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Busato F, Ursuegui S, Deleuze JF, Tost J. Multiplex digital PCR for the simultaneous quantification of a miRNA panel. Anal Chim Acta 2025; 1335:343440. [PMID: 39643296 DOI: 10.1016/j.aca.2024.343440] [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: 08/28/2024] [Revised: 11/07/2024] [Accepted: 11/18/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND microRNAs (miRNAs) are small non-coding RNAs regulating gene expression. They have attracted significant interest as biomarkers for early diagnosis, prediction and monitoring of treatment response in many diseases. As individual miRNAs often lack the required sensitivity and specificity, miRNA signatures are developed for clinical applications. Digital PCR (dPCR) is a sensitive fluorescent-based quantification method, that can be used to detect the expression of miRNAs in patient samples. Our study presents the first proof-of-concept of a multiplexed dPCR assay for the simultaneous analysis and quantification of multiple miRNAs. RESULTS After reverse transcription (RT) using a pool of miRNA-specific stem-loop primers, dPCR was performed with a universal reverse primer and miRNA-specific forward primers along with fluorescently-labelled hydrolysis probes. Multiple experimental parameters were evaluated and strategies for modulating the observed signals were devised. The optimised assay was applied to the analysis of miRNAs from cell lines and biological samples. Although absolute quantification was lost, due to the reverse transcription step, quantification was linear for the dilution series and results were highly reproducible for independent dPCR and RT reactions. Our results confirmed the high sensitivity of dPCR for patient samples. CONCLUSIONS We demonstrate the feasibility and reliability of multiplexed detection and quantification of miRNAs by dPCR that can be applied in a clinical setting to evaluate miRNA signatures.
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Affiliation(s)
- Florence Busato
- Laboratory for Epigenetics & Environment, Centre National de Recherche en Génomique Humaine, CEA-Institut de Biologie François Jacob, Université Paris-Saclay, Evry, France
| | - Sylvain Ursuegui
- Stilla Technologies, Biopark 1, Mail du Professeur Georges Mathé, 94800, Villejuif, France
| | - Jean-François Deleuze
- Laboratory for Epigenetics & Environment, Centre National de Recherche en Génomique Humaine, CEA-Institut de Biologie François Jacob, Université Paris-Saclay, Evry, France
| | - Jorg Tost
- Laboratory for Epigenetics & Environment, Centre National de Recherche en Génomique Humaine, CEA-Institut de Biologie François Jacob, Université Paris-Saclay, Evry, France.
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2
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Mozioğlu E, Hussels M, Engel S. Determination of limit of detection (LOD) for loop-mediated isothermal amplification (LAMP) of human cytomegalovirus (hCMV) DNA. Diagn Microbiol Infect Dis 2025; 111:116567. [PMID: 39476772 DOI: 10.1016/j.diagmicrobio.2024.116567] [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: 09/06/2024] [Revised: 10/07/2024] [Accepted: 10/17/2024] [Indexed: 11/26/2024]
Abstract
The importance of cytomegalovirus in clinical practice remains and samples are monitored for CMV DNA titers to predict the development of disease. LAMP assays have gained increasing interest in the diagnosis of many pathogens since they do not require thermocycling, reduce the complexity of the required instrumentation as well as providing sensitivity and rapidity. So far, very few studies on CMV detection by LAMP have been reported in the literature and therefore the performance of LAMP CMV assays needs to be further characterized. In a set-up for biometrological evaluation of the suitability of the LAMP assay for CMV diagnosis, a LAMP assay was performed on a total of 192 samples with 24 replicates of 8 different hCMV DNA concentrations. The LOD was calculated as 39.09 copy/reaction (25.33 copy/reaction to 65.84 copy/reaction) with 95 % confidence, representing a range that is suitable for qualitative detection. Furthermore, the lower limit of quantification was estimated at approximately 100 copy/reaction. The LOD and LLOQ values obtained in this first study to assess the biometrological relevance of LAMP CMV tests are consistent when compared to studies published before. However further study under different conditions is needed for the use of LAMP tests in clinical applications.
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Affiliation(s)
- Erkan Mozioğlu
- Department of Medical Biotechnology, Institute of Health Sciences, Acibadem Mehmet Ali Aydinlar University, İstanbul, Türkiye; Bioanalysis Laboratory, National Metrology Institute, The Scientific and Technological Research Council of Türkiye (TÜBİTAK - UME), Kocaeli, Türkiye.
| | - Martin Hussels
- Flow Cytometry and Microscopy Laboratory, Physikalisch-Technische Bundesanstalt (PTB), Berlin, Germany
| | - Susanne Engel
- Flow Cytometry and Microscopy Laboratory, Physikalisch-Technische Bundesanstalt (PTB), Berlin, Germany
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Gleerup D, Trypsteen W, Fraley SI, De Spiegelaere W. Digital PCR in Virology: Current Applications and Future Perspectives. Mol Diagn Ther 2025; 29:43-54. [PMID: 39487879 DOI: 10.1007/s40291-024-00751-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/15/2024] [Indexed: 11/04/2024]
Abstract
Digital PCR (dPCR) has been used in the field of virology since its inception. Technological innovations in microfluidics more than a decade ago caused a sharp increase in its use. There is an emerging consensus that dPCR now outperforms quantitative PCR (qPCR) in the basic parameters such as precision, sensitivity, accuracy, repeatability and resistance to inhibitors. These strengths have led to several current applications in quantification, mutation detection and environmental DNA and RNA samples. In high throughput scenarios, such as the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic, the cost and throughput still significantly hampered the adaption of dPCR. There is much unexplored potential within the multiplexing capabilities of dPCR. This will allow simultaneous multi-target quantification and can also partially alleviate the throughput and cost drawback. In this review, we discuss the strengths and weaknesses of dPCR with a focus on virology applications and we discuss future applications. Finally, we discuss recent evolutions of the technology in the form of real-time dPCR and digital high-resolution melting.
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Affiliation(s)
- David Gleerup
- Laboratory of Veterinary Morphology, Faculty of Veterinary Medicine, Ghent University, Campus Merelbeke, Salisburylaan 133, 9820, Merelbeke, Belgium
- Ghent University Digital PCR Consortium, Ghent University, Ghent, Belgium
| | - Wim Trypsteen
- Ghent University Digital PCR Consortium, Ghent University, Ghent, Belgium
- Department of Internal Medicine and Pediatrics, HIV Cure Research Center, Ghent University and Ghent University Hospital, Ghent, Belgium
| | - Stephanie I Fraley
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
| | - Ward De Spiegelaere
- Laboratory of Veterinary Morphology, Faculty of Veterinary Medicine, Ghent University, Campus Merelbeke, Salisburylaan 133, 9820, Merelbeke, Belgium.
- Ghent University Digital PCR Consortium, Ghent University, Ghent, Belgium.
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Lee SE, Koh UN, Fakhr R, Lim SK. Development of two step reverse transcription droplet digital PCR (RT-ddPCR) for simultaneous identification of saliva and semen. Leg Med (Tokyo) 2024; 71:102536. [PMID: 39490201 DOI: 10.1016/j.legalmed.2024.102536] [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: 08/16/2024] [Revised: 09/28/2024] [Accepted: 10/08/2024] [Indexed: 11/05/2024]
Abstract
Determination of the type of body fluids is essential for crime scene reconstruction and for improving the reliability of expert testimonies. Messenger RNA (mRNA) analysis by reverse transcription quantitative PCR (RT-qPCR) has been used in forensic genetics, particularly for body fluid identification. It is a relative quantification method that compares the Ct values of target and reference gene. Thus, the method is unsuitable for determining exact copy numbers of the target gene. To address this limitation, this study performed body fluid-specific mRNA analysis using two-step reverse transcription droplet digital PCR (RT-ddPCR), which is capable of absolute quantification. We found that RT-ddPCR was accurate and sensitive enough to detect as little as 1.5 copies/μl of complementary DNA (cDNA), making it suitable for application using casework samples. It was also highly specific for body fluids, as non-specific amplification did not occur. In addition, saliva-semen mixtures with ratios ranging from 1:50 to 50:1 were successfully identified. When comparing the results of RT-qPCR and RT-ddPCR, some samples were difficult to interpret because of the high Ct values of RT-qPCR. However, when the same samples were analyzed using RT-ddPCR, saliva and semen were distinctly identified. Thus, RT-ddPCR is useful for mixed samples (e.g., in sexual assault cases) with low amounts of DNA, which often leads to ambiguous results when using RT-qPCR. Other body fluids (e.g., vaginal fluid and menstrual blood) can also be identified by including additional markers. This study demonstrates the potential of RT-ddPCR for applications in forensic science.
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Affiliation(s)
- So Eun Lee
- Department of Forensic Sciences, Sungkyunkwan University, Suwon, Republic of Korea
| | - Un Na Koh
- Department of Forensic Sciences, Sungkyunkwan University, Suwon, Republic of Korea
| | - Rita Fakhr
- Department of Forensic Sciences, Sungkyunkwan University, Suwon, Republic of Korea
| | - Si-Keun Lim
- Department of Forensic Sciences, Sungkyunkwan University, Suwon, Republic of Korea; ID-Cell Forensics Co., Sungkyunkwan University, Suwon, Republic of Korea; Convergence Bio Forensic Institute (CBFI), Biomedical Institute for Convergence at Sungkyunkwan University (BICS), Sungkyunkwan University, Suwon, Republic of Korea.
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Boxman ILA, Molin R, Persson S, Juréus A, Jansen CCC, Sosef NP, Le Guyader SF, Ollivier J, Summa M, Hautaniemi M, Suffredini E, Di Pasquale S, Myrmel M, Khatri M, Jamnikar-Ciglenecki U, Kusar D, Moor D, Butticaz L, Lowther JA, Walker DI, Stapleton T, Simonsson M, Dirks RAM. An international inter-laboratory study to compare digital PCR with ISO standardized qPCR assays for the detection of norovirus GI and GII in oyster tissue. Food Microbiol 2024; 120:104478. [PMID: 38431324 DOI: 10.1016/j.fm.2024.104478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 01/10/2024] [Accepted: 01/10/2024] [Indexed: 03/05/2024]
Abstract
An optimized digital RT-PCR (RT-dPCR) assay for the detection of human norovirus GI and GII RNA was compared with ISO 15216-conform quantitative real-time RT-PCR (RT-qPCR) assays in an interlaboratory study (ILS) among eight laboratories. A duplex GI/GII RT-dPCR assay, based on the ISO 15216-oligonucleotides, was used on a Bio-Rad QX200 platform by six laboratories. Adapted assays for Qiagen Qiacuity or ThermoFisher QuantStudio 3D were used by one laboratory each. The ILS comprised quantification of norovirus RNA in the absence of matrix and in oyster tissue samples. On average, results of the RT-dPCR assays were very similar to those obtained by RT-qPCR assays. The coefficient of variation (CV%) of norovirus GI results was, however, much lower for RT-dPCR than for RT-qPCR in intra-laboratory replicates (eight runs) and between the eight laboratories. The CV% of norovirus GII results was in the same range for both detection formats. Had in-house prepared dsDNA standards been used, the CV% of norovirus GII could have been in favor of the RT-dPCR assay. The ratio between RT-dPCR and RT-qPCR results varied per laboratory, despite using the distributed RT-qPCR dsDNA standards. The study indicates that the RT-dPCR assay is likely to increase uniformity of quantitative results between laboratories.
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Affiliation(s)
- Ingeborg L A Boxman
- Wageningen Food Safety Research (WFSR), Wageningen University and Research, Wageningen, the Netherlands.
| | - Ramia Molin
- European Union Reference Laboratory for Foodborne Viruses, Swedish Food Agency, Uppsala, Sweden.
| | - Sofia Persson
- European Union Reference Laboratory for Foodborne Viruses, Swedish Food Agency, Uppsala, Sweden.
| | - Anna Juréus
- European Union Reference Laboratory for Foodborne Viruses, Swedish Food Agency, Uppsala, Sweden.
| | - Claudia C C Jansen
- Wageningen Food Safety Research (WFSR), Wageningen University and Research, Wageningen, the Netherlands.
| | - Nils P Sosef
- Wageningen Food Safety Research (WFSR), Wageningen University and Research, Wageningen, the Netherlands.
| | - Soizick F Le Guyader
- French Research Institute for Exploitation of the Sea (Ifremer) - Laboratoire de Santé, Environnement et Microbiologie, Nantes, France.
| | - Joanna Ollivier
- French Research Institute for Exploitation of the Sea (Ifremer) - Laboratoire de Santé, Environnement et Microbiologie, Nantes, France.
| | | | | | - Elisabetta Suffredini
- Istituto Superiore di Sanità, Department of Food Safety, Nutrition and Veterinary Public Health, Rome, Italy.
| | - Simona Di Pasquale
- Istituto Superiore di Sanità, Department of Food Safety, Nutrition and Veterinary Public Health, Rome, Italy.
| | - Mette Myrmel
- Norwegian University of Life Sciences (NMBU), Faculty of Veterinary Medicine, Virology Unit, Ås, Norway.
| | - Mamata Khatri
- Norwegian University of Life Sciences (NMBU), Faculty of Veterinary Medicine, Virology Unit, Ås, Norway.
| | - Urska Jamnikar-Ciglenecki
- University of Ljubljana Veterinary Faculty, Institute of Food Safety, Feed and Environment, Ljubljana, Slovenia.
| | - Darja Kusar
- University of Ljubljana Veterinary Faculty, Institute of Microbiology and Parasitology, Ljubljana, Slovenia.
| | - Dominik Moor
- Federal Institute of Metrology METAS, Biological Analysis and References Laboratory, Bern, Switzerland.
| | - Lisa Butticaz
- Federal Institute of Metrology METAS, Biological Analysis and References Laboratory, Bern, Switzerland.
| | - James A Lowther
- Centre for Environment, Fisheries and Aquaculture Science, Weymouth, United Kingdom.
| | - David I Walker
- Centre for Environment, Fisheries and Aquaculture Science, Weymouth, United Kingdom.
| | - Tina Stapleton
- Centre for Environment, Fisheries and Aquaculture Science, Weymouth, United Kingdom.
| | - Magnus Simonsson
- European Union Reference Laboratory for Foodborne Viruses, Swedish Food Agency, Uppsala, Sweden.
| | - René A M Dirks
- Wageningen Food Safety Research (WFSR), Wageningen University and Research, Wageningen, the Netherlands.
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Hunter-Schlichting DN, Vogel RI, Geller MA, Nelson HH. Quantification of low-level human cytomegalovirus and Epstein-Barr virus DNAemia by digital PCR. J Virol Methods 2024; 325:114876. [PMID: 38184072 PMCID: PMC11321275 DOI: 10.1016/j.jviromet.2023.114876] [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: 10/13/2023] [Revised: 12/13/2023] [Accepted: 12/31/2023] [Indexed: 01/08/2024]
Abstract
BACKGROUND Digital PCR (dPCR) can quantify cell-free viral DNA (DNAemia), a biomarker of active viral infection. To accelerate epidemiologic investigation into low-level viral reactivation in chronic disease, we have evaluated the performance of dPCR to detect cytomegalovirus (CMV) and Epstein-Barr virus (EBV) DNAemia across platforms and blood matrices. METHODS The droplet-based (BioRad) dPCR platform performance was compared to chip-based (BioMark), and assay validation followed dMIQE guidelines. CMV and EBV DNA reference materials were spiked into known negative plasma and serum samples. In addition, two independent cohorts of ovarian cancer patients were evaluated for viral DNAemia (n = 65 serum and 79 plasma samples). RESULTS The limit of quantification (LOQ) was at or slightly above 100 copies/mL for both instruments: 105-135 copies/mL for droplet-based detection and 100 copies/mL for chip-based detection. DNAemia in serum had a slightly lower LOQ (105-110 copies/mL) compared to plasma (LOQ; 115-135 copies/mL). The variation (CV) coefficients for each assay and machine were less than 5 %. In patient samples, CVs ranged from 4.5 - 7.4 % and were similar for cell-free DNA derived from serum or plasma. There was good correlation between DNAemia measurements in patient samples across dPCR platforms (r > 0.90 for each assay and matrix). CONCLUSION dPCR can quantify low-level herpes virus DNAemia with CVs below 8 %. Our results indicate that using serum-derived cell-free DNA and droplet-based dPCR is optimal for quantitating low-level viral DNAemia; however, plasma and chip-based approaches are acceptable alternatives and suitable for epidemiologic investigation.
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Affiliation(s)
- DeVon N Hunter-Schlichting
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States; Division of Epidemiology and Clinical Research, University of Minnesota, Minneapolis, MN, United States
| | - Rachel I Vogel
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States; Department of Obstetrics, Gynecology and Women's Health, School of Medicine, University of Minnesota, Minneapolis, MN, United States
| | - Melissa A Geller
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States; Department of Obstetrics, Gynecology and Women's Health, School of Medicine, University of Minnesota, Minneapolis, MN, United States
| | - Heather H Nelson
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States; Division of Epidemiology and Clinical Research, University of Minnesota, Minneapolis, MN, United States.
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Cleveland MH, He HJ, Milavec M, Bae YK, Vallone PM, Huggett JF. Digital PCR for the characterization of reference materials. Mol Aspects Med 2024; 96:101256. [PMID: 38359699 DOI: 10.1016/j.mam.2024.101256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 01/31/2024] [Accepted: 02/07/2024] [Indexed: 02/17/2024]
Abstract
Well-characterized reference materials support harmonization and accuracy when conducting nucleic acid-based tests (such as qPCR); digital PCR (dPCR) can measure the absolute concentration of a specific nucleic acid sequence in a background of non-target sequences, making it ideal for the characterization of nucleic acid-based reference materials. National Metrology Institutes are increasingly using dPCR to characterize and certify their reference materials, as it offers several advantages over indirect methods, such as UV-spectroscopy. While dPCR is gaining widespread adoption, it requires optimization and has certain limitations and considerations that users should be aware of when characterizing reference materials. This review highlights the technical considerations of dPCR, as well as its role when developing and characterizing nucleic acid-based reference materials.
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Affiliation(s)
- Megan H Cleveland
- Material Measurement Laboratory, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, MD, 20899, USA.
| | - Hua-Jun He
- Material Measurement Laboratory, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, MD, 20899, USA
| | - Mojca Milavec
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna Pot 111, 1000, Ljubljana, Slovenia
| | - Young-Kyung Bae
- Korea Research Institute of Standards and Science (KRISS), Daejeon, Republic of Korea
| | - Peter M Vallone
- Material Measurement Laboratory, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, MD, 20899, USA
| | - Jim F Huggett
- National Measurement Laboratory (NML), LGC, Queens Road, Teddington, TW11 0LY, Middlesex, UK; School of Biosciences & Medicine, Faculty of Health & Medical Science, University of Surrey, Guildford, UK
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Bogožalec Košir A, Lužnik D, Tomič V, Milavec M. Evaluation of DNA Extraction Methods for Reliable Quantification of Acinetobacter baumannii, Klebsiella pneumoniae, and Pseudomonas aeruginosa. BIOSENSORS 2023; 13:bios13040463. [PMID: 37185538 PMCID: PMC10136035 DOI: 10.3390/bios13040463] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 03/25/2023] [Accepted: 04/04/2023] [Indexed: 05/17/2023]
Abstract
Detection and quantification of DNA biomarkers relies heavily on the yield and quality of DNA obtained by extraction from different matrices. Although a large number of studies have compared the yields of different extraction methods, the repeatability and intermediate precision of these methods have been largely overlooked. In the present study, five extraction methods were evaluated, using digital PCR, to determine their efficiency in extracting DNA from three different Gram-negative bacteria in sputum samples. The performance of two automated methods (GXT NA and QuickPick genomic DNA extraction kit, using Arrow and KingFisher Duo automated systems, respectively), two manual kit-based methods (QIAamp DNA mini kit; DNeasy UltraClean microbial kit), and one manual non-kit method (CTAB), was assessed. While GXT NA extraction kit and the CTAB method have the highest DNA yield, they did not meet the strict criteria for repeatability, intermediate precision, and measurement uncertainty for all three studied bacteria. However, due to limited clinical samples, a compromise is necessary, and the GXT NA extraction kit was found to be the method of choice. The study also showed that dPCR allowed for accurate determination of extraction method repeatability, which can help standardize molecular diagnostic approaches. Additionally, the determination of absolute copy numbers facilitated the calculation of measurement uncertainty, which was found to be influenced by the DNA extraction method used.
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Affiliation(s)
- Alexandra Bogožalec Košir
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna Pot 111, 1000 Ljubljana, Slovenia
| | - Dane Lužnik
- University Clinic of Respiratory and Allergic Diseases Golnik, Golnik 36, 4204 Golnik, Slovenia
| | - Viktorija Tomič
- University Clinic of Respiratory and Allergic Diseases Golnik, Golnik 36, 4204 Golnik, Slovenia
| | - Mojca Milavec
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna Pot 111, 1000 Ljubljana, Slovenia
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Guo Q, Wang L, Liang X, Zhao M, Huang X, Xu W, Lou J, Qiao L. Comparative analysis of QS3D versus droplet digital PCR for quantitative measures of EGFR T790M mutation from identical plasma. Heliyon 2022; 8:e11339. [PMID: 36387507 PMCID: PMC9647353 DOI: 10.1016/j.heliyon.2022.e11339] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 07/07/2022] [Accepted: 10/25/2022] [Indexed: 11/09/2022] Open
Abstract
Objectives The capacity of QuantStudio™ 3D (QS3D) and droplet digital PCR (dPCR) for the detection of plasma Epidermal Growth Factor Receptor (EGFR) mutations have been widely reported. Few comparative studies on the quantitative test of the identical DNA material, however, are carried out. Here we compared the performance of the two methods in detecting EGFR T790M mutation in cell-free DNA (cfDNA) from the same lung cancer patients. Methods We recruited 72 non-small cell lung cancer (NSCLC) patients who initially respond to tyrosine kinase inhibitor treatment but subsequently developed resistance. Two tubes of 10mL anticoagulant blood were collected and cfDNA was isolated from plasma. Identical cfDNA samples were analyzed for T790M mutation using QS3D and droplet dPCR in parallel. Results T790M mutation was detected in 15 and 21 cfDNA samples by QS3D and droplet digital PCR, respectively. The 6 discordant samples showed low mutation abundance (∼0.1%) and the discrepancy is caused by the stricter threshold settings for QS3D dPCR. The overall agreement between the two methods was 91.7% (66/72). The median allele frequencies for QS3D dPCR and droplet dPCR to detect T790M mutation was 2.01% and 2.62%, respectively. There was no significance in mutation abundance detected by both methods. Both methods are highly correlated with allele frequencies and copy numbers in T790M wild type and mutant, with R2 of 0.98, 0.92 and 0.95, respectively. Conclusion Our study demonstrated that QS3D dPCR are highly consistent with droplet PCR for quantitative determination of EGFR T790M mutation in plasma cfDNA.
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The Viral Load of Human Cytomegalovirus Infection in Children following Hematopoietic Stem Cell Transplant by Chip Digital PCR. CANADIAN JOURNAL OF INFECTIOUS DISEASES AND MEDICAL MICROBIOLOGY 2022; 2022:2786841. [PMID: 36300166 PMCID: PMC9592232 DOI: 10.1155/2022/2786841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 09/16/2022] [Accepted: 10/01/2022] [Indexed: 11/17/2022]
Abstract
Objective To detect viral load in human cytomegalovirus (HCMV) infection children after hematopoietic stem cell transplant (HSCT) by chip digital PCR (cdPCR). Methods The plasmid pUC57-UL83 containing the HCMV-UL83 gene and HCMV AD169 strain were used to evaluate the sensitivity of cdPCR. Either HSV-1, HSV-2, VZV, EBV, HHV-6, or HHV-7 was used to evaluate the specificity of HCMV cdPCR. The cdPCR was compared with quantitative PCR (qPCR) by detecting HCMV infection in 125 children's whole blood samples following HSCT. Results The limit of detection (LOD) of HCMV cdPCR was 103 copies/ml and the qPCR LOD was 297 copies/ml for plasmid pUC57-UL83. The result of HCMV cdPCR was 146 copies/ml for the HCMV AD169 strain, indicating that the sensitivity of cdPCR was higher than that of qPCR. There is no cross-reaction between HCMV cdPCR and other herpes viruses. The incidence of HCMV infection was 30.40% in 125 children following HSCT by cdPCR. The range of the HCMV viral load was from 107 copies/ml to 6600 copies/ml by cdPCR. Conclusions cdPCR is more sensitive than qPCR for detecting HCMV viral load. Furthermore, the cdPCR could be used to detect the viral load of HCMV infection before or after HSCT in children.
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Li YQ, Tan GJ, Zhou YQ. Digital PCR and its applications in noninvasive prenatal testing. Brief Funct Genomics 2022; 21:376-386. [PMID: 35923115 DOI: 10.1093/bfgp/elac024] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 06/30/2022] [Accepted: 07/12/2022] [Indexed: 11/14/2022] Open
Abstract
In the past decade, digital PCR (dPCR), as a new nucleic acid absolute quantification technology, has been widely used in clinical research. dPCR does not rely on the standard curve and has a higher tolerance to inhibitors. Therefore, it is more accurate than quantitative real-time PCR (qPCR) for the absolute quantification of target sequences. In this article, we aim to review the application of dPCR in noninvasive prenatal testing (NIPT). We focused on the progress of dPCR in screening and identifying fetal chromosome aneuploidies and monogenic mutations. We introduced some common strategies for dPCR in NIPT and analyzed the advantages and disadvantages of different methods. In addition, we compared dPCR with qPCR and next-generation sequencing, respectively, and described their superiority and shortcomings in clinical applications. Finally, we envisaged what the future of dPCR might be in NIPT. Although dPCR can provide reproducible results with improved accuracy due to the digital detection system, it is essential to combine the merits of dPCR and other molecular techniques to achieve more effective and accurate prenatal diagnostic strategies.
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Affiliation(s)
- Yue-Qi Li
- Clinical Laboratory & Zhuhai Institute of Medical Genetics, Zhuhai Centre for Maternity and Child Healthcare & Zhuhai Women and Children's Hospital, Zhuhai City, Guangdong Province, China
| | - Gong-Jun Tan
- Clinical Laboratory & Zhuhai Institute of Medical Genetics, Zhuhai Centre for Maternity and Child Healthcare & Zhuhai Women and Children's Hospital, Zhuhai City, Guangdong Province, China
| | - Yu-Qiu Zhou
- Clinical Laboratory & Zhuhai Institute of Medical Genetics, Zhuhai Centre for Maternity and Child Healthcare & Zhuhai Women and Children's Hospital, Zhuhai City, Guangdong Province, China
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Nishii Y, Furuhashi K, Nakamura S, Nishio M, Nakamura Y, Ushiro K, Ito K, Sakaguchi T, Suzuki Y, Fujiwara K, Yasuma T, Kobayashi T, D'Alessandro-Gabazza C, Gabazza EC, Taguchi O, Hataji O. The Potential of Digital Polymerase Chain Reaction for Improving Diagnostic Yield of Nontuberculous Mycobacteria Pulmonary Disease. Infect Drug Resist 2021; 14:5079-5087. [PMID: 34880633 PMCID: PMC8646858 DOI: 10.2147/idr.s338165] [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: 09/07/2021] [Accepted: 10/30/2021] [Indexed: 11/23/2022] Open
Abstract
Introduction Many patients with nontuberculous mycobacteria pulmonary disease are asymptomatic. The disease diagnosis is confirmed in only a small proportion of patients with radiological findings suspicious for nontuberculous mycobacteria pulmonary disease. Thus, many patients remained undiagnosed. Here, we evaluated the diagnostic value of digital polymerase chain reaction (PCR) in nontuberculous mycobacteria pulmonary disease. Methods We prospectively evaluated 123 patients with radiological findings suspicious for nontuberculous mycobacteria pulmonary disease. Digital PCR was performed using bronchial lavage fluid, sputum, saliva, blood, and urine. Results The culture of bronchial washing fluid was positive for nontuberculous mycobacteria in 53 patients and negative in 70. The positive detection rate of nontuberculous mycobacteria by digital PCR in patients with positive culture (n = 53) was as follows: bronchial lavage fluid 100%, sputum 62.9%, saliva 41.5%, blood 7.5%, and urine 3.8%. All patients with two or more positive partitions for nontuberculous mycobacteria in the digital PCR of bronchial lavage fluid showed nontuberculous mycobacteria growth in the bronchial lavage fluid culture. The digital PCR analysis of the bronchial lavage fluid showed a high sensitivity (100%), specificity (85.7%), positive predictive value (84.1%), negative predictive value (100%), and a high concordance rate (91.9%) with the bronchial lavage fluid culture results. In addition, the culture of bronchial lavage fluid was positive for nontuberculous mycobacteria in patients with two or more positive partitions in the digital PCR of sputum and saliva with a combined positive predictive value of 81.1%. Conclusion Digital PCR analysis of nontuberculous mycobacteria in bronchial lavage fluid shows a high concordance rate with the bronchial lavage fluid culture results and a high positive predictive value using both sputum and saliva, suggesting the potential usefulness of dPCR for diagnosis of nontuberculous mycobacteria pulmonary disease in clinical practice.
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Affiliation(s)
- Yoichi Nishii
- Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan
| | - Kazuki Furuhashi
- Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan
| | - Saki Nakamura
- Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan
| | - Miho Nishio
- Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan
| | - Yuki Nakamura
- Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan
| | - Kengo Ushiro
- Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan
| | - Kentaro Ito
- Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan
| | - Tadashi Sakaguchi
- Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan
| | - Yuta Suzuki
- Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan
| | - Kentaro Fujiwara
- Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan
| | - Taro Yasuma
- Department of Immunology, Faculty and Graduate School of Medicine, Mie University, Tsu-city, Mie, Japan
| | - Tetsu Kobayashi
- Department of Pulmonary and Critical Care Medicine, Faculty and Graduate School of Medicine, Mie University, Tsu-city, Mie, Japan
| | | | - Esteban C Gabazza
- Department of Immunology, Faculty and Graduate School of Medicine, Mie University, Tsu-city, Mie, Japan
| | - Osamu Taguchi
- Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan
| | - Osamu Hataji
- Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan
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13
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Milavec M, Cleveland MH, Bae YK, Wielgosz RI, Vonsky M, Huggett JF. Metrological framework to support accurate, reliable, and reproducible nucleic acid measurements. Anal Bioanal Chem 2021; 414:791-806. [PMID: 34738220 PMCID: PMC8568362 DOI: 10.1007/s00216-021-03712-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Revised: 09/05/2021] [Accepted: 10/01/2021] [Indexed: 11/29/2022]
Abstract
Nucleic acid analysis is used in many areas of life sciences such as medicine, food safety, and environmental monitoring. Accurate, reliable measurements of nucleic acids are crucial for maximum impact, yet users are often unaware of the global metrological infrastructure that exists to support these measurements. In this work, we describe international efforts to improve nucleic acid analysis, with a focus on the Nucleic Acid Analysis Working Group (NAWG) of the Consultative Committee for Amount of Substance: Metrology in Chemistry and Biology (CCQM). The NAWG is an international group dedicated to improving the global comparability of nucleic acid measurements; its primary focus is to support the development and maintenance of measurement capabilities and the dissemination of measurement services from its members: the National Metrology Institutes (NMIs) and Designated Institutes (DIs). These NMIs and DIs provide DNA and RNA measurement services developed in response to the needs of their stakeholders. The NAWG members have conducted cutting edge work over the last 20 years, demonstrating the ability to support the reliability, comparability, and traceability of nucleic acid measurement results in a variety of sectors.
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Affiliation(s)
- Mojca Milavec
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna pot 111, 1000, Ljubljana, Slovenia.
| | - Megan H Cleveland
- National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, MD, 20899, USA
| | - Young-Kyung Bae
- Korea Research Institute of Standards and Science (KRISS), Daejeon, Republic of Korea
| | - Robert I Wielgosz
- Bureau International Des Poids Et Mesures (BIPM), Pavillon de Breteuil, 92312, Sèvres Cedex, France
| | - Maxim Vonsky
- D.I. Mendeleev Institute for Metrology, Moskovsky pr., 19, Saint-Petersburg, 190005, Russian Federation
| | - Jim F Huggett
- National Measurement Laboratory (NML), LGC, Queens Road, Teddington, TW11 0LY, Middlesex, UK.,School of Biosciences & Medicine, Faculty of Health & Medical Science, University of Surrey, Guildford, UK
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14
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Milavec M, Pavšič J, Bogožalec Košir A, Jones GM, O'Sullivan DM, Devonshire AS, Van Heuverswyn F, Karczmarczyk M, Neeb J, Plauth A, Corbisier P, Schimmel H, Kummrow A, Neukammer J, Foy CA, Kammel M, Grunert HP, Zeichhardt H, Huggett JF. The performance of human cytomegalovirus digital PCR reference measurement procedure in seven external quality assessment schemes over four years. Methods 2021; 201:65-73. [PMID: 33812016 DOI: 10.1016/j.ymeth.2021.03.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 03/18/2021] [Accepted: 03/22/2021] [Indexed: 11/16/2022] Open
Abstract
A candidate digital PCR (dPCR)-based reference measurement procedure for quantification of human cytomegalovirus (hCMV) was evaluated in 10 viral load comparison schemes (seven external quality assessment (EQA) and three additional training schemes) organized by INSTAND e.V. over four years (between September 2014 and March 2018). Four metrology institutes participated in these schemes using the same extraction method and dPCR measurement procedure for the hCMV specific target sequence of UL54 gene. The calibration independent reference measurement procedure results from the metrology institutes were compared to the results of the clinical diagnostic laboratories applying hCMV qPCR measurement procedures calibrated to reference materials. While the criteria for the acceptable deviation from the target value interval for INSTAND's EQA schemes is from -0.8 log10 to +0.8 log10, the majority of dPCR results were between -0.2 log10 to +0.2 log10. Only 4 out of 45 results exceeded this interval with the maximum deviation of -0.542 log10. In the training schemes containing samples with lower hCMV concentrations, more than half of the results deviated less than ±0.2 log10 from the target value, while more than 95% deviated less than ±0.4 log10 from the target value. Evaluation of intra- and inter-laboratory variation of dPCR results confirmed high reproducibility and trueness of the method. This work demonstrates that dPCR has the potential to act as a calibration independent reference measurement procedure for the value assignment of hCMV calibration and reference materials to support qPCR calibration as well as ultimately for routine hCMV load testing.
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Affiliation(s)
- Mojca Milavec
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna pot 111, 1000 Ljubljana, Slovenia.
| | - Jernej Pavšič
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna pot 111, 1000 Ljubljana, Slovenia
| | - Alexandra Bogožalec Košir
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna pot 111, 1000 Ljubljana, Slovenia
| | - Gerwyn M Jones
- National Measurement Laboratory (NML), LGC, Queens Road, Teddington, Middlesex TW11 0LY, United Kingdom
| | - Denise M O'Sullivan
- National Measurement Laboratory (NML), LGC, Queens Road, Teddington, Middlesex TW11 0LY, United Kingdom
| | - Alison S Devonshire
- National Measurement Laboratory (NML), LGC, Queens Road, Teddington, Middlesex TW11 0LY, United Kingdom
| | | | | | - Jannika Neeb
- Physikalisch Technische Bundesanstalt, Abbestr. 2-12, D-10587 Berlin, Germany
| | - Annabell Plauth
- Physikalisch Technische Bundesanstalt, Abbestr. 2-12, D-10587 Berlin, Germany
| | | | - Heinz Schimmel
- European Commission, Joint Research Centre (JRC), Geel, Belgium
| | - Andreas Kummrow
- Physikalisch Technische Bundesanstalt, Abbestr. 2-12, D-10587 Berlin, Germany
| | - Jörg Neukammer
- Physikalisch Technische Bundesanstalt, Abbestr. 2-12, D-10587 Berlin, Germany
| | - Carole A Foy
- National Measurement Laboratory (NML), LGC, Queens Road, Teddington, Middlesex TW11 0LY, United Kingdom
| | - Martin Kammel
- INSTAND, Gesellschaft zur Foerderung der Qualitaetssicherung in medizinischen Laboratorien e.V., Ubierstr.20, D-40223 Düsseldorf, Germany; IQVD GmbH, Institut fuer Qualitaetssicherung in der Virusdiagnostik, Potsdamer Chaussee 80, D-14129 Berlin, Germany
| | - Hans-Peter Grunert
- GBD Gesellschaft fuer Biotechnologische Diagnostik mbH, Berlin, Potsdamer Chaussee 80, D-14129 Berlin, Germany
| | - Heinz Zeichhardt
- INSTAND, Gesellschaft zur Foerderung der Qualitaetssicherung in medizinischen Laboratorien e.V., Ubierstr.20, D-40223 Düsseldorf, Germany; IQVD GmbH, Institut fuer Qualitaetssicherung in der Virusdiagnostik, Potsdamer Chaussee 80, D-14129 Berlin, Germany; GBD Gesellschaft fuer Biotechnologische Diagnostik mbH, Berlin, Potsdamer Chaussee 80, D-14129 Berlin, Germany
| | - Jim F Huggett
- National Measurement Laboratory (NML), LGC, Queens Road, Teddington, Middlesex TW11 0LY, United Kingdom; School of Biosciences & Medicine, Faculty of Health & Medical Science, University of Surrey, Guildford, United Kingdom
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15
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Huggett JF. The Digital MIQE Guidelines Update: Minimum Information for Publication of Quantitative Digital PCR Experiments for 2020. Clin Chem 2021; 66:1012-1029. [PMID: 32746458 DOI: 10.1093/clinchem/hvaa125] [Citation(s) in RCA: 271] [Impact Index Per Article: 67.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Accepted: 05/18/2020] [Indexed: 12/17/2022]
Abstract
Digital PCR (dPCR) has developed considerably since the publication of the Minimum Information for Publication of Digital PCR Experiments (dMIQE) guidelines in 2013, with advances in instrumentation, software, applications, and our understanding of its technological potential. Yet these developments also have associated challenges; data analysis steps, including threshold setting, can be difficult and preanalytical steps required to purify, concentrate, and modify nucleic acids can lead to measurement error. To assist independent corroboration of conclusions, comprehensive disclosure of all relevant experimental details is required. To support the community and reflect the growing use of dPCR, we present an update to dMIQE, dMIQE2020, including a simplified dMIQE table format to assist researchers in providing key experimental information and understanding of the associated experimental process. Adoption of dMIQE2020 by the scientific community will assist in standardizing experimental protocols, maximize efficient utilization of resources, and further enhance the impact of this powerful technology.
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16
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Falak S, Macdonald R, Busby EJ, O'Sullivan DM, Milavec M, Plauth A, Kammel M, Zeichhardt H, Grunert HP, Kummrow A, Huggett JF. An assessment of the reproducibility of reverse transcription digital PCR quantification of HIV-1. Methods 2021; 201:34-40. [PMID: 33722693 DOI: 10.1016/j.ymeth.2021.03.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 02/28/2021] [Accepted: 03/08/2021] [Indexed: 11/30/2022] Open
Abstract
Viral load monitoring in human immunodeficiency virus type 1 (HIV-1) infection is often performed using reverse transcription quantitative PCR (RT-qPCR) to observe response to treatment and identify the development of resistance. Traceability is achieved using a calibration hierarchy traceable to the International Unit (IU). IU values are determined using consensus agreement derived from estimations by different laboratories. Such a consensus approach is necessary due to the fact that there are currently no reference measurement procedures available that can independently assign a reference value to viral reference materials for molecular in vitro diagnostic tests. Digital PCR (dPCR) is a technique that has the potential to be used for this purpose. In this paper, we investigate the ability of reverse transcriptase dPCR (RT-dPCR) to quantify HIV-1 genomic RNA without calibration. Criteria investigated included the performance of HIV-1 RNA extraction steps, choice of reverse transcription approach and selection of target gene with assays performed in both single and duplex format. We developed a protocol which was subsequently applied by two independent laboratories as part of an external quality assurance (EQA) scheme for HIV-1 genome detection. Our findings suggest that RT-dPCR could be used as reference measurement procedure to aid the value assignment of HIV-1 reference materials to support routine calibration of HIV-1 viral load testing by RT-qPCR.
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Affiliation(s)
- Samreen Falak
- Physikalisch Technische Bundesanstalt, Abbestr. 2-12, 10587 Berlin, Germany.
| | - Rainer Macdonald
- Physikalisch Technische Bundesanstalt, Abbestr. 2-12, 10587 Berlin, Germany
| | - Eloise J Busby
- National Measurement Laboratory, LGC, Queens Road, Teddington, Middlesex TW11 0LY, United Kingdom
| | - Denise M O'Sullivan
- National Measurement Laboratory, LGC, Queens Road, Teddington, Middlesex TW11 0LY, United Kingdom
| | - Mojca Milavec
- Department of Biotechnology and Systems Biology, National Institute of Biology, Ljubljana, Slovenia
| | - Annabell Plauth
- Physikalisch Technische Bundesanstalt, Abbestr. 2-12, 10587 Berlin, Germany
| | - Martin Kammel
- INSTAND, Gesellschaft zur Foerderung der Qualitaetssicherung in medizinischen Laboratorien e.V., Ubierstr.20, D-40223 Düsseldorf, Germany; IQVD GmbH, Institut fuer Qualitaetssicherung in der Virusdiagnostik, Potsdamer Chaussee 80, 14129 Berlin, Germany
| | - Heinz Zeichhardt
- INSTAND, Gesellschaft zur Foerderung der Qualitaetssicherung in medizinischen Laboratorien e.V., Ubierstr.20, D-40223 Düsseldorf, Germany; IQVD GmbH, Institut fuer Qualitaetssicherung in der Virusdiagnostik, Potsdamer Chaussee 80, 14129 Berlin, Germany
| | - Hans-Peter Grunert
- GBD Gesellschaft fuer Biotechnologische Diagnostik mbH, Berlin, Potsdamer Chaussee 80, 14129 Berlin, Germany
| | - Andreas Kummrow
- Physikalisch Technische Bundesanstalt, Abbestr. 2-12, 10587 Berlin, Germany
| | - Jim F Huggett
- National Measurement Laboratory, LGC, Queens Road, Teddington, Middlesex TW11 0LY, United Kingdom; School of Biosciences & Medicine, Faculty of Health & Medical Science, University of Surrey, Guildford GU2 7XH, United Kingdom.
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17
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Zhang W, Bream JH, Leng SX, Margolick JB. Validation of Preamplification to Improve Quantification of Cytomegalovirus DNA Using Droplet Digital Polymerase Chain Reaction. Anal Chem 2021; 93:3710-3716. [PMID: 33596050 PMCID: PMC10074994 DOI: 10.1021/acs.analchem.0c02890] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Subclinical cytomegalovirus (CMV) replication is associated with strong cellular immune response and chronic inflammation, which could contribute to aging-related conditions such as cardiovascular disease and frailty. However, because of very low levels of CMV DNA present in people with chronic CMV infection, it has been difficult to explore the virologic and immunologic mechanisms of chronic low-level CMV infection and a sensitive method to monitor CMV replication is needed. Droplet digital PCR (ddPCR) has been shown to have higher precision and reproducibility than real-time quantitative PCR (qPCR) in quantifying low levels of CMV DNA, but it is not always sensitive enough for this purpose. Through rigorous validation experiments, we demonstrated that sensitivity and precision of quantification of very low levels of CMV DNA by ddPCR can be significantly increased by preamplification of samples with 10-20 cycles of conventional PCR, especially when testing CMV DNA in the presence of cellular DNA. With preamplification, we could reliably quantify down to two copies of CMV DNA, as opposed to five copies without preamplification. Further studies are needed to determine if ddPCR with preamplification can facilitate mechanistic studies of the characteristics and consequences of chronic CMV infection in aging adults.
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Affiliation(s)
- Weiying Zhang
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Jay H. Bream
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Graduate Program in Immunology, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Sean X. Leng
- Division of Geriatric Medicine and Gerontology, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Joseph B. Margolick
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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18
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Zhou H, Liu D, Ma L, Ma T, Xu T, Ren L, Li L, Xu S. A SARS-CoV-2 Reference Standard Quantified by Multiple Digital PCR Platforms for Quality Assessment of Molecular Tests. Anal Chem 2021; 93:715-721. [PMID: 33289545 PMCID: PMC7737535 DOI: 10.1021/acs.analchem.0c03996] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 11/24/2020] [Indexed: 01/03/2023]
Abstract
The outbreak of novel coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has spread worldwide. To meet the urgent and massive demand for the screening and diagnosis of infected individuals, many in vitro diagnostic assays using nucleic acid tests (NATs) have been urgently authorized by regulators worldwide. A reference standard with a well-characterized concentration or titer is of the utmost importance for the study of limit of detection (LoD), which is a crucial feature for a diagnostic assay. Although several reference standards of plasmids or synthetic RNA have already been announced, a reference standard for inactivated virus particles with an accurate concentration is still needed to evaluate the complete procedure. Here, we performed a collaborative study to estimate the NAT-detectable units as a viral genomic equivalent quantity (GEQ) of an inactivated whole-virus SARS-CoV-2 reference standard candidate using digital PCR (dPCR) on multiple commercialized platforms. The median of the quantification results (4.6 × 105 ± 6.5 × 104 GEQ/mL) was treated as the consensus true value of GEQ of virus particles in the reference standard. This reference standard was then used to challenge the LoDs of six officially approved diagnostic assays. Our study demonstrates that an inactivated whole virus quantified by dPCR can serve as a reference standard and provides a unified solution for assay development, quality control, and regulatory surveillance.
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Affiliation(s)
- Haiwei Zhou
- Division II of In Vitro Diagnostics for Infectious
Diseases, Institute for In Vitro Diagnostics Control, National Institutes for
Food and Drug Control, Beijing 100050, China
| | - Donglai Liu
- Division II of In Vitro Diagnostics for Infectious
Diseases, Institute for In Vitro Diagnostics Control, National Institutes for
Food and Drug Control, Beijing 100050, China
| | - Liang Ma
- Department of Biomedical Devices, Bioland
Laboratory (Guangzhou Regenerative Medicine and Health Guangdong
Laboratory), Guangzhou 510320, China
| | - Tingting Ma
- Division II of In Vitro Diagnostics for Infectious
Diseases, Institute for In Vitro Diagnostics Control, National Institutes for
Food and Drug Control, Beijing 100050, China
| | - Tingying Xu
- Division II of In Vitro Diagnostics for Infectious
Diseases, Institute for In Vitro Diagnostics Control, National Institutes for
Food and Drug Control, Beijing 100050, China
| | - Lili Ren
- Institute of Pathogen Biology, Chinese
Academy of Medical Sciences & Peking Union Medical College, Beijing
100730, China
| | - Liang Li
- Biotechnology Research Institute, Chinese
Academy of Agricultural Sciences, Beijing 100081,
China
| | - Sihong Xu
- Division II of In Vitro Diagnostics for Infectious
Diseases, Institute for In Vitro Diagnostics Control, National Institutes for
Food and Drug Control, Beijing 100050, China
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19
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Rocchigiani AM, Tilocca MG, Portanti O, Vodret B, Bechere R, Di Domenico M, Savini G, Lorusso A, Puggioni G. Development of a Digital RT-PCR Method for Absolute Quantification of Bluetongue Virus in Field Samples. Front Vet Sci 2020; 7:170. [PMID: 32373633 PMCID: PMC7186476 DOI: 10.3389/fvets.2020.00170] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Accepted: 03/11/2020] [Indexed: 11/24/2022] Open
Abstract
Bluetongue (BT) is a major Office International des Epizooties (OIE)-listed disease of wild and domestic ruminants caused by several serotypes of Bluetongue virus (BTV), a virus with a segmented dsRNA genome belonging to the family Reoviridae, genus Orbivirus. BTV is transmitted through the bites of Culicoides midges. The aim of this study was to develop a new method for quantification of BTV Seg-10 by droplet digital RT-PCR (RTdd-PCR), using nucleic acids purified from complex matrices such as blood, tissues, and midges, that notoriously contain strong PCR inhibitors. First, RTdd-PCR was optimized by using RNAs purified from serially 10-fold dilutions of a BTV-1 isolate (105.43TCID50/ml up to 10−0.57 TCID50/ml) and from the same dilutions spiked into fresh ovine EDTA-blood and spleen homogenate. The method showed a good degree of linearity (R2 ≥ 0.995). The limit of detection (LoD) and the limit of quantification (LoQ) established were 10−0.67TCID50/ml (0.72 copies/μl) and 100.03TCID50/ml (3.05 copies/μl) of BTV-1, respectively. Second, the newly developed test was compared, using the same set of biological samples, to the quantitative RT-PCR (RT-qPCR) detecting Seg-10 assay widely used for the molecular diagnosis of BTV from field samples. Results showed a difference mean of 0.30 log between the two assays with these samples (p < 0.05). Anyway, the analysis of correlation demonstrated that both assays provided similar measurements with a very close agreement between the systems.
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Affiliation(s)
- Angela M Rocchigiani
- Department of Sanità Animale, Istituto Zooprofilattico Sperimentale Della Sardegna, Sassari, Italy
| | - Maria G Tilocca
- Department of Sanità Animale, Istituto Zooprofilattico Sperimentale Della Sardegna, Sassari, Italy
| | - Ottavio Portanti
- OIE Reference Laboratory for Bluetongue, Istituto Zooprofilattico Sperimentale Abruzzo e Molise, Teramo, Italy
| | - Bruna Vodret
- Department of Sanità Animale, Istituto Zooprofilattico Sperimentale Della Sardegna, Sassari, Italy
| | - Roberto Bechere
- Department of Sanità Animale, Istituto Zooprofilattico Sperimentale Della Sardegna, Sassari, Italy
| | - Marco Di Domenico
- OIE Reference Laboratory for Bluetongue, Istituto Zooprofilattico Sperimentale Abruzzo e Molise, Teramo, Italy
| | - Giovanni Savini
- OIE Reference Laboratory for Bluetongue, Istituto Zooprofilattico Sperimentale Abruzzo e Molise, Teramo, Italy
| | - Alessio Lorusso
- OIE Reference Laboratory for Bluetongue, Istituto Zooprofilattico Sperimentale Abruzzo e Molise, Teramo, Italy
| | - Giantonella Puggioni
- Department of Sanità Animale, Istituto Zooprofilattico Sperimentale Della Sardegna, Sassari, Italy
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20
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Bogožalec Košir A, Cvelbar T, Kammel M, Grunert HP, Zeichhardt H, Milavec M. Digital PCR method for detection and quantification of specific antimicrobial drug-resistance mutations in human cytomegalovirus. J Virol Methods 2020; 281:113864. [PMID: 32380093 DOI: 10.1016/j.jviromet.2020.113864] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 04/06/2020] [Accepted: 04/08/2020] [Indexed: 12/18/2022]
Abstract
Antimicrobial drug resistance is one of the biggest threats to human health worldwide. Timely detection and quantification of infectious agents and their susceptibility to antimicrobial drugs are crucial for efficient management of resistance to antiviral drugs. In clinical settings, viral drug resistance is most often associated with prolonged treatment of chronic infections, and assessed by genotyping methods; e.g., sequencing and PCR. These approaches have limitations: sequencing can be expensive and does not provide quantification; and qPCR quantification is hampered by a lack of reference materials for standard curves. In recent years, digital PCR has been introduced, which provides absolute quantification without the need for reference materials for standard curves. Using digital PCR, we have developed a rapid, sensitive and accurate method for genotyping and quantification of the most prevalent mutations that cause human cytomegalovirus resistance to ganciclovir.
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Affiliation(s)
- Alexandra Bogožalec Košir
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna Pot 111, 1000 Ljubljana, Slovenia
| | - Tašja Cvelbar
- Department of Biology, Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, 1000 Ljubljana, Slovenia
| | - Martin Kammel
- INSTAND, Gesellschaft Zur Förderung Der Qualitätssicherung in Medizinischen Laboratorien e.V. Ubierstr.20, 40223 Düsseldorf, Germany; IQVD GmbH, Institut Für Qualitätssicherung in Der Virusdiagnostik, Potsdamer Chaussee 80, 14129 Berlin, Germany
| | - Hans-Peter Grunert
- GBD Gesellschaft Für Biotechnologische Diagnostik mbH, Potsdamer Chaussee 80, 14129 Berlin, Germany
| | - Heinz Zeichhardt
- INSTAND, Gesellschaft Zur Förderung Der Qualitätssicherung in Medizinischen Laboratorien e.V. Ubierstr.20, 40223 Düsseldorf, Germany; IQVD GmbH, Institut Für Qualitätssicherung in Der Virusdiagnostik, Potsdamer Chaussee 80, 14129 Berlin, Germany; GBD Gesellschaft Für Biotechnologische Diagnostik mbH, Potsdamer Chaussee 80, 14129 Berlin, Germany
| | - Mojca Milavec
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna Pot 111, 1000 Ljubljana, Slovenia.
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Sidstedt M, Rådström P, Hedman J. PCR inhibition in qPCR, dPCR and MPS-mechanisms and solutions. Anal Bioanal Chem 2020; 412:2009-2023. [PMID: 32052066 PMCID: PMC7072044 DOI: 10.1007/s00216-020-02490-2] [Citation(s) in RCA: 154] [Impact Index Per Article: 30.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 01/29/2020] [Accepted: 02/04/2020] [Indexed: 12/24/2022]
Abstract
DNA analysis has seen an incredible development in terms of instrumentation, assays and applications over the last years. Massively parallel sequencing (MPS) and digital PCR are now broadly applied in research and diagnostics, and quantitative PCR is used for more and more practises. All these techniques are based on in vitro DNA polymerization and fluorescence measurements. A major limitation for successful analysis is the various sample-related substances that interfere with the analysis, i.e. PCR inhibitors. PCR inhibition affects library preparation in MPS analysis and skews quantification in qPCR, and some inhibitors have been found to quench the fluorescence of the applied fluorophores. Here, we provide a deeper understanding of mechanisms of specific PCR inhibitors and how these impact specific analytical techniques. This background knowledge is necessary in order to take full advantage of modern DNA analysis techniques, specifically for analysis of samples with low amounts of template and high amounts of background material. The classical solution to handle PCR inhibition is to purify or dilute DNA extracts, which leads to DNA loss. Applying inhibitor-tolerant DNA polymerases, either single enzymes or blends, provides a more straightforward and powerful solution. This review includes mechanisms of specific PCR inhibitors as well as solutions to the inhibition problem in relation to cutting-edge DNA analysis.
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Affiliation(s)
- Maja Sidstedt
- Swedish National Forensic Centre, Swedish Police Authority, 581 94, Linköping, Sweden
| | - Peter Rådström
- Applied Microbiology, Department of Chemistry, Lund University, P.O. Box 124, 221 00, Lund, Sweden
| | - Johannes Hedman
- Swedish National Forensic Centre, Swedish Police Authority, 581 94, Linköping, Sweden.
- Applied Microbiology, Department of Chemistry, Lund University, P.O. Box 124, 221 00, Lund, Sweden.
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22
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Cleveland MH, Anekella B, Brewer M, Chin PJ, Couch H, Delwart E, Huggett J, Jackson S, Martin J, Monpoeho S, Morrison T, Ng SHS, Ussery D, Khan AS. Report of the 2019 NIST-FDA workshop on standards for next generation sequencing detection of viral adventitious agents in biologics and biomanufacturing. Biologicals 2020; 64:76-82. [PMID: 32094072 PMCID: PMC9987593 DOI: 10.1016/j.biologicals.2020.02.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 02/13/2020] [Indexed: 02/06/2023] Open
Abstract
Adventitious virus testing assures product safety by demonstrating the absence of viruses that could be unintentionally introduced during the manufacturing process. The capabilities of next-generation sequencing (NGS) for broad virus detection in biologics have been demonstrated by the detection of known and novel viruses that were previously missed using the recommended routine assays for adventitious agent testing. A meeting was co-organized by the National Institute of Standards and Technology and the U.S. Food and Drug Administration on September 18-19, 2019 in Gaithersburg, Maryland, USA, to facilitate standardization of NGS technologies for applications of adventitious virus testing in biologics. The goal was to assess the currently used standards for virus detection by NGS and their public availability, and to identify additional needs for different types of reference materials and standards (natural and synthetic). The meeting focused on the NGS processes from sample preparation through sequencing but did not thoroughly cover bioinformatics, since this was considered to be the topic of a separate meeting.
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Affiliation(s)
- Megan H Cleveland
- National Institute of Standards and Technology, 100 Bureau Dr, Gaithersburg, MD, 20899, USA
| | - Bharathi Anekella
- LGC-Clinical Diagnostic Business Unit, 910 Clopper Road, Gaithersburg, MD, 20878, USA
| | - Michael Brewer
- Thermo Fisher Scientific, 35 Wiggins Ave, Bedford, MA, 01730, USA
| | - Pei-Ju Chin
- Center for Biologics Research and Evaluation, U.S. Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA
| | - Heather Couch
- American Type Culture Collection, 10801 University Boulevard, Manassas, VA, 20110, USA
| | - Eric Delwart
- Vitalant Research Institute, 270 Masonic Ave, San Francisco, CA, 94118, USA
| | - Jim Huggett
- National Measurement Laboratory at LGC, Queens Road, Teddington, TW11 0LY, UK; School of Biosciences & Medicine, Faculty of Health & Medical Sciences, University of Surrey, Guildford, Surrey, GU2 7XH, UK
| | - Scott Jackson
- National Institute of Standards and Technology, 100 Bureau Dr, Gaithersburg, MD, 20899, USA
| | - Javier Martin
- National Institute for Biological Standards and Control, Blanche Ln, South Mimms, Potters Bar, EN6 3QG, UK
| | - Serge Monpoeho
- Regeneron Pharmaceuticals, 81 Columbia Turnpike, Rensselaer, NY, 12144, USA
| | - Tom Morrison
- AccuGenomics, 1410 Commonwealth Dr. Ste. 105, Wilmington, NC, 28403, USA
| | - Siemon H S Ng
- Analytical Sciences, Sanofi Pasteur, Analytical Research and Development, 1755, Steeles Avenue West, M2R 3T4, Toronto, Ontario, Canada
| | - David Ussery
- Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, 72205, USA
| | - Arifa S Khan
- Center for Biologics Research and Evaluation, U.S. Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA.
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23
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O'Leary B, Hrebien S, Beaney M, Fribbens C, Garcia-Murillas I, Jiang J, Li Y, Huang Bartlett C, André F, Loibl S, Loi S, Cristofanilli M, Turner NC. Comparison of BEAMing and Droplet Digital PCR for Circulating Tumor DNA Analysis. Clin Chem 2019; 65:1405-1413. [PMID: 31551314 DOI: 10.1373/clinchem.2019.305805] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Accepted: 08/19/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND Circulating tumor DNA (ctDNA) assays are increasingly used for clinical decision-making, but it is unknown how well different assays agree. We aimed to assess the agreement in ctDNA mutation calling between BEAMing (beads, emulsion, amplification, and magnetics) and droplet digital PCR (ddPCR), 2 of the most commonly used digital PCR techniques for detecting mutations in ctDNA. METHODS mutations in ctDNA with both BEAMing and ddPCR. Concordance between the 2 approaches was assessed, with exploratory analyses to estimate the importance of sampling effects. RESULTS = 0.019). The majority of discordant calls occurred at allele frequency <1%, predominantly resulting from stochastic sampling effects. CONCLUSIONS This large, clinically relevant comparison showed good agreement between BEAMing and ddPCR, suggesting sufficient reproducibility for clinical use. Much of the observed discordancy may be related to sampling effects, potentially explaining many of the differences in the currently available ctDNA literature.
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Affiliation(s)
- Ben O'Leary
- Breast Cancer Now Research Centre, The Institute of Cancer Research, London, UK.,Breast Unit, Royal Marsden Hospital, London, UK
| | - Sarah Hrebien
- Breast Cancer Now Research Centre, The Institute of Cancer Research, London, UK
| | - Matthew Beaney
- Breast Cancer Now Research Centre, The Institute of Cancer Research, London, UK
| | - Charlotte Fribbens
- Breast Cancer Now Research Centre, The Institute of Cancer Research, London, UK.,Breast Unit, Royal Marsden Hospital, London, UK
| | | | | | | | | | - Fabrice André
- Department of Medical Oncology, Institut Gustave Roussy, Villejuif, France
| | | | - Sherene Loi
- Division of Research and Cancer Medicine, University of Melbourne, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Massimo Cristofanilli
- Robert H. Lurie Comprehensive Cancer Centre, Feinberg School of Medicine, Chicago, IL
| | - Nicholas C Turner
- Breast Cancer Now Research Centre, The Institute of Cancer Research, London, UK; .,Breast Unit, Royal Marsden Hospital, London, UK
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24
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Sreejith KR, Ooi CH, Jin J, Dao DV, Nguyen NT. Digital polymerase chain reaction technology - recent advances and future perspectives. LAB ON A CHIP 2018; 18:3717-3732. [PMID: 30402632 DOI: 10.1039/c8lc00990b] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Digital polymerase chain reaction (dPCR) technology has remained a "hot topic" in the last two decades due to its potential applications in cell biology, genetic engineering, and medical diagnostics. Various advanced techniques have been reported on sample dispersion, thermal cycling and output monitoring of digital PCR. However, a fully automated, low-cost and handheld digital PCR platform has not been reported in the literature. This paper attempts to critically evaluate the recent developments in techniques for sample dispersion, thermal cycling and output evaluation for dPCR. The techniques are discussed in terms of hardware simplicity, portability, cost-effectiveness and suitability for automation. The present paper also discusses the research gaps observed in each step of dPCR and concludes with possible improvements toward portable, low-cost and automatic digital PCR systems.
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Affiliation(s)
- Kamalalayam Rajan Sreejith
- Queensland Micro- and Nanotechnology Centre, Griffith University, 170 Kessels Road, 4111 Queensland, Australia.
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25
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Yang H, Chen Z, Cao X, Li Z, Stavrakis S, Choo J, deMello AJ, Howes PD, He N. A sample-in-digital-answer-out system for rapid detection and quantitation of infectious pathogens in bodily fluids. Anal Bioanal Chem 2018; 410:7019-7030. [PMID: 30155705 DOI: 10.1007/s00216-018-1335-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Revised: 08/02/2018] [Accepted: 08/17/2018] [Indexed: 12/13/2022]
Abstract
A variety of automated sample-in-answer-out systems for in vitro molecular diagnostics have been presented and even commercialized. Although efficient in operation, they are incapable of quantifying targets, since quantitation based on analog analytical methods (via standard curve analysis) is complex, expensive, and challenging. To address this issue, herein, we describe an integrated sample-in-digital-answer-out (SIDAO) diagnostic system incorporating DNA extraction and digital recombinase polymerase amplification, which enables rapid and quantitative nucleic acid analysis from bodily fluids within a disposable cartridge. Inside the cartridge, reagents are pre-stored in sterilized tubes, with an automated pipetting module allowing facile liquid transfer. For digital analysis, we fabricate a simple, single-layer polydimethylsiloxane microfluidic device and develop a novel and simple sample compartmentalization strategy. Sample solution is partitioned into an array of 40,044 fL-volume microwells by sealing the microfluidic device through the application of mechanical pressure. The entire analysis is performed in a portable, fully automated instrument. We evaluate the quantitative capabilities of the system by analyzing Mycobacterium tuberculosis genomic DNA from both spiked saliva and serum samples, and demonstrate excellent analytical accuracy and specificity. This SIDAO system provides a promising diagnostic platform for quantitative nucleic acid testing at the point-of-care. Graphical abstract ᅟ.
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Affiliation(s)
- Haowen Yang
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 1, 8093, Zürich, Switzerland.,Department of Biosystems Science and Engineering, ETH Zürich, 4058, Basel, Switzerland
| | - Zhu Chen
- Economical Forest Cultivation and Utilization of 2011 Collaborative Innovation Center in Hunan Province, Hunan Key Laboratory of Biomedical Nanomaterials and Devices, Hunan University of Technology, Zhuzhou, 412007, Hunan, China.,State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, China
| | - Xiaobao Cao
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 1, 8093, Zürich, Switzerland
| | - Zhiyang Li
- Department of Clinical Laboratory, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, 210008, Jiangsu, China
| | - Stavros Stavrakis
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 1, 8093, Zürich, Switzerland
| | - Jaebum Choo
- Department of Bionano Technology, Hanyang University, Sa-1-dong 1271, Ansan, 15588, South Korea
| | - Andrew J deMello
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 1, 8093, Zürich, Switzerland.
| | - Philip D Howes
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 1, 8093, Zürich, Switzerland
| | - Nongyue He
- Economical Forest Cultivation and Utilization of 2011 Collaborative Innovation Center in Hunan Province, Hunan Key Laboratory of Biomedical Nanomaterials and Devices, Hunan University of Technology, Zhuzhou, 412007, Hunan, China. .,State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, China.
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26
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Demeke T, Dobnik D. Critical assessment of digital PCR for the detection and quantification of genetically modified organisms. Anal Bioanal Chem 2018; 410:4039-4050. [PMID: 29574561 PMCID: PMC6010488 DOI: 10.1007/s00216-018-1010-1] [Citation(s) in RCA: 83] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 03/06/2018] [Accepted: 03/08/2018] [Indexed: 12/21/2022]
Abstract
The number of genetically modified organisms (GMOs) on the market is steadily increasing. Because of regulation of cultivation and trade of GMOs in several countries, there is pressure for their accurate detection and quantification. Today, DNA-based approaches are more popular for this purpose than protein-based methods, and real-time quantitative PCR (qPCR) is still the gold standard in GMO analytics. However, digital PCR (dPCR) offers several advantages over qPCR, making this new technique appealing also for GMO analysis. This critical review focuses on the use of dPCR for the purpose of GMO quantification and addresses parameters which are important for achieving accurate and reliable results, such as the quality and purity of DNA and reaction optimization. Three critical factors are explored and discussed in more depth: correct classification of partitions as positive, correctly determined partition volume, and dilution factor. This review could serve as a guide for all laboratories implementing dPCR. Most of the parameters discussed are applicable to fields other than purely GMO testing. Graphical abstract There are generally three different options for absolute quantification of genetically modified organisms (GMOs) using digital PCR: droplet- or chamber-based and droplets in chambers. All have in common the distribution of reaction mixture into several partitions, which are all subjected to PCR and scored at the end-point as positive or negative. Based on these results GMO content can be calculated.
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Affiliation(s)
- Tigst Demeke
- Canadian Grain Commission, Grain Research Laboratory, 1404-303 Main Street, Winnipeg, MB, R3C3G8, Canada
| | - David Dobnik
- Department of Biotechnology and Systems Biology, National Institute of Biology, Večna pot 111, 1000, Ljubljana, Slovenia.
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27
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Powell EA, Babady NE. Digital PCR in the Clinical Microbiology Laboratory: Another Tool on the Molecular Horizon. ACTA ACUST UNITED AC 2018. [DOI: 10.1016/j.clinmicnews.2018.01.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
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