PT  - JOURNAL ARTICLE
AU  - VR Karolis
AU  - SP Fitzgibbon
AU  - L Cordero-Grande
AU  - SR Farahibozorg
AU  - AN Price
AU  - EJ Hughes
AU  - AE Fetit
AU  - V Kyriakopoulou
AU  - M Pietsch
AU  - MA Rutherford
AU  - D Rueckert
AU  - JV Hajnal
AU  - AD Edwards
AU  - J O’Muircheartaigh
AU  - EP Duff
AU  - T Arichi
TI  - Maturational networks of fetal brain activity
AID  - 10.1101/2022.06.14.495883
DP  - 2022 Jan 01
TA  - bioRxiv
PG  - 2022.06.14.495883
4099  - http://biorxiv.org/content/early/2022/09/28/2022.06.14.495883.short
4100  - http://biorxiv.org/content/early/2022/09/28/2022.06.14.495883.full
AB  - A key feature of the fetal period is the rapid emergence of organised patterns of spontaneous brain activity. However, characterising this process in utero using functional MRI is inherently challenging and requires analytical methods which can capture the constituent developmental transformations. Here, we introduce a novel analytical framework, termed “maturational networks”, that achieves this by conceptualising functional networks as an emerging property of the developing brain. Compared to standard network analysis methods that assume consistent patterns of connectivity across development, our method incorporates age-related changes in connectivity directly into network estimation. This enables us to reveal the richness of emerging functional connections and the hierarchy of their maturational relationships in the in-utero brain with unprecedented anatomical specificity. We show that the associative areas play a central role within prenatal functional architecture, therefore indicating that functional connections supporting high-level human cognition start emerging even prior to exposure to the extra-utero environment.Competing Interest StatementThe authors have declared no competing interest.