Evidence map›Paper›PMID 41249342›Full record

ArticleScientific reports2025

Investigating the effects of soil microstructures on bacterial growth via microfluidic channels and an agent-based model.

Manami Ito, Ayaka Itani, Ayaka Suwa, Emi Uenaka, Kazuma Sakoda, Satoshi Sasaki, Masayuki Yamamura, Norio Takeshita, Masahiro Takinoue

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. 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

9 authors.

Manami ItoDepartment of Life Science and Technology, School of Life Science and Technology, Institute of Science Tokyo, 4259 Nagatsuta-cho, Midori-ku, Yokohama, Kanagawa, 226-8501, Japan.
Ayaka ItaniMicrobiology Research Center for Sustainability (MiCS), Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba, 305-8572, Japan.
Ayaka SuwaMicrobiology Research Center for Sustainability (MiCS), Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba, 305-8572, Japan.
Emi UenakaSpace Environment and Energy Labs, NTT, Inc., 3-9-11 Midori-cho, Musashino-shi, Tokyo, 180-8585, Japan.
Kazuma SakodaSpace Environment and Energy Labs, NTT, Inc., 3-9-11 Midori-cho, Musashino-shi, Tokyo, 180-8585, Japan.
Satoshi SasakiBasic Research Labs, NTT, Inc., 3-1 Morinosato Wakamiya, Atsugi-shi, Kanagawa, 243-0198, Japan.
Masayuki YamamuraDepartment of Computer Science, School of Computing, Institute of Science Tokyo, 4259 Nagatsuta-cho, Midori-ku, Yokohama, Kanagawa, 226-8501, Japan.
Norio TakeshitaMicrobiology Research Center for Sustainability (MiCS), Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba, 305-8572, Japan. takeshita.norio.gf@u.tsukuba.ac.jp.
Masahiro TakinoueDepartment of Life Science and Technology, School of Life Science and Technology, Institute of Science Tokyo, 4259 Nagatsuta-cho, Midori-ku, Yokohama, Kanagawa, 226-8501, Japan. takinoue@cls.iir.isct.ac.jp.

Funding

Japan Science and Technology Corporation JST-ASPIRE JPMJAP24B4Japan Society for the Promotion of Science JP23K21164Japan Society for the Promotion of Science JP25K01927Ministry of Education, Culture, Sports, Science and Technology JP22H04878
6 · The paper itself

Abstract

Soil is a suitable habitat for various microorganisms. These soil microorganisms establish complex social relationships and build biogeochemical cycles, such as carbon or nitrogen cycles, which synthesize plant nutrients and greenhouse gases. Clarifying microbial activities inside the soil is essential for agricultural and environmental fields. One of critical factors influencing bacterial activity in soil is the physical structure of the soil built by soil aggregates. The size distribution of soil aggregates widely ranges from µm to mm and creates pores with various sizes that act as pathways for air, water, and nutrients and affect microbial activities. Although it is known that pore size in soil is important for bacterial activity, how the pore size distribution affects bacterial activity remains unclear. The pore size distribution is considered to affect the movement of bacteria within the soil as well as that of air, water, and nutrients. Therefore, further investigation into the relationship between the size distribution of micrometer-sized pores in soil and the bacterial movement in micrometer space is required to understand bacterial activity in soil. In this study, we investigated the dependence of fractally distributed pore size distributions (from micrometers to millimeters) on bacterial activity, especially bacterial growth, using a polydimethylsiloxane culture device and numerical simulations. We fabricated a culture device with 2 μm depth with the pillars arranged fractally or periodically to represent soil particles and pore size distributions. Escherichia coli was cultured for 20 h in a culture device, and the results showed that final amount of E. coli was significantly higher in the device with the pillars arranged fractally than in the one with pillars arranged in an array. Bacterial growth was simulated in a two-dimensional space with pillars. The results also showed clear relationships among bacterial growth, movement, and pillar arrangement. Our findings provide insights into microbial activity inside complex physical structures such as soils.

Indexed as

BacteriaSoilSoil MicrobiologyLab-On-A-Chip DevicesPorositySoilEcosystemFractal structureMicrofluidicsSoil aggregates

Identifiers

PMID41249342
PMCPMC12624013

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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.