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35results about How to "Aid in early diagnosis" patented technology

Redundancy removal feature selection method LLRFC score+ based on LLRFC and correlation analysis

The invention provides a redundancy removal feature selection method LLRFC (Locally Linear Representation Fisher Criterion) score+ based on LLRFC and correlation analysis. A DNA (Deoxyribonucleic Acid) microarray technology provides a new direction for clinic tumor diagnosis. Performance of gene expression data corresponding to different kinds of tumor is different; through the analysis on the tumor gene expression data, study personnel can realize the accurate recognition on the tumor and the tumor subtype in the molecular level; and important biological significance is realized on the diagnosis and the treatment of the tumor. The feature genes in LLRFC judging criterion descending sort gene expression data is used to be combined with the dynamic correlation analysis strategy for further eliminating redundant features; an LLRFC score+ algorithm is provided; and the optimum feature gene subset is selected. The feature selection method LLRFC score+ has the advantages that the classification precision of a classifier can be effectively improved; a sample data set does not need to meet the normal distribution; and the method is applicable to data in various distribution types. The feature selection method LLRFC score+ can help people to find the virulence gene of cancer, and the early-stage diagnosis, tumor staging and typing, prognosis treatment and the like of clinic tumor diseases are facilitated.
Owner:BEIJING UNIV OF TECH

Method for measuring number of circulating epithelial tumor cells in blood

The invention relates to a method for measuring the number of circulating epithelial tumor cells in blood. The method comprises the following steps that A, a blood sample of a test item is obtained from a test object, wherein the sample is anticoagulant whole blood possibly containing the epithelial tumor cells; B, negative enrichment is performed to remove non-target cells in the blood sample, and the non-target cells include red blood cells and most white blood cells; C, the enriched blood sample is mixed with a fluorescently-labeled antibody, and incubation is performed, so that target cells and a fluorescent antibody are sufficiently combined; D, an anti-fall glass sheet is coated with fluorescently-labeled cell suspension, still standing is performed for a moment, and observation is performed under a fluorescence microscope for analyzing samples, so that the existence and the number of the circulating epithelial tumor cells are determined; E, the observed target cells are stored as direct visual images. Compared with the prior art, the method has the beneficial effect that detection is favorable for tumor early-stage diagnosis, transfer and recurrence monitoring, curative effect and prognosis evaluation, drug-resistance monitoring, individual treatment guide and the like.
Owner:SHANG OUTDO BIOTECH CO LTD

Real-time fluorescent quantitative PCR (polymerase chain reaction) kit for detecting candida glabrata

The invention discloses a real-time fluorescent quantitative PCR (polymerase chain reaction) kit for detecting candida glabrata, which comprises the following substances: PCR reaction solution, primer and probe mixed solution, a PCR reaction enzyme, pure H2O and a positive quantitative standard product. The real-time fluorescent quantitative PCR kit is used for detecting the nucleic acid amplification level of the candida glabrata and can reflect the state of the infection of the candida glabrata in a patient body, be used for monitoring, preventing and treating fungal infection, and be conductive to early diagnosis and treatment of diseases; and the real-time fluorescent quantitative PCR technology designs a primer and a probe against the nucleic acid specificity sequence of the candida glabrata, the specificity is strong, the sensitivity is high, and the technology further has the advantages of higher flux, simpleness in operation and relatively low cost, and is applicable to detecting various samples of most of patients. The amplification of the samples to be detected by using the kit is completed by a commercial real-time fluorescent quantitative PCR instrument, the operation is simple, the consumed time is short, and the pollution can be reduced to the maximum extent.
Owner:SOUTHERN MEDICAL UNIVERSITY

High-throughput chromosome and cytoskeleton strain flow analyzer and implementation method

ActiveCN112986063AAddressing Biomedical ResearchSolve problems in clinical applicationBiological particle analysisIndividual particle analysisFluorescenceCytoskeleton
The invention provides a high-throughput chromosome and cytoskeleton strain flow analyzer and an implementation method. The high-throughput chromosome and cytoskeleton strain flow analyzer comprises a sample introduction device, a micro-fluidic chip, a light source module, an imaging device and a control analysis module, wherein the sample introduction device is used for introducing a liquid sample into the micro-fluidic chip; the micro-fluidic chip is used for conveying cells carried by a liquid sample in a single-cell arrangement manner and pushing the cells to pass through a limiting structure; the light source module is used for emitting corresponding wave band laser to the cytoskeleton and chromosome DNA coloring agent of the single cells to obtain single cell fluorescence information; the imaging device is used for carrying out dynamic imaging on the part of the single cells passing through the limiting structure of the micro-fluidic chip; and the control analysis module is positioned right above the imaging device, and is used for identifying and determining a dynamic fluorescence image in which a cytoskeleton and a chromosome in a cell nucleus in the single cell image are extruded by the limiting structure to deform, and analyzing and counting the strain form and structural characteristics of the cytoskeleton and the chromosome in the cell nucleus.
Owner:NORTHWEST UNIV(CN)

Real-time fluorescence quantitative PCR (Polymerase Chain Reaction) kit for detecting candida tropicalis

The invention discloses a real-time fluorescence quantitative PCR (Polymerase Chain Reaction) kit for detecting candida tropicalis. The kit comprises the following substances: a PCR solution, a primer and probe mixed solution, a PCR enzyme, pure H2O and a positive quantitative standard product. The kit is used for detecting nucleic acid amplification level of the candida tropicalis, so that state of candida tropicalis infection in a patient can be reflected, and the kit can be used for monitoring, preventing and controlling fungal infection and contribute to early diagnosis and treatment of diseases; and in the real-time fluorescence quantitative PCR technology, a primer and a probe are designed aiming at a specific sequence of the nucleic acid of the candida tropicalis, so that the kit has the advantages of high specificity, high flexibility, higher flux, easiness and convenience in operation and relatively reduced cost, and is suitable for detecting various specimens of most of patients. The amplification of a specimen to be detected by the kit is finished by a commercial real-time fluorescence quantitative PCR instrument; the kit is easy to operate and has low time consumption; and pollution is reduced to the greatest extent.
Owner:SOUTHERN MEDICAL UNIVERSITY

Composite nanoprobe with targeted fluorescence/magnetic resonance bimodal imaging and photothermal therapy functions as well as preparation and application of composite nanoprobe

The invention discloses a composite nanoprobe with targeted fluorescence/magnetic resonance bimodal imaging and photothermal therapy functions, as well as a preparation and application of the composite nanoprobe. The preparation method comprises the following steps of firstly, preparing AuNBP by adopting a seed growth method, separating and purifying the AuNBP to obtain pure AuNBP nanoparticles, and then modifying the surfaces of the AuNBP nanoparticles with sulfhydrylated BSA; modifying Gd2O3 nanoparticles and Au nanoclusters on the surfaces of AuNBP nanoparticles with the modified AuNBP nanoparticles as a stabilizer to obtain an AuNBP-Gd2O3/Au-dBSA composite nanomaterial; and finally enabling an aptamer AS1411 to be connected to the surface of AuNBP-Gd2O3/Au-dBSA to obtain the AuNBP-Gd2O3/Au-dBSA-AS1411 targeted composite nanoprobe. The AuNBP-Gd2O3/Au-dBSA-AS1411 composite nanoprobe provided by the invention has good biocompatibility, fluorescence stability and photothermal stability, also has fluorescence/magnetic resonance bimodal imaging and photothermal therapy functions, can enter tumor cells in a targeting manner, marks and traces the tumor cells, and is beneficial to earlydiagnosis and treatment of tumors.
Owner:XUZHOU MEDICAL UNIV

Method for identifying existence form biomarker spectrum of human growth hormone protein

The invention provides a method for identifying a human growth hormone protein existence form biomarker spectrum, which comprises the following steps: collecting human growth hormone secreting pituitary adenoma and normal pituitary tissue samples, respectively extracting tissue proteins, carrying out two-way gel electrophoresis, western blot and coomassie brilliant blue staining, scanning a visual PVDF membrane and a two-way gel into a digital image, digesting corresponding two-way gel protein spots with trypsin, purifying, and identifying a GHP biomarker spectrum through mass spectrum identification and bioinformatics analysis; and identifying post-translational modifications and shear variations on GHP by using quantitative phosphorylated proteomics, ubiquitinated proteomics, and acetylated proteomics analysis in combination with bioinformatics. According to the invention, the GHP change mode between the growth hormone secreting pituitary adenoma and normal pituitary tissues can be identified, 46 kinds of GHPs are identified in the growth hormone secreting pituitary adenoma, 35 kinds of GHPs are identified in the normal pituitary tissues, and 11 kinds of GHPs only appear in the growth hormone secreting pituitary adenoma tissues.
Owner:SHANDONG FIRST MEDICAL UNIV & SHANDONG ACADEMY OF MEDICAL SCI

Schizophrenia classification method and system based on multi-center model

ActiveCN113197578AAvoid effectivenessAvoid the defects of poor generalization abilitySensorsPsychotechnic devicesData setAlgorithm
The invention relates to a schizophrenia classification method and system based on a multi-center model, and the method comprises the steps: 1, data preparation: collecting a brain MRI image of a sample, processing the brain MRI image, and extracting a plurality of brain structure features to obtain a feature matrix; carrying out covariant regression processing on the feature matrix, and then carrying out standardization processing; enabling each center to prepare a respective data set according to the step; 2, enabling each center to construct a respective single-center model by using a machine learning classifier, and training the respective single-center model by using the respective data set; 3, classifying to-be-classified test samples by using each single center model to obtain classification probability values of the to-be-classified test samples corresponding to each center; and performing weighted summation on the classification probability value and the weight of each center to obtain a classification probability value based on a multi-center model, and integrating all the single-center models into the multi-center model for classification. Data sharing of each center is realized, and each center does not need to share original data.
Owner:TIANJIN MEDICAL UNIV
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