Evidence map›Paper›PMID 40270584›Full record

ArticleISME communications2025

Deciphering the key stressors shaping the relative success of core mixoplankton across spatiotemporal scales.

Zhicheng Ju, Sangwook Scott Lee, Jiawei Chen, Lixia Deng, Xiaodong Zhang, Zhimeng Xu, Hongbin Liu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ISME communications, 2025. 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

7 authors.

Zhicheng JuDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong SAR, 000000, China.
Sangwook Scott LeeDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong SAR, 000000, China.
Jiawei ChenDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong SAR, 000000, China.
Lixia DengDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong SAR, 000000, China.
Xiaodong ZhangDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong SAR, 000000, China.
Zhimeng XuDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong SAR, 000000, China.
Hongbin LiuDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong SAR, 000000, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Deciphering the spatiotemporal dynamics and relative competitive advantages of trophic functional traits under multiple stressors has been a long-standing challenge. Here, we integrated the core taxa identification with robust simulation modeling to reveal key environmental factors influencing the three core trophic groups (autotroph, heterotroph, and mixotroph), with a particular focus on mixoplankton. Temporally, core mixoplankton exhibited a higher relative proportion in spring and winter in contrast to core heterotrophs and a more uniform spatial distribution pattern. While seasonal patterns were observed in the environmental responses of the trophic groups, temperature, dissolved oxygen (DO), and nitrate (NO

Indexed as

core taxageneralized additive mixed modelkey stressorsmixoplanktonoptimal nichetrophic modes

Identifiers

PMID40270584
PMCPMC12017963

What OpenQuestion holds

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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.