Evidence map›Paper›PMID 38258146›Full record

ArticleMicromachines2023

Image-Based Feedback of Multi-Component Microdroplets for Ultra-Monodispersed Library Preparation.

Christy Cantwell, John S McGrath, Clive A Smith, Graeme Whyte

Abstract read
In one paragraph

Article in Micromachines, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Christy CantwellInstitute of Biochemistry, Biophysics and Bioengineering, Heriot-Watt University, Edinburgh EH14 4AS, UK.ORCID 0009-0006-7514-9901
John S McGrathInstitute of Biochemistry, Biophysics and Bioengineering, Heriot-Watt University, Edinburgh EH14 4AS, UK.ORCID 0000-0001-9110-7759
Clive A SmithSphere Fluidics Limited, Granta Centre, Granta Park, Great Abington, Cambridge CB21 6AL, UK.ORCID 0000-0002-0985-5967
Graeme WhyteInstitute of Biochemistry, Biophysics and Bioengineering, Heriot-Watt University, Edinburgh EH14 4AS, UK.ORCID 0000-0003-4147-2656

Funding

UK Research and Innovation KTP012003
6 · The paper itself

Abstract

Using devices with microfluidic channels can allow for precise control over liquids flowing through them. Merging flows of immiscible liquids can create emulsions with highly monodispersed microdroplets within a carrier liquid, which are ideal for miniaturised reaction vessels which can be generated with a high throughput of tens of thousands of droplets per second. Control of the size and composition of these droplets is generally performed by controlling the pumping system pushing the liquids into the device; however, this is an indirect manipulation and inadequate if absolute precision is required in the size or composition of the droplets. In this work, we extend the previous development of image-based closed-loop feedback control over microdroplet generation to allow for the control of not only the size of droplets but also the composition by merging two aqueous flows. The feedback allows direct control over the desired parameters of volume and ratio of the two components over a wide range of ratios and outperforms current techniques in terms of monodispersity in volume and composition. This technique is ideal for situations where precise control over droplets is critical, or where a library of droplets of different concentrations but the same volume is required.

Indexed as

feedbackimage analysismicrodropletsmicrofluidicsmicroscopy

Identifiers

PMID38258146
PMCPMC10820162

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.