Similarity in Functional Connectome Architecture Predicts Teenage Grit

Abstract

Grit is a personality trait that encapsulates the tendency to persevere and maintain consistent interest for long-term goals. While prior studies found that grit predicts positive behavioral outcomes, there is a paucity of work providing explanatory evidence from a neurodevelopmental perspective. Based on previous research suggesting the utility of the functional connectome as a developmental measure, we tested the idea that individual differences in grit might be, in part, rooted in brain development in adolescence and emerging adulthood (N = 64, 11-19 years of age). Our analysis showed that grit was associated with connectome stability across conditions and connectome similarity across individuals. Notably, inter-subject representational similarity analysis revealed that teenagers who were grittier shared similar functional connectome architecture with each other, more so than those with lower grit. Our findings suggest that gritty individuals are more likely to follow a specific neurodevelopmental trajectory, which may underpin subsequent beneficial behavioral outcomes. Statement of RelevanceMaintaining consistent effort and passion for long-term, personally meaningful goals - often referred to as grit - is suggested to be associated with a wide range of positive outcomes such as academic achievement, career success and subjective well-being. Although grit has gained substantial amount of interest not only in the academia but also from the general population, only a handful of studies have examined its neural underpinnings. Here, we examined whether putative developmental measures using whole-brain functional connectivity patterns (i.e., functional connectome) explain individual differences in grit. Using publicly available developmental neuroimaging dataset ranging from early adolescence to emerging adulthood, we found that functional connectome stability within individuals and similarity between individuals uniquely explained self-reported grit. Confirmatory analyses demonstrated the existence of common neural representations shared among gritty teenagers, which were unveiled during movie-watching. These findings highlight that grit may be embedded in the functional connectome architecture during adolescence and emerging adulthood.