PT - JOURNAL ARTICLE AU - Zhu, Mo AU - Mosso, Matthew B. AU - Ma, Xiaoyang AU - Park, Eunsol AU - Barth, Alison L. TI - Long-lasting, subtype-specific regulation of somatostatin interneurons during sensory learning AID - 10.1101/2024.11.19.624383 DP - 2024 Jan 01 TA - bioRxiv PG - 2024.11.19.624383 4099 - http://biorxiv.org/content/early/2024/11/21/2024.11.19.624383.short 4100 - http://biorxiv.org/content/early/2024/11/21/2024.11.19.624383.full AB - Somatostatin (SST)-expressing inhibitory neurons are a major class of neocortical γ-amino butyric acid (GABA) neurons, where morphological, electrophysiological, and transcriptomic analyses indicate more than a dozen different subtypes. However, whether this diversity is related to specific roles in cortical computations and plasticity remains unclear. Here we identify learning-dependent, subtype-specific plasticity in layer 2/3 SST neurons of the mouse somatosensory cortex. Martinotti-type, SST neurons expressing calbindin-2 show a selective decrease in excitatory synaptic input and stimulus-evoked calcium responses as mice learn a stimulus-reward association. Using these insights, we develop a label-free classifier using basal activity from in vivo imaging that accurately predicts learning-associated response plasticity. Our data indicate that molecularly-defined SST neuron subtypes play specific and highly-regulated roles in sensory information processing and learning.Competing Interest StatementThe authors have declared no competing interest.