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Biomedical subjects

G Auda

Publications and source records attributed to G Auda.

4 recordsLinked to original sources

Modular neural networks: a survey.

Modular Neural Networks (MNNs) is a rapidly growing field in artificial Neural Networks (NNs) research. This paper surveys the different motivations for creating MNNs: biological, psychological, hardware, and computational. Then, the general stages of MNN design are outlined and surveyed as well, viz., task decomposition techniques, learning schemes and multi-module decision-making strategies. Advantages and disadvantages of the surveyed methods are pointed out, and an assessment with respect to practical potential is provided. Finally, some general recommendations for future designs are presented.

Biology↗

Measurement of complement activation products in patients with chronic rheumatic diseases.

Measurement of the complement activation products C1s:C1-inh, C3bP and C5b-9 by ELISA in plasma samples from normals, rheumatoid arthritis (RA) and systemic lupus erythematosis (SLE) patients showed significantly elevated levels in the two patient groups (P less than 0.0001 for C1s:C1-inh, C3bP and C5b-9) compared to normals. In seropositive RA patients there were significant correlations between the levels of the three complement activation complexes and IgM-RF, IgG-RF and IgA-RF. However, IgM-RF did not interfere with any of the ELISA systems. Mean levels of C1s:C1-inh, C3bP and C5b-9 were the same in paired plasma and synovial fluids; however, C3bP levels in the paired samples did not correlate with one another by rank. Our conclusions are that: (a) elevated plasma levels of these complement activation products are detectable in rheumatic diseases; (b) plasma levels of these complement activation products are related to Rheumatoid factor (RF) levels in seropositive RA patients; and (c) IgM-RF does not influence these solid-phase ELISA procedures.

Antibodies↗

Purification and characterization of RHP (factor H) and study of its interactions with the first component of complement.

RHP has been purified from the plasma of both normal individuals and patients with rheumatoid arthritis (RA). RHP from both these sources was shown to be identical with Factor H by reaction with antisera and N-terminal amino acid sequence analysis. Factor H, from both normal and RA sera, inhibited the solubilization of immune precipitates but did not affect prevention of immune precipitation. Factor H was shown to inhibit the haemolytic activity of fluid-phase C1, but unlike C1-inhibitor, it had little effect on C1 bound to EA (EAC1). Factor H was shown to complex with intact C1, to isolated C1q and to the C1r:C1s tetramer. However, binding of factor H to C1 did not dissociate the C1 macromolecule. A C1-Factor H complex was detected in the serum and plasma from normal individuals and patients with systemic lupus erythematosus and RA. Serum levels of this complex were reduced, by EDTA-treatment of serum and by activation of complement by the classical pathway.

Arthritis, Rheumatoid↗