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accession-icon GSE635
Identification of novel genomic determinants of cellular drug resistance in acute lymphoblastic leukemia.
  • organism-icon Homo sapiens
  • sample-icon 173 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133A Array (hgu133a)

Description

Cellular drug resistance is associated with an unfavorable prognosis in pediatric acute lymphoblastic leukemia (ALL). To identify genes conferring resistance to antileukemic agents, we analyzed the expression of >12,700 genes in sensitive and resistant ALL cells obtained at diagnosis from 174 patients. This revealed 42, 59, 54 and 22 genes (P0.001) that were differentially expressed in B-lineage ALL that was sensitive versus resistant to prednisolone, vincristine, asparaginase or daunorubicin, respectively, with prediction accuracies of 71-76%. Notably, 149 of the discriminating genes have not been previously associated with resistance to these anticancer agents. These included carbohydrate-metabolism and transcription-associated genes for prednisolone, cytoskeleton and extracellular matrix genes for vincristine, ribosomal protein and translation-associated genes for asparaginase, and RAS signaling and nucleosome remodeling complex genes for daunorubicin. The identification of novel genomic determinants of cellular drug resistance provides new insights for overcoming drug resistance in acute lymphoblastic leukemia.

Publication Title

Gene-expression patterns in drug-resistant acute lymphoblastic leukemia cells and response to treatment.

Sample Metadata Fields

No sample metadata fields

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accession-icon GSE10255
Gene expression in primary acute lymphoblastic leukemia (ALL) associated with methotrexate treatment response
  • organism-icon Homo sapiens
  • sample-icon 158 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133A Array (hgu133a)

Description

Genome-wide assessment of gene expression in primary acute lymphoblastic leukemia cells was performed to identify genomic determinants of MTXs antileukemic effects. Reduction of circulating leukemia cells after in vivo methotrexate treatment served as a measure MTX's antileukemic effects.

Publication Title

In vivo response to methotrexate forecasts outcome of acute lymphoblastic leukemia and has a distinct gene expression profile.

Sample Metadata Fields

No sample metadata fields

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accession-icon GSE2351
chemotherapy cross-resistance and treatment response in childhood acute lymphoblastic leukemia
  • organism-icon Homo sapiens
  • sample-icon 129 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133A Array (hgu133a)

Description

Acute lymphoblastic leukemia (ALL) can be cured with combination chemotherapy in over 75% of children, but the cause of treatment failure in the remaining patients is unknown. We determined the sensitivity of ALL cells to individual antileukemic agents in 441 patients, and used a genome-wide approach to identify 45 genes differentially expressed in ALL exhibiting cross-resistance to prednisolone, vincristine, asparaginase and daunorubicin. We also identified a distinct phenotype of discordant resistance to asparaginase and vincristine and 139 genes whose expression was associated with this novel phenotype. The expression of these genes discriminated treatment outcome in two independent patient populations, identifying a subset of patients with a markedly inferior outcome (37%13% 5-year DFS).

Publication Title

Identification of genes associated with chemotherapy crossresistance and treatment response in childhood acute lymphoblastic leukemia.

Sample Metadata Fields

No sample metadata fields

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accession-icon GSE650
DNR sensitive all ALL
  • organism-icon Homo sapiens
  • sample-icon 94 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133A Array (hgu133a)

Description

primary ALL cells (B- and T-lineage) sensitive to daunorubicinby the MTT in vitro sensitivity assay

Publication Title

Gene-expression patterns in drug-resistant acute lymphoblastic leukemia cells and response to treatment.

Sample Metadata Fields

No sample metadata fields

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accession-icon GSE648
VCR sensitive all ALL
  • organism-icon Homo sapiens
  • sample-icon 89 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133A Array (hgu133a)

Description

primary ALL cells (B- and T-lineage) sensitive to vincristine by the MTT in vitro sensitivity assay

Publication Title

Gene-expression patterns in drug-resistant acute lymphoblastic leukemia cells and response to treatment.

Sample Metadata Fields

No sample metadata fields

View Samples
accession-icon GSE659
DNR sensitive B-ALL
  • organism-icon Homo sapiens
  • sample-icon 82 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133A Array (hgu133a)

Description

primary ALL cells (B-lineage) sensitive to daunorubicin by the MTT in vitro sensitivity assay

Publication Title

Gene-expression patterns in drug-resistant acute lymphoblastic leukemia cells and response to treatment.

Sample Metadata Fields

No sample metadata fields

View Samples
accession-icon GSE643
ASP sensitive all ALL
  • organism-icon Homo sapiens
  • sample-icon 81 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133A Array (hgu133a)

Description

primary ALL cells (B- and T-lineage) sensitive to L-asparaginase by the MTT in vitro sensitivity assay

Publication Title

Gene-expression patterns in drug-resistant acute lymphoblastic leukemia cells and response to treatment.

Sample Metadata Fields

No sample metadata fields

View Samples
accession-icon GSE657
VCR sensitive B-ALL
  • organism-icon Homo sapiens
  • sample-icon 75 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133A Array (hgu133a)

Description

primary ALL cells (B-lineage) sensitive to vincristine by the MTT in vitro sensitivity assay

Publication Title

Gene-expression patterns in drug-resistant acute lymphoblastic leukemia cells and response to treatment.

Sample Metadata Fields

No sample metadata fields

View Samples
accession-icon GSE653
ASP sensitive B-ALL
  • organism-icon Homo sapiens
  • sample-icon 66 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133A Array (hgu133a)

Description

primary ALL cells (B-lineage) sensitive to L-asparaginase by the MTT in vitro sensitivity assay

Publication Title

Gene-expression patterns in drug-resistant acute lymphoblastic leukemia cells and response to treatment.

Sample Metadata Fields

No sample metadata fields

View Samples
accession-icon GSE646
PRED sensitive all ALL
  • organism-icon Homo sapiens
  • sample-icon 66 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133A Array (hgu133a)

Description

primary ALL cells (B- and T-lineage) sensitive to prednisolone by the MTT in vitro sensitivity assay

Publication Title

Gene-expression patterns in drug-resistant acute lymphoblastic leukemia cells and response to treatment.

Sample Metadata Fields

No sample metadata fields

View Samples
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refine.bio is a repository of uniformly processed and normalized, ready-to-use transcriptome data from publicly available sources. refine.bio is a project of the Childhood Cancer Data Lab (CCDL)

fund-icon Fund the CCDL

Developed by the Childhood Cancer Data Lab

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Cite refine.bio

Casey S. Greene, Dongbo Hu, Richard W. W. Jones, Stephanie Liu, David S. Mejia, Rob Patro, Stephen R. Piccolo, Ariel Rodriguez Romero, Hirak Sarkar, Candace L. Savonen, Jaclyn N. Taroni, William E. Vauclain, Deepashree Venkatesh Prasad, Kurt G. Wheeler. refine.bio: a resource of uniformly processed publicly available gene expression datasets.
URL: https://www.refine.bio

Note that the contributor list is in alphabetical order as we prepare a manuscript for submission.

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