Abstract
Genomic instability contributes to tumorigenesis through the amplification and deletion of cancer driver genes. DNA copy number (CN) profiling of ensembles of tumors allows a thermodynamic analysis of the profile for each tumor. The free energy of the distribution of CNs is found to be a monotonically increasing function of the average chromosomal ploidy. The dependence is universal across several cancer types. Surprisal analysis distinguishes two main known subgroups: Tumors with cells that have or have not undergone whole-genome duplication (WGD). The analysis uncovers that CN states having a narrower distribution are energetically more favorable toward the WGD transition. Surprisal analysis also determines the deviations from a fully stable-state distribution. These deviations reflect constraints imposed by tumor fitness selection pressures. The results point to CN changes that are more common in high-ploidy tumors and thus support altered selection pressures upon WGD.
Original language | English |
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Pages (from-to) | 18880-18890 |
Number of pages | 11 |
Journal | Proceedings of the National Academy of Sciences of the United States of America |
Volume | 117 |
Issue number | 31 |
DOIs | |
State | Published - 4 Aug 2020 |
Bibliographical note
Publisher Copyright:© 2020 National Academy of Sciences. All rights reserved.
Keywords
- Aneuploid
- Free energy
- Genomic instability
- Surprisal analysis
- Whole-genome doubling