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Interaction of the Salience Network, Ventral Attention Network, Dorsal Attention Network and Default Mode Network in Neonates and Early Development of the Bottom-up Attention System.

Valeria Onofrj, Antonio Maria Chiarelli, Richard Wise, Cesare Colosimo, Massimo Caulo

preprint DOI: 10.21203/rs.3.rs-465657/v1 (opens in new tab)

Study at a glance

AI-extracted from the abstract
Characteristics Observational study
Sample size 88
Population Healthy neonates with gestational age at birth ranging from 28 to 40 weeks
Topics Default mode network
Key findings The ventral attention network, dorsal attention network, and default mode network can infer gestational age at birth from their functional connectivity, and the ventral attention network and salience network may have overlapping roles in bottom-up attention control.

Abstract

Abstract The Salience Network (SN), Ventral Attention Network (VAN), Dorsal Attention Network (DAN) and Default Mode Network (DMN) have shown significant interactions and overlapping functions in bottom-up and top-down mechanisms of attention. In the present study we tested if the SN, VAN, DAN and DMN connectivity can infer the gestational age (GA) at birth in a study group of 88 healthy neonates with GA at birth ranging from 28 to 40 weeks. We also ascertained whether the connectivity within each of the SN, VAN, DAN and DMN is able to infer the average functional connectivity of the others. The ability to infer GA at birth or another network's connectivity was evaluated using a multi-variate data-driven framework. A mediation analysis was performed in order to estimate the transmittance of change of a network’s functional connectivity (FC) over another mediated by the GA.The VAN, DAN and the DMN infer the GA at birth (p<0.05). The SN, DMN and VAN were able to infer the average connectivity over the other networks (p<0.05). Mediation analysis between VAN’s and DAN’s inference on GA found reciprocal transmittance of change of VAN’s and DAN’s connectivity (p<0.05). Our findings suggest that the VAN has a prominent role in the bottom-up salience detection in early infancy and that the role of the VAN and the SN may overlap in the bottom-up control of attention.