859 results about "Cell activity" patented technology

The invention relates to an organ-like core-shell microsphere as well as a preparation method and application thereof. The preparation method comprises the steps that 1, raw materials are prepared, specifically, shell raw materials and inner core raw materials are prepared, the shell raw materials comprise a photoinitiator and methacrylated hyaluronic acid (HAMA), and the inner core raw materials comprise organoid precursor cell suspension and matrigel; 2) molding: extruding the dispersion phase of the shell raw material wrapping the core raw material to a continuous phase by using a micro-fluidic chip and a high-precision injection pump, cutting the dispersion phase into liquid drops by the continuous phase, and performing illumination curing on the liquid drops to form core-shell microspheres; and (3) incubating, namely culturing the core-shell microspheres in a culture medium, so that the organoid precursor cells in the inner core are developed into organoids. According to the preparation method, rapid forming and curing of the organ-like precursor cells carried by the matrigel are achieved, so that the time of the organ-like precursor cells staying in the oil phase is shortened, the cells can obtain oxygen and nutrient substances, and the cell activity is improved.

The invention discloses preparation of a whey protein peptide mixture with immune and muscle-building effects, and relates to the technical field of food processing and bioengineering. The neutral protease is adopted and the pH is adjusted, so that the enzymolysis efficiency is effectively improved, and the enzymolysis time is greatly shortened; meanwhile, the whey protein peptide which is uniform in molecular weight distribution, free of peculiar smell and good in thermal stability is successfully prepared by accurately controlling enzymolysis conditions and combining microbial fermentation. The protein peptide can effectively improve thymus indexes and spleen indexes, enhance the proliferation capacity of splenic lymphocytes and the activity of NK cells, play an excellent immune regulation role and have a remarkable muscle building effect. The preparation process has the advantages of high efficiency, low cost, simplicity, convenience and the like, gives consideration to high quality and high functionality of the product, and has great application value.

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 invention provides a uterine muscle cell tension analysis method based on a uterine muscle cell activity image, and relates to the technical field of image processing. The method comprises the steps of tension analysis mode obtaining, resting state analysis mode tension analysis, uterine contraction state analysis mode tension analysis and tension analysis result feedback. According to the method, a tension analysis mode is obtained, if the tension analysis mode is a resting state analysis mode, a resting uterine muscle cell image is obtained, and a resting uterine muscle cell tension analysis result is obtained, and if the tension analysis mode is a uterine contraction state analysis mode, a uterine contraction uterine muscle cell image is obtained, and a uterine contraction uterine muscle cell tension analysis result is obtained. Finally, the uterine muscle cell tension analysis result is transmitted to a preset medical staff terminal, the reliability of the uterine muscle cell tension analysis result is improved, and the problem that in the prior art, the reliability of the uterine muscle cell tension analysis result is unstable due to the difference of ultrasonic probe scanning is solved.

The invention discloses high-purity recombinant collagen as well as a preparation method and application thereof, the recombinant collagen is composed of a recombinant collagen monomer, and the recombinant collagen monomer has an amino acid sequence as shown in any one of SEQ ID NO: 1-22. According to the present invention, the easy-to-break site and the hydrophobicity of the collagen are optimized, such that the obtained recombinant collagen monomer and the prepared recombinant collagen have characteristics of high cell activity (adhesion, migration and proliferation), high triple helix structure stability, high purity, no cytotoxicity, large-scale production, and production cost reduction.

The present invention relates to the fields of medicine and cosmetology, and discloses a cell active peptide composition that promotes the regeneration of multi-type collagen structural proteins, its preparation method, and its application in medicine and cosmetology. The composition uses raw materials such as tripeptide-10 citrulline, hexapeptide-9, hydrolyzed sodium hyaluronate, γ-aminobutyric acid, decarboxylated carnosine hydrochloride, acetyl tetrapeptide-3, acetyl tetrapeptide-11, palmitoyl dipeptide-7, and palmitoyl pentapeptide-4. The composition can promote the coordinated expression of skin type I, type III, type IV, type VII, type XVII collagen, fibronectin, elastin, and glycosaminoglycans; prevent collagen cross-linking, maintain triple helix structure, and inhibit collagen degradation. Applied to dermatology and cosmetology, it can accelerate the regeneration of structural proteins such as skin collagen, repair skin damage, reduce wrinkles such as crow's feet, tear groove lines, nasolabial folds, and under-eye lines, solve the skin aging problem caused by the loss of structural proteins such as collagen, and improve skin elasticity and firmness.

The invention relates to the field of image processors and biological medicines, and discloses an NK cell activity rapid detection method based on image processing. The method comprises the following steps: acquiring an unmarked time sequence phase image sequence of an NK cell and target cell co-culture system; performing cell instance segmentation to track individual cells; extracting a morphological dynamic characteristic parameter set of the target cell, wherein the morphological dynamic characteristic parameter set comprises a volume change rate, a phase gradient entropy, a cytoplasm phase fluctuation frequency and a nuclear region phase mean value; inputting the parameters into a pre-trained death state discrimination model, and outputting a death probability; and calculating a killing efficiency index based on the death probability evolution curve, and judging the activity level of the NK cells. The system comprises a phase image acquisition unit, a cell segmentation unit, a feature extraction unit, a death judgment unit and an activity judgment unit. Through unmarked imaging and deep learning fusion analysis, high-precision, real-time, quantitative and ultra-early NK cell activity evaluation is realized, and the method is suitable for clinical instant inspection and immunotherapy monitoring.

The present application is directed to methods and compositions that are useful for reducing the number of myeloid-derived suppressor cells (MDSC), tumor associated macrophages (TAM), or both in a subject. The methods include administering an antigen binding protein that binds to an antigen expressed by MDSC and / or TAM, or administering a modified T cell or NK-92 cell that expresses an antigen binding protein that binds to an antigen expressed by MDSC and / or TAM, or a combination of both, to a subject. For example, the antigen binding protein can bind to CD33 expressed by MDSC and / or TAM. The methods and compositions are useful for treating a disease associated with MDSC and / or TAM infiltration into a tissue or tumor.

The invention relates to the technical field of biomedical engineering and microfluidics, in particular to a fluid dynamics topological optimization design method of a circulating tumor cell sorting structure, which comprises the following steps of: establishing a three-dimensional flow field model containing a key separation area in a preset design domain, dispersing by adopting a tetrahedral mesh and setting boundary conditions; the method comprises the following steps: establishing a multi-objective optimization function based on a maximized transverse focusing distance, a minimum shear force peak value and a total pressure drop, dispersing a design domain into units and endowing the units with density variables, and realizing global automatic topological optimization by adopting penalty material interpolation and minimum flow velocity threshold constraint. An optimization result is subjected to structural reconstruction processing to generate a CAD model adaptive to micro-nano machining, closed-loop feedback is formed through secondary verification and experimental verification of computational fluid mechanics, it is ensured that the design meets the requirements for sorting efficiency and cell activity, limitation of a traditional flow channel form is broken through, and the design freedom degree, manufacturability and application value are improved.

The invention relates to a preparation method of a 3D printing high-density cell tubular vascular graft. The preparation method comprises the following steps: sucking a supernatant obtained by centrifuging a cell suspension away and only remaining bottom pure cells; the preparation method comprises the following steps: uniformly stirring and mixing OMA, pig gelatin and an LAP photoinitiator in a Hank's solution to form a hydrogel precursor solution; extruding the pure cells and the hydrogel precursor solution from a three-axis nozzle by using printing equipment, and immersing the pure cells and the hydrogel precursor solution into a calcium chloride solution; lyase is added to degrade the hydrogel precursor solution, the hydrogel precursor solution is completely degraded, and an independent single-layer pipeline structure with only a remaining pure cell layer is obtained. The invention provides a method for manufacturing high-density pure-cell lumen constructs to mimic native blood vessels by using a self-made microfluidic coaxial 3D bioprinting device. And after the support hydrogel on the inner layer and the outer layer is removed, a single-layer tubular structure of high-density MOVAs only limited to pure cells is obtained. The cells in the pure cell vascular constructs exhibit good cell viability and cell function.

Disclosed are devices, systems, and methods for ultrasonically stimulating brain tissue using operating parameters associated with a. target region of a brain. The operating parameters can be determined, for example, by combined ultrasonic stimulation and photometry devices and methods. The operating parameters can include pulse repetition frequency, temporal compression, and intensity. Using selected operating parameters, ultrasound stimulation of the target region of the brain can excite or inhibit brain cell activity.

The invention discloses an effectiveness analysis method of a drug entrapment material for treating intrauterine adhesion. The effectiveness analysis method comprises the following steps: performing multi-aspect research on the drug entrapment material and generating an effectiveness analysis result. In performance characterization, the morphology and pores of the material are analyzed by using microscopy, specific surface area and other technologies, the compatibility of the drug and the carrier is verified, and the physical state of the drug is detected; in-vitro analysis covers drug release kinetics, the release amount is measured in a simulated environment, and a curve is fitted; the biocompatibility evaluation refers to co-culture of a material leaching solution and cells, detection of cell activity and the like; implanting a medicine carrying material into the animal model in vivo, and evaluating the curative effect by using technologies such as image and pathology; and finally, integrating various results to obtain an entrapment material effectiveness analysis conclusion. According to the method, the limitation of traditional single-point testing is broken through, a full-chain evaluation model of structural characteristics-release behavior-biocompatibility-repair efficiency is constructed, and a scientific basis is provided for rational design and clinical transformation of intrauterine adhesion treatment materials.

The invention discloses a closed double-layer stirring type photobioreactor, and relates to the technical field of microalgae culture. A double-layer special-shaped paddle combination is formed through the composite design of a four-straight-blade overall open turbine type (SK) and a three-blade left-handed push type spiral stirring paddle (TXL), paddle combination optimization is formed through the cooperative flow field design of the TXL paddle (lower layer) and the SK paddle (upper layer), axial-radial flow coupling is achieved, and the material exchange rate between gas and liquid is increased; according to the combined design of the double-layer special-shaped paddles, the proportion of a high-shear area is reduced to be lower than 12% through a wide-area low-strength shear mode of the TXL paddles, the shear stress is greatly reduced, and the problem that the shear stress is too high is solved; a dynamic rotating speed strategy is convenient to implement, and the mass transfer efficiency and the cell activity are both considered by adjusting the rotating speed in stages.

The present application provides a method for preparing rosin resin, which belongs to the field of rosin processing. The preparation method comprises the following steps: (1) putting rosin into a reactor, heating to 180-200°C under inert gas protection and melting; (2) adding a catalyst of 0.01-0.5% by weight of rosin and a polyol of 6-12% by weight of rosin, and reacting at 200-290°C for 6-15 hours; (3) evacuating until the rosin resin reaches a specified acid value; (4) adding an antioxidant of 0.01-0.5% by weight of rosin, stirring evenly, and discharging to obtain rosin resin. The present application adds a post-treatment agent, so that the prepared rosin resin has less effect on cell activity, shows excellent cell compatibility, and has good weather resistance, and has important application value in the medical field.

The invention discloses an NKT cell culture optimization method, and belongs to the technical field of cell culture.The method comprises the steps that firstly, PBMC is sorted through a spiral micro-fluidic chip integrated with CD3 / CD56 double-labeled magnetic beads, and CD3 + CD56 + cells with the purity larger than or equal to 95% are obtained through the synergistic effect of dielectrophoretic force and a magnetic field; then, in a GIBCO culture solution added with the IL-2 / IL-15 / alpha-GalCer sustained release microspheres, the pH, dissolved oxygen and lactic acid concentration are accurately regulated and controlled through a real-time monitoring system, and temperature-oxygen partial pressure gradient culture is adopted; and finally, three times of centrifugation are combined with NKT4 solution treatment, and the cells are collected in cooperation with a gradient cooling procedure, so that the cell activity maintenance rate is greater than or equal to 95%. Compared with the traditional technology, the method has the advantages that the NKT cell sorting purity and activity are remarkably improved, the culture environment is regulated and optimized through dynamic metabolism, and accurate control over the culture process is achieved.

The invention discloses a function-enhanced mesenchymal stem cell preparation obtained by utilizing arthritis effusion and hypoxia pretreatment of mesenchymal stem cells as well as a preparation method and application of the function-enhanced mesenchymal stem cell preparation, and relates to the technical field of biological medicines. The preparation method of the function-enhanced mesenchymal stem cell preparation obtained by utilizing arthritis effusion and hypoxia pretreatment of mesenchymal stem cells comprises the following steps: S1, obtaining mesenchymal stem cells and performing hypoxia amplification passage; s2, pretreatment of arthritis effusion; S3, pre-stimulation of the arthritis effusion of the mesenchymal stem cells to obtain function-enhanced mesenchymal stem cells; s4, index detection and screening; s5, preparing a function-enhanced mesenchymal stem cell preparation; optimized low-oxygen pretreatment is adopted, so that the cell activity is improved; the mesenchymal stem cells subjected to joint pretreatment of arthritis effusion and hypoxia enhance expression and secretion of anti-inflammatory factors and immunomodulatory molecules in the cells; the pre-stimulated mesenchymal stem cells show a stronger immunosuppression function in vitro.

The invention discloses a method for inducing osteoblasts by using mesenchymal stem cells, and belongs to the technical field of biology. The method for inducing the osteoblasts comprises the step of adding brucella outer membrane protein into a conventional osteoblast induction culture medium to promote the dental pulp stem cells to be differentiated into the osteoblasts. According to osteoblast differentiation metaphase differentiation marker detection, the cell ALP activity of a group added with 800ng / mL of brucella outer membrane protein is 2.36 times that of a conventional osteoblast induction culture medium group; according to osteoblast differentiation end-stage differentiation marker detection, the calcium deposition amount of brucella outer membrane proteome cells added with 800ng / mL is 481.54 mu g / mg protein, and is 2.55 times of that of a conventional osteoblast induction culture medium group. By adding the brucella outer membrane protein into a conventional osteoblast induction culture medium, the osteogenic differentiation efficiency of the dental pulp stem cells can be effectively improved.

The invention discloses a single cell activity evaluation method based on cell nucleus geometric parameters and a Bayesian framework, which comprises the following steps: establishing a HeLa cell activity gradient model through adriamycin induction, carrying out cell nucleus segmentation by adopting Cell pose 3.0 and extracting 26 geometric features, screening a high-confidence sample in combination with a Bayesian deep learning framework, and evaluating the activity of a single cell according to the high-confidence sample. And constructing a multi-modal feature fusion model to integrate geometric features and deep semantic features, and finally realizing unmarked and high-precision single cell activity evaluation. The method overcomes the limitation that a traditional technology depends on biochemical markers, has the advantages of being easy and convenient to operate, high in flux and high in interpretability, and provides an innovative technical means for tumor liquid biopsy and precise medical treatment.

The invention discloses application of an SUMO inhibitor 2-D08 in preparation of drugs for treating chronic myelogenous leukemia (CML) and drug resistance of a tyrosine kinase inhibitor (TKI) of the SUMO inhibitor 2-D08. It is revealed for the first time that SUMOylation modification drives disease progression by stabilizing BCR-ABL protein, 2-D08 promotes BCR-ABL protein degradation by inhibiting the modification, and leukemia cell proliferation is remarkably inhibited. In-vitro experiments prove that the compound effectively inhibits the activity of TKI drug-resistant cells, and in-vivo experiments show that 5 mg / kg of the compound can improve liver and spleen infiltration of CML mice. The inhibitor provides a new scheme for overcoming drug resistance, and fills the application blank of SUMOylation modification in CML treatment.

The invention discloses a modified melittin peptide, a product containing the modified melittin peptide and application, and belongs to the technical field of biological medicine. The amino acid sequence of the modified melittin is shown as Seq ID No: 2, the molecular weight of the modified melittin is 3123.5 Da, and the isoelectric point of the modified melittin is 12.64. The invention further discloses application of the modified melittin peptide in preparation of drugs or cosmetics for inhibiting inflammation and relieving skin erythema and itching. The invention also discloses application of the modified melittin peptide in preparation of drugs or cosmetics for enhancing cell activity and promoting tissue repair. The melittin modified peptide can significantly reduce the cytotoxicity of natural melittin and significantly enhance the anti-inflammatory activity and tissue repair activity of the melittin, has no sensitization and phototoxicity, and can provide key technical support for research and development of new-generation efficient and safe anti-inflammatory repair drugs, cosmetic products and related biological materials.

The invention provides a precise magnetic control whole blood rare cell flow magnetic separation system, a magnetic separation and identification method and application, and belongs to the technical field of micro-control flow biological detection. According to the invention, the magnetic separation chip can form a gradient magnetic field, and cells are fixed at a certain position on the sealing film under the combined action of magnetic field force and friction force, so that the separation of the cells is realized. Whole blood cell detection is carried out based on the gradient magnetic field, whole blood sample loading treatment can be directly carried out, the problem that the capture rate is reduced due to mechanical death, damage and stress gene expression caused by repeated elution / transfer steps is avoided, and the capture efficiency and cell activity of the chip are guaranteed; the magnetic field provided by electricity is not needed, the cost is low, the detection accuracy is high, the problems existing in existing CTC detection are solved, economic and practical values are achieved, further development of CTC detection can be promoted, and a novel and effective method is provided for complete blood cell separation detection.

The invention discloses a gradient alcohol extraction preparation method of compound honeysuckle flower drops for improving T cell activity, and relates to the technical field of traditional Chinese medicine compound preparations, honeysuckle flower and radix astragali are selected for pretreatment, an ethanol aqueous solution and an interaction regulating agent are added for infiltration, an online traditional Chinese medicine compound preparation HPLC is adopted for dynamic alcohol concentration adjustment and temperature extraction under monitoring of the traditional Chinese medicine compound preparation, the method disclosed by the invention has the advantages that the interaction regulating agent is added in the raw material infiltration stage to block bad interaction among active components, and the online monitoring system is utilized to dynamically adapt the ethanol concentration and the extraction temperature to realize step-by-step efficient dissolution of the multi-polar components; the antioxidant is matched to inhibit oxidation of thermosensitive components, and the solubilizer assists dissolution of insoluble components, so that the core defect that synergistic extraction of multi-polar active components, degradation of the thermosensitive components and interaction inhibition of the components in the compound honeysuckle flowers cannot be considered in the prior art is overcome, and loss or antagonism of the active components is effectively avoided.

The present invention discloses a buffer for tissue separation and / or preservation and its application, and a method for culturing tumor organoids, and relates to the field of organoid culture. The buffer is used to preserve tumor tissue samples, which are of liquid origin; the buffer includes: a basal culture medium and specific additive factors, and the specific additive factors include: superoxide dismutase, catalase, penicillin, and streptomycin; based on the volume of the basal culture medium, the concentration of superoxide dismutase is 1 to 100 μg / mL, the concentration of catalase is 50 to 500 μg / mL, the concentration of penicillin is 50 to 200 U / mL, and the concentration of streptomycin is 50 to 200 μg / mL. The tissue preservation solution of the present invention is used for the transportation and protection of liquid-derived tumor tissue samples, and has a high tumor cell activity retention rate. It is used to construct tumor organoids with a high success rate and a large number, which can meet the needs of clinical detection and disease research.

The invention discloses a multifunctional hydrogel patch and a preparation method and application thereof.The biological patch comprises decellularized freeze-dried tumor tissue (dFCT) and a hydrogel layer loaded with hair melanin nanoparticles (HNPs), the dFCT is obtained by decellularizing and freeze-drying the tumor tissue, and rich natural extracellular matrix components are reserved; hNPs is extracted from hair and has excellent active oxygen scavenging capacity and photothermal conversion performance; it is preferable that the hydrogel layer is a methacrylated gelatin (GelMA). The patch disclosed by the invention shows a remarkable cell viability promoting effect and antibacterial ability in vitro, and can accelerate wound healing by reducing oxidative stress, inhibiting inflammatory response and promoting angiogenesis in vivo. The patch is simple and convenient in preparation process and natural in component source, has multiple functions of resisting bacteria, resisting oxidation, promoting tissue regeneration and the like, and is suitable for wound repair treatment.

The invention discloses a pseudo-ginseng exosome-like nano vesicle loaded with an epidermal growth factor / application of the pseudo-ginseng exosome-like nano vesicle in wound healing. The research shows that not all exosome-like nano-vesicles from Chinese herbal medicines capable of promoting wound healing have the effect of promoting wound healing, the action mechanism of the pseudo-ginseng exosome-like nano-vesicles in wound healing is further explored, and the research shows that PNVs can promote the proliferation and migration of an epidermal keratinocyte line, so that the PNVs can be used for promoting the healing of the wound. The treatment can be realized by regulating and controlling the activity of immune cells to promote cell proliferation and migration, and the wound healing effect of the EGF-loaded EGF-coated PNVs is remarkably enhanced, so that the EGF-loaded EGF-coated PNVs have a synergistic effect. The invention not only provides a theoretical basis for deeply researching PELNVs, but also provides a new method and a new idea for treating acute wounds.

The invention provides a nasal delivery preparation for cerebral diseases as well as a preparation method and application of the nasal delivery preparation, and relates to the technical field of pharmaceutical preparations. The nasal delivery preparation for the cerebral diseases comprises gelatin derivative chitosan microspheres coated with stem cell exosomes, and the microspheres are prepared through the method that the stem cell exosomes are coated with gelatin derivatives of a specific structure and then cross-linked with chitosan. The gelatin derivative used in the invention has good surface activity, and can be well compatible with cells and active factors to form a stable inner core coating structure; meanwhile, the surface of the chitosan of which the outer layer is crosslinked with the gelatin derivative is positively charged and can be combined with anions in nasal mucus, so that the retention time of the microspheres in the nasal cavity can be effectively prolonged. Therefore, the nasal delivery preparation not only can slowly release the stem cell exosome, but also improves the absorption efficiency of the stem cell exosome by the nasal cavity, so that the stem cell exosome can reach the brain more effectively.

Described herein are engineered cytokine receptor switches that can include a signal peptide, an extracellular activator binding domain, a hinge, a transmembrane domain, and / or an intracellular signaling domain. Binding of an activator to the activator binding domain can activate cytokine signaling through the intracellular signaling domain. These cytokine receptor switches can be expressed in immune cells, sometimes in combination with a chimeric antigen receptor (CAR), to increase immune cell persistence by promoting adoption of memory-like phenotypes. Also described herein are methods of using engineered cytokine receptors in immune cell therapies, such as CAR T-cell therapy, to improve patient outcomes and prevent disease relapse.

The invention provides a medical-grade recombinant three-type collagen and application thereof. The recombinant humanized three-type collagen has certain cell proliferation promoting capacity and is free of cytotoxicity. The medical-grade recombinant three-type collagen provided by the invention not only has the capability of promoting cell proliferation, is free of cytotoxicity and high in cell adhesion activity, but also has a three-helix structure characterized by the collagen and is extremely high in stability, the purity can reach about 85% after the collagen is induced for 120H in a 100L fermentation tank, the difficulty of a downstream purification process is greatly reduced, and the production cost is reduced. The effect in the aspect of cell activity is obvious.

The invention discloses copper selenide / tricalcium silicate bone cement. The bone cement comprises a liquid phase component and a solid phase component, the liquid phase component is water, and the solid phase component is tricalcium silicate powder and copper selenide nanoparticles. Compared with the existing tricalcium silicate bone cement, the tricalcium silicate bone cement has the advantages that by introducing a trace amount of copper selenide nanoparticles, not only can the hydration and coagulation time of tricalcium silicate be shortened, but also the porosity and degradation rate of the tricalcium silicate after coagulation and solidification can be reduced, the compressive strength can be improved, the stimulation effect on ALP activity of MC3T3-E1 cells can be enhanced, the survival rate of the MC3T3-E1 cells can be improved, and the application prospect is broad. The immunogenic apoptosis of K7M2-wt cells is promoted, and the tumor growth rate is reduced. Besides, the introduction of the copper selenide nanoparticles can also endow the tricalcium silicate bone cement with the performance of temperature rise under near-infrared light, so that in clinical application, the tricalcium silicate bone cement can be further combined with a near-infrared technology to realize ablation of bone tumors, and a new strategy is provided for treatment of the bone tumors.

The invention discloses a bioreactor multi-parameter adaptive control system and method based on machine learning, and belongs to the technical field of bioreactor intelligent control, and the bioreactor multi-parameter adaptive control system comprises a bioreactor hepatocyte culture unit, a data acquisition and control unit and a machine learning intelligent decision-making unit. And the data acquisition and control lower computer controls operation variables such as gas supply, sampling and perfusion in the culture unit execution mechanism, collects culture process data returned by the parameter detection module, constructs a data-driven cell state prediction model by utilizing machine learning, and optimizes model parameters and operation variables based on a prediction result to realize closed-loop control. The method can overcome the defect that there is no precise mechanism model for hepatic cell culture, and multi-parameter collaborative optimization can be realized only depending on process data, so that the state of the hepatic cells is sensed in real time, full-cycle optimization of cell viability and functions is realized, and the activity and density of hepatic cell culture are effectively improved.