ArticleAnalytical chemistry2011
Theoretical design and analysis of multivolume digital assays with wide dynamic range validated experimentally with microfluidic digital PCR.
Article in Analytical chemistry, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers.
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Who cites it
47 citing papers in PubMed.
- A digital droplet microarray for measuring tolerance to antibiotics.bioRxiv : the preprint server for biology · 2026Article
- Current and emerging molecular diagnostic approaches in the detection of human parasites.Parasitology research · 2026Review
- Multiplex digital profiling of DNA methylation heterogeneity for sensitive and cost-effective cancer detection in low-volume liquid biopsies.Science advances · 2024Article
- Evaluation of sequencing and PCR-based methods for the quantification of the viral genome formula.Virus research · 2023Article
- Article
- Picoliter Droplet Generation and Dense Bead-in-Droplet Encapsulation via Microfluidic Devices Fabricated via 3D Printed Molds.Micromachines · 2022Article
- Photonic crystal enhanced fluorescence emission and blinking suppression for single quantum dot digital resolution biosensing.Nature communications · 2022Article
- Application of Droplet Digital PCR Technology in Muscular Dystrophies Research.International journal of molecular sciences · 2022Review
- Microfluidic One-Pot Digital Droplet FISH Using LNA/DNA Molecular Beacons for Bacteria Detection and Absolute Quantification.Biosensors · 2022Article
- Deep-dLAMP: Deep Learning-Enabled Polydisperse Emulsion-Based Digital Loop-Mediated Isothermal Amplification.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2022Article
- Electrochemical DNA synthesis and sequencing on a single electrode with scalability for integrated data storage.Science advances · 2021Article
- A portable droplet generation system for ultra-wide dynamic range digital PCR based on a vibrating sharp-tip capillary.Biosensors & bioelectronics · 2021Article
- Single-Cell Phenotypic Analysis and Digital Molecular Detection Linkable by a Hydrogel Bead-Based Platform.ACS applied bio materials · 2021Article
- A Double-Deck Self-Digitization Microfluidic Chip for Digital PCR.Micromachines · 2020Article
- Three-dimensional digital PCR through light-sheet imaging of optically cleared emulsion.Proceedings of the National Academy of Sciences of the United States of America · 2020Article
- Surfactant-enhanced DNA accessibility to nuclease accelerates phenotypic β-lactam antibiotic susceptibility testing of Neisseria gonorrhoeae.PLoS biology · 2020Article
- Combating the Coronavirus Pandemic: Early Detection, Medical Treatment, and a Concerted Effort by the Global Community.Research (Washington, D.C.) · 2020Review
- Slip-driven microfluidic devices for nucleic acid analysis.Biomicrofluidics · 2019Review
- Microfluidic-Based Nucleic Acid Amplification Systems in Microbiology.Micromachines · 2019Review
- Statistical Analysis of Nonuniform Volume Distributions for Droplet-Based Digital PCR Assays.Journal of the American Chemical Society · 2019Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
This paper presents a protocol using theoretical methods and free software to design and analyze multivolume digital PCR (MV digital PCR) devices; the theory and software are also applicable to design and analysis of dilution series in digital PCR. MV digital PCR minimizes the total number of wells required for "digital" (single molecule) measurements while maintaining high dynamic range and high resolution. In some examples, multivolume designs with fewer than 200 total wells are predicted to provide dynamic range with 5-fold resolution similar to that of single-volume designs requiring 12,000 wells. Mathematical techniques were utilized and expanded to maximize the information obtained from each experiment and to quantify performance of devices and were experimentally validated using the SlipChip platform. MV digital PCR was demonstrated to perform reliably, and results from wells of different volumes agreed with one another. No artifacts due to different surface-to-volume ratios were observed, and single molecule amplification in volumes ranging from 1 to 125 nL was self-consistent. The device presented here was designed to meet the testing requirements for measuring clinically relevant levels of HIV viral load at the point-of-care (in plasma, <500 molecules/mL to >1,000,000 molecules/mL), and the predicted resolution and dynamic range was experimentally validated using a control sequence of DNA. This approach simplifies digital PCR experiments, saves space, and thus enables multiplexing using separate areas for each sample on one chip, and facilitates the development of new high-performance diagnostic tools for resource-limited applications. The theory and software presented here are general and are applicable to designing and analyzing other digital analytical platforms including digital immunoassays and digital bacterial analysis. It is not limited to SlipChip and could also be useful for the design of systems on platforms including valve-based and droplet-based platforms. In a separate publication by Shen et al. (J. Am. Chem. Soc., 2011, DOI: 10.1021/ja2060116), this approach is used to design and test digital RT-PCR devices for quantifying RNA.
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Registered trials
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