A push–pull gut–brain signal regulates flexible learning in Caenorhabditis elegans

(PA14) induces aversive learning, and we uncover that the shape of learning curves varies with the virulence of the pathogen. This flexibility is governed by a gut-to-brain neuropeptide signaling pathway that modulates learning dynamics in response to internal physiological state. PA14 exposure upregulates the intestinal neuropeptide FLP-18, which acts on two antagonistic receptors, NPR-5 and NPR-6, in the ADF sensory neurons. NPR-5 promotes ADF activity and accelerates learning, whereas NPR-6 dampens ADF responses and slows learning. Through behavioral assays, calcium imaging, and genetic perturbations, we show that the dynamic balance between these receptor pathways tunes ADF activity and learning progression according to pathogen virulence. Finally, we develop a mathematical model incorporating pathogen intake, FLP-18 dynamics, receptor interactions, and ADF activity, which quantitatively captures the modulation of learning behavior across virulence levels. Together, our findings reveal a push-pull signaling mechanism within the gut-brain axis that translates internal state into flexible behavioral adaptation.