Use of polypeptide combination markers in diabetes diagnosis and its kit and method
A diagnostic kit and marker technology, applied in disease diagnosis, chemical instruments and methods, biological testing, etc., can solve the problems of low specificity, lack of sensitivity of markers, etc., and achieve high diagnostic specificity, high sensitivity, and high development The effect of the applied value
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Embodiment 1
[0044] Example 1: Screening of differential polypeptides by standard-free quantitative method
[0045] Clinical samples: 23 human serum samples (including 7 healthy people, 7 prediabetic patients, and 9 type 2 diabetes patients) were from Shanghai Sixth People's Hospital. Patients with prediabetes and type 2 diabetes were diagnosed or excluded by experts, and the three groups were matched for age, body mass index (BMI), blood sugar and other indicators. Blood samples were approved by the local hospital ethics committee, and all subjects signed informed consent. Blood samples were stored in a -80°C refrigerator after collection.
[0046] Extraction of serum endogenous polypeptides: Ultrafiltration centrifugation was used. Specific operation process: Take the blood sample from the -80°C refrigerator and thaw it in an ice bath, vortex to mix, and centrifuge at 20,000g for 5min to discard the lipid. Take 25 μL of each serum sample, add 125 μL of deionized water and boil for 5 m...
Embodiment 2
[0054] Example 2: Dimethyl-labeled polypeptides and targeted MRM verification
[0055] Clinical samples: 18 human serum samples (including 9 serum samples from healthy individuals and 9 serum samples from patients with type 2 diabetes) were obtained from Shanghai Sixth People's Hospital. Type 2 diabetes patients were diagnosed or excluded by experts, and the three groups of subjects were matched for age, body mass index (BMI), blood sugar and other indicators. There were no complications such as hypertension and hyperglycemia in the diabetic patients. Blood samples were approved by the local hospital ethics committee, and all subjects signed informed consent. Blood samples were stored in a -80°C refrigerator after collection.
[0056] Extraction of Serum Endogenous Polypeptides: Reference Example 1.
[0057] Synthesis of peptides: According to the information in Table 3 above, the structure of the synthetic target peptides was reconfirmed by comparing their MS spectra.
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Embodiment 3
[0079] Example 3: Determination of Early Warning / Diagnostic Markers
[0080] From the above quantitative results, it can be seen that the contents of the polypeptides GVLSSRQLGLPGPPDVPDHAAYHPF(245), GVLSSRQLGLPGPPDVPDHAA(244), GLPGPPDVPDHAAYHPF(251), DIQMTQSPSSVSASVGD(254), and GSEMVVAGKLQ(261) changed significantly in the healthy and diabetic patients.
[0081] Using SPSS statistical software, through binary logistic regression analysis, five peptides were regressed as combined marker variables, and ROC (receiver operating characteristic) curve was used to evaluate the sensitivity and specificity of combined markers. Candidate markers were identified with AUC greater than 0.8.
[0082] The five peptides are regressed as the combined marker variable X, and the binary logistic regression equation is:
[0083] X=16.383+9.702×C(245)+27.806×C(244)-45.662×C(251)-17.920×C(254)-37.420×C(261)
[0084] Prob(diabetes)=1 / [1+e -X ]
[0085] C represents the concentration of the endoge...
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