Evidence map›Paper›PMID 40057978›Full record

ArticleThe ISME journal2025

Cellular heterogeneity in metabolism and associated microbiome of a non-model phytoflagellate.

Aditya Jeevannavar, Javier Florenza, Anna-Maria Divne, Manu Tamminen, Stefan Bertilsson

Abstract read
In one paragraph

Article in The ISME journal, 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. Review
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

5 authors.

Aditya JeevannavarDepartment of Biology, University of Turku, 20500 Turku, Finland.
Javier FlorenzaDepartment of Ecology and Genetics, Uppsala University, 752 36 Uppsala, Sweden.
Anna-Maria DivneScience for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University, 752 37 Uppsala, Sweden.
Manu TamminenDepartment of Biology, University of Turku, 20500 Turku, Finland.
Stefan BertilssonDepartment of Aquatic Sciences and Assessment and Science for Life Laboratory, Swedish University of Agricultural Sciences, 756 51 Uppsala, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single-cell transcriptomics is a key tool for unravelling metabolism and tissue diversity in model organisms. Its potential for elucidating the ecological roles of microeukaryotes, especially non-model ones, remains largely unexplored. This study employed the Smart-seq2 protocol on Ochromonas triangulata, a microeukaryote lacking a reference genome, showcasing how transcriptional states align with two distinct growth phases: a fast-growing phase and a slow-growing phase. Besides the two expected expression clusters, each corresponding to either growth phase, a third transcriptional state was identified across both growth phases. Metabolic mapping revealed a boost of photosynthetic activity in the fast growth over the slow growth stage, as well as downregulation trend in pathways associated with ribosome functioning, CO2 fixation, and carbohydrate catabolism characteristic of the third transcriptional state. In addition, carry-over rRNA reads recapitulated the taxonomic identity of the target while revealing distinct bacterial communities, in co-culture with the eukaryote, each associated with distinct transcriptional states. This study underscores single-cell transcriptomics as a powerful tool for characterizing metabolic states in microeukaryotes without a reference genome, offering insights into unknown physiological states and individual-level interactions with different bacterial taxa. This approach holds broad applicability to describe the ecological roles of environmental microeukaryotes, culture-free, and reference-free, surpassing alternative methods like metagenomics or metatranscriptomics.

Indexed as

MicrobiotaBacteriaGene Expression ProfilingPhotosynthesisSingle-Cell AnalysisTranscriptomebacterial communitymicroeukaryoteOchromonas triangulata SSU rRNAsingle-cell transcriptomicssmart-seq2uncharacterized diversity

Identifiers

PMID40057978
PMCPMC11973420

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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.