# Evolutionary dynamics of early and late mutational signatures in metastatic cancer

**Authors:** Anastasia Yankovskiy, Sudhir Kumar, Sayaka Miura

PMC · DOI: 10.3389/fbinf.2026.1735360 · 2026-03-05

## TL;DR

This study explores how mutational signatures in metastatic cancer differ between early and late stages of tumor evolution.

## Contribution

The paper identifies distinct mutational patterns in early and late mutations in metastatic cancer patients.

## Key findings

- Early mutations are often dominated by a single mutational signature shared among tumors of the same type.
- Late mutations show more complex and diverse mutational signatures, making them harder to decompose.
- Early mutations preserve clearer signals of their origin compared to late mutations.

## Abstract

Cancer genomes accumulate somatic mutations over time, influenced by both intrinsic and extrinsic mutational processes. In metastatic cancer, disseminated tumor cells may acquire additional mutations at metastatic sites, shaped by extrinsic factors distinct from those at the primary tumor. As a result, cancer genomes at metastatic sites may bear mutational signatures originating from both primary and metastatic environments. However, the patterns and relative contributions of mutational signatures specific to metastatic sites remain poorly understood. To investigate this, we analyzed mutational signatures from seven metastatic cancer patients. We observed distinct mutational patterns between early and late mutation profiles within individual patients, where the early and late categories were based on their relative timing during tumor evolution. Early mutations were often dominated by a single mutational signature that accounted for more than half of the total signature burden. These dominant signatures tended to be shared among tumors of the same cancer type, suggesting that early mutations in metastatic cancers may be shaped by a single, highly active mutational process at the primary tumor site. In contrast, late mutations were often more poorly decomposed into distinct mutational signatures, reflecting more complex and diverse compositions. Overall, early mutations tended to preserve clearer signals of their origin.

## Linked entities

- **Diseases:** cancer (MONDO:0004992)

## Full-text entities

- **Diseases:** Cancer (MESH:D009369)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12999922/full.md

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Source: https://tomesphere.com/paper/PMC12999922