IntroductionOur brain is constantly exposed to a wide variety of stimuli, which compete for limited cognitive resources. External stimu li are processed depending on their salience so as to ignore predictable, state and task-irrelevant events while enhancing resource allocation in order to process unexpected or state-and task-relevant events. Efficient prediction of salient stimuli, such as those of rewards, is thus essential for adapting ongoing behaviour. This process requires the ability to learn that a neutral stimulus becomes emotionally endowed owing to its association with primary reinforcement. 1 Behavioural and fMRI studies have demonstrated impairments in patients with psychosis when anticipating reward.2 Relative to controls, behavioural evidence indicated that patients with rst-episode psychosis (FEP) exhibited less reactivity to reward-predicting cues.3 Functional MRI studies during reward prediction have reported reduced activity in diverse brain regions, including the ventral striatum (VS), 4,5 anterior cingulate cortex (ACC), midbrain, thalamus and cerebellum, of unmedicated patients with FEP compared with controls. 5 It has further been shown that VS activation during reward prediction was negatively related to positive psychotic symptoms in patients with FEP. 4,5 Reward processing is critically mediated by dopamine, 6,7 and the VS response to reward-predicting cues is likely triggered by dopamine activity. 8,9 A previous fMRI study in patients with chronic schizophrenia showed that the VS response during reward prediction was reduced only in patients treated with typical antipsychotics, whereas no difference was observed between healthy controls and patients treated with atypical medication. 10 In line with this nding in patients with chronic schizophrenia, the reduced baseline VS activation during reward prediction seen in patients with FEP relative to healthy controls has been reported to be normalized after 6 weeks of monotherapy with atypical antipsychotics.11 The largest improvement in positive symptoms was seen in patients with the highest VS signal increase.11 Although not speci cally during reward processing, a recent resting-state fMRI study in patients Background: Increasing evidence indicates that psychosis is associated with abnormal reward processing. Imaging studies in patients with first-episode psychosis (FEP) have revealed reduced activity in diverse brain regions, including the ventral striatum, insula and anterior cingulate cortex (ACC), during reward prediction. However, whether these reductions in local brain activity are due to altered connectivity has rarely been explored. Methods: We applied dynamic causal modelling and Bayesian model selection to fMRI data during the Salience Attribution Task to investigate whether patients with FEP showed abnormal modulation of connectivity between the ventral striatum, insula and ACC induced by rewarding cues and whether these changes were related to positive psychotic symptoms and atypical antipsychotic medication. Results: The model...