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Updated: Feb 25, 2026

Using Next Generation Sequencing to Identify Mutations Associated with Repair of a CAS9-induced Double Strand Break Near the CD4 Promoter
Published on: March 31, 2022
Clustered Mutation Signatures Reveal that Error-Prone DNA Repair Targets Mutations to Active Genes
1EMBL-CRG Systems Biology Unit, Centre for Genomic Regulation (CRG), the Barcelona Institute of Science and Technology, 08003 Barcelona, Spain; Universitat Pompeu Fabra (UPF), 08003 Barcelona, Spain; Division of Electronics, Rudjer Boskovic Institute, 10000 Zagreb, Croatia.
Abstract:
Many processes can cause the same nucleotide change in a genome, making the identification of the mechanisms causing mutations a difficult challenge. Here, we show that clustered mutations provide a more precise fingerprint of mutagenic processes. Of nine clustered mutation signatures identified from >1,000 tumor genomes, three relate to variable APOBEC activity and three are associated with tobacco smoking. An additional signature matches the spectrum of translesion DNA polymerase eta (POLH). In lymphoid cells, these mutations target promoters, consistent with AID-initiated somatic hypermutation. In solid tumors, however, they are associated with UV exposure and alcohol consumption and target the H3K36me3 chromatin of active genes in a mismatch repair (MMR)-dependent manner. These regions normally have a low mutation rate because error-free MMR also targets H3K36me3 chromatin. Carcinogens and error-prone repair therefore redistribute mutations to the more important regions of the genome, contributing a substantial mutation load in many tumors, including driver mutations.
Insights
Clustered mutations offer a precise fingerprint for identifying mutagenic processes. This study reveals signatures linked to APOBEC activity, tobacco smoking, and DNA repair mechanisms in various cancers.
Area of Science:
- Genomics
- Cancer Biology
- Molecular Biology
Background:
- Identifying the specific causes of genomic mutations is challenging due to multiple processes yielding similar nucleotide changes.
- Clustered mutations serve as more accurate indicators of mutagenic processes than individual mutations.
- Understanding these signatures is crucial for cancer research and treatment.
Purpose of the Study:
- To identify and characterize distinct clustered mutation signatures across a large dataset of tumor genomes.
- To associate these signatures with specific mutagenic factors such as chemical exposure and DNA repair pathways.
- To investigate the genomic targeting of these mutations in different cancer types.
Main Methods:
- Analysis of over 1,000 tumor genomes to identify clustered mutation patterns.
- Development and application of computational methods to detect mutation signatures.
- Correlation of identified signatures with known mutagens (e.g., tobacco, UV, alcohol) and DNA repair mechanisms (e.g., MMR, POLH).
Main Results:
- Nine distinct clustered mutation signatures were identified.
- Three signatures were linked to APOBEC mutational activity.
- Three signatures were associated with tobacco smoking, and one with translesion DNA polymerase eta (POLH).
- In lymphoid cells, mutations targeted promoters, consistent with somatic hypermutation.
- In solid tumors, mutations targeted H3K36me3 chromatin in an MMR-dependent manner, linked to UV and alcohol exposure.
Conclusions:
- Clustered mutation signatures provide a powerful tool for dissecting mutagenic processes in cancer.
- Specific signatures are associated with distinct environmental exposures and endogenous factors.
- The targeting of active gene chromatin by mutations, particularly in an MMR-deficient context, highlights a significant mechanism contributing to cancer development and driver mutations.
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