Clone tree visualization

Dong, Nicole

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https://hdl.handle.net/2142/127301 Copy

Description

Title

Clone tree visualization

Author(s)

Dong, Nicole

Issue Date

2024-12-12

Director of Research (if dissertation) or Advisor (if thesis)

El-Kebir, Mohammed

Department of Study

Siebel School Comp & Data Sci

Discipline

Computer Science

Degree Granting Institution

University of Illinois at Urbana-Champaign

Degree Name

M.S.

Degree Level

Thesis

Keyword(s)

• Bioinformatics
• tumor phylogeny

Abstract

Cancer emerges through an evolutionary process where somatic mutations accumulate in a cell population. This results in each tumor being unique, and in addition, within each tumor there exists intra-tumor heterogeneity (ITH). In order to explore cancer evolution and ITH, researchers use various omics technologies to sequence tumor biopsies. In this work, we present a platform titled Clone Tree Viz which can aid researchers in visualizing tumor clonal structures through an interactive, web-based platform. The tool helps researchers in better understanding clonal evolution and tumor heterogeneity through rendering evolutionary relationships and displaying both SNV and CNA information on the tool. Ultimately, this webpage has the potential to facilitate deeper insights into cancer biology and inform therapeutic strategies by visualizing tumor evolution. The tool can be used to better visualize data for algorithms which integrate multiple omics measurements within the same tumor from bulk DNA sequencing data, and have the aim of constructing more comprehensive tumor phylogenies for mutations in the genome, allowing a more thorough understanding of cancer evolution. Overall, the goal of Clone Tree Viz is to allow for convenient visualization of clone tree data for a clearer understanding of how SNVs and CNAs interact and affect the evolutionary phylogeny of tumor cells.

Graduation Semester

2024-12

Type of Resource

Thesis

Handle URL

https://hdl.handle.net/2142/127301

Copyright and License Information

Copyright 2024 Nicole Dong

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