:e88745. [PMID: 24551148 PMCID: PMC3925155 DOI: 10.1371/journal.pone.0088745] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2013] [Accepted: 01/10/2014] [Indexed: 12/20/2022] Open
Abstract
INTRODUCTION Previous studies demonstrated that MicroRNA-92a (miR-92a) was significantly differential expressed between colorectal cancer (CRC) patients and control cohorts, which provide timely relevant evidence for miR-92a as a novel promising biomarker in the colorectal cancer patients. This meta-analysis aimed to evaluate potential diagnostic value of plasma miR-92a. METHODS Relevant literatures were collected in PubMed, Embase, Chinese Biomedical Literature Database (CBM), Chinese National Knowledge Infrastructure (CNKI) and Technology of Chongqing (VIP), and Wan Fang Data. Sensitivity, specificity and diagnostic odds ratio (DOR) for miR-92a in the diagnosis of CRC were pooled using random effects models. Summary receiver operating characteristic (SROC) curve analysis and the area under the curve (AUC) were used to estimate the overall test performance. RESULTS This Meta-analysis included six studies with a total of 521 CRC patients and 379 healthy controls. For miR-92a, the pooled sensitivity, specificity and DOR to predict CRC patients were 76% (95% confidence interval [CI]: 72%-79%), 64% (95% confidence interval [CI]: 59%-69%) and 8.05 (95% CI: 3.50-18.56), respectively. In addition, the AUC of miR-92a in diagnosis CRC is 0.7720. CONCLUSIONS MicroRNA-92a might be a novel potential biomarker in the diagnosis of colorectal cancer, and more studies are needed to highlight the theoretical strengths.
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Affiliation(s)
- Xin Yang
- Key Laboratory of Laboratory Medical Diagnostics designated by Chinese Ministry of Education, Chongqing Medical University, Chongqing, China
| | - Zongyue Zeng
- Key Laboratory of Laboratory Medical Diagnostics designated by Chinese Ministry of Education, Chongqing Medical University, Chongqing, China
| | - Yixuan Hou
- Key Laboratory of Laboratory Medical Diagnostics designated by Chinese Ministry of Education, Chongqing Medical University, Chongqing, China
- Experimental Teaching Center of Basic Medicine Science, Chongqing Medical University, Chongqing, China
| | - Taixian Yuan
- Key Laboratory of Laboratory Medical Diagnostics designated by Chinese Ministry of Education, Chongqing Medical University, Chongqing, China
| | - Chao Gao
- Key Laboratory of Laboratory Medical Diagnostics designated by Chinese Ministry of Education, Chongqing Medical University, Chongqing, China
| | - Wei Jia
- Key Laboratory of Laboratory Medical Diagnostics designated by Chinese Ministry of Education, Chongqing Medical University, Chongqing, China
| | - Xiaoyan Yi
- Key Laboratory of Laboratory Medical Diagnostics designated by Chinese Ministry of Education, Chongqing Medical University, Chongqing, China
| | - Manran Liu
- Key Laboratory of Laboratory Medical Diagnostics designated by Chinese Ministry of Education, Chongqing Medical University, Chongqing, China
- * E-mail:
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Wong SCC, He CW, Chan CML, Chan AKC, Wong HT, Cheung MT, Luk LLY, Au TCC, Chiu MK, Ma BBY, Chan ATC. Clinical significance of frizzled homolog 3 protein in colorectal cancer patients. PLoS One 2013; 8:e79481. [PMID: 24255701 PMCID: PMC3821856 DOI: 10.1371/journal.pone.0079481] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2013] [Accepted: 09/23/2013] [Indexed: 01/22/2023] Open
Abstract
Frizzled homolog 3 receptor was up-regulated in several gastrointestinal cancers such as esophageal and gastric cancers. Moreover, frizzled homolog 3 has recently reported to be expressed in colorectal adenoma specimens. In the present study, we investigated the clinical significance of frizzled homolog 3 protein in colorectal cancer patients. Using immunocytochemical staining, frizzled homolog 3 expression was examined in 186 colorectal cancer specimens, 79 colorectal adenoma specimens, 133 colorectal polyp specimens, 127 colorectal cancer specimens with lymph node and/or distant metastasis, 310 specimens of various non-colorectal cancer metastatic carcinomas and 40 specimens with simultaneous occurrence of colorectal cancer, colorectal adenoma and colorectal polyp. Statistical analysis was used to correlate frizzled homolog 3 protein expression to the clinicohistopathological factors, recurrence/metastasis and survival after follow-up for 42 months in colorectal cancer patients. Frizzled homolog 3 protein was expressed in 100% colorectal cancer specimens, 89% colorectal adenoma specimens, 75% colorectal polyp specimens and 69% normal colorectal epithelial tissues. Moreover, frizzled homolog 3 immunocytochemical scores were highly correlated with colorectal cancer progression. Furthermore, frizzled homolog 3 was expressed in a comparatively lower percentage of metastatic hepatocellular carcinoma and metastatic renal clear cell carcinoma with focal and very weak staining than other metastatic tumor types. On the other hand, the frizzled homolog 3 immunocytochemical scores of colorectal adenomas with synchronous colorectal carcinomas were significantly higher than those of pure colorectal adenomas. Statistical analysis showed that frizzled homolog 3 immunocytochemical scores were associated with Dukes stage and lymph node status. Finally, stratified groups of colorectal cancer patients had significant differences in their recurrence/metastasis and survival. In conclusion, the present large-scale study has clearly showed that frizzled homolog 3 protein can generate clinically important information for colorectal cancer patients.
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Affiliation(s)
- Sze Chuen Cesar Wong
- Department of Health Technology and Informatics, Faculty of Health and Social Sciences, Hong Kong Polytechnic University, Hong Kong Special Administrative Region, China
- State Key Laboratory in Oncology in South China, Sir Y K Pao Centre for Cancer, Department of Clinical Oncology, Hong Kong Cancer Institute and Prince of Wales Hospital, the Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
- ∗ E-mail:
| | - Catherine Wan He
- State Key Laboratory in Oncology in South China, Sir Y K Pao Centre for Cancer, Department of Clinical Oncology, Hong Kong Cancer Institute and Prince of Wales Hospital, the Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Charles Ming Lok Chan
- State Key Laboratory in Oncology in South China, Sir Y K Pao Centre for Cancer, Department of Clinical Oncology, Hong Kong Cancer Institute and Prince of Wales Hospital, the Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Amanda Kit Ching Chan
- Department of Pathology, Queen Elizabeth Hospital, Hong Kong Special Administrative Region, China
| | - Heong Ting Wong
- Department of Pathology, Kiang Wu Hospital, Macau Special Administrative Region, China
| | - Moon Tong Cheung
- Department of Surgery, Queen Elizabeth Hospital, Hong Kong Special Administrative Region, China
| | - Lewis Lai Yin Luk
- Department of Surgery, Queen Elizabeth Hospital, Hong Kong Special Administrative Region, China
| | - Thomas Chi Chuen Au
- State Key Laboratory in Oncology in South China, Sir Y K Pao Centre for Cancer, Department of Clinical Oncology, Hong Kong Cancer Institute and Prince of Wales Hospital, the Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Man Kin Chiu
- Department of Pathology, Queen Elizabeth Hospital, Hong Kong Special Administrative Region, China
| | - Brigette Buig Yue Ma
- State Key Laboratory in Oncology in South China, Sir Y K Pao Centre for Cancer, Department of Clinical Oncology, Hong Kong Cancer Institute and Prince of Wales Hospital, the Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Anthony Tak Cheung Chan
- State Key Laboratory in Oncology in South China, Sir Y K Pao Centre for Cancer, Department of Clinical Oncology, Hong Kong Cancer Institute and Prince of Wales Hospital, the Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
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Ng L, Poon RTP, Pang R. Biomarkers for predicting future metastasis of human gastrointestinal tumors. Cell Mol Life Sci 2013; 70:3631-56. [PMID: 23370778 PMCID: PMC11113832 DOI: 10.1007/s00018-013-1266-8] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2012] [Revised: 01/02/2013] [Accepted: 01/10/2013] [Indexed: 12/19/2022]
Abstract
The recent advances in surgery and radiation therapy have significantly improved the prognosis of patients with primary cancer, and the major challenge of cancer treatment now is metastatic disease development. The 5-year survival rate of cancer patients who have distant metastasis at diagnosis is extremely low, suggesting that prediction and early detection of metastasis would definitely improve their prognosis because suitable patient therapeutic management and treatment strategy can be provided. Cancer cells from a primary site give rise to a metastatic tumor via a number of steps which require the involvement and altered expression of many regulators. These regulators may serve as biomarkers for predicting metastasis. Over the past few years, numerous regulators have been found correlating with metastasis. In this review, we summarize the findings of a number of potential biomarkers that are involved in cadherin-catenin interaction, integrin signaling, PI3K/Akt/mTOR signaling and cancer stem cell identification in gastrointestinal cancers. We will also discuss how certain biomarkers are associated with the tumor microenvironment that favors cancer metastasis.
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Affiliation(s)
- Lui Ng
- Department of Surgery, The University of Hong Kong, 102 Pokfulam Road, Hong Kong SAR, China,
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Li C, Li JF, Cai Q, Qiu QQ, Yan M, Liu BY, Zhu ZG. MiRNA-199a-3p: A potential circulating diagnostic biomarker for early gastric cancer. J Surg Oncol 2013; 108:89-92. [PMID: 23733518 DOI: 10.1002/jso.23358] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2012] [Accepted: 05/10/2013] [Indexed: 12/14/2022]
Abstract
BACKGROUND Tumor-associated miRNAs have been detected in serum or plasma. We investigated whether plasma miRNA-199a-3p could be a potential circulating biomarker for early gastric cancer (EGC). METHODS By using real-time qRT-PCR, the expression of miRNA-199a-3p were compared between these pre-operative plasmas from 30 EGC patients and 70 healthy controls, and between these pre-operative and post-operative plasmas. Further validation was on an independent set of plasmas from 50 EGC patients. RESULTS The expression of miRNA-199a-3p (47.5 ± 6.5) in plasma in EGC patients was significantly higher than that from healthy controls (13.9 ± 2.7, P < 0.001) and gastric precancerous diseases (GPD) patients (19.2 ± 2.5, P = 0.004), respectively. Furthermore, the expression levels of miRNA-199a-3p (11.8 ± 2.9, P = 0.012) in the post-operative plasmas were significantly reduced when compared to the pre-operative plasmas. With respect of clinicopathological characteristics, the expression of miRNA-199a-3p in plasma was not associated with the depth of tumor invasion. Moreover, the AUC of the expression of miRNA-199a-3p in plasma for EGC diagnosis was 0.818, which was significantly higher than that of combined tumor markers (0.556). The sensitivity, specificity and accuracy of miRNA-199a-3p expression in plasma for EGC diagnosis were 76%, 74%, and 75%, respectively. CONCLUSIONS Plasma miRNA-199a-3p could be a novel potential diagnostic biomarkers for EGC.
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Affiliation(s)
- Chen Li
- Department of Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
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Wei J, Liu LK, Gao W, Zhu CJ, Liu YQ, Cheng T, Shu YQ. Reduction of Plasma MicroRNA-21 is Associated with Chemotherapeutic Response in Patients with Non-small Cell Lung Cancer. Chin J Cancer Res 2013; 23:123-8. [PMID: 23483517 DOI: 10.1007/s11670-011-0123-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2010] [Accepted: 03/23/2011] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVE To examine plasma microRNA-21 (miR-21) level in patients with non-small cell lung cancer (NSCLC) and its potential correlation with chemotherapeutic response. METHODS 77 NSCLC patients and 36 age and sex-matched healthy controls were included. Plasma miR-21 concentration was examined using a quantitative real-time reverse transcription polymerase chain reaction assay (qRT-PCR). Potential correlation between plasma mir-21 concentrations with chemotherapeutic responses was analyzed in 35 patients with advanced NSCLC (stages IIIB and IV). RESULTS Plasma miR-21 was significantly higher in NSCLC patients relative to the healthy controls (P<0.0001). As a biomarker, plasma mir-21 had a receiver operating characteristic (ROC) curve area of 0.729 with 61.04% sensitivity and 83.33% specificity. Chemotherapeutic response in the 35 patients with advanced NSCLC (stages IIIB and IV) included partial response (PR) (n=11), stable disease and progression disease (SD+PD) (n=24). The overall response rate (CR+PR) was 31.4%. Plasma miR-21 in patients who achieved PR was significantly lower than those who did not respond (SD+PD) (P=0.0487), and comparable to that of the healthy controls (P=0.2744). CONCLUSION Plasma miR-21 is a good biomarker for NSCLC, and could be used to predict responses to chemotherapy.
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Affiliation(s)
- Juan Wei
- Department of Oncology, the First Affiliated Hospital, Nanjing Medical University, Nanjing 210029, China
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García-Olmo DC, Picazo MG, Toboso I, Asensio AI, García-Olmo D. Quantitation of cell-free DNA and RNA in plasma during tumor progression in rats. Mol Cancer 2013; 12:8. [PMID: 23374730 PMCID: PMC3567974 DOI: 10.1186/1476-4598-12-8] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2012] [Accepted: 02/01/2013] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND To clarify the implications of cell-free nucleic acids (cfNA) in the plasma in neoplastic disease, it is necessary to determine the kinetics of their release into the circulation. METHODS To quantify non-tumor and tumor DNA and RNA in the plasma of tumor-bearing rats and to correlate such levels with tumor progression, we injected DHD/K12-PROb colon cancer cells subcutaneously into syngenic BD-IX rats. Rats were sacrificed and their plasma was analyzed from the first to the eleventh week after inoculation. RESULTS The release of large amounts of non-tumor DNA into plasma was related to tumor development from its early stages. Tumor-specific DNA was detected in 33% of tumor-bearing rats, starting from the first week after inoculation and at an increasing frequency thereafter. Animals that were positive for tumor DNA in the plasma had larger tumors than those that were negative (p = 0.0006). However, the appearance of both mutated and non-mutated DNA fluctuated with time and levels of both were scattered among individuals in each group. The release of non-tumor mRNA was unaffected by tumor progression and we did not detect mutated RNA sequences in any animals. CONCLUSIONS The release of normal and tumor cfDNA into plasma appeared to be related to individual-specific factors. The contribution of tumor DNA to the elevated levels of plasma DNA was intermittent. The release of RNA into plasma during cancer progression appeared to be an even more selective and elusive phenomenon than that of DNA.
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Affiliation(s)
- Dolores C García-Olmo
- Experimental Research Unit, General University Hospital of Albacete, C/ Hermanos Falcó 37, 02006, Albacete, Spain.
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Stein U, Burock S, Herrmann P, Wendler I, Niederstrasser M, Wernecke KD, Schlag PM. Circulating MACC1 transcripts in colorectal cancer patient plasma predict metastasis and prognosis. PLoS One 2012; 7:e49249. [PMID: 23166620 PMCID: PMC3498161 DOI: 10.1371/journal.pone.0049249] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2012] [Accepted: 10/04/2012] [Indexed: 12/16/2022] Open
Abstract
Background Metastasis is the most frequent cause of treatment failure and death in colorectal cancer. Early detection of tumors and metastases is crucial for improving treatment strategies and patient outcome. Development of reliable biomarkers and simple tests routinely applicable in the clinic for detection, prognostication, and therapy monitoring is of special interest. We recently identified the novel gene Metastasis-Associated in Colon Cancer 1 (MACC1), a key regulator of the HGF/Met-pathway. MACC1 is a strong prognostic biomarker for colon cancer metastasis and allows identification of high-risk subjects in early stages, when determined in patients’ primary tumors. To overcome the limitation of a restricted number of molecular analyses in tumor tissue, the establishment of a non-invasive blood test for early identification of high-risk cancer patients, for monitoring disease course and therapy response is strongly needed. Methodology/Principal Findings For the first time, we describe a non-invasive assay for quantification of circulating MACC1 transcripts in blood of more than 300 colorectal cancer patients. MACC1 transcript levels are increased in all disease stages of the cancer patients compared to tumor-free volunteers. Highest MACC1 levels were determined in individuals with metastases (all P<0.05). Importantly, high MACC1 levels correlate with unfavorable survival (P<.0001). Combining MACC1 with circulating transcripts of the metastasis gene S100A4, a transcriptional target of the Wnt/β-catenin-pathway, improves survival prediction for newly diagnosed cancer patients. Conclusion/Significance This blood-based assay for circulating MACC1 transcripts, which can be quantitated on a routine basis, is clinically applicable for diagnosis, prognosis, and therapeutic monitoring of cancer patients. Here we demonstrate the diagnostic and prognostic value of circulating MACC1 transcripts in patient plasma for metastasis and survival. Since MACC1 represents a promising target for anti-metastatic therapies, circulating MACC1 transcripts may prove to be an ideal read-out for monitoring therapeutic response of future interventions targeting MACC1-induced metastasis in cancer patients.
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Affiliation(s)
- Ulrike Stein
- Experimental and Clinical Research Center, Charité University Medicine Berlin, at the Max-Delbrück-Center for Molecular Medicine, Berlin, Germany.
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Fernando MR, Norton SE, Luna KK, Lechner JM, Qin J. Stabilization of cell-free RNA in blood samples using a new collection device. Clin Biochem 2012; 45:1497-502. [DOI: 10.1016/j.clinbiochem.2012.07.090] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2012] [Revised: 05/31/2012] [Accepted: 07/04/2012] [Indexed: 11/29/2022]
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Sabol M, Car D, Musani V, Ozretic P, Oreskovic S, Weber I, Levanat S. The Hedgehog signaling pathway in ovarian teratoma is stimulated by Sonic Hedgehog which induces internalization of Patched. Int J Oncol 2012; 41:1411-1418. [PMID: 22797776 DOI: 10.3892/ijo.2012.1554] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2012] [Accepted: 05/29/2012] [Indexed: 02/05/2023] Open
Abstract
The Hedgehog-Gli (Hh-Gli) signaling pathway was examined in ovarian dermoids, which show characteristics of both tumors and developmental malformations. Dermoids are classified as mature teratomas that present differentiation into various tissues, mostly epidermal elements such as glands, multilayered epithelium, hair follicles and occasionally bone and cartilage. Their development is attributed to aberrant meiosis of germinal cells within the ovary. We showed activation of the Hh-Gli signaling in ovarian dermoid primary cultures. Cyclopamine treatment slows down cell proliferation, while the Sonic Hedgehog (Shh) protein stimulates cell proliferation and induces internalization of the Patched (Ptch) protein, which accumulates in the form of granules in the cytoplasm, colocalized with the Shh protein. Cyclopamine treatment decreases Gli1 localization in the nucleus compared to non-treated cells. Based on our observations, the mechanism of Hedgehog activation in the ovarian dermoids could be the ligand-dependent autocrine pathway, which can also be stimulated by paracrine signals.
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Affiliation(s)
- Maja Sabol
- Division of Molecular Medicine, Rudjer Boskovic Institute, 10002 Zagreb, Croatia
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45
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Li C, Li JF, Cai Q, Qiu QQ, Yan M, Liu BY, Zhu ZG. miRNA-199a-3p in plasma as a potential diagnostic biomarker for gastric cancer. Ann Surg Oncol 2012; 20 Suppl 3:S397-405. [PMID: 22956063 DOI: 10.1245/s10434-012-2600-3] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2011] [Indexed: 12/20/2022]
Abstract
BACKGROUND MicroRNA (miRNA) has been shown the potential of cancer diagnosis. We investigated whether plasma miRNA expression could discriminate between patients with and without gastric cancer. METHODS This study was divided into three steps: (1) miRNA microarray profiling on plasma samples from 20 gastric cancer patients and 20 healthy controls; (2) miRNA selection by real-time qRT-PCR on 30 pairs of plasma from patients and controls; and (3) qRT-PCR validation on an independent set of plasma from 180 gastric cancer patients, 80 healthy controls, and 20 patients with gastric precancerous diseases. RESULTS Of the 959 human miRNAs analyzed by microarray, 37 up-regulated miRNAs and seven down-regulated miRNAs were found in gastric cancer plasma. Of the seven discrepant miRNAs validated on the plasma from 30 gastric cancer patients and 30 healthy controls, both miRNA-199a-3p and miRNA-151-5p were significantly elevated (p < 0.05) and were significantly reduced after surgery (p < 0.05) in gastric cancer patients. Further large-scale validation showed that these two miRNAs expressions in plasma were significantly higher in gastric cancer patients than healthy controls and patients with gastric precancerous diseases, respectively. However, only the expression of miRNA-199a-3p in plasma was significantly associated with tumor invasion and with lymph node metastasis and tumor, node, metastasis stage. This marker yielded an area under the receiver operating characteristic curve area of 0.837 with 80 % sensitivity and 74 % specificity in discriminating gastric cancer patients from healthy controls. In gastric cancer tissue, miRNA-199a-3p was expressed in the cytoplasm of tumor cells. CONCLUSIONS miRNA-199a-3p in plasma could be a novel potential diagnostic biomarker for gastric cancer detection.
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Affiliation(s)
- Chen Li
- Shanghai Key Laboratory of Gastric Neoplasms, Department of Surgery, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
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Shen J, Wang H, Wei J, Yu L, Xie L, Qian X, Zou Z, Liu B, Guan W. Thymidylate synthase mRNA levels in plasma and tumor as potential predictive biomarkers for raltitrexed sensitivity in gastric cancer. Int J Cancer 2012; 131:E938-45. [PMID: 22422354 DOI: 10.1002/ijc.27530] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2012] [Accepted: 02/27/2012] [Indexed: 02/03/2023]
Abstract
Different chemotherapeutic agents currently available are effective only in certain subsets of patients. Predictive biomarkers will be helpful in choosing those agents and can improve the clinical efficiency by a more personalized chemotherapeutic approach. Raltitrexed is a novel water-soluble quinazoline folate analogue and can improve the efficiency of gastric cancer treatment, but its predictive biomarker remains unclear. The aim of our study was to investigate the role of plasma and tumor thymidylate synthase (TS) mRNA levels as predictive biomarkers for raltitrexed in gastric cancer. In total, 125 freshly removed gastric tumor specimens and corresponding blood samples before surgery were collected. Raltitrexed sensitivity was determined by histoculture drug response assay procedures. TS mRNA levels in tumor and plasma were determined by quantitative reverse transcription polymerase chain reaction. Plasma TS mRNA level in cancer patients was significantly higher than in healthy subjects (p = 0.009) and was significantly correlated with TS mRNA level in tumor tissues (r = 0.665, p < 0.001). Tumor and plasma TS mRNA expression levels were significantly lower in raltitrexed-sensitive group than in resistant group (p = 0.007 and 0.013, respectively). The sensitivity and accuracy of raltitrexed sensitivity prediction based on plasma TS mRNA levels were 82 and 60%, respectively, whereas the prediction based on tumor TS mRNA reached 70% sensitivity and 68% accuracy. These results indicate that TS mRNA level in plasma can mirror tumor TS mRNA level, and both of them can be used to predict raltitrexed sensitivity in gastric cancer.
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Affiliation(s)
- Jie Shen
- The Comprehensive Cancer Centre, Drum Tower Hospital, Medical School of Nanjing University, Clinical Cancer Institute of Nanjing University, Nanjing, People's Republic of China
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Turchaninova MA, Meshcheriakov AA, Rakhmankulova ZP, Rebrikov DV. [Characterization of circulating RNA in plasma as potential tool for breast cancer diagnostics]. RUSSIAN JOURNAL OF BIOORGANIC CHEMISTRY 2011; 37:393-8. [PMID: 21899055 DOI: 10.1134/s1068162011030186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The representation patterns of 15 cytokines RNA in blood plasma and blood cells of patients with breast cancer and apparently healthy women were investigated. Relative levels of RNA IL-8 and IL-18 in plasma of breast cancer patients are significantly increased compared with control group. At the same time no obvious differences were found in relative concentrations of these transcripts in blood cells of patients and control groups. Relative concentration of IL-8 RNA was higher in blood plasma of locally advanced compared with early breast cancer patients.
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Diagnostic and prognostic value of metastasis inducer S100A4 transcripts in plasma of colon, rectal, and gastric cancer patients. J Mol Diagn 2011; 13:189-98. [PMID: 21354054 DOI: 10.1016/j.jmoldx.2010.10.002] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2010] [Revised: 09/29/2010] [Accepted: 10/05/2010] [Indexed: 12/22/2022] Open
Abstract
Early detection of tumors and metastases is critical for improving treatment strategies and patient outcomes. The development of molecular markers and simple tests that are clinically applicable for detection, prognostication, and therapy monitoring is strongly needed. The gene S100A4 has long been known to act as a metastasis inducer. High S100A4 levels in the primary tumor are prognostic for metachronous metastasis and correlate with reduced patient survival. We provide, for the first time, a plasma-based assay for transcript quantification of S100A4 in gastrointestinal patients' plasma. We conducted a study to define the diagnostic and prognostic power of S100A4 transcripts using 466 plasma samples from colon, rectal, and gastric cancer patients. Plasma was separated, RNA was isolated, and S100A4 mRNA was determined by quantitative RT-PCR. S100A4 transcripts were increased in cancer patients of each entity (P < 0.0001) and all disease stages (P < 0.05), compared with tumor-free volunteers (sensitivities of 96%, 74%, and 90% and specificities of 59%, 82%, and 71%, for colon, rectal, and gastric cancer patients, respectively). Prospectively analyzed follow-up patients who later experienced metastasis showed higher S100A4 levels than follow-up patients without metastasis. Disease-free survival was decreased in high S100A4-expressing follow-up colorectal cancer patients (P = 0.013). In summary, we developed a method for quantitative S100A4 transcript determination in plasma that allows clinical application routinely. We demonstrated the diagnostic and prognostic potential of this method for early defining cancer staging and patients' risk for metastasis.
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Jamieson C, Sharma M, Henderson BR. Regulation of β-Catenin Nuclear Dynamics by GSK-3β Involves a LEF-1 Positive Feedback Loop. Traffic 2011; 12:983-99. [DOI: 10.1111/j.1600-0854.2011.01207.x] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Mohammed N, Rodriguez M, Garcia V, Garcia JM, Dominguez G, Peña C, Herrera M, Gomez I, Diaz R, Soldevilla B, Herrera A, Silva J, Bonilla F. EPAS1 mRNA in plasma from colorectal cancer patients is associated with poor outcome in advanced stages. Oncol Lett 2011; 2:719-724. [PMID: 22848255 DOI: 10.3892/ol.2011.294] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2010] [Accepted: 04/08/2011] [Indexed: 12/18/2022] Open
Abstract
The presence of free nucleic acids in plasma has been detected in cancer patients and is associated with poor prognosis. In the present study, the mRNA levels of three genes (EPAS1, KIAA0101 and UBE2D3) in plasma from colorectal cancer patients were analyzed. These genes were selected from a previous study of genomic profiles, discriminating between healthy controls and colorectal cancer patients. mRNA levels were analyzed by real-time PCR in the plasma of 154 patients with colorectal cancer. The association of plasma mRNA levels with clinicopathological parameters and patient survival were analyzed. High levels of EPAS1 in the plasma were associated with patients aged over 50 years, relapse of disease and patient mortality. When patients were divided into two groups, early (I and II) and advanced (III and IV) stages, an association was observed between high levels of EPAS1 mRNA and worse disease-free and overall survival in advanced stages. The expression of KIAA0101 and UBE2D3 was not associated with poor prognosis. Thus, our results suggest that EPAS1 mRNA levels may be an indicator of poor prognosis in colorectal cancer patients at advanced stages, obtained by a non-invasive method.
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Affiliation(s)
- N Mohammed
- Department of Medical Oncology, University Hospital Puerta de Hierro Majadahonda, E-28222 Madrid, Spain
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