1
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Zendjabil M. Preanalytical, analytical and postanalytical considerations in circulating microRNAs measurement. Biochem Med (Zagreb) 2024; 34:020501. [PMID: 38882585 PMCID: PMC11177657 DOI: 10.11613/bm.2024.020501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 03/08/2024] [Indexed: 06/18/2024] Open
Abstract
Microribonucleic acids (miRNAs) have emerged as a new category of biomarkers for many human diseases like cancer, cardiovascular and neurodegenerative disorders. MicroRNAs can be detected in various body fluids including blood, urine and cerebrospinal fluid. However, the literature contains conflicting results for circulating miRNAs, which is the main barrier to using miRNAs as non-invasive biomarkers. This variability in results is largely due to differences between studies in sample processing methodology, miRNA quantification and result normalization. The purpose of this review is to describe the various preanalytical, analytical and postanalytical factors that can impact miRNA detection accuracy and to propose recommendations for the standardization of circulating miRNAs measurement.
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Affiliation(s)
- Mustapha Zendjabil
- Faculty of Medicine, University of Oran 1 - Ahmed Ben Bella, Oran, Algeria
- Department of Biochemistry, Oran University Hospital, Oran, Algeria
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2
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Hu X, Zhang H, Wang Y, Lin Y, Li Q, Li L, Zeng G, Ou R, Cheng X, Zhang Y, Jin X. Effects of blood-processing protocols on cell-free DNA fragmentomics in plasma: Comparisons of one- and two-step centrifugations. Clin Chim Acta 2024; 560:119729. [PMID: 38754575 DOI: 10.1016/j.cca.2024.119729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 05/11/2024] [Accepted: 05/13/2024] [Indexed: 05/18/2024]
Abstract
BACKGROUND Cell-free DNA (cfDNA) fragmentomic characteristics are promising analytes with abundant physiological signals for non-invasive disease diagnosis and monitoring. Previous studies on plasma cfDNA fragmentomics commonly employed a two-step centrifugation process for removing cell debris, involving a low-speed centrifugation followed by a high-speed centrifugation. However, the effects of centrifugation conditions on the analysis of cfDNA fragmentome remain uncertain. METHODS We collected blood samples from 10 healthy individuals and divided each sample into two aliquots for plasma preparation with one- and two-step centrifugation processes. We performed whole genome sequencing (WGS) of the plasma cfDNA in the two groups and comprehensively compared the cfDNA fragmentomic features. Additionally, we reanalyzed the fragmentomic features of cfDNA from 16 healthy individuals and 16 COVID-19 patients, processed through one- and two-step centrifugation in our previous study, to investigate the impact of centrifugation on disease signals. RESULTS Our results showed that there were no significant differences observed in the characteristics of nuclear cfDNA, including size, motif diversity score (MDS) of end motifs, and genome distribution, between plasma samples treated with one- and two-step centrifugation. The cfDNA size shortening in COVID-19 patients was observed in plasma samples with one- and two-step centrifugation methods. However, we observed a significantly higher relative abundance and longer size of cell-free mitochondrial DNA (mtDNA) in the one-step samples compared to the two-step samples. This difference in mtDNA caused by the one- and two-step centrifugation methods surpasses the pathological difference between COVID-19 patients and healthy individuals. CONCLUSIONS Our findings indicate that one-step low-speed centrifugation is a simple and potentially suitable method for analyzing nuclear cfDNA fragmentation characteristics. These results offer valuable guidance for cfDNA research in various clinical scenarios.
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Affiliation(s)
- Xintao Hu
- Engineering Research Center of Text Computing & Cognitive Intelligence, Ministry of Education, Key Laboratory of Intelligent Medical Image Analysis and Precise Diagnosis of Guizhou Province, State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, Guiyang 550025, China; BGI Research, Shenzhen 518083, China
| | | | | | - Yu Lin
- BGI Research, Shenzhen 518083, China
| | - Qiuyan Li
- BGI Research, Shenzhen 518083, China
| | | | | | - Rijing Ou
- BGI Research, Shenzhen 518083, China
| | - Xinyu Cheng
- Engineering Research Center of Text Computing & Cognitive Intelligence, Ministry of Education, Key Laboratory of Intelligent Medical Image Analysis and Precise Diagnosis of Guizhou Province, State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, Guiyang 550025, China
| | - Yan Zhang
- BGI Research, Shenzhen 518083, China.
| | - Xin Jin
- BGI Research, Shenzhen 518083, China; School of Medicine, South China University of Technology, Guangzhou 510006, China.
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3
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He G, Wang W, Zhou Y, Zhao G, Liao J. Ampholytic ion-exchange magnetic beads: a promising tool for selecting short fragments in circulating cell-free DNA analysis. Front Oncol 2024; 14:1397680. [PMID: 38779084 PMCID: PMC11109406 DOI: 10.3389/fonc.2024.1397680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 04/23/2024] [Indexed: 05/25/2024] Open
Abstract
Objective For liquid biopsy of cancer, the extraction of circulating cell-free DNA (cfDNA) from plasma is required. We evaluated the efficacy of use of magnetic submicron particles coated with abundant small zwitterions (MSP-ZEWBs) for extracting short fragments of cfDNA. Methods We developed and optimized an MSP-ZEWB-based cfDNA extraction method using ampholytic ion-exchange materials and compared its results with those using a control kit. We measured the cfDNA concentration by quantitative polymerase-chain-reaction and using the Qubit method and analyzed cfDNA fragmentation patterns using a bioanalyzer. Results The fragment size of cfDNA isolated from glycine hydrochloric acid at a pH of 2.2 exhibited a better alignment with the DNA marker. The highest DNA intensity was observed at the final concentration of 0.8% polyethylene glycol 8000. The intensity of cfDNA decreased significantly when isolated from plasma with DNA marker using MSP-ZEWBs with an adsorption buffer containing guanidine hydrochloride or isothiocyanoguanidine. All fragments were successfully extracted using MSP-ZEWBs from both plasma and phosphate-buffered saline. Notably, the intensity of short cfDNA fragments isolated using MSP-ZEWBs remained consistent for recovery of long DNA fragments. indicating a potential selective of small fragments. Conclusion The extraction of plasma cfDNA with MSP-ZEWBs requires no protein denaturation, shows resistance to cells remaining in plasma, and demonstrates higher overall efficiency and better reproducibility than other extraction methods. Use of MSP-ZEWBs may greatly enhance liquid biopsy of cancers through the analysis of plasma cfDNA in clinical practice.
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Affiliation(s)
- Gan He
- Gastrointestinal Surgery, Yongchuan Hospital of Chongqing Medical University, Chongqing, China
| | - Weixuan Wang
- Institute of Life Sciences, Chongqing Medical University, Chongqing, China
| | - Yongxia Zhou
- Department of Radiology, Yongchuan Hospital of Chongqing Medical University, Chongqing, China
- Center Laboratory, Yongchuan Hospital of Chongqing Medical University, Chongqing, China
| | - Guowei Zhao
- Gastrointestinal Surgery, Yongchuan Hospital of Chongqing Medical University, Chongqing, China
| | - Juan Liao
- Center Laboratory, Yongchuan Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Geriatric Disease Clinical Research Center, Chongqing, China
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Leong SY, Lok WW, Goh KY, Ong HB, Tay HM, Su C, Kong F, Upadya M, Wang W, Radnaa E, Menon R, Dao M, Dalan R, Suresh S, Lim DWT, Hou HW. High-Throughput Microfluidic Extraction of Platelet-free Plasma for MicroRNA and Extracellular Vesicle Analysis. ACS NANO 2024; 18:6623-6637. [PMID: 38348825 DOI: 10.1021/acsnano.3c12862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
Cell-free RNAs and extracellular vesicles (EVs) are valuable biomarkers in liquid biopsies, but they are prone to preanalytical variabilities such as nonstandardized centrifugation or ex vivo blood degradation. Herein, we report a high-throughput and label-free inertial microfluidic device (ExoArc) for isolation of platelet-free plasma from blood for RNA and EV analysis. Unlike conventional inertial microfluidic devices widely used for cell sorting, a submicrometer size cutoff (500 nm) was achieved which completely removed all leukocytes, RBCs, platelets, and cellular debris based on differential lateral migration induced by Dean vortices. The single-step operation also reduced platelet-associated miRNAs (∼2-fold) compared to centrifugation. We clinically validated ExoArc for plasma miRNA profiling (39 samples) and identified a 7-miRNA panel that detects non-small cell lung cancer with ∼90% sensitivity. ExoArc was also coupled with size exclusion chromatography (SEC) to isolate EVs within 50 min with ∼10-fold higher yield than ultracentrifugation. As a proof-of-concept for EV-based transcriptomics analysis, we performed miRNA analysis in healthy and type 2 diabetes mellitus (T2DM) subjects (n = 3 per group) by coupling ExoArc and ExoArc+SEC with quantitative polymerase chain reaction (RT-qPCR) assay. Among 293 miRNAs detected, plasmas and EVs showed distinct differentially expressed miRNAs in T2DM subjects. We further demonstrated automated in-line EV sorting from low volume culture media for continuous EV monitoring. Overall, the developed ExoArc offers a convenient centrifugation-free workflow to automate plasma and EV isolation for point-of-care diagnostics and quality control in EV manufacturing.
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Affiliation(s)
- Sheng Yuan Leong
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798
| | - Wan Wei Lok
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798
| | - Kah Yee Goh
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore 168583
| | - Hong Boon Ong
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798
| | - Hui Min Tay
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798
| | - Chengxun Su
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798
| | - Fang Kong
- School of Biological Sciences, Nanyang Technological University, Singapore 637551
| | - Megha Upadya
- School of Biological Sciences, Nanyang Technological University, Singapore 637551
| | - Wei Wang
- Singapore Institute of Manufacturing Technology (SIMTech), Agency for Science, Technology and Research (A*STAR), Singapore 138634
| | - Enkhtuya Radnaa
- Department of Obstetrics and Gynecology, The University of Texas Medical Branch at Galveston, Galveston, Texas 77555-1062, United States
| | - Ramkumar Menon
- Department of Obstetrics and Gynecology, The University of Texas Medical Branch at Galveston, Galveston, Texas 77555-1062, United States
| | - Ming Dao
- School of Biological Sciences, Nanyang Technological University, Singapore 637551
- Department of Material Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Rinkoo Dalan
- Endocrine and Diabetes, Tan Tock Seng Hospital, Singapore 308433
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232
| | - Subra Suresh
- Department of Material Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- School of Material Science and Engineering, Nanyang Technological University, Singapore 639798
| | - Darren Wan-Teck Lim
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore 168583
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore 138673
- Duke-NUS Medical School, Singapore 169857
| | - Han Wei Hou
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232
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Igder S, Zamani M, Fakher S, Siri M, Ashktorab H, Azarpira N, Mokarram P. Circulating Nucleic Acids in Colorectal Cancer: Diagnostic and Prognostic Value. DISEASE MARKERS 2024; 2024:9943412. [PMID: 38380073 PMCID: PMC10878755 DOI: 10.1155/2024/9943412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 01/07/2024] [Accepted: 01/25/2024] [Indexed: 02/22/2024]
Abstract
Colorectal cancer (CRC) is the third most prevalent cancer in the world and the fourth leading cause of cancer-related mortality. DNA (cfDNA/ctDNA) and RNA (cfRNA/ctRNA) in the blood are promising noninvasive biomarkers for molecular profiling, screening, diagnosis, treatment management, and prognosis of CRC. Technological advancements that enable precise detection of both genetic and epigenetic abnormalities, even in minute quantities in circulation, can overcome some of these challenges. This review focuses on testing for circulating nucleic acids in the circulation as a noninvasive method for CRC detection, monitoring, detection of minimal residual disease, and patient management. In addition, the benefits and drawbacks of various diagnostic techniques and associated bioinformatics tools have been detailed.
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Affiliation(s)
- Somayeh Igder
- Department of Clinical Biochemistry, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Mozhdeh Zamani
- Autophagy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
- Department of Biochemistry, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Shima Fakher
- Department of Biochemistry, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Morvarid Siri
- Autophagy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Hassan Ashktorab
- Department of Medicine, Gastroenterology Division and Cancer Center, Howard University College of Medicine, Washington, DC, USA
| | - Negar Azarpira
- Autophagy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Pooneh Mokarram
- Autophagy Research Center, Department of Biochemistry, Shiraz University of Medical Sciences, Shiraz, Iran
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6
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Greytak SR, Engel KB, Hoon DSB, Elias KM, Lockwood CM, Guan P, Moore HM. Evidence-based procedures to improve the reliability of circulating miRNA biomarker assays. Clin Chem Lab Med 2024; 62:60-66. [PMID: 37129007 DOI: 10.1515/cclm-2023-0131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 04/18/2023] [Indexed: 05/03/2023]
Abstract
Circulating cell-free microRNAs (cfmiRNA) are an emerging class of biomarkers that have shown great promise in the clinical diagnosis, treatment, and monitoring of several pathological conditions, including cancer. However, validation and clinical implementation of cfmiRNA biomarkers has been hindered by the variability introduced during different or suboptimal specimen collection and handling practices. To address the need for standardization and evidence-based guidance, the National Cancer Institute (NCI) developed a new Biospecimen Evidenced-Based Practices (BEBP) document, entitled "Cell-free miRNA (cfmiRNA): Blood Collection and Processing". The BEBP, the fourth in the document series, contains step-by-step procedural guidelines on blood collection, processing, storage, extraction, and quality assessment that are tailored specifically for cfmiRNA analysis of plasma and serum. The workflow outlined in the BEBP is based on the available literature and recommendations of an expert panel. The BEBP contains the level of detail required for development of evidence-based standard operating procedures (SOPs) as well as the flexibility needed to accomodate (i) discovery- and inquiry-based studies and (ii) the different constraints faced by research labs, industry, clinical and academic institutions to foster widespread implementation. Guidance from the expert panel also included recommendations on study design, validating changes in workflow, and suggested quality thresholds to delineate meaningful changes in cfmiRNA levels. The NCI cfmiRNA: Blood Collection and Processing BEBP is available here as supplementary information as well as through the NCI Biorepositories and Biospecimen Research Branch (BBRB) (https://biospecimens.cancer.gov/resources/bebp.asp).
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Affiliation(s)
| | | | - Dave S B Hoon
- Department of Translational Molecular Medicine & Sequencing Center, Saint Johns' Cancer Institute, Providence Health and Service, Santa Monica, CA, USA
| | - Kevin M Elias
- Gynecologic Oncology Laboratory, Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Harvard Medical School, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Christina M Lockwood
- Genetics and Solid Tumors Laboratory, Department of Laboratory Medicine and Pathology, Brotman Baty Institute for Precision Medicine, UW Medicine, Seattle, WA, USA
| | - Ping Guan
- Biorepositories and Biospecimen Research Branch, Cancer Diagnosis Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA
| | - Helen M Moore
- Biorepositories and Biospecimen Research Branch, Cancer Diagnosis Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA
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7
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Chang L, Wang D, Han Y, Diao Z, Chen Y, Li J, Zhang R. External quality assessment for detection of colorectal cancer by Septin9 DNA methylation in clinical laboratories. Clin Chim Acta 2024; 552:117663. [PMID: 38008152 DOI: 10.1016/j.cca.2023.117663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 10/28/2023] [Accepted: 11/15/2023] [Indexed: 11/28/2023]
Abstract
BACKGROUND AND AIMS The incidence and mortality rate of colorectal cancer (CRC) are increasing worldwide. Septin9 methylated (mSEPT9) DNA in circulation can be used as a non-invasive detection method to assist in the early diagnosis of CRC; however, the detection methods and procedures are complicated. This study aimed to evaluate the ability of clinical laboratories to detect Septin9 methylation in plasma cell-free DNA (cfDNA). MATERIALS AND METHODS We prepared a sample panel consisting of positive and negative Septin9 methylation cells and CRC cells. Three positive samples with different methylation levels, one negative sample and one duplicate sample, two samples containing interference, three different CRC cell samples, and a fictitious case report were included. The panel was distributed to 59 laboratories for mSEPT9 analysis, result comparison, and scoring. RESULTS The sample panel, validated by National Medical Products Administration (NMPA)-approved tests and targeted bisulfite sequencing, met expectations and could be used for external quality assessment (EQA). Among the 59 laboratories, 55 (93.22%) correctly reported the mSEPT9 results for all samples, while four (6.79%) reported 15 false negatives and were considered improvable. All false negatives originated from four laboratories using laboratory-developed tests (LDTs), with three failing to detect weakly positive samples, samples containing interference, and samples from different CRC cells, and one reported erroneous results on all positive samples. CONCLUSION Our results illustrated that the detection of mSEPT9 in cfDNA is satisfactory in China. EQA is indispensable because it can help improve the diagnostic capability and quality management of the laboratories, and provide suggestions for the problems existing in mSEPT9 detection.
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Affiliation(s)
- Lu Chang
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, P.R. China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, P.R. China; Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China
| | - Duo Wang
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, P.R. China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, P.R. China; Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China
| | - Yanxi Han
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, P.R. China; Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China
| | - Zhenli Diao
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, P.R. China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, P.R. China; Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China
| | - Yuqing Chen
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, P.R. China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, P.R. China; Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China
| | - Jinming Li
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, P.R. China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, P.R. China; Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China.
| | - Rui Zhang
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, P.R. China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, P.R. China; Beijing Engineering Research Center of Laboratory Medicine, Beijing, P.R. China.
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Devonshire A, Jones G, Gonzalez AF, Kofanova O, Trouet J, Pinzani P, Gelmini S, Bonin S, Foy C. Interlaboratory evaluation of quality control methods for circulating cell-free DNA extraction. N Biotechnol 2023; 78:13-21. [PMID: 37730172 DOI: 10.1016/j.nbt.2023.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 09/07/2023] [Accepted: 09/17/2023] [Indexed: 09/22/2023]
Abstract
Analysis of circulating cell-free DNA (ccfDNA) isolated from liquid biopsies is rapidly being implemented into clinical practice. However, diagnostic accuracy is significantly impacted by sample quality and standardised approaches for assessing the quality of ccfDNA are not yet established. In this study we evaluated the application of nucleic acid "spike-in" control materials to aid quality control (QC) and standardisation of cfDNA isolation for use in in vitro diagnostic assays. We describe an approach for the design and characterisation of in-process QC materials, illustrating it with a spike-in material containing an exogenous Arabidopsis sequence and DNA fragments approximating to ccfDNA and genomic DNA lengths. Protocols for inclusion of the spike-in material in plasma ccfDNA extraction and quantification of its recovery by digital PCR (dPCR) were assessed for their suitability for process QC in an inter-laboratory study between five expert laboratories, using a range of blood collection devices and ccfDNA extraction methods. The results successfully demonstrated that spiking plasmid-derived material into plasma did not deleteriously interfere with endogenous ccfDNA recovery. The approach performed consistently across a range of commonly-used extraction protocols and was able to highlight differences in efficiency and variability between the methods, with the dPCR quantification assay performing with good repeatability (generally CV <5%). We conclude that initial findings demonstrate that this approach appears "fit for purpose" and spike-in recovery can be combined with other extraction QC metrics for monitoring the performance of a process over time, or in the context of external quality assessment.
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Affiliation(s)
- Alison Devonshire
- Molecular and Cell Biology Team, National Measurement Laboratory (NML), LGC, Teddington, Middlesex, UK.
| | - Gerwyn Jones
- Molecular and Cell Biology Team, National Measurement Laboratory (NML), LGC, Teddington, Middlesex, UK
| | - Ana Fernandez Gonzalez
- Molecular and Cell Biology Team, National Measurement Laboratory (NML), LGC, Teddington, Middlesex, UK
| | - Olga Kofanova
- Integrated BioBank of Luxembourg (IBBL), Luxembourg Institute of Health (LIH), 1, rue Louis Rech, L-3555 Dudelange, Luxembourg
| | - Johanna Trouet
- Integrated BioBank of Luxembourg (IBBL), Luxembourg Institute of Health (LIH), 1, rue Louis Rech, L-3555 Dudelange, Luxembourg
| | - Pamela Pinzani
- Department of Clinical and Experimental Biomedical Sciences, University of Florence, Florence, Italy
| | - Stefania Gelmini
- Department of Clinical and Experimental Biomedical Sciences, University of Florence, Florence, Italy
| | - Serena Bonin
- DSM-Dept. Medical Sciences, University of Trieste, Trieste, Italy
| | - Carole Foy
- Molecular and Cell Biology Team, National Measurement Laboratory (NML), LGC, Teddington, Middlesex, UK
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Ranghiero A, Frascarelli C, Cursano G, Pescia C, Ivanova M, Vacirca D, Rappa A, Taormina SV, Barberis M, Fusco N, Rocco EG, Venetis K. Circulating tumour DNA testing in metastatic breast cancer: Integration with tissue testing. Cytopathology 2023; 34:519-529. [PMID: 37640801 DOI: 10.1111/cyt.13295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 07/26/2023] [Accepted: 08/14/2023] [Indexed: 08/31/2023]
Abstract
Breast cancer biomarker profiling predominantly relies on tissue testing (surgical and/or biopsy samples). However, the field of liquid biopsy, particularly the analysis of circulating tumour DNA (ctDNA), has witnessed remarkable progress and continues to evolve rapidly. The incorporation of ctDNA-based testing into clinical practice is creating new opportunities for patients with metastatic breast cancer (MBC). ctDNA offers advantages over conventional tissue analyses, as it reflects tumour heterogeneity and enables multiple serial biopsies in a minimally invasive manner. Thus, it serves as a valuable complement to standard tumour tissues and, in certain instances, may even present a potential alternative approach. In the context of MBC, ctDNA testing proves highly informative in the detection of disease progression, monitoring treatment response, assessing actionable biomarkers, and identifying mechanisms of resistance. Nevertheless, ctDNA does exhibit inherent limitations, including its generally low abundance, necessitating timely blood samplings and rigorous management of the pre-analytical phase. The development of highly sensitive assays and robust bioinformatic tools has paved the way for reliable ctDNA analyses. The time has now come to establish how ctDNA and tissue analyses can be effectively integrated into the diagnostic workflow of MBC to provide patients with the most comprehensive and accurate profiling. In this manuscript, we comprehensively analyse the current methodologies employed in ctDNA analysis and explore the potential benefits arising from the integration of tissue and ctDNA testing for patients diagnosed with MBC.
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Affiliation(s)
- Alberto Ranghiero
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Chiara Frascarelli
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Giulia Cursano
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Carlo Pescia
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- School of Pathology, University of Milan, Milan, Italy
| | - Mariia Ivanova
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Davide Vacirca
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Alessandra Rappa
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Massimo Barberis
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Nicola Fusco
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Elena Guerini Rocco
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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Morgunova A, Ibrahim P, Chen GG, Coury SM, Turecki G, Meaney MJ, Gifuni A, Gotlib IH, Nagy C, Ho TC, Flores C. Preparation and processing of dried blood spots for microRNA sequencing. Biol Methods Protoc 2023; 8:bpad020. [PMID: 37901452 PMCID: PMC10603595 DOI: 10.1093/biomethods/bpad020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 09/07/2023] [Accepted: 09/19/2023] [Indexed: 10/31/2023] Open
Abstract
Dried blood spots (DBS) are biological samples commonly collected from newborns and in geographic areas distanced from laboratory settings for the purposes of disease testing and identification. MicroRNAs (miRNAs)-small non-coding RNAs that regulate gene activity at the post-transcriptional level-are emerging as critical markers and mediators of disease, including cancer, infectious diseases, and mental disorders. This protocol describes optimized procedural steps for utilizing DBS as a reliable source of biological material for obtaining peripheral miRNA expression profiles. We outline key practices, such as the method of DBS rehydration that maximizes RNA extraction yield, and the use of degenerate oligonucleotide adapters to mitigate ligase-dependent biases that are associated with small RNA sequencing. The standardization of miRNA readout from DBS offers numerous benefits: cost-effectiveness in sample collection and processing, enhanced reliability and consistency of miRNA profiling, and minimal invasiveness that facilitates repeated testing and retention of participants. The use of DBS-based miRNA sequencing is a promising method to investigate disease mechanisms and to advance personalized medicine.
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Affiliation(s)
- Alice Morgunova
- Integrated Program in Neuroscience, McGill University, Montreal, Quebec H3A 1A1, Canada
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec H3A 0G4, Canada
| | - Pascal Ibrahim
- Integrated Program in Neuroscience, McGill University, Montreal, Quebec H3A 1A1, Canada
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec H3A 0G4, Canada
- McGill Group for Suicide Studies, Douglas Mental Health University Institute, Verdun, Quebec H4H 1R3, Canada
| | - Gary Gang Chen
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec H3A 0G4, Canada
- McGill Group for Suicide Studies, Douglas Mental Health University Institute, Verdun, Quebec H4H 1R3, Canada
| | - Saché M Coury
- Department of Psychology, Stanford University, Stanford, CA 94305, United States
- Department of Psychology, University of California, Los Angeles, CA 90095, United States
| | - Gustavo Turecki
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec H3A 0G4, Canada
- McGill Group for Suicide Studies, Douglas Mental Health University Institute, Verdun, Quebec H4H 1R3, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec H3A 0G4, Canada
| | - Michael J Meaney
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec H3A 0G4, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec H3A 0G4, Canada
- Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Montreal, Quebec H3A 1A1, Canada
- Ludmer Centre for Neuroinformatics and Mental Health, McGill University, Montreal, Quebec H3A 2B4, Canada
- Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research (A*STAR), Brenner Centre for Molecular Medicine, Singapore City 138632, Singapore
| | - Anthony Gifuni
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec H3A 0G4, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec H3A 0G4, Canada
| | - Ian H Gotlib
- Department of Psychology, Stanford University, Stanford, CA 94305, United States
| | - Corina Nagy
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec H3A 0G4, Canada
- McGill Group for Suicide Studies, Douglas Mental Health University Institute, Verdun, Quebec H4H 1R3, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec H3A 0G4, Canada
| | - Tiffany C Ho
- Department of Psychology, Stanford University, Stanford, CA 94305, United States
- Department of Psychology, University of California, Los Angeles, CA 90095, United States
| | - Cecilia Flores
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec H3A 0G4, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec H3A 0G4, Canada
- Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Montreal, Quebec H3A 1A1, Canada
- Ludmer Centre for Neuroinformatics and Mental Health, McGill University, Montreal, Quebec H3A 2B4, Canada
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11
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Bányász B, Antal J, Dénes B. False Positives in Brucellosis Serology: Wrong Bait and Wrong Pond? Trop Med Infect Dis 2023; 8:tropicalmed8050274. [PMID: 37235322 DOI: 10.3390/tropicalmed8050274] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/07/2023] [Accepted: 05/09/2023] [Indexed: 05/28/2023] Open
Abstract
This review summarizes the status of resolving the problem of false positive serologic results (FPSR) in Brucella serology, compiles our knowledge on the molecular background of the problem, and highlights some prospects for its resolution. The molecular basis of the FPSRs is reviewed through analyzing the components of the cell wall of Gram-negative bacteria, especially the surface lipopolysaccharide (LPS) with details related to brucellae. After evaluating the efforts that have been made to solve target specificity problems of serologic tests, the following conclusions can be drawn: (i) resolving the FPSR problem requires a deeper understanding than we currently possess, both of Brucella immunology and of the current serology tests; (ii) the practical solutions will be as expensive as the related research; and (iii) the root cause of FPSRs is the application of the same type of antigen (S-type LPS) in the currently approved tests. Thus, new approaches are necessary to resolve the problems stemming from FPSR. Such approaches suggested by this paper are: (i) the application of antigens from R-type bacteria; or (ii) the further development of specific brucellin-based skin tests; or (iii) the application of microbial cell-free DNA as analyte, whose approach is detailed in this paper.
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Affiliation(s)
- Borbála Bányász
- Department of Microbiology and Infectious Diseases, University of Veterinary Medicine Budapest, 1143 Budapest, Hungary
- Laboratory of Immunology, Veterinary Diagnostic Directorate, National Food Chain Safety Office, 1143 Budapest, Hungary
| | - József Antal
- Omixon Biocomputing Ltd., 1117 Budapest, Hungary
| | - Béla Dénes
- Department of Microbiology and Infectious Diseases, University of Veterinary Medicine Budapest, 1143 Budapest, Hungary
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12
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Allsopp RC, Page K, Ambasager B, Wadsley MK, Acheampong E, Ntereke TP, Guo Q, Lall GM, Gleason KLT, Wren E, Nteliopoulos G, Rushton AJ, Coombes RC, Shaw JA. A Rapid, Shallow Whole Genome Sequencing Workflow Applicable to Limiting Amounts of Cell-Free DNA. Clin Chem 2023; 69:510-518. [PMID: 36747279 DOI: 10.1093/clinchem/hvac220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 12/02/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND Somatic copy number alterations (sCNAs) acquired during the evolution of breast cancer provide valuable prognostic and therapeutic information. Here we present a workflow for screening sCNAs using picogram amounts of cell-free DNA (cfDNA) and single circulating tumor cells (CTCs). METHODS We repurposed the Ion ReproSeq PGS™ preimplantation genetic testing kit to perform shallow whole genome sequencing on 178 cfDNA samples (300 pg) and individual CTCs from 10 MBC patients with metastatic breast cancer (MBC) recovered by CellSearch®/DEPArray™. Results were analyzed using a tailored ichorCNA workflow. RESULTS sCNAs were detected in cfDNA of 41/105 (39%) patients with MBC and 3/23 (13%) primary breast cancers on follow-up (PBC FU), all of whom subsequently relapsed. In 8 of 10 MBCs, individual CTCs had a higher copy number count than matched cfDNA. The median tumor fraction detected by ichorCNA was 0.34 (range 0.17-0.58) for MBC and 0.36 (range 0.31-0.37) for PBC FU. Patients with detectable tumor fraction (≥ 0.1) and TFx and OncomineTM variants had significantly lower overall survival rates (P values P = 0.002 and P < 0.0001 for the log-rank test, respectively). CONCLUSIONS The ReproSeq PGS assay is rapid, at approximately $120 per sample, providing both a sCNA profile and estimation of the tumor DNA fraction from limiting cfDNA template (300pg) and individual CTCs. The approach could be used to examine the copy number landscape over time to guide treatment decisions, support future trial designs, and be applied to low volume blood spot samples enabling remote monitoring.
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Affiliation(s)
- Rebecca C Allsopp
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, UK
| | - Karen Page
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, UK
| | - Bana Ambasager
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, UK
| | - Marc K Wadsley
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, UK
| | - Emmanuel Acheampong
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, UK
| | - Tumisang P Ntereke
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, UK
| | - Qi Guo
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, UK
| | - Gurdeep Matharu Lall
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, UK
| | - Kelly L T Gleason
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, UK
| | - Evie Wren
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, UK
| | - Georgios Nteliopoulos
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, UK
| | - Amelia J Rushton
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, UK
| | - R Charles Coombes
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, UK
| | - Jacqueline A Shaw
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, UK
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13
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Lakkisto P, Dalgaard LT, Belmonte T, Pinto-Sietsma SJ, Devaux Y, de Gonzalo-Calvo D. Development of circulating microRNA-based biomarkers for medical decision-making: a friendly reminder of what should NOT be done. Crit Rev Clin Lab Sci 2023; 60:141-152. [PMID: 36325621 DOI: 10.1080/10408363.2022.2128030] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Circulating cell-free microRNAs (miRNAs) represent a major reservoir for biomarker discovery. Unfortunately, their implementation in clinical practice is limited due to a profound lack of reproducibility. The great technical variability linked to major pre-analytical and analytical caveats makes the interpretation of circulating cell-free miRNA data challenging and leads to inconsistent findings. Additional efforts directed to standardization are fundamental. Several well-established protocols are currently used by independent groups worldwide. Nonetheless, there are some specific aspects in specimen collection and processing, sample handling, miRNA quantification, and data analysis that should be considered to ensure reproducibility of results. Here, we have addressed this challenge using an alternative approach. We have highlighted and discussed common pitfalls that negatively impact the robustness of circulating miRNA quantification and their application for clinical decision-making. Furthermore, we provide a checklist usable by investigators to facilitate and ensure the control of the whole miRNA quantification and analytical process. We expect that these recommendations improve the reproducibility of findings, and ultimately, facilitate the incorporation of circulating miRNA profiles into clinical practice as the next generation of disease biomarkers.
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Affiliation(s)
- Päivi Lakkisto
- Minerva Foundation Institute for Medical Research, Helsinki, Finland.,Department of Clinical Chemistry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | | | - Thalia Belmonte
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Sara-Joan Pinto-Sietsma
- Department of Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam University Medical Centers, Amsterdam, The Netherlands.,Department of Clinical Epidemiology, Biostatistics and Bio-informatics, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Yvan Devaux
- Cardiovascular Research Unit, Department of Population Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
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14
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Stebbing J, Takis PG, Sands CJ, Maslen L, Lewis MR, Gleason K, Page K, Guttery D, Fernandez-Garcia D, Primrose L, Shaw JA. Comparison of phenomics and cfDNA in a large breast screening population: the Breast Screening and Monitoring Study (BSMS). Oncogene 2023; 42:825-832. [PMID: 36693953 PMCID: PMC10005936 DOI: 10.1038/s41388-023-02591-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/09/2023] [Accepted: 01/11/2023] [Indexed: 01/26/2023]
Abstract
To assess their roles in breast cancer diagnostics, we aimed to compare plasma cell-free DNA (cfDNA) levels with the circulating metabolome in a large breast screening cohort of women recalled for mammography, including healthy women and women with mammographically detected breast diseases, ductal carcinoma in situ and invasive breast cancer: the Breast Screening and Monitoring Study (BSMS). In 999 women, plasma was analyzed by nuclear magnetic resonance (NMR) and Ultra-Performance Liquid Chromatography-Mass Spectrometry (UPLC-MS) and then processed to isolate and quantify total cfDNA. NMR and UPLC-MS results were compared with data for 186 healthy women derived from the AIRWAVE cohort. Results showed no significant differences between groups for all metabolites, whereas invasive cancers had significantly higher plasma cfDNA levels than all other groups. When stratified the supervised OPLS-DA analysis and total cfDNA concentration showed high discrimination accuracy between invasive cancers and the disease/medication-free subjects. Furthermore, comparison of OPLS-DA data for invasive breast cancers with the AIRWAVE cohort showed similar discrimination between breast cancers and healthy controls. This is the first report of agreement between metabolomics and plasma cfDNA levels for discriminating breast cancer from healthy subjects in a true screening population. It also emphasizes the importance of sample standardization. Follow on studies will involve analysis of candidate features in a larger validation series as well as comparing results with serial plasma samples taken at the next routine screening mammography appointment. The findings here help establish the role of plasma analysis in the diagnosis of breast cancer in a large real-world cohort.
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Affiliation(s)
- Justin Stebbing
- Department of Surgery and Cancer, Imperial College London, Du Cane Road, Hammersmith, London, W12 0NN, UK
- School of Life Sciences, Faculty of Science and Engineering, ARU, East Road, Cambridge, CB1 1PT, UK
| | - Panteleimon G Takis
- National Phenome Centre and Imperial Clinical Phenotyping Centre & Section of Bioanalytical Chemistry, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, IRDB Building, Imperial College London, Hammersmith Campus, London, W12 0NN, UK.
| | - Caroline J Sands
- National Phenome Centre and Imperial Clinical Phenotyping Centre & Section of Bioanalytical Chemistry, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, IRDB Building, Imperial College London, Hammersmith Campus, London, W12 0NN, UK
| | - Lynn Maslen
- National Phenome Centre and Imperial Clinical Phenotyping Centre & Section of Bioanalytical Chemistry, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, IRDB Building, Imperial College London, Hammersmith Campus, London, W12 0NN, UK
| | - Matthew R Lewis
- National Phenome Centre and Imperial Clinical Phenotyping Centre & Section of Bioanalytical Chemistry, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, IRDB Building, Imperial College London, Hammersmith Campus, London, W12 0NN, UK
| | - Kelly Gleason
- Department of Surgery and Cancer, Imperial College London, Du Cane Road, Hammersmith, London, W12 0NN, UK
| | - Karen Page
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, LE2 7LX, UK
| | - David Guttery
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, LE2 7LX, UK
| | - Daniel Fernandez-Garcia
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, LE2 7LX, UK
| | - Lindsay Primrose
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, LE2 7LX, UK
| | - Jacqueline A Shaw
- Department of Surgery and Cancer, Imperial College London, Du Cane Road, Hammersmith, London, W12 0NN, UK
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, LE2 7LX, UK
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15
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Brooks PJ, Malkin EZ, De Michino S, Bratman SV. Isolation of salivary cell-free DNA for cancer detection. PLoS One 2023; 18:e0285214. [PMID: 37130100 PMCID: PMC10153704 DOI: 10.1371/journal.pone.0285214] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 04/17/2023] [Indexed: 05/03/2023] Open
Abstract
Saliva is an emerging source of disease biomarkers, particularly for cancers of the head and neck. Although analysis of cell-free DNA (cfDNA) in saliva holds promise as a liquid biopsy for cancer detection, currently there are no standardized methodologies for the collection and isolation of saliva for the purposes of studying DNA. Here, we evaluated various saliva collection receptacles and DNA purification techniques, comparing DNA quantity, fragment size, source, and stability. Then, using our optimized techniques, we tested the ability to detect human papillomavirus (HPV) DNA- a bona fide cancer biomarker in a subset of head and neck cancers- from patient saliva samples. For saliva collection, we found that the Oragene OG-600 receptacle yielded the highest concentration of total salivary DNA as well as short fragments <300 bp corresponding to mononucleosomal cell-free DNA. Moreover, these short fragments were stabilized beyond 48 hours after collection in contrast to other saliva collection receptacles. For DNA purification from saliva, the QIAamp Circulating Nucleic Acid kit yielded the highest concentration of mononucleosome-sized DNA fragments. Freeze-thaw of saliva samples did not affect DNA yield or fragment size distribution. Salivary DNA isolated from the OG-600 receptacle was found to be composed of both single and double-stranded DNA, including mitochondrial and microbial sources. While levels of nuclear DNA were consistent over time, levels of mitochondrial and microbial DNA were more variable and increased 48 hours after collection. Finally, we found that HPV DNA was stable in OG-600 receptacles, was reliably detected within the saliva of patients with HPV-positive head and neck cancer, and was abundant among mononucleosome-sized cell-free DNA fragments. Our studies have defined optimal techniques for isolating DNA from saliva that will contribute to future applications in liquid biopsy-based cancer detection.
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Affiliation(s)
- Patricia J Brooks
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Ethan Z Malkin
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Medical Biophysics, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Steven De Michino
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Medical Biophysics, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Scott V Bratman
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Medical Biophysics, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Department of Radiation Oncology, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
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16
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El-Daly SM, Gouhar SA, Abd Elmageed ZY. Circulating microRNAs as Reliable Tumor Biomarkers: Opportunities and Challenges Facing Clinical Application. J Pharmacol Exp Ther 2023; 384:35-51. [PMID: 35809898 PMCID: PMC9827506 DOI: 10.1124/jpet.121.000896] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 06/23/2022] [Accepted: 06/24/2022] [Indexed: 01/13/2023] Open
Abstract
MicroRNAs (miRNAs) are involved in the development of human malignancies, and cells have the ability to secrete these molecules into extracellular compartments. Thus, cell-free miRNAs (circulating miRNAs) can potentially be used as biomarkers to evaluate pathophysiological changes. Although circulating miRNAs have been proposed as potential noninvasive tumor biomarkers for diagnosis, prognosis, and response to therapy, their routine application in the clinic is far from being achieved. This review focuses on the recent progress regarding the value of circulating miRNAs as noninvasive biomarkers, with specific consideration of their relevant clinical applications. In addition, we provide an in-depth analysis of the technical challenges that impact the assessment of circulating miRNAs. We also highlight the significance of integrating circulating miRNAs with the standard laboratory biomarkers to boost sensitivity and specificity. The current status of circulating miRNAs in clinical trials as tumor biomarkers is also covered. These insights and general guidelines will assist researchers in experimental practice to ensure quality standards and repeatability, thus improving future studies on circulating miRNAs. SIGNIFICANCE STATEMENT: Our review will boost the knowledge behind the inconsistencies and contradictory results observed among studies investigating circulating miRNAs. It will also provide a solid platform for better-planned strategies and standardized techniques to optimize the assessment of circulating cell-free miRNAs.
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Affiliation(s)
- Sherien M El-Daly
- Medical Biochemistry Department, Medicine and Clinical Studies Research Institute, National Research Centre, Dokki, Cairo, Egypt (S.M.E-D., S.A.G.); Cancer Biology and Genetics Laboratory, Centre of Excellence for Advanced Sciences, National Research Centre, Cairo, Egypt (S.M.E-D.); and Department of Biomedical Sciences, Discipline of Pharmacology, Edward Via College of Osteopathic Medicine, University of Louisiana-Monroe, Monroe, Louisiana (Z.Y.A.)
| | - Shaimaa A Gouhar
- Medical Biochemistry Department, Medicine and Clinical Studies Research Institute, National Research Centre, Dokki, Cairo, Egypt (S.M.E-D., S.A.G.); Cancer Biology and Genetics Laboratory, Centre of Excellence for Advanced Sciences, National Research Centre, Cairo, Egypt (S.M.E-D.); and Department of Biomedical Sciences, Discipline of Pharmacology, Edward Via College of Osteopathic Medicine, University of Louisiana-Monroe, Monroe, Louisiana (Z.Y.A.)
| | - Zakaria Y Abd Elmageed
- Medical Biochemistry Department, Medicine and Clinical Studies Research Institute, National Research Centre, Dokki, Cairo, Egypt (S.M.E-D., S.A.G.); Cancer Biology and Genetics Laboratory, Centre of Excellence for Advanced Sciences, National Research Centre, Cairo, Egypt (S.M.E-D.); and Department of Biomedical Sciences, Discipline of Pharmacology, Edward Via College of Osteopathic Medicine, University of Louisiana-Monroe, Monroe, Louisiana (Z.Y.A.)
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17
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Kumar S, Nadda N, Paul S, Gamanagatti S, Dash NR, Vanamail P, Saraya A, Shalimar, Nayak B. Evaluation of the cell-free DNA integrity index as a liquid biopsy marker to differentiate hepatocellular carcinoma from chronic liver disease. Front Mol Biosci 2022; 9:1024193. [PMID: 36483538 PMCID: PMC9723134 DOI: 10.3389/fmolb.2022.1024193] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Accepted: 11/08/2022] [Indexed: 08/19/2023] Open
Abstract
Background: Hepatocellular carcinoma (HCC) occurs in the majority of patients with underlying chronic liver disease (CLD) of viral and non-viral etiologies, which requires screening for early HCC diagnosis. Liquid biopsy holds great promise now for early detection, prognosis, and assessment of response to cancer therapy. Cell-free DNA (cfDNA) as a liquid biopsy marker can be easily detected by a real-time quantitative PCR (RT-qPCR) assay for a change in its concentration, integrity, and fragmentation in cancer. Methods: Patients with HCC (n = 100), CLD (n = 100), and healthy (n = 30) controls were included in the study. The cfDNA was isolated from serum and real-time quantitative PCR (RT-qPCR) was carried out using primer pairs for large (>205 bp) and small (110 bp) fragments of repetitive elements (ALU and LINE1) and housekeeping genes (β-Actin and GAPDH). Total cfDNA concentrations and integrity index were determined by the absolute quantitation method (L/S ratio or cfDII-integrity). The cfDII as a measure of fragmentation was determined by comparative Ct (2-ΔΔCt) method of relative quantification (cfDII-fragmentation). Using a receiver operating characteristic (ROC) curve, cfDII-integrity and cfDII-fragmentation were used to differentiate HCC from CLD patients or healthy controls. Results: The total cfDNA concentrations in the sera of HCC (244 ng/ml) patients were significantly higher than those of CLD (33 ng/ml) patients and healthy (16.88 ng/ml) controls. HCC patients have shown poor DNA integrity or excess cfDNA fragmentation than CLD patients and healthy controls. The cfDII-integrity of GAPDH and ALU fragment significantly differentiate HCC from CLD at AUROC 0.72 and 0.67, respectively. The cfDII-fragmentation following normalization with cfDNA of healthy control has shown significant differential capabilities of HCC from CLD at AUROC 0.67 using GAPDH and 0.68 using the ALU element. The ROC curve of LINE1 and β-actin cfDII was not found significant for any of the above methods. The cfDII-fragmentation trend in HCC patients of different etiologies was similar indicating increased cfDNA fragmentation irrespective of its etiology. Conclusion: The cfDII measuring both DNA integrity (L/S ratio) and fragmentation of the Alu and GAPDH genes can differentiate HCC from CLD patients and healthy individuals.
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Affiliation(s)
- Sonu Kumar
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
| | - Neeti Nadda
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
| | - Shashi Paul
- Department of Radiodiagnosis, All India Institute of Medical Sciences, New Delhi, India
| | - Shivanand Gamanagatti
- Department of Radiodiagnosis, All India Institute of Medical Sciences, New Delhi, India
| | - Nihar Ranjan Dash
- Department of Gastrointestinal Surgery, All India Institute of Medical Sciences, New Delhi, India
| | - Perumal Vanamail
- Department of Biostatistics in Obstetrics and Gynaecology, All India Institute of Medical Sciences, New Delhi, India
- Trichy SRM Medical College Hospital & Research Centre, Tiruchirappalli, Tamil Nadu, India
| | - Anoop Saraya
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
| | - Shalimar
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
| | - Baibaswata Nayak
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
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18
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Perge P, Nyirő G, Vékony B, Igaz P. Liquid biopsy for the assessment of adrenal cancer heterogeneity: where do we stand? Endocrine 2022; 77:425-431. [PMID: 35552979 PMCID: PMC9385753 DOI: 10.1007/s12020-022-03066-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Accepted: 04/27/2022] [Indexed: 02/06/2023]
Abstract
Almost 10 years have passed since the first attempts of liquid biopsy aimed at the characterisation of tumor cells present in the bloodstream from a regular sample of peripheral blood were performed. Liquid biopsy has been used to characterise tumor heterogeneity in various types of solid tumors including adrenocortical carcinoma. The development of molecular biology, genetics, and methodological advances such as digital PCR and next-generation sequencing allowed us to use besides circulating tumor cells a variety of circulating cell-free nucleic acids, DNAs, RNAs and microRNAs secreted by tumors into blood and other body fluids as specific molecular markers. These markers are used for diagnosis, to check tumor development, selecting efficient therapies, therapy monitoring and even possess prognostic power. In adrenocortical carcinoma, there are some studies reporting analysis of circulating tumor cells, circulating cell free DNA and microRNAs for assessing tumor heterogeneity. Among microRNAs, hsa-miR-483-5p seems to be the most important player. Combined with other microRNAs like hsa-miR-195, their expression correlates with recurrence-free survival. Most studies support the applicability of liquid biopsy for assessing temporal tumor heterogeneity (i.e. tumor progression) in adrenocortical cancer. In this mini-review, the available findings of liquid biopsy for assessing tumor heterogeneity in adrenocortical cancer are presented.
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Affiliation(s)
- Pál Perge
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, H-1083, Budapest, Hungary
| | - Gábor Nyirő
- Department of Endocrinology, ENS@T Research Center of Excellence, Faculty of Medicine, Semmelweis University, H-1083, Budapest, Hungary
- MTA-SE Molecular Medicine Research Group, Eötvös Loránd Research Network, H-1083, Budapest, Hungary
- Institute of Laboratory Medicine, Faculty of Medicine, Semmelweis University, H-1089, Budapest, Hungary
| | - Bálint Vékony
- Department of Endocrinology, ENS@T Research Center of Excellence, Faculty of Medicine, Semmelweis University, H-1083, Budapest, Hungary
| | - Peter Igaz
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, H-1083, Budapest, Hungary.
- Department of Endocrinology, ENS@T Research Center of Excellence, Faculty of Medicine, Semmelweis University, H-1083, Budapest, Hungary.
- MTA-SE Molecular Medicine Research Group, Eötvös Loránd Research Network, H-1083, Budapest, Hungary.
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19
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de Nóbrega M, Dos Reis MB, Pereira ÉR, de Souza MF, de Syllos Cólus IM. The potential of cell-free and exosomal microRNAs as biomarkers in liquid biopsy in patients with prostate cancer. J Cancer Res Clin Oncol 2022; 148:2893-2910. [PMID: 35922694 DOI: 10.1007/s00432-022-04213-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 07/14/2022] [Indexed: 12/19/2022]
Abstract
PURPOSE Prostate cancer (PCa) is the 4th most diagnosed cancer and the 8th leading cause of cancer-related death worldwide. Currently, clinical risk stratification models including factors like PSA levels, Gleason score, and digital rectal examination are used for this purpose. There is a need for novel biomarkers that can distinguish between indolent and aggressive pathology and reduce the risk of overdiagnosis/overtreatment. Liquid biopsy has a non-invasive character, can lead to less morbidity and provide new biomarkers, such as miRNAs, that regulate diverse important cellular processes. Here, we report an extended revision about the role of cell-free and exosomal miRNAs (exomiRNAs) as biomarkers for screening, diagnosis, prognosis, or treatment of PCa. METHODS A comprehensive review of the published literature was conducted focusing on the usefulness, advantages, and clinical applications of cell-free and exomiRNAs in serum and plasma. Using PubMed database 53 articles published between 2012 and 2021 were selected and discussed from the perspective of their use as diagnostic, prognostic and therapeutic biomarkers for PCa. RESULTS We identify 119 miRNAs associated with PCa development and the cell-free and exosomal miR-21, miR-141, miR-200c, and miR-375 were consistently associated with progression in multiple cohorts/studies. However, standardized experimental procedures, and well-defined and clinically relevant cohort studies are urgently needed to confirm the biomarker potential of cell-free and exomiRNAs in serum or plasma. CONCLUSION Cell-free and exomiRNAs in serum or plasma are promising tools for be used as non-invasive biomarkers for diagnostic, prognosis, therapy improvement and clinical outcome prediction in PCa patients.
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Affiliation(s)
- Monyse de Nóbrega
- Department of General Biology, Laboratory of Mutagenesis and Oncogenetics, Center of Biologic Sciences, State University of Londrina, Rodovia Celso Garcia Cid, PR-445, Km 380-University Campus, Londrina, PR, CEP 86057-970, Brazil
| | - Mariana Bisarro Dos Reis
- Barretos Cancer Hospital (Molecular Oncology Research Center), Barretos, SP, CEP 14784-400, Brazil
| | - Érica Romão Pereira
- Department of General Biology, Laboratory of Mutagenesis and Oncogenetics, Center of Biologic Sciences, State University of Londrina, Rodovia Celso Garcia Cid, PR-445, Km 380-University Campus, Londrina, PR, CEP 86057-970, Brazil
| | - Marilesia Ferreira de Souza
- Department of General Biology, Laboratory of Mutagenesis and Oncogenetics, Center of Biologic Sciences, State University of Londrina, Rodovia Celso Garcia Cid, PR-445, Km 380-University Campus, Londrina, PR, CEP 86057-970, Brazil
| | - Ilce Mara de Syllos Cólus
- Department of General Biology, Laboratory of Mutagenesis and Oncogenetics, Center of Biologic Sciences, State University of Londrina, Rodovia Celso Garcia Cid, PR-445, Km 380-University Campus, Londrina, PR, CEP 86057-970, Brazil.
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20
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Fidler G, Szilágyi-Rácz AA, Dávid P, Tolnai E, Rejtő L, Szász R, Póliska S, Biró S, Paholcsek M. Circulating microRNA sequencing revealed miRNome patterns in hematology and oncology patients aiding the prognosis of invasive aspergillosis. Sci Rep 2022; 12:7144. [PMID: 35504997 PMCID: PMC9065123 DOI: 10.1038/s41598-022-11239-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 04/18/2022] [Indexed: 11/20/2022] Open
Abstract
Invasive aspergillosis (IA) may occur as a serious complication of hematological malignancy. Delays in antifungal therapy can lead to an invasive disease resulting in high mortality. Currently, there are no well-established blood circulating microRNA biomarkers or laboratory tests which can be used to diagnose IA. Therefore, we aimed to define dysregulated miRNAs in hematology and oncology (HO) patients to identify biomarkers predisposing disease. We performed an in-depth analysis of high-throughput small transcriptome sequencing data obtained from the whole blood samples of our study cohort of 50 participants including 26 high-risk HO patients and 24 controls. By integrating in silico bioinformatic analyses of small noncoding RNA data, 57 miRNAs exhibiting significant expression differences (P < 0.05) were identified between IA-infected patients and non-IA HO patients. Among these, we found 36 differentially expressed miRNAs (DEMs) irrespective of HO malignancy. Of the top ranked DEMs, we found 14 significantly deregulated miRNAs, whose expression levels were successfully quantified by qRT-PCR. MiRNA target prediction revealed the involvement of IA related miRNAs in the biological pathways of tumorigenesis, the cell cycle, the immune response, cell differentiation and apoptosis.
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Affiliation(s)
- Gábor Fidler
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Egyetem tér 1., 4032, Debrecen, Hungary
| | - Anna Anita Szilágyi-Rácz
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Egyetem tér 1., 4032, Debrecen, Hungary
| | - Péter Dávid
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Egyetem tér 1., 4032, Debrecen, Hungary
| | - Emese Tolnai
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Egyetem tér 1., 4032, Debrecen, Hungary
| | - László Rejtő
- Department of Hematology, Jósa András Teaching Hospital, Nyíregyháza, Hungary
| | - Róbert Szász
- Division of Hematology, Institute of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Szilárd Póliska
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Sándor Biró
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Egyetem tér 1., 4032, Debrecen, Hungary
| | - Melinda Paholcsek
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Egyetem tér 1., 4032, Debrecen, Hungary.
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21
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Haselmann V, Hedtke M, Neumaier M. Liquid Profiling for Cancer Patient Stratification in Precision Medicine—Current Status and Challenges for Successful Implementation in Standard Care. Diagnostics (Basel) 2022; 12:diagnostics12030748. [PMID: 35328301 PMCID: PMC8947441 DOI: 10.3390/diagnostics12030748] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 03/09/2022] [Accepted: 03/11/2022] [Indexed: 12/13/2022] Open
Abstract
Circulating tumor DNA (ctDNA), accurately described by the term liquid profiling (LP), enables real-time assessment of the tumor mutational profile as a minimally invasive test and has therefore rapidly gained traction, particular for the management of cancer patients. By LP, tumor-specific genetic alterations can be determined as part of companion diagnostics to guide selection of appropriate targeted therapeutics. Because LP facilitates longitudinal monitoring of cancer patients, it can be used to detect acquired resistant mechanisms or as a personalized biomarker for earlier detection of disease recurrence, among other applications. However, LP is not yet integrated into routine care to the extent that might be expected. This is due to the lack of harmonization and standardization of preanalytical and analytical workflows, the lack of proper quality controls, limited evidence of its clinical utility, heterogeneous study results, the uncertainty of clinicians regarding the value and appropriate indications for LP and its interpretation, and finally, the lack of reimbursement for most LP tests. In this review, the value proposition of LP for cancer patient management and treatment optimization, the current status of implementation in standard care, and the main challenges that need to be overcome are discussed in detail.
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22
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Kondratskaya VA, Pokrovskaya MS, Doludin YV, Borisova AL, Limonova AS, Meshkov АN, Drapkina OM. Influence of preanalytical variables on the quality of cell-free DNA. Biobanking of cell-free DNA material. КАРДИОВАСКУЛЯРНАЯ ТЕРАПИЯ И ПРОФИЛАКТИКА 2022. [DOI: 10.15829/1728-8800-2021-3114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
The search for early disease markers and the development of diagnostic systems has recently been expanding within genomics. Genomic deoxyribonucleic acid (DNA), cell-free DNA (cfDNA) and microbiome DNA obtained from different types of samples (tissues, blood and its derivatives, feces, etc.) are used as objects of genetic research. It has been shown that cfDNA that enters the bloodstream, in particular, as a result of apoptosis, necrosis, active tumor secretion and metastasis, is of great importance for studying molecular mechanisms of the pathological process and application in clinical practice. Circulating nucleic acid analysis can be used to monitor response to treatment, assess drug resistance, and quantify minimal residual disease. The review article reflects the following information about the biomaterial: source of cfDNA, methods of cfDNA isolation, storage and use for the diagnosis of certain diseases. Cell-free DNA can be present in biological fluids such as blood, urine, saliva, synovial and cerebrospinal fluid. In most cases, cfDNA is isolated from blood derivatives (serum and plasma), while it is most correct to use blood plasma for cfDNA isolation. Optimal and economically justifiable is the use of ethylenediaminetetra-acetic acid tubes for taking blood and obtaining plasma with subsequent cfDNA isolation. There is evidence that the optimal shelf life in an ethylenediaminetetra-acetic acid tube from the moment of blood sampling to subsequent isolation is a 2-hour interval. After centrifugation, cfDNA in plasma (or serum) can be stored for a long time at a temperature of -80O C. Storage at -20O C is undesirable, since DNA fragmentation increases.
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Affiliation(s)
| | - M. S. Pokrovskaya
- National Medical Research Center for Therapy and Preventive Medicine
| | - Yu. V. Doludin
- National Medical Research Center for Therapy and Preventive Medicine
| | - A. L. Borisova
- National Medical Research Center for Therapy and Preventive Medicine
| | - A. S. Limonova
- National Medical Research Center for Therapy and Preventive Medicine
| | - А. N. Meshkov
- National Medical Research Center for Therapy and Preventive Medicine
| | - O. M. Drapkina
- National Medical Research Center for Therapy and Preventive Medicine
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23
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Alborelli I, Jermann PM. Preanalytical Variables and Sample Quality Control for Clinical Variant Analysis. Methods Mol Biol 2022; 2493:331-351. [PMID: 35751825 DOI: 10.1007/978-1-0716-2293-3_21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Broad molecular profiling by next-generation sequencing of solid tumors has become a critical tool for clinical decision-making in the era of precision oncology. In addition to many already approved targeted therapies, more than half of ongoing oncology-related clinical trials are biomarker-driven. Therefore, accurate and reliable assays are needed to assess the genetic make-up of tumor cells and guide clinicians in the therapy decision process. In order to obtain high-quality NGS data for variant detection, certain preanalytical steps and quality metrics should be followed. These include assessment of sample types, choice of extraction method, library preparation technology, sequencing platform, and finally sequencing quality control. Each of these steps has certain challenges and pitfalls that need to be addressed and overcome, respectively. In this chapter, we address the preanalytical quality control and how each of the involved steps may influence the final result. Following these guidelines and QC metrics may help in obtaining optimal results that will allow the precise and robust assessment of genetic variants in a clinical setting.
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Affiliation(s)
- Ilaria Alborelli
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Philip M Jermann
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland.
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24
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Patuleia SIS, van der Wall E, van Gils CH, Bakker MF, Jager A, Voorhorst-Ogink MM, van Diest PJ, Moelans CB. The changing microRNA landscape by color and cloudiness: a cautionary tale for nipple aspirate fluid biomarker analysis. Cell Oncol (Dordr) 2021; 44:1339-1349. [PMID: 34655415 PMCID: PMC8648697 DOI: 10.1007/s13402-021-00641-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 10/08/2021] [Indexed: 01/15/2023] Open
Abstract
PURPOSE Investigation of nipple aspirate fluid (NAF)-based microRNAs (miRNAs) as a potential screening tool for women at increased risk of developing breast cancer is the scope of our research. While aiming to identify discriminating NAF-miRNAs between women with different mammographic densities, we were confronted with an unexpected confounder: NAF sample appearance. Here we report and alert for the impact of NAF color and cloudiness on miRNA assessment. METHODS Seven classes of NAF colors coupled with cloudiness appearance were established. Using 173 NAF samples from 154 healthy women (19 samples were bilaterally collected), the expression of 14 target and 2 candidate endogenous control (EC) miRNAs was investigated using Taqman Advanced miRNA assays to identify significant differential expression patterns between color-cloudiness classes. Inter- and intra-individual variation of miRNA expression was analyzed using the coefficient of variation (CV). RESULTS We found that between the seven NAF classes, fold change miRNA expression differences ranged between 2.4 and 19.6 depending on the interrogated miRNA. Clear NAF samples exhibited higher miRNA expression levels compared to cloudy NAF samples with fold change differences ranging between 1.1 and 6.2. Inter-individual and intra-individual miRNA expression was fairly stable (CV < 15 %), but nevertheless impacted by NAF sample appearance. Within NAF classes, inter-individual variation was largest for green samples (CV 6-15 %) and smallest for bloody samples (CV 2-6 %). CONCLUSIONS Our data indicate that NAF color and cloudiness influence miRNA expression and should, therefore, be systematically registered using an objective color classification system. Given that sample appearance is an inherent feature of NAF, these variables should be statistically controlled for in multivariate data analyses. This cautionary note and recommendations could be of value beyond the field of NAF-miRNAs, given that variability in sample color and cloudiness is likewise observed in liquid biopsies such as urine, cerebrospinal fluid and sputum, and could thereby influence the levels of miRNAs and other biomarkers.
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Affiliation(s)
- Susana I S Patuleia
- Department of Pathology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Elsken van der Wall
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Carla H van Gils
- Department of Epidemiology of the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Marije F Bakker
- Department of Epidemiology of the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Agnes Jager
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Marleen M Voorhorst-Ogink
- Department of Pathology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Paul J van Diest
- Department of Pathology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Cathy B Moelans
- Department of Pathology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands.
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25
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Page K, Martinson LJ, Fernandez-Garcia D, Hills A, Gleason KLT, Gray MC, Rushton AJ, Nteliopoulos G, Hastings RK, Goddard K, Ions C, Parmar V, Primrose L, Openshaw MR, Guttery DS, Palmieri C, Ali S, Stebbing J, Coombes RC, Shaw JA. Circulating Tumor DNA Profiling From Breast Cancer Screening Through to Metastatic Disease. JCO Precis Oncol 2021; 5:PO.20.00522. [PMID: 34849446 PMCID: PMC8624092 DOI: 10.1200/po.20.00522] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 03/29/2021] [Accepted: 07/30/2021] [Indexed: 12/13/2022] Open
Abstract
PURPOSE We investigated the utility of the Oncomine Breast cfDNA Assay for detecting circulating tumor DNA (ctDNA) in women from a breast screening population, including healthy women with no abnormality detected by mammogram, and women on follow-up through to advanced breast cancer. MATERIALS AND METHODS Blood samples were taken from 373 women (127 healthy controls recruited through breast screening, 28 ductal carcinoma in situ, 60 primary breast cancers, 47 primary breast cancer on follow-up, and 111 metastatic breast cancers [MBC]) to recover plasma and germline DNA for analysis with the Oncomine Breast cfDNA Assay on the Ion S5 platform. RESULTS One hundred sixteen of 373 plasma samples had one or more somatic variants detected across eight of the 10 genes and were called ctDNA-positive; MBC had the highest proportion of ctDNA-positive samples (61; 55%) and healthy controls the lowest (20; 15.7%). ESR1, TP53, and PIK3CA mutations account for 93% of all variants detected and predict poor overall survival in MBC (hazard ratio = 3.461; 95% CI, 1.866 to 6.42; P = .001). Patients with MBC had higher plasma cell-free DNA levels, higher variant allele frequencies, and more polyclonal variants, notably in ESR1 than in all other groups. Only 15 individuals had evidence of potential clonal hematopoiesis of indeterminate potential mutations. CONCLUSION We were able detect ctDNA across the breast cancer spectrum, notably in MBC where variants in ESR1, TP53, and PIK3CA predicted poor overall survival. The assay could be used to monitor emergence of resistance mutations such as in ESR1 that herald resistance to aromatase inhibitors to tailor adjuvant therapies. However, we suggest caution is needed when interpreting results from a single plasma sample as variants were also detected in a small proportion of HCs.
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Affiliation(s)
- Karen Page
- Leicester Cancer Research Centre, University of Leicester, Leicester, United Kingdom
| | - Luke J. Martinson
- Leicester Cancer Research Centre, University of Leicester, Leicester, United Kingdom
| | | | - Allison Hills
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Kelly L. T. Gleason
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Molly C. Gray
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Amelia J. Rushton
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Georgios Nteliopoulos
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Robert K. Hastings
- Leicester Cancer Research Centre, University of Leicester, Leicester, United Kingdom
| | - Kate Goddard
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Charlotte Ions
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Vilas Parmar
- Leicester Cancer Research Centre, University of Leicester, Leicester, United Kingdom
| | - Lindsay Primrose
- Leicester Cancer Research Centre, University of Leicester, Leicester, United Kingdom
| | - Mark R. Openshaw
- Leicester Cancer Research Centre, University of Leicester, Leicester, United Kingdom
| | - David S. Guttery
- Leicester Cancer Research Centre, University of Leicester, Leicester, United Kingdom
| | - Carlo Palmieri
- Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Simak Ali
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Justin Stebbing
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - R. Charles Coombes
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Jacqueline A. Shaw
- Leicester Cancer Research Centre, University of Leicester, Leicester, United Kingdom
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26
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Shi L, Esfandiari L. Emerging on-chip electrokinetic based technologies for purification of circulating cancer biomarkers towards liquid biopsy: A review. Electrophoresis 2021; 43:288-308. [PMID: 34791687 DOI: 10.1002/elps.202100234] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 11/12/2021] [Accepted: 11/12/2021] [Indexed: 12/11/2022]
Abstract
Early detection of cancer can significantly reduce mortality and save lives. However, the current cancer diagnosis is highly dependent on costly, complex, and invasive procedures. Thus, a great deal of effort has been devoted to exploring new technologies based on liquid biopsy. Since liquid biopsy relies on detection of circulating biomarkers from biofluids, it is critical to isolate highly purified cancer-related biomarkers, including circulating tumor cells (CTCs), cell-free nucleic acids (cell-free DNA and cell-free RNA), small extracellular vesicles (exosomes), and proteins. The current clinical purification techniques are facing a number of drawbacks including low purity, long processing time, high cost, and difficulties in standardization. Here, we review a promising solution, on-chip electrokinetic-based methods, that have the advantage of small sample volume requirement, minimal damage to the biomarkers, rapid, and label-free criteria. We have also discussed the existing challenges of current on-chip electrokinetic technologies and suggested potential solutions that may be worthy of future studies.
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Affiliation(s)
- Leilei Shi
- Department of Electrical Engineering and Computer Science, College of Engineering and Applied Science, University of Cincinnati, Cincinnati, Ohio, USA
| | - Leyla Esfandiari
- Department of Electrical Engineering and Computer Science, College of Engineering and Applied Science, University of Cincinnati, Cincinnati, Ohio, USA.,Department of Biomedical Engineering, College of Engineering and Applied Science, University of Cincinnati, Cincinnati, Ohio, USA
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27
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Malapelle U, Pisapia P, Addeo A, Arrieta O, Bellosillo B, Cardona AF, Cristofanilli M, De Miguel-Perez D, Denninghoff V, Durán I, Jantus-Lewintre E, Nuzzo PV, O'Byrne K, Pauwels P, Pickering EM, Raez LE, Russo A, Serrano MJ, Gandara DR, Troncone G, Rolfo C. Liquid biopsy from research to clinical practice: focus on non-small cell lung cancer. Expert Rev Mol Diagn 2021; 21:1165-1178. [PMID: 34570988 DOI: 10.1080/14737159.2021.1985468] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
INTRODUCTION In the current era of personalized medicine, liquid biopsy has acquired a relevant importance in patient management of advanced stage non-small cell lung cancer (NSCLC). As a matter of fact, liquid biopsy may supplant the problem of inadequate tissue for molecular testing. The term 'liquid biopsy' refers to a number of different biological fluids, but is most clearly associated with plasma-related platforms. It must be taken into account that pre-analytical processing and the selection of the appropriate technology according to the clinical context may condition the results obtained. In addition, novel clinical applications beyond the evaluation of the molecular status of predictive biomarkers are currently under investigation. AREAS COVERED This review summarizes the available evidence on pre-analytical issues and different clinical applications of liquid biopsies in NSCLC patients. EXPERT OPINION Liquid biopsy should be considered not only as a valid alternative but as complementary to tissue-based molecular approaches. Careful attention should be paid to the optimization and standardization of all phases of liquid biopsy samples management in order to determine a significant improvement in either sensitivity or specificity, while significant reducing the number of 'false negative' or 'false positive' molecular results.
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Affiliation(s)
- Umberto Malapelle
- Department of Public Health, University of Naples Federico Ii, Naples, Italy
| | - Pasquale Pisapia
- Department of Public Health, University of Naples Federico Ii, Naples, Italy
| | - Alfredo Addeo
- Oncology Department, University Hospital Geneva, Geneva, Switzerland
| | - Oscar Arrieta
- Thoracic Oncology Unit, Instituto Nacional de Cancerología (INCan), México City, México
| | - Beatriz Bellosillo
- Department of Pathology, Hospital Del Mar, Barcelona, Spain.,Department of Pathology, Ciberonc, Madrid, Spain
| | - Andres F Cardona
- Department of Oncology, Clinical and Translational Oncology Group, Clínica Del Country, Bogotá, Colombia.,Department of Oncology, Foundation for Clinical and Applied Cancer Research (Ficmac), Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-g/oncolgroup), Universidad el Bosque, Bogotá, Colombia
| | - Massimo Cristofanilli
- Division of Hematology and Oncology, Department of Medicine, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Diego De Miguel-Perez
- GENyO, Centre for Genomics and Oncological Research, Pfizer-University of Granada-Andalusian Regional Government, Liquid Biopsy and Cancer Interception Group, Granada, Spain.,Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Valeria Denninghoff
- Department of Pathology, University of Buenos Aires - National Council for Scientific and Technical Research (Conicet), Buenos Aires, Argentina
| | - Ignacio Durán
- Department of Oncology, Hospital Universitario Marques de Valdecilla, IDIVAL, Santander, Spain
| | - Eloísa Jantus-Lewintre
- Department of Pathology, Ciberonc, Madrid, Spain.,Molecular Oncology Laboratory, Fundación Para La Investigación Del Hospital General Universitario De Valencia, Valencia, Spain.,Mixed Unit TRIAL, (Príncipe Felipe Research Centre & Fundación Para La Investigación Del Hospital General Universitario De Valencia), Valencia, Spain.,Department of Biotechnology, Universitat Politècnica De València, Valencia, Spain
| | - Pier Vitale Nuzzo
- Department of Medical Oncology, The Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Ken O'Byrne
- Medical Oncology, Princess Alexandra Hospital, Queensland University of Technology, Brisbane City, Australia
| | - Patrick Pauwels
- Center for Oncological Research Antwerp (Core), Integrated Personalized & Precision Oncology Network (IPPON), University of Antwerp (Uantwerp), Wilrijk, Belgium.,Laboratory of Pathological Anatomy, Antwerp University Hospital (UZA), Edegem, Belgium
| | - Edward M Pickering
- Divison of Pulmonary and Critical Care Medicine, Section of Interventional Pulmonology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Luis E Raez
- Thoracic Oncology Program, Memorial Cancer Institute/Memorial Health Care System, Florida International University, Miami, FL, USA
| | - Alessandro Russo
- Department of Oncology, Medical Oncology Unit, A.O. Papardo, Messina, Italy
| | - Maria José Serrano
- GENyO, Centre for Genomics and Oncological Research, Pfizer-University of Granada-Andalusian Regional Government, Liquid Biopsy and Cancer Interception Group, Granada, Spain
| | - David R Gandara
- Department of Internal Medicine, UC Davis Comprehensive Cancer Center, Sacramento, CA, USA
| | - Giancarlo Troncone
- Department of Public Health, University of Naples Federico Ii, Naples, Italy
| | - Christian Rolfo
- Center for Thoracic Oncology, Tisch Cancer Institute, Mount Sinai Medical System & Icahn School of Medicine, New York, NY, USA
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28
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Jackson AM, Amato-Menker C, Bettinotti M. Cell-free DNA diagnostics in transplantation utilizing next generation sequencing. Hum Immunol 2021; 82:850-858. [PMID: 34600770 DOI: 10.1016/j.humimm.2021.07.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 06/29/2021] [Accepted: 07/12/2021] [Indexed: 12/25/2022]
Abstract
The use of Next Generation Sequencing (NGS) to interrogate cell-free DNA (cfDNA) as a transplant diagnostic provides a crucial step in improving the accuracy of post-transplant monitoring of allograft health. cfDNA interrogation provides a powerful, yet minimally invasive, biomarker for disease and tissue injury. cfDNA can be isolated from a variety of body fluids and analyzed using bioinformatics to unlock its origins. Furthermore, cfDNA characteristics can reveal the mechanisms and conditions under which it was generated and released. In transplantation, donor-derived cfDNA monitoring provides a tool for identifying active allograft injury at the time of transplant, infection, and rejection. Multiple detection and interrogation methods for cfDNA detection are now being evaluated for clinical validity and hold the promise to provide minimally invasive, quantitative, and reproducible measures of allograft injury across organ types.
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Affiliation(s)
- Annette M Jackson
- Duke University, Department of Surgery, DUMC Box 2645, Durham, NC 27710, USA.
| | - Carly Amato-Menker
- West Virginia University, Microbiology, Immunology, and Cell Biology, Morgantown, WV, USA
| | - Maria Bettinotti
- Johns Hopkins University, Department of Pathology, 2041 E. Monument Street, Baltimore, MD 21205, USA
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Rolfo C, Mack P, Scagliotti GV, Aggarwal C, Arcila ME, Barlesi F, Bivona T, Diehn M, Dive C, Dziadziuszko R, Leighl N, Malapelle U, Mok T, Peled N, Raez LE, Sequist L, Sholl L, Swanton C, Abbosh C, Tan D, Wakelee H, Wistuba I, Bunn R, Freeman-Daily J, Wynes M, Belani C, Mitsudomi T, Gandara D. Liquid Biopsy for Advanced NSCLC: A Consensus Statement From the International Association for the Study of Lung Cancer. J Thorac Oncol 2021; 16:1647-1662. [PMID: 34246791 DOI: 10.1016/j.jtho.2021.06.017] [Citation(s) in RCA: 265] [Impact Index Per Article: 88.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 06/03/2021] [Accepted: 06/21/2021] [Indexed: 12/11/2022]
Abstract
Although precision medicine has had a mixed impact on the clinical management of patients with advanced-stage cancer overall, for NSCLC, and more specifically for lung adenocarcinoma, the advances have been dramatic, largely owing to the genomic complexity and growing number of druggable oncogene drivers. Furthermore, although tumor tissue is historically the "accepted standard" biospecimen for these molecular analyses, there are considerable innate limitations. Thus, liquid biopsy represents a practical alternative source for investigating tumor-derived somatic alterations. Although data are most robust in NSCLC, patients with other cancer types may also benefit from this minimally invasive approach to facilitate selection of targeted therapies. The liquid biopsy approach includes a variety of methodologies for circulating analytes. From a clinical point of view, plasma circulating tumor DNA is the most extensively studied and widely adopted alternative to tissue tumor genotyping in solid tumors, including NSCLC, first entering clinical practice for detection of EGFR mutations in NSCLC. Since the publication of the first International Association for the Study of Lung Cancer (IASLC) liquid biopsy statement in 2018, several additional advances have been made in this field, leading to changes in the therapeutic decision-making algorithm for advanced NSCLC and prompting this 2021 update. In view of the novel and impressive technological advances made in the past few years, the growing clinical application of plasma-based, next-generation sequencing, and the recent Food and Drug and Administration approval in the United States of two different assays for circulating tumor DNA analysis, IASLC revisited the role of liquid biopsy in therapeutic decision-making in a recent workshop in October 2020 and the question of "plasma first" versus "tissue first" approach toward molecular testing for advanced NSCLC. Moreover, evidence-based recommendations from IASLC provide an international perspective on when to order which test and how to interpret the results. Here, we present updates and additional considerations to the previous statement article as a consensus from a multidisciplinary and international team of experts selected by IASLC.
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Affiliation(s)
- Christian Rolfo
- Center for Thoracic Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Philip Mack
- Center for Thoracic Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Giorgio V Scagliotti
- Department of Oncology, University of Turin, San Luigi Hospital, Orbassano, Italy
| | - Charu Aggarwal
- Division of Hematology and Oncology, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Maria E Arcila
- Department of Pathology, Molecular Diagnostics Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Fabrice Barlesi
- CRCM, CNRS, INSERM, Aix Marseille University, Marseille, France; Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Trever Bivona
- Department of Medicine, University of California San Francisco, San Francisco, California; Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California; Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, California
| | - Maximilian Diehn
- Department of Radiation Oncology, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California; Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | - Caroline Dive
- Cancer Research UK Manchester Institute Cancer Biomarker Centre, University of Manchester, Manchester, United Kingdom; Cancer Research UK Lung Cancer Centre of Excellence, University of Manchester, Manchester, United Kingdom
| | - Rafal Dziadziuszko
- Department of Oncology and Radiotherapy, Medical University of Gdańsk, Gdańsk, Poland
| | - Natasha Leighl
- Princess Margaret Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Umberto Malapelle
- Department of Public Health, University Federico II of Naples, Naples, Italy
| | - Tony Mok
- State Key Laboratory of Translational Oncology, Chinese University of Hong Kong, Hong Kong
| | - Nir Peled
- The Legacy Heritage Oncology Center and Dr. Larry Norton Institute, Soroka University Medical Center, Beer-Sheva, Israel
| | - Luis E Raez
- Thoracic Oncology Program, Memorial Cancer Institute/Memorial Health Care System, Florida International University, Miami, Florida
| | - Lecia Sequist
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts; Department of Biostatistics, Massachusetts General Hospital, Boston, Massachusetts; Center for Cancer Research, Massachusetts General Hospital, Boston, Massachusetts
| | - Lynette Sholl
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Charles Swanton
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, United Kingdom; Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, United Kingdom
| | - Chris Abbosh
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, United Kingdom
| | - Daniel Tan
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore; Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | - Heather Wakelee
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California
| | - Ignacio Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Rebecca Bunn
- International Association for the Study of Lung Cancer, Aurora, Colorado
| | | | - Murry Wynes
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Chandra Belani
- Department of Medicine Penn State College of Medicine, Penn State Cancer Institute, Hershey, Pennsylvania
| | - Tetsuya Mitsudomi
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Ohno-Higashi, Osaka-Sayama, Japan
| | - David Gandara
- Division of Hematology/Oncology, UC Davis Comprehensive Cancer Center, Sacramento, California.
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Gally TB, Aleluia MM, Borges GF, Kaneto CM. Circulating MicroRNAs as Novel Potential Diagnostic Biomarkers for Osteosarcoma: A Systematic Review. Biomolecules 2021; 11:biom11101432. [PMID: 34680065 PMCID: PMC8533382 DOI: 10.3390/biom11101432] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 07/16/2021] [Accepted: 07/20/2021] [Indexed: 01/12/2023] Open
Abstract
Osteosarcoma (OS) is a fast-progressing bone tumor with high incidence in children and adolescents. The main diagnostic methods for OS are imaging exams and biopsies. In spite of the several resources available for detecting the disease, establishing an early diagnosis is still difficult, resulting in worse prognosis and lower survival rates for patients with OS. The identification of novel biomarkers would be helpful, and recently, circulating microRNAs (miRNAs) have been pointed to as possible non-invasive biomarkers. In order to assess the effectiveness of miRNA research, we performed a systematic review to assess the potential role of circulating miRNAs as biomarkers for OS diagnosis. We performed a search in various databases—PubMed, LILACS (Literatura Latino-americana e do Caribe em Ciências da Saúde), VHL (Virtual Health Library), Elsevier, Web of Science, Gale Academic One File—using the terms: “Circulating microRNAs” OR “plasma microRNAs” OR “serum microRNAs” OR “blood microRNAs” OR “cell-free microRNAs” OR “exosome microRNAs” OR “extracellular vesicles microRNAs” OR “liquid biopsy” AND “osteosarcoma” AND “diagnostic”. We found 35 eligible studies that were independently identified and had had their quality assessed according to Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) guidelines. Despite the useful number of publications on this subject and the fact that several microRNAs showed excellent diagnostic performance for OS, the lack of consistency in results suggests that additional prospective studies are needed to confirm the role of circulating miRNAs as non-invasive biomarkers in OS.
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Affiliation(s)
- Thaís Borges Gally
- Department of Health Sciences, Universidade Estadual de Santa Cruz, llhéus 45662-900, BA, Brazil;
| | - Milena Magalhães Aleluia
- Department of Biological Sciences, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, BA, Brazil;
| | - Grasiely Faccin Borges
- Public Policies and Social Technologies Center, Federal University of Southern Bahia, Itabuna 45613-204, BA, Brazil;
| | - Carla Martins Kaneto
- Department of Biological Sciences, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, BA, Brazil;
- Correspondence:
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The relevance of liquid biopsy in surgical oncology: The application of perioperative circulating nucleic acid dynamics in improving patient outcomes. Surgeon 2021; 20:e163-e173. [PMID: 34362650 DOI: 10.1016/j.surge.2021.06.006] [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: 01/06/2021] [Revised: 06/13/2021] [Accepted: 06/23/2021] [Indexed: 11/20/2022]
Abstract
BACKGROUND Liquid biopsy is gaining increasing clinical utility in the management of cancer patients. The main components of a liquid biopsy are circulating nucleic acids, circulating tumour cells and extracellular vesicles such as exosomes. Circulating nucleic acids including cell free DNA (cfDNA) and circulating tumour DNA (ctDNA) in particular have been the focus of recent attention as they have demonstrated excellent potential in cancer screening, provision of prognostic information and in genomic profiling of a tumour without the need for repeated tissue biopsies. The aim of this review was to explore the current evidence in relation to the use of liquid biopsy in the perioperative setting and identify ways in which liquid biopsy may be applied in the future. METHODS This narrative review is based on a comprehensive literature search up to the 1st of June 2020 for papers relevant to the application of liquid biopsy in surgical oncology, focusing particularly on the perioperative period. RESULTS Recent evidence has demonstrated that perioperative liquid biopsy can accurately stratify patients' risk of recurrence compared to conventional biomarkers. Attention to the perioperative dynamics of liquid biopsy components can potentially provide new understanding of the complex relationship between surgery and cancer outcome. In addition, careful evaluation of liquid biopsy components in the perioperative window may provide important diagnostic and therapeutic information for cancer patients. CONCLUSION The rapidly evolving concept of the liquid biopsy has the potential to become the cornerstone for decision making around surveillance and adjuvant therapies the era of personalised medicine.
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Liquid Biopsy Analysis in Clinical Practice: Focus on Lung Cancer. JOURNAL OF MOLECULAR PATHOLOGY 2021. [DOI: 10.3390/jmp2030021] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Lung cancer is the leading cause of cancer death worldwide. Despite the emergence of highly effective targeted therapies, up to 30% of advanced stage non-small cell lung cancer (NSCLC) patients do not undergo tissue molecular testing because of scarce tissue availability. Liquid biopsy, on the other hand, offers these patients a valuable opportunity to receive the best treatment options in a timely manner. Indeed, besides being much faster and less invasive than conventional tissue-based analysis, it can also yield specific information about the genetic make-up and evolution of patients’ tumors. However, several issues, including lack of standardized protocols for sample collection, processing, and interpretation, still need to be addressed before liquid biopsy can be fully incorporated into routine oncology practice. Here, we reviewed the most important challenges hindering the implementation of liquid biopsy in oncology practice, as well as the great advantages of this approach for the treatment of NSCLC patients.
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Nteliopoulos G, Page K, Hills A, Howarth K, Emmett W, Green E, Martinson LJ, Fernadez-Garcia D, Hastings R, Guttery DS, Kenny L, Stebbing J, Cleator S, Rehman F, Gleason KLT, Sanela A, Ion C, Rushton AJ, Rosenfeld N, Coombes RC, Shaw JA. Comparison of two targeted ultra-deep sequencing technologies for analysis of plasma circulating tumour DNA in endocrine-therapy-resistant breast cancer patients. Breast Cancer Res Treat 2021; 188:465-476. [PMID: 34097174 PMCID: PMC8260509 DOI: 10.1007/s10549-021-06220-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 03/30/2021] [Indexed: 12/15/2022]
Abstract
PURPOSE There is growing interest in the application of circulating tumour DNA (ctDNA) as a sensitive tool for monitoring tumour evolution and guiding targeted therapy in patients with cancer. However, robust comparisons of different platform technologies are still required. Here we compared the InVisionSeq™ ctDNA Assay with the Oncomine™ Breast cfDNA Assay to assess their concordance and feasibility for the detection of mutations in plasma at low (< 0.5%) variant allele fraction (VAF). METHODS Ninety-six plasma samples from 50 patients with estrogen receptor (ER)-positive metastatic breast cancer (mBC) were profiled using the InVision Assay. Results were compared to the Oncomine assay in 30 samples from 26 patients, where there was sufficient material and variants were covered by both assays. Longitudinal samples were analysed for 8 patients with endocrine resistance. RESULTS We detected alterations in 59/96 samples from 34/50 patients analysed with the InVision assay, most frequently affecting ESR1, PIK3CA and TP53. Complete or partial concordance was found in 28/30 samples analysed by both assays, and VAF values were highly correlated. Excellent concordance was found for most genes, and most discordant calls occurred at VAF < 1%. In longitudinal samples from progressing patients with endocrine resistance, we detected consistent alterations in sequential samples, most commonly in ESR1 and PIK3CA. CONCLUSION This study shows that both ultra-deep next-generation sequencing (NGS) technologies can detect genomic alternations even at low VAFs in plasma samples of mBC patients. The strong agreement of the technologies indicates sufficient reproducibility for clinical use as prognosic and predictive biomarker.
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Affiliation(s)
- Georgios Nteliopoulos
- Department of Surgery and Cancer, Division of Cancer, Imperial College London, London, UK
| | - Karen Page
- Department of Genetics and Genome Biology and Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Allison Hills
- Department of Surgery and Cancer, Division of Cancer, Imperial College London, London, UK
| | | | | | | | - Luke J Martinson
- Department of Genetics and Genome Biology and Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Daniel Fernadez-Garcia
- Department of Genetics and Genome Biology and Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Robert Hastings
- Department of Genetics and Genome Biology and Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - David S Guttery
- Department of Genetics and Genome Biology and Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Laura Kenny
- Department of Medical Oncology, Imperial College London, Charing Cross Hospital, London, UK
| | - Justin Stebbing
- Department of Medical Oncology, Imperial College London, Charing Cross Hospital, London, UK
| | - Susan Cleator
- Department of Medical Oncology, Imperial College London, Charing Cross Hospital, London, UK
| | - Farah Rehman
- Department of Medical Oncology, Imperial College London, Charing Cross Hospital, London, UK
| | - Kelly L T Gleason
- Department of Medical Oncology, Imperial College London, Charing Cross Hospital, London, UK
| | - Andrijac Sanela
- Department of Medical Oncology, Imperial College London, Charing Cross Hospital, London, UK
| | - Charlotte Ion
- Department of Medical Oncology, Imperial College London, Charing Cross Hospital, London, UK
| | - Amelia J Rushton
- Department of Surgery and Cancer, Division of Cancer, Imperial College London, London, UK
| | | | - R Charles Coombes
- Department of Surgery and Cancer, Division of Cancer, Imperial College London, London, UK
| | - Jacqueline A Shaw
- Department of Genetics and Genome Biology and Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK.
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From Sampling to Sequencing: A Liquid Biopsy Pre-Analytic Workflow to Maximize Multi-Layer Genomic Information from a Single Tube. Cancers (Basel) 2021; 13:cancers13123002. [PMID: 34203921 PMCID: PMC8232701 DOI: 10.3390/cancers13123002] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 05/03/2021] [Accepted: 06/09/2021] [Indexed: 01/09/2023] Open
Abstract
Simple Summary Liquid biopsies seek to isolate tumor derived genetic material that circulates in blood plasma or cerebrospinal fluid. The less-invasive character of liquid biopsies combined with the option for serial analyses bears enormous potential for treatment monitoring or surveillance. We aimed to establish robust sampling protocols and pre-analytical workflows to allow for site independent multi-layer liquid biopsy testing. For an optimal usage of precious material, we explored sample stabilization in various conservation tubes and describe a protocol for the parallel isolation of cell-free DNA and RNA. Quantification and quality control steps were optimized for minimal sample use with both high sensitivity and reproducibility. We provide detailed step-by-step information on how to i) choose the best-suited protocol and ii) implement this in the liquid biopsy workflow. We believe that our study has potential to increase comparability of liquid biopsy approaches to bring these one step closer to routine clinical application. Abstract Liquid biopsies hold great promise for the management of cancer. Reliable liquid biopsy data depend on stable and reproducible pre-analytical protocols that comply with quality measures, irrespective of the sampling and processing site. We established a workflow for plasma preservation, followed by processing, cell-free nucleic acid isolation, quantification, and enrichment of potentially tumor-derived cell-free DNA and RNA. Employing the same input material for a direct comparison of different kits and protocols allowed us to formulate unbiased recommendations for sample collection, storage, and processing. The presented workflow integrates the stabilization in Norgen, PAX, or Streck tubes and subsequent parallel isolation of cell-free DNA and RNA with NucleoSnap and NucleoSpin. Qubit, Bioanalyzer, and TapeStation quantification and quality control steps were optimized for minimal sample use and high sensitivity and reproducibility. We show the efficiency of the proposed workflow by successful droplet digital PCR amplification of both cell-free DNA and RNA and by detection of tumor-specific alterations in low-coverage whole-genome sequencing and DNA methylation profiling of plasma-derived cell-free DNA. For the first time, we demonstrated successful parallel extraction of cell-free DNA and RNA from plasma samples. This workflow paves the road towards multi-layer genomic analysis from one single liquid biopsy sample.
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Chorley BN, Atabakhsh E, Doran G, Gautier JC, Ellinger-Ziegelbauer H, Jackson D, Sharapova T, Yuen PST, Church RJ, Couttet P, Froetschl R, McDuffie J, Martinez V, Pande P, Peel L, Rafferty C, Simutis FJ, Harrill AH. Methodological considerations for measuring biofluid-based microRNA biomarkers. Crit Rev Toxicol 2021; 51:264-282. [PMID: 34038674 DOI: 10.1080/10408444.2021.1907530] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
MicroRNAs (miRNAs) are small non-coding RNA that regulate the expression of messenger RNA and are implicated in almost all cellular processes. Importantly, miRNAs can be released extracellularly and are stable in these matrices where they may serve as indicators of organ or cell-specific toxicity, disease, and biological status. There has thus been great enthusiasm for developing miRNAs as biomarkers of adverse outcomes for scientific, regulatory, and clinical purposes. Despite advances in measurement capabilities for miRNAs, miRNAs are still not routinely employed as noninvasive biomarkers. This is in part due to the lack of standard approaches for sample preparation and miRNA measurement and uncertainty in their biological interpretation. Members of the microRNA Biomarkers Workgroup within the Health and Environmental Sciences Institute's (HESI) Committee on Emerging Systems Toxicology for the Assessment of Risk (eSTAR) are a consortium of private- and public-sector scientists dedicated to developing miRNAs as applied biomarkers. Here, we explore major impediments to routine acceptance and use of miRNA biomarkers and case examples of successes and deficiencies in development. Finally, we provide insight on miRNA measurement, collection, and analysis tools to provide solid footing for addressing knowledge gaps toward routine biomarker use.
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Affiliation(s)
- Brian N Chorley
- U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | | | | | | | | | - David Jackson
- Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | | | - Peter S T Yuen
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Rachel J Church
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | | | | | | | | | | | - Lauren Peel
- Health and Environmental Sciences Institute, Washington, DC, USA
| | | | | | - Alison H Harrill
- National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA
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Bryzgunova O, Konoshenko M, Zaporozhchenko I, Yakovlev A, Laktionov P. Isolation of Cell-Free miRNA from Biological Fluids: Influencing Factors and Methods. Diagnostics (Basel) 2021; 11:865. [PMID: 34064927 PMCID: PMC8151063 DOI: 10.3390/diagnostics11050865] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 04/29/2021] [Accepted: 05/04/2021] [Indexed: 12/11/2022] Open
Abstract
A vast wealth of recent research has seen attempts of using microRNA (miRNA) found in biological fluids in clinical research and medicine. One of the reasons behind this trend is the apparent their high stability of cell-free miRNA conferred by small size and packaging in supramolecular complexes. However, researchers in both basic and clinical settings often face the problem of selecting adequate methods to extract appropriate quality miRNA preparations for use in specific downstream analysis pipelines. This review outlines the variety of different methods of miRNA isolation from biofluids and examines the key determinants of their efficiency, including, but not limited to, the structural properties of miRNA and factors defining their stability in the extracellular environment.
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Affiliation(s)
- Olga Bryzgunova
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch, Russian Academy of Sciences, 630090 Novosibirsk, Russia; (M.K.); (A.Y.); (P.L.)
- Meshalkin Siberian Federal Biomedical Research Center, Ministry of Public Health of the Russian Federation, 630055 Novosibirsk, Russia
| | - Maria Konoshenko
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch, Russian Academy of Sciences, 630090 Novosibirsk, Russia; (M.K.); (A.Y.); (P.L.)
- Meshalkin Siberian Federal Biomedical Research Center, Ministry of Public Health of the Russian Federation, 630055 Novosibirsk, Russia
| | - Ivan Zaporozhchenko
- Department of Molecular Biology and Genetics, Aarhus University, 8000 Aarhus, Denmark;
| | - Alexey Yakovlev
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch, Russian Academy of Sciences, 630090 Novosibirsk, Russia; (M.K.); (A.Y.); (P.L.)
- Meshalkin Siberian Federal Biomedical Research Center, Ministry of Public Health of the Russian Federation, 630055 Novosibirsk, Russia
| | - Pavel Laktionov
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch, Russian Academy of Sciences, 630090 Novosibirsk, Russia; (M.K.); (A.Y.); (P.L.)
- Meshalkin Siberian Federal Biomedical Research Center, Ministry of Public Health of the Russian Federation, 630055 Novosibirsk, Russia
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Pisapia P, Costa JL, Pepe F, Russo G, Gragnano G, Russo A, Iaccarino A, de Miguel-Perez D, Serrano MJ, Denninghoff V, Quagliata L, Rolfo C, Malapelle U. Next generation sequencing for liquid biopsy based testing in non-small cell lung cancer in 2021. Crit Rev Oncol Hematol 2021; 161:103311. [PMID: 33781866 DOI: 10.1016/j.critrevonc.2021.103311] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 03/22/2021] [Accepted: 03/23/2021] [Indexed: 12/15/2022] Open
Abstract
Lung cancer is the leading cause of cancer death worldwide, with non-small cell lung cancer (NSCLC) representing its most commonly diagnosed sub-type. Despite the significant improvements in lung cancer biomarkers knowledge, accompanied by substantial technological advances in molecular tumor profiling, a considerable fraction (up to 30 %) of advanced NSCLC patient presents with major testing challenges or tissue unavailability for molecular analysis. In this context, liquid biopsy is on the rise, currently gaining considerable interest within the molecular pathology and oncology community. Molecular profiling of liquid biopsy specimens using next generation molecular biology methodologies is a rapidly evolving field with promising applications not exclusively limited to advanced stages but also more recently expanding to early stages cancer patients. Here, we offer an overview of some of the most consolidated and emerging applications of next generation sequencing technologies for liquid biopsy testing in NSCLC.
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Affiliation(s)
- Pasquale Pisapia
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - José Luis Costa
- Medical Affairs Clinical NGS and Oncology Division Life Sciences Solutions, Thermo Fisher Scientific, Zug, Switzerland
| | - Francesco Pepe
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Gianluca Russo
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Gianluca Gragnano
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | | | - Antonino Iaccarino
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Diego de Miguel-Perez
- Liquid Biopsy and Metastasis Research Group, GENYO, Centre for Genomics and Oncological Research: Pfizer, University of Granada, Andalusian Regional Government PTS, Granada, Spain; Thoracic Medical Oncology, Marlene and Stewart Greenebaum Cancer Center, University of Maryland, Baltimore, MD, USA
| | - Maria Josè Serrano
- Liquid Biopsy and Metastasis Research Group, GENYO, Centre for Genomics and Oncological Research: Pfizer, University of Granada, Andalusian Regional Government PTS, Granada, Spain
| | - Valeria Denninghoff
- University of Buenos Aires - National Council for Scientific and Technical Research (CONICET), Buenos Aires, Argentina
| | - Luca Quagliata
- Medical Affairs Clinical NGS and Oncology Division Life Sciences Solutions, Thermo Fisher Scientific, Zug, Switzerland
| | - Christian Rolfo
- Thoracic Medical Oncology, Marlene and Stewart Greenebaum Cancer Center, University of Maryland, Baltimore, MD, USA
| | - Umberto Malapelle
- Department of Public Health, University of Naples Federico II, Naples, Italy.
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Andersson D, Kristiansson H, Kubista M, Ståhlberg A. Ultrasensitive circulating tumor DNA analysis enables precision medicine: experimental workflow considerations. Expert Rev Mol Diagn 2021; 21:299-310. [PMID: 33683971 DOI: 10.1080/14737159.2021.1889371] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Introduction: Circulating tumor DNA (ctDNA) has become a relevant biomarker in cancer management, allowing tumor assessment through analysis of minimally invasive liquid biopsies. Applications include screening, diagnostics, monitoring of treatment efficacy and detection of minimal residual disease as well as relapse. The potential of ctDNA analysis is significant, but several biological and technical challenges need to be addressed before widespread clinical implementation.Areas covered: Several clinical applications where ctDNA analysis may be beneficial require detection of individual DNA molecules. Consequently, to acquire accurate and informative data the entire workflow from sampling to final data interpretation needs to be optimized. In this review, we discuss the biological and technical challenges of ctDNA analysis and how preanalytical and analytical approaches affect different cancer applications.Expert opinion: While numerous studies have demonstrated the potential of using ctDNA in cancer applications, yet few reports about true clinical utility exist. Despite encouraging data, the sensitivity of ctDNA analyses, i.e. the probability to detect presence of cancer in liquid biopsies, is still an issue. Analysis of multiple mutations in combination with simultaneous assessment of other analytes is one solution. Improved standardization and guidelines will also facilitate the introduction of ctDNA analysis into clinical routine.
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Affiliation(s)
- Daniel Andersson
- Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Helena Kristiansson
- Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden.,Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Mikael Kubista
- Institute of Biotechnology, Czech Academy of Sciences, Vestec, Czech Republic.,TATAA Biocenter, Gothenburg, Sweden
| | - Anders Ståhlberg
- Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden.,Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden.,Department of Clinical Genetics and Genomics, Sahlgrenska University Hospital, Gothenburg, Sweden
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Exploration of cell-free DNA (cfDNA) recovery for touch deposits. Forensic Sci Int Genet 2020; 51:102431. [PMID: 33260058 DOI: 10.1016/j.fsigen.2020.102431] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 11/12/2020] [Accepted: 11/15/2020] [Indexed: 12/15/2022]
Abstract
Although touch deposit DNA is widely used in forensic casework, its cellular and acellular contents and their biological origins are poorly understood. There is evidence that the cell-free component of DNA deposited by handling may contribute substantial genetic information; however, most research into touch DNA recovery does not separate cellular and cell-free fractions or seek to characterize their contents. This work is an important early step in developing methods to isolate the cfDNA from biological material deposited by handling. Size-filtration as a separation technique was determined to be prone to DNA loss, even on optimized control samples of pure ladder DNA. Centrifugal separation was optimized to determine minimum speed and time required to reliably remove all cellular debris from the material collected by rinsing donor hands. To determine if the centrifugal force risked rupturing shed corneocyte cells and releasing cellular DNA into the supernatant, DNA levels were measured, and cells were visualized microscopically before and after centrifugation of hand rinses. Heated buccal cells were used as a positive control to demonstrate cell rupture would be detected with these methods. Following the determination of a suitable separation technique, an investigation into purification methods for cfDNA was conducted. DNA recovery using three kits for plasma cfDNA, one for PCR clean-up and one for genomic DNA were assessed on both ladder DNA to simulate cfDNA fragments and on collected hand deposit supernatants from both unwashed and washed hands. Purification methods designed for recovery of short DNA fragments from plasma yielded the highest recovery percentage across sample types, with BioChain cfPure performing the best. Donors' hands were shown to shed high levels of cfDNA, which were better recovered with a method for short fragments than with a traditional genomic technique often used on touch DNA samples.
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Pös Z, Pös O, Styk J, Mocova A, Strieskova L, Budis J, Kadasi L, Radvanszky J, Szemes T. Technical and Methodological Aspects of Cell-Free Nucleic Acids Analyzes. Int J Mol Sci 2020; 21:ijms21228634. [PMID: 33207777 PMCID: PMC7697251 DOI: 10.3390/ijms21228634] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 11/12/2020] [Accepted: 11/13/2020] [Indexed: 02/07/2023] Open
Abstract
Analyzes of cell-free nucleic acids (cfNAs) have shown huge potential in many biomedical applications, gradually entering several fields of research and everyday clinical care. Many biological properties of cfNAs can be informative to gain deeper insights into the function of the organism, such as their different types (DNA, RNAs) and subtypes (gDNA, mtDNA, bacterial DNA, miRNAs, etc.), forms (naked or vesicle bound NAs), fragmentation profiles, sequence composition, epigenetic modifications, and many others. On the other hand, the workflows of their analyzes comprise many important steps, from sample collection, storage and transportation, through extraction and laboratory analysis, up to bioinformatic analyzes and statistical evaluations, where each of these steps has the potential to affect the outcome and informational value of the performed analyzes. There are, however, no universal or standard protocols on how to exactly proceed when analyzing different cfNAs for different applications, at least according to our best knowledge. We decided therefore to prepare an overview of the available literature and products commercialized for cfNAs processing, in an attempt to summarize the benefits and limitations of the currently available approaches, devices, consumables, and protocols, together with various factors influencing the workflow, its processes, and outcomes.
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Affiliation(s)
- Zuzana Pös
- Institute of Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, 845 05 Bratislava, Slovakia; (Z.P.); (A.M.); (L.K.)
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia;
- Geneton Ltd., 841 04 Bratislava, Slovakia; (L.S.); (J.B.)
| | - Ondrej Pös
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia;
- Geneton Ltd., 841 04 Bratislava, Slovakia; (L.S.); (J.B.)
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia;
| | - Jakub Styk
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia;
- Faculty of Medicine, Institute of Medical Biology, Genetics and Clinical Genetics, 811 08 Bratislava, Slovakia
| | - Angelika Mocova
- Institute of Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, 845 05 Bratislava, Slovakia; (Z.P.); (A.M.); (L.K.)
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia;
| | | | - Jaroslav Budis
- Geneton Ltd., 841 04 Bratislava, Slovakia; (L.S.); (J.B.)
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia;
- Slovak Center of Scientific and Technical Information, 811 04 Bratislava, Slovakia
| | - Ludevit Kadasi
- Institute of Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, 845 05 Bratislava, Slovakia; (Z.P.); (A.M.); (L.K.)
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia;
| | - Jan Radvanszky
- Institute of Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, 845 05 Bratislava, Slovakia; (Z.P.); (A.M.); (L.K.)
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia;
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia;
- Correspondence: (J.R.); (T.S.); Tel.: +421-2-60296637 (J.R.); +421-2-9026-8807 (T.S.)
| | - Tomas Szemes
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia;
- Geneton Ltd., 841 04 Bratislava, Slovakia; (L.S.); (J.B.)
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia;
- Correspondence: (J.R.); (T.S.); Tel.: +421-2-60296637 (J.R.); +421-2-9026-8807 (T.S.)
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Openshaw MR, Suwaidan AA, Ottolini B, Fernandez-Garcia D, Richards CJ, Page K, Guttery DS, Thomas AL, Shaw JA. Longitudinal monitoring of circulating tumour DNA improves prognostication and relapse detection in gastroesophageal adenocarcinoma. Br J Cancer 2020; 123:1271-1279. [PMID: 32719550 PMCID: PMC7555811 DOI: 10.1038/s41416-020-1002-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 06/28/2020] [Accepted: 07/08/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Gastroesophageal adenocarcinoma (GOA) has poor clinical outcomes and lacks reliable blood markers. Here we present circulating tumour DNA (ctDNA) as an emerging biomarker. METHODS Forty patients (17 palliative and 23 curative) were followed by serial plasma monitoring. Primary tumour DNA was analysed by targeted next-generation sequencing to identify somatic single-nucleotide variants (SNVs), and Nanostring nCounter® to detect copy number alterations (CNAs). Patient-specific SNVs and CNA amplifications (CNAamp) were analysed in plasma using digital droplet PCR and quantitative PCR, respectively. RESULTS Thirty-five patients (13 palliative, 22 curative) had ≥1 SNVs and/or CNAamp detected in primary tumour DNA suitable for tracking in plasma. Eighteen of 35 patients (nine palliative, nine curative) had ≥1 ctDNA-positive plasma sample. Detection of postoperative ctDNA predicted short RFS (190 vs 934 days, HR = 3.7, p = 0.028) and subsequent relapse (PPV for relapse 0.83). High ctDNA levels (>60.5 copies/ml) at diagnosis of metastatic disease predicted poor OS (90 vs 372 days, HR = 11.7 p < 0.001). CONCLUSION Sensitive ctDNA detection allows disease monitoring and prediction of short OS in metastatic patients. Presence of ctDNA postoperatively predicts relapse and defines a 'molecular relapse' before overt clinical disease. This lead time defines a potential therapeutic window for additional anticancer therapy.
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Affiliation(s)
- Mark R Openshaw
- Leicester Cancer Research Centre, University of Leicester, Leicester, UK.
| | | | - Barbara Ottolini
- Leicester Cancer Research Centre, University of Leicester, Leicester, UK
| | | | - Cathy J Richards
- Leicester Cancer Research Centre, University of Leicester, Leicester, UK
| | - Karen Page
- Leicester Cancer Research Centre, University of Leicester, Leicester, UK
| | - David S Guttery
- Leicester Cancer Research Centre, University of Leicester, Leicester, UK
| | - Anne L Thomas
- Leicester Cancer Research Centre, University of Leicester, Leicester, UK
| | - Jacqui A Shaw
- Leicester Cancer Research Centre, University of Leicester, Leicester, UK
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Moss EL, Gorsia DN, Collins A, Sandhu P, Foreman N, Gore A, Wood J, Kent C, Silcock L, Guttery DS. Utility of Circulating Tumor DNA for Detection and Monitoring of Endometrial Cancer Recurrence and Progression. Cancers (Basel) 2020; 12:E2231. [PMID: 32785174 PMCID: PMC7463944 DOI: 10.3390/cancers12082231] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 08/03/2020] [Accepted: 08/07/2020] [Indexed: 12/13/2022] Open
Abstract
Despite the increasing incidence of endometrial cancer (EC) worldwide and the poor overall survival of patients who recur, no reliable biomarker exists for detecting and monitoring EC recurrence and progression during routine follow-up. Circulating tumor DNA (ctDNA) is a sensitive method for monitoring cancer activity and stratifying patients that are likely to respond to therapy. As a pilot study, we investigated the utility of ctDNA for detecting and monitoring EC recurrence and progression in 13 patients, using targeted next-generation sequencing (tNGS) and personalized ctDNA assays. Using tNGS, at least one somatic mutation at a variant allele frequency (VAF) > 20% was detected in 69% (9/13) of patient tumors. The four patients with no detectable tumor mutations at >20% VAF were whole exome sequenced, with all four harboring mutations in genes not analyzed by tNGS. Analysis of matched and longitudinal plasma DNA revealed earlier detection of EC recurrence and progression and dynamic kinetics of ctDNA levels reflecting treatment response. We also detected acquired high microsatellite instability (MSI-H) in ctDNA from one patient whose primary tumor was MSI stable. Our study suggests that ctDNA analysis could become a useful biomarker for early detection and monitoring of EC recurrence. However, further research is needed to confirm these findings and to explore their potential implications for patient management.
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Affiliation(s)
- Esther L. Moss
- Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, Leicester LE2 7LX, UK; (D.N.G.); (A.C.); (P.S.); (N.F.)
- Department of Gynaecological Oncology, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Leicester LE5 4PW, UK; (A.G.); (J.W.); (C.K.)
| | - Diviya N. Gorsia
- Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, Leicester LE2 7LX, UK; (D.N.G.); (A.C.); (P.S.); (N.F.)
| | - Anna Collins
- Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, Leicester LE2 7LX, UK; (D.N.G.); (A.C.); (P.S.); (N.F.)
| | - Pavandeep Sandhu
- Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, Leicester LE2 7LX, UK; (D.N.G.); (A.C.); (P.S.); (N.F.)
| | - Nalini Foreman
- Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, Leicester LE2 7LX, UK; (D.N.G.); (A.C.); (P.S.); (N.F.)
| | - Anupama Gore
- Department of Gynaecological Oncology, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Leicester LE5 4PW, UK; (A.G.); (J.W.); (C.K.)
| | - Joey Wood
- Department of Gynaecological Oncology, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Leicester LE5 4PW, UK; (A.G.); (J.W.); (C.K.)
| | - Christopher Kent
- Department of Gynaecological Oncology, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Leicester LE5 4PW, UK; (A.G.); (J.W.); (C.K.)
| | - Lee Silcock
- Nonacus Limited, Birmingham Research Park, Birmingham B15 2SQ, UK;
| | - David S. Guttery
- Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, Leicester LE2 7LX, UK; (D.N.G.); (A.C.); (P.S.); (N.F.)
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Lampignano R, Neumann MHD, Weber S, Kloten V, Herdean A, Voss T, Groelz D, Babayan A, Tibbesma M, Schlumpberger M, Chemi F, Rothwell DG, Wikman H, Galizzi JP, Riise Bergheim I, Russnes H, Mussolin B, Bonin S, Voigt C, Musa H, Pinzani P, Lianidou E, Brady G, Speicher MR, Pantel K, Betsou F, Schuuring E, Kubista M, Ammerlaan W, Sprenger-Haussels M, Schlange T, Heitzer E. Multicenter Evaluation of Circulating Cell-Free DNA Extraction and Downstream Analyses for the Development of Standardized (Pre)analytical Work Flows. Clin Chem 2020; 66:149-160. [PMID: 31628139 DOI: 10.1373/clinchem.2019.306837] [Citation(s) in RCA: 89] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 08/05/2019] [Indexed: 12/14/2022]
Abstract
BACKGROUND In cancer patients, circulating cell-free DNA (ccfDNA) can contain tumor-derived DNA (ctDNA), which enables noninvasive diagnosis, real-time monitoring, and treatment susceptibility testing. However, ctDNA fractions are highly variable, which challenges downstream applications. Therefore, established preanalytical work flows in combination with cost-efficient and reproducible reference materials for ccfDNA analyses are crucial for analytical validity and subsequently for clinical decision-making. METHODS We describe the efforts of the Innovative Medicines Initiative consortium CANCER-ID (http://www.cancer-id.eu) for comparing different technologies for ccfDNA purification, quantification, and characterization in a multicenter setting. To this end, in-house generated mononucleosomal DNA (mnDNA) from lung cancer cell lines carrying known TP53 mutations was spiked in pools of plasma from healthy donors generated from 2 different blood collection tubes (BCTs). ccfDNA extraction was performed at 15 partner sites according to their respective routine practice. Downstream analysis of ccfDNA with respect to recovery, integrity, and mutation analysis was performed centralized at 4 different sites. RESULTS We demonstrate suitability of mnDNA as a surrogate for ccfDNA as a process quality control from nucleic acid extraction to mutation detection. Although automated extraction protocols and quantitative PCR-based quantification methods yielded the most consistent and precise results, some kits preferentially recovered spiked mnDNA over endogenous ccfDNA. Mutated TP53 fragments derived from mnDNA were consistently detected using both next-generation sequencing-based deep sequencing and droplet digital PCR independently of BCT. CONCLUSIONS This comprehensive multicenter comparison of ccfDNA preanalytical and analytical work flows is an important contribution to establishing evidence-based guidelines for clinically feasible (pre)analytical work flows.
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Affiliation(s)
| | | | - Sabrina Weber
- Institute of Human Genetics, Diagnostic and Research Center for Molecular BioMedicine, Medical University of Graz, Graz, Austria.,Christian Doppler Laboratory for Liquid Biopsies for Early Detection of Cancer, Graz, Austria
| | - Vera Kloten
- Bayer AG, Biomarker Research, Wuppertal, Germany
| | | | | | | | - Anna Babayan
- University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marco Tibbesma
- University of Groningen, University Medical Center of Groningen, Groningen, the Netherlands
| | | | - Francesca Chemi
- CR-UK Manchester Institute, University of Manchester, Manchester, UK
| | | | - Harriet Wikman
- University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | - Inger Riise Bergheim
- Department of Cancer Genetics, Institute of Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Hege Russnes
- Department of Cancer Genetics, Institute of Cancer Research, Oslo University Hospital, Oslo, Norway
| | | | - Serena Bonin
- University of Trieste, DSM-Cattinara Hospital, Trieste, Italy
| | | | - Hanny Musa
- Boehringer-Ingelheim, Ingelheim am Rhein, Germany
| | | | | | - Ged Brady
- CR-UK Manchester Institute, University of Manchester, Manchester, UK
| | - Michael R Speicher
- Institute of Human Genetics, Diagnostic and Research Center for Molecular BioMedicine, Medical University of Graz, Graz, Austria
| | - Klaus Pantel
- University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Fay Betsou
- Integrated BioBank of Luxembourg, Dudelange, Luxembourg
| | - Ed Schuuring
- University of Groningen, University Medical Center of Groningen, Groningen, the Netherlands
| | | | - Wim Ammerlaan
- Integrated BioBank of Luxembourg, Dudelange, Luxembourg
| | | | | | - Ellen Heitzer
- Institute of Human Genetics, Diagnostic and Research Center for Molecular BioMedicine, Medical University of Graz, Graz, Austria.,Christian Doppler Laboratory for Liquid Biopsies for Early Detection of Cancer, Graz, Austria
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Rescue of Non-Informative Circulating Tumor DNA to Monitor the Mutational Landscape in NSCLC. Cancers (Basel) 2020; 12:cancers12071917. [PMID: 32708545 PMCID: PMC7409026 DOI: 10.3390/cancers12071917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 07/10/2020] [Accepted: 07/14/2020] [Indexed: 11/17/2022] Open
Abstract
In non-small cell lung cancer (NSCLC) the usage of plasma-derived circulating tumor DNA (ctDNA) have come into focus to obtain a comprehensive genetic profile of a given lung cancer. Despite the usage of specific sampling tubes, archived plasma samples as well as inappropriately treated blood samples still cause a loss of information due to cell lysis and contamination with cellular DNA. Our aim was to establish a reliable protocol to rescue ctDNA from such non-informative samples to monitor the mutational landscape in NSCLC. As a proof-of-concept study we used archived plasma samples derived from whole blood EDTA samples of 51 patients suffering from NSCLC. Analysis of the isolated plasma DNA determined only a small fraction of ctDNA in a range of 90-250 bp. By applying a specific purification procedure, we were able to increase the informative ctDNA content and improve in a cohort of 42 patients the detection of driver mutations from 32% to 79% of the mutations found in tissue biopsies. Thus, we present here an easy to perform, time and cost effective procedure to rescue non-informative ctDNA samples, which is sufficient to detect oncogenic mutations in NGS approaches and is therefore a valuable technical improvement for laboratories handling liquid biopsy samples.
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Eastley N, Sommer A, Ottolini B, Neumann R, Luo JL, Hastings RK, McCulloch T, Esler CP, Shaw JA, Ashford RU, Royle NJ. The Circulating Nucleic Acid Characteristics of Non-Metastatic Soft Tissue Sarcoma Patients. Int J Mol Sci 2020; 21:ijms21124483. [PMID: 32599895 PMCID: PMC7349923 DOI: 10.3390/ijms21124483] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 06/17/2020] [Accepted: 06/19/2020] [Indexed: 02/07/2023] Open
Abstract
Soft tissue sarcomas (STS) are rare, malignant tumours with a generally poor prognosis. Our aim was to explore the potential of cell free DNA (cfDNA) and circulating tumour DNA (ctDNA) analysis to track non-metastatic STS patients undergoing attempted curative treatment. The analysed cohort (n = 29) contained multiple STS subtypes including myxofibrosarcomas, undifferentiated pleomorphic sarcomas, leiomyosarcomas, and dedifferentiated liposarcomas amongst others. Perioperative cfDNA levels trended towards being elevated in patients (p = 0.07), although did not correlate with tumour size, grade, recurrence or subtype, suggesting a limited diagnostic or prognostic role. To characterise ctDNA, an amplicon panel covering three genes commonly mutated in STSs was first trialled on serial plasma collected from nine patients throughout follow-up. This approach only identified ctDNA in 2.5% (one in 40) of the analysed samples. Next custom-designed droplet digital PCR assays and Ion AmpliSeq™ panels were developed to track single nucleotide variants identified in patients’ STSs by whole exome sequencing (1–6 per patient). These approaches identified ctDNA in 17% of patients. Although ctDNA was identified before radiologically detectable recurrence in two cases, the absence of demonstrable ctDNA in 83% of cases highlights the need for much work before circulating nucleic acids can become a useful means to track STS patients.
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Affiliation(s)
- Nicholas Eastley
- Trauma and Orthopaedics, University Hospitals of Leicester NHS Trust, Leicester LE1 5WW, UK;
- Department of Genetics and Genome Biology, University of Leicester, Leicester LE1 7RH, UK; (A.S.); (B.O.); (R.N.); (J.-L.L.); (R.K.H.); (JAS); (N.J.R.)
- Correspondence:
| | - Aurore Sommer
- Department of Genetics and Genome Biology, University of Leicester, Leicester LE1 7RH, UK; (A.S.); (B.O.); (R.N.); (J.-L.L.); (R.K.H.); (JAS); (N.J.R.)
| | - Barbara Ottolini
- Department of Genetics and Genome Biology, University of Leicester, Leicester LE1 7RH, UK; (A.S.); (B.O.); (R.N.); (J.-L.L.); (R.K.H.); (JAS); (N.J.R.)
| | - Rita Neumann
- Department of Genetics and Genome Biology, University of Leicester, Leicester LE1 7RH, UK; (A.S.); (B.O.); (R.N.); (J.-L.L.); (R.K.H.); (JAS); (N.J.R.)
| | - Jin-Li Luo
- Department of Genetics and Genome Biology, University of Leicester, Leicester LE1 7RH, UK; (A.S.); (B.O.); (R.N.); (J.-L.L.); (R.K.H.); (JAS); (N.J.R.)
| | - Robert K. Hastings
- Department of Genetics and Genome Biology, University of Leicester, Leicester LE1 7RH, UK; (A.S.); (B.O.); (R.N.); (J.-L.L.); (R.K.H.); (JAS); (N.J.R.)
| | - Thomas McCulloch
- Nottingham University Hospitals NHS Trust, Nottingham NG5 1PB, UK; (T.M.); (C.P.E.)
| | - Claire P. Esler
- Nottingham University Hospitals NHS Trust, Nottingham NG5 1PB, UK; (T.M.); (C.P.E.)
| | - Jacqueline A. Shaw
- Department of Genetics and Genome Biology, University of Leicester, Leicester LE1 7RH, UK; (A.S.); (B.O.); (R.N.); (J.-L.L.); (R.K.H.); (JAS); (N.J.R.)
| | - Robert U. Ashford
- Trauma and Orthopaedics, University Hospitals of Leicester NHS Trust, Leicester LE1 5WW, UK;
- Nottingham University Hospitals NHS Trust, Nottingham NG5 1PB, UK; (T.M.); (C.P.E.)
| | - Nicola J. Royle
- Department of Genetics and Genome Biology, University of Leicester, Leicester LE1 7RH, UK; (A.S.); (B.O.); (R.N.); (J.-L.L.); (R.K.H.); (JAS); (N.J.R.)
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Selective capture of plasma cell-free tumor DNA on magnetic beads: a sensitive and versatile tool for liquid biopsy. Cell Oncol (Dordr) 2020; 43:949-956. [PMID: 32495293 DOI: 10.1007/s13402-020-00536-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2019] [Revised: 05/06/2020] [Accepted: 05/15/2020] [Indexed: 12/15/2022] Open
Abstract
PURPOSE Recently, 'solid tumor biopsies' have been challenged by the emergence of 'liquid biopsies', which are aimed at the isolation and detection of circulating cell-free tumor DNA (ctDNA) in body fluids. Here, we developed and optimized a method for selective capture of ctDNA on magnetic beads (SCC-MAG) for mutation detection in plasma of patients with colorectal cancer (CRC). METHODS Blood and tissue samples from 28 CRC patients were included for the detection of KRAS mutations. For the tissue samples, mutation analysis was conducted by high resolution melting (HRM) analysis and sequencing. For the SCC-MAG method, ctDNA was isolated from 200 µl plasma from patients with a mutant KRAS gene. For comparison, ctDNA extraction was carried out using a silica membrane-based method, after which mutations were detected using Intplex allele-specific PCR. RESULTS The mean ctDNA integrity index in plasma samples of cancer patients was 1.03, comparable with that of silica membrane-derived ctDNA (1.011). Notably, the limit of detection for the SCC-MAG approach was lower than that of the silica membrane method and measured 2.25 pg/ml ctDNA in plasma. Our analyses showed that while the silica membrane-based approach was capable of collecting ctDNA from two out of six CRC patient samples (average Cq 34.23), the SCC-MAG captured ctDNA from all samples with an average Cq of 29.76. CONCLUSIONS We present a robust, reproducible, and highly sensitive method for the analysis of mutation statuses in liquid biopsies. The SCC-MAG method can readily be applied to any nucleic acid target for diagnostic purposes upon careful design of the specific capture probes, and can be multiplexed by several probes to identify multiple targets.
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van der Leest P, Boonstra PA, ter Elst A, van Kempen LC, Tibbesma M, Koopmans J, Miedema A, Tamminga M, Groen HJM, Reyners AKL, Schuuring E. Comparison of Circulating Cell-Free DNA Extraction Methods for Downstream Analysis in Cancer Patients. Cancers (Basel) 2020; 12:E1222. [PMID: 32414097 PMCID: PMC7281769 DOI: 10.3390/cancers12051222] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 05/05/2020] [Accepted: 05/08/2020] [Indexed: 12/28/2022] Open
Abstract
Circulating cell-free DNA (ccfDNA) may contain DNA originating from the tumor in plasma of cancer patients (ctDNA) and enables noninvasive cancer diagnosis, treatment predictive testing, and response monitoring. A recent multicenter evaluation of workflows by the CANCER-ID consortium using artificial spiked-in plasma showed significant differences and consequently the importance of carefully selecting ccfDNA extraction methods. Here, the quantity and integrity of extracted ccfDNA from the plasma of cancer patients were assessed. Twenty-one cancer patient-derived cell-free plasma samples were selected to compare the Qiagen CNA, Maxwell RSC ccfDNA plasma, and Zymo manual quick ccfDNA kit. High-volume citrate plasma samples collected by diagnostic leukapheresis from six cancer patients were used to compare the Qiagen CNA (2 mL) and QIAamp MinElute ccfDNA kit (8 mL). This study revealed similar integrity and similar levels of amplified short-sized fragments and tumor-specific mutants comparing the CNA and RSC kits. However, the CNA kit consistently showed the highest yield of ccfDNA and short-sized fragments, while the RSC and ME kits showed higher variant allelic frequencies (VAFs). Our study pinpoints the importance of standardizing preanalytical conditions as well as consensus on defining the input of ccfDNA to accurately detect ctDNA and be able to compare results in a clinical routine practice, within and between clinical studies.
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Affiliation(s)
- Paul van der Leest
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
| | - Pieter A. Boonstra
- Department of Medical Oncology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.A.B.); (A.K.L.R.)
| | - Arja ter Elst
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
| | - Léon C. van Kempen
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
| | - Marco Tibbesma
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
| | - Jill Koopmans
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
| | - Anneke Miedema
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
| | - Menno Tamminga
- Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (M.T.); (H.J.M.G.)
| | - Harry J. M. Groen
- Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (M.T.); (H.J.M.G.)
| | - Anna K. L. Reyners
- Department of Medical Oncology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.A.B.); (A.K.L.R.)
| | - Ed Schuuring
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
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Ungerer V, Bronkhorst AJ, Holdenrieder S. Preanalytical variables that affect the outcome of cell-free DNA measurements. Crit Rev Clin Lab Sci 2020; 57:484-507. [DOI: 10.1080/10408363.2020.1750558] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Vida Ungerer
- Institute for Laboratory Medicine, German Heart Centre, Technical University Munich, Munich, Germany
| | - Abel J. Bronkhorst
- Institute for Laboratory Medicine, German Heart Centre, Technical University Munich, Munich, Germany
| | - Stefan Holdenrieder
- Institute for Laboratory Medicine, German Heart Centre, Technical University Munich, Munich, Germany
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Terrinoni A, Calabrese C, Basso D, Aita A, Caporali S, Plebani M, Bernardini S. The circulating miRNAs as diagnostic and prognostic markers. Clin Chem Lab Med 2020; 57:932-953. [PMID: 30838832 DOI: 10.1515/cclm-2018-0838] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2018] [Accepted: 10/23/2018] [Indexed: 02/07/2023]
Abstract
A large portion of the human genome transcribes RNA sequences that do not code for any proteins. The first of these sequences was identified in 1993, and the best known noncoding RNAs are microRNA (miRNAs). It is now fully established that miRNAs regulate approximately 30% of the known genes that codify proteins. miRNAs are involved in several biological processes, like cell proliferation, differentiation, apoptosis and metastatization. These RNA products regulate gene expression at the post-transcriptional level, modulating or inhibiting protein expression by interacting with specific sequences of mRNAs. Mature miRNAs can be detected in blood plasma, serum and also in a wide variety of biological fluids. They can be found associated with proteins, lipids as well as enclosed in exosome vesicles. We know that circulating miRNAs (C-miRNAs) can regulate several key cellular processes in tissues different from the production site. C-miRNAs behave as endogenous mediators of RNA translation, and an extraordinary knowledge on their function has been obtained in the last years. They can be secreted in different tissue cells and associated with specific pathological conditions. Significant evidence indicates that the initiation and progression of several pathologies are "highlighted" by the presence of specific C-miRNAs, underlining their potential diagnostic relevance as clinical biomarkers. Here we review the current literature on the possible use of this new class of molecules as clinical biomarkers of diseases.
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Affiliation(s)
- Alessandro Terrinoni
- Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier, 1, 00133 Rome, Italy
| | - Cosimo Calabrese
- Department of Experimental Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Daniela Basso
- Department of Medicine - DIMED; Department of Laboratory Medicine, University-Hospital of Padova, Padova, Italy
| | - Ada Aita
- Department of Medicine - DIMED; Department of Laboratory Medicine, University-Hospital of Padova, Padova, Italy
| | - Sabrina Caporali
- Department of Experimental Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Mario Plebani
- Department of Medicine - DIMED; Department of Laboratory Medicine, University-Hospital of Padova, Padova, Italy
| | - Sergio Bernardini
- Department of Experimental Medicine, University of Rome Tor Vergata, Rome, Italy
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Abstract
Abstract
It is well documented that in the chain from sample to the result in a clinical laboratory, the pre-analytical phase is the weakest and most vulnerable link. This also holds for the use and analysis of extracellular nucleic acids. In this short review, we will summarize and critically evaluate the most important steps of the pre-analytical phase, i.e. the choice of the best control population for the patients to be analyzed, the actual blood draw, the choice of tubes for blood drawing, the impact of delayed processing of blood samples, the best method for getting rid of cells and debris, the choice of matrix, i.e. plasma vs. serum vs. other body fluids, and the impact of long-term storage of cell-free liquids on the outcome. Even if the analysis of cell-free nucleic acids has already become a routine application in the area of non-invasive prenatal screening (NIPS) and in the care of cancer patients (search for resistance mutations in the EGFR gene), there are still many unresolved issues of the pre-analytical phase which need to be urgently tackled.
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Affiliation(s)
- Michael Fleischhacker
- DRK Kliniken Berlin Mitte , Klinik für Innere Medizin – Pneumologie und Schlafmedizin , Drontheimer Str. 39 – 40 , 13359 Berlin , Germany
| | - Bernd Schmidt
- DRK Kliniken Berlin Mitte , Klinik für Innere Medizin – Pneumologie und Schlafmedizin , Berlin , Germany
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