ArticleThe ISME journal2026
Trait-based signatures associated with persistence and thermal benefit in a genomically decayed coral probiotic.
Article in The ISME journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
18 authors.
Funding
Abstract
A key bottleneck in microbiome engineering is ensuring long-term host association of introduced microbes. Selecting probiotic candidates based on evolutionary genomic decay signatures of emerging host dependency offers a potential solution. The Ruegeria strain B4 of population MC10, identified by such signatures, showed persistent coral colonization in a companion study. Whether this persistence translates into measurable host benefit compared to other coral-associated Ruegeria strains, and which mechanisms underlie such benefit, remained unknown. Here we directly compare the probiotic efficacy of MC10-B4 against two sympatric Ruegeria strains isolated from the same coral colony and mucus compartment, controlling for host genotype and microenvironment. MC10-B4 inoculation significantly increased heat stress tolerance in the model cnidarian Aiptasia (Exaiptasia diaphana strain H2), outperforming both controls. To understand the mechanistic basis, we characterized the functional profile of MC10-B4 using integrated multi-omics. The MC10 genome is enriched in host-interaction genes, including siderophore-mediated iron acquisition and exopolysaccharide biosynthesis, confirmed phenotypically by iron scavenging and enhanced biofilm formation. Following exposure to coral tissue extract, MC10-B4 underwent a coordinated "motile-to-sessile" proteomic reprogramming, downregulating flagellar motor components while upregulating flagellin and biofilm regulators. This response was distinct from that of sympatric relatives, which instead mounted a broad upregulation of nutrient acquisition systems. MC10-B4's functional profile, particularly its oxidative stress sensitivity, contrasts with traits favored in conventional probiotic screens. Our results provide mechanistic insight into traits associated with long-term host association and thermal benefit, validating an evolution-guided approach that prioritizes innate colonization potential over pre-defined laboratory functionalities for rational probiotic design.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.