Tumor evolution: Linear, branching, neutral or punctuated?

A Davis, R Gao, N Navin - Biochimica et Biophysica Acta (BBA)-Reviews …, 2017 - Elsevier
Intratumor heterogeneity has been widely reported in human cancers, but our knowledge of
how this genetic diversity emerges over time remains limited. A central challenge in studying …

The evolution of tumour phylogenetics: principles and practice

R Schwartz, AA Schäffer - Nature Reviews Genetics, 2017 - nature.com
Rapid advances in high-throughput sequencing and a growing realization of the importance
of evolutionary theory to cancer genomics have led to a proliferation of phylogenetic studies …

PhyloWGS: reconstructing subclonal composition and evolution from whole-genome sequencing of tumors

AG Deshwar, S Vembu, CK Yung, GH Jang, L Stein… - Genome biology, 2015 - Springer
Tumors often contain multiple subpopulations of cancerous cells defined by distinct somatic
mutations. We describe a new method, PhyloWGS, which can be applied to whole-genome …

Tree inference for single-cell data

K Jahn, J Kuipers, N Beerenwinkel - Genome biology, 2016 - Springer
Understanding the mutational heterogeneity within tumors is a keystone for the development
of efficient cancer therapies. Here, we present SCITE, a stochastic search algorithm to …

Fast and scalable inference of multi-sample cancer lineages

V Popic, R Salari, I Hajirasouliha, D Kashef-Haghighi… - Genome biology, 2015 - Springer
Somatic variants can be used as lineage markers for the phylogenetic reconstruction of
cancer evolution. Since somatic phylogenetics is complicated by sample heterogeneity …

Clonality inference in multiple tumor samples using phylogeny

S Malikic, AW McPherson, N Donmez… - …, 2015 - academic.oup.com
Motivation: Intra-tumor heterogeneity presents itself through the evolution of subclones
during cancer progression. Although recent research suggests that this heterogeneity has …

Reconstruction of clonal trees and tumor composition from multi-sample sequencing data

M El-Kebir, L Oesper, H Acheson-Field… - …, 2015 - academic.oup.com
Motivation: DNA sequencing of multiple samples from the same tumor provides data to
analyze the process of clonal evolution in the population of cells that give rise to a tumor …

Integrative inference of subclonal tumour evolution from single-cell and bulk sequencing data

S Malikic, K Jahn, J Kuipers, SC Sahinalp… - Nature …, 2019 - nature.com
Understanding the clonal architecture and evolutionary history of a tumour poses one of the
key challenges to overcome treatment failure due to resistant cell populations. Previously …

Single-cell sequencing data reveal widespread recurrence and loss of mutational hits in the life histories of tumors

J Kuipers, K Jahn, BJ Raphael… - Genome …, 2017 - genome.cshlp.org
Intra-tumor heterogeneity poses substantial challenges for cancer treatment. A tumor's
composition can be deduced by reconstructing its mutational history. Central to current …

Inferring the mutational history of a tumor using multi-state perfect phylogeny mixtures

M El-Kebir, G Satas, L Oesper, BJ Raphael - Cell systems, 2016 - cell.com
Phylogenetic techniques are increasingly applied to infer the somatic mutational history of a
tumor from DNA sequencing data. However, standard phylogenetic tree reconstruction …