Article
Fast intratumor heterogeneity inference from single-cell sequencing data.
Nature computational science - 1 Sept 2022
Kızılkale Can, Rashidi Mehrabadi Farid, Sadeqi Azer Erfan, Pérez-Guijarro Eva, Marie Kerrie L, Lee Maxwell P, Day Chi-Ping, Merlino Glenn, Ergün Funda, Buluç Aydın, Sahinalp S Cenk, Malikić Salem
Abstract excerpt
We introduce HUNTRESS, a computational method for mutational intratumor heterogeneity inference from noisy genotype matrices derived from single-cell sequencing data, the running time of which is linear with the number of cells and quadratic with the number of mutations. We prove that, under reasonable conditions, HUNTRESS computes the true progression history of a tumor with high probability. On simulated and...
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