Traditional holobiont research has largely focused on bacterial taxonomy, often overlooking the functional diversity among strains within a taxon. Using a phenotype-first approach, we evaluated the responses of lettuce (Lactuca sativa L.) to culture-enriched rhizosphere microbial communities (transplanted inocula; RMs) derived from three stress-tolerant Mediterranean species: Juniperus phoenicea (JP), Rosmarinus officinalis (RO), and Pistacia lentiscus (PL). Responses were assessed by growth and physiological measurements together with untargeted LC–MS metabolomics on pooled leaf samples. The JP- and PL-derived RMs significantly increased average leaf mass, and all three produced healthy plant phenotypes, whereas only PL-RM significantly enhanced aboveground biomass, with higher leaf mass per area and maintained photosystem II quantum yield despite lower stomatal conductance. Metabolomic analysis revealed a consistent decrease in phenylpropanoids and resistance-associated alkaloids across all inoculated plants, consistent with a shift between primary and defense-related metabolism; PL-RM specifically promoted protective flavonoids, apocarotenoids, and tryptophan-derived alkaloids, whereas JP-RM and RO-RM reduced primary carbohydrates without increasing biomass, possibly reflecting altered carbon allocation. Overall, the three inocula, each from a single donor community, elicited distinct physiological and metabolic responses. By linking plant phenotypes to microbiome-induced metabolic shifts, this host-centered framework offers a scalable strategy for comparing microbiomes and selecting those suited to a given research objective.
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Jaoudé et al. (2026) studied this question.
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