Evidence map›Paper›PMID 41388063›Full record

ArticleScientific reports2025

Microfluidic droplet cultivation preserves microalgae diversity in screening systems.

Satoshi Yamamoto, Kazuma Yoshimura, Kayo Konishi, Reiko Nozaki, Ikuo Hirono, Keiichiro Koiwai

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

6 authors.

Satoshi YamamotoFisheries Technology Institute, Japan Fisheries Research and Education Agency, Minami-ise 422-1, Mie, 516-0193, Japan. yamamoto_satoshi02@fra.go.jp.
Kazuma YoshimuraDepartment of Marine Biosciences, Tokyo University of Marine Science and Technology, Konan 4-5-7, Minato-ku, Tokyo, 108-8477, Japan.
Kayo KonishiDepartment of Marine Biosciences, Tokyo University of Marine Science and Technology, Konan 4-5-7, Minato-ku, Tokyo, 108-8477, Japan.
Reiko NozakiDepartment of Marine Biosciences, Tokyo University of Marine Science and Technology, Konan 4-5-7, Minato-ku, Tokyo, 108-8477, Japan.
Ikuo HironoDepartment of Marine Biosciences, Tokyo University of Marine Science and Technology, Konan 4-5-7, Minato-ku, Tokyo, 108-8477, Japan.
Keiichiro KoiwaiDepartment of Marine Biosciences, Tokyo University of Marine Science and Technology, Konan 4-5-7, Minato-ku, Tokyo, 108-8477, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Efficient screening of microalgae is critical for their research and industrial applications. However, conventional methods of microalgae screening are often considered inefficient and are applicable to a narrow range of species. We conducted a proof-of-concept study on the applicability of a water-in-oil droplet (WODL)-based microfluidic system to high-throughput screening of microalgae and effect of microfluidic droplet cultivation on the species diversity within microalgal samples. First, we confirmed that microalgae with diverse morphologies could be successfully cultured within droplets. Second, we conducted culture tests using a mock community derived from monocultured microalgal strains and a field community derived from the natural environment. Subsequent long-read metabarcoding targeting the 16 S rRNA gene, followed by diversity analysis, revealed that droplet culture is more effective than bulk mixed-species culture in maintaining species diversity. Our results lay the groundwork for the future development of WODL-based high-throughput screening systems, allowing access to a richer microalgal biodiversity.

Indexed as

BiodiversityMicroalgaeMicrofluidicsHigh-Throughput Screening AssaysDiversity analysisHigh-throughput screeningMicroalgaeMicrofluidicsSpecies diversityWater-in-oil droplet

Identifiers

PMID41388063
PMCPMC12808791

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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.