Despite the discovery of gene variants linked to memory performance, understanding the genetic basis of adult human memory remains a challenge. Here, we devised an unsupervised framework that relies on spatial correlations between human transcriptome data and functional neuroimaging maps to uncover the genetic signatures of memory in functionally-defined cortical and subcortical memory regions.
Despite the discovery of gene variants linked to memory performance, understanding the genetic basis of human memory remains a challenge. Here, we devised a framework combining human transcriptome data and a functional neuroimaging map to uncover the genetic signatures of memory in functionally-defined cortical and subcortical memory regions. Results were validated with animal literature and our framework proved to be highly effective and specific to the targeted cognitive function versus a control function. Genes preferentially expressed in cortical memory regions are linked to associative learning and ribosome biogenesis. Genes expressed in subcortical memory regions are associated with synaptic signaling and epigenetic processes. Cortical and subcortical regions share a number of memory-related biological processes and genes, e.g. translational initiation and GRIN1. Thus, cortical and subcortical memory regions exhibit distinct genetic signatures that potentially reflect functional differences in health and disease, and propose gene candidates for the targeted treatment of memory disorders.
The dorsolateral prefrontal cortex (DLPFC) is composed of multiple anatomically-defined regions involved in higher-order cognitive processes, including working memory and selective attention. It is organized in an anterior-posterior global gradient, where posterior regions track changes in the environment, while anterior regions support abstract neural representations. However, whether the global gradient results from a smooth gradient that spans regions, or an overall trend emerging from the organized arrangement of functionally distinct regions is unknown. Here, we provide evidence to support the latter, by analyzing single-neuron activity along the DLPFC of non-human primates trained to perform a memory-guided saccade task with an interfering distractor. Additionally, we show that the posterior DLPFC plays a particularly important role in working memory, in sharp contrast with the lack of task-related responses in the anterior DLPFC. Our results validate the functional boundaries between anatomically-defined DLPFC regions and highlight the heterogeneity of functional properties across regions.
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