Biomarkers and their applications for the diagnosis of cerebral infarction and white matter lesions
A biomarker and cerebral infarction technology, applied in disease diagnosis, biological testing, biomaterial analysis, etc., can solve problems such as complicated operation, high cost, and need to move patients
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Embodiment 1
[0036] 1. Model building sample group 116 people (internal population)
[0037] Selected control population: 66 people without a history of cerebral infarction, without abnormality in MRI and normal by clinical evaluation, male to female ratio: 1:1, age range: over 45.
[0038] Patient population: with a history of cerebral infarction, MRI nuclear magnetic resonance examination showed high signal in the white matter of the brain, a total of 50 patients, male to female ratio: 1:1, age range: over 45.
[0039] The collected serum samples of the above population were thawed on ice, and 200 μL of serum was extracted with 600 μL of pre-cooled isopropanol, vortexed with a vortex oscillator (model MX-S, Scilogex, USA) for 1 min, incubated at room temperature for 10 min, and then The extraction mixture was stored overnight at -20°C. After centrifugation at 4000rr for 20min in a refrigerated centrifuge (model D3024R, Scilogex, USA), the supernatant was transferred to a new centrifuge t...
Embodiment 2
[0065] Example 2 External data set, logistic regression model verification
[0066] The model validation sample group is 158 people (external population), including normal people: no history of cerebral infarction, no abnormalities in MRI nuclear magnetic detection, a total of 58 people, male to female ratio: 1:1, age range: 45 and above.
[0067] Patient population: with a history of cerebral infarction, MRI nuclear magnetic resonance examination showed cerebral white matter with high signal, 100 patients, male to female ratio: 1:1 age range: over 45.
[0068] According to the method in Example 1, galactosylceramide, glucosylceramide, β-alpipentol, arborvitene, 1,3Z,6Z,9Z-nonanetetraene, p-cymene, oxalic acid, The content of 3-(stearyloxy group)-4-(trimethylammonium group) butyrate, according to and drawing corresponding ROC curve figure, the result is as follows:
[0069] "Model A" variable is F12+F1, and the result of the ROC curve is as follows Figure 7 , Sensitivity (s...
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