Evidence map›Paper›PMID 40653544›Full record

ArticleScientific reports2025

A digital plating platform for robust and versatile microbial detection and analysis.

Tianbao Hu, Xue Han, Lei Wu, Bangyong Sun, Gang Li

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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

5 authors.

Tianbao HuKey Laboratory of Optoelectronic Technology and Systems, Defense Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Ministry of Education, Chongqing University, Chongqing, 400044, China.
Xue HanKey Laboratory of Optoelectronic Technology and Systems, Defense Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Ministry of Education, Chongqing University, Chongqing, 400044, China.
Lei WuState Key Lab of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China.
Bangyong SunSchool of Future Technology, Xinjiang University, Urumqi, 830017, China.
Gang LiKey Laboratory of Optoelectronic Technology and Systems, Defense Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Ministry of Education, Chongqing University, Chongqing, 400044, China. gang_li@cqu.edu.cn.

Funding

National Natural Science Foundation of China 61771078 and 62404194Natural Science Foundation of Xinjiang Uygur Autonomous Region 2023D01C179Xinjiang Tianchi Yingcai Youth Doctoral Project 51052300578
6 · The paper itself

Abstract

Traditional plate culturing remains the "gold standard" in microbiology labs, but it is hindered by labor-intensive workflows, prolonged incubation times, and limited single-cell resolution. labor-intensive, time-consuming, and resource-heavy. Herein, we propose a digital plating (DP) platform that integrates the principles of traditional plate culturing with cutting-edge digital bioassay technology, enabling rapid isolation, quantification, and phenotypic characterization of microorganisms. The DP consists of a high-density picoliter microwell array chip covered with a replaceable agar sheet. In the DP platform, bacterial suspension is partitioned into a high-density picoliter microwell array chip via a self-pumping mechanism and incubated after covering with a specific nutrient- or/and chemical-laden agar sheet. Thanks to the replaceability of the agar cover "plate", the DP allows flexible change of the microenvironment in picowells for culturing or screening microbes, which significantly extends its application range. Meanwhile, the DP platform enables precise bacterial quantification within hours, significantly faster than conventional plate culturing (e.g., in the case of Escherichia coli, 6-7 h for the DP vs. 16-24 h for traditional methods). The platform's versatility is demonstrated through (i) single-cell isolation from mixed microbial communities, (ii) selective enrichment using differential media, (iii) rapid antibiotic susceptibility testing (< 6 h), and (iv) quantitative assessment of microbial interactions. By combining digital quantification with agar-based workflows, the DP platform bridges the gap between high-throughput microfluidics and practical laboratory routines, offering a scalable, cost-effective solution for clinical diagnostics, environmental microbiology, and synthetic biology.

Indexed as

BacteriaEscherichia coliAntibiotic susceptibility testingDigital platingIdentificationIsolationMicrobial interactionRecovery

Identifiers

PMID40653544
PMCPMC12256600

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.