dPCR: A Technology Review

Digital Polymerase Chain Reaction (dPCR) is a novel method for the absolute quantification of target nucleic acids. Quantification by dPCR hinges on the fact that the random distribution of molecules in many partitions follows a Poisson distribution. Each partition acts as an individual PCR microreactor and partitions containing amplified target sequences are detected by fluorescence. The proportion of PCR-positive partitions suffices to determine the concentration of the target sequence without a need for calibration. Advances in microfluidics enabled the current revolution of digital quantification by providing efficient partitioning methods. In this review, we compare the fundamental concepts behind the quantification of nucleic acids by dPCR and quantitative real-time PCR (qPCR). We detail the underlying statistics of dPCR and explain how it defines its precision and performance metrics. We review the different microfluidic digital PCR formats, present their underlying physical principles, and analyze the technological evolution of dPCR platforms. We present the novel multiplexing strategies enabled by dPCR and examine how isothermal amplification could be an alternative to PCR in digital assays. Finally, we determine whether the theoretical advantages of dPCR over qPCR hold true by perusing studies that directly compare assays implemented with both methods.

[1]  Yunfeng Ling,et al.  Multiplexed target detection using DNA-binding dye chemistry in droplet digital PCR. , 2013, Analytical chemistry.

[2]  Qun Zhong,et al.  Multiplex digital PCR: breaking the one target per color barrier of quantitative PCR. , 2011, Lab on a chip.

[3]  Kerry R Emslie,et al.  Effect of sustained elevated temperature prior to amplification on template copy number estimation using digital polymerase chain reaction. , 2011, The Analyst.

[4]  Gwo-Bin Lee,et al.  Digital quantification of DNA via isothermal amplification on a self-driven microfluidic chip featuring hydrophilic film-coated polydimethylsiloxane. , 2018, Biosensors & bioelectronics.

[5]  K. Kinzler,et al.  Digital PCR. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[6]  Andrew D Griffiths,et al.  Droplet-based microfluidic systems for high-throughput single DNA molecule isothermal amplification and analysis. , 2009, Analytical chemistry.

[7]  Debashis Sahoo,et al.  Discriminating cellular heterogeneity using microwell-based RNA cytometry , 2014, Nature Communications.

[8]  Todd Munson,et al.  Theoretical design and analysis of multivolume digital assays with wide dynamic range validated experimentally with microfluidic digital PCR. , 2011, Analytical chemistry.

[9]  Jim F Huggett,et al.  Considerations for digital PCR as an accurate molecular diagnostic tool. , 2015, Clinical chemistry.

[10]  Robert J. Blodgett,et al.  FDA's preferred MPN methods for standard, large or unusual tests, with a spreadsheet , 2003 .

[11]  Martin Fischlechner,et al.  One in a Million: Flow Cytometric Sorting of Single Cell-Lysate Assays in Monodisperse Picolitre Double Emulsion Droplets for Directed Evolution , 2014, Analytical chemistry.

[12]  D. Shank,et al.  Isothermal in vitro amplification of DNA by a restriction enzyme/DNA polymerase system. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[13]  D. Pinkel,et al.  ERBB2 amplification in breast cancer analyzed by fluorescence in situ hybridization. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[14]  R. Danesi,et al.  Real‐Time PCR and Droplet Digital PCR: two techniques for detection of the JAK2V617F mutation in Philadelphia‐negative chronic myeloproliferative neoplasms , 2015, International journal of laboratory hematology.

[15]  J. S. Johnson,et al.  Biocompatible surfactants for water-in-fluorocarbon emulsions. , 2008, Lab on a chip.

[16]  Jim F Huggett,et al.  RT-qPCR and RT-Digital PCR: A Comparison of Different Platforms for the Evaluation of Residual Disease in Chronic Myeloid Leukemia. , 2016, Clinical chemistry.

[17]  Suzanne Kamel-Reid,et al.  Inter-laboratory comparison of chronic myeloid leukemia minimal residual disease monitoring: summary and recommendations. , 2007, The Journal of molecular diagnostics : JMD.

[18]  Alimuddin Zumla,et al.  Differential susceptibility of PCR reactions to inhibitors: an important and unrecognised phenomenon , 2008, BMC Research Notes.

[19]  Rustem F Ismagilov,et al.  Digital isothermal quantification of nucleic acids via simultaneous chemical initiation of recombinase polymerase amplification reactions on SlipChip. , 2011, Analytical chemistry.

[20]  G. Whitesides,et al.  Fabricating large arrays of microwells with arbitrary dimensions and filling them using discontinuous dewetting. , 1998, Analytical chemistry.

[21]  Philippe Corbisier,et al.  Single molecule detection in nanofluidic digital array enables accurate measurement of DNA copy number , 2009, Analytical and bioanalytical chemistry.

[22]  P. Lizardi,et al.  Mutation detection and single-molecule counting using isothermal rolling-circle amplification , 1998, Nature Genetics.

[23]  Mikael Kubista,et al.  How good is a PCR efficiency estimate: Recommendations for precise and robust qPCR efficiency assessments , 2015, Biomolecular detection and quantification.

[24]  Chaoyong James Yang,et al.  Massively parallel single-molecule and single-cell emulsion reverse transcription polymerase chain reaction using agarose droplet microfluidics. , 2012, Analytical chemistry.

[25]  Sergey E. Ilyin,et al.  Nanoliter high throughput quantitative PCR , 2006, Nucleic acids research.

[26]  T. Notomi,et al.  Loop-mediated isothermal amplification of DNA. , 2000, Nucleic acids research.

[27]  S H Neoh,et al.  Quantitation of targets for PCR by use of limiting dilution. , 1992, BioTechniques.

[28]  Olaf Piepenburg,et al.  DNA Detection Using Recombination Proteins , 2006, PLoS biology.

[29]  I. Shih,et al.  Diverse tumorigenic pathways in ovarian serous carcinoma. , 2002, The American journal of pathology.

[30]  Jim F Huggett,et al.  Evaluation of digital PCR for absolute DNA quantification. , 2011, Analytical chemistry.

[31]  Roger T. Bonnecaze,et al.  Dynamics of low capillary number interfaces moving through sharp features , 2005 .

[32]  H. O. Halvorson,et al.  Application of Statistics to Problems in Bacteriology , 1933, Journal of bacteriology.

[33]  Sebastien Gallien,et al.  Low-level detection and quantitation of cellular HIV-1 DNA and 2-LTR circles using droplet digital PCR. , 2012, Journal of virological methods.

[34]  Yongqiang Cheng,et al.  Ultrasensitive detection of microRNAs by exponential isothermal amplification. , 2010, Angewandte Chemie.

[35]  J. Andel Sequential Analysis , 2022, The SAGE Encyclopedia of Research Design.

[36]  Alexandra S. Whale,et al.  Comparison of microfluidic digital PCR and conventional quantitative PCR for measuring copy number variation , 2012, Nucleic acids research.

[37]  Chaoyong James Yang,et al.  High-throughput single copy DNA amplification and cell analysis in engineered nanoliter droplets. , 2008, Analytical chemistry.

[38]  Stephen R. Quake,et al.  Microfluidic Digital PCR Enables Multigene Analysis of Individual Environmental Bacteria , 2006, Science.

[39]  R. Zárate,et al.  Quantitative Cell-Free Circulating BRAF Mutation Analysis by Use of Droplet Digital PCR in the Follow-up of Patients with Melanoma Being Treated with BRAF Inhibitors , 2014 .

[40]  Helen Song,et al.  Formation of droplets and mixing in multiphase microfluidics at low values of the Reynolds and the capillary numbers , 2003 .

[41]  Bingwen Yu,et al.  A localized temporary negative pressure assisted microfluidic device for detecting keratin 19 in A549 lung carcinoma cells with digital PCR , 2015 .

[42]  Giuseppe Saglio,et al.  Sensitive quantitation of minimal residual disease in chronic myeloid leukemia using nanofluidic digital polymerase chain reaction assay , 2011, Leukemia & lymphoma.

[43]  Kate R. Griffiths,et al.  Quantitative polymerase chain reaction: a framework for improving the quality of results and estimating uncertainty of measurement , 2011 .

[44]  Linos Vandekerckhove,et al.  Comparison of Droplet Digital PCR and Seminested Real-Time PCR for Quantification of Cell-Associated HIV-1 RNA , 2014, PloS one.

[45]  D. DeVoe,et al.  Staggered trap arrays for robust microfluidic sample digitization. , 2017, Lab on a chip.

[46]  Charles N. Baroud,et al.  Droplet microfluidics driven by gradients of confinement , 2013, Proceedings of the National Academy of Sciences.

[47]  Lyndon Gommersall,et al.  Basic principles of real-time quantitative PCR , 2005, Expert review of molecular diagnostics.

[48]  H Li,et al.  Selective detection of individual DNA molecules by capillary polymerase chain reaction. , 2001, Analytical chemistry.

[49]  Frank Diehl,et al.  BEAMing: single-molecule PCR on microparticles in water-in-oil emulsions , 2006, Nature Methods.

[50]  Rustem F Ismagilov,et al.  Digital PCR on a SlipChip. , 2010, Lab on a chip.

[51]  Daniel T. Chiu,et al.  Self-Digitization Microfluidic Chip for Absolute Quantification of mRNA in Single Cells , 2014, Analytical chemistry.

[52]  V. Beneš,et al.  The MIQE guidelines: minimum information for publication of quantitative real-time PCR experiments. , 2009, Clinical chemistry.

[53]  D. Weitz,et al.  Geometrically mediated breakup of drops in microfluidic devices. , 2003, Physical review letters.

[54]  Mats Nilsson,et al.  Digital quantification using amplified single-molecule detection , 2006, Nature Methods.

[55]  Paul C. Blainey,et al.  Digital MDA for enumeration of total nucleic acid contamination , 2010, Nucleic acids research.

[56]  Daniel R Burnham,et al.  Self-digitization of samples into a high-density microfluidic bottom-well array. , 2013, Analytical chemistry.

[57]  Benjamin J. Hindson,et al.  Evaluation of a Droplet Digital Polymerase Chain Reaction Format for DNA Copy Number Quantification , 2011, Analytical chemistry.

[58]  Zhi Zhu,et al.  Single-molecule emulsion PCR in microfluidic droplets , 2012, Analytical and Bioanalytical Chemistry.

[59]  Anupam Singhal,et al.  Megapixel digital PCR , 2011, Nature Methods.

[60]  Susan S. Huang,et al.  Rapid detection of single bacteria in unprocessed blood using Integrated Comprehensive Droplet Digital Detection , 2014, Nature Communications.

[61]  Guy Boivin,et al.  Optimization of Droplet Digital PCR from RNA and DNA extracts with direct comparison to RT-qPCR: Clinical implications for quantification of Oseltamivir-resistant subpopulations. , 2015, Journal of virological methods.

[62]  Jyothi Jayaraman,et al.  Killer-cell Immunoglobulin-like Receptor gene linkage and copy number variation analysis by droplet digital PCR , 2014, Genome Medicine.

[63]  Hsueh-Wei Chang,et al.  Detection of allelic imbalance in ascitic supernatant by digital single nucleotide polymorphism analysis. , 2002, Clinical cancer research : an official journal of the American Association for Cancer Research.

[64]  R. Ismagilov,et al.  Rapid pathogen-specific phenotypic antibiotic susceptibility testing using digital LAMP quantification in clinical samples , 2017, Science Translational Medicine.

[65]  J. Madic,et al.  Three-color crystal digital PCR , 2016, Biomolecular detection and quantification.

[66]  A. Lee,et al.  1-Million droplet array with wide-field fluorescence imaging for digital PCR. , 2011, Lab on a chip.

[67]  E. B. Wilson Probable Inference, the Law of Succession, and Statistical Inference , 1927 .

[68]  Shanavaz Nasarabadi,et al.  On-chip single-copy real-time reverse-transcription PCR in isolated picoliter droplets. , 2007, Analytical chemistry.

[69]  Minoru Seki,et al.  Interfacial Tension Driven Monodispersed Droplet Formation from Microfabricated Channel Array , 2001 .

[70]  Z. Gu,et al.  Comparison of Droplet Digital PCR to Real-Time PCR for Quantitative Detection of Cytomegalovirus , 2012, Journal of Clinical Microbiology.

[71]  Douglas D. Richman,et al.  Highly Precise Measurement of HIV DNA by Droplet Digital PCR , 2013, PloS one.

[72]  D. Dressman,et al.  Transforming single DNA molecules into fluorescent magnetic particles for detection and enumeration of genetic variations , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[73]  C. Radke,et al.  Protein adsorption at the oil/water interface: characterization of adsorption kinetics by dynamic interfacial tension measurements. , 1999, Biophysical chemistry.

[74]  S. Quake,et al.  Dynamic pattern formation in a vesicle-generating microfluidic device. , 2001, Physical review letters.

[75]  S. Quake,et al.  Monolithic microfabricated valves and pumps by multilayer soft lithography. , 2000, Science.

[76]  Viktor Stein,et al.  Continuous-flow polymerase chain reaction of single-copy DNA in microfluidic microdroplets. , 2009, Analytical chemistry.

[77]  Alexandra S. Whale,et al.  Methods for Applying Accurate Digital PCR Analysis on Low Copy DNA Samples , 2013, PloS one.

[78]  Daniel T Chiu,et al.  Self-digitization of sample volumes. , 2010, Analytical chemistry.

[79]  Bing Sun,et al.  Mechanistic evaluation of the pros and cons of digital RT-LAMP for HIV-1 viral load quantification on a microfluidic device and improved efficiency via a two-step digital protocol. , 2013, Analytical chemistry.

[80]  S. Goodman,et al.  Evidence that genetic instability occurs at an early stage of colorectal tumorigenesis. , 2001, Cancer research.

[81]  Youping Yin,et al.  Comparison of Droplet Digital PCR and Quantitative PCR Assays for Quantitative Detection of Xanthomonas citri Subsp. citri , 2016, PloS one.

[82]  Roland Zengerle,et al.  Digital droplet LAMP as a microfluidic app on standard laboratory devices , 2016 .

[83]  Jim F Huggett,et al.  Comparative study of sensitivity, linearity, and resistance to inhibition of digital and nondigital polymerase chain reaction and loop mediated isothermal amplification assays for quantification of human cytomegalovirus. , 2014, Analytical chemistry.

[84]  P. Laurent-Puig,et al.  Multiplex picodroplet digital PCR to detect KRAS mutations in circulating DNA from the plasma of colorectal cancer patients. , 2013, Clinical chemistry.

[85]  Valérie Taly,et al.  Detecting biomarkers with microdroplet technology. , 2012, Trends in molecular medicine.

[86]  S A Bustin,et al.  Critical appraisal of quantitative PCR results in colorectal cancer research: Can we rely on published qPCR results? , 2014, Molecular oncology.

[87]  Fangli Zhang,et al.  Centrifugal micro-channel array droplet generation for highly parallel digital PCR. , 2017, Lab on a chip.

[88]  Maja Ravnikar,et al.  Reverse transcriptase droplet digital PCR shows high resilience to PCR inhibitors from plant, soil and water samples , 2014, Plant Methods.

[89]  Friedrich Schuler,et al.  Centrifugal step emulsification applied for absolute quantification of nucleic acids by digital droplet RPA. , 2015, Lab on a chip.

[90]  L. Brown,et al.  Interval Estimation for a Binomial Proportion , 2001 .

[91]  Yuji Murakami,et al.  A picoliter chamber array for cell-free protein synthesis. , 2004, Journal of biochemistry.

[92]  Vittorio Cristini,et al.  Design of microfluidic channel geometries for the control of droplet volume, chemical concentration, and sorting. , 2004, Lab on a chip.

[93]  M. Nikiforova,et al.  Multicenter Comparison of Different Real-Time PCR Assays for Quantitative Detection of Epstein-Barr Virus , 2007, Journal of Clinical Microbiology.

[94]  Luke P. Lee,et al.  Digital LAMP in a sample self-digitization (SD) chip. , 2012, Lab on a chip.

[95]  Alexandra S. Whale,et al.  Fundamentals of multiplexing with digital PCR , 2016, Biomolecular detection and quantification.

[96]  Hanlee P. Ji,et al.  Robust Multiplexed Clustering and Denoising of Digital PCR Assays by Data Gridding. , 2017, Analytical chemistry.

[97]  J. Silver,et al.  Nanoliter scale PCR with TaqMan detection. , 1997, Nucleic acids research.

[98]  George M. Whitesides,et al.  Selective Deposition of Proteins and Cells in Arrays of Microwells , 2001 .

[99]  Fumio Inagaki,et al.  Molecular quantification of environmental DNA using microfluidics and digital PCR. , 2012, Systematic and applied microbiology.

[100]  G. Whitesides,et al.  Rapid Prototyping of Microfluidic Systems in Poly(dimethylsiloxane). , 1998, Analytical chemistry.

[101]  Piotr Garstecki,et al.  Designing and interpretation of digital assays: Concentration of target in the sample and in the source of sample , 2016, Biomolecular detection and quantification.

[102]  Yuzuru Takamura,et al.  On-chip nanoliter-volume multiplex TaqMan polymerase chain reaction from a single copy based on counting fluorescence released microchambers. , 2004, Analytical chemistry.

[103]  S. Kingsmore,et al.  Comprehensive human genome amplification using multiple displacement amplification , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[104]  Hugo Germain,et al.  Droplet Digital PCR versus qPCR for gene expression analysis with low abundant targets: from variable nonsense to publication quality data , 2017, Scientific Reports.

[105]  Bruce K Gale,et al.  Spinning disk platform for microfluidic digital polymerase chain reaction. , 2010, Analytical chemistry.

[106]  Christopher M. Hindson,et al.  Absolute quantification by droplet digital PCR versus analog real-time PCR , 2013, Nature Methods.

[107]  T. Dingle,et al.  Tolerance of droplet-digital PCR vs real-time quantitative PCR to inhibitory substances. , 2013, Clinical chemistry.

[108]  Yan Xu,et al.  Helicase‐dependent isothermal DNA amplification , 2004, EMBO reports.

[109]  Jing Wang,et al.  Comparison of four digital PCR platforms for accurate quantification of DNA copy number of a certified plasmid DNA reference material , 2015, Scientific Reports.

[110]  Tak Y. Leung,et al.  Digital PCR for the molecular detection of fetal chromosomal aneuploidy , 2007, Proceedings of the National Academy of Sciences.

[111]  H. O. Halvorson,et al.  Application of Statistics to Problems in Bacteriology , 1935, Journal of bacteriology.

[112]  H. Halvorson,et al.  Application of Statistics to Problems in Bacteriology: III. A Consideration of the Accuracy of Dilution Data Obtained by Using Several Dilutions. , 1933, Journal of bacteriology.

[113]  Michael A. Choti,et al.  Counting alleles reveals a connection between chromosome 18q loss and vascular invasion , 2001, Nature Biotechnology.

[114]  Peter Wiktor,et al.  Microreactor Array Device , 2015, Scientific Reports.

[115]  Sean Wallis,et al.  Binomial Confidence Intervals and Contingency Tests: Mathematical Fundamentals and the Evaluation of Alternative Methods , 2013, J. Quant. Linguistics.

[116]  David J. Galas,et al.  Isothermal reactions for the amplification of oligonucleotides , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[117]  G. Serrano-Heras,et al.  Real-time PCR detection chemistry. , 2015, Clinica chimica acta; international journal of clinical chemistry.

[118]  Lori J Sokoll,et al.  Assessment of plasma DNA levels, allelic imbalance, and CA 125 as diagnostic tests for cancer. , 2003, Journal of the National Cancer Institute.

[119]  Jeff Mellen,et al.  High-Throughput Droplet Digital PCR System for Absolute Quantitation of DNA Copy Number , 2011, Analytical chemistry.

[120]  Bill W Colston,et al.  High-throughput quantitative polymerase chain reaction in picoliter droplets. , 2008, Analytical chemistry.

[121]  Enrico Gratton,et al.  Digital quantification of miRNA directly in plasma using integrated comprehensive droplet digital detection. , 2015, Lab on a chip.

[122]  Tania Nolan,et al.  The digital MIQE guidelines: Minimum Information for Publication of Quantitative Digital PCR Experiments. , 2013, Clinical chemistry.

[123]  Bing Sun,et al.  Multiplexed quantification of nucleic acids with large dynamic range using multivolume digital RT-PCR on a rotational SlipChip tested with HIV and hepatitis C viral load. , 2011, Journal of the American Chemical Society.

[124]  Ramesh Ramakrishnan,et al.  Mathematical Analysis of Copy Number Variation in a DNA Sample Using Digital PCR on a Nanofluidic Device , 2008, PloS one.

[125]  Luis F. Olguin,et al.  Controlling the retention of small molecules in emulsion microdroplets for use in cell-based assays. , 2009, Analytical chemistry.

[126]  H. Stone,et al.  Formation of dispersions using “flow focusing” in microchannels , 2003 .

[127]  Jane Kuypers,et al.  A multiplexed droplet digital PCR assay performs better than qPCR on inhibition prone samples. , 2014, Diagnostic microbiology and infectious disease.

[128]  Andreas Manz,et al.  Phaseguides: a paradigm shift in microfluidic priming and emptying. , 2011, Lab on a chip.

[129]  Yanwei Jia,et al.  Simple, robust storage of drops and fluids in a microfluidic device. , 2009, Lab on a chip.

[130]  Frank Diehl,et al.  BEAMing up for detection and quantification of rare sequence variants , 2006, Nature Methods.

[131]  Yasutaka Morita,et al.  Optimization of fluorescent cell-based assays for high-throughput analysis using microchamber array chip formats , 2004 .

[132]  W. G. Cochran,et al.  Estimation of bacterial densities by means of the "most probable number". , 1950, Biometrics.

[133]  J. Compton,et al.  Nucleic acid sequence-based amplification , 1991, Nature.

[134]  Wei Jin,et al.  Self-priming compartmentalization digital LAMP for point-of-care. , 2012, Lab on a chip.

[135]  Erik Willems,et al.  The need for transparency and good practices in the qPCR literature , 2013, Nature Methods.

[136]  Jong Wook Hong,et al.  Integrated nanoliter systems , 2003, Nature Biotechnology.

[137]  H. O. Halvorson,et al.  Application of Statistics to Problems in Bacteriology , 1933, Journal of bacteriology.

[138]  Michael Traugott,et al.  Advances in multiplex PCR: balancing primer efficiencies and improving detection success , 2012, Methods in ecology and evolution.