Parkinson's disease biomarker and application thereof
A biomarker, Parkinson's disease technology, used in the determination/examination of microorganisms, biochemical equipment and methods, and medical data mining, etc., can solve problems such as low reliability, patients cannot be diagnosed at an early stage, and poor reproducibility
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Embodiment 1
[0037] Sample collection and testing.
[0038] 1. Sample collection.
[0039]A total of 959 peripheral blood samples from patients with clinically confirmed Parkinson's disease and 930 peripheral blood samples from normal controls (non-Parkinson's disease patients) were collected.
[0040] 2. Sample testing.
[0041] The commercial Illumina HumanMethylation450 BeadChip chip was used to detect methylation, and the routine experimental procedures were followed. The main experimental procedures include:
[0042] 1. Extract sample DNA and amplify;
[0043] 2. Use enzymes to break DNA to fragment it;
[0044] 3. Separation and purification of DNA fragments and addition of adapters;
[0045] 4. Hybridization of DNA fragments with chips;
Embodiment 2
[0048] 1. Screening of methylation sites.
[0049] 1. Build a model.
[0050] The methylation b-value data of all sites obtained in Example 1 is obtained, and the following table is the b-valre table of partial methylation sites of some samples.
[0051] Table 1. The b-valre values of partial methylation sites in some samples
[0052] cg01178063 cg04391849 cg19935097 cg08456555 cg07764932 ch.X.1084407R X3998888019_R01C01 0.841253 0.860352 0.778807 0.655859 0.711761 0.210351 X3998888019_R02C01 0.875661 0.862716 0.754701 0.483736 0.625609 0.133967 X3998888019_R03C01 0.812792 0.878358 0.809183 0.61919 0.659191 0.173098 X3998888019_R04C01 0.838204 0.841 0.81151 0.650056 0.718287 0.162545 X3998888019_R05C01 0.571084 0.699354 0.715755 0.355657 0.443063 0.110286
[0053] Based on a single methylation site, the feature vector of the sample is constructed, that is, the eigenvalue vector of a sample is c...
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