Evidence map›Paper›PMID 41741538›Full record

ArticleScientific reports2026

Effective dean vortex separation at reduced flow rates towards rare cell sorting.

Emma Dupont, Lionel Artinyan, Céline Brunin, Marie Piecyk, Léa Payen, Emmanuelle Laurenceau, Gilles Simon, Jérôme Degouttes, Damien Le Roy, Anne-Laure Deman

Abstract read
In one paragraph

Article in Scientific reports, 2026. 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

10 authors.

Emma DupontUniversité Claude Bernard Lyon 1, CNRS, INSA Lyon, Ecole Centrale de Lyon, CPE Lyon, INL, UMR5270, Villeurbanne, 69621, France. emma.dupont@univ-lyon1.fr.
Lionel ArtinyanUniversité Claude Bernard Lyon 1, CNRS, INSA Lyon, Ecole Centrale de Lyon, CPE Lyon, INL, UMR5270, Villeurbanne, 69621, France.
Céline BruninLaboratoire de Biochimie Et Biologie Moléculaire, Groupe Hospitalier Sud, Hospices Civils de Lyon, Pierre Bénite, 69495, France.
Marie PiecykLaboratoire de Biochimie Et Biologie Moléculaire, Groupe Hospitalier Sud, Hospices Civils de Lyon, Pierre Bénite, 69495, France.
Léa PayenLaboratoire de Biochimie Et Biologie Moléculaire, Groupe Hospitalier Sud, Hospices Civils de Lyon, Pierre Bénite, 69495, France.
Emmanuelle LaurenceauUniversité Claude Bernard Lyon 1, CNRS, INSA Lyon, Ecole Centrale de Lyon, CPE Lyon, INL, UMR5270, Villeurbanne, 69621, France.
Gilles SimonUniversité Claude Bernard Lyon 1, CNRS, Institut Lumière Matière, UMR5306, Villeurbanne, 69100, France.
Jérôme DegouttesUniversité Claude Bernard Lyon 1, CNRS, INSA Lyon, Ecole Centrale de Lyon, CPE Lyon, INL, UMR5270, Villeurbanne, 69621, France.
Damien Le Roy *Université Claude Bernard Lyon 1, CNRS, Institut Lumière Matière, UMR5306, Villeurbanne, 69100, France.
Anne-Laure Deman *Université Claude Bernard Lyon 1, CNRS, INSA Lyon, Ecole Centrale de Lyon, CPE Lyon, INL, UMR5270, Villeurbanne, 69621, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The study focuses on the design of a spiral microfluidic device, aiming to efficiently sort particle by size, at tailored flow rate for downstream processing. While spiral devices exploiting Dean vortices are recognized for their high-throughput capabilities, they often require high flow rates that limit their integration with other microfluidic functions and reduce sorting performance. Our work aims to design a low flowrate-operating-spiral (~ 50 mL/h) by investigating the influence of spiral geometric parameters and flow conditions on sorting efficiency. Through combined experimental and theoretical analysis, we evaluate how particle size and flow dynamics determine particle positions within the spiral, validating underlying models. This approach provides valuable insights for optimizing spiral microfluidic systems particularly their design, performance, and versatility in applications such as the isolation of rare cell isolation. The spiral design achieved efficient size-based sorting of 10 and 15 μm microbeads at a flow rate of 50 mL/h. When applied to biological samples, the system removed 89% of white blood cells from a 1:1 lysed blood sample (≈ 10⁷ cells/min) while maintaining a recovery of more than 75% for all tested CTC-mimicking cells.

Indexed as

Cell SeparationMicrofluidic Analytical TechniquesEquipment DesignHumansLeukocytesMicrofluidicsMicrospheresParticle Size

Identifiers

PMID41741538
PMCPMC13031336

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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.