自閉症およびその他の神経発達症におけるスケーラブルなデジタル健康研究を加速するためのオープンサイエンスリソース
Micha Hacohen1,2, Adam Levy3, Hadas Kaiser3
1Psychology Department, Ben Gurion University of the Negev, Beer Sheva, Israel.
Abstract:
The Simons Sleep Project (SSP) is an open-science resource designed to accelerate digital health research into sleep and daily behaviors of autistic children. The SSP contains data from Dreem3 EEG headbands, multi-sensor EmbracePlus smartwatches and Withings' sleep mats, as well as parent questionnaires and daily sleep diaries. It contains data from >3,600 days and nights collected from 102 children (aged 10-17 years) with idiopathic autism and 98 of their nonautistic siblings, and enables access to whole-exome sequencing for all participants. Here we present the breadth of available harmonized data and show that digital devices have higher accuracy and reliability compared to parent reports. The data show that autistic children have longer sleep-onset latencies than their siblings and longer latencies are associated with behavioral difficulties in all participants, regardless of diagnosis. The results highlight the advantages of using digital devices and demonstrate the opportunities afforded by the SSP to study autism and develop broad digital phenotyping techniques.
さらに関連する動画
08:30Author Spotlight: Exploring Autism Spectrum Disorder Symptoms in Fruit Flies — Genetic Models and Behavioral Tests
Published on: September 6, 2024
08:42A Familiarization Protocol Facilitates the Participation of Children with ASD in Electrophysiological Research
Published on: July 31, 2017
