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56 results about "Interaction site" patented technology

Protein function prediction model generation, protein function prediction method and device

The invention discloses a protein function prediction model generation method, a protein function prediction model generation device, a protein function prediction method and a protein function prediction device. The protein function prediction model generation method comprises the following steps: obtaining an amino acid sequence characteristic matrix of a training protein; obtaining a first characteristic matrix based on the amino acid sequence characteristic matrix of the training protein, wherein the first characteristic matrix corresponds to an interaction site in an amino acid sequence of the training protein; training a pre-constructed initial model according to the first characteristic matrix and a data label corresponding to the first characteristic matrix to obtain a protein function prediction model, wherein the amino acid sequence characteristic matrix comprises deep layer characteristics of a training protein amino acid sequence. The method has the advantages that the ambiguity of the surface characteristics of the amino acid sequence is avoided. The functional characteristics of the training protein can be expressed more accurately. The interference of amino acid residues irrelevant to the protein interaction capability in the amino acid sequence on protein function prediction is eliminated, so that the prediction accuracy and precision are improved.
Owner:NEUSOFT CORP

Preparation and application of tetraethylenepentamine carbon quantum dot/monomer co-bonded silica gel hydrophilic chromatography stationary phase

The invention discloses a preparation method of a tetraethylenepentamine carbon quantum dot/monomer co-bonded silica gel chromatographic packing. The preparation method comprises the following steps:reacting tetraethylenepentamine (TEPA) serving as a precursor substance and a medium with citric acid to prepare a mixture of functionalized carbon quantum dots (TEPACDs) and a TEPA monomer; and carrying out silanization treatment on the functionalized carbon quantum dots TEPACDs, and bonding the silanized functionalized carbon quantum dots TEPACDs to the surface of silica gel to prepare the silica gel chromatographic stationary phase Sil-TEPA/CDs formed by co-bonding of the TEPACDs and the TEPA monomer. Material characterization experiments show that the bonding amount of surface functional groups of the Sil-TEPA/CDs is large, and rich interaction sites can be provided for chromatographic separation of samples. Chromatographic separation experiments show that the hydrophilic chromatographic stationary phase Sil-TEPA/CDs prepared by the invention has good hydrophilic chromatographic selectivity, and has an excellent separation effect on basic nucleoside, amino acids and ginsenoside.
Owner:LANZHOU INST OF CHEM PHYSICS CHINESE ACAD OF SCI
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