Whole mouse brain connectomics.
G Allan JohnsonNian WangRobert J AndersonMin ChenGary P CoferJames C GeeForrest PratsonNicholas TustisonLeonard E WhitePublished in: The Journal of comparative neurology (2018)
Methods have been developed to allow quantitative connectivity of the whole fixed mouse brain by means of magnetic resonance imaging (MRI). We have translated what we have learned in clinical imaging to the very special domain of the mouse brain. Diffusion tensor imaging (DTI) of perfusion fixed specimens can now be performed with spatial resolution of 45 μm3 , that is, voxels that are 21,000 times smaller than the human connectome protocol. Specimen preparation has been optimized through an active staining protocol using a Gd chelate. Compressed sensing has been integrated into high performance reconstruction and post processing pipelines allowing acquisition of a whole mouse brain connectome in <12 hr. The methods have been validated against retroviral tracer studies. False positive tracts, which are especially problematic in clinical studies, have been reduced substantially to ~28%. The methods have been streamlined to provide high-fidelity, whole mouse brain connectomes as a routine study. The data package provides holistic insight into the mouse brain with anatomic definition at the meso-scale, quantitative volumes of subfields, scalar DTI metrics, and quantitative tractography.
Keyphrases
- magnetic resonance imaging
- high resolution
- white matter
- contrast enhanced
- resting state
- randomized controlled trial
- endothelial cells
- functional connectivity
- computed tomography
- electronic health record
- clinical practice
- multiple sclerosis
- diffusion weighted imaging
- big data
- machine learning
- mass spectrometry
- single molecule
- photodynamic therapy
- induced pluripotent stem cells
- ultrasound guided
- simultaneous determination
- case control
- fine needle aspiration
- pluripotent stem cells