Diagnosis, prognosis and identification of potential therapeutic targets of multiple myeloma based on gene expression profiling
View Patent ↗Gene expression profiling is a powerful tool that has varied utility. It enables classification of multiple myeloma into subtypes and identifying genes directly involved in disease pathogensis and clinical manifestation. The present invention used gene expression profiling in large uniformly treated population of patients with myeloma to identify genes associated with poor prognosis. It also demonstrated that over-expression of CKS1B gene, mainly due to gene amplification that was determined by Fluorescent in-situ hybridization to impart a poor prognosis in multiple myleoma. It is further contemplated that therapeutic strategies that directly target CKS1B or related pathways may represent novel, and more specific means of treating high risk myeloma and may prevent its secondary evolution.
1. A method of detecting high risk multiple myeloma in a human subject diagnosed with monoclonal gammopathy of undetermined significance (MGUS), comprising the steps of:
determining gene expression levels of GNG10, PNPLA4, KIAA1754, AHCYL1, MCLC, EVI5, AD-020, PARG1, CTBS, FUCA1, RFP2, FLJ20489, LTBP1, TRIP13, AIM2, SELI, SLC19A1, LARS2, OPN3, ASPM, CCT2, UBE21, STK6, FLJ13052, FLJ12525, BIRC5, CKS1B, CKAPl, MGC57827, DKFZp7790175, PFN1, ILF3, IFI16, TBRG4, PAPDl, EIF2C2, MGC4308, ENOl, DSG2, EXOSC4, TAGLN2, RUVBL1, ALDOA, CPSF3, MGC15606, LGALS1, RAD18, SNX5, PSMD4, RAN, KIF14, CBX3, TMPO, DKFZP586L0724, WEEl, ROBO1, TCOF1, YWHAZ, and MPHOSPH1 in plasma cells isolated from the human patient, wherein the gene expression levels are determined by isolating RNA from the plasma cells and contacting the isolated RNA or a cDNA derived therefrom with a nucleic acid probe specific for each gene; and
comparing the expression levels to expression levels for each gene in a control sample from a normal healthy individual and detecting high risk multiple myeloma on the basis of the comparison, wherein:
reduced expression of GNG10, PNPLA4, KIAA1754, AHCYL1, MCLC, EVI5, AD-020, PARG1, CTBS, FUCA1, RFP2, FLJ20489, or LTBP1, relative to the control is associated with high risk multiple myeloma; and
overexpression of TRIP13, AIM2, SELI, SLC19A1, LARS2, OPN3, ASPM, CCT2, UBE21, STK6, FLJ13052, FLJ12525, BIRC5, CKS1B, CKAPl, MGC57827, DKFZp7790175, PFN1, ILF3, IFI16, TBRG4, PAPDl, EIF2C2, MGC4308, ENOl, DSG2, EXOSC4, TAGLN2, RUVBL1, ALDOA, CPSF3, MGC15606, LGALS1, RAD18, SNX5, PSMD4, RAN, KIF14, CBX3, TMPO, DKFZP586L0724, WEEl, ROBO1, TCOF1, YWHAZ, or MPHOSPH1, relative to the control is associated with high risk multiple myeloma.
2. The method of claim 1 , wherein the gene expression levels are determined by DNA microarray or RT-PCR.
3. The method of claim 1 , wherein determining the gene expression levels comprises generating cDNA from the isolated RNA.
4. The method of claim 1 , wherein the plasma cells are CD138-enriched plasma cells.