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Spatial and Temporal Control of Murine Melanoma Initiation from Mutant Melanocyte Stem Cells
Published on: June 7, 2019
Defective cell cycle checkpoint functions in melanoma are associated with altered patterns of gene expression
William K Kaufmann1, Kathleen R Nevis, Pingping Qu
1Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA. wkarlk@med.unc.edu
Abstract:
Defects in DNA damage responses may underlie genetic instability and malignant progression in melanoma. Cultures of normal human melanocytes (NHMs) and melanoma lines were analyzed to determine whether global patterns of gene expression could predict the efficacy of DNA damage cell cycle checkpoints that arrest growth and suppress genetic instability. NHMs displayed effective G1 and G2 checkpoint responses to ionizing radiation-induced DNA damage. A majority of melanoma cell lines (11/16) displayed significant quantitative defects in one or both checkpoints. Melanomas with B-RAF mutations as a class displayed a significant defect in DNA damage G2 checkpoint function. In contrast the epithelial-like subtype of melanomas with wild-type N-RAS and B-RAF alleles displayed an effective G2 checkpoint but a significant defect in G1 checkpoint function. RNA expression profiling revealed that melanoma lines with defects in the DNA damage G1 checkpoint displayed reduced expression of p53 transcriptional targets, such as CDKN1A and DDB2, and enhanced expression of proliferation-associated genes, such as CDC7 and GEMININ. A Bayesian analysis tool was more accurate than significance analysis of microarrays for predicting checkpoint function using a leave-one-out method. The results suggest that defects in DNA damage checkpoints may be recognized in melanomas through analysis of gene expression.
Insights
Defects in DNA damage checkpoints are common in melanoma, leading to genetic instability. Gene expression patterns can predict these checkpoint failures, aiding in melanoma diagnosis and treatment strategies.
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- DNA damage response (DDR) pathways are crucial for maintaining genomic stability.
- Defects in DDR are implicated in cancer development, including melanoma.
- Cell cycle checkpoints prevent proliferation of cells with damaged DNA.
Purpose of the Study:
- To investigate if gene expression patterns can predict DNA damage checkpoint function in melanoma.
- To identify specific gene expression signatures associated with checkpoint defects.
- To compare predictive accuracy of different analytical tools for checkpoint function.
Main Methods:
- Analysis of gene expression profiles in normal human melanocytes (NHMs) and melanoma cell lines.
- Assessment of G1 and G2 cell cycle checkpoint responses to ionizing radiation.
- Application of Bayesian analysis and significance analysis of microarrays (SAM) for data interpretation.
Main Results:
- NHMs exhibited functional G1 and G2 checkpoints.
- 11 out of 16 melanoma cell lines showed defects in one or both checkpoints.
- Melanomas with B-RAF mutations had impaired G2 checkpoints; epithelial-like melanomas with wild-type RAS/RAF had impaired G1 checkpoints.
- Gene expression profiling revealed reduced p53 target genes (e.g., CDKN1A, DDB2) and increased proliferation genes (e.g., CDC7, GEMININ) in melanomas with G1 checkpoint defects.
- Bayesian analysis demonstrated higher accuracy than SAM in predicting checkpoint function.
Conclusions:
- Melanoma cells frequently display defects in DNA damage-induced cell cycle checkpoints.
- Gene expression profiling can identify melanomas with impaired DNA damage responses.
- These findings suggest a potential role for gene expression analysis in recognizing and characterizing DNA damage checkpoint deficiencies in melanoma.
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