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Compulsive-like alcohol drinking (CLAD), where intake persists despite adverse consequences, is often a core facet of alcohol use disorder. Recent work sheds light on underlying mechanisms, but much remains unknown about CLAD etiology. Previously, we showed that projections from anterior insula (aINS), a central mediator of emotion, motivation, and interoception, promote CLAD in rodents, and heavy human drinkers exhibit similar insula-circuit recruitment under compulsion-like conditions. However, global aINS inhibition also reduces alcohol-only drinking (AOD), and one major obstacle is the lack of information on aINS firing patterns that could promote different aspects of intake. Here, we recorded single-unit activity in right aINS from 15 rats during AOD or CLAD (10mg/L or 60mg/L quinine in alcohol). Neurons with a sustained-increase or sustained-decrease phenotype (SIP, SDP) showed no firing differences across drinking conditions. In contrast, aINS neurons with a phenotype of strong firing increase at initiation of responding (IRP) showed significantly greater activity across the rest of licking during CLAD versus AOD, concurring with our previous behavioral findings suggesting quick evaluation and response strategy adjustment under CLAD. There were also no condition-related differences in firing-phenotype abundance. Further, total responding only correlated with abundance of SDP cells, but SDP firing returned to baseline during pauses in licking, while IRP and SIP sustained responding through pauses in licking. Thus, only aINS cells with a particular strong firing at licking onset showd greater sustained responding under …