Evidence map›Paper›PMID 39792815›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Pheno-Morphological Screening and Acoustic Sorting of 3D Multicellular Aggregates Using Drop Millifluidics.

Leon Rembotte, Thomas Beneyton, Lionel Buisson, Amaury Badon, Adeline Boyreau, Camille Douillet, Loic Hermant, Anirban Jana, Pierre Nassoy, Jean-Christophe Baret

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

10 authors.

Leon RembotteCNRS, Univ. Bordeaux, CRPP, UMR 5031, Pessac, F-33600, France.ORCID https://orcid.org/0009-0009-3892-2717
Thomas BeneytonCNRS, Univ. Bordeaux, CRPP, UMR 5031, Pessac, F-33600, France.ORCID https://orcid.org/0000-0003-2322-4886
Lionel BuissonCNRS, Univ. Bordeaux, CRPP, UMR 5031, Pessac, F-33600, France.ORCID https://orcid.org/0000-0003-1555-6880
Amaury BadonLP2N, Univ. Bordeaux, Talence, F-33400, France.ORCID https://orcid.org/0000-0002-1963-0075
Adeline BoyreauIOGS, CNRS, UMR5298, Talence, F-33400, France.
Camille DouilletLP2N, Univ. Bordeaux, Talence, F-33400, France.ORCID https://orcid.org/0000-0001-7611-4619
Loic HermantLP2N, Univ. Bordeaux, Talence, F-33400, France.
Anirban JanaLP2N, Univ. Bordeaux, Talence, F-33400, France.
Pierre NassoyLP2N, Univ. Bordeaux, Talence, F-33400, France.ORCID https://orcid.org/0000-0003-4615-9431
Jean-Christophe BaretCNRS, Univ. Bordeaux, CRPP, UMR 5031, Pessac, F-33600, France.ORCID https://orcid.org/0000-0003-2048-8317

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Three-dimensional multicellular aggregates (MCAs) like organoids and spheroids have become essential tools to study the biological mechanisms involved in the progression of diseases. In cancer research, they are now widely used as in vitro models for drug testing. However, their analysis still relies on tedious manual procedures, which hinders their routine use in large-scale biological assays. Here, a novel drop millifluidic approach is introduced to screen and sort large populations containing over one thousand MCAs: ImOCAS (Image-based Organoid Cytometry and Acoustic Sorting). This system utilizes real-time image processing to detect pheno-morphological traits in MCAs. They are then encapsulated in millimetric drops, actuated on-demand using the acoustic radiation force. The performance of ImOCAS is demonstrated by sorting spheroids with uniform sizes from a heterogeneous population, and by isolating organoids from spheroids with different phenotypes. This approach lays the groundwork for high-throughput screening and high-content analysis of MCAs with controlled morphological and phenotypical properties, which promises accelerated progress in biomedical research.

Indexed as

OrganoidsSpheroids, CellularAcousticsHigh-Throughput Screening AssaysHumansacousticsmicrofluidicsorganoidsscreeningsorting

Identifiers

PMID39792815
PMCPMC11884609

What OpenQuestion holds

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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.