Evidence map›Paper›PMID 39936906›Full record

ArticleApplied and environmental microbiology2025

Microfluidic droplets with amended culture media cultivate a greater diversity of soil microorganisms.

Jing Dai, Yang Ouyang, Rohit Gupte, Xiao Jun A Liu, Yuwen Li, Fang Yang, Shaorong Chen, Tony Provin, Erin Van Schaik, James E Samuel and 5 more

Abstract read
In one paragraph

Article in Applied and environmental microbiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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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

15 authors.

Jing Dai *Department of Electrical and Computer Engineering, Texas A&M University, College Station, Texas, USA.ORCID 0009-0008-4904-0501
Yang Ouyang *Institute for Environmental Genomics, University of Oklahoma, Norman, Oklahoma, USA.
Rohit GupteDepartment of Biomedical Engineering, Texas A&M University, College Station, Texas, USA.
Xiao Jun A LiuInstitute for Environmental Genomics, University of Oklahoma, Norman, Oklahoma, USA.
Yuwen LiDepartment of Electrical and Computer Engineering, Texas A&M University, College Station, Texas, USA.
Fang YangDepartment of Chemical Engineering, Texas A&M University, College Station, Texas, USA.
Shaorong ChenDepartment of Microbial Pathogenesis and Immunology, Texas A&M University Health Sciences Center, Bryan, Texas, USA.
Tony ProvinDepartment of Soil and Crop Sciences, Texas A&M University, College Station, Texas, USA.
Erin Van SchaikDepartment of Microbial Pathogenesis and Immunology, Texas A&M University Health Sciences Center, Bryan, Texas, USA.
James E SamuelDepartment of Microbial Pathogenesis and Immunology, Texas A&M University Health Sciences Center, Bryan, Texas, USA.ORCID 0000-0002-3896-8581
Arul JayaramanDepartment of Biomedical Engineering, Texas A&M University, College Station, Texas, USA.
Aifen ZhouInstitute for Environmental Genomics, University of Oklahoma, Norman, Oklahoma, USA.ORCID 0000-0003-3019-5649
Paul de FigueiredoChristopher S Bond Life Sciences Center, University of Missouri, Columbia, Missouri, USA.ORCID 0000-0002-3878-5064
Jizhong ZhouInstitute for Environmental Genomics, University of Oklahoma, Norman, Oklahoma, USA.ORCID 0000-0003-2014-0564
Arum HanDepartment of Electrical and Computer Engineering, Texas A&M University, College Station, Texas, USA.ORCID 0000-0002-9223-8301

Funding

Identification and Role of Type IV Secretion Effector Proteins in Coxiella burnetiiR01AI090142 · NIAID · TEXAS A&M UNIVERSITY HEALTH SCIENCE CTR · PI SAMUEL, JAMES EVANS · 2012 to 2024
$3.4M
Pathogenic Roles of Coxiella burnetti ProteinsR01AI037744 · NIAID · TEXAS A&M UNIVERSITY HEALTH SCIENCE CTR · PI SAMUEL, JAMES EVANS · 2003 to 2007
$1.8M
DOD | Defense Advanced Research Projects Agency (ARPA) W911NF1920013, HR00112320006NIAID NIH HHS R01 AI037744NIAID NIH HHS R01 AI090142
6 · The paper itself

Abstract

Uncultivated but abundant soil microorganisms have untapped potential for producing broad ranges of natural products, as well as for bioremediation. However, cultivating soil microorganisms while maintaining a broad microorganism diversity to enable phenotyping and functional analysis of as diverse individual isolates as possible remains challenging. In this study, we developed and tested the ability of several culture media formulations that contain defined soil metabolites or soil extracts to maintain microorganism diversity during culture. We also assessed their performance in microfluidic droplet cultivation where single-soil microorganism isolates were encapsulated and cultivated in picoliter-volume water-in-oil emulsion droplets to enable clonal growth needed for downstream functional analyses. Our results show that droplet cultivation with media supplemented by soil extract or soil metabolites enables the recovery of soil microorganisms with higher diversity (up to 1.5-fold higher richness) compared to bulk cultivation methods. Importantly, 1.7-fold more of less abundant (<1%) phyla and 11-fold more of unique genera were recovered, demonstrating the utility of this method for interrogating highly diverse soil microorganisms for broad ranges of applications.IMPORTANCEAlthough soil microorganisms hold a significant value in bioproduction and bioremediation, only a small fraction-less than 1%-can be cultured under specific media and cultivation conditions. This indicates that there are ample opportunities in harvesting the diverse environmental microorganisms if isolating and recovering these uncultured microorganisms are possible. This paper presents a new cultivation technique composed of isolating single-soil microorganism cell from an

Indexed as

BacteriaBiodiversityCulture MediaMicrofluidicsSoil MicrobiologyCulture Mediadroplet microfluidicsmicroorganism diversitysingle-cell-resolution cultivationsoil extractssoil metabolitessoil microorganisms

Identifiers

PMID39936906
PMCPMC11921321

What Socratic 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 Socratic graph.