Diagnosis and classification of multiple myeloma
View Patent ↗Gene expression profiling between normal B cells/plasma cells and multiple myeloma cells revealed four distinct subgroups of multiple myeloma plasma cells that have significant correlation with clinical characteristics known to be associated with poor prognosis. Diagnosis for multiple myeloma (and possibly monoclonal gammopathy of undetermined significance) based on differential expression of 14 genes, as well as prognostics for the four subgroups of multiple myeloma based on the expression of 24 genes were also established. Gene expression profiling also allows placing multiple myeloma into a developmental schema parallel to that of normal plasma cell differentiation. The development of a gene expression- or developmental stage-based classification system for multiple myeloma would lead to rational design of more accurate and sensitive diagnostics, prognostics and tumor-specific therapies for multiple myeloma.
1. A method of identifying a group of genes that can distinguish between normal plasma cells and plasma cells of multiple myeloma, comprising:
isolating plasma cells from bone marrow of individuals who do not have multiple myeloma and from bone marrow of individuals with multiple myeloma:
purifying said plasma cells by CD138 selection;
isolating total RNA from said plasma cells;
hybridizing said total RNA to a DNA microarray; and
identifying differential gene expression patterns that are statistically significant; and
applying hierarchical clustering analysis to identify a group of genes wherein said group of genes is capable of accurate discrimination between normal plasma cells and plasma cells of multiple myeloma.
2. The method of claim 1 , wherein one said gene has SEQ ID NO: 3.
3. The method of claim 1 , wherein said group of genes is capable of accurate discrimination between four subgroups of multiple myeloma.
4. A method of identifying a group of genes that can distinguish between four subgroups of multiple myeloma, wherein one said gene has SEQ ID NO: 3, comprising:
isolating plasma cells bone marrow of individuals who do not have multiple myeloma and from bone marrowpydividuals with multiple myeloma:
purifying said plasma cells by C0138 selection:
isolating total RNA from said plasma cells:
hybridizing said total RNA to a DNA microarray; and
identifying differential gene expression patterns that are statistically significant and
applying hierarchical clustering analysis to identify a group of genes wherein said group of genes, wherein one said gene has SEQ ID NO: 3, is capable of accurate discrimination between four subgroups of multiple myeloma.