Evidence map›Paper›PMID 36472476›Full record

ArticleLab on a chip2022

Acoustic sorting of microfluidic droplets at kHz rates using optical absorbance.

Esther S Richter, Andreas Link, John S McGrath, Raymond W Sparrow, Maximilian Gantz, Elliot J Medcalf, Florian Hollfelder, Thomas Franke

Open access · hybridAbstract read
In one paragraph

Article in Lab on a chip, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
2.2field-weighted citation impact, top 12% of its field
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

12 citing papers in PubMed, 29 citations in OpenAlex.

  1. Review
  2. Article
  3. Confocal Absorbance-Activated Droplet Sorting (cAADS) for Enzyme Engineering.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  4. Article
  5. Review
  6. Review
  7. Review
  8. Article
  9. Article
  10. Review
  11. Review
  12. Article
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

8 authors at 2 institutions in 1 country.

Esther S RichterDivision of Biomedical Engineering, School of Engineering, University of Glasgow, Oakfield Avenue, G12 8LT Glasgow, UK. thomas.franke@glasgow.ac.uk.ORCID 0000-0001-5157-140X
Andreas LinkDivision of Biomedical Engineering, School of Engineering, University of Glasgow, Oakfield Avenue, G12 8LT Glasgow, UK. thomas.franke@glasgow.ac.uk.ORCID 0000-0002-1141-2831
John S McGrathDivision of Biomedical Engineering, School of Engineering, University of Glasgow, Oakfield Avenue, G12 8LT Glasgow, UK. thomas.franke@glasgow.ac.uk.ORCID 0000-0001-9110-7759
Raymond W SparrowDivision of Biomedical Engineering, School of Engineering, University of Glasgow, Oakfield Avenue, G12 8LT Glasgow, UK. thomas.franke@glasgow.ac.uk.
Maximilian GantzDepartment of Biochemistry, University of Cambridge, Cambridge, CB2 1GA, UK.
Elliot J MedcalfDepartment of Biochemistry, University of Cambridge, Cambridge, CB2 1GA, UK.
Florian HollfelderDepartment of Biochemistry, University of Cambridge, Cambridge, CB2 1GA, UK.ORCID 0000-0002-1367-6312
Thomas FrankeDivision of Biomedical Engineering, School of Engineering, University of Glasgow, Oakfield Avenue, G12 8LT Glasgow, UK. thomas.franke@glasgow.ac.uk.ORCID 0000-0001-5018-7545
University of Glasgow · GBUniversity of Cambridge · GB

Funding

Biotechnology and Biological Sciences Research Council BB/M011194/1
6 · The paper itself

Abstract

Droplet microfluidics allows one to address the ever-increasing demand to screen large libraries of biological samples. Absorbance spectroscopy complements the golden standard of fluorescence detection by label free target identification and providing more quantifiable data. However, this is limited by speed and sensitivity. In this paper we increase the speed of sorting by including acoustofluidics, achieving sorting rates of target droplets of 1 kHz. We improved the device design for detection of absorbance using fibre-based interrogation of samples with integrated lenses in the microfluidic PDMS device for focusing and collimation of light. This optical improvement reduces the scattering and refraction artefacts, improving the signal quality and sensitivity. The novel design allows us to overcome limitations based on dielectrophoresis sorting, such as droplet size dependency, material and dielectric properties of samples. Our acoustic activated absorbance sorter removes the need for offset dyes or matching oils and sorts about a magnitude faster than current absorbance sorters.

Indexed as

Microfluidic Analytical TechniquesMicrofluidicsAcousticsColoring AgentsOilsSpectrum AnalysisColoring AgentsOils

Identifiers

PMID36472476
PMCPMC9764809
OpenAlexW4312065287

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.