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Updated: May 13, 2026

Patient Derived Cell Culture and Isolation of CD133+ Putative Cancer Stem Cells from Melanoma
Published on: March 13, 2013
A prognostic signature of G(2) checkpoint function in melanoma cell lines
Bernard Omolo1, Craig Carson, Haitao Chu
1Division of Mathematics and Computer Science, University of South Carolina Upstate, Spartanburg, SC, USA.
Abstract:
As DNA damage checkpoints are barriers to carcinogenesis, G(2) checkpoint function was quantified to test for override of this checkpoint during melanomagenesis. Primary melanocytes displayed an effective G(2) checkpoint response to ionizing radiation (IR)-induced DNA damage. Thirty-seven percent of melanoma cell lines displayed a significant defect in G(2) checkpoint function. Checkpoint function was melanoma subtype-specific with "epithelial-like" melanoma lines, with wild type NRAS and BRAF displaying an effective checkpoint, while lines with mutant NRAS and BRAF displayed defective checkpoint function. Expression of oncogenic B-Raf in a checkpoint-effective melanoma attenuated G(2) checkpoint function significantly but modestly. Other alterations must be needed to produce the severe attenuation of G(2) checkpoint function seen in some BRAF-mutant melanoma lines. Quantitative trait analysis tools identified mRNA species whose expression was correlated with G(2) checkpoint function in the melanoma lines. A 165 gene signature was identified with a high correlation with checkpoint function (p < 0.004) and low false discovery rate (≤ 0.077). The G(2) checkpoint gene signature predicted G(2) checkpoint function with 77-94% accuracy. The signature was enriched in lysosomal genes and contained numerous genes that are associated with regulation of chromatin structure and cell cycle progression. The core machinery of the cell cycle was not altered in checkpoint-defective lines but rather numerous mediators of core machinery function were. When applied to an independent series of primary melanomas, the predictive G(2) checkpoint signature was prognostic of distant metastasis-free survival. These results emphasize the value of expression profiling of primary melanomas for understanding melanoma biology and disease prognosis.
Insights
Melanoma cell lines show defects in the G(2) DNA damage checkpoint, particularly those with BRAF mutations. A 165-gene signature predicts checkpoint function and prognosis in melanoma.
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- DNA damage checkpoints are crucial for preventing cancer.
- Investigating G(2) checkpoint function is important for understanding melanoma development.
Purpose of the Study:
- To quantify G(2) checkpoint function during melanomagenesis.
- To identify molecular signatures associated with G(2) checkpoint defects in melanoma.
- To assess the prognostic value of G(2) checkpoint gene signatures.
Main Methods:
- Assessed G(2) checkpoint response to ionizing radiation in primary melanocytes and melanoma cell lines.
- Utilized quantitative trait analysis to identify mRNA expression correlated with G(2) checkpoint function.
- Developed and validated a 165-gene G(2) checkpoint signature.
- Correlated the signature with clinical data from independent melanoma samples.
Main Results:
- Primary melanocytes exhibited an effective G(2) checkpoint.
- 37% of melanoma cell lines showed defective G(2) checkpoint function, often associated with NRAS/BRAF mutations.
- A 165-gene signature accurately predicted G(2) checkpoint function (77-94%) and was enriched in lysosomal and chromatin-related genes.
- The signature was prognostic for distant metastasis-free survival in primary melanomas.
Conclusions:
- G(2) checkpoint dysfunction is a feature of some melanomas, linked to specific mutations.
- A novel 165-gene signature effectively predicts G(2) checkpoint status and melanoma prognosis.
- Gene expression profiling offers valuable insights into melanoma biology and patient outcomes.
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