IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-32041-5.html
   My bibliography  Save this article

The mutational signatures of formalin fixation on the human genome

Author

Listed:
  • Qingli Guo

    (University of Helsinki
    Queen Mary University of London)

  • Eszter Lakatos

    (Queen Mary University of London
    Institute of Cancer Research)

  • Ibrahim Al Bakir

    (Queen Mary University of London)

  • Kit Curtius

    (Queen Mary University of London
    University of California San Diego)

  • Trevor A. Graham

    (Queen Mary University of London
    Institute of Cancer Research)

  • Ville Mustonen

    (University of Helsinki
    University of Helsinki)

Abstract

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.

Suggested Citation

  • Qingli Guo & Eszter Lakatos & Ibrahim Al Bakir & Kit Curtius & Trevor A. Graham & Ville Mustonen, 2022. "The mutational signatures of formalin fixation on the human genome," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-32041-5
    DOI: 10.1038/s41467-022-32041-5
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-32041-5
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-32041-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Daniel D. Lee & H. Sebastian Seung, 1999. "Learning the parts of objects by non-negative matrix factorization," Nature, Nature, vol. 401(6755), pages 788-791, October.
    2. Ludmil B. Alexandrov & Serena Nik-Zainal & David C. Wedge & Samuel A. J. R. Aparicio & Sam Behjati & Andrew V. Biankin & Graham R. Bignell & Niccolò Bolli & Ake Borg & Anne-Lise Børresen-Dale & Sandri, 2013. "Correction: Corrigendum: Signatures of mutational processes in human cancer," Nature, Nature, vol. 502(7470), pages 258-258, October.
    3. Ludmil B. Alexandrov & Serena Nik-Zainal & David C. Wedge & Samuel A. J. R. Aparicio & Sam Behjati & Andrew V. Biankin & Graham R. Bignell & Niccolò Bolli & Ake Borg & Anne-Lise Børresen-Dale & Sandri, 2013. "Signatures of mutational processes in human cancer," Nature, Nature, vol. 500(7463), pages 415-421, August.
    4. Jennifer Ma & Jeremy Setton & Nancy Y. Lee & Nadeem Riaz & Simon N. Powell, 2018. "The therapeutic significance of mutational signatures from DNA repair deficiency in cancer," Nature Communications, Nature, vol. 9(1), pages 1-12, December.
    5. Ludmil B. Alexandrov & Jaegil Kim & Nicholas J. Haradhvala & Mi Ni Huang & Alvin Wei Tian Ng & Yang Wu & Arnoud Boot & Kyle R. Covington & Dmitry A. Gordenin & Erik N. Bergstrom & S. M. Ashiqul Islam , 2020. "The repertoire of mutational signatures in human cancer," Nature, Nature, vol. 578(7793), pages 94-101, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ambrocio Sanchez & Pedro Ortega & Ramin Sakhtemani & Lavanya Manjunath & Sunwoo Oh & Elodie Bournique & Alexandrea Becker & Kyumin Kim & Cameron Durfee & Nuri Alpay Temiz & Xiaojiang S. Chen & Reuben , 2024. "Mesoscale DNA features impact APOBEC3A and APOBEC3B deaminase activity and shape tumor mutational landscapes," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    2. Anna Luiza Silva Almeida Vicente & Alexei Novoloaca & Vincent Cahais & Zainab Awada & Cyrille Cuenin & Natália Spitz & André Lopes Carvalho & Adriane Feijó Evangelista & Camila Souza Crovador & Rui Ma, 2022. "Cutaneous and acral melanoma cross-OMICs reveals prognostic cancer drivers associated with pathobiology and ultraviolet exposure," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    3. Teresa Maria Rosaria Noviello & Anna Maria Giacomo & Francesca Pia Caruso & Alessia Covre & Roberta Mortarini & Giovanni Scala & Maria Claudia Costa & Sandra Coral & Wolf H. Fridman & Catherine Sautès, 2023. "Guadecitabine plus ipilimumab in unresectable melanoma: five-year follow-up and integrated multi-omic analysis in the phase 1b NIBIT-M4 trial," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    4. Sujath Abbas & Oriol Pich & Ginny Devonshire & Shahriar A. Zamani & Annalise Katz-Summercorn & Sarah Killcoyne & Calvin Cheah & Barbara Nutzinger & Nicola Grehan & Nuria Lopez-Bigas & Rebecca C. Fitzg, 2023. "Mutational signature dynamics shaping the evolution of oesophageal adenocarcinoma," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    5. Sriram Vijayraghavan & Thomas Blouin & James McCollum & Latarsha Porcher & François Virard & Jiri Zavadil & Carol Feghali-Bostwick & Natalie Saini, 2024. "Widespread mutagenesis and chromosomal instability shape somatic genomes in systemic sclerosis," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    6. Josefine Radke & Naveed Ishaque & Randi Koll & Zuguang Gu & Elisa Schumann & Lina Sieverling & Sebastian Uhrig & Daniel Hübschmann & Umut H. Toprak & Cristina López & Xavier Pastor Hostench & Simone B, 2022. "The genomic and transcriptional landscape of primary central nervous system lymphoma," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
    7. Yasha Butt & Ramin Sakhtemani & Rukshana Mohamad-Ramshan & Michael S. Lawrence & Ashok S. Bhagwat, 2024. "Distinguishing preferences of human APOBEC3A and APOBEC3B for cytosines in hairpin loops, and reflection of these preferences in APOBEC-signature cancer genome mutations," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    8. Peter Georgeson & Tabitha A. Harrison & Bernard J. Pope & Syed H. Zaidi & Conghui Qu & Robert S. Steinfelder & Yi Lin & Jihoon E. Joo & Khalid Mahmood & Mark Clendenning & Romy Walker & Efrat L. Amita, 2022. "Identifying colorectal cancer caused by biallelic MUTYH pathogenic variants using tumor mutational signatures," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    9. Bernard C. H. Lee & Philip S. Robinson & Tim H. H. Coorens & Helen H. N. Yan & Sigurgeir Olafsson & Henry Lee-Six & Mathijs A. Sanders & Hoi Cheong Siu & James Hewinson & Sarah S. K. Yue & Wai Yin Tsu, 2022. "Mutational landscape of normal epithelial cells in Lynch Syndrome patients," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    10. Amanda Fitzpatrick & Marjan Iravani & Adam Mills & David Vicente & Thanussuyah Alaguthurai & Ioannis Roxanis & Nicholas C. Turner & Syed Haider & Andrew N. J. Tutt & Clare M. Isacke, 2023. "Genomic profiling and pre-clinical modelling of breast cancer leptomeningeal metastasis reveals acquisition of a lobular-like phenotype," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    11. Daan M. K. Soest & Paulien E. Polderman & Wytze T. F. Toom & Janneke P. Keijer & Markus J. Roosmalen & Tim M. F. Leyten & Johannes Lehmann & Susan Zwakenberg & Sasha Henau & Ruben Boxtel & Boudewijn M, 2024. "Mitochondrial H2O2 release does not directly cause damage to chromosomal DNA," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    12. Jurica Levatić & Marina Salvadores & Francisco Fuster-Tormo & Fran Supek, 2022. "Mutational signatures are markers of drug sensitivity of cancer cells," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    13. Caralyn Reisle & Laura M. Williamson & Erin Pleasance & Anna Davies & Brayden Pellegrini & Dustin W. Bleile & Karen L. Mungall & Eric Chuah & Martin R. Jones & Yussanne Ma & Eleanor Lewis & Isaac Beck, 2022. "A platform for oncogenomic reporting and interpretation," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    14. Maria Zhivagui & Areebah Hoda & Noelia Valenzuela & Yi-Yu Yeh & Jason Dai & Yudou He & Shuvro P. Nandi & Burcak Otlu & Bennett Houten & Ludmil B. Alexandrov, 2023. "DNA damage and somatic mutations in mammalian cells after irradiation with a nail polish dryer," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    15. Sebastian Carrasco Pro & Heather Hook & David Bray & Daniel Berenzy & Devlin Moyer & Meimei Yin & Adam Thomas Labadorf & Ryan Tewhey & Trevor Siggers & Juan Ignacio Fuxman Bass, 2023. "Widespread perturbation of ETS factor binding sites in cancer," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    16. Jessica S. Williams & Scott. A. Lujan & Mercedes E. Arana & Adam B. Burkholder & Percy P. Tumbale & R. Scott Williams & Thomas A. Kunkel, 2024. "High fidelity DNA ligation prevents single base insertions in the yeast genome," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    17. Antonio Rodriguez-Calero & John Gallon & Dilara Akhoundova & Sina Maletti & Alison Ferguson & Joanna Cyrta & Ursula Amstutz & Andrea Garofoli & Viola Paradiso & Scott A. Tomlins & Ekkehard Hewer & Ver, 2022. "Alterations in homologous recombination repair genes in prostate cancer brain metastases," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    18. Feifei Xie & Shuzhen Luo & Dongbing Liu & Xiaojing Lu & Ming Wang & Xiaoxiao Liu & Fujian Jia & Yuzhi Pang & Yanying Shen & Chunling Zeng & Xinli Ma & Daoqiang Tang & Lin Tu & Linxi Yang & Yumei Cheng, 2024. "Genomic and transcriptomic landscape of human gastrointestinal stromal tumors," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    19. Sebastian Hollizeck & Ning Wang & Stephen Q. Wong & Cassandra Litchfield & Jerick Guinto & Sarah Ftouni & Richard Rebello & Sehrish Kanwal & Ruining Dong & Sean Grimmond & Shahneen Sandhu & Linda Mile, 2024. "Unravelling mutational signatures with plasma circulating tumour DNA," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    20. Matúš Medo & Charlotte K. Y. Ng & Michaela Medová, 2024. "A comprehensive comparison of tools for fitting mutational signatures," Nature Communications, Nature, vol. 15(1), pages 1-11, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-32041-5. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.