Evidence map›Paper›PMID 41378890›Full record

ArticleApplied and environmental microbiology2026

From currents to water masses: fine-scale insights into microbial biogeography in the Kuroshio-Oyashio Extension region.

Rong Huang, Yulin Zhang, Lulu Han, Ronghua Liu, Xinyi Zhai, Ke Zeng, Guodong Song, Honghai Zhang, Peng Yao, Zhaohui Chen and 2 more

Abstract read
In one paragraph

Article in Applied and environmental microbiology, 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

12 authors.

Rong Huang *Frontiers Science Center for Deep Ocean Multispheres and Earth System, and College of Marine Life Sciences, Ocean University of China, Qingdao, China.
Yulin Zhang *Frontiers Science Center for Deep Ocean Multispheres and Earth System, and College of Marine Life Sciences, Ocean University of China, Qingdao, China.ORCID 0009-0004-1475-5444
Lulu HanKey Laboratory of Marine Chemistry Theory and Technology (Ministry of Education), Ocean University of China, Qingdao, China.
Ronghua LiuFrontiers Science Center for Deep Ocean Multispheres and Earth System, and College of Marine Life Sciences, Ocean University of China, Qingdao, China.
Xinyi ZhaiFrontiers Science Center for Deep Ocean Multispheres and Earth System, and College of Marine Life Sciences, Ocean University of China, Qingdao, China.
Ke ZengFrontiers Science Center for Deep Ocean Multispheres and Earth System, and College of Marine Life Sciences, Ocean University of China, Qingdao, China.
Guodong SongKey Laboratory of Marine Chemistry Theory and Technology (Ministry of Education), Ocean University of China, Qingdao, China.
Honghai ZhangKey Laboratory of Marine Chemistry Theory and Technology (Ministry of Education), Ocean University of China, Qingdao, China.
Peng YaoKey Laboratory of Marine Chemistry Theory and Technology (Ministry of Education), Ocean University of China, Qingdao, China.
Zhaohui ChenKey Laboratory of Physical Oceanography, Ministry of Education, Ocean University of China, Qingdao, China.
Jiwen LiuFrontiers Science Center for Deep Ocean Multispheres and Earth System, and College of Marine Life Sciences, Ocean University of China, Qingdao, China.ORCID 0000-0001-9453-2670
Xiao-Hua ZhangFrontiers Science Center for Deep Ocean Multispheres and Earth System, and College of Marine Life Sciences, Ocean University of China, Qingdao, China.ORCID 0000-0002-7428-7775

Funding

China Postdoctoral Science Foundation 2025M770890China Postdoctoral Science Foundation GZC20241611Fundamental Research Funds for the Central Universities 202072001Fundamental Research Funds for the Central Universities 202172002National Natural Science Foundation of China 42576108
6 · The paper itself

Abstract

The Kuroshio-Oyashio Extension (KOE) region is a highly variable region in the North Pacific Ocean, characterized by strong environmental gradients and multi-scale oceanographic processes. However, the fine-scale impact of these currents and associated water masses on microbial communities remains poorly understood. Here, high-resolution samples from 18 to 24 layers were collected along a transect in the KOE region in 2021, with 16S rRNA gene amplicon sequencing and environmental parameter measurements conducted to investigate the Kuroshio-Oyashio influence on microbial communities. Strong regional and vertical variations in environmental parameters and microbial communities were observed, with main horizontal regional differentiations confined to the upper 500 m. Photoautotrophic and oligotrophic taxa (e.g., SAR11 clade and

Indexed as

BacteriaSeawaterBiodiversityDNA, BacterialPacific OceanPhylogenyPhylogeographyRNA, Ribosomal, 16SDNA, BacterialRNA, Ribosomal, 16SKuroshio–Oyashio Extension (KOE) regionmicrobial communitywater mass

Identifiers

PMID41378890
PMCPMC12838210

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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.