Evaluating Head Models for Cortical Source Localization of the Face-Sensitive N290 Component in Infants

Brain Topogr. 2022 Jul;35(4):398-415. doi: 10.1007/s10548-022-00899-9. Epub 2022 May 11.

Abstract

Accurate cortical source localization of event-related potentials (ERPs) requires using realistic head models constructed from the participant's structural magnetic resonance imaging (MRI). A challenge in developmental studies is the limited accessibility of participant-specific MRIs. The present study compared source localization of infants' N290 ERP activities estimated using participant-specific head models with a series of substitute head models. The N290 responses to faces relative to toys were measured in 36 infants aged at 4.5, 7.5, 9, and 12 months. The substitutes were individual-based head models constructed from age-matched MRIs with closely matched ("close") or different ("far") head measures with the participants, age-appropriate average template, and age-inappropriate average templates. The greater source responses to faces than toys at the middle fusiform gyrus (mFG) estimated using participant-specific head models were preserved in individual-based head models, but not average templates. The "close" head models yielded the best fit with the participant-specific head models in source activities at the mFG and across face-processing-related regions of interest (ROIs). The age-appropriate average template showed mixed results, not supporting the stimulus effect but showed topographical distributions across the ROIs like the participant-specific head models. The "close" head models are the most optimal substitute for participant-specific MRIs.

Keywords: Event-related potentials; Face processing; Head models; Infant; Source analysis.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Cerebral Cortex* / diagnostic imaging
  • Cerebral Cortex* / physiology
  • Evoked Potentials* / physiology
  • Facial Recognition* / physiology
  • Humans
  • Infant
  • Magnetic Resonance Imaging
  • Models, Neurological*
  • Reproducibility of Results
  • Temporal Lobe / diagnostic imaging
  • Temporal Lobe / physiology