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Exploring functional connectivity in clinical and data-driven groups of preterm and term adults
Laila Hadaya1,2, František Váša3, Konstantina Dimitrakopoulou4
1Department of Early Life Imaging, School of Biomedical Engineering & Imaging Sciences, King's College London, London SE1 7EH, UK.
Adults born very preterm show altered brain connectivity and behavioral difficulties. Brain network differences in very preterm individuals may increase risk or resilience for later-life challenges, independent of birth status.
Area of Science:
- Neuroscience
- Developmental Psychology
- Cognitive Science
Background:
- Adults born very preterm (<33 weeks' gestation) often experience lasting brain alterations and cognitive/socio-emotional issues.
- Behavioral variability complicates identifying biomarkers for specific outcomes in preterm-born individuals.
Purpose of the Study:
- To investigate brain-behavior heterogeneity in adults based on birth status (very preterm vs. full-term) and data-driven behavioral phenotypes.
- To identify resting-state functional connectivity differences associated with very preterm birth and distinct behavioral profiles.
Main Methods:
- Network Based Statistic analysis of resting-state functional connectivity in adults.
- Subgrouping participants by clinical birth status and by data-driven behavioral clusters.
- Controlling for age, sex, socioeconomic status, and head motion.
Main Results:
- Very preterm adults exhibited poorer cognitive and socio-emotional scores with altered connectivity in default mode, visual, and ventral attention networks.
- Two behavioral subgroups emerged: 'At-Risk' (more difficulties, frontal opercular/insular hypo-connectivity) and 'Resilient' (favorable outcomes).
- No significant interaction between birth status and behavioral subgrouping on functional connectivity was found.
Conclusions:
- Functional connectivity alterations in very preterm adults may contribute to both risk and resilience for behavioral sequelae.
- Localized connectivity differences in the 'At-Risk' group may explain poorer adult outcomes, irrespective of preterm birth.
- Brain connectivity patterns offer insights into diverse adult outcomes, independent of gestational age at birth.
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