Evidence map›Paper›PMID 42056563›Full record

ArticleWorld journal of microbiology & biotechnology2026

Soaking reshapes the structure, function, and co-occurrence patterns of barley surface bacterial communities.

Ziyan Zhao, Xiding Wang, Jia Feng, Shulian Xie, Yichen Qiao, Tong Chen, Guofang Xing, Yang Liu

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Article in World journal of microbiology & biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

8 authors.

Ziyan ZhaoShanxi Key Laboratory for Research and Development of Regional Plants, School of Life Science, Shanxi University, Taiyuan, 030006, China.
Xiding WangShanxi Key Laboratory for Research and Development of Regional Plants, School of Life Science, Shanxi University, Taiyuan, 030006, China.
Jia FengShanxi Key Laboratory for Research and Development of Regional Plants, School of Life Science, Shanxi University, Taiyuan, 030006, China.
Shulian XieShanxi Key Laboratory for Research and Development of Regional Plants, School of Life Science, Shanxi University, Taiyuan, 030006, China.
Yichen QiaoShanxi Hou Ji Laboratory, College of Agricultural, Shanxi Agricultural University, Taiyuan, Shanxi, 030031, China.
Tong ChenShanxi Xinghuacun Fenjiu Distillery Co., Ltd, Taiyuan, 030006, China.
Guofang XingShanxi Hou Ji Laboratory, College of Agricultural, Shanxi Agricultural University, Taiyuan, Shanxi, 030031, China. gfxing@sxau.edu.cn.
Yang LiuShanxi Key Laboratory for Research and Development of Regional Plants, School of Life Science, Shanxi University, Taiyuan, 030006, China. liuy@sxu.edu.cn.

Funding

the Program for Young Scholar Talents of Wenying in Shanxi University 113541143
6 · The paper itself

Abstract

Surface microbiota on cereal grains can influence fermentation outcomes and product quality in food processing. To better understand microbial responses during pre-processing, we analyzed the succession of bacterial communities on barley seeds from four cultivars over five soaking stages (0, 1, 2, 4, and 8 days). Using 16S rRNA gene sequencing, functional prediction, and ecological modeling, we observed a sharp decline in bacterial diversity and a compositional shift toward fermentative Firmicutes, particularly Lactobacillales. Functional profiles indicated reduced metabolic breadth and enhanced expression of fermentation- and transport-related pathways over time. Community assembly analysis indicated increasing dominance of stochastic factors-primarily limited dispersal-over time. Co-occurrence networks became simpler and shifted toward more negative associations over time. Our findings suggest that soaking not only reshapes microbial structure and function but also alters ecological stability, providing a scientific foundation for microbial management strategies in malting, germination, and cereal-based fermentation processes.

Indexed as

BacteriaHordeumMicrobiotaBiodiversityDNA, BacterialFermentationFood HandlingPhylogenyRNA, Ribosomal, 16SSeedsSequence Analysis, DNADNA, BacterialRNA, Ribosomal, 16S16S rRNA sequencingBacterial communitiesBarley seedsCommunity assemblyCo-occurrence networkSoaking

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What OpenQuestion holds

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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 OpenQuestion graph.