Cell ReportsBioinformaticsPeer-reviewed journal article
Karyotype Evolution in Response to Chemoradiotherapy and Upon Recurrence of Esophageal Adenocarcinomas.
Karen van der SluisiD, Johanna Wilhelmina van SandickiD, Willem J. KoemansiD, Tom van den BoschiD, Annegien BroeksiD, Dennis D. G. C. PetersiD, Iris M. SeignetteiD, Christian R. RauschiD, Erik van DijkiD, Pétur SnæbjörnssoniD, José G. van den Berg, Nicole C.T. van GriekeniD, Bauke YlstraiD, Beatriz G. CarvalhoiD, Daniël M. MiedemaiD, Liudmila L. KodachiD
Abstract
The genome of esophageal adenocarcinoma (EAC) is highly unstable and might evolve over time. Here, we track karyotype evolution in EACs in response to treatment and upon recurrence through multi-region and longitudinal analysis. To this end, we introduce L-PAC, a bio-informatics technique that allows inference of absolute copy number aberrations (CNA) of low-purity samples by leveraging information of high-purity samples from the same cancer. Quantitative analysis of matched absolute CNAs reveals that the amount of karyotype evolution induced by chemoradiotherapy (CRT) is predictive for early recurrence and depends on the initial level of karyotype intra-tumor heterogeneity. We observe that CNAs acquired in response to CRT are partially reversed back to the initial state upon recurrence. CRT hence alters the fitness landscape to which tumors can adjust by adapting their karyotype. Together, our results indicate that karyotype plasticity contributes to therapy resistance of EACs.
- organism: human
- assay: whole-genome sequencing
- research focus: differential expression
- research focus: variant calling
- research focus: gene regulatory network inference
- research focus: trajectory inference
- approach: statistical model
- Citations
- 1
- FWCI
- 0.20
- Field percentile
- 50th percentile
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