Unlock instant, AI-driven research and patent intelligence for your innovation.

Immune age model learning method

A technology of learning methods and models, applied in the fields of biological information and data mining, which can solve the problem that the state of the immune system cannot be accurately indicated

Active Publication Date: 2020-04-03
浙江普罗亭健康科技有限公司
View PDF9 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, due to the complexity of the immune system, the diversity of immune cells, a single immune cell subset cannot accurately indicate the status of the entire immune system

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Immune age model learning method
  • Immune age model learning method
  • Immune age model learning method

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0027] In order to make those skilled in the art better understand the solutions of the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only Embodiments are part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0028] It should be noted that the terms "first", "second" and the like in the description and claims of the present invention and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used may be interchanged under appropriate ...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses an immune age model learning method. The method comprises the steps of: acquiring a sample immune cell subset ratio; forming a characteristic matrix X according to the immune cell subset ratio; allowing a specific cytokine to stimulate and detect the expression level of corresponding target phosphorylated protein to obtain multiple combinations to establish a response matrix Y; establishing a PLS model according to the characteristic matrix X and the response matrix Y; filtering the PLS model; performing regression fitting on the natural age according to the mean valueof the sample factor scores, and establishing a linear regression model; and quantifying the immune age of the sample according to the linear regression model, so that the immune age is quantified, early-stage weakness of an immune system can be judged, and preventive measures for reducing illness and death risks of old people can be taken as soon as possible.

Description

technical field [0001] The invention relates to the fields of biological information and data mining, in particular to an immune age model learning method. Background technique [0002] The immune system is made up of hundreds of different cell types and is the body's line of defense against disease. The active level of the immune system needs to be carefully regulated. Too active will lead to the occurrence of autoimmune deficiency diseases in the human body, and too inactive will lead to the decline of the human body's immunity, opening the "entry" for various pathogens and tumor cells to invade the human body. As people age, the immune system becomes less active. However, the active state of the immune system does not have a complete one-to-one correspondence with age, but is related to various factors such as heredity and environment. In fact, the immune system has its own unique "age", which can measure the active state of the immune system more accurately than the su...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G16B40/00G16B5/00
CPCG16B40/00G16B5/00Y02A90/10
Inventor 陈达季庆华李鹏陈翔强
Owner 浙江普罗亭健康科技有限公司