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The mutational signatures of formalin fixation on the human genome
Clinical archives of patient material near-exclusively consist of formalin-fixed and paraffin-embedded (FFPE) blocks. The ability to precisely characterise mutational signatures from FFPE-derived DNA has tremendous translational potential. However, sequencing of DNA derived from FFPE material is kno...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9448750/ https://www.ncbi.nlm.nih.gov/pubmed/36068219 http://dx.doi.org/10.1038/s41467-022-32041-5 |
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author | Guo, Qingli Lakatos, Eszter Bakir, Ibrahim Al Curtius, Kit Graham, Trevor A. Mustonen, Ville |
author_facet | Guo, Qingli Lakatos, Eszter Bakir, Ibrahim Al Curtius, Kit Graham, Trevor A. Mustonen, Ville |
author_sort | Guo, Qingli |
collection | PubMed |
description | Clinical archives of patient material near-exclusively consist of formalin-fixed and paraffin-embedded (FFPE) blocks. The ability to precisely characterise mutational signatures from FFPE-derived DNA has tremendous translational potential. However, sequencing of DNA derived from FFPE material is known to be riddled with artefacts. Here we derive genome-wide mutational signatures caused by formalin fixation. We show that the FFPE-signature is highly similar to signature 30 (the signature of Base Excision Repair deficiency due to NTHL1 mutations), and chemical repair of DNA lesions leads to a signature highly similar to signature 1 (clock-like signature due to spontaneous deamination of methylcytosine). We demonstrate that using uncorrected mutational catalogues of FFPE samples leads to major mis-assignment of signature activities. To correct for this, we introduce FFPEsig, a computational algorithm to rectify the formalin-induced artefacts in the mutational catalogue. We demonstrate that FFPEsig enables accurate mutational signature analysis both in simulated and whole-genome sequenced FFPE cancer samples. FFPEsig thus provides an opportunity to unlock additional clinical potential of archival patient tissues. |
format | Online Article Text |
id | pubmed-9448750 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-94487502022-09-08 The mutational signatures of formalin fixation on the human genome Guo, Qingli Lakatos, Eszter Bakir, Ibrahim Al Curtius, Kit Graham, Trevor A. Mustonen, Ville Nat Commun Article Clinical archives of patient material near-exclusively consist of formalin-fixed and paraffin-embedded (FFPE) blocks. The ability to precisely characterise mutational signatures from FFPE-derived DNA has tremendous translational potential. However, sequencing of DNA derived from FFPE material is known to be riddled with artefacts. Here we derive genome-wide mutational signatures caused by formalin fixation. We show that the FFPE-signature is highly similar to signature 30 (the signature of Base Excision Repair deficiency due to NTHL1 mutations), and chemical repair of DNA lesions leads to a signature highly similar to signature 1 (clock-like signature due to spontaneous deamination of methylcytosine). We demonstrate that using uncorrected mutational catalogues of FFPE samples leads to major mis-assignment of signature activities. To correct for this, we introduce FFPEsig, a computational algorithm to rectify the formalin-induced artefacts in the mutational catalogue. We demonstrate that FFPEsig enables accurate mutational signature analysis both in simulated and whole-genome sequenced FFPE cancer samples. FFPEsig thus provides an opportunity to unlock additional clinical potential of archival patient tissues. Nature Publishing Group UK 2022-09-06 /pmc/articles/PMC9448750/ /pubmed/36068219 http://dx.doi.org/10.1038/s41467-022-32041-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Guo, Qingli Lakatos, Eszter Bakir, Ibrahim Al Curtius, Kit Graham, Trevor A. Mustonen, Ville The mutational signatures of formalin fixation on the human genome |
title | The mutational signatures of formalin fixation on the human genome |
title_full | The mutational signatures of formalin fixation on the human genome |
title_fullStr | The mutational signatures of formalin fixation on the human genome |
title_full_unstemmed | The mutational signatures of formalin fixation on the human genome |
title_short | The mutational signatures of formalin fixation on the human genome |
title_sort | mutational signatures of formalin fixation on the human genome |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9448750/ https://www.ncbi.nlm.nih.gov/pubmed/36068219 http://dx.doi.org/10.1038/s41467-022-32041-5 |
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