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Specimen Considerations in Molecular Oncology Testing. Clin Lab Med 2022; 42:367-383. [DOI: 10.1016/j.cll.2022.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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2
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Denuga S, Whelan DE, O'Neill SP, Johnson RP. Capture and analysis of double‐stranded DNA with the α‐hemolysin nanopore: Fundamentals and applications. ELECTROCHEMICAL SCIENCE ADVANCES 2022. [DOI: 10.1002/elsa.202200001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Affiliation(s)
| | | | | | - Robert P. Johnson
- School of Chemistry University College Dublin Ireland
- UCD‐Centre for Food Safety University College Dublin Dublin Ireland
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Daily Practice Assessment of KRAS Status in NSCLC Patients: A New Challenge for the Thoracic Pathologist Is Right around the Corner. Cancers (Basel) 2022; 14:cancers14071628. [PMID: 35406400 PMCID: PMC8996900 DOI: 10.3390/cancers14071628] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 03/17/2022] [Accepted: 03/18/2022] [Indexed: 12/16/2022] Open
Abstract
Simple Summary RAS mutation is the most frequent oncogenic alteration in human cancers and KRAS is the most frequently mutated, notably in non-small cell lung carcinomas (NSCLC). Various attempts to inhibit KRAS in the past were unsuccessful in these latter tumors. However, recently, several small molecules (AMG510, MRTX849, JNJ-74699157, and LY3499446) have been developed to specifically target KRAS G12C-mutated tumors, which seems promising for patient treatment and should soon be administered in daily practice for non-squamous (NS)-NSCLC. In this context, it will be mandatory to systematically assess the KRAS status in routine clinical practice, at least in advanced NS-NSCLC, leading to new challenges for thoracic oncologists. Abstract KRAS mutations are among the most frequent genomic alterations identified in non-squamous non-small cell lung carcinomas (NS-NSCLC), notably in lung adenocarcinomas. In most cases, these mutations are mutually exclusive, with different genomic alterations currently known to be sensitive to therapies targeting EGFR, ALK, BRAF, ROS1, and NTRK. Recently, several promising clinical trials targeting KRAS mutations, particularly for KRAS G12C-mutated NSCLC, have established new hope for better treatment of patients. In parallel, other studies have shown that NSCLC harboring co-mutations in KRAS and STK11 or KEAP1 have demonstrated primary resistance to immune checkpoint inhibitors. Thus, the assessment of the KRAS status in advanced-stage NS-NSCLC has become essential to setting up an optimal therapeutic strategy in these patients. This stimulated the development of new algorithms for the management of NSCLC samples in pathology laboratories and conditioned reorganization of optimal health care of lung cancer patients by the thoracic pathologists. This review addresses the recent data concerning the detection of KRAS mutations in NSCLC and focuses on the new challenges facing pathologists in daily practice for KRAS status assessment.
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Agulnik JS, Papadakis AI, Pepe C, Sakr L, Small D, Wang H, Kasymjanova G, Spatz A, Cohen V. Cell-Free Tumor DNA (ctDNA) Utility in Detection of Original Sensitizing and Resistant EGFR Mutations in Non-Small Cell Lung Cancer (NSCLC). Curr Oncol 2022; 29:1107-1116. [PMID: 35200593 PMCID: PMC8871000 DOI: 10.3390/curroncol29020094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/17/2022] [Accepted: 02/10/2022] [Indexed: 11/16/2022] Open
Abstract
Background: Recent studies have demonstrated the utility of cell-free tumor DNA (ctDNA) from plasma as an alternative source of genomic material for detection of sensitizing and resistance mutations in NSCLC. We hypothesized that the plasma level of ctDNA is an effective biomarker to provide a non-invasive and thus a less risky method to determine new resistance mutations and to monitor response to treatment and tumor progression in lung cancer patients. Methods: This prospective cohort study was approved and conducted at the Peter Brojde Lung Cancer Centre, Montreal. Blood was collected in STRECK tubes at four time points. DNA was extracted from plasma, and ctDNA was analyzed for the presence of mutations in the EGFR gene using the COBAS® EGFR v2 qPCR (Roche) test. Results: Overall, 75 pts were enrolled in the study. In total, 23 pts were TKI-naïve, and 52 were already receiving first-line TKI treatment. ctDNA detected the original mutations (OM) in 35/75 (48%) patients. Significantly higher detection rates were observed in TKI-naïve patients compared to the TKI-treated group, 70% versus 37%, respectively (p = 0.012). The detection of the original mutation at the study baseline was a negative predictor of progression-free survival (PFS) and overall survival (OS). The resistance mutation (T790M) was detected in 32/74 (43%) patients. In 27/32 (84%), the T790M was detected during treatment with TKI: in 25/27 patients, T790M was detected at the time of radiologic progression, in one patient, T790M was detected before radiologic progression, and in one patient, T790M was detected four weeks after starting systemic chemotherapy post progression on TKI. At the time of progression, the detection of T790M significantly correlates with the re-appearance of OM (p = 0.001). Conclusion: Plasma ctDNA is a noninvasive patient-friendly test that can be used to monitor response to treatment, early progression, and detection of acquired resistant mutations. Monitoring of clearance and re-emergence of driver mutations during TKI treatment effectively identifies progression of the disease. As larger NGS panels are available for ctDNA testing, these findings may also have implications for other biomarkers. The results from ongoing and prospective studies will further determine the utility of plasma testing to diagnose, monitor for disease progression, and guide treatment decisions in NSCLC.
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Affiliation(s)
- Jason S. Agulnik
- Peter Brojde Lung Cancer Centre, Jewish General Hospital, McGill University, Montreal, QC H3T 1E2, Canada; (J.S.A.); (C.P.); (L.S.); (D.S.); (V.C.)
| | - Andreas I. Papadakis
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC H3T 1E2, Canada;
| | - Carmela Pepe
- Peter Brojde Lung Cancer Centre, Jewish General Hospital, McGill University, Montreal, QC H3T 1E2, Canada; (J.S.A.); (C.P.); (L.S.); (D.S.); (V.C.)
| | - Lama Sakr
- Peter Brojde Lung Cancer Centre, Jewish General Hospital, McGill University, Montreal, QC H3T 1E2, Canada; (J.S.A.); (C.P.); (L.S.); (D.S.); (V.C.)
| | - David Small
- Peter Brojde Lung Cancer Centre, Jewish General Hospital, McGill University, Montreal, QC H3T 1E2, Canada; (J.S.A.); (C.P.); (L.S.); (D.S.); (V.C.)
| | - Hangjun Wang
- Department of Pathology, Jewish General Hospital, Montreal, QC H3T 1E2, Canada;
| | - Goulnar Kasymjanova
- Peter Brojde Lung Cancer Centre, Jewish General Hospital, McGill University, Montreal, QC H3T 1E2, Canada; (J.S.A.); (C.P.); (L.S.); (D.S.); (V.C.)
- Correspondence:
| | - Alan Spatz
- OPTILAB-Montreal MUHC & Department of Laboratory Medicine, McGill University Health Center, Montreal, QC H3T 1E2, Canada;
| | - Victor Cohen
- Peter Brojde Lung Cancer Centre, Jewish General Hospital, McGill University, Montreal, QC H3T 1E2, Canada; (J.S.A.); (C.P.); (L.S.); (D.S.); (V.C.)
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Huang LT, Zhang SL, Han CB, Ma JT. Impact of EGFR Exon 19 Deletion Subtypes on Clinical Outcomes in EGFR-TKI-Treated Advanced Non-Small-Cell Lung Cancer. Lung Cancer 2022; 166:9-16. [DOI: 10.1016/j.lungcan.2022.01.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 01/14/2022] [Accepted: 01/20/2022] [Indexed: 12/24/2022]
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Skallevold HE, Vallenari EM, Sapkota D. Salivary Biomarkers in Lung Cancer. Mediators Inflamm 2021; 2021:6019791. [PMID: 34690552 PMCID: PMC8528626 DOI: 10.1155/2021/6019791] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 09/13/2021] [Accepted: 09/21/2021] [Indexed: 12/17/2022] Open
Abstract
A very low percentage of lung cancer (LC) cases are discovered at an early and treatable stage of the disease, leading to an abysmally low 5-year survival rate. This underscores the immediate necessity for improved diagnostic, prognostic, and predictive biomarkers for LC. Biopsied lung tissue, blood, and plasma are common sources used for LC diagnosis and monitoring of the disease. A growing number of studies have reported saliva to be a useful biological sample for early and noninvasive detection of oral and systemic diseases. Nevertheless, salivary biomarker discovery remains underresearched. Here, we have compiled the available literature to provide an overview of the current understanding of salivary markers for LC detection and provided perspectives for future clinical significance. Valuable markers with diagnostic and prognostic potentials in LC have been discovered in saliva, including metabolic (catalase activity, triene conjugates, and Schiff bases), inflammatory (interleukin 10, C-X-C motif chemokine ligand 10), proteomic (haptoglobin, zinc-α-2-glycoprotein, and calprotectin), genomic (epidermal growth factor receptor), and microbial candidates (Veillonella and Streptococcus). In combination, with each other and with other established screening methods, these salivary markers could be useful for improving early detection of the disease and ultimately improve the survival odds of LC patients. The existing literature suggests that saliva is a promising biological sample for identification and validation of biomarkers in LC, but how saliva can be utilized most effectively in a clinical setting for LC management is still under investigation.
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Affiliation(s)
- Hans E. Skallevold
- Department of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo 0316, Norway
| | - Evan M. Vallenari
- Department of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo 0316, Norway
| | - Dipak Sapkota
- Department of Oral Biology, Faculty of Dentistry, University of Oslo, Oslo 0316, Norway
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7
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Enhanced asymmetric blocked qPCR method for affordable detection of point mutations in KRAS oncogene. Anal Bioanal Chem 2021; 413:2961-2969. [PMID: 33619642 DOI: 10.1007/s00216-021-03229-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 02/05/2021] [Accepted: 02/09/2021] [Indexed: 10/22/2022]
Abstract
An accurate genetic diagnostic is key for adequate patient management and the suitability of healthcare systems. The scientific challenge lies in developing methods to discriminate those patients with certain genetic variations present in tumor cells at low concentrations. We report a method called enhanced asymmetric blocked qPCR (EAB-qPCR) that promotes the blocker annealing against the primer-template hybrid controlling thermal cycling and reaction conditions with nonmodified oligonucleotides. Real-time fluorescent amplification curves of wild-type alleles were delayed by about eight cycles for EAB-qPCR, compared to conventional blocked qPCR approaches. This method reduced the amplification of native DNA variants (blocking percentage 99.7%) and enabled the effective enrichment of low-level DNA mutations. Excellent performance was estimated for the detection of mutated alleles in sensitivity (up to 0.5% mutant/total DNA) and reproducibility terms, with a relative standard deviation below 2.8%. The method was successfully applied to the mutational analysis of metastatic colorectal carcinoma from biopsied tissues. The determined single-nucleotide mutations in the KRAS oncogene (codon 12-13) totally agreed with those obtained from next-generation sequencing. EAB-qPCR is an accurate cheap method and can be easily incorporated into daily routine to detect mutant alleles. Hence, these features are especially interesting to facilitate the diagnosis and prognosis of several clinical diseases.
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8
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Agazzi GM, Ravanelli M, Roca E, Medicina D, Balzarini P, Pessina C, Vermi W, Berruti A, Maroldi R, Farina D. CT texture analysis for prediction of EGFR mutational status and ALK rearrangement in patients with non-small cell lung cancer. Radiol Med 2021; 126:786-794. [PMID: 33512651 DOI: 10.1007/s11547-020-01323-7] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 12/03/2020] [Indexed: 01/09/2023]
Abstract
PURPOSE To develop a CT texture-based model able to predict epidermal growth factor receptor (EGFR)-mutated, anaplastic lymphoma kinase (ALK)-rearranged lung adenocarcinomas and distinguish them from wild-type tumors on pre-treatment CT scans. MATERIALS AND METHODS Texture analysis was performed using proprietary software TexRAD (TexRAD Ltd, Cambridge, UK) on pre-treatment contrast-enhanced CT scans of 84 patients with metastatic primary lung adenocarcinoma. Textural features were quantified using the filtration-histogram approach with different spatial scale filters on a single 5-mm-thick central slice considered representative of the whole tumor. In order to deal with class imbalance regarding mutational status percentages in our population, the dataset was optimized using the synthetic minority over-sampling technique (SMOTE) and correlations with textural features were investigated using a generalized boosted regression model (GBM) with a nested cross-validation approach (performance averaged over 1000 resampling episodes). RESULTS ALK rearrangements, EGFR mutations and wild-type tumors were observed in 19, 28 and 37 patients, respectively, in the original dataset. The balanced dataset was composed of 171 observations. Among the 29 original texture variables, 17 were employed for model building. Skewness on unfiltered images and on fine texture was the most important features. EGFR-mutated tumors showed the highest skewness while ALK-rearranged tumors had the lowest values with wild-type tumors showing intermediate values. The average accuracy of the model calculated on the independent nested validation set was 81.76% (95% CI 81.45-82.06). CONCLUSION Texture analysis, in particular skewness values, could be promising for noninvasive characterization of lung adenocarcinoma with respect to EGFR and ALK mutations.
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Affiliation(s)
- Giorgio Maria Agazzi
- Department of Radiology, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Marco Ravanelli
- Department of Radiology, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Elisa Roca
- Department of Oncology, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Daniela Medicina
- Department of Molecular and Translational Medicine, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Piera Balzarini
- Department of Molecular and Translational Medicine, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Carlotta Pessina
- Department of Radiology, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy.
| | - William Vermi
- Department of Molecular and Translational Medicine, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Alfredo Berruti
- Department of Oncology, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Roberto Maroldi
- Department of Radiology, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Davide Farina
- Department of Radiology, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
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Chan DLH, Toh GLX, Goh LL. Clinical implementation of plasma EGFR T790M testing using droplet digital PCR in TKI-resistant NSCLC patients. Exp Mol Pathol 2020; 116:104515. [PMID: 32738312 DOI: 10.1016/j.yexmp.2020.104515] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 06/23/2020] [Accepted: 07/25/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Majority of non-small cell lung cancer (NSCLC) patients progressed on epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) due to acquired T790M mutation. Blood sample is increasingly used in clinical setting for EGFR T790M detection and our laboratory employed the droplet digital PCR (ddPCR) methodology for testing. This study investigated the positive rate, specimen type for rebiopsy and clinical impact of blood-based EGFR T790M testing. METHODS We retrospectively evaluated clinical samples that underwent plasma EGFR T790M testing in TTSH Molecular Diagnostic Laboratory from August 2017 to September 2019. Data on diagnosis, EGFR activating and T790M mutations, and treatment strategies were recorded. RESULTS A total of 104 progressive NSCLC cases were included in this study. Overall, 46 patients (44.2%) were tested T790M positive, and 47.8% of these tested positive had low levels (defined as ≤3% fractional abundance and <50 copies/mL plasma), which may be missed by the conventional methods with lower sensitivity. Of these tested with low T790M abundance, 77.3% subsequently received osimertinib. Activating mutations were not detected in 42 (40.4%) cases, indicating that the tumors were not actively shedding ctDNA. Among these, 24 patients underwent repeat testing with tissue or blood specimens. Thirteen patients were subsequently tested T790M positive and 12 of them switched treatment to osimertinib. The recommendation to repeat testing with a different biopsy or after a suitable interval increased the overall positive rate to 56.7% (59/104). CONCLUSION The use of a highly sensitive platform such as ddPCR for the detection of low abundance T790M, and the approach of repeat testing in cases with insufficient ctDNA increased the positive rate. This in turn identified more patients who are eligible for targeted therapy.
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Affiliation(s)
| | | | - Liuh Ling Goh
- Molecular Diagnostic Laboratory, Tan Tock Seng Hospital, Singapore.
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10
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Heeke S, Hofman P. EGFR Mutation Analysis in Non-small Cell Lung Carcinoma from Tissue Samples Using the Fully Automated Idylla™ qPCR System. Methods Mol Biol 2020; 2054:147-155. [PMID: 31482454 DOI: 10.1007/978-1-4939-9769-5_10] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The introduction of tyrosine-kinase inhibitors (TKI) targeting specific EGFR mutations for the treatment non-small cell lung cancer patients (NSCLC) dramatically increased the clinical outcome in a subset of patients harboring specific activating EGFR mutations. Three different generations of TKI have been developed until now, demonstrating increasing progression-free survival as well as overall survival. However, to benefit of the treatment, the analysis of the genomic content of each patient is mandatory. Additionally, resistance mutations are prevalent and occur frequently and rapidly during treatment. Therefore, tests to detect EGFR mutations at initial diagnosis as well as during treatment, e.g., from liquid biopsies, have been developed and implemented in clinical daily practice for theranostic purpose.As EGFR mutation testing has to be highly reliable, fast, and easy to perform, the automatic qPCR system Idylla™ has been developed and implemented for clinical mutation testing from tissue samples and soon from circulating free DNA. Therefore, we here describe how the Idylla™ system can be used for the analysis of EGFR mutations in NSCLC patients. Importantly, as the results are massively influenced by the preanalytical steps, we also provide information on the correct sample selection to avoid nonconclusive results.
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Affiliation(s)
- Simon Heeke
- Institute of Research on Cancer and Ageing of Nice (IRCAN), Inserm U1081, CNRS UMR7284, Université Côte d'Azur, Nice, France
- Laboratory of Clinical and Experimental Pathology, CHU de Nice, University Hospital Federation OncoAge, Nice, France
| | - Paul Hofman
- Institute of Research on Cancer and Ageing of Nice (IRCAN), Inserm U1081, CNRS UMR7284, Université Côte d'Azur, Nice, France.
- Laboratory of Clinical and Experimental Pathology, CHU de Nice, University Hospital Federation OncoAge, Nice, France.
- Hospital-Integrated Biobank (BB-0033-00025), Université Côte d'Azur, CHU de Nice, Nice, France.
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11
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Liao Y, Chen Y, Kou X, Xiao Y, Ye J, Wu A. Diagnostic test accuracy of droplet digital PCR for the detection of EGFR mutation (T790M) in plasma: Systematic review and meta-analysis. Clin Chim Acta 2019; 503:190-196. [PMID: 31805270 DOI: 10.1016/j.cca.2019.11.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2019] [Revised: 11/04/2019] [Accepted: 11/16/2019] [Indexed: 01/19/2023]
Abstract
BACKGROUND T790M mutation was a primary lead cause in the acquired resistance to EGFR-TKIs confirmed in earlier studies. Since the shortcomings of tumor tissue detection are well known, the liquid biopsy is more appropriate to track T790M status. We assessed the accuracy and clinical significance of the droplet digital PCR (ddPCR) detection of T790M mutation in plasma. METHODS We retrieved PubMed, Embase, Cochrane, and Web of science with no limitation of language and publication year. Summary sensitivity and specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR) and diagnostic odds ratio of detection of EGFR T790M status were calculated from extracted data from included articles. The summary receiver operating curve (SROC), diagnostic odds ratio (DOR), and the area under the summary receiver operating curve (AUC) was used to assess the overall diagnostic accuracy. I2 and meta-regression were used to evaluate heterogeneity and the source of heterogeneity, respectively. RESULT We identified 15 studies in the total search of 1364 reports, including 427 paired tissue and plasma samples. The pooled sensitivity and the pooled specificity were 0.68 (95% CI 0.61-0.75) and 0.85 (95% CI 0.75-0.91) by the bivariate model, respectively. The AUC and the pooled DOR were 0.78 (95% CI 0.74-0.81) and 12 (95% CI 7-22), respectively. None of the cofactors could account for the heterogeneity. CONCLUSION The plasma analysis is of a promising performance to screen EGFR-T790M mutation status by ddPCR.
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Affiliation(s)
- Yingyin Liao
- KingMed School of Laboratory Medicine of Guangzhou Medical University, No. 195 Dongfengxi Road, Guangzhou, Guangdong, China
| | - Yuan Chen
- Department of Clinical Laboratory Medicine, The First Affiliated Hospital of Guangzhou Medical University, No. 151 Yanjiangxi Road, Guangzhou, Guangdong, China
| | - Xiaoxia Kou
- KingMed School of Laboratory Medicine of Guangzhou Medical University, No. 195 Dongfengxi Road, Guangzhou, Guangdong, China
| | - Yi Xiao
- The Fifth Affiliated Hospital of Guangzhou Medical University, No. 621 Gangwan Road, Guangzhou, Guangdong, China
| | - Junkai Ye
- Department of Clinical Laboratory Medicine, The First Affiliated Hospital of Guangzhou Medical University, No. 151 Yanjiangxi Road, Guangzhou, Guangdong, China
| | - Aiwu Wu
- KingMed School of Laboratory Medicine of Guangzhou Medical University, No. 195 Dongfengxi Road, Guangzhou, Guangdong, China.
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Zhang S, Chen Z, Huang C, Ding C, Li C, Chen J, Zhao J, Miao L. Ultrasensitive and quantitative detection of EGFR mutations in plasma samples from patients with non-small-cell lung cancer using a dual PNA clamping-mediated LNA-PNA PCR clamp. Analyst 2019; 144:1718-1724. [PMID: 30663747 DOI: 10.1039/c8an02446d] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Circulating tumour DNA (ctDNA) is a potential proxy for tumour tissues. However, the analysis of mutations and mutational abundance using ctDNA remains challenging because ctDNA is present at low levels. In addition, the concordance between plasma and tumour tissues requires further investigation by high-sensitivity techniques. Here, we established an ultrasensitive, quantitative method for detecting rare mutations in plasma samples based on a dual PNA clamping-mediated LNA-PNA PCR clamp (LNA-dPNA PCR clamp). The novelty of our method is the coupling of PNA clamping with one-tube nested PCR to dually block wild-type DNA amplification and efficiently amplify mutant DNA. Then, four hotspot EGFR mutations (EGFR L858R, EGFR Exon 19 deletion, EGFR T790M, and EGFR C797S) were detected by our proposed method. Finally, we evaluated the concordance between plasma and tumour tissues by simultaneously detecting EGFR L858R by ddPCR and LNA-dPNA PCR clamp in 132 tissues and matched plasma samples from patients with NSCLC. For the four EGFR mutations, the amplification sensitivity of the LNA-dPNA PCR clamp was 100 copies per reaction, and the linearity was from 100 to 106-107 copies per reaction. The limit of detection for the LNA-dPNA PCR clamp was 0.01%-0.1%. The LNA-dPNA PCR clamp was similarly consistent with ddPCR in quantifying mutational abundance (R2 = 0.9568) and exhibited similar limit of detection (0.01%-0.1% vs. 0.01%), sensitivity (19.6 vs. 21.7), specificity (94.2 vs. 91.9), and concordance (68.2 vs. 67.4) to those of ddPCR for ctDNA detection. In conclusion, the LNA-dPNA PCR clamp will provide a labour-saving, cost-saving, ultrasensitive tool for detecting and quantifying plasma EGFR mutations.
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Affiliation(s)
- Shichao Zhang
- Department of Clinical Pharmacology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, PR China.
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Lyu M, Zhou J, Ning K, Ying B. The diagnostic value of circulating tumor cells and ctDNA for gene mutations in lung cancer. Onco Targets Ther 2019; 12:2539-2552. [PMID: 31040697 PMCID: PMC6454989 DOI: 10.2147/ott.s195342] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
PURPOSE Detecting gene mutations by two competing biomarkers, circulating tumor cells (CTCs) and ctDNA has gradually paved a new diagnostic avenue for personalized medicine. We performed a comprehensive analysis to compare the diagnostic value of CTCs and ctDNA for gene mutations in lung cancer. METHODS Publications were electronically searched in PubMed, Embase, and Web of Science as of July 2018. Pooled sensitivity, specificity, and AUC, each with a 95% CI, were yielded. Subgroup analyses and sensitivity analyses were conducted. Quality assessment of included studies was also performed. RESULTS From 4,283 candidate articles, we identified 47 articles with a total of 7,244 patients for qualitative review and meta-analysis. When detecting EGFR, the CTC and ctDNA groups had pooled sensitivity of 75.4% (95% CI 0.683-0.817) and 67.1% (95% CI 0.647-0.695), respectively. When testing KRAS, pooled sensitivity was 38.7% (95% CI 0.266-0.519) in the CTC group and 65.1% (95% CI 0.558-0.736) in the ctDNA group. The diagnostic performance of ctDNA in testing ALK and BRAF was also evaluated. Heterogeneity among the 47 articles was acceptable. CONCLUSION ctDNA might be a more promising biomarker with equivalent performance to CTCs when detecting EGFR and its detailed subtypes, and superior diagnostic capacity when testing KRAS and ALK. In addition, the diagnostic performance of ctDNA and CTCs depends on the detection methods greatly, and this warrants further studies to explore more sensitive methods.
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Affiliation(s)
- Mengyuan Lyu
- West China School of Medicine, Sichuan University, Chengdu, Sichuan, People's Republic of China
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China,
| | - Jian Zhou
- West China School of Medicine, Sichuan University, Chengdu, Sichuan, People's Republic of China
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Kang Ning
- West China School of Medicine, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Binwu Ying
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China,
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Alimirzaie S, Bagherzadeh M, Akbari MR. Liquid biopsy in breast cancer: A comprehensive review. Clin Genet 2019; 95:643-660. [PMID: 30671931 DOI: 10.1111/cge.13514] [Citation(s) in RCA: 163] [Impact Index Per Article: 32.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 01/04/2019] [Accepted: 01/11/2019] [Indexed: 12/11/2022]
Abstract
Breast cancer is the most common cancer among women worldwide. Due to its complexity in nature, effective breast cancer treatment can encounter many challenges. Traditional methods of cancer detection such as tissue biopsy are not comprehensive enough to capture the entire genomic landscape of breast tumors. However, with the introduction of novel techniques, the application of liquid biopsy has been enhanced, enabling the improvement of various aspects of breast cancer management including early diagnosis and screening, prediction of prognosis, early detection of relapse, serial sampling and efficient longitudinal monitoring of disease progress and response to treatment. Various components of tumor cells released into the blood circulation can be analyzed in liquid biopsy sampling, some of which include circulating tumor cells (CTCs), circulating tumor DNA (ctDNA), cell-free RNA, tumor-educated platelets and exosomes. These components can be utilized for different purposes. As an example, ctDNA can be sequenced for genetic profiling of the tumors to enhance individualized treatment and longitudinal screening. CTC plasma count analysis or ctDNA detection after curative tumor resection surgery could facilitate early detection of minimal residual disease, aiding in the initiation of adjuvant therapy to prevent recurrence. Furthermore, CTC plasma count can be assessed to determine the stage and prognosis of breast cancer. In this review, we discuss the advantages and limitations of the various components of liquid biopsy used in breast cancer diagnosis and will expand on aspects that require further focus in future research.
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Affiliation(s)
- Sahar Alimirzaie
- Women's College Research Institute, Women's College Hospital, University of Toronto, Toronto, Ontario, Canada.,Faculty of Arts and Science, University of Toronto, Toronto, Ontario, Canada
| | - Maryam Bagherzadeh
- Women's College Research Institute, Women's College Hospital, University of Toronto, Toronto, Ontario, Canada.,Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Mohammad R Akbari
- Women's College Research Institute, Women's College Hospital, University of Toronto, Toronto, Ontario, Canada.,Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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15
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Parris BA, Shaw E, Pang B, Soong R, Fong K, Soo RA. Somatic mutations and immune checkpoint biomarkers. Respirology 2019; 24:215-226. [PMID: 30636374 DOI: 10.1111/resp.13463] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Revised: 11/02/2018] [Accepted: 12/09/2018] [Indexed: 01/10/2023]
Abstract
The development of molecular testing for identifying somatic mutations and immune checkpoint biomarkers has directed treatment towards personalized medicine for patients with non-small cell lung cancer. The choice of molecular testing in a clinical setting is influenced by cost, expertise in the technology, instrumentation setup and sample type availability. The molecular techniques described in this review include immunohistochemistry (IHC), fluorescent in situ hybridization, direct sequencing, real-time polymerase chain reaction (PCR), denaturing high-performance liquid chromatography, matrix-assisted laser desorption/ionization time of flight mass spectrometry and next-generation sequencing (NGS). IHC is routinely used in clinical practice for the classification, differentiation, histology and identification of targetable alterations of epidermal growth factor receptor (EGFR), anaplastic lymphoma kinase (ALK) and programmed death ligand-1 (PD-L1). Recently, the PD-L1 pathway was identified as being exploited by tumour cells, allowing immune resistance and tumour evasion. The development of immune checkpoint inhibitors as treatment for tumours expressing checkpoints has highlighted the need for standardized IHC assays to inform treatment decisions for patients. Direct sequencing was historically the gold standard for mutation testing for EGFR, KRAS (Kirsten rat sarcoma viral oncogene homologue) and BRAF (v-Raf murine sarcoma viral oncogene homologue B1) requiring a high ratio of tumour to normal cells, but this has been superseded by more sensitive methods. NGS is a new emerging technique, which allows high-throughput coverage of frequently mutated genes, including less common BRAF and MET mutations and alterations in tumour suppressor genes. When an NGS platform is unavailable, PCR-based technologies offer an efficient and cost-effective single gene test to guide patient treatment. This article will review these techniques and discuss the future of molecular platforms underpinning clinical management decisions.
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Affiliation(s)
- Brielle A Parris
- University of Queensland Thoracic Research Centre, Brisbane, QLD, Australia.,Department of Thoracic Medicine, The Prince Charles Hospital, Brisbane, QLD, Australia
| | - Eloise Shaw
- University of Queensland Thoracic Research Centre, Brisbane, QLD, Australia.,Department of Thoracic Medicine, The Prince Charles Hospital, Brisbane, QLD, Australia
| | - Brendan Pang
- Department of Pathology, National University Hospital, Singapore
| | - Richie Soong
- Department of Pathology, National University Hospital, Singapore
| | - Kwun Fong
- University of Queensland Thoracic Research Centre, Brisbane, QLD, Australia.,Department of Thoracic Medicine, The Prince Charles Hospital, Brisbane, QLD, Australia
| | - Ross A Soo
- Department of Haematology-Oncology, National University Hospital, Singapore
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16
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Urinary Exosomal and cell-free DNA Detects Somatic Mutation and Copy Number Alteration in Urothelial Carcinoma of Bladder. Sci Rep 2018; 8:14707. [PMID: 30279572 PMCID: PMC6168539 DOI: 10.1038/s41598-018-32900-6] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Accepted: 09/17/2018] [Indexed: 12/22/2022] Open
Abstract
Urothelial bladder carcinoma (UBC) is characterized by a large number of genetic alterations. DNA from urine is a promising source for liquid biopsy in urological malignancies. We aimed to assess the availability of cell-free DNA (cfDNA) and exosomal DNA (exoDNA) in urine as a source for liquid biopsy in UBC. We included 9 patients who underwent surgery for UBC and performed genomic profiling of tumor samples and matched urinary cfDNA and exoDNA. For mutation analysis, deep sequencing was performed for 9 gene targets and shallow whole genome sequencing (sWGS) was used for the detection of copy number variation (CNV). We analyzed whether genetic alteration in tumor samples was reflected in urinary cfDNA or exoDNA. To measure the similarity between copy number profiles of tumor tissue and urinary DNA, the Pearson’s correlation coefficient was calculated. We found 17 somatic mutations in 6 patients. Of the 17 somatic mutations, 14 and 12 were identified by analysis of cfDNA and exoDNA with AFs of 56.2% and 65.6%, respectively. In CNV analysis using sWGS, although the mean depth was 0.6X, we found amplification of MDM2, ERBB2, CCND1 and CCNE1, and deletion of CDKN2A, PTEN and RB1, all known to be frequently altered in UBC. CNV plots of cfDNA and exoDNA showed a similar pattern with those from the tumor samples. Pearson’s correlation coefficients of tumor vs. cfDNA (0.481) and tumor vs. exoDNA (0.412) were higher than that of tumor vs. normal (0.086). We successfully identified somatic mutations and CNV in UBC using urinary cfDNA and exoDNA. Urinary exoDNA could be another source for liquid biopsy. Also, CNV analysis using sWGS is an alternative strategy for liquid biopsy, providing data from the whole genome at a low cost.
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17
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Finotti A, Allegretti M, Gasparello J, Giacomini P, Spandidos DA, Spoto G, Gambari R. Liquid biopsy and PCR-free ultrasensitive detection systems in oncology (Review). Int J Oncol 2018; 53:1395-1434. [PMID: 30085333 PMCID: PMC6086621 DOI: 10.3892/ijo.2018.4516] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 07/31/2018] [Indexed: 02/07/2023] Open
Abstract
In oncology, liquid biopsy is used in the detection of next-generation analytes, such as tumor cells, cell-free nucleic acids and exosomes in peripheral blood and other body fluids from cancer patients. It is considered one of the most advanced non-invasive diagnostic systems to enable clinically relevant actions and implement precision medicine. Medical actions include, but are not limited to, early diagnosis, staging, prognosis, anticipation (lead time) and the prediction of therapy responses, as well as follow-up. Historically, the applications of liquid biopsy in cancer have focused on circulating tumor cells (CTCs). More recently, this analysis has been extended to circulating free DNA (cfDNA) and microRNAs (miRNAs or miRs) associated with cancer, with potential applications for development into multi-marker diagnostic, prognostic and therapeutic signatures. Liquid biopsies avoid some key limitations of conventional tumor tissue biopsies, including invasive tumor sampling, under-representation of tumor heterogeneity and poor description of clonal evolution during metastatic dissemination, strongly reducing the need for multiple sampling. On the other hand, this approach suffers from important drawbacks, i.e., the fragmentation of cfDNA, the instability of RNA, the low concentrations of certain analytes in body fluids and the confounding presence of normal, as well as aberrant DNAs and RNAs. For these reasons, the analysis of cfDNA has been mostly focused on mutations arising in, and pathognomonicity of, tumor DNA, while the analysis of cfRNA has been mostly focused on miRNA patterns strongly associated with neoplastic transformation/progression. This review lists some major applicative areas, briefly addresses how technology is bypassing liquid biopsy limitations, and places a particular emphasis on novel, PCR-free platforms. The ongoing collaborative efforts of major international consortia are reviewed. In addition to basic and applied research, we will consider technological transfer, including patents, patent applications and available information on clinical trials aimed at verifying the potential of liquid biopsy in cancer.
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Affiliation(s)
- Alessia Finotti
- Department of Life Sciences and Biotechnology, Ferrara University, 44121 Ferrara, Italy
| | - Matteo Allegretti
- Oncogenomics and Epigenetic Unit, IRCCS Regina Elena National Cancer Institute, 00144 Rome, Italy
| | - Jessica Gasparello
- Department of Life Sciences and Biotechnology, Ferrara University, 44121 Ferrara, Italy
| | - Patrizio Giacomini
- Oncogenomics and Epigenetic Unit, IRCCS Regina Elena National Cancer Institute, 00144 Rome, Italy
| | - Demetrios A Spandidos
- Laboratory of Clinical Virology, Medical School, University of Crete, 71003 Heraklion, Crete, Greece
| | - Giuseppe Spoto
- Department of Chemistry, Catania University, 95125 Catania, Italy
| | - Roberto Gambari
- Department of Life Sciences and Biotechnology, Ferrara University, 44121 Ferrara, Italy
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18
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ctDNA and CTCs in Liquid Biopsy - Current Status and Where We Need to Progress. Comput Struct Biotechnol J 2018; 16:190-195. [PMID: 29977481 PMCID: PMC6024152 DOI: 10.1016/j.csbj.2018.05.002] [Citation(s) in RCA: 146] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 05/18/2018] [Accepted: 05/21/2018] [Indexed: 12/12/2022] Open
Abstract
We discuss the current status of liquid biopsy and its advantages and challenges with a focus on pre-analytical sample handling, technologies and workflows. The potential of circulating tumor cells and circulating tumor DNA is pointed out and an overview of corresponding technologies is given.
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19
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Zhang R, Chen B, Tong X, Wang Y, Wang C, Jin J, Tian P, Li W. Diagnostic accuracy of droplet digital PCR for detection of EGFR T790M mutation in circulating tumor DNA. Cancer Manag Res 2018; 10:1209-1218. [PMID: 29844700 PMCID: PMC5962302 DOI: 10.2147/cmar.s161382] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Objectives Although different methods have been established to detect epidermal growth factor receptor (EGFR) T790M mutation in circulating tumor DNA (ctDNA), a wide range of diagnostic accuracy values were reported in previous studies. The aim of this meta-analysis was to provide pooled diagnostic accuracy measures for droplet digital PCR (ddPCR) in the diagnosis of EGFR T790M mutation based on ctDNA. Materials and methods A systematic review and meta-analysis were carried out based on resources from Pubmed, Web of Science, Embase and Cochrane Library up to October 11, 2017. Data were extracted to assess the pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio (NLR), diagnostic OR (DOR), and areas under the summary receiver-operating characteristic curve (SROC). Results Eleven of 311 studies identified have met the including criteria. The sensitivity and specificity of ddPCR for the detection of T790M mutation in ctDNA ranged from 0.0% to 100.0% and 63.2% to 100.0%, respectively. For the pooled analysis, ddPCR had a performance of 70.1% (95% CI, 62.7%–76.7%) sensitivity, 86.9 % (95% CI, 80.6%–91.7%) specificity, 3.67 (95% CI, 2.33–5.79) PLR, 0.41 (95% CI, 0.32–0.55) NLR, and 10.83 (95% CI, 5.86–20.03) DOR, with the area under the SROC curve being 0.82. Conclusion The ddPCR harbored a good performance for detection of EGFR T790M mutation in ctDNA.
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Affiliation(s)
- Rui Zhang
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Bojiang Chen
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Xiang Tong
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Ye Wang
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.,Lung Cancer Treatment Center, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Chengdi Wang
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Jing Jin
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Panwen Tian
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.,Lung Cancer Treatment Center, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Weimin Li
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
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20
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Qu L, Li L, Zheng X, Fu H, Tang C, Qin H, Li X, Wang H, Li J, Wang W, Yang S, Wang L, Zhao G, Lv P, Lei Y, Zhang M, Gao H, Song S, Liu X. Circulating plasma microRNAs as potential markers to identify EGFR mutation status and to monitor epidermal growth factor receptor-tyrosine kinase inhibitor treatment in patients with advanced non-small cell lung cancer. Oncotarget 2018; 8:45807-45824. [PMID: 28496005 PMCID: PMC5542229 DOI: 10.18632/oncotarget.17416] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Accepted: 03/17/2017] [Indexed: 12/29/2022] Open
Abstract
We aimed to identify a panel of circulating plasma microRNAs that can predict EGFR mutation status and monitor epidermal growth factor receptor-tyrosine kinase inhibitor treatment in patients with non-small cell lung cancer. Microarrays were performed for the preliminary screening of dysregulated microRNAs in 9 EGFR mutation-positive patients versus healthy controls. MiR-107 was upregulated and miR-195 was downregulated in the exon 19 deletion versus wild-type group. The areas under the receiver operating characteristic curves for miR-107, miR-195, and a panel of these 2 microRNAs were 0.72, 0.75, and 0.74, with sensitivities and specificities of 64.7% and 76.6%, 71.8% and 69.1%, and 71.7% and 78.9%, respectively. MiR-122 was significantly upregulated in the p.L858R versus wild-type group. An area under the receiver operative characteristic curve of 0.75 suggests that miR-122 might be a specific biomarker for patients with the p.L858R mutation. In addition, dynamic changes in these 3 microRNAs were also found to correlate with responses to epidermal growth factor receptor-tyrosine kinase inhibitor treatment, indicating that circulating plasma microRNAs may represent potential biomarkers for monitoring epidermal growth factor receptor-tyrosine kinase inhibitor treatment. This study demonstrates the prospective application of circulating plasma microRNAs as potential non-invasive, convenient biomarkers for patients with EGFR-sensitive mutations.
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Affiliation(s)
- Lili Qu
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Liangliang Li
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Xiaofei Zheng
- Institute of Radiation Medicine, Academy of Military Medical Science, Beijing, China
| | - Hanjiang Fu
- Institute of Radiation Medicine, Academy of Military Medical Science, Beijing, China
| | - Chuanhao Tang
- Department of Oncology, Peking University International Hospital, Beijing, China
| | - Haifeng Qin
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Xiaoyan Li
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Hong Wang
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Jianjie Li
- Department of Medical Oncology, Beijing Cancer Hospital, Beijing, China
| | - Weixia Wang
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Shaoxing Yang
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Lin Wang
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Guanhua Zhao
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Panpan Lv
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Yangyang Lei
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Min Zhang
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Hongjun Gao
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Santai Song
- Department of Breast Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
| | - Xiaoqing Liu
- Department of Lung Cancer, Affiliated Hospital of the Academy of Military Medical Science, Beijing, China
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21
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Jiang W, Wang H, Cui Y, Lei Y, Wang Y, Xu D, Jiang N, Chen Y, Sun Y, Zhang Y, Cao J, Ke Z. Polymer nanofiber-based microchips for EGFR mutation analysis of circulating tumor cells in lung adenocarcinoma. Int J Nanomedicine 2018; 13:1633-1642. [PMID: 29588590 PMCID: PMC5862013 DOI: 10.2147/ijn.s157154] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Background Circulating tumor cells (CTCs) detection, an approach considered to be “liquid biopsy”, is a potential alternative method in clinical use for early diagnosis of solid tumor progression. Methods In this study, we developed a poly (lactic-co-glycolic acid) (PLGA) – nanofiber (PN)-NanoVelcro chip as an efficient device for simple and rapid capture of CTCs from peripheral blood. We evaluated the device performance by assessing the capture efficiency and purity. Single CTC was isolated via laser microdissection system for subsequent genetic analysis, with an aim to find the concordance of epidermal growth factor receptor (EGFR) mutations between tumor tissue and CTCs. Results PN-NanoVelcro chip exhibits great performance in capture efficiency and high purity. The genetic analysis results showed that most EGFR mutation in tumor tissue could also be detected in CTCs. Conclusion Compared to computed tomography image results, CTC detection can be implemented throughout the course of diseases and provides an accurate and earlier diagnosis of tumor progression, which make it possible for patients to acquire suitable and timely treatment.
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Affiliation(s)
- Wenting Jiang
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Han Wang
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yongmei Cui
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yiyan Lei
- Department of Thoracic Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yuefeng Wang
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Di Xu
- Department of Thoracic Surgery, The Central Hospital of Wuhan, Jiang'an District, Wuhan, Hubei, China
| | - Neng Jiang
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yangshan Chen
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yu Sun
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yang Zhang
- Biomedical Engineering, The University of Texas at El Paso, El Paso, TX, USA
| | - Jessica Cao
- Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Zunfu Ke
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
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22
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Morris S, Vachani A, Pass HI, Rom WN, Ryden K, Weiss GJ, Hogarth DK, Runger G, Richards D, Shelton T, Mallery DW. Whole blood FPR1 mRNA expression predicts both non-small cell and small cell lung cancer. Int J Cancer 2018; 142:2355-2362. [PMID: 29313979 PMCID: PMC5901395 DOI: 10.1002/ijc.31245] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Revised: 11/13/2017] [Accepted: 12/04/2017] [Indexed: 12/12/2022]
Abstract
While long‐term survival rates for early‐stage lung cancer are high, most cases are diagnosed in later stages that can negatively impact survival rates. We aim to design a simple, single biomarker blood test for early‐stage lung cancer that is robust to preclinical variables and can be readily implemented in the clinic. Whole blood was collected in PAXgene tubes from a training set of 29 patients, and a validation set of 260 patients, of which samples from 58 patients were prospectively collected in a clinical trial specifically for our study. After RNA was extracted, the expressions of FPR1 and a reference gene were quantified by an automated one‐step Taqman RT‐PCR assay. Elevated levels of FPR1 mRNA in whole blood predicted lung cancer status with a sensitivity of 55% and a specificity of 87% on all validation specimens. The prospectively collected specimens had a significantly higher 68% sensitivity and 89% specificity. Results from patients with benign nodules were similar to healthy volunteers. No meaningful correlation was present between our test results and any clinical characteristic other than lung cancer diagnosis. FPR1 mRNA levels in whole blood can predict the presence of lung cancer. Using this as a reflex test for positive lung cancer screening computed tomography scans has the potential to increase the positive predictive value. This marker can be easily measured in an automated process utilizing off‐the‐shelf equipment and reagents. Further work is justified to explain the source of this biomarker. What's new? There have been several lung cancer screening trials evaluating the potential benefit of imaging for improving survival outcomes in lung cancer patients. While low‐dose computed tomography (CT) screening reduces mortality, it yields a 96.4% false‐positive rate. A potential strategy to improve screening may be the identification of additional tools that improve identification of false positives. Using prospectively collected whole blood samples, here the authors show that elevated FPR1 mRNA expression has a 68% sensitivity and 89% specificity. This single biomarker blood test, which can be readily implemented in the clinic, may increase the positive predictive value of detecting lung cancer.
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Affiliation(s)
| | - Anil Vachani
- Penn Lung CenterUniversity of PennsylvaniaPhiladelphiaPA
| | - Harvey I. Pass
- Thoracic OncologyNew York University Langone Medical CenterNew YorkNY
| | - William N. Rom
- Thoracic OncologyNew York University Langone Medical CenterNew YorkNY
| | | | - Glen J. Weiss
- Department of Internal MedicineUniversity of Arizona College of Medicine‐PhoenixPhoenixAZ
| | - D. K. Hogarth
- Bronchoscopy and Minimally Invasive DiagnosticsUniversity of Chicago MedicineChicagoIL
| | - George Runger
- School of Biomedical DiagnosticsArizona State UniversityTempeAZ
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23
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Su J, Zhong W, Zhang X, Huang Y, Yan H, Yang J, Dong Z, Xie Z, Zhou Q, Huang X, Lu D, Yan W, Wu YL. Molecular characteristics and clinical outcomes of EGFR exon 19 indel subtypes to EGFR TKIs in NSCLC patients. Oncotarget 2017; 8:111246-111257. [PMID: 29340050 PMCID: PMC5762318 DOI: 10.18632/oncotarget.22768] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2017] [Accepted: 09/03/2017] [Indexed: 12/21/2022] Open
Abstract
Patients with non-small cell lung cancer (NSCLC) with activating epidermal growth factor receptor (EGFR) mutations (exon 19 deletions and L858R) benefit from EGFR tyrosine kinase inhibitors (TKIs). However, some researchers have reported that responses to TKIs differ by subtypes of EGFR exon 19 mutations. We retrospectively analyzed EGFR exon 19 deletion subtypes and their correlation with clinical outcomes of treatment with TKIs. A cohort of 2664 consecutive patients with NSCLC was enrolled. A total of 440 EGFR exon 19 deletions were defined as 39 subtypes. Among them, 158 patients with advanced lung adenocarcinoma with EGFR exon 19 deletion mutations received EGFR-TKIs. There were no significant differences in progression-free survival or overall survival among patients with non-LRE deletions, delE746, or delL747 (P = 0.463 and P = 0.464, respectively). Furthermore, two patients with EGFR exon19 insertion had durable response to EGFR-TKIs. In conclusion, EGFR exon 19 is highly fragile, resulting in many different deletion and insertion subtypes. There were no significant differences in clinical outcomes after TKI treatment across the different subtypes. It is necessary to attempt to identify all patients with exon 19 deletions so that they can be offered TKI treatment.
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Affiliation(s)
- Jian Su
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Medical Research Center of Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Wenzhao Zhong
- Guangdong Lung Cancer Institute, Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Xuchao Zhang
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Medical Research Center of Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Ying Huang
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Medical Research Center of Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Honghong Yan
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Medical Research Center of Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Jinji Yang
- Guangdong Lung Cancer Institute, Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Zhongyi Dong
- Guangdong Lung Cancer Institute, Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Zhi Xie
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Medical Research Center of Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Qing Zhou
- Guangdong Lung Cancer Institute, Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Xiaosui Huang
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Medical Research Center of Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Danxia Lu
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Medical Research Center of Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Wenqing Yan
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Medical Research Center of Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Yi-Long Wu
- Guangdong Lung Cancer Institute, Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou 510080, China
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24
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Lu T, Li J. Clinical applications of urinary cell-free DNA in cancer: current insights and promising future. Am J Cancer Res 2017; 7:2318-2332. [PMID: 29218253 PMCID: PMC5714758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Accepted: 10/03/2017] [Indexed: 06/07/2023] Open
Abstract
Liquid biopsy is gaining significant attention as a tool for unveiling the molecular landscape of tumor and holds great promise for individualized medicine for cancer. Cell-free DNA serves as an extremely important component of liquid biopsy for cancer, and cell-free DNA in urine is even promising due to the remarkable advantage of urine as an ultra-noninvasive sample source over tissue and blood. Compared with the widely studied cell-free DNA in blood, less is known about the role of urinary cell-free DNA. Urinary cell-free DNA has the ability to give comprehensive and crucial information on cancer as it carries genetic messages from cells shedding directly into urine as well as transporting from circulation. As an indispensable component of liquid biopsy, urinary cell-free DNA is believed to have the potential of being a useful and ultra-noninvasive tool for cancer screening, diagnosis, prognosis, and monitoring of cancer progression and therapeutic effect. In this review, we provide the current insights into the clinical applications of urinary cell-free DNA in cancer. We also introduce the basic biological significance and some technical issues in the detection of urinary cell-free DNA.
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Affiliation(s)
- Tian Lu
- National Center for Clinical Laboratories, Beijing Hospital, National Center of GerontologyBeijing, People’s Republic of China
- Graduate School, Peking Union Medical College, Chinese Academy of Medical SciencesBeijing, People’s Republic of China
- Beijing Engineering Research Center of Laboratory Medicine, Beijing HospitalBeijing, People’s Republic of China
| | - Jinming Li
- National Center for Clinical Laboratories, Beijing Hospital, National Center of GerontologyBeijing, People’s Republic of China
- Graduate School, Peking Union Medical College, Chinese Academy of Medical SciencesBeijing, People’s Republic of China
- Beijing Engineering Research Center of Laboratory Medicine, Beijing HospitalBeijing, People’s Republic of China
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Rodriguez-Panadero F. The case for performing pleural biopsies for the aetiological diagnosis of exudates. Yes. Rev Clin Esp 2017. [DOI: 10.1016/j.rceng.2017.02.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Rodriguez-Panadero F. ¿Se debe realizar una biopsia pleural para el diagnóstico etiológico de los exudados? Sí. Rev Clin Esp 2017; 217:420-422. [DOI: 10.1016/j.rce.2017.02.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Accepted: 02/18/2017] [Indexed: 11/29/2022]
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Shigeyasu K, Toden S, Zumwalt TJ, Okugawa Y, Goel A. Emerging Role of MicroRNAs as Liquid Biopsy Biomarkers in Gastrointestinal Cancers. Clin Cancer Res 2017; 23:2391-2399. [PMID: 28143873 DOI: 10.1158/1078-0432.ccr-16-1676] [Citation(s) in RCA: 81] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Revised: 12/27/2016] [Accepted: 12/27/2016] [Indexed: 12/17/2022]
Abstract
Cancer has emerged as a leading cause of mortality worldwide, claiming more than 8 million lives annually. Gastrointestinal cancers account for about 35% of these mortalities. Recent advances in diagnostic and treatment strategies have reduced mortality among patients with gastrointestinal cancer, yet a significant number of patients still develop late-stage cancer, where treatment options are inadequate. Emerging interests in "liquid biopsies" have encouraged investigators to identify and develop clinically relevant noninvasive genomic and epigenomic signatures that can be exploited as biomarkers capable of detecting premalignant and early-stage cancers. In this context, microRNAs (miRNA), which are small, noncoding RNAs that are frequently dysregulated in cancers, have emerged as promising entities for such diagnostic purposes. Even though the future looks promising, current approaches for detecting miRNAs in blood and other biofluids remain inadequate. This review summarizes existing efforts to exploit circulating miRNAs as cancer biomarkers and evaluates their potential and challenges as liquid biopsy-based biomarkers for gastrointestinal cancers. Clin Cancer Res; 23(10); 2391-9. ©2017 AACR.
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Affiliation(s)
- Kunitoshi Shigeyasu
- Center for Gastrointestinal Research; Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor Research Institute and Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas
| | - Shusuke Toden
- Center for Gastrointestinal Research; Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor Research Institute and Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas
| | - Timothy J Zumwalt
- Center for Gastrointestinal Research; Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor Research Institute and Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas
| | - Yoshinaga Okugawa
- Center for Gastrointestinal Research; Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor Research Institute and Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas
| | - Ajay Goel
- Center for Gastrointestinal Research; Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor Research Institute and Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas.
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Kaczor-Urbanowicz KE, Martín Carreras-Presas C, Kaczor T, Tu M, Wei F, Garcia-Godoy F, Wong DTW. Emerging technologies for salivaomics in cancer detection. J Cell Mol Med 2016; 21:640-647. [PMID: 27862926 PMCID: PMC5345659 DOI: 10.1111/jcmm.13007] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Accepted: 09/13/2016] [Indexed: 01/04/2023] Open
Abstract
Salivary diagnostics has great potential to be used in the early detection and prevention of many cancerous diseases. If implemented with rigour and efficiency, it can result in improving patient survival times and achieving earlier diagnosis of disease. Recently, extraordinary efforts have been taken to develop non‐invasive technologies that can be applied without complicated and expensive procedures. Saliva is a biofluid that has demonstrated excellent properties and can be used as a diagnostic fluid, since many of the biomarkers suggested for cancers can also be found in whole saliva, apart from blood or other body fluids. The currently accepted gold standard methods for biomarker development include chromatography, mass spectometry, gel electrophoresis, microarrays and polymerase chain reaction‐based quantification. However, salivary diagnostics is a flourishing field with the rapid development of novel technologies associated with point‐of‐care diagnostics, RNA sequencing, electrochemical detection and liquid biopsy. Those technologies will help introduce population‐based screening programs, thus enabling early detection, prognosis assessment and disease monitoring. The purpose of this review is to give a comprehensive update on the emerging diagnostic technologies and tools for the early detection of cancerous diseases based on saliva.
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Affiliation(s)
| | | | - Tadeusz Kaczor
- Faculty of Mechanical Engineering, Department of Physics, Kazimierz Pulaski University of Technology and Humanities in Radom, Radom, Poland
| | - Michael Tu
- Center for Oral/Head & Neck Oncology Research, School of Dentistry, University of California at Los Angeles, Los Angeles, CA, USA
| | - Fang Wei
- Center for Oral/Head & Neck Oncology Research, School of Dentistry, University of California at Los Angeles, Los Angeles, CA, USA
| | - Franklin Garcia-Godoy
- Bioscience Research Center, College of Dentistry, University of Tennessee Health Science Center, Memphis, TN, USA
| | - David T W Wong
- Center for Oral/Head & Neck Oncology Research, School of Dentistry, University of California at Los Angeles, Los Angeles, CA, USA
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Cao L, Cui X, Hu J, Li Z, Choi JR, Yang Q, Lin M, Ying Hui L, Xu F. Advances in digital polymerase chain reaction (dPCR) and its emerging biomedical applications. Biosens Bioelectron 2016; 90:459-474. [PMID: 27818047 DOI: 10.1016/j.bios.2016.09.082] [Citation(s) in RCA: 169] [Impact Index Per Article: 21.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Revised: 09/23/2016] [Accepted: 09/24/2016] [Indexed: 12/18/2022]
Abstract
Since the invention of polymerase chain reaction (PCR) in 1985, PCR has played a significant role in molecular diagnostics for genetic diseases, pathogens, oncogenes and forensic identification. In the past three decades, PCR has evolved from end-point PCR, through real-time PCR, to its current version, which is the absolute quantitive digital PCR (dPCR). In this review, we first discuss the principles of all key steps of dPCR, i.e., sample dispersion, amplification, and quantification, covering commercialized apparatuses and other devices still under lab development. We highlight the advantages and disadvantages of different technologies based on these steps, and discuss the emerging biomedical applications of dPCR. Finally, we provide a glimpse of the existing challenges and future perspectives for dPCR.
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Affiliation(s)
- Lei Cao
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, PR China
| | - Xingye Cui
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, PR China
| | - Jie Hu
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, PR China
| | - Zedong Li
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, PR China
| | - Jane Ru Choi
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, PR China
| | - Qingzhen Yang
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, PR China
| | - Min Lin
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, PR China
| | - Li Ying Hui
- Foundation of State Key Laboratory of Space Medicine Fundamentals and Application, China Astronaut Research and Training Center, Beijing 100094, PR China
| | - Feng Xu
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an 710049, PR China.
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30
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Vu BT, Tan Le D, Van Pham P. Liquid biopsies: tumour diagnosis and treatment monitoring. BIOMEDICAL RESEARCH AND THERAPY 2016. [DOI: 10.7603/s40730-016-0035-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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