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A mechanistic mathematical model of initiation and malignant transformation in sporadic vestibular schwannoma

View ORCID ProfileChay Paterson, View ORCID ProfileIvana Bozic, View ORCID ProfileMiriam J. Smith, View ORCID ProfileXanthe Hoad, View ORCID ProfileD. Gareth R. Evans
doi: https://doi.org/10.1101/2021.10.03.457528
Chay Paterson
1Division of Evolution, Infection and Genomics, School of Biological Sciences, University of Manchester
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  • For correspondence: chay@mailaps.org
Ivana Bozic
2Department of Applied Mathematics, University of Washington
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Miriam J. Smith
1Division of Evolution, Infection and Genomics, School of Biological Sciences, University of Manchester
3Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust
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Xanthe Hoad
4Radiation Protection Group, Medical Physics, University Hospital Southampton NHS Foundation Trust
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D. Gareth R. Evans
1Division of Evolution, Infection and Genomics, School of Biological Sciences, University of Manchester
3Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust
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Abstract

A vestibular schwannoma (VS) is a relatively rare, benign tumour of the eighth cranial nerve, often involving alterations to the gene NF2. Previous mathematical models of schwannoma incidence have not attempted to account for alterations in specific genes, and could not distinguish between point mutations and loss of heterozygosity (LOH). Here, we present a mechanistic approach to modelling initiation and malignant transformation in Schwannoma. Each parameter is associated with a specific gene or mechanism operative in Schwann cells, and can be determined by combining incidence data with empirical frequencies of pathogenic variants and LOH. This results in new estimates for the base pair mutation rate u = 4.48 × 10−10 and the rate of LOH = 2.03 × 10−6/yr in Schwann cells. In addition to new parameter estimates, we extend the approach to estimate the risk of both spontaneous and radiation-induced malignant transformation. We conclude that radiotherapy is likely to have a negligible excess risk of malignancy for sporadic VS, with a possible exception of rapidly growing tumours.

Competing Interest Statement

The authors have declared no competing interest.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-ND 4.0 International license.
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Posted October 04, 2021.
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A mechanistic mathematical model of initiation and malignant transformation in sporadic vestibular schwannoma
Chay Paterson, Ivana Bozic, Miriam J. Smith, Xanthe Hoad, D. Gareth R. Evans
bioRxiv 2021.10.03.457528; doi: https://doi.org/10.1101/2021.10.03.457528
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A mechanistic mathematical model of initiation and malignant transformation in sporadic vestibular schwannoma
Chay Paterson, Ivana Bozic, Miriam J. Smith, Xanthe Hoad, D. Gareth R. Evans
bioRxiv 2021.10.03.457528; doi: https://doi.org/10.1101/2021.10.03.457528

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