Neural networks. Learning from your neighbour.
Explore the source record for details and available documents.
Brain↗
Biomedical subjects
R Durbin
Publications and source records attributed to R Durbin.
A survey of expressed genes in Caenorhabditis elegans.
As an adjunct to the genomic sequencing of Caenorhabditis elegans, we have investigated a representative cDNA library of 1,517 clones. A single sequence read has been obtained from the 5' end of each clone, allowing its characterization with respect to the public databases, and the clones are being localized on the genome map. The result is the identification of about 1,200 of the estimated 15,000 genes of C. elegans. More than 30% of the inferred protein sequences have significant similarity to existing sequences in the databases, providing a route towards in vivo analysis of known genes in the nematode. These clones also provide material for assessing the accuracy of predicted exons and splicing patterns and will lead to a more accurate estimate of the total number of genes in the organism than has hitherto been available.
Animals↗
Transfection of a glycosylated phosphatidylinositol-anchored folate-binding protein complementary DNA provides cells with the ability to survive in low folate medium.
KB cells express a folate-binding protein that is anchored to the plasma membrane by a glycosylated phosphatidylinositol (GPI) tail and these cells can grow in medium containing a very low folate concentration (1 nM). In contrast, mouse 3T3 cells do not express a membrane-associated folate-binding protein and cannot grow under similar low folate conditions. In these studies, 3T3 cells were transfected with a vector containing the cDNA that codes for the KB cell folate-binding protein. In contrast to the wild-type 3T3 cells, the transfected 3T3 cells express a level of folate-binding protein similar to KB cells, 1 and 1.4 ng/micrograms protein, respectively. The capacity for binding [3H] folate to the surface of transfected 3T3 cells cultured in folate-deficient medium is 7.7 pmol/10(6) cells, and this is approximately 50% of the surface binding capacity of KG cells under similar culture conditions. Moreover, after treatment of the transfected 3T3 cells with phospholipase C specific for phosphatidylinositol, the binding of [3H] folate to the surface of these cells is reduced by 90%, indicating that, like the KB cells, the folate-binding protein is anchored to the plasma membrane by a GPI tail. Although the doubling time of wild-type 3T3 cells markedly increases after 13 d of culture in folate-deficient medium, the doubling time of both the transfected 3T3 cells and KB cells do not change. The results of these experiments indicate that the GPI-anchored folate-binding protein provides a mechanism to maintain a level of folate that permits the folate-dependent metabolic functions necessary for cell survival under low folate conditions.
3T3 Cells↗
A mutant of Sindbis virus with altered plaque morphology and a decreased ratio of 26 S:49 S RNA synthesis in mosquito cells.
When our stock of standard Sindbis virus (SVSTD) is assayed by plaque formation on Aedes albopictus mosquito cells, about 1-2% of the plaques appear much clearer and sharper than the majority of the plaques. One of these clear plaques was picked, grown into a viral stock (SVCP), and used to prepare viral cDNA. Making use of the infectious Sindbis virus plasmid, Toto 1101 (Rice et al., 1987), we mapped the causal mutation for the clear plaque phenotype to a region between nt 7334 and 7716, and by sequencing of the viral RNA identified a mutation at nucleotide 7592. This mutation lies in the junction region of the viral genome, specifically at nucleotide -6, with reference to the initiation site for 26 S RNA synthesis. In SVCP-infected mosquito cells, but not in SVCP-infected chick cells, the ratio of subgenomic 26 S to 49 S (genomic) RNA synthesis was decreased relative to that observed in SVSTD infected cells. In terms of amino acid coding, the SVCP mutation is silent.
Aedes↗
A dimension reduction framework for understanding cortical maps.
We argue that cortical maps, such as those for ocular dominance, orientation and retinotopic position in primary visual cortex, can be understood in terms of dimension-reducing mappings from many-dimensional parameter spaces to the surface of the cortex. The goal of these mappings is to preserve as far as possible neighbourhood relations in parameter space so that local computations in parameter space can be performed locally in the cortex. We have found that, in a simple case, certain self-organizing models generate maps that are near-optimally local, in the sense that they come close to minimizing the neuronal wiring required for local operations. When these self-organizing models are applied to the task of simultaneously mapping retinotopic position and orientation, they produce maps with orientation vortices resembling those produced in primary visual cortex. This approach also yields a new prediction, which is that the mapping of position in visual cortex will be distorted in the orientation fracture zones.
Animals↗
Association of the Sindbis virus RNA methyltransferase activity with the nonstructural protein nsP1.
SVLM21 is a mutant of Sindbis virus, which in contrast to SVSTD, is able to replicate in Aedes albopictus mosquito cells deprived of methionine. We have obtained evidence that the basis of this low methionine-resistance (LMR) phenotype is the generation of an altered RNA methyltransferase with an increased affinity for S-adenosylmethionine (ado met). We now report that following the substitution of the nucleotide sequence, 126-504, from SVLM21 cDNA for the corresponding sequence of the Toto 1101 plasmid (infectious Sindbis viral RNA can be transcribed from this plasmid) we were able to generate recombinant Sindbis virus (SVMS-65a) with the LMR phenotype. (SVTOTO virus derived from Toto 1101, like SVSTD, lacks the LMR phenotype.) As was the case with SVLM21, SVMS-65a not only possessed the LMR phenotype but also showed an increased sensitivity to Neplanocin A, a potent inhibitor of S-adenosylhomocysteine (ado hcy) hydrolase. Sequencing of the nucleotide 126-504 region from SVLM21 revealed two mutations; these mutations occurred in adjacent codons and lead to two predicted amino acid changes in the SV nsPl protein; at residue 87, from Arg to Leu, and at residue 88 from Ser to Cys. Since the nucleotide sequence 126-504 lies entirely within the gene for nsP1, we conclude that the RNA methyltransferase activity generated by SV is associated with nsP1. We suggest that residues 87 and 88 in nsP1, where the amino acid changes in SVLM21 nsP1 have occurred, are at or near the binding site for ado met; we also suggest that these changes in nsP1 are responsible for the increased affinity of the SVLM21 RNA methyltransferase for ado met and thereby for the LMR phenotype. Alternatively, it is possible that the binding site for ado met is elsewhere on nsP1 or even on another protein, and that the changes at residues 87 and 88 lead to an alteration of the binding site.
Animals↗
Image analysis of restriction enzyme fingerprint autoradiograms.
A genome mapping system has been developed that reads and assembles data from clones analysed by restriction enzyme fragmentation and polyacrylamide gel electrophoresis. Input data for the system can be most effectively obtained by the use of a scanning densitometer and image-processing package, such as that described in this article. The image-processing procedure involves preliminary location of bands, cooperative tracking of lanes by correlation of adjacent bands, a precise densitometric pass, alignment of the marker bands with the standard, optional interactive editing, and normalization of the accepted bands.
Animals↗
Software for genome mapping by fingerprinting techniques.
A genome mapping package has been developed for reading and assembling data from clones analysed by restriction enzyme fragmentation and polyacrylamide gel electrophoresis. The package comprises: data entry; matching; assembly; statistical analysis; modelling. Data entry can be either manual or by a semiautomatic system based on a scanning densitometer. The primary emphasis in the analytical routines is on flexibility and interactive convenience, so that the operator has full knowledge of and control over the growing map, but a variety of automatic options are included. The package continually grows to meet the needs of the Caenorhabditis project.
Base Sequence↗
Is there a single pathway for the folding of a polypeptide chain?
We argue that folding of the compact domains of proteins can occur with adequate rapidity in the absence of a unique directed mechanism, provided that native-like local structure dominates the folding process. We further suggest that the evolution of amino acid sequences should favor multiple paths to the folded state. Existing physicochemical and mutational data are not inconsistent with a many-pathway model. The analogy of a jigsaw puzzle, with multiple routes to a unique solution, appears to be particularly apt.
Amino Acid Sequence↗
Monoclonal antibodies to three epitopic regions of feline leukemia virus p27 and their use in enzyme-linked immunosorbent assay of p27.
Three different monoclonal antibodies were developed against the major core protein (p27) of feline leukemia virus (FeLV). Each antibody was directed against a different epitope of the species-specific portion of FeLV-p27. The 3 antibodies reacted with 5 different isolates of FeLV but not with 7 other retroviruses (MuLV (Rauscher), MuLV (AKR), MPMV, MMTV, SMRV, BAEV, RD 114). These monoclonal antibodies could readily be adapted to an enzyme-linked immunosorbent assay (ELISA) for the specific measurement of FeLV-p27. When compared in an ELISA with conventional reagents, the battery of monoclonal antibodies proved to be as sensitive as conventional polyclonal antibodies.
Animals↗
An analogue approach to the travelling salesman problem using an elastic net method.
The travelling salesman problem is a classical problem in the field of combinatorial optimization, concerned with efficient methods for maximizing or minimizing a function of many independent variables. Given the positions of N cities, which in the simplest case lie in the plane, what is the shortest closed tour in which each city can be visited once? We describe how a parallel analogue algorithm, derived from a formal model for the establishment of topographically ordered projections in the brain, can be applied to the travelling salesman problem. Using an iterative procedure, a circular closed path is gradually elongated non-uniformly until it eventually passes sufficiently near to all the cities to define a tour. This produces shorter tour lengths than another recent parallel analogue algorithm, scales well with the size of the problem, and is naturally extendable to a large class of optimization problems involving topographic mappings between geometrical structures.
Algorithms↗