Spatial normalization of brain images and beyond.

The deformable atlas paradigm has been at the core of computational anatomy during the last two decades. Spatial normalization is the variant endowing the atlas with a coordinate system used for voxel-based aggregation of images across subjects and studies. This framework has largely contributed to the success of brain mapping. Brain spatial normalization, however, is still ill-posed because of the complexity of the human brain architecture and the lack of architectural landmarks in standard morphological MRI. Multi-atlas strategies have been developed during the last decade to overcome some difficulties in the context of segmentation. A new generation of registration algorithms embedding architectural features inferred for instance from diffusion or functional MRI is on the verge to improve the architectural value of spatial normalization. A better understanding of the architectural meaning of the cortical folding pattern will lead to use some sulci as complementary constraints. Improving the architectural compliance of spatial normalization may impose to relax the diffeomorphic constraint usually underlying atlas warping. A two-level strategy could be designed: in each region, a dictionary of templates of incompatible folding patterns would be collected and matched in a way or another using rare architectural information, while individual subjects would be aligned using diffeomorphisms to the closest template. Manifold learning could help to aggregate subjects according to their morphology. Connectivity-based strategies could emerge as an alternative to deformation-based alignment leading to match the connectomes of the subjects rather than images.

The lectin binding sites on the membranes of the nuclear envelope, mitochondria and the cell surface of human lymphoblastoid cells.

The membranes of the cell surface, the endoplasmic reticulum, outer and inner mitochondrial leaflet and nuclear envelope were isolated from three human lymphoblastoid cell lines. Membrane components were separated by dodecyl sulfate polyacrylamide gel electrophoresis and the gels incubated with the radioiodinated lectins from lentil, castor bean, scarlet runner bean, gorse seed and Roman snail. After gel slicing and counting, the molecular weights of the lectin binding sites were determined. About 20 glycoproteins were identified as constituents of the plasma membrane, a similar glycoprotein distribution was observed in the endoplasmic reticulum. The outer mitochondrial membrane contained some impurities from the plasma membrane, the inner mitochondrial membrane lacked specific lectin receptors. Two prominent glycoproteins with molecular weights of 70 000 and 60 000 were identified with the castor bean lectin in the nuclear envelope.