ICA-derived cortical responses indexing rapid multi-feature auditory processing in six-month-old infants

التفاصيل البيبلوغرافية
العنوان: ICA-derived cortical responses indexing rapid multi-feature auditory processing in six-month-old infants
المؤلفون: April A. Benasich, Chiara Cantiani, Anna M. Bianchi, Gianluigi Reni, Scott Makeig, Caterina Piazza, Makoto Miyakoshi, Zeynep Akalin-Acar
المصدر: NeuroImage
بيانات النشر: Elsevier BV, 2016.
سنة النشر: 2016
مصطلحات موضوعية: Male, Event-related potential, Sensory processing, Computer science, Cognitive Neuroscience, Speech recognition, medicine.medical_treatment, Independent component analysis, Electroencephalography, Auditory cortex, Sensitivity and Specificity, behavioral disciplines and activities, Article, 050105 experimental psychology, EEG, Infants, Rapid auditory discrimination, Source localization, 03 medical and health sciences, 0302 clinical medicine, Cortex (anatomy), medicine, Humans, 0501 psychology and cognitive sciences, Pitch Perception, Oddball paradigm, Auditory Cortex, Brain Mapping, Principal Component Analysis, medicine.diagnostic_test, 05 social sciences, Infant, Reproducibility of Results, medicine.anatomical_structure, Neurology, Data Interpretation, Statistical, Scalp, Female, Nerve Net, 030217 neurology & neurosurgery
الوصف: The abilities of infants to perceive basic acoustic differences, essential for language development, can be studied using auditory event-related potentials (ERPs). However, scalp-channel averaged ERPs sum volume-conducted contributions from many cortical areas, reducing the functional specificity and interpretability of channel-based ERP measures. This study represents the first attempt to investigate rapid auditory processing in infancy using independent component analysis (ICA), allowing exploration of source-resolved ERP dynamics and identification of ERP cortical generators. Here, we recorded 60-channel EEG data in 34 typically developing 6-month-old infants during a passive acoustic oddball paradigm presenting 'standard' tones interspersed with frequency- or duration-deviant tones. ICA decomposition was applied to single-subject EEG data. The best-fitting equivalent dipole or bilaterally symmetric dipole pair was then estimated for each resulting independent component (IC) process using a four-layer infant head model. Similar brain-source ICs were clustered across subjects. Results showed ERP contributions from auditory cortex and multiple extra-auditory cortical areas (often, bilaterally paired). Different cortical source combinations contributed to the frequency- and duration-deviant ERP peak sequences. For ICs in an ERP-dominant source cluster located in or near the mid-cingulate cortex, source-resolved frequency-deviant response N2 latency and P3 amplitude at 6 months-of-age predicted vocabulary size at 20 months-of-age. The same measures for scalp channel F6 (though not for other frontal channels) showed similar but weaker correlations. These results demonstrate the significant potential of ICA analyses to facilitate a deeper understanding of the neural substrates of infant sensory processing.
تدمد: 1053-8119
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c15e078a5b2f183174416e71d8783286Test
https://doi.org/10.1016/j.neuroimage.2016.02.060Test
حقوق: OPEN
رقم الانضمام: edsair.doi.dedup.....c15e078a5b2f183174416e71d8783286
قاعدة البيانات: OpenAIRE