Several tools have been proposed to infer tumor phylogenies from single-cell sequencing data, but a systematic way of comparing them is still lacking. One of the reasons is that the decomposition of the complete procedure is not settled. We propose a description of the procedure in separate steps and we provide a tool that is able to combine those steps with the final goal of comparing the tools attacking each distinct step. Moreover, we have implemented an easy-to-use graphical application that can run the entire phylogeny inference pipeline, therefore facilitating the use of different tools.

Plastic: An Easy to Use and Modular Tool for Benchmarking Tumor Phylogeny Reconstruction Pipelines / A. Juyal, Z. Tayebi, A. Zelikovsky, M. Soto-Gomez, S. Ciccolella, G.D. Vedova, M. Patterson (LECTURE NOTES IN COMPUTER SCIENCE). - In: Computational Advances in Bio and Medical Sciences / [a cura di] M.S. Bansal, W. Chen, Y. Khudyakov, I.I. Măndoiu, M.R. Moussa, M. Patterson, S. Rajasekaran, P. Skums, S.V. Thankachan, A. Zelikovsky. - [s.l] : Springer Nature, 2025 Feb 21. - ISBN 9783031827679. - pp. 82-93 (( Intervento presentato al 12. convegno International Conference, ICCABS tenutosi a Norman nel 2023 [10.1007/978-3-031-82768-6_8].

Plastic: An Easy to Use and Modular Tool for Benchmarking Tumor Phylogeny Reconstruction Pipelines

M. Soto-Gomez;
2025

Abstract

Several tools have been proposed to infer tumor phylogenies from single-cell sequencing data, but a systematic way of comparing them is still lacking. One of the reasons is that the decomposition of the complete procedure is not settled. We propose a description of the procedure in separate steps and we provide a tool that is able to combine those steps with the final goal of comparing the tools attacking each distinct step. Moreover, we have implemented an easy-to-use graphical application that can run the entire phylogeny inference pipeline, therefore facilitating the use of different tools.
Single-cell sequencing; Tumor phylogeny reconstruction; Benchmarking
Settore INFO-01/A - Informatica
21-feb-2025
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1154035
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