Resting state aperiodic slope predicts Research Domain Criteria Social Processes in young typically developing adults
Ford, T. C.; Hill, A. T.; Parrella, N.-F.; Kirkovski, M.; Donaldson, P.; Enticott, P. G.
Show abstract
The aperiodic exponent of the electrophysiological signal has been utilised to demonstrate differences in brain excitation-inhibition in ageing, cognition, and neuro- and psycho-pathology. Furthermore, excitation-inhibition imbalance has been associated with social communication difficulties in clinical and non-clinical cohorts. No work to date, however, has explored the association between aperiodic activity and social communication difficulties. A total of 40 neurotypical young adults aged 18-24 (24 female; age mean = 21.6, SD = 1.9) each underwent 5 minutes of eyes open and eyes closed resting state electroencephalography using a 64-channel HydroCel Geodesic Sensor Net. Participants also completed Research Domain Criteria social processes measures: Social Responsiveness Scale, Reading the Mind in the Eyes task, and Penn Emotional Recognition Task. Sex differences in aperiodic exponent and offset were observed, with larger exponent and greater offset observed in males, suggestive of greater inhibitory tone. Whole-brain, as well as left and right social brain, aperiodic exponent were moderately correlated with Social Responsiveness Scale Social Communication Index, but not Reading the Mind in the Eyes or Penn Emotional Recognition tasks. However, the correlations between aperiodic exponent and Social Responsiveness Scale Social Communication Index did not survive multiple comparisons correction, and regression models demonstrated that neither aperiodic exponent or offset were significantly predictive of social processes outcomes. These preliminary data provide some evidence that increased aperiodic activity may be associated with social communication difficulties, however, larger samples are needed to validate these initial findings.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Neural Correlates of Eye Contact and Social Function in Autism Spectrum Disorder 95%
- Differentiating electrophysiological indices of internal and external performance monitoring: Relationship with perfectionism and locus of control 94%
- Infant low-frequency EEG cortical power, cortical tracking and phase-amplitude coupling predicts language a year later. 94%
Similar papers in this journal
- Atypical Mediofrontal Theta Oscillations Underlying Cognitive Control in Kindergarteners with Autism Spectrum Disorder 95%
- Decoding the neural basis of sensory phenotypes in Autism 94%
- Intranasal oxytocin improves interoceptive accuracy and heart-beat evoked potentials in a cardiac interoceptive task 93%
Similar papers in this journal
- Sex-specific effects of early life unpredictability on hippocampal and amygdala responses to novelty in adolescents 93%
- Acculturative orientations among Hispanic/Latinx caregivers in the ABCD Study: Associations with caregiver and youth mental health and youth brain function 93%
- Functional connectivity in the social perception pathway at birth is linked with attention to faces at 4 months 93%
Similar papers in this journal
- Neural Correlates of Positive and Negative Valence System Dysfunction in Adolescents Revealed by Data-Driven Parcellation and Resting-State Network Modeling 93%
- Resting-State Amygdala Subregion and Precuneus Connectivity Provide Evidence for a Dimensional Approach to Studying Social Anxiety Disorder 93%
- ROC Analysis of Biomarker Combinations in Fragile X Syndrome-Specific Clinical Trials: Evaluating Treatment Efficacy via Exploratory Biomarkers 93%
Similar papers in this journal
- Patients Recovering from COVID-19 who Presented Anosmia During their Acute Episode have Behavioral, Functional, and Structural Brain Alterations 93%
- Transdiagnostic Neural Signatures in common Pediatric Psychiatric Disorders: a data-driven meta-analysis of functional neuroimaging studies 93%
- Physiological synchrony promotes cooperative success in real-life interactions 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.