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31 results about "Protein folding" patented technology

Protein folding is the physical process by which a protein chain acquires its native 3-dimensional structure, a conformation that is usually biologically functional, in an expeditious and reproducible manner. It is the physical process by which a polypeptide folds into its characteristic and functional three-dimensional structure from a random coil. Each protein exists as an unfolded polypeptide or random coil when translated from a sequence of mRNA to a linear chain of amino acids. This polypeptide lacks any stable (long-lasting) three-dimensional structure (the left hand side of the first figure). As the polypeptide chain is being synthesized by a ribosome, the linear chain begins to fold into its three-dimensional structure. Folding begins to occur even during translation of the polypeptide chain. Amino acids interact with each other to produce a well-defined three-dimensional structure, the folded protein (the right hand side of the figure), known as the native state. The resulting three-dimensional structure is determined by the amino acid sequence or primary structure (Anfinsen's dogma).

Plug-and-play Mi3 protein nanocage fusion protein with VNP6 tag and preparation method and application thereof

The invention provides a plug-and-play Mi3 protein nanocage fusion protein with a VNP6 tag and a preparation method and application of the plug-and-play Mi3 protein nanocage fusion protein, the fusion protein comprises the VNP6 tag, a SpyCatch003 component, a Mi3 protein nanocage and a functional protein sequence, and the VNP6 tag is located at the N end of the fusion protein. The VNP6 peptide sequence or the variant thereof is utilized to induce a vesicle or vesicle-like structure beneficial to protein folding and stabilization in escherichia coli, so that the correct folding rate and activity of recombinant protein are improved while the overall intracellular molecular crowding effect is relieved. The core idea of the invention lies in that the internal structure of cells is regulated at low temperature, and the internal microenvironment of an escherichia coli expression system is optimized, so that protein molecules under high expression load can obtain more reasonable spatial distribution, and the problems of misfolding and aggregation caused by molecular crowding are reduced.
Owner:XIAN JIAOTONG LIVERPOOL UNIV

Artificial intelligence-based enzyme engineering method and system, device, and medium

PCT designated stageWO2026061352A1ProteomicsGenomicsSingle mutationWild type
The present invention relates to the technical field of enzyme engineering. Disclosed are an artificial intelligence-based enzyme engineering method and system, a device, and a medium. The method comprises: on the basis of structural information of an engineered enzyme to be modified, using an inverse protein folding model to obtain a plurality of structurally compatible protein sequences on the basis of a given scaffold structure; on the basis of the plurality of structurally compatible protein sequences, obtaining a mutant amino acid frequency and a wild-type amino acid frequency at each sequence position; and on the basis of the mutant amino acid frequency and the wild-type amino acid frequency at each sequence position and the structural information of said engineered enzyme, as well as a first creation strategy, a second creation strategy, and a third creation strategy, obtaining a single-mutation variant set and a combinatorial-mutation variant set of said engineered enzyme. The present invention enables efficient and low-cost generation of single-mutation and combinatorial-mutation variant sets of an engineered enzyme to be modified, thereby achieving precise and efficient gene editing and effectively expanding the applicability and safety of gene editing.
Owner:INST OF GENETICS & DEVELOPMENTAL BIOLOGY CHINESE ACAD OF SCI

Protein solubility prediction method and system based on GCN and improved attention network

The invention relates to a protein solubility prediction method and system based on GCN and an improved attention network. The method comprises the following steps: constructing a protein sequence data set; the method comprises the following steps: acquiring a protein three-dimensional structure file through AlphaFold3, and constructing a node feature vector; extracting position embedding, bidirectional projection direction features, a cross-node atom pair distance and a rotation relation, and constructing an edge feature vector; extracting global physicochemical property feature vectors of the protein; and constructing protein graph structure data, inputting the data to the graph convolutional network module and the improved graph attention network module, and performing training to obtain a graph convolutional network and an improved attention network model to perform protein solubility prediction. By extracting node and edge features and protein global physicochemical property features, subsequent model training is facilitated; and the two-way projection and the rotation relation enable the model to accurately sense the spatial orientation between residues, so that the model has more quantitative understanding on the protein folding and gathering driving force, and the accuracy of protein solubility prediction is improved.
Owner:HAINAN UNIV

Peptide, droplet-forming kit, droplet-forming method, hydrophobic substance concentration method, and protein folding method

A peptide which is characterized by: (a) dissolving 2 g or more at 20 DEG C in 100 mL of a 50 mM Tris hydrochloric acid buffer solution (pH 7.5) containing 0.3 M sodium chloride; (b) reversibly performing phase change in the Tris hydrochloric acid buffer solution, wherein the transformation temperature is 40-70 DEG C when 2g of the solution is dissolved in 100mL of the Tris hydrochloric acid buffer solution; and (c) when 2 g of the Tris hydrochloric acid buffer solution is dissolved in 100 mL of the Tris hydrochloric acid buffer solution, droplets are formed under the temperature condition above the transition temperature.
Owner:NAT UNIV CORP TOKYO UNIV OF AGRI & TECH

Gene expression cassette for improving CsCE enzyme expression quantity and application

The invention provides a gene expression cassette for improving CsCE expression quantity and application. The gene expression cassette provided by the invention comprises a regulatory element and a target gene, the regulatory element comprises at least one of a coding sequence of dtRNA, a coding sequence of a signal peptide and a coding sequence of a fusion tag, and the target gene comprises a coding sequence of CsCE enzyme. Wherein the dtRNA contributes to keeping the structural stability when the CsCE enzyme is transcribed into mRNA, the signal peptide can promote the secretion of the CsCE enzyme, and the fusion tag can assist the correct folding of the CsCE enzyme, so that the expression of the CsCE enzyme can be synergistically regulated under the three-tube alignment of a DNA transcriptional mRNA layer, a protein secretion layer and a protein folding layer, the expression quantity of the CsCE enzyme can be effectively up-regulated, and the expression quantity of the CsCE enzyme can be effectively up-regulated. Therefore, the volume enzyme activity of the CsCE enzyme is improved, and the CsCE enzyme with higher volume enzyme activity can catalyze lactose to be converted into lactulose in the preparation of lactulose, so that the preparation yield of lactulose is improved.
Owner:INNER MONGOLIA DAIRY TECH RES INST CO LTD +2

Application of HSF1A in preparation of medicine for resisting lung cancer metastasis

The invention discloses application of HSF1A in preparation of a medicine for resisting lung cancer metastasis, and relates to the technical field of anti-tumor medicines. It is found for the first time that HSF1A can be used for inhibiting non-small cell lung cancer metastasis. The HSF1A is specifically combined with a CCT1 subunit ATPase structural domain of a TRIC / CCT compound, so that the protein folding function of the TRIC / CCT compound is interfered, and three key transfer promoting signal channels including YAP, STAT3 and mTOR are inhibited at the same time. In a pulmonary metastatic tumor model constructed by mouse tail intravenous injection, the formation of pulmonary metastatic tumor is obviously reduced by the HSF1A, and the fact that the HSF1A also has strong anti-metastatic capability in an in-vivo environment is proved; the safety is high, and the development and utilization prospects are good. The invention not only provides a new application of the HSF1A, but also provides a new thought and method for adjuvant therapy of cancers.
Owner:FUDAN UNIV SHANGHAI CANCER CENT

Recombinant human III-type triple-helix collagen, recombinant yeast strain for expressing same and construction method of recombinant human III-type triple-helix collagen

The invention belongs to the technical field of gene recombination, and particularly relates to a recombinant human III-type triple helix collagen, a recombinant yeast strain for expressing the recombinant human III-type triple helix collagen and a construction method of the recombinant human III-type triple helix collagen. The amino acid sequence of the recombinant human III-type triple-helix collagen is shown as SEQ ID NO. 1, and the recombinant human III-type triple-helix collagen has triple-helix conformation close to a natural biological structure of collagen and has good application value and potential. According to the recombinant yeast strain disclosed by the invention, human-derived III-type collagen and proline hydroxylase are co-expressed in yeast cells without YPS1 protease, and meanwhile, a gene beneficial to vesicle transport and protein folding is transferred, so that hydroxylation of the recombinant collagen can be realized, a natural triple helix conformation is formed, and the recombinant yeast strain can be used for preparing a recombinant collagen product. The degradation problem of the collagen in the expression process can be solved, and the extracellular secretion expression of the triple helix collagen is realized.
Owner:HANGZHOU XILING BIOTECHNOLOGY CO LTD

Method and device for constructing codon sequence optimization model, medium and program product

The invention aims to provide a method and device for constructing a codon sequence optimization model, a medium and a program product, and the method comprises the steps: constructing graph structure information corresponding to sample protein sequence information based on the sample protein sequence information and corresponding protein three-dimensional structure information, the graph structure information comprises node information matched with each amino acid and side information matched with each amino acid pair; inputting the graph structure information into a codon sequence optimization model of an encoder-decoder architecture to obtain a predicted codon sequence; and based on the predicted codon sequence and the codon sequence corresponding to the sample protein sequence information, combining a corresponding loss function to carry out model optimization, and obtaining a trained codon sequence optimization model. Through the three-dimensional structure of the protein, the model is helped to select codons in a more targeted manner, so that the codon sequence predicted by the model is closer to the actual protein folding process, and the translation speed of amino acid is matched with the folding speed.
Owner:SHANGHAI MOLECULAR HEART INTELLIGENT TECH CO LTD

A fermentation method for improving the structural stability and yield of recombinant human serum albumin

PendingCN122325583ADisulfide bondingSerum protein albumin
The application discloses a fermentation method for improving structural stability and yield of recombinant human serum albumin, and belongs to the technical field of biological fermentation. 600 ≥180, and the living cell rate is greater than or equal to 90%; (2) during a methanol induction period, L-cysteine and L-methionine are added in batches in pulse mode with a mass ratio (0.5-2.0):1, and the final concentration is 0.1%-0.3%. The application promotes correct formation of disulfide bonds by optimizing seed quality and protein folding microenvironment. By using the method, the expression amount of rHSA reaches 24.3 g / L, the monomer purity is greater than or equal to 92%, the free sulfhydryl content is less than or equal to 3%, and the monomer purity reduction rate is less than or equal to 4% after 14 days of accelerated storage at 37 DEG C. The application significantly improves product stability while maintaining high yield, and provides an innovative process for industrialized production of high-quality rHSA.
Owner:TONGHUA ANRATE BIOPHARMACEUTICAL CO LTD

Yeast strain with high yield of cannabinoid synthesis precursor, construction method and application thereof

ActiveCN116875475BFungiCarbon-sulfur lyasesGenetic engineeringCannabinoid synthesis
The application discloses a yeast strain with high yield of cannabinoid synthesis precursors, a construction method and application thereof, and belongs to the technical field of synthetic biology and microorganisms. The application takes Saccharomyces cerevisiae as a host, screens genes participating in protein folding proteins to obtain an engineering strain for improving the yield of OA / OLO, further down-regulates the expression of FAS1 and MvaE enzymes, and then inserts a gene expression cassette CsAAE1-TKS-OA cassette into the rDNA site of the Saccharomyces cerevisiae genome in multiple copies to obtain a genetic engineering strain with improved OA / OLO yield. The application further improves the yield of OA / OLO by optimizing the substrate in the fermentation system, i.e. using a mixed substrate of sodium caproate and ethyl caproate, and the yield of OA / OLO in a 10L fermenter is about 10 mM OA and 10 mM OLO, and the equivalent yield is 2.2 g / L and 1.8 g / L respectively.
Owner:SENRIS BIOTECHNOLOGY (SHENZHEN) CO LTD

A detection kit for improving the diagnostic efficiency of autoimmune encephalitis antibody and a preparation method thereof

This invention relates to a detection kit and preparation method for enhancing the detection efficacy of autoimmune encephalitis (CBA) antibodies. The kit comprises genetically engineered 293T cells stably integrating and co-expressing the eIF2α S52A mutant and HSP70, and transiently transfected with CBA-associated antigens. The preparation method includes constructing a co-expression vector, establishing a stable transfection cell line, stress preconditioning treatment, antigen transfection, and kit assembly. A method for assessing antibody affinity maturation using this kit is also provided. By synergistically modifying detection cells at three levels—translational regulation, protein folding, and anti-apoptosis—the invention significantly increases antigen expression, reduces apoptosis, and improves detection sensitivity and specificity. Furthermore, it integrates antibody affinity assessment into CBA detection for the first time, providing auxiliary information for clinical staging.
Owner:TIANJIN NEW TERRAIN BIOTECHNOLOGY CO LTD

Extraction method of bioactive composite peptide and application of bioactive composite peptide in cosmetics

The invention relates to an extraction method of a bioactive composite peptide and application of the bioactive composite peptide in cosmetics. The composite peptide comprises peptide fragments with 20 specific amino acid sequences and precursor proteins derived from 12 genes, the total relative content is 63.82%, and the collagen related sequence accounts for 22%. A papain digestion combined ultrafiltration purification technology is adopted for extraction, the molecular weight is smaller than 2 kDa, and skin and hair barriers can be conveniently penetrated. The peptide fragments synergistically promote fibroblast activity, extracellular matrix construction and protein folding, are suitable for skin care and hair care products, and realize anti-aging, repair and damaged hair quality improvement. The scheme provided by the invention is clear in component, efficient in extraction and relatively low in cost.
Owner:SHANGHAI FANYI BIOTECHNOLOGY CO LTD +1

Device and method for measuring in-cell protein folding

An apparatus, system, and method for studying protein folding in the native cellular environment is provided. The invention, termed pcIC-FPOP, combines pulse-chase experiments with in-cell protein footprinting coupled to mass spectrometry. This enables very high resolution information on the folding or mis-folding of proteins. The system (100) includes a multi-well plate (110), an incubator (120), a stage (130), a subsystem of reservoirs (172) and pumps (174), a laser source (140) and beam steering optics (150), and a computer system (160) programmed with a control module (162) to control the operation of the laser (140), optics (150), incubator (120), stage (130), or pumps (174), or some combination. This method permits studies that fill gaps in knowledge on protein folding and its role in disease.
Owner:UNIV OF MASSACHUSETTS +1

Construction and application of engineering strain capable of normally growing at 35 DEG C and realizing high yield of xanthan gum

The invention discloses construction and application of an engineering strain capable of normally growing at 35 DEG C and realizing high yield of xanthan gum. The method comprises the following steps: by taking xanthomonas campestris XC1 as an initial strain, carrying out ARTP mutagenesis treatment, and screening a mutant strain which can normally grow under the condition of 35 DEG C; the mutant strain is subjected to multiple rounds of superposition transformation, and multiple physiological restrictions under high temperature stress are systematically broken by sequentially strengthening a protein folding system (grpE-ATGA-dnaK), activating outer membrane stress regulation (rpoE), constructing an anti-oxidation barrier (katB) and strengthening a cell membrane structure (polCDE); the finally obtained engineering strain shows the performance far better than that of an initial strain under the condition of 35 DEG C; the biomass of the strain is increased by 207.7% compared with that of an initial strain XC1, and the yield of xanthan gum is increased by 75.5% and reaches 25.8 g / L, which is consistent with the yield of xanthan gum under the fermentation condition of 28 DEG C.
Owner:SHANGHAI JIAO TONG UNIVERSITY INNER MONGOLIA RESEARCH INSTITUTE

Protein folding agent, protein folding composition, protein folding kit, and protein folding method

Provided is a protein folding agent containing a compound (A) represented by general formula (A). In general formula (A), R1 to R6 are each independently a C1-24 aliphatic hydrocarbon group. Y1and Y2each independently represent a C1-6 aliphatic hydrocarbon group. Moreover, n is an integer of 1 or greater, and Xn- is an n-valent anion. Also provided is a protein folding composition containing the compound (A) and a protein aggregation inhibitor. Furthermore, also provided is a protein folding method including a step (a) for incubating a protein in the presence of the protein folding agent.
Owner:NAT UNIV CORP TOKYO UNIV OF AGRI & TECH

Gene expression cassette for improving CsCE enzyme expression quantity and application

The invention provides a gene expression cassette for improving CsCE expression quantity and application. The gene expression cassette provided by the invention comprises a regulatory element and a target gene, the regulatory element comprises a coding sequence of a fusion tag, and the target gene comprises a coding sequence of CsCE enzyme. The fusion tag can promote the expression quantity of the CsCE enzyme on the level of regulating and controlling protein folding, and the expression quantity of the CsCE enzyme is improved through the synergistic effect of the fusion tag and the CsCE enzyme, so that the volume enzyme activity of the CsCE enzyme is improved, the CsCE enzyme with higher volume enzyme activity can catalyze lactose to be converted into lactulose in the preparation of lactulose, and the lactulose can be used for preparing lactulose. Further, the preparation yield of the lactulose is improved.
Owner:INNER MONGOLIA DAIRY TECH RES INST CO LTD +2

Preparation method of HIV (Human Immunodeficiency Virus) envelope protein gp160

The invention discloses a preparation method of an HIV (Human Immunodeficiency Virus) envelope protein gp160. The preparation method comprises an effective interception and selection mode of amino acid sequences of envelope proteins gp160-I and gp160-II of HIV-I and HIV-II, an optimized nucleotide sequence, an expression plasmid construction method and a purification and preservation method. The gp160-I protein and the gp160-II protein are expressed through mammalian cells, the protein expression efficiency and the protein folding modification accuracy are greatly improved by adding the artificial signal peptide and the JSD promoter, and the gp160-I protein and the gp160-II protein have high biological activity and thermal stability and have the advantages that fermentation is easy to amplify, separation and purification are easy, and the coating use amount is low.
Owner:NANJING JINGDA BIOTECHNOLOGY CO LTD

Application of brazilin in preparation of medicine for inducing endoplasmic reticulum stress of bladder cancer cells

The invention discloses application of brazilin in preparation of a medicine for inducing endoplasmic reticulum stress of bladder cancer cells. Experiments provided by the invention prove that brazilin can inhibit the progress of bladder cancer in vitro and in vivo, and reduce the Khib level of protein enriched in a protein folding pathway, so that endoplasmic reticulum stress is triggered, a PERK-eIF2alpha-ATF4-CHOP axis is activated, and CHOP-mediated cell apoptosis is driven. According to the application disclosed by the invention, the anti-tumor effect of the brazilin is researched by associating with Khib proteome remodeling and endoplasmic reticulum stress-induced apoptosis for the first time, and the research shows that the brazilin can be used for preparing medicines for treating bladder cancer or assisting in postoperative treatment.
Owner:SHANXI CANCER HOSPITAL

Optical fiber mechanical resonance probe sensor and protein folding process monitoring method

The invention discloses an optical fiber mechanical resonance probe sensor and a protein folding process monitoring method. In the sensor, a laser sends a laser signal to an optical fiber grating through a circulator; the driving device drives the fiber bragg grating and the vibration part to synchronously do subharmonic vibration, the grating period of the fiber bragg grating changes periodically in the vibration process, the reflection spectrum of the fiber bragg grating shifts periodically, and after the fiber bragg grating receives the laser signal, the vibration part vibrates; the intensity of the reflected light reversely transmitted to the photoelectric detector through the circulator also changes periodically; the characteristic parameters of the to-be-detected substance inserted into the vibration part are different, and the periodic change degrees of the reflected light intensity are different; the photoelectric detector converts the reflected light into an electric signal, and the analysis device determines the characteristic parameters of the to-be-detected substance according to the intensity change degree of the electric signal. According to the method, accurate and high-sensitivity measurement of characteristic parameters can be realized, fluorophore does not need to be introduced in the protein folding process, and accurate and high-sensitivity artifact-free characterization can be realized.
Owner:CHONGQING UNIV

Protein folding agents, compounds, protein folding methods, pharmaceutical compositions and inhibitors of cytotoxicity caused by transition metals

A protein folding agent which contains at least one compound selected from the group consisting of (A) to (B): (A) a cyclic polyamine that contains one or more thiol groups or disulfide bonds and is capable of bonding to transition metal ions; (B) a compound in which two or more cyclic polyamines (A) are bonded to each other via disulfide bonds between the thiol groups; (C) a complex of the cyclic polyamine of (A) or the compound of (B) with a transition metal ion; (D) a salt of the cyclic polyamine of (A) or the compound of (B); and (E) a solvate of the cyclic polyamine of (A) or the compound of (B).
Owner:NAT UNIV CORP TOKYO UNIV OF AGRI & TECH

Co-translational protein folding simulation

PendingCN122270791AInstrumentsMolecular structuresEngineeringProtein folding
It is an object of the present invention to provide a method for determining a folding trajectory of a given protein comprising: - generating a starting conformation; - defining a metric for assessing the distance between conformations; - generating an array of protein conformations constituting a trajectory. It is another object of the present invention to provide a method for identifying target conformations suitable for testing as targets of a drug discovery program.
Owner:SIBILA BIOTECH AG

Peptide, droplet forming kit, droplet forming method, hydrophobic substance concentration method, and protein folding method

A peptide has the following characteristics (a) to (c): (a) dissolving the peptide at an amount of 2 g or more at 20°C in 100 mL of a 50 mM Tris-HCl buffer (pH: 7.5) containing 0.3 M sodium chloride; (b) undergoing a reversible phase transition in the Tris-HCl buffer, in which a transition temperature when 2 g of the peptide is dissolved in 100 mL of the Tris-HCl buffer is 40°C to 70°C; and (c) forming droplets under a temperature condition at or above the transition temperature when 2 g of the peptide is dissolved in 100 mL of the Tris-HCl buffer.
Owner:NAT UNIV CORP TOKYO UNIV OF AGRI & TECH

Method for identifying intermediates

A method for identifying target protein folding intermediates, suitable to be tested as targets for drug discovery procedures. The method is carried out by means of electronic computing. The method provides a step of modelling a sequence in time of events defining a folding pathway of a protein, which includes modelling and / or calculating structural and / or energy and / or physical-chemical properties of one or more protein folding intermediate states along the folding pathway. Then, the method includes identifying at least one candidate protein folding intermediate, along the modelled folding pathway, based on identification properties, and selecting one or more target protein folding intermediates, among the at least one candidate protein folding intermediate, based on selection properties. The selection properties are related to the druggability of the protein folding intermediate. A related method for in silico drug discovery based on folding intermediate targeting is also provided.
Owner:ISTITUTO NAZIONALE DI FISICA NUCLEARE +2

APP gene humanized mutation vector and preparation method of non-human animal model

PendingCN121204155AStable introduction of DNANucleic acid vectorHumaninMutation Carrier
The invention relates to a preparation method of an APP gene humanized mutation vector and a non-human animal model. The APP gene humanized mutation vector comprises an APP gene knockout vector and an APP gene homologous recombination vector, and the APP gene knockout vector comprises at least one of SEQ ID NO: 1, SEQ ID NO: 2, SEQ ID NO: 3 and SEQ ID NO: 4; the APP gene homologous recombinant vector comprises a part of nucleotide sequence for coding non-human animal APP protein, and the non-human animal APP protein contains human APP protein pathogenic mutation sites which are specifically as shown in SEQ ID NO: 5. Humanized mutation is carried out on the non-human animal APP, the original nature of the in-vivo environment of the non-human animal is maintained to the maximum extent, expression and folding of the gene are facilitated, the situation that protein folding is abnormal and conflicts with existing protein of the non-human animal are caused due to direct insertion of the human APP gene is prevented, and the method is closer to the real pathological process; and a more real and reliable disease model in pathology can be obtained.
Owner:BEIJING LAB ANIMAL RES CENT

A recombinant engineering bacterium for preparing recombinant bovine albumin and its application

The present invention provides a recombinant engineered bacterium for preparing recombinant bovine albumin and its application, relating to the field of genetic engineering technology. The present invention increases the expression level of recombinant bovine albumin by, while expressing recombinant bovine albumin, targetedly knocking out one or more of the protein degradation enzyme genes MKC7 and ULP1, and / or integrating overexpression of one or more of the protein folding-related genes PDI-2 and SHR3 into the strain. The recombinant engineered bacterium of the present invention can significantly increase the yield of recombinant bovine albumin, reaching up to 38.79 g / L. Compared with unmodified recombinant engineered bacteria, the yield is increased by 4.85 times, and has broad application prospects.
Owner:SHANGHAI XINRUITE BIOMEDICAL TECH

A recombinant human type III collagen, its preparation method and application

PendingCN122302038AFibroblastCollagenan
This invention discloses a recombinant human type III collagen, its preparation method, and its applications. The amino acid sequence of the recombinant human type III collagen is shown in SEQ ID NO.1. This invention optimizes the codons for the CHO cell expression system (as shown in SEQ ID NO.2), successfully achieving efficient expression of the recombinant human type III collagen. Furthermore, since CHO cells, as mammalian cells, possess the ability to fold and modify proteins, this facilitates the formation of positive glycosylation modification of the product. Experimental verification shows that the recombinant human type III collagen prepared by this invention exhibits activity in promoting the adhesion, proliferation, and migration of human fibroblasts.
Owner:SHANGHAI FEIYU MEDICAL TECH CO LTD

Transform model-based two-dimensional infrared spectrum protein physicochemical property prediction method and system

The invention provides a two-dimensional infrared spectrum protein physicochemical property prediction method and system based on a Transform model, and the method comprises the steps: firstly constructing a source domain data set which comprises massive static protein conformations and simulative 2D IR spectrums, and training the Transform model to learn a universal spectrum characteristic and physicochemical property mapping rule; and then, by taking the dynamic spectrum data of a small amount of protein folding trajectory as a target domain, carrying out fine adjustment on the Transform model to obtain a target model, so that the target model understands the dynamic evolution law of the physicochemical properties of the protein along with time in the folding process. According to the method, an end-to-end learning process from original two-dimensional infrared spectrum data to protein physicochemical property prediction is established, data modeling and feature association can be automatically completed without manual intervention or feature extraction, and the modeling efficiency and repeatability are greatly improved.
Owner:ANHUI UNIV

Escherichia coli recombinant bacterium capable of producing nano antibody as well as construction method and application of escherichia coli recombinant bacterium

The invention discloses an escherichia coli recombinant strain for producing a nano antibody as well as a construction method and application of the escherichia coli recombinant strain. According to the present invention, three engineering bacteria such as E.coli BL21 (DE3) pET28a-5-D8, E.coli BL21 (DE3) pET28a-PT5-5-D8 and E.coli ArcticExpresses (DE3) pRARE2pET28a-PT5-5-D8 are compared, and it is found that the E.coli BL21 (DE3) pET28a-PT5-5-D8 and the E.coli BL21 (DE3) pET28a-PT5-5-D8 are mainly expressed in a non-soluble manner, while the E.coli ArcticExpresses (DE3) pRARE2pET28a-PT5-5-D8 uses a weak promoter to control the nanometer antibody 5-D8 and replace the expression host, specifically, the Protein folding is promoted, and the soluble expression proportion is increased. In E.coli ArcticExpresses (DE3) pRARE2, the expression quantity of the nano antibody is obviously higher than that of E.coli (DE3), the proportion of soluble protein is further increased, and balance optimization of the expression quantity and solubility is achieved.
Owner:NANOLATTIX BIOTECH CO LTD

Method for predicting protein structure on basis of interactive attraction relationships between low-entropy hydration layers of residue side chains

Provided is a method for predicting a protein structure on the basis of the interactive attraction relationships between low-entropy hydration layers of residue side chains. The method solves the problem of poor prediction performance in existing methods for predicting a protein folding structure. The method realizes the prediction of a protein structure using a water entropic force, wherein 'prediction' refers to the prediction of the secondary structure and tertiary structure of a protein on the basis of the primary structure of the protein; 'water entropic force' refers to the interactive attraction force between low-entropy hydration layers of amino acid residue side chains; 'interactive attraction force' refers to a force in which the entropy increase of low-entropy water molecules in the low-entropy hydration layers drives lateral association between the amino acid residue side chains; and 'lateral association' refers to a state where two residue side chains are nearly parallel to each other. The method is used for predicting the structure of a protein.
Owner:HARBIN INST OF TECH