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Gene expression signatures as a guide to treatment strategies for in-transit metastatic melanoma.

Publication ,  Journal Article
Augustine, CK; Jung, S-H; Sohn, I; Yoo, JS; Yoshimoto, Y; Olson, JA; Friedman, HS; Ali-Osman, F; Tyler, DS
Published in: Mol Cancer Ther
April 2010

In-transit metastatic melanoma, which typically presents as multifocal lesions, provides a unique setting to evaluate the utility of gene signatures for defining optimal regional therapeutic strategies and assessing the efficacy of treatment. The goal of this study was to determine whether a single multifocal lesion is representative of residual tumor burden in terms of gene expression signatures predictive of response to therapy. Using microarray-based gene expression profiling, we examined 55 in-transit melanoma lesions across 29 patients with multifocal disease. Principal component analysis, unsupervised hierarchical clustering, one-way ANOVA, binary regression analysis, and gene signatures predictive of oncogenic pathway activation were used to compare patterns of gene expression across all multifocal lesions from a patient. Patterns of gene expression were highly similar (P < 0.006; average r = 0.979) across pretreatment lesions from a single patient compared with the significantly different patterns observed across patients (P < 0.05). The findings presented in this study show that individual melanoma tumor nodules in patients with multifocal disease harbor similar patterns of gene expression and a single lesion can be used to predict response to chemotherapy, evaluate the activation status of oncogenic signaling pathways, and characterize other aspects of the biology of an individual patient's disease. These results will facilitate the use of gene expression profiling in melanoma regional therapy clinical trials to not only select optimal regional chemotherapeutic agents but to also allow for a more rational identification of candidates for specific targeted therapies and evaluation of their therapeutic efficacy. Mol Cancer Ther; 9(4); 779-90. (c)2010 AACR.

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Published In

Mol Cancer Ther

DOI

EISSN

1538-8514

Publication Date

April 2010

Volume

9

Issue

4

Start / End Page

779 / 790

Location

United States

Related Subject Headings

  • Transcription, Genetic
  • Temozolomide
  • Signal Transduction
  • Regression Analysis
  • Oncology & Carcinogenesis
  • Neoplasm Metastasis
  • Middle Aged
  • Melphalan
  • Melanoma
  • Male
 

Citation

APA
Chicago
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Augustine, C. K., Jung, S.-H., Sohn, I., Yoo, J. S., Yoshimoto, Y., Olson, J. A., … Tyler, D. S. (2010). Gene expression signatures as a guide to treatment strategies for in-transit metastatic melanoma. Mol Cancer Ther, 9(4), 779–790. https://doi.org/10.1158/1535-7163.MCT-09-0764
Augustine, Christina K., Sin-Ho Jung, Insuk Sohn, Jin Soo Yoo, Yasunori Yoshimoto, John A. Olson, Henry S. Friedman, Francis Ali-Osman, and Douglas S. Tyler. “Gene expression signatures as a guide to treatment strategies for in-transit metastatic melanoma.Mol Cancer Ther 9, no. 4 (April 2010): 779–90. https://doi.org/10.1158/1535-7163.MCT-09-0764.
Augustine CK, Jung S-H, Sohn I, Yoo JS, Yoshimoto Y, Olson JA, et al. Gene expression signatures as a guide to treatment strategies for in-transit metastatic melanoma. Mol Cancer Ther. 2010 Apr;9(4):779–90.
Augustine, Christina K., et al. “Gene expression signatures as a guide to treatment strategies for in-transit metastatic melanoma.Mol Cancer Ther, vol. 9, no. 4, Apr. 2010, pp. 779–90. Pubmed, doi:10.1158/1535-7163.MCT-09-0764.
Augustine CK, Jung S-H, Sohn I, Yoo JS, Yoshimoto Y, Olson JA, Friedman HS, Ali-Osman F, Tyler DS. Gene expression signatures as a guide to treatment strategies for in-transit metastatic melanoma. Mol Cancer Ther. 2010 Apr;9(4):779–790.

Published In

Mol Cancer Ther

DOI

EISSN

1538-8514

Publication Date

April 2010

Volume

9

Issue

4

Start / End Page

779 / 790

Location

United States

Related Subject Headings

  • Transcription, Genetic
  • Temozolomide
  • Signal Transduction
  • Regression Analysis
  • Oncology & Carcinogenesis
  • Neoplasm Metastasis
  • Middle Aged
  • Melphalan
  • Melanoma
  • Male