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Xu B, Lan Y, Luo D, Zheng Y, Ni R, Su G, Huang Q, Li Q. Highly Sensitive Detection of PIK3CA Mutations by Looping-Out Probes-Based Melting Curve Analysis. Biochem Genet 2024; 62:77-94. [PMID: 37249716 DOI: 10.1007/s10528-023-10408-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 05/19/2023] [Indexed: 05/31/2023]
Abstract
PIK3CA mutations have important therapeutic and prognostic implications in various cancer types. However, highly sensitive detection of PIK3CA hotspot mutations in heterogeneous tumor samples remains a challenge in clinical settings. To establish a rapid PCR assay for highly sensitive detection of multiple PIK3CA hotspot mutations. We described a novel melting curve analysis-based assay using looping-out probes that can enrich target mutations in the background of excess wild-type and concurrently reveal the presence of mutations. The analytical and clinical performance of the assay were evaluated. The developed assay could detect 10 PIK3CA hotspot mutations at a mutant allele fraction of 0.05-0.5% within 2 h in a single step. Analysis of 82 breast cancer tissue samples revealed 43 samples with PIK3CA mutations, 28 of which were confirmed by Sanger sequencing. Further testing of 175 colorectal cancer tissue samples showed that 24 samples contained PIK3CA mutations and 19 samples were confirmed by Sanger sequencing. Droplet digital PCR supported that all mutation-containing samples undetected by sequencing contained mutations with a low allele fraction. The rapidity, ease of use, high sensitivity and accuracy make the new assay a potential screening tool for PIK3CA mutations in clinical laboratories.
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Affiliation(s)
- Boheng Xu
- Department of Molecular Diagnostics, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China
| | - Yanping Lan
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China
| | - Danjiao Luo
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China
| | - Yangsi Zheng
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China
| | - Runfang Ni
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China
| | - Guoqiang Su
- The First Affiliated Hospital of Xiamen University, Xiamen, 361003, Fujian, China
| | - Qiuying Huang
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China.
| | - Qingge Li
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China.
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2
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Lan Y, Xu B, Xi Y, Luo Y, Guo X, Huang Z, Luo D, Zhu A, He P, Li C, Huang Q, Li Q. Accurate Detection of Multiple Tumor Mutations in Formalin-Fixed Paraffin-Embedded Tissues by Coupling Sequence Artifacts Elimination and Mutation Enrichment With MeltArray. J Transl Med 2024; 104:100300. [PMID: 38042496 DOI: 10.1016/j.labinv.2023.100300] [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: 09/07/2023] [Revised: 11/09/2023] [Accepted: 11/27/2023] [Indexed: 12/04/2023] Open
Abstract
Formalin-fixed paraffin-embedded (FFPE) tissues are the primary source of DNA for companion diagnostics (CDx) of cancers. Degradation of FFPE tissue DNA and inherent tumor heterogeneity constitute serious challenges in current CDx assays. To address these limitations, we introduced sequence artifact elimination and mutation enrichment to MeltArray, a highly multiplexed PCR approach, to establish an integrated protocol that provides accuracy, ease of use, and rapidness. Using PIK3CA mutations as a model, we established a MeltArray protocol that could eliminate sequence artifacts completely and enrich mutations from 23.5- to 59.4-fold via a single-reaction pretreatment step comprising uracil-DNA-glycosylase excision and PCR clamping. The entire protocol could identify 13 PIK3CA hotspot mutations of 0.05% to 0.5% mutant allele fractions within 5 hours. Evaluation of 106 breast cancer and 40 matched normal FFPE tissue samples showed that all 47 PIK3CA mutant samples were from the cancer tissue, and no false-positive results were detected in the normal samples. Further evaluation of 105 colorectal and 40 matched normal FFPE tissue samples revealed that 11 PIK3CA mutants were solely from the cancer sample. The detection results of our protocol were consistent with those of the droplet digital PCR assays that underwent sequence artifact elimination. Of the 60 colorectal samples with next-generation sequencing results, the MeltArray protocol detected 2 additional mutant samples with low mutant allele fractions. We conclude that the new protocol provides an improved alternative to current CDx assays for detecting tumor mutations in FFPE tissue DNA.
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Affiliation(s)
- Yanping Lan
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, China
| | - Boheng Xu
- Department of Molecular Diagnostics, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, China
| | - Yuxin Xi
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, China
| | - Yi Luo
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, China; School of Pharmaceutical Sciences, Xiamen University, Xiamen, Fujian, China
| | - Xiaoxia Guo
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, China
| | - Zhibin Huang
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, China
| | - Danjiao Luo
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, China
| | - Anqi Zhu
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, China
| | - Pujing He
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, China
| | - Changxing Li
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, China; School of Pharmaceutical Sciences, Xiamen University, Xiamen, Fujian, China
| | - Qiuying Huang
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, China.
| | - Qingge Li
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, China.
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Stergiopoulou D, Smilkou S, Georgoulias V, Kaklamanis L, Lianidou E, Markou A. Development and Validation of a Novel Dual-Drop-off ddPCR Assay for the Simultaneous Detection of Ten Hotspots PIK3CA Mutations. Anal Chem 2023; 95:14068-14076. [PMID: 37681347 DOI: 10.1021/acs.analchem.3c02692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
Abstract
Breast cancer is the leading cause of cancer-related deaths in women worldwide. Approximately 40% of patients with hormone receptor-positive, human epidermal growth factor receptor-2-negative breast cancer have activating mutations in the PIK3CA gene. We developed a highly sensitive, specific, cost-effective, and reproducible dual-drop-off droplet digital polymerase chain reaction (PCR) assay for the simultaneous detection of ten hotspots of PIK3CA mutations in plasma cell-free (cf) DNA. We first evaluated the analytical specificity, sensitivity, limit of blank, repeatability, and reproducibility of the assay, which simultaneously detects seven mutations in exon9 and three in exon20. We further applied this assay in 11 gDNA and 18 plasma cfDNA samples from healthy donors and 35 plasma cfDNA samples from metastatic breast cancer patients. The assay is highly sensitive, specific, and applicable for clinical samples containing at least 1-5% mutant DNA. We detected PIK3CA mutations in 9/35(26%) plasma cfDNA samples in exon 9 and in 9/35(26%) in exon 20. Direct comparison of the developed assay with amplification refractory mutation system-based PCR (using plasma samples) and with the Food and Drug Administration-approved cobas PIK3CA mutation assay (using formalin fixed paraffin embedded samples) showed high concordance of our developed assay with the cobas PIK3CA assay. The developed assay is cost-effective and can reliably and simultaneously detect ten hotspot PIK3CA mutations in plasma cfDNA. The clinical performance of the assay will be further evaluated in liquid biopsy samples.
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Affiliation(s)
- Dimitra Stergiopoulou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Panepistimiopolis, Ilissia, Athens, Greece
| | - Stavroula Smilkou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Panepistimiopolis, Ilissia, Athens, Greece
| | - Vasilis Georgoulias
- First Department of Medical Oncology, Metropolitan General Hospital, 264 Mesogion Avenue, 15562 Cholargos, Athens, Greece
| | - Loukas Kaklamanis
- Department of Pathology, Onassis Cardiac Surgery Center, 356 Leof. Andrea Siggrou, 176 74 Kallithea, Athens, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Panepistimiopolis, Ilissia, Athens, Greece
| | - Athina Markou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Panepistimiopolis, Ilissia, Athens, Greece
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Zhang S, Chen X, Lin Z, Tan Y, Liang B, Pan Y, Huang M, Su B, Hu X, Xu Y, Li Q. Quantification of Isoniazid-Heteroresistant Mycobacterium tuberculosis Using Droplet Digital PCR. J Clin Microbiol 2023; 61:e0188422. [PMID: 37195177 PMCID: PMC10281145 DOI: 10.1128/jcm.01884-22] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 05/04/2023] [Indexed: 05/18/2023] Open
Abstract
The quantitative detection of drug-resistance mutations in Mycobacterium tuberculosis (MTB) is critical for determining the drug resistance status of a sample. We developed a drop-off droplet digital PCR (ddPCR) assay targeting all major isoniazid (INH)-resistant mutations. The ddPCR assay consisted of three reactions: reaction A detects mutations at katG S315; reaction B detects inhA promoter mutations; and reaction C detects ahpC promoter mutations. All reactions could quantify 1%-50% of mutants in the presence of the wild-type, ranging from 100 to 50,000 copies/reaction. Clinical evaluation with 338 clinical isolates yielded clinical sensitivity of 94.5% (95% confidence interval [CI] = 89.1%-97.3%) and clinical specificity of 97.6% (95% CI = 94.6%-99.0%) compared with the traditional drug susceptibility testing (DST). Further clinical evaluation using 194 nucleic acid-positive MTB sputum samples revealed clinical sensitivity of 87.8% (95% CI = 75.8%-94.3%) and clinical specificity of 96.5% (95% CI = 92.2%-98.5%) in comparison with DST. All the mutant and heteroresistant samples detected by the ddPCR assay but susceptible by DST were confirmed by combined molecular assays, including Sanger sequencing, mutant-enriched Sanger sequencing and a commercial melting curve analysis-based assay. Finally, the ddPCR assay was used to monitor longitudinally the INH-resistance status and the bacterial load in nine patients undergoing treatment. Overall, the developed ddPCR assay could be an indispensable tool for quantification of INH-resistant mutations in MTB and bacterial loads in patients.
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Affiliation(s)
- Siqi Zhang
- Engineering Research Centre of Molecular Diagnostics of Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life Sciences, Xiamen University, Xiamen, China
| | - Xiaohong Chen
- The Pulmonary Hospital of Fuzhou in Fujian Province, Fuzhou, Fujian, China
| | - Zhonghui Lin
- The Pulmonary Hospital of Fuzhou in Fujian Province, Fuzhou, Fujian, China
| | - Yaoju Tan
- Department of Clinical Laboratory, Guangzhou Chest Hospital, Guangzhou, China
| | - Bin Liang
- Engineering Research Centre of Molecular Diagnostics of Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life Sciences, Xiamen University, Xiamen, China
| | - Yuying Pan
- Engineering Research Centre of Molecular Diagnostics of Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life Sciences, Xiamen University, Xiamen, China
| | - Mingxiang Huang
- The Pulmonary Hospital of Fuzhou in Fujian Province, Fuzhou, Fujian, China
| | - Biyi Su
- Department of Clinical Laboratory, Guangzhou Chest Hospital, Guangzhou, China
| | - Xiaoman Hu
- Engineering Research Centre of Molecular Diagnostics of Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life Sciences, Xiamen University, Xiamen, China
| | - Ye Xu
- Engineering Research Centre of Molecular Diagnostics of Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life Sciences, Xiamen University, Xiamen, China
| | - Qingge Li
- Engineering Research Centre of Molecular Diagnostics of Ministry of Education, State Key Laboratory of Cellular Stress Biology, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Life Sciences, Xiamen University, Xiamen, China
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Yu Q, Jiang H, Su X, Jiang Z, Liang X, Zhang C, Shang W, Zhang Y, Chen H, Yang Z, Shen M, Huang F, Chen X, Yang Y, Pan B, Wang B, Lu D, Guo W. Development of multiplex drop-off digital PCR assays for hotspot mutation detection of KRAS, NRAS, BRAF and PIK3CA in the plasma of colorectal cancer patients. J Mol Diagn 2023; 25:388-402. [PMID: 36963484 DOI: 10.1016/j.jmoldx.2023.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/30/2022] [Accepted: 03/08/2023] [Indexed: 03/26/2023] Open
Abstract
The detection of mutations in KRAS, NRAS, BRAF and PIK3CA has become essential in treatment management of metastatic colorectal cancer (mCRC), with the approval of new targeted therapies. We developed novel multiplex drop-off digital PCR (MDO-dPCR) assays, by combining amplitude-/ratio-based multiplexing with drop-off/double drop-off strategies, which allow for detection of at least 69 most frequent hotspot mutations in all four genes with only three reactions. We assessed the analytical performance of the assays using synthetic oligonucleotides, further validated on plasma cfDNA samples from a large cohort of CRC patients and compared with next generation sequencing (NGS) data. The MDO-dPCR assays showed a high sensitivity with a limit of detection (LOD) ranging from 0.084 to 0.182% in mutant allelic frequency (MAF). The screening of plasma cfDNAs from 106 CRC patients identified mutations in 42.45% of them, with a sensitivity of 95.24%, a specificity of 98.53% and an accuracy of 96.98% for mutation detection and a strong correlation of measured MAFs as compared to NGS results. The high sensitivity and comprehensive mutation coverage of the MDO-dPCR assays make them suitable for rapid and cost-effective detection of KRAS, NRAS, BRAF and PIK3CA mutations in the plasma of CRC patients, and could be useful in early response assessment and longitudinal disease monitoring.
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Affiliation(s)
- Qian Yu
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China; Department of Laboratory Medicine, Xiamen Branch, Zhongshan Hospital, Fudan University, Xiamen, China
| | - Huiqin Jiang
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xi Su
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | | | - Xue Liang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
| | - Chunyan Zhang
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China; Department of Laboratory Medicine, Xiamen Branch, Zhongshan Hospital, Fudan University, Xiamen, China
| | - Wu Shang
- Nanjing Pregene Biotechnology, Nanjing, China
| | | | - Hao Chen
- Nanjing Pregene Biotechnology, Nanjing, China
| | - Zhijie Yang
- Nanjing Pregene Biotechnology, Nanjing, China
| | - Minna Shen
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Fei Huang
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xinning Chen
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yihui Yang
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Baishen Pan
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Beili Wang
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Daru Lu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China.
| | - Wei Guo
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China; Department of Laboratory Medicine, Xiamen Branch, Zhongshan Hospital, Fudan University, Xiamen, China.
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Markou AN, Londra D, Stergiopoulou D, Vamvakaris I, Potaris K, Pateras IS, Kotsakis A, Georgoulias V, Lianidou E. Preoperative Mutational Analysis of Circulating Tumor Cells (CTCs) and Plasma-cfDNA Provides Complementary Information for Early Prediction of Relapse: A Pilot Study in Early-Stage Non-Small Cell Lung Cancer. Cancers (Basel) 2023; 15:cancers15061877. [PMID: 36980762 PMCID: PMC10047138 DOI: 10.3390/cancers15061877] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 03/09/2023] [Accepted: 03/19/2023] [Indexed: 03/30/2023] Open
Abstract
PURPOSE We assessed whether preoperativemutational analyses of circulating tumor cells (CTCs) and plasma-cfDNA could be used as minimally invasive biomarkers and as complimentary tools for early prediction of relapse in early-stage non-small -cell lung cancer (NSCLC). EXPERIMENTAL DESIGN Using ddPCR assays, hotspot mutations of BRAF, KRAS, EGFR and PIK3CA were identified in plasma-cfDNA samples and size-based enriched CTCs isolated from the same blood samples of 49 early-stage NSCLC patients before surgery and in a control group of healthy blood donors (n= 22). Direct concordance of the mutational spectrum was further evaluated in 27 patient-matched plasma-cfDNA and CTC-derived DNA in comparison to tissue-derived DNA. RESULTS The prevalence of detectable mutations of the four tested genes was higher in CTC-derived DNA than in the corresponding plasma-cfDNA (38.8% and 24.5%, respectively).The most commonly mutated gene was PIK3CA, in both CTCs and plasma-cfDNA at baseline and at the time of relapse. Direct comparison of the mutation status of selected drug-responsive genes in CTC-derived DNA, corresponding plasma-cfDNA and paired primary FFPE tissues clearly showed the impact of heterogeneity both within a sample type, as well as between different sample components. The incidence of relapse was higher when at least one mutation was detected in CTC-derived DNA or plasma-cfDNA compared with patients in whom no mutation was detected (p =0.023). Univariate analysis showed a significantly higher risk of progression (HR: 2.716; 95% CI, 1.030-7.165; p =0.043) in patients with detectable mutations in plasma-cfDNA compared with patients with undetectable mutations, whereas the hazard ratio was higher when at least one mutation was detected in CTC-derived DNA or plasma-cfDNA (HR: 3.375; 95% CI, 1.098-10.375; p =0.034). CONCLUSIONS Simultaneous mutational analyses of plasma-cfDNA and CTC-derived DNA provided complementary molecular information from the same blood sample and greater diversity in genomic information for cancer treatment and prognosis. The detection of specific mutations in ctDNA and CTCs in patients with early-stage NSCLC before surgery was independently associated with disease recurrence, which represents an important stratification factor for future trials.
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Affiliation(s)
- A N Markou
- Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - D Londra
- Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - D Stergiopoulou
- Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - I Vamvakaris
- Department of Pathology; 'Sotiria' General Hospital for Chest Diseases, 11527 Athens, Greece
| | - K Potaris
- Department of Thoracic Surgery, 'Sotiria' General Hospital for Chest Diseases, 11527 Athens, Greece
| | - I S Pateras
- 2nd Department of Pathology, Medical School, National and Kapodistrian University of Athens, "ATTIKON" General Hospital of Athens, 12452 Athens, Greece
| | - A Kotsakis
- Department of Medical Oncology, University General Hospital of Larissa, 41334 Thessaly, Greece
| | - V Georgoulias
- First Department of Medical Oncology, Metropolitan General Hospital of Athens, 15562 Cholargos, Greece
| | - E Lianidou
- Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
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Xu D, Zhang W, Li H, Li N, Lin JM. Advances in droplet digital polymerase chain reaction on microfluidic chips. LAB ON A CHIP 2023; 23:1258-1278. [PMID: 36752545 DOI: 10.1039/d2lc00814a] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
The PCR technique has been known to the general public since the pandemic outbreak of COVID-19. This technique has progressed through three stages: from simple PCR to real-time fluorescence PCR to digital PCR. Among them, the microfluidic-based droplet digital PCR technique has attracted much attention and has been widely applied due to its advantages of high throughput, high sensitivity, low reagent consumption, low cross-contamination, and absolute quantification ability. In this review, we introduce various designs of microfluidic-based ddPCR developed within the last decade. The microfluidic-based droplet generation methods, thermal cycle strategies, and signal counting approaches are described, and the applications in the fields of single-cell analysis, disease diagnosis, and pathogen detection are introduced. Further, the challenges and prospects of microfluidic-based ddPCR are discussed. We hope that this review can contribute to the further development of the microfluidic-based ddPCR technique.
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Affiliation(s)
- Danfeng Xu
- Key Laboratory of Chemical Metrology and Applications on Nutrition and Health for State Market Regulation, Division of Chemical Metrology and Analytical Science, National Institute of Metrology, Beijing 100029, China.
| | - Weifei Zhang
- Key Laboratory of Chemical Metrology and Applications on Nutrition and Health for State Market Regulation, Division of Chemical Metrology and Analytical Science, National Institute of Metrology, Beijing 100029, China.
| | - Hongmei Li
- Key Laboratory of Chemical Metrology and Applications on Nutrition and Health for State Market Regulation, Division of Chemical Metrology and Analytical Science, National Institute of Metrology, Beijing 100029, China.
| | - Nan Li
- Department of Chemistry, Beijing Key Laboratory of Microanalytical Methods and Instrumentation Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology (Ministry of Education), China.
| | - Jin-Ming Lin
- Department of Chemistry, Beijing Key Laboratory of Microanalytical Methods and Instrumentation Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology (Ministry of Education), China.
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8
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Fan W, Dong Y, Ren W, Liu C. Single microentity analysis-based ultrasensitive bioassays: Recent advances, applications, and perspectives. Trends Analyt Chem 2023. [DOI: 10.1016/j.trac.2023.117035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023]
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9
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Fan W, Ren W, Liu C. Advances in optical counting and imaging of micro/nano single-entity reactors for biomolecular analysis. Anal Bioanal Chem 2023; 415:97-117. [PMID: 36322160 PMCID: PMC9628437 DOI: 10.1007/s00216-022-04395-8] [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: 09/24/2022] [Revised: 10/14/2022] [Accepted: 10/19/2022] [Indexed: 11/07/2022]
Abstract
Ultrasensitive detection of biomarkers is of paramount importance in various fields. Superior to the conventional ensemble measurement-based assays, single-entity assays, especially single-entity detection-based digital assays, not only can reach ultrahigh sensitivity, but also possess the potential to examine the heterogeneities among the individual target molecules within a population. In this review, we summarized the current biomolecular analysis methods that based on optical counting and imaging of the micro/nano-sized single entities that act as the individual reactors (e.g., micro-/nanoparticles, microemulsions, and microwells). We categorize the corresponding techniques as analog and digital single-entity assays and provide detailed information such as the design principles, the analytical performance, and their implementation in biomarker analysis in this work. We have also set critical comments on each technique from these aspects. At last, we reflect on the advantages and limitations of the optical single-entity counting and imaging methods for biomolecular assay and highlight future opportunities in this field.
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Affiliation(s)
- Wenjiao Fan
- Key Laboratory of Applied Surface and Colloid Chemistry, Ministry of Education, Xi’an, 710119 Shaanxi Province People’s Republic of China ,Key Laboratory of Analytical Chemistry for Life Science of Shaanxi Province, Xi’an, 710119 Shaanxi Province People’s Republic of China ,School of Chemistry & Chemical Engineering, Shaanxi Normal University, Xi’an, 710119 Shaanxi Province People’s Republic of China
| | - Wei Ren
- Key Laboratory of Applied Surface and Colloid Chemistry, Ministry of Education, Xi’an, 710119 Shaanxi Province People’s Republic of China ,Key Laboratory of Analytical Chemistry for Life Science of Shaanxi Province, Xi’an, 710119 Shaanxi Province People’s Republic of China ,School of Chemistry & Chemical Engineering, Shaanxi Normal University, Xi’an, 710119 Shaanxi Province People’s Republic of China
| | - Chenghui Liu
- Key Laboratory of Applied Surface and Colloid Chemistry, Ministry of Education, Xi’an, 710119 Shaanxi Province People’s Republic of China ,Key Laboratory of Analytical Chemistry for Life Science of Shaanxi Province, Xi’an, 710119 Shaanxi Province People’s Republic of China ,School of Chemistry & Chemical Engineering, Shaanxi Normal University, Xi’an, 710119 Shaanxi Province People’s Republic of China
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10
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Rapid Multiplex Strip Test for the Detection of Circulating Tumor DNA Mutations for Liquid Biopsy Applications. BIOSENSORS 2022; 12:bios12020097. [PMID: 35200357 PMCID: PMC8869478 DOI: 10.3390/bios12020097] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 01/26/2022] [Accepted: 02/01/2022] [Indexed: 01/16/2023]
Abstract
In the era of personalized medicine, molecular profiling of patient tumors has become the standard practice, especially for patients with advanced disease. Activating point mutations of the KRAS proto-oncogene are clinically relevant for many types of cancer, including colorectal cancer (CRC). While several approaches have been developed for tumor genotyping, liquid biopsy has been gaining much attention in the clinical setting. Analysis of circulating tumor DNA for genetic alterations has been challenging, and many methodologies with both advantages and disadvantages have been developed. We here developed a gold nanoparticle-based rapid strip test that has been applied for the first time for the multiplex detection of KRAS mutations in circulating tumor DNA (ctDNA) of CRC patients. The method involved ctDNA isolation, PCR-amplification of the KRAS gene, multiplex primer extension (PEXT) reaction, and detection with a multiplex strip test. We have optimized the efficiency and specificity of the multiplex strip test in synthetic DNA targets, in colorectal cancer cell lines, in tissue samples, and in blood-derived ctDNA from patients with advanced colorectal cancer. The proposed strip test achieved rapid and easy multiplex detection (normal allele and three major single-point mutations) of the clinically relevant KRAS mutations in ctDNA in blood samples of CRC patients with high specificity and repeatability. This multiplex strip test represents a minimally invasive, rapid, low-cost, and promising diagnostic tool for the detection of clinically relevant mutations in cancer patients.
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11
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Vibert R, Gauthier-Villars M, Carrière C, Dubois d'Enghien C, Cyrta J, Vincent-Salomon A, Stoppa-Lyonnet D, Bièche I, Jeannot E, Golmard L. Highly Sensitive Detection Method of DICER1 Tumor Hotspot Mutations by Drop-off Droplet Digital PCR. Clin Chem 2021; 68:322-331. [PMID: 34928333 DOI: 10.1093/clinchem/hvab248] [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: 07/31/2021] [Accepted: 09/20/2021] [Indexed: 11/14/2022]
Abstract
BACKGROUND DICER1 syndrome is an autosomal dominant inherited syndrome predisposing to various benign and malignant tumors, mainly occurring in children and young adults, requiring broad surveillance starting at birth with repeated irradiating imaging exams and sedations for young patients. It is caused by monoallelic germline pathogenic variants in the DICER1 gene. More than 90% of tumors bear an additional somatic DICER1 missense hotspot mutation, as a second hit, involving 1 of 6 codons clustered in exons 24 and 25. We designed and in vitro validated a drop-off droplet digital PCR (ddPCR) system to scan all DICER1 hotspot codons, allowing for a liquid biopsy test, an alternative to sedation and radiation exposure. METHODS Three drop-off ddPCR assays were designed, with 2 TaqMan probes per assay, 1 complementary to the wild-type sequence of the region containing hotspots and another 1 used as a reference. Eight tumor-derived DNAs and 5 synthetic oligonucleotides bearing DICER1 hotspot mutations were tested. RESULTS All tested mutations were detected, with a limit of detection ranging from 0.07% to 0.31% for codons p. E1705, p. D1709, and p. D1713 in exon 24 and from 0.06% to 0.15% for codons p. G1809, p. D1810, and p. E1813 in exon 25. CONCLUSIONS The high sensitivity of this method is compatible with its use for plasma circulating tumor DNA (ctDNA) analysis for early tumor detection in DICER1 syndrome patients. It may reduce the need for radiation exposure and sedation in surveillance protocols and may also improve patient prognosis. Clinical trials are needed to evaluate ctDNA analysis in these patients.
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Affiliation(s)
- Roseline Vibert
- Service de Génétique, Institut Curie, Paris, France.,Université PSL, Paris, France
| | | | - Christelle Carrière
- Service de Génétique, Institut Curie, Paris, France.,Université PSL, Paris, France
| | | | - Joanna Cyrta
- Université PSL, Paris, France.,Service d'Anatomo-Pathologie, Institut Curie, Paris, France
| | - Anne Vincent-Salomon
- Université PSL, Paris, France.,Service d'Anatomo-Pathologie, Institut Curie, Paris, France
| | - Dominique Stoppa-Lyonnet
- Service de Génétique, Institut Curie, Paris, France.,Université de Paris, Paris, France.,Inserm U830, DNA Repair and Uveal Melanoma Paris, France
| | - Ivan Bièche
- Service de Génétique, Institut Curie, Paris, France.,Université de Paris, Paris, France
| | - Emmanuelle Jeannot
- Service de Génétique, Institut Curie, Paris, France.,Université PSL, Paris, France.,Service d'Anatomo-Pathologie, Institut Curie, Paris, France
| | - Lisa Golmard
- Service de Génétique, Institut Curie, Paris, France.,Université PSL, Paris, France
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12
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Ulivi P, Passardi A, Marisi G, Chiadini E, Molinari C, Canale M, Pasini L, Ferroni F, Frassineti GL, Bartolini G, Monti M. Case Report: The Added Value of Liquid Biopsy in Advanced Colorectal Cancer From Clinical Case Experiences. Front Pharmacol 2021; 12:745701. [PMID: 34858176 PMCID: PMC8631449 DOI: 10.3389/fphar.2021.745701] [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: 07/22/2021] [Accepted: 10/19/2021] [Indexed: 11/13/2022] Open
Abstract
Liquid biopsy represents a valid strategy for tumor molecular characterization. It gives the opportunity to bypass tumor heterogeneity, to monitor tumor characteristics during the course of treatment, and to perform the analysis even when tumor tissue is not available or inadequate. In the clinical practice of metastatic colorectal cancer, tumor molecular characterization is crucial for patient management, as RAS and BRAF status could influence the treatment choice. Although for this type of cancer tumor tissue is usually available at diagnosis, liquid biopsy could give complementary information and could permit monitoring of the mutation status during the course of treatment. At present, there are no clinical indications for its use in clinical practice. However, we report four clinical cases for which liquid biopsy analysis gave integrative information with respect to tumor tissue characterization, which permits us to understand the unresponsiveness of patients to treatment, with potential implications in patient's management.
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Affiliation(s)
- Paola Ulivi
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
| | - Alessandro Passardi
- Medical Oncology Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
| | - Giorgia Marisi
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
| | - Elisa Chiadini
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
| | - Chiara Molinari
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
| | - Matteo Canale
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
| | - Luigi Pasini
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
| | - Fabio Ferroni
- Radiology Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
| | - Giovanni Luca Frassineti
- Medical Oncology Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
| | - Giulia Bartolini
- Medical Oncology Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
| | - Manlio Monti
- Medical Oncology Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
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13
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Sensitive detection of microsatellite instability in tissues and liquid biopsies: Recent developments and updates. Comput Struct Biotechnol J 2021; 19:4931-4940. [PMID: 34527197 PMCID: PMC8433064 DOI: 10.1016/j.csbj.2021.08.037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 08/23/2021] [Accepted: 08/24/2021] [Indexed: 12/16/2022] Open
Abstract
Microsatellite instability (MSI), a phenotype displayed as deletions/insertions of repetitive genomic sequences, has drawn great attention due to its application in cancer including diagnosis, prognosis and immunotherapy response prediction. Several methods have been developed for the detection of MSI, facilitating the MSI classification of cancer patients. In view of recent interest in minimally-invasive detection of MSI via liquid biopsy samples, which requires methods with high sensitivity to identify small fractions of altered DNA in the presence of large amount of wild type copies, sensitive MSI detection approaches are emerging. Here we review the available MSI detection methods and their detection limits and focus on recently developed next-generation-sequencing based approaches and bioinformatics algorithms available for MSI analysis in various cancer types.
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14
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Development of multiplex digital PCR assays for the detection of PIK3CA mutations in the plasma of metastatic breast cancer patients. Sci Rep 2021; 11:17316. [PMID: 34453076 PMCID: PMC8397758 DOI: 10.1038/s41598-021-96644-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 08/10/2021] [Indexed: 11/24/2022] Open
Abstract
With the approval of new therapies targeting the PI3K pathway, the detection of PIK3CA mutations has become a key factor in treatment management for HR+/HER2− metastatic breast cancer (MBC). We developed multiplex digital PCR (dPCR) assays to detect and quantify PIK3CA mutations. A first screening assay allows the detection of 21 mutations, with a drop-off system targeting the 542–546 hotspot mutations combined with the simultaneous detection of N345K, C420R, H1047L and H1047R mutations. In the case of a positive result, a sequential strategy based on other assays that we have developped allows for precise mutation identification. Clinical validity was determined by analyzing plasma circulating free DNA (cfDNA) from 213 HR+/HER2− MBC samples, as well as DNA extracted from 97 available matched tumors from 89 patients. Our assays have shown reliable specificity, accuracy and reproducibility, with limits of blank of three and four droplets for the screening assay. Sixty-eight patients (32%) had at least one PIK3CA mutation detectable in their plasma, and we obtained 83.1% agreement between the cfDNA analysis and the corresponding tumors. The high sensitivity and robustness of these new dPCR assays make them well-suited for rapid and cost-effective detection of PIK3CA mutations in the plasma of MBC patients.
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15
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Cortot AB, Madroszyk A, Giroux-Leprieur E, Molinier O, Quoix E, Bérard H, Otto J, Rault I, Moro-Sibilot D, Raimbourg J, Amour E, Morin F, Hureaux J, Moreau L, Debieuvre D, Morel H, Renault A, Pichon E, Huret B, Charpentier S, Denis MG, Cadranel J. First-Line Afatinib plus Cetuximab for EGFR-Mutant Non-Small Cell Lung Cancer: Results from the Randomized Phase II IFCT-1503 ACE-Lung Study. Clin Cancer Res 2021; 27:4168-4176. [PMID: 34031056 DOI: 10.1158/1078-0432.ccr-20-4604] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 02/12/2021] [Accepted: 05/20/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE Double inhibition of epidermal growth factor receptor (EGFR) using a tyrosine kinase inhibitor plus a monoclonal antibody may be a novel treatment strategy for non-small cell lung cancer (NSCLC). We assessed the efficacy and toxicity of afatinib + cetuximab versus afatinib alone in the first-line treatment of advanced EGFR-mutant NSCLC. PATIENTS AND METHODS In this phase II, randomized, open-label study, patients with stage III/IV EGFR-positive NSCLC were randomly assigned (1:1) to receive afatinib (group A) or afatinib + cetuximab (group A + C). Oral afatinib 40 mg was given once daily; cetuximab 250 mg/m² was administered intravenously on day 15 of cycle 1, then every 2 weeks at 500 mg/m² for 6 months. The primary endpoint was time to treatment failure (TTF) rate at 9 months. Exploratory analysis of EGFR circulating tumor DNA in plasma was performed. RESULTS Between June 2016 and November 2018, 59 patients were included in group A and 58 in group A + C. The study was ended early after a futility analysis was performed. The percentage of patients without treatment failure at 9 months was similar for both groups (59.3% for group A vs. 64.9% for group A + C), and median TTF was 11.1 (95% CI, 8.5-14.1) and 12.9 (9.2-14.5) months, respectively. Other endpoints, including progression-free survival and overall survival, also showed no improvement with the combination versus afatinib alone. There was a slight numerical increase in grade ≥3 adverse events in group A + C. Allele frequency of the EGFR gene mutation in circulating tumor DNA at baseline was associated with shorter PFS, regardless of the treatment received. CONCLUSIONS These results suggest that addition of cetuximab to afatinib does not warrant further investigation in treatment-naïve advanced EGFR-mutant NSCLC.
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Affiliation(s)
- Alexis B Cortot
- Univ. Lille, CHU Lille, Thoracic Oncology Department, CNRS, Inserm, Institut Pasteur de Lille, UMR9020, UMR-S 1277, Canther, Lille, France. .,Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France
| | - Anne Madroszyk
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Institut Paoli-Calmettes, Marseille, France
| | - Etienne Giroux-Leprieur
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Department of Respiratory Diseases and Thoracic Oncology, APHP-AmbroiseParé Hospital and EA 4340 University Versailles-Saint Quentin en Yvelines, Boulogne, France
| | - Olivier Molinier
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Service des Maladies Respiratoires, Centre Hospitalier, Le Mans, France
| | - Elisabeth Quoix
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Department of Pneumology, University Hospital, Strasbourg, France
| | - Henri Bérard
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Service de pneumologie, hôpital d'instruction des armées Sainte-Anne, Toulon, France
| | - Josiane Otto
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Department of Medicine, Centre Antoine Lacassagne, Nice, France
| | - Isabelle Rault
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Service de pneumologie et réanimation respiratoire, CHU Amiens-Picardie, Amiens, France
| | - Denis Moro-Sibilot
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Thoracic Oncology Unit Teaching Hospital A Michallon, INSERM U823, Grenoble, France
| | - Judith Raimbourg
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,ICO René Gauducheau, Saint-Herblain, France
| | - Elodie Amour
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France
| | - Franck Morin
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France
| | - José Hureaux
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Service de pneumologie, pôle Hippocrate, CHU, Angers, France; MINT, UNIV Angers, Inserm 1066, CNRS 6021, université Bretagne Loire, Angers, France
| | - Lionel Moreau
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Service de Pneumologie, Hôpital Louis Pasteur, Hôpitaux Civils de Colmar, Colmar, France
| | - Didier Debieuvre
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,GHRMSA, Mulhouse, France
| | - Hugues Morel
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Department of Pneumology, CHR Orléans, Orléans, France
| | - Aldo Renault
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Department of Pneumology, Hospital, Pau, France
| | - Eric Pichon
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Service de Pneumologie, CHRU Bretonneau, Tours, France
| | - Benjamin Huret
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Department of Pneumology, Private Hospital, Ramsay Generale de Sante, Villeneuve d'Ascq, France
| | - Sandrine Charpentier
- Department of Biochemistry, Centre Hospitalier Universitaire Nantes, Nantes, France
| | - Marc G Denis
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Department of Biochemistry, Centre Hospitalier Universitaire Nantes, Nantes, France
| | - Jacques Cadranel
- Intergroupe Francophone de Cancérologie Thoracique (IFCT), Paris, France.,Service de Pneumologie et d'Oncologie Thoracique, hôpital Tenon, Assistance Publique Hôpitaux de Paris and GRC 04 Theranoscan Sorbonne Université, Paris, France
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16
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Rausch C, Rothenberg-Thurley M, Buerger SA, Tschuri S, Dufour A, Neusser M, Schneider S, Spiekermann K, Metzeler KH, Ziemann F. Double Drop-Off Droplet Digital PCR: A Novel, Versatile Tool for Mutation Screening and Residual Disease Monitoring in Acute Myeloid Leukemia Using Cellular or Cell-Free DNA. J Mol Diagn 2021; 23:975-985. [PMID: 34020042 DOI: 10.1016/j.jmoldx.2021.05.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 04/30/2021] [Accepted: 05/04/2021] [Indexed: 12/17/2022] Open
Abstract
In acute myeloid leukemia (AML), somatic gene mutations are important prognostic markers and increasingly constitute therapeutic targets. Therefore, robust, sensitive, and fast diagnostic assays are needed. Current techniques for mutation screening and quantification, including next-generation sequencing and quantitative PCR, each have weaknesses that leave a need for novel diagnostic tools. We established double drop-off digital droplet PCR (DDO-ddPCR) assays for gene mutations in NPM1, IDH2, and NRAS, which can detect and quantify diverse alterations at two nearby hotspot regions present in these genes. These assays can be used for mutation screening as well as quantification and sequential monitoring. The assays were validated against next-generation sequencing and existing ddPCR assays and achieved high concordance with an overall sensitivity comparable to conventional digital PCR. In addition, the feasibility of detecting and monitoring genetic alterations in peripheral blood cell-free DNA (cfDNA) of patients with AML by DDO-ddPCR was studied. cfDNA analysis was found to have similar sensitivity compared to quantitative PCR-based analysis of peripheral blood. Finally, the cfDNA-based digital PCR in several clinical scenarios was found to be useful in long-term monitoring of target-specific therapy, early response assessment during induction chemotherapy, and identification of mutations in patients with extramedullary disease. Thus, DDO-ddPCR-based cfDNA analysis may complement existing genetic tools for diagnosis and disease monitoring in AML.
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Affiliation(s)
- Christian Rausch
- Laboratory for Leukemia Diagnostics, Department of Hematology and Oncology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Maja Rothenberg-Thurley
- Laboratory for Leukemia Diagnostics, Department of Hematology and Oncology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Simon A Buerger
- Laboratory for Leukemia Diagnostics, Department of Hematology and Oncology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Sebastian Tschuri
- Laboratory for Leukemia Diagnostics, Department of Hematology and Oncology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Annika Dufour
- Laboratory for Leukemia Diagnostics, Department of Hematology and Oncology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Michaela Neusser
- Laboratory for Leukemia Diagnostics, Department of Hematology and Oncology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Institute of Human Genetics, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Stephanie Schneider
- Laboratory for Leukemia Diagnostics, Department of Hematology and Oncology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Institute of Human Genetics, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Karsten Spiekermann
- Laboratory for Leukemia Diagnostics, Department of Hematology and Oncology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Klaus H Metzeler
- Laboratory for Leukemia Diagnostics, Department of Hematology and Oncology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Department of Hematology, Cellular Therapy, and Hemostaseology, University of Leipzig, Leipzig, Germany.
| | - Frank Ziemann
- Laboratory for Leukemia Diagnostics, Department of Hematology and Oncology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
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17
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Cazacu IM, Semaan A, Stephens B, Swartzlander DB, Guerrero PA, Singh BS, Lungulescu CV, Danciulescu MM, Cherciu Harbiyeli IF, Streata I, Popescu C, Saftoiu A, Roy-Chowdhuri S, Maitra A, Bhutani MS. Diagnostic value of digital droplet polymerase chain reaction and digital multiplexed detection of single-nucleotide variants in pancreatic cytology specimens collected by EUS-guided FNA. Gastrointest Endosc 2021; 93:1142-1151.e2. [PMID: 33058885 DOI: 10.1016/j.gie.2020.09.051] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 09/29/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND AIMS EUS-guided FNA is recommended as a first-line procedure for the histopathologic diagnosis of pancreatic cancer. Molecular analysis of EUS-FNA samples might be used as an auxiliary tool to strengthen the diagnosis. The current study aimed to evaluate the diagnostic performances of K-ras testing using droplet digital polymerase chain reaction (ddPCR) and a novel single-nucleotide variant (SNV) assay performed on pancreatic EUS-FNA samples. METHODS EUS-FNA specimens from 31 patients with pancreatic masses (22 pancreatic ductal adenocarcinomas, 7 chronic pancreatitis, and 2 pancreatic neuroendocrine tumors) were included in the study. K-ras testing was initially performed by ddPCR. In addition, mutational status was evaluated using an SNV assay by NanoString technology, using digital enumeration of unique barcoded probes to detect 97 SNVs from 24 genes of clinical significance. RESULTS The overall specificity and sensitivity of cytologic examination were 100% and 63%, respectively. K-ras mutation testing was performed using ddPCR, and the sensitivity increased to 87% with specificity 90%. The SNV assay detected at least 1 variant in 90% of pancreatic ductal adenocarcinoma samples; the test was able to detect 2 K-ras codon 61 mutations in 2 cases of pancreatic ductal adenocarcinoma, which were missed by ddPCR. The overall diagnostic accuracy of the cytologic examination alone was 74%, and it increased to 91% when the results of both molecular tests were considered for the cases with negative and inconclusive results. CONCLUSIONS The current study illustrated that integration of K-ras analysis with cytologic evaluation, especially in inconclusive cases, can enhance the diagnostic accuracy of EUS-FNA for pancreatic lesions.
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Affiliation(s)
- Irina M Cazacu
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas, MD Anderson Cancer Center, Houston, Texas, USA; Research Center of Gastroenterology and Hepatology, Craiova, Romania
| | - Alexander Semaan
- Sheikh Ahmed Pancreatic Cancer Research Center, The University of Texas, MD Anderson Cancer Center, Houston, Texas, USA
| | - Bret Stephens
- Sheikh Ahmed Pancreatic Cancer Research Center, The University of Texas, MD Anderson Cancer Center, Houston, Texas, USA
| | - Daniel B Swartzlander
- Sheikh Ahmed Pancreatic Cancer Research Center, The University of Texas, MD Anderson Cancer Center, Houston, Texas, USA
| | - Paola A Guerrero
- Sheikh Ahmed Pancreatic Cancer Research Center, The University of Texas, MD Anderson Cancer Center, Houston, Texas, USA
| | - Ben S Singh
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas, MD Anderson Cancer Center, Houston, Texas, USA
| | | | | | | | - Ioana Streata
- Research Center of Gastroenterology and Hepatology, Craiova, Romania
| | - Carmen Popescu
- Research Center of Gastroenterology and Hepatology, Craiova, Romania
| | - Adrian Saftoiu
- Research Center of Gastroenterology and Hepatology, Craiova, Romania
| | - Sinchita Roy-Chowdhuri
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Anirban Maitra
- Sheikh Ahmed Pancreatic Cancer Research Center, The University of Texas, MD Anderson Cancer Center, Houston, Texas, USA
| | - Manoop S Bhutani
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas, MD Anderson Cancer Center, Houston, Texas, USA
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18
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Silveira AB, Bidard FC, Kasperek A, Melaabi S, Tanguy ML, Rodrigues M, Bataillon G, Cabel L, Buecher B, Pierga JY, Proudhon C, Stern MH. High-Accuracy Determination of Microsatellite Instability Compatible with Liquid Biopsies. Clin Chem 2020; 66:606-613. [PMID: 32176763 DOI: 10.1093/clinchem/hvaa013] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Accepted: 12/30/2019] [Indexed: 12/19/2022]
Abstract
BACKGROUND Microsatellite instability (MSI) has recently emerged as a predictive pan-tumor biomarker of immunotherapy efficacy, stimulating the development of diagnostic tools compatible with large-scale screening of patients. In this context, noninvasive detection of MSI from circulating tumor DNA stands as a promising diagnostic and posttreatment monitoring tool. METHODS We developed drop-off droplet-digital PCR (ddPCR) assays targeting BAT-26, activin A receptor type 2A (ACVR2A), and defensin beta 105A/B (DEFB105A/B) microsatellite markers. Performances of the assays were measured on reconstitution experiments of various mutant allelic fractions, on 185 tumor samples with known MSI status, and on 72 blood samples collected from 42 patients with advanced colorectal or endometrial cancers before and/or during therapy. RESULTS The 3 ddPCR assays reached analytical sensitivity <0.1% variant allelic frequency and could reliably detect and quantify MSI in both tumor and body fluid samples. High concordance between MSI status determination by the three-marker ddPCR test and the reference pentaplex method were observed (100% for colorectal tumors and 93% for other tumor types). Moreover, the 3 assays showed correlations with r ≥ 0.99 with other circulating tumor DNA markers and their dynamic during treatment correlated well with clinical response. CONCLUSIONS This innovative approach for MSI detection provides a noninvasive, cost-effective, and fast diagnostic tool, well suited for large-scale screening of patients that may benefit from immunotherapy agents, as well as for monitoring treatment responses.
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Affiliation(s)
- Amanda Bortolini Silveira
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, INSERM CIC 1428, Paris, France
| | - François-Clément Bidard
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, INSERM CIC 1428, Paris, France.,Department of Medical Oncology, Institut Curie, Paris, France.,Versailles Saint Quentin en Yvelines University, Paris Saclay University, Saint Cloud, Paris, France
| | - Amélie Kasperek
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, INSERM CIC 1428, Paris, France
| | - Samia Melaabi
- Department of Biopathology, Institut Curie, Paris, France
| | | | - Manuel Rodrigues
- Department of Medical Oncology, Institut Curie, Paris, France.,Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) team, Equipe labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, Paris, France
| | | | - Luc Cabel
- Department of Medical Oncology, Institut Curie, Paris, France.,Versailles Saint Quentin en Yvelines University, Paris Saclay University, Saint Cloud, Paris, France
| | - Bruno Buecher
- Department of Medical Oncology, Institut Curie, Paris, France
| | - Jean-Yves Pierga
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, INSERM CIC 1428, Paris, France.,Department of Medical Oncology, Institut Curie, Paris, France.,Paris University, Paris, France
| | - Charlotte Proudhon
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, INSERM CIC 1428, Paris, France
| | - Marc-Henri Stern
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) team, Equipe labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, Paris, France
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19
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Wang ZY, Wang RX, Ding XQ, Zhang X, Pan XR, Tong JH. A Protocol for Cancer-Related Mutation Detection on Exosomal DNA in Clinical Application. Front Oncol 2020; 10:558106. [PMID: 33042841 PMCID: PMC7518026 DOI: 10.3389/fonc.2020.558106] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 08/18/2020] [Indexed: 01/08/2023] Open
Abstract
Background Recently, some genomic mutations in exosomal DNA have been found to be related to disease progress and clinical outcomes of patients in several cancers. Unfortunately, the methods for exosome isolation and exosomal DNA analysis are still lack of relevant research to ensure their optimal performance and the comparability. Here we aim to establish a protocol for cancer-related mutation detection on exosomal DNA in clinical application. Methods Taking KRAS mutation in pancreatic cancer as an example, we tested whether the types of blood samples, the potential factors in the courses of exosome isolation and exosomal DNA preparation, as well as the detail in mutation detection by droplet digital PCR (ddPCR) could influence the exosomal DNA analysis. Results We found that the concentration of exosomal DNA from serum was higher than that from plasma, whereas the mutant allele fraction (MAF) of KRAS in serum-derived exosomal DNA was obviously lower. The membrane-based method for exosome isolation showed no evident difference in both exosomal DNA yield and KRAS MAF from the classical ultracentrifugation method. DNase I pretreatment on exosomes could remove the wild-type DNA outside of exosomes and increase the KRAS MAF. PBS might interfere with the effect of DNase I and should not be recommended as resuspension buffer for exosomes if the subsequent experiments would be done with exosomal DNA. Besides, the denaturation of exosomal DNA before droplet generation during ddPCR could effectively improve the total KRAS copy number and mutation-positive droplet number. Conclusion This study provides some methodological evidences for the selection of the optimal experimental conditions in exosomal DNA analysis. We also suggest a protocol for mutation detection on exosomal DNA, which might be suitable for the clinical testing and could be helpful to the comparison of results from different laboratories.
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Affiliation(s)
- Zhe-Ying Wang
- Department of Laboratory Medicine and Central Laboratory, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rui-Xian Wang
- Department of Laboratory Medicine and Central Laboratory, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiao-Qing Ding
- Department of Laboratory Medicine and Central Laboratory, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xuan Zhang
- Department of Laboratory Medicine and Central Laboratory, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiao-Rong Pan
- Department of Laboratory Medicine and Central Laboratory, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jian-Hua Tong
- Department of Laboratory Medicine and Central Laboratory, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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20
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Plasma-based early screening and monitoring of EGFR mutations in NSCLC patients by a 3-color digital PCR assay. Br J Cancer 2020; 123:1437-1444. [PMID: 32782293 PMCID: PMC7592053 DOI: 10.1038/s41416-020-1024-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 07/07/2020] [Accepted: 07/22/2020] [Indexed: 12/30/2022] Open
Abstract
Background Noninvasive plasma-based detection of EGFR mutations using digital PCR promises a fast, sensitive and reliable approach to predicting the efficiency of EGFR-TKI. However, the low throughput and high cost of digital PCR restricts its clinical application. Methods We designed a digital PCR assay, which can simultaneously detect 39 mutations of exons 18–21 of the EGFR gene. To assess overall performance, retrospective FFPE tissues from 30 NSCLC patients and plasma from 33 NSCLC patients were collected and analysed. Results The LoD of the EGFR mutations was as low as 0.308 copies/μL, and the linear correlation between the detected and expected values at different concentrations (0.01–10%) was low as well. Compared to ARMS-PCR in FFPE, the accuracy values of the dEGFR39 assay in plasma from 33 patients was 87.88% (29/33, 95% CI 72.67–95.18%). While monitoring the 33 patients, the EGFR mutation load as assessed by dEGFR39 was associated with the objective response to treatment. Thirteen samples from eight patients were identified by dEGFR39 to harbour the T790M mutation over time; of these patients, only nine (69%) were detected using SuperARMS. Conclusion Our results indicate that dEGFR39 assay is reliable, sensitive and cost-efficient. This method is beneficial for profiling EGFR mutations for precision therapy and prognosis after TKI treatment, especially in patients with insufficient tissue biopsy samples.
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21
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Lee J, Kim JH, Kang SH, Yoo HM. Improvement of digital PCR conditions for direct detection of KRAS mutations. J Clin Lab Anal 2020; 34:e23344. [PMID: 32329932 PMCID: PMC7439326 DOI: 10.1002/jcla.23344] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Revised: 03/05/2020] [Accepted: 03/31/2020] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND In standard analytical conditions, an isolation step is essential for circulating tumor DNA (ctDNA) analysis. The necessity of this step becomes unclear with the development of highly sensitive detection methods. The aim of this study was to evaluate ctDNA mimetic nDNA detection as reference materials (RMs) using dPCR technologies either directly from serum or without serum. METHODS To determine an absolute count of both mutation and wild-type bearing DNA molecules, genomic DNA (gDNA) and nucleosomal DNA (nDNA), which are similar in size to cell-free DNA, were evaluated. We tested 3 KRAS mutations in colorectal cancer cell lines. RESULTS We describe the recent progress in RMs. The short DNA fragments, such as sDNA and nDNA, exhibited higher quantitative values of dPCR compared to gDNA. The efficiency between Atlantis dsDNase (AD) and Micrococcal Nuclease (MN) affects DNA quantification. Moreover, there was a significant difference in dPCR output when spiking gDNA or nDNA containing KRAS mutations into FBS compared to the dPCR output under non-FBS conditions. CONCLUSION The matrix effect crucially affects the accuracy of gDNA and nDNA level estimation in the direct detection of mimic of patient samples. The form of reference material we proposed should be optimized for various conditions to develop reference materials that can accurately measure copy number and verify the detection of KRAS mutations in the matrix.
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Affiliation(s)
- Jina Lee
- Center for BioanalysisKorea Research Institute of Standards and Science (KRISS)DaejeonKorea
- College of PharmacyChungnam National UniversityDaejeonKorea
| | - Ji Hyun Kim
- Center for BioanalysisKorea Research Institute of Standards and Science (KRISS)DaejeonKorea
| | - Sun Hyung Kang
- Division of Gastroenterology and HepatologyDepartment of Internal MedicineChungnam National University School of MedicineDaejeonKorea
| | - Hee Min Yoo
- Center for BioanalysisKorea Research Institute of Standards and Science (KRISS)DaejeonKorea
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22
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Expression and function of an Hac1-regulated multi-copy xylanase gene in Saccharomyces cerevisiae. Sci Rep 2020; 10:11686. [PMID: 32669586 PMCID: PMC7363925 DOI: 10.1038/s41598-020-68570-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Accepted: 06/25/2020] [Indexed: 11/28/2022] Open
Abstract
Saccharomyces cerevisiae-based expression systems, which rely on safe, food-grade strains, are low cost, simple to operate, and can be used for large-scale fermentation. However, low levels of foreign protein expression by S. cerevisiae have limited their widespread application. The ability of the endoplasmic reticulum (ER) to fold and process foreign proteins is an important factor restricting the expression of foreign proteins. In the current study, the effects of transcription factor Hac1p, which is involved in the unfolded protein response pathway, on S. cerevisiae-based expression of xylanase gene xynB from Aspergillus niger were examined. Overlap extension polymerase chain reaction (PCR), rDNA integration and droplet digital PCR technology were used to generate a S. cerevisiae strain (S8) containing eight copies of xynB, allowing high-yield secretory expression of xylanase. The effects of subsequent overexpression of HAC1 in strain S8 on the expression of genes associated with protein folding in the ER were then examined using the GeXP system. Results confirmed the constitutive secretory expression of the multiple copies of xynB following rDNA-based integration of the expression cassette, with a maximum xylanase yield of 325 U/mL. However, overexpression of HAC1 further improved xylanase production by strain S8, resulting in a yield of 381 U/mL.
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23
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Tang Y, Zou B, Wang R, Luo N, Qi X, Zhou G, Song Q. Multiplex-invasive reaction-assisted qPCR for quantitatively detecting the abundance of EGFR exon 19 deletions in cfDNA. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2020; 12:3344-3350. [PMID: 32930221 DOI: 10.1039/d0ay00897d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Exon 19 deletions (19-Del) on the epidermal growth factor receptor (EGFR) gene are vital biomarkers for guiding tyrosine kinase inhibitor (TKI) treatment and the diagnosis of non-small cell lung cancer (NSCLC). However, it is difficult for conventional qPCR to quantitatively detect all 19-Del targets of EGFR, especially for cfDNA samples. Herein, a multiplex invasive reaction-assisted qPCR was proposed by employing a multiplex invasive reaction to distinguish 19-Del DNA targets from wild DNA targets and report them with different fluorescence signals in each PCR cycle. As all 19-Del targets have the same amplification efficiency and very similar invasive reaction efficiencies, the 19-Del abundance in a sample could be quantified by using the difference between the Ct values (ΔCt) of the deletion targets and the wild targets without the requirement of a standard calibration curve. Combining the high sensitivity of PCR and the high specificity of the invasive reaction, this method can detect 10 copies of the deletion targets and lower than 0.1% deletion abundance. The results were 100% consistent with ARMS-PCR for the 38 tumor tissues tested and were in good agreement with next-generation sequencing for quantifying the abundance of EGFR 19-Del in 15 cfDNA samples, showing the great potential of the method for liquid biopsies.
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Affiliation(s)
- Yunmei Tang
- Key Laboratory of Drug Quality Control and Pharmacovigilance, Ministry of Education, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
| | - Bingjie Zou
- Department of Clinical Pharmacy, Jinling Hospital, School of Medicine, State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing 210002, China.
| | - Runyuan Wang
- Key Laboratory of Drug Quality Control and Pharmacovigilance, Ministry of Education, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
| | - Nan Luo
- Key Laboratory of Drug Quality Control and Pharmacovigilance, Ministry of Education, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
| | - Xiemin Qi
- Department of Clinical Pharmacy, Jinling Hospital, School of Medicine, State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing 210002, China.
| | - Guohua Zhou
- Department of Clinical Pharmacy, Jinling Hospital, School of Medicine, State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing 210002, China.
- The First School of Clinical Medicine, Southern Medical University, Guangzhou 510515, China
| | - Qinxin Song
- Key Laboratory of Drug Quality Control and Pharmacovigilance, Ministry of Education, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
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24
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Hussung S, Follo M, Klar RF, Michalczyk S, Fritsch K, Nollmann F, Hipp J, Duyster J, Scherer F, von Bubnoff N, Boerries M, Wittel U, Fritsch RM. Development and Clinical Validation of Discriminatory Multitarget Digital Droplet PCR Assays for the Detection of Hot Spot KRAS and NRAS Mutations in Cell-Free DNA. J Mol Diagn 2020; 22:943-956. [DOI: 10.1016/j.jmoldx.2020.04.206] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 03/21/2020] [Accepted: 04/13/2020] [Indexed: 12/22/2022] Open
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25
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Coccaro N, Tota G, Anelli L, Zagaria A, Specchia G, Albano F. Digital PCR: A Reliable Tool for Analyzing and Monitoring Hematologic Malignancies. Int J Mol Sci 2020; 21:ijms21093141. [PMID: 32365599 PMCID: PMC7247671 DOI: 10.3390/ijms21093141] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 04/24/2020] [Accepted: 04/27/2020] [Indexed: 02/06/2023] Open
Abstract
The digital polymerase chain reaction (dPCR) is considered to be the third-generation polymerase chain reaction (PCR), as it yields direct, absolute and precise measures of target sequences. dPCR has proven particularly useful for the accurate detection and quantification of low-abundance nucleic acids, highlighting its advantages in cancer diagnosis and in predicting recurrence and monitoring minimal residual disease, mostly coupled with next generation sequencing. In the last few years, a series of studies have employed dPCR for the analysis of hematologic malignancies. In this review, we will summarize these findings, attempting to focus on the potential future perspectives of the application of this promising technology.
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Affiliation(s)
| | | | | | | | | | - Francesco Albano
- Correspondence: ; Tel.: +39-(0)80-5478031; Fax: +39-(0)80-5508369
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26
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Decreased mitochondrial DNA copy number in children with cerebral palsy quantified by droplet digital PCR. Clin Chim Acta 2020; 503:122-127. [DOI: 10.1016/j.cca.2020.01.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Revised: 01/20/2020] [Accepted: 01/20/2020] [Indexed: 01/10/2023]
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27
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Torres S, González Á, Cunquero Tomas AJ, Calabuig Fariñas S, Ferrero M, Mirda D, Sirera R, Jantus-Lewintre E, Camps C. A profile on cobas® EGFR Mutation Test v2 as companion diagnostic for first-line treatment of patients with non-small cell lung cancer. Expert Rev Mol Diagn 2020; 20:575-582. [PMID: 32011193 DOI: 10.1080/14737159.2020.1724094] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
INTRODUCTION Among non-small cell lung cancer (NSCLC) patients, there is one molecularly defined subgroup harboring activating mutations in the epidermal growth factor receptor gene (EGFR), which results in constitutive activation of its intrinsic kinase activity. Consistent data have demonstrated that these patients have a better outcome when treated with specific tyrosine-kinase inhibitors (EGFR-TKIs). Therefore, analysis of EGFR mutational status for treatment guidance is mandatory in this context. AREAS COVERED Herein we review the clinical development and technical features of cobas® EGFR Mutation Test v2 as a companion diagnostic test (CDx) for therapy with EGFR-TKIs, such as gefitinib, in advanced NSCLC. We also discuss the pros and cons of the current version of the CDx and its performance in both tissue and plasma samples. EXPERT OPINION The RT-PCR based cobas® EGFR Mutation Test v2 is a reliable and rapid solution for EGFR mutational status assessment at the time of diagnosis in advanced NSCLC that allows eligibility of patients for EGFR-TKI treatment. This test determines EGFR mutations with acceptable sensitivity in tissue or plasma samples. Pre-analytical considerations like tumor cell content, tumor burden or location of metastasis should be considered to better interpret results in the clinical contexture.
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Affiliation(s)
- Susana Torres
- Molecular Oncology Laboratory, General University Hospital Research Foundation , Valencia, Spain.,CIBERONC , Madrid, Spain.,Mixed Unit TRIAL CIPF-FIHGUV , Valencia, Spain
| | - Álvaro González
- Molecular Oncology Laboratory, General University Hospital Research Foundation , Valencia, Spain
| | | | - Silvia Calabuig Fariñas
- Molecular Oncology Laboratory, General University Hospital Research Foundation , Valencia, Spain.,CIBERONC , Madrid, Spain.,Mixed Unit TRIAL CIPF-FIHGUV , Valencia, Spain.,Department of Pathology, Universitat de València , Valencia, Spain
| | - Macarena Ferrero
- Molecular Oncology Laboratory, General University Hospital Research Foundation , Valencia, Spain
| | - Danielle Mirda
- George Washington University School of Medicine and Health Sciences , Washington, DC, USA
| | - Rafael Sirera
- CIBERONC , Madrid, Spain.,Mixed Unit TRIAL CIPF-FIHGUV , Valencia, Spain.,Department of Biotechnology, Universitat Politècnica de València , Valencia, Spain
| | - Eloisa Jantus-Lewintre
- Molecular Oncology Laboratory, General University Hospital Research Foundation , Valencia, Spain.,CIBERONC , Madrid, Spain.,Mixed Unit TRIAL CIPF-FIHGUV , Valencia, Spain.,Department of Biotechnology, Universitat Politècnica de València , Valencia, Spain
| | - Carlos Camps
- Molecular Oncology Laboratory, General University Hospital Research Foundation , Valencia, Spain.,CIBERONC , Madrid, Spain.,Mixed Unit TRIAL CIPF-FIHGUV , Valencia, Spain.,Medical Oncology Department, General University Hospital of Valencia , Valencia, Spain.,Department of Medicine, Universitat de València , Valencia, Spain
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28
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Jeannot E, Darrigues L, Michel M, Stern MH, Pierga JY, Rampanou A, Melaabi S, Benoist C, Bièche I, Vincent-Salomon A, El Ayachy R, Noret A, Epaillard N, Cabel L, Bidard FC, Proudhon C. A single droplet digital PCR for ESR1 activating mutations detection in plasma. Oncogene 2020; 39:2987-2995. [PMID: 32042112 DOI: 10.1038/s41388-020-1174-y] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Revised: 01/07/2020] [Accepted: 01/20/2020] [Indexed: 11/09/2022]
Abstract
Activating mutations in the estrogen receptor 1 (ESR1) gene confer resistance to aromatase inhibitors (AI), and may be targeted by selective estrogen receptor downregulators. We designed a multiplex droplet digital PCR (ddPCR), which combines a drop-off assay, targeting the clustered hotspot mutations found in exon 8, with an unconventional assay interrogating the E380Q mutation in exon 5. We assessed its sensitivity in vitro using synthetic oligonucleotides, harboring E380Q, L536R, Y537C, Y537N, Y537S, or D538G mutations. Further validation was performed on plasma samples from a prospective study and compared with next generation sequencing (NGS) data. The multiplex ESR1-ddPCR showed a high sensitivity with a limit of detection ranging from 0.07 to 0.19% in mutant allele frequency. The screening of plasma samples from patients with AI-resistant metastatic breast cancer identified ESR1 mutations in 29% of them, all mutations being confirmed by NGS. In addition, this test identifies patients harboring polyclonal alterations. Furthermore, the monitoring of circulating tumor DNA using this technique during treatment follow-up predicts the clinical benefit of palbociclib-fulvestrant. The multiplex ESR1-ddPCR detects, in a single reaction, the most frequent ESR1 activating mutations with good sensitivity. This method allows real-time liquid biopsy for ESR1 mutation monitoring in large cohorts of patients.
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Affiliation(s)
- Emmanuelle Jeannot
- Circulating tumor biomarkers laboratory, Inserm CIC 1428, Institut Curie, PSL Research University, Paris, France.,Department of Biopathology and Genetics, Institut Curie, PSL Research University, Paris, France
| | - Lauren Darrigues
- Circulating tumor biomarkers laboratory, Inserm CIC 1428, Institut Curie, PSL Research University, Paris, France
| | - Marc Michel
- Circulating tumor biomarkers laboratory, Inserm CIC 1428, Institut Curie, PSL Research University, Paris, France
| | - Marc-Henri Stern
- INSERM U830, Institut Curie, PSL Research University, Paris, France
| | - Jean-Yves Pierga
- Circulating tumor biomarkers laboratory, Inserm CIC 1428, Institut Curie, PSL Research University, Paris, France.,Department of Medical Oncology, Institut Curie, PSL Research University, Paris & Saint Cloud, France.,Université de Paris, Paris, France.,Medical Oncology, Department of the Institut Curie, Paris, France
| | - Aurore Rampanou
- Circulating tumor biomarkers laboratory, Inserm CIC 1428, Institut Curie, PSL Research University, Paris, France
| | - Samia Melaabi
- Department of Biopathology and Genetics, Institut Curie, PSL Research University, Paris, France
| | - Camille Benoist
- Department of Biopathology and Genetics, Institut Curie, PSL Research University, Paris, France
| | - Ivan Bièche
- Department of Biopathology and Genetics, Institut Curie, PSL Research University, Paris, France
| | - Anne Vincent-Salomon
- Department of Biopathology and Genetics, Institut Curie, PSL Research University, Paris, France
| | - Radouane El Ayachy
- Department of Medical Oncology, Institut Curie, PSL Research University, Paris & Saint Cloud, France
| | - Aurélien Noret
- Department of Medical Oncology, Institut Curie, PSL Research University, Paris & Saint Cloud, France
| | - Nicolas Epaillard
- Department of Medical Oncology, Institut Curie, PSL Research University, Paris & Saint Cloud, France
| | - Luc Cabel
- Department of Medical Oncology, Institut Curie, PSL Research University, Paris & Saint Cloud, France.,Versailles Saint Quentin University, Paris Saclay University, Saint Cloud, France
| | - François-Clément Bidard
- Circulating tumor biomarkers laboratory, Inserm CIC 1428, Institut Curie, PSL Research University, Paris, France.,Department of Medical Oncology, Institut Curie, PSL Research University, Paris & Saint Cloud, France.,Versailles Saint Quentin University, Paris Saclay University, Saint Cloud, France
| | - Charlotte Proudhon
- Circulating tumor biomarkers laboratory, Inserm CIC 1428, Institut Curie, PSL Research University, Paris, France.
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29
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Syeda MM, Wiggins JM, Corless B, Spittle C, Karlin-Neumann G, Polsky D. Validation of Circulating Tumor DNA Assays for Detection of Metastatic Melanoma. Methods Mol Biol 2020; 2055:155-180. [PMID: 31502151 DOI: 10.1007/978-1-4939-9773-2_7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The detection of cell-free, circulating tumor DNA (ctDNA) in the blood of patients with solid tumors is often referred to as "liquid biopsy." ctDNA is particularly attractive as a candidate biomarker in the blood. It is relatively stable after blood collection, can be easily purified, and can be quantitatively measured with high sensitivity and specificity using advanced technologies. Current liquid biopsy research has focused on detecting and quantifying ctDNA to (1) diagnose and characterize mutations in a patient's cancer to help select the appropriate treatment; (2) predict clinical outcomes associated with different treatments; and (3) monitor the response and/or progression of a patient's disease. The diagnostic use of liquid biopsies is probably greatest in tumors where the difficulty and/or risk of obtaining a tissue specimen for molecular diagnostics is high (e.g., lung, colon). In metastatic melanoma, however, obtaining a tissue sample for molecular diagnostics is not typically a major obstacle to patient care plans; rather predicting treatment outcomes and monitoring a patient's disease course during therapy are considered the current priorities for this cancer type. In this chapter we describe an approach to the validation of ctDNA detection assays for melanoma, focusing primarily on analytical validation, and provide methods to guide the use of droplet digital PCR assays for measuring ctDNA levels in plasma samples.
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Affiliation(s)
- Mahrukh M Syeda
- The Ronald O. Perelman Department of Dermatology, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York University School of Medicine, New York, NY, USA
| | - Jennifer M Wiggins
- The Ronald O. Perelman Department of Dermatology, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York University School of Medicine, New York, NY, USA
| | - Broderick Corless
- The Ronald O. Perelman Department of Dermatology, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York University School of Medicine, New York, NY, USA
| | | | | | - David Polsky
- The Ronald O. Perelman Department of Dermatology, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York University School of Medicine, New York, NY, USA.
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30
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Wang ZY, Ding XQ, Zhu H, Wang RX, Pan XR, Tong JH. KRAS Mutant Allele Fraction in Circulating Cell-Free DNA Correlates With Clinical Stage in Pancreatic Cancer Patients. Front Oncol 2019; 9:1295. [PMID: 31850201 PMCID: PMC6896365 DOI: 10.3389/fonc.2019.01295] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 11/07/2019] [Indexed: 12/20/2022] Open
Abstract
Background: The research on circulating tumor DNA (ctDNA) in pancreatic cancer (PC) has emerged recently. Although the detection rate of the KRAS mutation in ctDNA was relatively consistent with that in tumor tissue, whether the KRAS mutant allele fraction (MAF) differed was still not reported. So far, the clinical application of ctDNA detection in PC remains inconclusive. Methods: Plasma samples were collected from 110 PC and 52 pancreatic benign (PB) disease patients. The detection of KRAS mutation in ctDNA was performed using droplet digital PCR and compared with that in matched tumor tissue. We assessed the utility of KRAS MAFs in ctDNA and tissue for pancreatic malignancy assessment. Results: We found that KRAS MAF in ctDNA of PC patients was higher than that of PB patients, and was obviously associated with tumor staging and distant metastasis. However, KRAS MAF in ctDNA was significantly different from that in matched tissue. KRAS MAF in tumor tissue had no significant correlation with the clinical status. In addition, a ROC curve analysis revealed that mutant KRAS ctDNA combined with CA19-9 could increase the sensitivity rate of early-stage PC prediction, compared with CA19-9 test alone. Conclusion: The MAF of KRAS in ctDNA was related to the clinical stage of PC (p = 0.001). Mutant KRAS ctDNA could improve the sensitivity in early diagnosis of PC as a complement to CA19-9. Our study suggested that KRAS mutation in ctDNA could be a valuable circulating biomarker for the malignancy assessment in PC.
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Affiliation(s)
- Zhe-Ying Wang
- Faculty of Medical Laboratory Science and Central Laboratory, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiao-Qing Ding
- Faculty of Medical Laboratory Science and Central Laboratory, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hui Zhu
- Faculty of Medical Laboratory Science and Central Laboratory, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rui-Xian Wang
- Faculty of Medical Laboratory Science and Central Laboratory, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiao-Rong Pan
- Faculty of Medical Laboratory Science and Central Laboratory, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jian-Hua Tong
- Faculty of Medical Laboratory Science and Central Laboratory, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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31
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Ding S, Song X, Geng X, Liu L, Ma H, Wang X, Wei L, Xie L, Song X. Saliva-derived cfDNA is applicable for EGFR mutation detection but not for quantitation analysis in non-small cell lung cancer. Thorac Cancer 2019; 10:1973-1983. [PMID: 31441578 PMCID: PMC6775000 DOI: 10.1111/1759-7714.13178] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 08/07/2019] [Accepted: 08/07/2019] [Indexed: 12/21/2022] Open
Abstract
Background Both quantitative and qualitative aspects of plasma cell‐free DNA (plasma cfDNA, pcfDNA) have been well‐studied as potential biomarkers in non‐small cell lung cancer (NSCLC). Accumulating evidence has proven that saliva also has the potential for the detection and analysis of circulating free DNA (saliva cfDNA, scfDNA). Methods In the current study, we aimed to explore the potential application of scfDNA in NSCLC diagnostics and consistency of epidermal growth factor receptor (EGFR) mutation detection in paired pcfDNA and scfDNA using droplet digital PCR (ddPCR) and analyze the relationship between EGFR mutations and clinical treatment response. Results In the quantitative cohort study, scfDNA concentration in NSCLC patients was no different from that in healthy donors, or in benign patients. ScfDNA concentration was significantly lower than pcfDNA concentration, yet they were not statistically significant in relevance (Spearman's rank correlation r = −0.123, P = 0.269). In the qualitative cohort study, the overall concordance rate of EGFR mutations between pcfDNA and scfDNA was 83.78% (31 of 37; k = 0.602; P < 0.001). EGFR mutation detection in paired pcfDNA and scfDNA was significantly correlated with the clinical treatment response (Spearman's rank correlation r = 0.664, P = 0.002). Conclusions Our results demonstrated that saliva might not be the idea material for a cfDNA quantitative test, and scfDNA concentration is not applicable for NSCLC diagnostics. Conversely, scfDNA was capable of acting as the supplement for EGFR mutations due to the coincidence rate of EGFR mutation detection between scfDNA and pcfDNA.
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Affiliation(s)
- Shanshan Ding
- Department of Clinical Laboratory, Shandong Cancer Hospital affiliated to Shandong University, Jinan, China.,Department of Clinical Laboratory, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Xingguo Song
- Shandong Provincial Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Xinran Geng
- Department of Clinical Laboratory, Maternity & Child Care Center of Dezhou, Dezhou, China
| | - Lele Liu
- Department of Clinical Laboratory, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China.,School of Medicine and Life Sciences, University of Jinan, Shandong Academy of Medicine Science, Jinan, China
| | - Hongxin Ma
- Department of Clinical Laboratory, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Xiujuan Wang
- Department of Clinical Laboratory, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Ling Wei
- Shandong Provincial Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Li Xie
- Department of Clinical Laboratory, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Xianrang Song
- Department of Clinical Laboratory, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
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Bidard FC, Kiavue N, Ychou M, Cabel L, Stern MH, Madic J, Saliou A, Rampanou A, Decraene C, Bouché O, Rivoire M, Ghiringhelli F, Francois E, Guimbaud R, Mineur L, Khemissa-Akouz F, Mazard T, Moussata D, Proudhon C, Pierga JY, Stanbury T, Thézenas S, Mariani P. Circulating Tumor Cells and Circulating Tumor DNA Detection in Potentially Resectable Metastatic Colorectal Cancer: A Prospective Ancillary Study to the Unicancer Prodige-14 Trial. Cells 2019; 8:cells8060516. [PMID: 31142037 PMCID: PMC6627974 DOI: 10.3390/cells8060516] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 05/19/2019] [Accepted: 05/20/2019] [Indexed: 01/06/2023] Open
Abstract
The management of patients with colorectal cancer (CRC) and potentially resectable liver metastases (LM) requires quick assessment of mutational status and of response to pre-operative systemic therapy. In a prospective phase II trial (NCT01442935), we investigated the clinical validity of circulating tumor cell (CTC) and circulating tumor DNA (ctDNA) detection. CRC patients with potentially resectable LM were treated with first-line triplet or doublet chemotherapy combined with targeted therapy. CTC (Cellsearch®) and Kirsten RAt Sarcoma (KRAS) ctDNA (droplet digital polymerase chain reaction (PCR)) levels were assessed at inclusion, after 4 weeks of therapy and before LM surgery. 153 patients were enrolled. The proportion of patients with high CTC counts (≥3 CTC/7.5mL) decreased during therapy: 19% (25/132) at baseline, 3% (3/108) at week 4 and 0/57 before surgery. ctDNA detection sensitivity at baseline was 91% (N=42/46) and also decreased during treatment. Interestingly, persistently detectable KRAS ctDNA (p=0.01) at 4 weeks was associated with a lower R0/R1 LM resection rate. Among patients who had a R0/R1 LM resection, those with detectable ctDNA levels before liver surgery had a shorter overall survival (p<0.001). In CRC patients with limited metastatic spread, ctDNA could be used as liquid biopsy tool. Therefore, ctDNA detection could help to select patients eligible for LM resection.
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Affiliation(s)
- François-Clément Bidard
- Department of Medical Oncology, Institut Curie, PSL Research University, 75005 Paris, France.
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
- UVSQ, Paris Saclay University, 92210 Saint Cloud, France.
| | - Nicolas Kiavue
- Department of Medical Oncology, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Marc Ychou
- Department of Digestive Oncology, ICM Regional Cancer Institute of Montpellier, 34298 Montpellier, France.
- Department of Oncology, Montpellier University, 34000 Montpellier, France.
| | - Luc Cabel
- Department of Medical Oncology, Institut Curie, PSL Research University, 75005 Paris, France.
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
- UVSQ, Paris Saclay University, 92210 Saint Cloud, France.
| | - Marc-Henri Stern
- INSERM U830, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Jordan Madic
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Adrien Saliou
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Aurore Rampanou
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Charles Decraene
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
- CNRS UMR144, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Olivier Bouché
- Department of Medical Oncology, Hôpital Robert Debré, Reims University Hospital, 51100 Reims, France.
| | - Michel Rivoire
- Department of Digestive Oncology, Centre Léon Bérard, 69008 Lyon, France.
| | | | - Eric Francois
- Department of Medical Oncology, Centre Antoine Lacassagne, 06189 Nice, France.
| | - Rosine Guimbaud
- Department of Digestive Oncology, CHU de Toulouse, 31059 Toulouse, France.
| | - Laurent Mineur
- Department of Digestive Oncology, Institut Sainte Catherine, 84000 Avignon, France.
| | | | - Thibault Mazard
- Department of Digestive Oncology, ICM Regional Cancer Institute of Montpellier, 34298 Montpellier, France.
| | - Driffa Moussata
- Department of Gastroenterology, CHRU de Tours, 37044 Tours, France.
| | - Charlotte Proudhon
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Jean-Yves Pierga
- Department of Medical Oncology, Institut Curie, PSL Research University, 75005 Paris, France.
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
- Université Paris Descartes, 75270 Paris, France.
| | | | - Simon Thézenas
- Biometrics Unit, ICM Regional Cancer Institute of Montpellier, 34298 Montpellier, France.
| | - Pascale Mariani
- Department of Surgical Oncology, Institut Curie, PSL Research University, 75005 Paris, France.
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An S, Kim MJ, Kim SJ, Sung YN, Kim YW, Song KB, Hwang DW, Kim SC, Hruban RH, Hong SM. Multiple KRAS mutations in the non-mucinous epithelial lining in the majority of mucinous cystic neoplasms of the pancreas. Histopathology 2019; 75:559-567. [PMID: 31077597 DOI: 10.1111/his.13897] [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: 01/07/2019] [Revised: 04/28/2019] [Accepted: 05/11/2019] [Indexed: 12/30/2022]
Abstract
AIMS Mucinous cystic neoplasms (MCNs) of the pancreas are cystic neoplasms lined by mucinous lining epithelium (MLE) with associated ovarian-type stroma. Although a non-MLE (NMLE) can be observed in some MCNs, whether cystic neoplasms with ovarian-type stroma and NMLE should be classified as MCNs or separately designated is debated. METHODS AND RESULTS To test this, NMLEs were defined as flat or cuboidal epithelial cells without intracytoplasmic mucin. A total of 112 MCNs were reviewed, and the epithelium was classified as NMLE or MLE. A total of 110 females and two males with a mean age of 46.5 ± 12.3 years were included in this study. At least focal NMLE was noted in 76.8% (86/112) of MCNs. The mean percentage of the neoplastic epithelium that was NMLE in these 86 cases was 46%. NMLE was predominant (>50%) in 38.4% (43/112) of cases. MCNs with NMLE were smaller (42 ± 21 mm) than those with MLE (60 ± 36 mm, P < 0.001), and all NMLEs had low-grade dysplasia. Twelve MCNs with NMLE or MLE were selected for KRAS mutation analysis with droplet digital polymerase chain reaction after laser capture microdissection. All 12 MCNs showed multiple types of KRAS mutation, which were detected in 92% (11/12) of NMLE foci and 89% (8/9) of MLE foci. Predominant NMLE was common in small MCNs with low-grade dysplasia. CONCLUSIONS Clonal KRAS mutations were observed in both NMLE and MLE, supporting the hypothesis that MCNs with NMLE should be classified as MCNs.
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Affiliation(s)
- Soyeon An
- Department of Pathology, Incheon St Mary's Hospital, College of Medicine, The Catholic University of Korea, Incheon, Seoul, Republic of Korea
| | - Mi-Ju Kim
- Asan Institute for Life Science, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sung Joo Kim
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - You-Na Sung
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Yeon Wook Kim
- Asan Institute for Life Science, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Ki Byung Song
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Dae Wook Hwang
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Song Cheol Kim
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Ralph H Hruban
- Department of Pathology, the Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, MD, USA.,Department of Oncology, the Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Seung-Mo Hong
- Asan Institute for Life Science, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.,Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
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Herbreteau G, Vallée A, Charpentier S, Normanno N, Hofman P, Denis MG. Circulating free tumor DNA in non-small cell lung cancer (NSCLC): clinical application and future perspectives. J Thorac Dis 2019; 11:S113-S126. [PMID: 30775034 DOI: 10.21037/jtd.2018.12.18] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Major advances in the treatment of non-small cell lung cancer (NSCLC) patients have been obtained during the last decade. Molecular testing of tumor samples is therefore mandatory in routine clinical practice. Tumor DNA is also present as cell-free molecules in blood, which is therefore a very useful and convenient source of tumor DNA. In this review, we discuss pre-analytical and analytical aspects of circulating tumor DNA (ctDNA) analysis. We also describe the use of ctDNA analysis in routine clinical practice, and discuss the potential use of ctDNA monitoring both to identify minimal residual disease and as a potential tool to early identify patients' response to treatment.
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Affiliation(s)
- Guillaume Herbreteau
- Department of Biochemistry, Nantes University Hospital, 9 quai Moncousu, F-44093 Nantes Cedex, France
| | - Audrey Vallée
- Department of Biochemistry, Nantes University Hospital, 9 quai Moncousu, F-44093 Nantes Cedex, France
| | - Sandrine Charpentier
- Department of Biochemistry, Nantes University Hospital, 9 quai Moncousu, F-44093 Nantes Cedex, France
| | - Nicola Normanno
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori, IRCCS, "Fondazione G. Pascale", Naples, Italy
| | - Paul Hofman
- Laboratory of Clinical and Experimental Pathology, Inserm U1081/CNRS 7284, Université Côte d'Azur, CHU Nice and FHU OncoAge, and Hospital-Integrated Biobank (BB-0033-00025), Pasteur Hospital, Nice, France
| | - Marc G Denis
- Department of Biochemistry, Nantes University Hospital, 9 quai Moncousu, F-44093 Nantes Cedex, France
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35
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Madic J, Jovelet C, Lopez J, André B, Fatien J, Miran I, Honoré A, Mezquita L, Besse B, Lacroix L, Droniou M. EGFR C797S, EGFR T790M and EGFR sensitizing mutations in non-small cell lung cancer revealed by six-color crystal digital PCR. Oncotarget 2018; 9:37393-37406. [PMID: 30647840 PMCID: PMC6324771 DOI: 10.18632/oncotarget.26446] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Accepted: 11/26/2018] [Indexed: 12/31/2022] Open
Abstract
Background Detection of EGFR sensitizing and p.T790M and p.C797S resistance mutations is particularly important for non-small cell lung cancer (NSCLC) patient therapy management. Non-invasive blood-based monitoring of these mutations may pave the way to a fine-tuned personalized treatment. Digital PCR has emerged as an extremely sensitive method to detect rare mutations, however its major limitation is the number of hotspots that can be simultaneously differentiated. Methods We developed a 6-color digital PCR assay for the detection and quantification of 19 most prevalent EGFR sensitizing and resistance mutations and evaluated this assay on 82 tumor and plasma samples from NSLC patients. Results Limits of detection (LOD) for the 6-color digital PCR assay were assessed on serial dilutions of DNA standards. We found that the 6-color assay enabled detection of mutant fractions as low as 1 mutant in 1025 wild-type molecules, depending on the mutation targeted, when assayed in a background of 10 000 wild-type DNA copies. EGFR mutant allelic fraction was also measured on tumor and plasma samples by 6-color digital PCR, and displayed a highly significant correlation with next generation sequencing and 3-color digital PCR. Lastly, the 6-color digital PCR assay was performed on several longitudinal plasma samples from four patients and revealed levels of sensitizing and resistance EGFR mutations that reflected well the course of the disease. Conclusion This 6-color Crystal digital PCR assay could represent a robust solution using digital PCR for the monitoring of EGFR mutations.
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Affiliation(s)
- Jordan Madic
- Stilla Technologies, 1 Mail du Professeur Georges Mathé, Villejuif, France
| | - Cécile Jovelet
- Plateforme de Génomique, Module de Biopathologie Moléculaire et Centre de Ressources Biologiques, AMMICa, INSERM US23/CNRS UMS3655, Gustave Roussy, Villejuif, France
| | - Julien Lopez
- Stilla Technologies, 1 Mail du Professeur Georges Mathé, Villejuif, France
| | - Barbara André
- Stilla Technologies, 1 Mail du Professeur Georges Mathé, Villejuif, France
| | - Jean Fatien
- Ecole Polytechnique, Route de Saclay, Palaiseau, France
| | - Isabelle Miran
- Plateforme de Génomique, Module de Biopathologie Moléculaire et Centre de Ressources Biologiques, AMMICa, INSERM US23/CNRS UMS3655, Gustave Roussy, Villejuif, France
| | - Aurélie Honoré
- Plateforme de Génomique, Module de Biopathologie Moléculaire et Centre de Ressources Biologiques, AMMICa, INSERM US23/CNRS UMS3655, Gustave Roussy, Villejuif, France
| | - Laura Mezquita
- Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Benjamin Besse
- Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Ludovic Lacroix
- Plateforme de Génomique, Module de Biopathologie Moléculaire et Centre de Ressources Biologiques, AMMICa, INSERM US23/CNRS UMS3655, Gustave Roussy, Villejuif, France.,Département de Biologie et Pathologie Médicales, Institut Gustave Roussy, Villejuif, France
| | - Magali Droniou
- Stilla Technologies, 1 Mail du Professeur Georges Mathé, Villejuif, France
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36
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Liang X, Briaux A, Becette V, Benoist C, Boulai A, Chemlali W, Schnitzler A, Baulande S, Rivera S, Mouret-Reynier MA, Bouvet LV, De La Motte Rouge T, Lemonnier J, Lerebours F, Callens C. Molecular profiling of hormone receptor-positive, HER2-negative breast cancers from patients treated with neoadjuvant endocrine therapy in the CARMINA 02 trial (UCBG-0609). J Hematol Oncol 2018; 11:124. [PMID: 30305115 PMCID: PMC6180434 DOI: 10.1186/s13045-018-0670-9] [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] [Received: 07/26/2018] [Accepted: 09/26/2018] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Postmenopausal women with large, hormone receptor (HR)-positive/HER2-negative and low-proliferative breast cancer derived a benefit from neoadjuvant endocrine therapy (NET) in the CARMINA02 trial. This study was designed to correlate gene expression and mutation profiles with both response to NET and prognosis. METHODS Gene expression profiling using RNA sequencing was performed in 86 pre-NET and post-NET tumor samples. Targeted next-generation sequencing of 91 candidate breast cancer-associated genes was performed on DNA samples from 89 patients. Molecular data were correlated with radiological response and relapse-free survival. RESULTS The transcriptional profile of tumors to NET in responders involved immune-associated genes enriched in activated Th1 pathway, which remained unchanged in non-responders. Immune response was confirmed by analysis of tumor-infiltrating lymphocytes (TILs). The percentage of TILs was significantly increased post-NET compared to pre-NET samples in responders (p = 0.0071), but not in non-responders (p = 0.0938). Gene expression revealed that lipid metabolism was the main molecular function related to prognosis, while PPARγ is the most important upstream regulator gene. The most frequently mutated genes were PIK3CA (48.3%), CDH1 (20.2%), PTEN (15.7%), TP53 (10.1%), LAMA2 (10.1%), BRCA2 (9.0%), MAP3K1 (7.9%), ALK (6.7%), INPP4B (6.7%), NCOR1 (6.7%), and NF1 (5.6%). Cell cycle and apoptosis pathway and PIK3CA/AKT/mTOR pathway were altered significantly more frequently in non-responders than in responders (p = 0.0017 and p = 0.0094, respectively). The average number of mutations per sample was significantly higher in endocrine-resistant tumors (2.88 vs. 1.64, p = 0.03), but no difference was observed in terms of prognosis. ESR1 hotspot mutations were detected in 3.4% of treatment-naive tumors. CONCLUSIONS The Th1-related immune system and lipid metabolism appear to play key roles in the response to endocrine therapy and prognosis in HR-positive/HER2-negative breast cancer. Deleterious somatic mutations in the cell cycle and apoptosis pathway and PIK3CA/AKT/mTOR pathway may be relevant for clinical management. TRIAL REGISTRATION This trial is registered with ClinicalTrials.gov ( NCT00629616 ) on March 6, 2008, retrospectively registered.
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Affiliation(s)
- Xu Liang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Breast Oncology, Peking University Cancer Hospital & Institute, Beijing, China.,Pharmacogenomic Unit, Department of Genetics, Curie Institute, PSL Research University, Paris, France
| | - Adrien Briaux
- Pharmacogenomic Unit, Department of Genetics, Curie Institute, PSL Research University, Paris, France
| | - Véronique Becette
- Department of Biopathology, Curie Institute, René Huguenin Hospital, Saint-Cloud, France
| | - Camille Benoist
- Pharmacogenomic Unit, Department of Genetics, Curie Institute, PSL Research University, Paris, France
| | - Anais Boulai
- Pharmacogenomic Unit, Department of Genetics, Curie Institute, PSL Research University, Paris, France
| | - Walid Chemlali
- Pharmacogenomic Unit, Department of Genetics, Curie Institute, PSL Research University, Paris, France
| | - Anne Schnitzler
- Pharmacogenomic Unit, Department of Genetics, Curie Institute, PSL Research University, Paris, France
| | - Sylvain Baulande
- Institut Curie Genomics of Excellence (ICGex) Platform, Curie Institute, PSL Research University, Paris, France
| | - Sofia Rivera
- Department of Radiotherapy, Gustave Roussy, Villejuif, France
| | | | | | | | | | - Florence Lerebours
- Department of Medical Oncology, Curie Institute, René Huguenin Hospital, Saint-Cloud, France
| | - Céline Callens
- Pharmacogenomic Unit, Department of Genetics, Curie Institute, PSL Research University, Paris, France.
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37
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Castelli J, Cabel L, Bidard FC, Duvergé L, Bachet JB. ADN tumoral circulant : principes, applications actuelles en radiothérapie et développement futur. Cancer Radiother 2018; 22:653-659. [DOI: 10.1016/j.canrad.2018.06.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2018] [Accepted: 06/27/2018] [Indexed: 11/17/2022]
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38
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Decraene C, Bortolini Silveira A, Michel M, Bidard FC, Pierga JY, Stern MH, Proudhon C. Single Droplet Digital Polymerase Chain Reaction for Comprehensive and Simultaneous Detection of Mutations in Hotspot Regions. J Vis Exp 2018. [PMID: 30320738 DOI: 10.3791/58051] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Droplet digital polymerase chain reaction (ddPCR) is a highly sensitive quantitative polymerase chain reaction (PCR) method based on sample fractionation into thousands of nano-sized water-in-oil individual reactions. Recently, ddPCR has become one of the most accurate and sensitive tools for circulating tumor DNA (ctDNA) detection. One of the major limitations of the standard ddPCR technique is the restricted number of mutations that can be screened per reaction, as specific hydrolysis probes recognizing each possible allelic version are required. An alternative methodology, the drop-off ddPCR, increases throughput, since it requires only a single pair of probes to detect and quantify potentially all genetic alterations in the targeted region. Drop-off ddPCR displays comparable sensitivity to conventional ddPCR assays with the advantage of detecting a greater number of mutations in a single reaction. It is cost-effective, conserves precious sample material, and can also be used as a discovery tool when mutations are not known a priori.
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Affiliation(s)
- Charles Decraene
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, PSL Research University; CNRS UMR144, Institut Curie, PSL Research University
| | - Amanda Bortolini Silveira
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, PSL Research University
| | - Marc Michel
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, PSL Research University
| | - François-Clément Bidard
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, PSL Research University; Department of Medical Oncology, Institut Curie, PSL Research University; University Versailles Saint-Quentin-en-Yvelines
| | - Jean-Yves Pierga
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, PSL Research University; Department of Medical Oncology, Institut Curie, PSL Research University; University Paris Descartes
| | - Marc-Henri Stern
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, PSL Research University; Inserm U830, Institut Curie, PSL Research University
| | - Charlotte Proudhon
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, PSL Research University;
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39
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Wang F, Zhu L, Liu B, Zhu X, Wang N, Deng T, Kang D, Pan J, Yang W, Gao H, Guo Y. Noninvasive and Accurate Detection of Hereditary Hearing Loss Mutations with Buccal Swab Based on Droplet Digital PCR. Anal Chem 2018; 90:8919-8926. [PMID: 29987923 DOI: 10.1021/acs.analchem.8b01096] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Hereditary hearing loss is a common clinical neurosensory disorder in humans and has a high demand for genetic screening. Current screening techniques using peripheral blood or dried blood spots (DBSs) are invasive. Therefore, this study aims to develop a noninvasive and accurate detection method for eight hotspot deafness-associated mutations based on buccal swab and droplet digital PCR (ddPCR). First, this method was evaluated for analytic performance including specificity, detection limit, dynamic range using plasmid DNA. The specificity was 100% and the detection limit was 5 copies. The dynamic range of this ddPCR-based method was from 10 to 105 copies/μL. Next, the method was found to accurately quantify mitochondrial gene heteroplasmy rate as low as 1% for both m.1494C > T and m.1555A > G sites. Then, we demonstrated that buccal swab was a reliable sample. DNA can be extracted and accurately quantified after a buccal swab had been stored for 90 days at either room temperature or -20 °C. Finally, clinical samples (23 DBSs and 42 buccal swabs) were tested to further evaluate the accuracy and clinical applicability of this method. All clinical samples were accurately quantified and genotyped. This noninvasive and accurate method is highly promising as a genetic screening method for deafness-associated mutations due to its high sensitivity and accuracy.
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Affiliation(s)
- Fang Wang
- Human Genetic Resource Center , National Research Institute for Health and Family Planning , 12 Da Huisi Raod , Beijing 100081 , People's Republic of China.,Chinese Academy of Medical Sciences , Graduate School of Peking Union Medical College , 9 Dongdan Three Road , Beijing 100730 , People's Republic of China
| | - Lingxiang Zhu
- Human Genetic Resource Center , National Research Institute for Health and Family Planning , 12 Da Huisi Raod , Beijing 100081 , People's Republic of China.,Chinese Academy of Medical Sciences , Graduate School of Peking Union Medical College , 9 Dongdan Three Road , Beijing 100730 , People's Republic of China
| | - Baoxia Liu
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases , Tsinghua University , 30 Shuangqing Road , Beijing 100084 , People's Republic of China
| | - Xiurui Zhu
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases , Tsinghua University , 30 Shuangqing Road , Beijing 100084 , People's Republic of China
| | - Nan Wang
- Human Genetic Resource Center , National Research Institute for Health and Family Planning , 12 Da Huisi Raod , Beijing 100081 , People's Republic of China.,Chinese Academy of Medical Sciences , Graduate School of Peking Union Medical College , 9 Dongdan Three Road , Beijing 100730 , People's Republic of China
| | - Tao Deng
- Beijing CapitalBio Medical Laboratory , 88 Kechuang Six Street , Beijing 101111 , People's Republic of China
| | - Dongyang Kang
- Department of Otorhinolaryngology Head Neck Surgery , Chinese PLA General Hospital , 28 Fuxing Road , Beijing 100853 , P. R. China
| | - Junmin Pan
- Human Genetic Resource Center , National Research Institute for Health and Family Planning , 12 Da Huisi Raod , Beijing 100081 , People's Republic of China.,MOE Key Laboratory of Protein Sciences, School of Life Sciences , Tsinghua University , 30 Shuangqing Road , Beijing 100084 , People's Republic of China
| | - Wenjun Yang
- TargetingOne Corporation , 268 Chengfu Road , Beijing 100190 , People's Republic of China
| | - Huafang Gao
- Human Genetic Resource Center , National Research Institute for Health and Family Planning , 12 Da Huisi Raod , Beijing 100081 , People's Republic of China.,Chinese Academy of Medical Sciences , Graduate School of Peking Union Medical College , 9 Dongdan Three Road , Beijing 100730 , People's Republic of China
| | - Yong Guo
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases , Tsinghua University , 30 Shuangqing Road , Beijing 100084 , People's Republic of China
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