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Integrative gene expression profiling reveals G6PD-mediated resistance to RNA-directed nucleoside analogues in B-cell neoplasms.

Publication ,  Journal Article
McBrayer, SK; Yarrington, M; Qian, J; Feng, G; Shanmugam, M; Gandhi, V; Krett, NL; Rosen, ST
Published in: PLoS One
2012

The nucleoside analogues 8-amino-adenosine and 8-chloro-adenosine have been investigated in the context of B-lineage lymphoid malignancies by our laboratories due to the selective cytotoxicity they exhibit toward multiple myeloma (MM), chronic lymphocytic leukemia (CLL), and mantle cell lymphoma (MCL) cell lines and primary cells. Encouraging pharmacokinetic and pharmacodynamic properties of 8-chloro-adenosine being documented in an ongoing Phase I trial in CLL provide additional impetus for the study of these promising drugs. In order to foster a deeper understanding of the commonalities between their mechanisms of action and gain insight into specific patient cohorts positioned to achieve maximal benefit from treatment, we devised a novel two-tiered chemoinformatic screen to identify molecular determinants of responsiveness to these compounds. This screen entailed: 1) the elucidation of gene expression patterns highly associated with the anti-tumor activity of 8-chloro-adenosine in the NCI-60 cell line panel, 2) characterization of altered transcript abundances between paired MM and MCL cell lines exhibiting differential susceptibility to 8-amino-adenosine, and 3) integration of the resulting datasets. This approach generated a signature of seven unique genes including G6PD which encodes the rate-determining enzyme of the pentose phosphate pathway (PPP), glucose-6-phosphate dehydrogenase. Bioinformatic analysis of primary cell gene expression data demonstrated that G6PD is frequently overexpressed in MM and CLL, highlighting the potential clinical implications of this finding. Utilizing the paired sensitive and resistant MM and MCL cell lines as a model system, we go on to demonstrate through loss-of-function and gain-of-function studies that elevated G6PD expression is necessary to maintain resistance to 8-amino- and 8-chloro-adenosine but insufficient to induce de novo resistance in sensitive cells. Taken together, these results indicate that G6PD activity antagonizes the cytotoxicity of 8-substituted adenosine analogues and suggests that administration of these agents to patients with B-cell malignancies exhibiting normal levels of G6PD expression may be particularly efficacious.

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Published In

PLoS One

DOI

EISSN

1932-6203

Publication Date

2012

Volume

7

Issue

7

Start / End Page

e41455

Location

United States

Related Subject Headings

  • RNA, Neoplasm
  • Pentose Phosphate Pathway
  • Neoplasm Proteins
  • Multiple Myeloma
  • Lymphoma, Mantle-Cell
  • Leukemia, Lymphocytic, Chronic, B-Cell
  • Humans
  • Hematologic Neoplasms
  • Glucosephosphate Dehydrogenase
  • General Science & Technology
 

Citation

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McBrayer, S. K., Yarrington, M., Qian, J., Feng, G., Shanmugam, M., Gandhi, V., … Rosen, S. T. (2012). Integrative gene expression profiling reveals G6PD-mediated resistance to RNA-directed nucleoside analogues in B-cell neoplasms. PLoS One, 7(7), e41455. https://doi.org/10.1371/journal.pone.0041455
McBrayer, Samuel K., Michael Yarrington, Jun Qian, Gang Feng, Mala Shanmugam, Varsha Gandhi, Nancy L. Krett, and Steven T. Rosen. “Integrative gene expression profiling reveals G6PD-mediated resistance to RNA-directed nucleoside analogues in B-cell neoplasms.PLoS One 7, no. 7 (2012): e41455. https://doi.org/10.1371/journal.pone.0041455.
McBrayer SK, Yarrington M, Qian J, Feng G, Shanmugam M, Gandhi V, et al. Integrative gene expression profiling reveals G6PD-mediated resistance to RNA-directed nucleoside analogues in B-cell neoplasms. PLoS One. 2012;7(7):e41455.
McBrayer, Samuel K., et al. “Integrative gene expression profiling reveals G6PD-mediated resistance to RNA-directed nucleoside analogues in B-cell neoplasms.PLoS One, vol. 7, no. 7, 2012, p. e41455. Pubmed, doi:10.1371/journal.pone.0041455.
McBrayer SK, Yarrington M, Qian J, Feng G, Shanmugam M, Gandhi V, Krett NL, Rosen ST. Integrative gene expression profiling reveals G6PD-mediated resistance to RNA-directed nucleoside analogues in B-cell neoplasms. PLoS One. 2012;7(7):e41455.

Published In

PLoS One

DOI

EISSN

1932-6203

Publication Date

2012

Volume

7

Issue

7

Start / End Page

e41455

Location

United States

Related Subject Headings

  • RNA, Neoplasm
  • Pentose Phosphate Pathway
  • Neoplasm Proteins
  • Multiple Myeloma
  • Lymphoma, Mantle-Cell
  • Leukemia, Lymphocytic, Chronic, B-Cell
  • Humans
  • Hematologic Neoplasms
  • Glucosephosphate Dehydrogenase
  • General Science & Technology