54 results about "Cell behaviour" patented technology

The invention relates to the technical field of medical image analysis, in particular to a CAR-T cell culture monitoring system based on image recognition, which comprises a cell region division module, a cell morphology analysis module, a cell behavior dynamic analysis module and a cell population collaborative monitoring module. According to the method, through cell image gradient intensity analysis, refined cell edge detection and dynamic adjustment of a segmentation threshold value, high-precision extraction of cell boundaries is ensured, noise interference is avoided, cell shapes, textures and geometric features are refined, the identification degree of morphological features is improved, and tiny changes of cell morphologies are accurately captured; dynamic tracking and trend evaluation are carried out on cell behaviors based on adjacent frame images, tiny dynamic changes such as cell division, aggregation and migration are accurately reflected, excessive smoothness in the dynamic process is avoided, cell population behavior monitoring is combined with interaction and corresponding speed calculation, the population synergistic effect change trend is comprehensively evaluated, and the cell population behavior monitoring effect is improved. And finer cell culture environment optimization and clinical research support are provided.

The invention provides a method for distinguishing cell activity behaviors in a culture medium under the assistance of a computer, and relates to the technical field of cell image processing, and the method comprises the following steps: obtaining a target microscopic image of a target cell at the current moment, extracting the static characteristics of the target cell in the target microscopic image, and if the recognition confidence is lower than a first threshold value, determining that the target cell is a cell activity behavior; if yes, calling a historical image sequence of an area where the target cell is located; at least N candidate images are obtained through screening in the historical image sequence, time sequence dynamic characteristics of the target cells are obtained based on the candidate images, and the time sequence dynamic characteristics comprise the motion trail, the motion speed, the morphological change related to the activity behavior and the periodic change condition presented by the target cells within a certain time period; and combining the time sequence dynamic characteristics with the static characteristics, and carrying out activity behavior matching to obtain activity behaviors of the target cells. According to the method, the robustness and the accuracy of cell behavior recognition in a complex culture environment are remarkably improved through static-dynamic feature fusion.

The present invention provides a simulation method, a simulation device, and a simulation program. A method for simulating a cell in which the electrolyte is a molten salt, the simulation method involving simulating the behavior of the cell and including a process for raising the temperature of the molten salt.

Systems, devices, and methods for processing, analyzing, and classifying biological data sets and generation of cell profiles are provided herein. The data set may include multiple omics data. Some embodiments may include using machine learning to train classifiers of raw multi-omics data and incorporate systematic biological knowledge to understand cellular behavior and cellular status at biomolecular levels.

The invention discloses a construction method of a model for predicting an esophageal squamous cell carcinoma intervention effect. The construction method comprises the following steps: acquiring detection data of a predictive factor in a sample; the predictive factors at least comprise the content or the expression level of a depletion marker of a functional CD8 T cell in a sample and the content or the expression level of a C1QC + macrophage immune checkpoint molecule; and predicting the intervention effect of the esophageal squamous cell carcinoma according to the detection data of the predictive factor. Establishing a space proteomics map of a complex space tissue of a tumor microenvironment (TME) during treatment; key spatial features which are related to specific cell behaviors and influence treatment results are determined and layered; a powerful prediction model of drug response is developed by utilizing a machine learning technology, and the area under curve (AUC) can reach 97%.

The invention relates to an automatic microfluid cell culture system and method integrated with artificial intelligence, and belongs to the field of biomedical engineering. Through a modular micro-fluidic chip and an advanced monitoring algorithm, efficient and automatic management of a cell culture process is realized. The system analyzes cell behaviors in real time by utilizing machine learning, automatically adjusts culture conditions, and ensures consistency and stability of cell growth. The application of the digital microfluidic technology allows accurate control of single cells or microspheres, and optimizes the high-throughput screening process. In addition, the system supports 3D cell culture and organoid model construction, and provides an experimental platform closer to physiological conditions. Through integration of automatic operation and remote monitoring functions, cell culture is more convenient and controllable, and the efficiency and accuracy of biomedical research and drug screening are remarkably improved. The design of the system pays attention to environmental protection and sustainability, resource consumption is reduced, and innovativeness and practicability in a cell culture technology are shown.

Provided herein are systems, devices, and methods for processing, analyzing, and classifying biological data sets and generation of cell profiles. The data sets may include multi-omic data. Some embodiments may include the use of machine learning in training a classifier of raw multi-omic data and incorporating system biology knowledge to understand cellular behavior and cell status at the biomolecular level.

The invention discloses application of a reagent for detecting a predictive factor in preparation of a product for predicting an intervention effect of a patient with esophageal squamous cell carcinoma. The reagent for detecting the predictive factor comprises a reagent for detecting the content or expression level of a depletion marker of functional CD8 T cells in a sample and a reagent for detecting the content or expression level of immune checkpoint molecules of C1QC + macrophages in the sample. According to the method, key spatial features which are related to specific cell behaviors and influence treatment results are determined and layered; a powerful prediction model of drug response is developed by utilizing a machine learning technology, and the area under curve (AUC) can reach 97%.

The invention belongs to the technical field of biomedicine, and particularly relates to hydrogel for evaluating corneal endothelium seed cell functions and a preparation method and application thereof.The hydrogel is of a three-dimensional cross-linked network structure formed by acrylamide in the presence of N, N '-methylene bisacrylamide through free radical polymerization; meanwhile, an extracellular matrix component is fixed on the surface of the three-dimensional cross-linked network structure, and the hydrogel is obtained. According to the hydrogel prepared by the method, the problems of mismatching of mechanical properties, large batch difference and the like of a traditional material are solved, and a more reliable standardized tool is provided for HCE cell behavior research. The breakthrough technology solves the problem that a traditional material cannot give consideration to both physical support and function evaluation.

The application discloses an animal cell adaptive tracking method and system based on deep learning, and belongs to the technical field of cell image analysis; a YOLOv10 deep learning model is combined with a Btrack adaptive tracking algorithm, animal cell samples are first dyed and microimage collection is carried out, a cell detection model is trained after image preprocessing, data labeling and augmentation, the model is converted into an ONNX format to realize efficient inference; then, Kalman filtering prediction and three-round Hungarian algorithm matching are carried out to complete cell adaptive tracking, the problems of cell occlusion, division, overlap and loss of tracking can be effectively handled, and stable and continuous cell motion trajectories are generated; the application can be deployed without GPU, has strong generalization ability, high detection and tracking precision, is suitable for scenes such as microecological research, clinical sample testing, drug effect evaluation and cell behavior analysis, and can significantly improve the automation level and stability of animal cell detection, counting and dynamic tracking.

The application relates to a preparation method and application of a Janus structure photothermal-piezoelectric hydrogel dressing for infected wound repair, and the preparation method comprises the following steps: phenylboronic acid grafted methyl acrylamide gelatin and dopamine grafted hyaluronic acid are respectively dissolved in deionized water, MXene@CeO2 heterojunction is uniformly ultrasonically dispersed, after mixing, sodium hydroxide is used to adjust the pH to be slightly alkaline, and a Janus structure inner layer is formed; phenylboronic acid grafted gelatin and ortho-nitrobenzyl alcohol grafted hyaluronic acid are respectively dissolved in deionized water, BaTiO3 is uniformly ultrasonically dispersed, and a Janus structure outer layer is formed after mixing. The Janus structure photothermal-piezoelectric hydrogel dressing prepared by the application has the characteristics of space-time release to adapt to the wound repair process, in addition, has excellent photothermal conversion performance, kills bacteria on the infected wound through photothermal heating, effectively simulates physiological electrical signals through piezoelectric effect, regulates cell behavior, and can be used for infected wound repair.

The application discloses a kind of corneal near physiological biomechanics intelligent simulation method and device, it is related to biomechanics and biomechanics experimental device technical field, the present application includes mutually connected force load cavity, force loading component, sensor monitoring feedback component etc..The present application can realize to corneal repair material, corneal cell, corneal cell-material compound loading individual and compound flow shear force, static pressure, dynamic pressure, static tension and dynamic tension, gas-liquid dynamic culture is simultaneously carried out, and through pressure and flow sensor, the stress size of loading is monitored in real time, reach accurate intelligent comprehensive simulation cornea in body environment.The scheme provided by the present application can be used for the mechanical property detection of corneal tissue and material, obtains the material attribute under near physiological state;It can also be used for the mechanical loading of cell, to observe the cell behavior and functional change after near physiological mechanical loading.

A method includes generating a first node of a directed tree. The first node digitally represents a first cell population of a cell line. The method further includes receiving an indication from a user of a protocol to be performed on the first cell population that will generate a second cell population of the cell line. The method further includes generating a second node of the directed tree after the user has performed the protocol on the first cell population to generate the second cell population. The second node is automatically assigned as (1) a child node of the first node and (2) digitally represents the second cell population. The first node is connected to the second node in the directed tree via an edge. The method further includes causing, data to be stored at the edge. The data is a transformation of the protocol used to generate the second cell population. This structured cell associated data can be used to train AI algorithms to predict how protocol steps affect cell behavior (cell morphology, viability, fitness, cell-cell interactions, protein / compound production, expression profiles among other things).

Provided herein are systems, devices, and methods for processing, analyzing, and classifying biological data sets and generation of cell profiles. The data sets may include multi-omic data. Some embodiments may include the use of machine learning in training a classifier of raw multi-omic data and incorporating system biology knowledge to understand cellular behavior and cell status at the biomolecular level.

The invention relates to a stimulus-responsive CRISPR-Cas12a (clustered regularly interspaced short palindromic repeats-associated 12a) system and application thereof, and belongs to the technical field of biology. The CRISPR-Cas12a (clustered regularly interspaced short palindromic repeats-CRISPR-Cas12a) system with the stimulation response comprises a DNA (deoxyribonucleic acid) tetrahedron-stimulation response factor aptamer compound and a CRISPR-Cas12a reaction system, the DNA tetrahedron-stimulus response factor aptamer compound is formed by hybridizing a DNA tetrahedron and a stimulus response factor aptamer; the DNA tetrahedron is formed by self-assembly of TH1, TH2, TH3 and a target chain TS of a CRISPR-Cas12a reaction system, and the stimuli response factor aptamer and the TS are hybridized so that the stimuli response factor and the stimuli response factor aptamer are combined to expose the TS under the action of the stimuli response factor, and then the CRISPR-Cas12a reaction system is activated. The H1 / H3 treated by the CRISPR-Cas12a with stimulation response can effectively inhibit the phosphorylation level of c-Met and the phosphorylation level of downstream protein of the c-Met, and inhibit the proliferation, migration and invasion ability of cells. The invention realizes specific control of membrane receptor dimerization and corresponding cell behaviors in a customizable manner.

The invention relates to medicine, biology, veterinary, pharmacology diagnostics, agriculture, ecology, meterology, seismology, construction biotechnology, biomanufacturing and provided herein are products and methods for managing cells behavior, memory of cells and erasure of cell memory. The present invention describes products and methods that, unlike the known ones, make it possible by treating them with an RNase, a DNase, an antibody that binds to an RNA and / or DNA and / or a molecule with nuclease activity to control the properties of cells and organisms without the use of mutagens and / or the special introduction of genes and / or use of specific gene tools and / or changing its environmental conditions.

The invention relates to medicine, biology, veterinary, pharmacology diagnostics, agriculture, ecology, meteorology, seismology, construction biotechnology, biomanufacturing and provided herein are products and methods for managing cells behavior, memory of cells and erasure of cell memory. The present invention describes products and methods that, unlike the known ones, make it possible to control the properties of cells and organisms without the use of mutagens and / or the special introduction of genes and / or use of specific gene tools and / or changing its environmental conditions.

The invention discloses a composition for promoting tissue regeneration and injury repair and application thereof. Experiments find that macrophages are more easily polarized to M2 under mechanical stimulation, meanwhile, molecules CCM3 on adhesion spots are reduced, further molecular dynamics simulation finds that combination of CCM3 protein and paxilin protein is reduced and combination of FAK protein and paxilin protein is increased under certain mechanical stimulation, and meanwhile, cytoskeleton rearrangement is obvious. The invention clarifies the molecular mechanism of the influence of mechanical stimulation on cell behavior, and thus can be used for developing a novel regeneration treatment method.

The invention provides construction and application of an intermolecular structural domain tension probe, the probe comprises a first structure, a second structure and a fluorescent protein pair eCFP and eYFP, the first structure and the second structure are respectively connected to two ends of the fluorescent protein pair, and the eCFP and the eYFP are connected through a short peptide; the first structure is a structural domain or protein capable of being combined with a cytoskeleton connecting protein, and the second structure is a structural domain or protein capable of being combined with a cytoskeleton; the cytoskeleton connecting protein is selected from talin, SYNE4, SYNE3, SYNE2, Desmoplakin and the like; the cytoskeleton is a microfilament, a microtubule or an intermediate filament. The intermolecular structural domain tension probe can be used for detecting intracellular mechanical signals, the limitation of a traditional tension probe is overcome, the adverse effect of function enhancement caused by gene cloning is avoided, a new opinion is provided for a mechanical transduction molecular mechanism, and the application has the advantages that the application range is wide, and the application prospect is wide. And a more accurate experimental tool is provided for the research of cell mechanics biology, and the effect of a mechanical signal in cell behavior regulation and control is disclosed.

The invention relates to a voltage-gated anion channel protein designed from de novo and application of the voltage-gated anion channel protein. The voltage-gated anion channel protein (dVGACs) designed from the beginning has a funnel-shaped pentamer structure, each monomer in the pentamer is composed of three transmembrane helixes, and the amino acid sequence of each monomer comprises SEQ ID No. 1 or a mutant thereof, at least one amino acid of the 43rd, 47th, 51th and 55th sites of the amino acid sequence of the mutant is mutated into arginine or aspartic acid. The dVGACs provided by the invention have selectivity to chloride ions, have voltage-responsive conformational change, and cause opening of a central pore channel at a membrane potential of about + 40 mV or + 20 mV and above. Due to the properties, the biosensor has a wide application prospect in the aspects of neurological disease treatment, cell behavior regulation and control, biosensor development and the like.

The invention relates to medicine, biology, veterinary, pharmacology diagnostics, agriculture, ecology, meteorology, seismology, construction biotechnology, biomanufacturing and provided herein are products and methods for managing cells behavior, memory of cells and erasure of cell memory. The present invention describes products and methods that, unlike the known ones, make it possible to control the properties of cells and organisms without the use of mutagens and / or the special introduction of genes and / or use of specific gene tools and / or changing its environmental conditions.

The application discloses a bone implant with a lampshade-expanding locking and self-energy-supplying coating and a preparation method thereof, and belongs to the medical implant field. The bone implant is designed according to the contraction structure of a lampshade, is in an elongated form below a martensite phase transition temperature, and is in an open lampshade form above an austenite phase transition temperature. The bone implant realizes self-adaptive expansion and surface locking in a marrow cavity by using the super-elasticity and shape memory effect of a memory alloy, and provides instant three-dimensional mechanical stability beyond traditional bone plates and intramedullary nails. The surface of the bone implant is coated with a functional gradient coating, which can actively capture biochemical energy and mechanical energy in the body, and intelligently and time-sequentially regulate growth factor release and cell behavior according to the biochemical energy and the mechanical energy, so that the continuous glucose metabolism and physiological activities in the body are directly converted into electric energy and control signals for driving bone healing, and energy self-provision and logic autonomy are realized.

The invention relates to the technical field of tissue structure spatial analysis methods, discloses a tissue structure spatial analysis method and system for polysaccharide hydrogel cells, and aims to provide a method and system which are high in spatial resolution, simple and convenient to operate and high in data processing capacity and are used for analyzing a three-dimensional tissue structure of the cells in polysaccharide hydrogel. The method comprises the steps of sample preparation, three-dimensional imaging, image data processing, result analysis and the like, and accurate analysis of the growth state and distribution of cells in the hydrogel is realized by adopting an advanced optical imaging technology and an efficient data processing algorithm. The system provided by the invention integrates the functions of sample preparation, imaging and analysis, is suitable for various polysaccharide hydrogel and cell types, and has wide applicability. By means of the method, researchers can understand cell behaviors more deeply, the design of biological materials is optimized, and scientific research and technical progress in the field of biological medicine are promoted.

The bone-guided regeneration membrane with piezoelectric responsiveness and flexibility is constructed by adopting electrostatic spinning and high-voltage polarization technologies, and the main piezoelectric component of the bone-guided regeneration membrane is KNN. The earlier-stage experiment basis verifies that the polarized piezoelectric component has a remarkable effect of promoting osteogenesis and angiogenic differentiation. The membrane provides an ideal microenvironment for cell adhesion, migration and differentiation by simulating a topological structure of a natural bone matrix. Under stress stimulation, electric signals generated by the membrane can simulate the electrophysiological microenvironment of human bones, and cell behaviors, gene expression and signal channels in the fracture healing process are regulated and controlled. The piezoelectric responsive bone-guided regeneration membrane disclosed by the invention effectively solves the problem of elastic modulus mismatch between ceramic brittleness and bone tissues, and has a wide application prospect in the fields of osteoporotic fracture repair and the like.

The present application provides a computer-assisted method for distinguishing cell activity behaviors in a culture medium, which relates to the field of cell image processing technology and includes the following steps: obtaining a target microscopic image of a target cell at the current moment, and extracting the static features of the target cell in the target microscopic image; if the recognition confidence is lower than a first threshold, retrieving a historical image sequence of the area where the target cell is located; screening at least N candidate images in the historical image sequence, and obtaining temporal dynamic features of the target cell based on the candidate images. The temporal dynamic features include the motion trajectory, motion speed, morphological changes and periodic changes related to the activity behavior of the target cell within a certain time period; combining the temporal dynamic features with the static features to perform activity behavior matching to obtain the activity behavior of the target cell. The present application significantly improves the robustness and accuracy of cell behavior recognition in complex culture environments through the fusion of static and dynamic features.

The invention discloses an MXene (at) SA fiber electrode capable of reducing neural immune response as well as a preparation method and application of the MXene (at) SA fiber electrode. The preparation method comprises the following steps: step 1, concentrating a single-layer MXene dispersion liquid into MXene spinning slurry with the concentration of 90-110 mg / mL; 2, respectively injecting the MXene spinning slurry and the sodium alginate solution into an outer needle and an inner needle of a coaxial needle head device of a wet spinning machine, extruding, and enabling the MXene spinning slurry and the sodium alginate solution to sequentially pass through a 90-degree bent needle head and a polytetrafluoroethylene tube to enter a rotary coagulating bath to form MXene-coated SA fibers; and step 3, washing with an ethanol / aqueous solution, collecting, and drying to obtain the MXene (at) SA fiber electrode. The MXene (at) SA fiber electrode is used as a brain implantation electrode, neuroinflammatory response generated during implantation can be effectively reduced, the problem of tissue-electrode mismatching is avoided, cell behavior regulation is enhanced, and integration of neural electrodes is improved.

The invention discloses a patterned cell culture substrate for cell behavior regulation and a preparation and use method thereof. The preparation method comprises the following steps: preparing the patterned cell culture substrate on the inner surface of a conventional cell culture substrate through a patterning technology; the patterned cell culture substrate has a three-dimensional microgroove structure. The three-dimensional microgroove structure can provide various three-dimensional microenvironments for cell growth, so that the contact guide effect of cells is triggered, the cell behaviors are regulated and controlled, and a good cell behavior regulation and control effect is achieved. By adopting the laser patterning technology, the photoetching technology and the electron beam photoetching technology, the rapid manufacturing of the patterned cell culture base material and the manufacturing of the cell culture base material with high-precision and high-complexity micro-nano scale patterns can be realized. Meanwhile, the problem that the pattern stability is insufficient when the patterned cell culture substrate is prepared by adopting a chemical modification method is avoided.

The present application relates to the field of medical materials, in particular to an artificial ligament and a preparation method thereof.The artificial ligament provided by the present application comprises a gel layer-artificial ligament composite system by preparing a layer of PVA hydrogel on the surface of the woven artificial ligament in situ, which has biological activity and anti-creep performance, and is beneficial to improve the medium and long-term clinical prognosis of the woven artificial ligament.The artificial ligament provided by the present application can also adjust the rigidity, thickness and micro-topology of the gel layer under cyclic loading, thereby producing different biological activity regulation effects, and there is a balance point of rigidity and micro-topology, so that the cell ingrowth induction effect is best.The artificial ligament provided by the present application has simple composition, only relies on biophysical clues to regulate cell behavior, avoids the biological safety problems caused by complex biological chemical components, and can simultaneously realize the biological activity improvement and anti-creep performance improvement of the traditional PET woven artificial ligament.

The invention relates to medicine, biology, veterinary, pharmacology diagnostics, agriculture, ecology, meterology, seismology, construction biotechnology, biomanufacturing and provided herein are products and methods for managing cells behavior, memory of cells and erasure of cell memory. The present invention describes products and methods that, unlike the known ones, make it possible by treating them with an RNase, a DNase, an antibody that binds to an RNA and / or DNA and / or a molecule with nuclease activity to control the properties of cells and organisms without the use of mutagens and / or the special introduction of genes and / or use of specific gene tools and / or changing its environmental conditions.

The invention discloses a tantalum-silver coating modified bone implant and a preparation method thereof, and the method comprises the following steps: sequentially depositing tantalum and silver on the surface of a matrix metal by adopting a magnetron sputtering method in an argon atmosphere, and carrying out heat treatment on the substrate subjected to magnetron sputtering to prepare the tantalum coating modified bone implant. According to the tantalum coating modified bone implant, the osseointegration capability of the implant is improved, the biocompatibility is enhanced, the cell behavior is optimized, and the antibacterial property is improved.