miRNAs expression profile model related to human multiple myeloma, construction method and application thereof
A multiple myeloma and atlas model technology, applied in the biological field, can solve problems such as poor compliance of elderly patients, missed diagnosis of MM, and inaccurate evaluation
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Embodiment 1
[0038] Example 1: Study on differential expression profile of miRNA in tumor cells of myeloma patients
[0039] Bone marrow samples were collected from patients with multiple myeloma (n=8), mononuclear cells were separated with lymphocyte separation medium, and CD138 cells were obtained by magnetic bead sorting + Plasma cell. The RNA of plasma cells (Plasma Cells, PC) was extracted, and the miRNA expression profile was identified by next-generation small RNA sequencing. The miRNA expression profile of normal human (n=2) plasma cells was used as a control to clarify the characteristic miRNA expression of tumor cells in myeloma patients Spectrum (such as figure 1 , figure 2 Shown, among which the multiple myeloma patients are circled in the PCA graph). The differential genes obtained by sequencing are shown in Table 1 (P<0.05); there were 376 differential genes in the sequencing results, of which 293 were up-regulated and 83 were down-regulated.
[0040] Table 1. Differenti...
Embodiment 2
[0051] Example 2: Research on the expression profile of serum miRNA in patients with myeloma
[0052] Collect peripheral blood samples (Peripheral Blood Serum, PBS) from multiple myeloma patients (n=8), separate serum and extract miRNA molecules (extraction kit, QiagenLot: 160022868), and use next-generation small RNA sequencing to identify miRNA expression profiles , using the serum miRNA expression profile of normal people (n=2) as a control, to clarify the characteristic serum miRNA expression profile of myeloma patients (such as image 3 , Figure 4 Shown, among which the multiple myeloma patients are circled in the PCA graph). The analysis results showed that compared with the normal human serum miRNA expression profile, there were 74 differentially expressed miRNAs in the serum of myeloma patients (P<0.05), of which 18 differentially expressed genes were up-regulated and 56 genes were down-regulated. PBS The differential miRNAs genes are shown in Table 2.
[0053] Tab...
Embodiment 3
[0057] Example 3: Study on differential miRNA expression profile of serum exosomes in patients with multiple myeloma
[0058] Peripheral blood samples from patients with multiple myeloma (n=8) were collected, exosomes (Exosome, EXO) were isolated and purified, and total RNA molecules in the exosomes were extracted. Identification of miRNA expression profile through quality inspection, library construction, sequencing, and smallRNA sequencing, using the serum exosomal miRNA expression profile of normal people (n=2) as a control, to clarify the characteristic serum miRNA expression profile of myeloma patients (such as Figure 5 , Image 6 Shown, among which the multiple myeloma patients are circled in the PCA graph). The sequencing results showed that compared with normal human serum miRNA, there were a total of 21 differential genes (P<0.05), of which 14 differential genes were up-regulated and 7 genes were down-regulated, as shown in Table 3.
[0059] Table 3. Differential m...
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