Enhancing studies of the connectome in autism using the autism brain imaging data exchange II.
Adriana Di MartinoDavid O'ConnorBosi ChenKaat AlaertsJeffrey S AndersonMichal AssafJoshua Henk BalstersLeslie BaxterAnita BeggiatoSylvie BernaertsLaura M E BlankenSusan Y BookheimerB Blair BradenLisa ByrgeFrancisco X CastellanosMirella DaprettoRichard DelormeDamien A FairInna FishmanJacqueline FitzgeraldLouise GallagherR Joanne Jao KeehnDaniel P KennedyJanet E LainhartBeatriz LunaStewart H MostofskyRalph-Axel MüllerMary Beth NebelJoel T NiggKirsten O'HearnMarjorie SolomonRoberto ToroChandan J VaidyaNicole WenderothTonya WhiteRichard C CraddockCatherine LordBennett LeventhalMichael P MilhamPublished in: Scientific data (2017)
The second iteration of the Autism Brain Imaging Data Exchange (ABIDE II) aims to enhance the scope of brain connectomics research in Autism Spectrum Disorder (ASD). Consistent with the initial ABIDE effort (ABIDE I), that released 1112 datasets in 2012, this new multisite open-data resource is an aggregate of resting state functional magnetic resonance imaging (MRI) and corresponding structural MRI and phenotypic datasets. ABIDE II includes datasets from an additional 487 individuals with ASD and 557 controls previously collected across 16 international institutions. The combination of ABIDE I and ABIDE II provides investigators with 2156 unique cross-sectional datasets allowing selection of samples for discovery and/or replication. This sample size can also facilitate the identification of neurobiological subgroups, as well as preliminary examinations of sex differences in ASD. Additionally, ABIDE II includes a range of psychiatric variables to inform our understanding of the neural correlates of co-occurring psychopathology; 284 diffusion imaging datasets are also included. It is anticipated that these enhancements will contribute to unraveling key sources of ASD heterogeneity.
Keyphrases
- autism spectrum disorder
- resting state
- functional connectivity
- intellectual disability
- magnetic resonance imaging
- attention deficit hyperactivity disorder
- high resolution
- rna seq
- contrast enhanced
- cross sectional
- electronic health record
- white matter
- big data
- small molecule
- computed tomography
- single cell
- mental health
- drinking water
- photodynamic therapy
- machine learning