Identification of molecular vulnerabilities in human multiple myeloma cells by RNA interference lethality screening of the druggable genome

Cancer Res. 2012 Feb 1;72(3):757-68. doi: 10.1158/0008-5472.CAN-11-2781. Epub 2011 Dec 6.

Abstract

Despite recent advances in targeted treatments for multiple myeloma, optimal molecular therapeutic targets have yet to be identified. To functionally identify critical molecular targets, we conducted a genome-scale lethality study in multiple myeloma cells using siRNAs. We validated the top 160 lethal hits with four siRNAs per gene in three multiple myeloma cell lines and two non-myeloma cell lines, cataloging a total of 57 potent multiple myeloma survival genes. We identified the Bcl2 family member MCL1 and several 26S proteasome subunits among the most important and selective multiple myeloma survival genes. These results provided biologic validation of our screening strategy. Other essential targets included genes involved in RNA splicing, ubiquitination, transcription, translation, and mitosis. Several of the multiple myeloma survival genes, especially MCL1, TNK2, CDK11, and WBSCR22, exhibited differential expression in primary plasma cells compared with other human primary somatic tissues. Overall, the most striking differential functional vulnerabilities between multiple myeloma and non-multiple myeloma cells were found to occur within the 20S proteasome subunits, MCL1, RRM1, USP8, and CKAP5. We propose that these genes should be investigated further as potential therapeutic targets in multiple myeloma.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Antineoplastic Agents / pharmacology
  • Biomarkers, Tumor / genetics
  • Cell Line, Tumor
  • Cell Survival / drug effects
  • Cell Survival / genetics
  • Cyclin-Dependent Kinases / genetics
  • Gene Expression Profiling
  • Gene Expression Regulation, Neoplastic
  • Genes, Lethal / genetics*
  • Genetic Predisposition to Disease / genetics
  • Genome, Human / genetics*
  • HEK293 Cells
  • Humans
  • Methyltransferases / genetics
  • Multiple Myeloma / drug therapy
  • Multiple Myeloma / genetics*
  • Multiple Myeloma / pathology
  • Myeloid Cell Leukemia Sequence 1 Protein
  • Protein-Tyrosine Kinases / genetics
  • Proto-Oncogene Proteins c-bcl-2 / genetics
  • RNA Interference*

Substances

  • Antineoplastic Agents
  • Biomarkers, Tumor
  • Myeloid Cell Leukemia Sequence 1 Protein
  • Proto-Oncogene Proteins c-bcl-2
  • BUD23 protein, human
  • Methyltransferases
  • Protein-Tyrosine Kinases
  • TNK2 protein, human
  • CDK11a protein, human
  • Cyclin-Dependent Kinases