Evidence map›Paper›PMID 41491676›Full record

ArticleBMC microbiology2026

Interactions between phytoplankton and bacterioplankton communities in Caohai plateau lake, revealed by environmental DNA metagenomics.

Yunchuan Long, Jin Guo, Liangliang Dai, Juan Jiang

Abstract read
In one paragraph

Article in BMC microbiology, 2026. 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

4 authors.

Yunchuan LongGuizhou Key Laboratory of Plateau Wetland Conservation and Restoration, Guizhou Institute of Biology, Guiyang, 550009, People's Republic of China. sculyc@163.com.
Jin GuoGuizhou Key Laboratory of Plateau Wetland Conservation and Restoration, Guizhou Institute of Biology, Guiyang, 550009, People's Republic of China. guojinjudy@163.com.
Liangliang DaiGuizhou Key Laboratory of Plateau Wetland Conservation and Restoration, Guizhou Institute of Biology, Guiyang, 550009, People's Republic of China.
Juan JiangGuizhou Key Laboratory of Plateau Wetland Conservation and Restoration, Guizhou Institute of Biology, Guiyang, 550009, People's Republic of China.

Funding

Guizhou Provincial science and Technology Projects, China QKHPT[2025]015Guizhou Provincial Science and Technology Projects, China QKHJC-ZK[2023]YB233National Natural science Foundation of china 32360036Talent Team Proiect of Guizhou lnstitute of Biology,china QSS2024001
6 · The paper itself

Abstract

Phytoplankton-bacterioplankton interactions critically influence aquatic ecosystem stability, yet their dynamics remain poorly understood in eutrophic plateau lakes. This study employed environmental DNA (eDNA) metagenomics to investigate these cross-kingdom relationships in Caohai Plateau Lake, a vulnerable wetland undergoing macrophyte-to-algae regime shifts, integrating correlation analysis, niche overlap, redundancy analysis (RDA), co-occurrence networks, and neutral community model (NCM). A total of 331 phytoplankton species across 10 phyla were characterized in the phytoplankton community, dominated by Cyanophyta with Microcystis as the representative genus, while bacterioplankton communities were primarily structured by Proteobacteria and Sphingomonas. The assembly of phytoplankton community was primarily driven by stochastic processes (R²>0.90). Co-occurrence network analysis showed phytoplankton interactions were dominated by positive effects (84.25%), whereas bacterioplankton networks exhibited balanced positive and negative effects. Metabolic specialization emerged through LEfSe analysis: phytoplankton specialized in photosynthesis and carbon storage, while bacterioplankton dominated anaerobic respiration (propanoate metabolism). The positive interactions were more prevalent than negative ones; combined with the metabolic complementarity of phytoplankton and bacterioplankton, this suggests that mutualism is more dominant than competition in cross-kingdom interactions. High niche overlap under sufficient nutrients (TP) facilitated species coexistence of phytoplankton and bacterioplankton by minimizing resource competition, thereby promoting stochastic community assembly, while keystone taxa (Cyanothece, Sphingobium) mediated ecosystem stability. This work demonstrates that nutrient enrichment promote stochastic assembly in eutrophic plateau lakes.

Indexed as

BacteriaDNA, EnvironmentalLakesMetagenomicsMicrobial InteractionsPhytoplanktonPlanktonChinaEcosystemDNA, EnvironmentalBacterioplanktonCommunity assemblyEnvironmental DNAPhytoplanktonPlateau wetland

Identifiers

PMID41491676
PMCPMC12772069

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.