3 results about "Aβ oligomers" patented technology

This invention discloses a method for preparing NK cells, the NK cells obtained thereby, and their applications. The method includes: sorting NK cells from peripheral blood of an allogeneic donor; culturing them in a serum-free medium containing CD3 monoclonal antibody, CD16 antibody, and IL-2, without the need for a feeder layer; preferably, IL-21 is added for amplification on days 3-5 of culture, and the cells are cultured for 20-40 days. This method yields non-genetically modified NK cells, among which CD56... bright The NK cells comprise >90% of the cell line and highly express a variety of activating and functional molecules. These NK cells effectively clear Aβ oligomers and senescent cells, and alleviate neuroinflammation. In treatment, intracranial injection achieves equivalent or better efficacy with only about 1 / 10th the dose administered intravenously, significantly clearing Aβ deposits in the brains of AD model mice and improving pathology.

This invention provides an Alzheimer's disease risk assessment system, comprising: a data acquisition module for acquiring test data of subjects, the test data including at least the concentration of Aβ oligomers, APOEε4 gene carrier status data, and multi-domain risk factor data; the multi-domain risk factor data including demographic indicators and clinical data related to Alzheimer's disease risk; a risk assessment module, communicatively connected to the data acquisition module, for taking the test data from the data acquisition module as input, and outputting a risk probability value of the subject having Alzheimer's disease through a pre-trained machine learning model; and a result output module, communicatively connected to the risk assessment module, for comparing the risk probability value with a preset threshold and outputting risk classification information based on the comparison result. This invention is the first to achieve high-precision and high-sensitivity clinical cognitive impairment screening by fusing multidimensional conventional data through a nonlinear model.

This invention provides the use of a biomarker in the preparation of a risk assessment product for mild cognitive impairment (MCI), wherein the biomarker includes Aβ oligomers. The Aβ oligomer biomarker alone has significant predictive value for MCI, achieving an area under the receiver operating characteristic (AUC) of 0.851 (95% confidence interval: 0.803–0.895) on the test set when distinguishing between cognitively normal and MCI subjects, demonstrating its superior performance in differentiating MCI subjects.