Evidence map›Paper›PMID 21981344›Full record

ArticleAnalytical chemistry2011

Theoretical design and analysis of multivolume digital assays with wide dynamic range validated experimentally with microfluidic digital PCR.

Jason E Kreutz, Todd Munson, Toan Huynh, Feng Shen, Wenbin Du, Rustem F Ismagilov

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

47 citing papers in PubMed.

  1. A digital droplet microarray for measuring tolerance to antibiotics.bioRxiv : the preprint server for biology · 2026
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  15. 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 · 2020
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Jason E KreutzDepartment of Chemistry and Institute for Biophysical Dynamics, The University of Chicago, Chicago, Illinois 60637, United States.
Todd Munson
Toan Huynh
Feng Shen
Wenbin Du
Rustem F Ismagilov

Funding

2007 NIH Director's Pioneer Award Program (DP1)DP1OD003584 · OD · UNIVERSITY OF CHICAGO · PI ISMAGILOV, RUSTEM F · 2007 to 2011
$3.9M
Digital SlipChip Technology for POC and Resource-Limited Viral Load MeasurementsR01EB012946 · NIBIB · UNIVERSITY OF CHICAGO · PI ISMAGILOV, RUSTEM F · 2011 to 2014
$2.0M
NIBIB NIH HHS 1R01 EB012946NIBIB NIH HHS R01 EB012946NIH HHS 1 DP1 OD003584NIH HHS DP1 OD003584
6 · The paper itself

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.

Indexed as

Computational BiologyModels, TheoreticalDNA, ViralHIVHIV InfectionsHumansMicrofluidicsPolymerase Chain ReactionSoftwareViral LoadDNA, Viral

Identifiers

PMID21981344
PMCPMC3216679

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.