List of neuroscience databases
A number of online neuroscience databases are available which provide information regarding gene expression , neurons , macroscopic brain structure, and neurological or psychiatric disorders. Some databases contain descriptive and numerical data, some to brain function, others offer access to 'raw' imaging data, such as postmortem brain sections or 3D MRI and fMRI images. Some focus on the human brain, others on non-human.
As the number of databases that seek to disseminate information about the structure, development and function of the brain has grown, so has the need to collate these resources themselves. As a result, there now exist databases of neuroscience databases, some of which reach over 3000 entries.[ 1]
Neuroscience databases
Name
Description
Organism
Level (gene, neuron, macroscopic)
Data (MRI, fMRI, images, descriptive, numerical)
Disorder
Register to view data?
Ref.
A Virtual Library for Behavioral Performance in Standard Conditions – Rodent Spontaneous Activity in an Open Field during Repeated Testing and after Treatment with Drugs or Brain Lesions
Research using an animal model of obsessive-compulsive disorder employed a standardized paradigm where the behavior of rats in a large open field was video recorded for 55 min on each test.
Rat
Macroscopic
Video
Obsessive-compulsive disorder
No
[ 2]
Allen Brain Atlas
Atlas, stained sections from brains showing development and gene expression
Mouse, Human
Macroscopic, Gene
Images
Healthy
No
[ 3]
Alzheimer's Disease Neuroimaging Initiative (ADNI)
Structural MRI images
Human
Macroscopic
MRI datasets
Healthy and Alzheimer's disease
Yes
[ 4]
Big Brain
3D reconstruction of complete brain from cell-body stained histology sections at 20 micron isotropic resolution
Human
Microscopic
Images
Healthy
No
[ 5]
BIRN fMRI and MRI data
fMRI, MRI scans and atlases for human and mouse brains
Mouse, Human
Multilevel: brain regions, connections, neurons, gene expression patterns
MRI datasets, fMRI datasets
Healthy, Elderly
No
Bipolar Disorder Neuroimaging Database
Meta-analysis and database of MRI studies
Human
Macroscopic
Descriptive, numerical
Bipolar Disorder
No
[ 6]
Brain Architecture Management System
Online resource for information about neural circuitry
Rat, mouse, human
Multilevel: brain regions, connections, neurons, gene expression patterns
Descriptive, numerical
Healthy
No
Brain Cloud
Gene expression in the human prefrontal cortex
Human
Gene expression patterns
Descriptive, numerical
Healthy
No
Brain-CODE
A multi-modal, cross-disorder platform for integrated neuroscience research and data by the Ontario Brain Institute .
Human, Animal
Multimodal datasets (clinical, imaging, molecular, etc.)
Descriptive, numerical, imaging, molecular, genetics
Neurodevelopmental, Cerebral Palsy, Epilepsy, Depression, Neurodegeneration, Concussion
Yes
[ 7]
Brain-Development.org
Structural MRI images and Atlases
Human
Macroscopic
MRI datasets
Fetuses, healthy and prematurely born neonates
Yes
[ 8]
Braingraph.org
Braingraphs computed from the Human Connectome Project data
Human
Macroscopic, up to 1015 nodes
directed and undirected graphs in anatomically annotated GraphML format
Healthy
No
[ 9]
Braininfo
Atlas, schematic atlas of Macaca fascicularis
Macaque
Macroscopic
Schematic images
Healthy
Yes
Brain Machine Interface Platform
Different types of data related to brain machine interface
Human, Monkey
Macroscopic, Neuron
Images, Numerical
Healthy
No
BrainMap.org
fMRI coordinate database
Human
Macroscopic
Descriptive
Healthy
Yes
[ 10]
BrainMaps
Atlas, high resolution stained sections from brains
Human, primate and non-primate (14 species in all)
Neuron and Macroscopic
Images
Healthy
No
[ 11]
Brain/MINDS Dataportal
Atlas, in-vivo and ex-vivo MRI scans, ECoG recordings
Common Marmoset, Human
Macroscopic
Images
Healthy
No
[ 12]
Brede Database
fMRI and PET coordinate database
Human
Macroscopic
Descriptive
Healthy
No
[ 13]
Brainmuseum.org / MSU Brain Biodiversity Bank
Atlas, stained sections from brains and MRI images
Human and 62 other species
Macroscopic
Images
Healthy
No
Brainomics/Localizer
fMRI and MRI scans, behavioral data
Human
Macroscopic
Images, Numerical
Healthy
No
[ 14]
BuzLabDB: The Buzsaki Lab Databank
Electrophysiological recordings performed in freely moving rats and mice collected by investigators in the Buzsaki Lab
Mice and rats
Multiscale
Spike trains, LFP, Raw ephys data
Healthy
No
[ 15] [ 16]
Caltech Subcortical Atlas
MRI scans
Human
Macroscopic
MRI
Healthy
No
[ 17]
Cambridge Centre for Ageing and Neuroscience (Cam-CAN)
MRI, fMRI, MEG data for ~700 population-derived healthy adults aged 18–88
Human
Macroscopic
Images, Descriptive, Numerical
Healthy
No
[ 18]
The Cancer Imaging Archive
MRI, CT, and PET imaging of cancer patients with supporting clinical data (in many cases)
Human
Macroscopic
Images, Descriptive, Numerical
Cancer
No
[ 19]
Cerebellar Development Transcriptome Database
Atlas, stained sections from mouse brains showing cerebellar development and gene expression
Mouse
Macroscopic, Gene
Images
Healthy
No
[ 20]
Collaborative Research in Computational Neuroscience (CRCNS.org)
Many kinds of neuroscience results that are relevant for modeling
Human and several other species
Multiscale
Spike trains, LFP, MUA, MRI
Healthy
Yes
DANDI: Distributed Archives for Neurophysiology Data Integration
cellular neurophysiology data including electrophysiology, optophysiology, and behavioral time-series, and images from immunostaining experiments
Human and several other species
Multiscale
Spike trains, LFP, MUA, MRI
Healthy
Database for Reaching Experiments And Models (DREAM)
Reaching data (behavioral, generalization, adaptation, learning, spike, fMRI, uncertainty)
Human and monkey
Macroscopic
Kinematic, Spike, fMRI
Healthy
Yes
The fMRI Data Center
fMRI datasets from published studies
Human
Macroscopic
fMRI datasets
Healthy
Yes
[ 21]
GLIMPS Project (GLucose IMaging in Parkinsonian Syndromes)
International FDG-PET scan neurodegenerative disease database
Human
Macroscopic
FDG-PET images
Parkinson's disease (PD), Alzheimer's disease (AD), multiple system atrophy (MSA), progressive supranuclear palsy (PSP), etc.
Yes
Hippocampome Portal
Circuitry, neural types, electrophysiology
Adult human
Neuron
Cell morphology, electrophysiology, region makeup, connectivity
Healthy
Yes
[ 22] [ 23]
IBA: Infant Brain Atlas
Infant brain atlases from 2 weeks to 2 years of age
Human infants
Macroscopic, microscopic, brain regions
MRI
Healthy
No
[ 24]
International Epilepsy Electrophysiology Database (IEEG.org)
EEG, metadata, imaging, annotations on data
Humans and animal models of epilepsy
EEG, local fields, micro-ECoG
Electrophysiology
Non-healthy, several healthy
Yes
International Neuroimaging Data-sharing Initiative (INDI)
Functional connectivity data from many different groups
Invertebrates (47 species in all)
Macroscopic
Functional connectivity
Healthy, non-healthy
Yes
Invertebrate Brain Platform
Photos of dissections of invertebrates nervous systems
Invertebrates (47 species in all)
Macroscopic
Photos
Healthy
No
In vivo human phantom
Ultrahigh resolution MRI data of a single participant including 150 μm ToF angiography, 250 μm T1-weighted MPRAGE, 330 μm QSM, 450 μm T2-weighted TSE, 800 μm DTI, one hour continuous 1.8 mm rs-fMRI and structural data acquired over more than a decade
Human
Mesoscopic
Structural MRI with various contrasts, microstructure MRI and functional MRI
Healthy
No
[ 25]
JuBrain atlas
Probabilistic cytoarchitectonic 3D maps of the human brain
Human
Mesoscopic
Structural
Healthy
No
[ 26] [ 27]
Kymata Atlas
Functional atlas of the human cortex
Human
Macroscopic
Functional
Healthy
No
[ 28]
Major Depressive Disorder Neuroimaging Database
Meta-analysis and database of MRI studies
Human
Macroscopic
Descriptive, numerical
Major Depressive Disorder
No
[ 29]
Marmoset Gene Atlas
Gene expression in the common marmoset whole brain
Common Marmoset
Macroscopic, Gene
Images
Healthy
No
[ 30]
Mouse Brain Library
Atlas, stained sections from mouse brains
Mouse
Macroscopic
Images
Healthy
No
[ 31]
MouseLight
Complete, whole-brain reconstructions
Mouse
Neuron
Cell morphology, projectome connectivity
Healthy
No
[ 32]
NeuroData
Volumetric datasets, atlases, and connectomics research
Multiple
Multiscale
Images (3D, 4D)
Various
No
Neuroelectro.org
Electrophysiology of neurons
Human, others
Neuron
Electrophysiological properties and data
Healthy
No
[ 33]
Neuromorpho.org
3D models of real neurons
Human, rat , mouse , monkey , others
Neuron
Images and 3D data
Healthy
No
[ 34]
Neuromorphometrics.com
Manually labeled MRI Brain Scans
Human
Macroscopic
T1-weighted MRI, labeled volumes
Healthy
No
NeuronDB
Database of Neuron properties and classification
Human
Neuron
Descriptive
Healthy
No
[ 35]
Neuroimaging Tools and Resources Collaboratory (NITRC)
Award-winning free collaboratory with over 1000 neuroinformatics software tools, imaging datasets, and community resources including forums and events.
Human, mouse, rat, other
Microscopic, macroscopic
Datasets
Healthy and diseased
No
Open Access Series of Imaging Studies (OASIS)
Structural MRI images
Human
Macroscopic
MRI datasets
Healthy and Alzheimer's disease
Yes
[ 36]
Open Connectome Project
Database of different circuitry frameworks and neuroimaging datasets, including volumetric datasets, atlases, and connectomics research
Human, mouse, bat, zebrafish, insect, other
Multilevel: brain regions, connections, neurons, gene expression patterns
Images and 3D data
Healthy
No
[ 37]
openfnirs
a meta-database specific to fNIRS data. The “Openfnirs meta-database” (https://openfnirs.org/data/ ) is a part of the openfnirs initiative whose mission is to foster the development of an fNIRS ecosystem and to promote the open dissemination of fNIRS hardware and software, as well as provide access to resources, documentation and training opportunities for fNIRS users.
Human
Macroscopic
fNIRS (Functional_near-infrared_spectroscopy )
Healthy and eventually various diseases
No
[ 38]
OpenNeuro
Large and diverse collection of raw data from various research studies distributed under permissive licenses (CC0 and CC BY ). All datasets are formatted according to the same format (Brain Imaging Data Structure ) and can be accessed via Amazon S3 .
Human
Macroscopic
Functional, structural, diffusion MRI, and Magnetoencephalography datasets
Healthy and various diseases
No
[ 39]
Open MEG Archive (OMEGA)
Magnetoencephalography , structural MRI datasets, and demographics
Human
Macroscopic
MEG, T1 MRI datasets, demographic data
Healthy, ADHD , Traumatic brain injury
Yes
[ 40]
The PAIN Repository
Structural, Diffusion and Functional MRI datasets
Human
Human Macroscopic
MRI datasets and Metadata
Healthy and Pain Conditions
Yes
[ 41]
Pig Brain Atlas
Pig Brain Atlas is a three-dimensional MRI-based averaged brain and atlas of the neonatal piglet (Sus scrofa).
Pig (Sus scrofa)
Macroscopic
Structural MRI
Healthy
Yes
[ 42]
Primate Cell Type Database
PrimateDatabase.com, a publicly available web-accessible archive of intracellular patch clamp recordings and highly detailed three-dimensional digital reconstructions of neuronal morphology.
Non-human primate and human
Neuron
Electrophysiology, Morphology and 3-d Reconstructions
Healthy
No
SchizConnect
SchizConnect is an open, public search-and-download virtual database for schizophrenia neuroimaging (MRI) images and related data.
Human
Macroscopic
Structural, Diffusion and Functional MRI datasets, cognitive and clinical assessments
Schizophrenia (+ siblings), Bipolar Disorder, Controls (+ siblings)
Yes
[ 43]
Temple EEG Database
Over 30,000 clinical EEGs and accompanying neurologist reports
Human
Macroscopic
EEG
Healthy and various diseases
Yes
[ 44]
Ultrahigh resolution T1-weighted whole brain MR dataset
T1-weighted MR data acquired using prospective motion correction at an ultrahigh isotropic resolution of 250 μm.
Human
Mesoscopic
Structural MRI dataset including scanner's raw to processed data
Healthy
No
[ 45]
UNC-Wisconsin Neurodevelopment Rhesus MRI Database
Structural and Diffusion Weighted MRI images in Native and Atlas Space
Macaque
Macroscopic
MRI datasets
Healthy
No
Whole Brain Atlas
Atlas, Structural MRI images and PET images
Human
Macroscopic
Images
Healthy and various diseases
No
NeuroVault
Unthresholded statistical maps from MRI and PET studies.
Human
Macroscopic
Images
Healthy and various diseases
No
[ 46]
Databases of neuroscience databases
Name
Description
Organism
Level (gene, neuron, macroscopic)
Data (MRI, fMRI, images, descriptive, numerical)
Disorder
Register to view data?
Ref.
Neuroscience Information Framework
A meta database of neuroscience-relevant data incorporating over 100 databases.
Human, mouse, rat, worm
Microscopic, macroscopic
Datasets
Healthy and diseased
No
[ 47]
Neuroscience article aggregators
Neuroscience feed at RightRelevance.[ 48]
See also
References
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