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54 results about "Molecular Technique" patented technology

Method for identifying structure of yeast colony of Daqu starter or fermented grain of distilled spirit by using denaturing gradient electrophoresis

The invention relates a method for identifying a structure of a yeast colony of a Daqu starter or a fermented grain of distilled spirit by using denaturing gradient electrophoresis, which belongs to the field of microbial ecological techniques. The method comprises the following steps: extracting a genome DNA of the Daqu starter or fermented grain sample of the distilled spirit by using a bead milling method; by designing a general DGGE primer of yeasts in a common wine-making microbe, performing PCR amplification on a specific specificity DNA segment in a yeast ribosome; separating corresponding DNA segments of different varieties by DGGE electrophoresis; gel-cutting and recovering straps corresponding to preponderant microbes; performing the PRC application again, connecting a T carrierand selecting a positive clone; and after re-comparison by the DGGE electrophoresis, checking orders and identifying microbe information corresponding to gel-cutting straps. The method adopts a molecular technique without depending on cultivation, and has the characteristics of simplicity, convenience, quick speed, sensitivity and the like; besides, the method provides a detection method for identifying the structure of the yeast colony of the Daqu stater or the fermented grain of the distilled spirit, and further provides a reference frame for developing wine-brewing microbes oriented to distilled spirit flavors with different odor types.
Owner:JIANGNAN UNIV

Molecular attribute determination method and device, electronic equipment and storage medium

The invention discloses a molecular attribute determination method and device, electronic equipment and a storage medium, belonging to the technical field of molecules. The method comprise the following steps: S1, representing molecular attribute data of each labeled molecule and molecular structure data of each unlabeled molecule by using molecular topological structure diagrams; S2, inputting the molecular topological structure diagrams of all the labeled and unlabeled molecules into a pre-constructed teacher model, and training all the molecular topological structure diagrams by utilizing semi-supervised learning to obtain parameters of a teacher model; S3, migrating the parameters of the teacher model to a pre-constructed student model; S4, adjusting the student model by using labeledmolecules; S5, using the adjusted student model to assign labels to all the unlabeled molecules to obtain a labeled molecule set; S6, feeding back the labeled molecular set to the teacher model; and S7, repeatedly executing the steps S2 to S6 until the teacher model and the student model are both converged, and predicting molecular attributes by utilizing the converged student model. According tothe invention, the attributes of unknown molecules can be accurately predicted.
Owner:UNIV OF SCI & TECH OF CHINA

Directional molecule generation method based on graph neural network

PendingCN113140267AEnsure chemical validityMolecular designNeural architecturesAlgorithmGraph generation
The invention relates to a directed molecule generation method based on a graph neural network, and relates to the technical field of material molecules. Comprising the following steps: converting an organic molecular structure graph into a molecular graph in a topological mapping mode, and taking embedded representation of the molecular graph as input of a graph neural network model; through a graph neural network model, learning the molecular graphs based on a message propagation process, including representations of nodes and edges in the molecular graphs; the generated representations are learned through a graph neural network so that various decisions can be made in the graph generation process; in the decision-making process, the new structure is added to the existing graph in a form conforming to the organic molecule chemical rule, and the probability of the addition event depends on the historical graph derivation process of the graph. The finally generated novel molecules are confirmed through chemical valence constraint, and the chemical effectiveness of the generated molecules can be ensured. According to the method, effective novel molecular structures with chemical properties similar to those of original molecules can be generated aiming at an organic molecule database.
Owner:BEIJING UNIV OF CHEM TECH

Quality control standard substance and quality control method for microorganism high-throughput DNA sequencing data

The invention discloses a quality control standard substance and a quality control method for microorganism high-throughput DNA sequencing data. The quality control standard substance is an artificially synthesized polynucleotide sequence, the size of a nucleic acid molecule is 5Kb, the nucleic acid molecule is composed of five 1Kb fragments, the five 1Kb fragments can have A (5, 5) free combination modes, and different combination connection is carried out by adopting an overlap extension PCR molecular technology. According to the quality control method, the quality control standard substanceis utilized, and thus the quality control of factors such as laboratory management, personnel, detection experiments and bioinformatics analysis which influence the NGS detection result can be realized; meanwhile, errors caused by confusion of sample numbers in the sequencing process are prevented, and the test accuracy is improved; the quality control standard substance and a quality control method can be more effectively applied to various fields utilizing the high-throughput sequencing technology, the sequencing stability and accuracy can be effectively evaluated, and the sequencing data analysis reliability is ensured.
Owner:NAT INST FOR FOOD & DRUG CONTROL

A method for rapid detection of carbendazim-resistant Sclerotinia strains based on lamp technology

The invention discloses an LAMP (loop-mediated isothermal amplification)-based method for rapid detection of a sclerotinia sclerotiorum strain with high resistance to carbendazim. The method can be used for dynamic monitoring and epidemic warning of field sclerotinia sclerotiorum for a carbendazim resistance group, and is a molecular technique established based on LAMP and used for rapid detection of the sclerotinia sclerotiorum strain with high resistance to the carbendazim. According to the detection method, two pairs of LAMP specific primers are designed on beta-tubulin (comprising 198 amino acid mutation sites) of the sclerotinia sclerotiorum strain with high resistance to the carbendazim, and LAMP is performed; whether the strain is the sclerotinia sclerotiorum strain with high resistance to the carbendazim is determined according to the color of a reaction product; if the color is sky blue (an amplification product exists), the strain is the sclerotinia sclerotiorum strain with high resistance to the carbendazim; and if the color is purple (the amplification product does not exist), the strain is the sclerotinia sclerotiorum strain sensitive to the carbendazim. The method is simple, convenient, fast and low in cost, and has important practical significance for sclerotinia sclerotiorum resistance monitoring and rational drug use.
Owner:NANJING AGRICULTURAL UNIVERSITY
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