Evidence map›Paper›PMID 41744505›Full record

ArticlemSystems2026

Disentangling drivers of cross-domain microbial β-variations in intertidal mudflats.

Xiaofan Gong, Xia Liu, Kai Ma, Jiayin Zhou, Wen Song, Yueyue Li, Qichao Tu

Abstract read
In one paragraph

Article in mSystems, 2026. 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

7 authors.

Xiaofan GongInstitute of Marine Science and Technology, Shandong University, Qingdao, China.ORCID 0009-0006-4603-9201
Xia LiuInstitute of Marine Science and Technology, Shandong University, Qingdao, China.
Kai MaInstitute of Marine Science and Technology, Shandong University, Qingdao, China.
Jiayin ZhouInstitute of Marine Science and Technology, Shandong University, Qingdao, China.
Wen SongInstitute of Marine Science and Technology, Shandong University, Qingdao, China.
Yueyue LiInstitute of Marine Science and Technology, Shandong University, Qingdao, China.
Qichao TuInstitute of Marine Science and Technology, Shandong University, Qingdao, China.ORCID 0000-0002-3245-7545

Funding

National Key Research and Development Program of China 2020YFA0607600National Natural Science Foundation of China 32371598, 31971446, 92051110
6 · The paper itself

Abstract

Understanding how different microbial groups respond to broad environmental gradients is essential for revealing the processes that structure microbial diversity. In this study, we comparatively investigate the ecological drivers that shape β-diversity across different microbial domains/kingdoms (bacteria, archaea, fungi, and protists) in intertidal mudflats along a broad climatic gradient, spanning ~18,000 km along the Chinese coastline. Distinct latitudinal β-diversity patterns are observed for different microbial domains/kingdoms. Null model analyses reveal significant deviations in β-diversity from null expectations across all microbial domains, with bacterial and archaeal β-diversity primarily associated with the γ-diversity or regional species pools, whereas fungal and protist communities were more strongly shaped by local community assembly processes. Homogeneous selection is the predominant assembly process, with varied relative influence of environmental variables across different domains/kingdoms as revealed by db-RDA. These findings underscore the importance of domain-specific ecological processes in shaping microbial biogeography and highlight the need for comparative frameworks across microbial groups to understand biodiversity patterns along environmental gradients.IMPORTANCEUnderstanding the spatial distribution of biodiversity is a fundamental goal in ecology, yet most microbial studies focus on single domains. This study provides a comprehensive comparison of bacteria, archaea, fungi, and protists along an ~18,000 km latitudinal gradient in intertidal mudflats. We reveal that these microbial domains do not follow a unified diversity pattern but are instead governed by distinct ecological drivers. Bacteria and archaea are strongly influenced by regional species pools, whereas fungal and protist communities are primarily shaped by local stochastic processes such as dispersal limitation. These findings highlight the importance of organismal traits (e.g., body size) in shaping community assembly. This work emphasizes the necessity of establishing a multi-domain framework to accurately predict how Earth's complex microbiomes respond to environmental changes.

Indexed as

ArchaeaBiodiversityFungiMicrobiotaBacteriaSeashorecommunity assemblyenvironmental heterogeneitygamma diversitylatitudinal β-variationsmicrobial domainsmudflat intertidesregional species pool

Identifiers

PMID41744505
PMCPMC13011393

What OpenQuestion 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 OpenQuestion graph.