RESEARCH ARTICLE Characterizing functional pathways of the human olfactory system Guangyu Zhou1*, Gregory Lane1, Shiloh L Cooper1, Thorsten Kahnt1,2, Christina Zelano1* 1Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, United States; 2Department of Psychology, Weinberg College of Arts and Sciences, Northwestern University, Evanston, United States Abstract The central processing pathways of the human olfactory system are not fully understood. The olfactory bulb projects directly to a number of cortical brain structures, but the distinct networks formed by projections from each of these structures to the rest of the brain have not been well-defined. Here, we used functional magnetic resonance imaging and k-means clustering to parcellate human primary olfactory cortex into clusters based on whole-brain functional connectivity patterns. Resulting clusters accurately corresponded to anterior olfactory nucleus, olfactory tubercle, and frontal and temporal piriform cortices, suggesting dissociable whole-brain networks formed by the subregions of primary olfactory cortex. This result was replicated in an independent data set. We then characterized the unique functional connectivity profiles of each subregion, producing a map of the large-scale processing pathways of the human olfactory system. These results provide insight into the functional and anatomical organization of the human olfactory system. DOI: https://doi.org/10.7554/eLife.47177.001 Introduction *For correspondence: The human sense of smell serves a variety of important functions in everyday life (Bushdid et al.,
[email protected] (GZ); 2014; Devanand et al., 2015; McGann, 2017). It is used to monitor the safety of inhaled air
[email protected] (CZ) (Pence et al., 2014) and edibility of food (Yeomans, 2006).