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Noise-induced scaling in skull suture interdigitation

Sutures, the thin, soft tissue between skull bones, serve as the major craniofacial growth centers during postnatal development. In a newborn skull, the sutures are straight; however, as the skull develops, the sutures wind dynamically to form an interdigitation pattern. Moreover, the final winding...

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Autores principales: Naroda, Yuto, Endo, Yoshie, Yoshimura, Kenji, Ishii, Hiroshi, Ei, Shin-Ichiro, Miura, Takashi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7745973/
https://www.ncbi.nlm.nih.gov/pubmed/33332349
http://dx.doi.org/10.1371/journal.pone.0235802
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author Naroda, Yuto
Endo, Yoshie
Yoshimura, Kenji
Ishii, Hiroshi
Ei, Shin-Ichiro
Miura, Takashi
author_facet Naroda, Yuto
Endo, Yoshie
Yoshimura, Kenji
Ishii, Hiroshi
Ei, Shin-Ichiro
Miura, Takashi
author_sort Naroda, Yuto
collection PubMed
description Sutures, the thin, soft tissue between skull bones, serve as the major craniofacial growth centers during postnatal development. In a newborn skull, the sutures are straight; however, as the skull develops, the sutures wind dynamically to form an interdigitation pattern. Moreover, the final winding pattern had been shown to have fractal characteristics. Although various molecules involved in suture development have been identified, the mechanism underlying the pattern formation remains unknown. In a previous study, we reproduced the formation of the interdigitation pattern in a mathematical model combining an interface equation and a convolution kernel. However, the generated pattern had a specific characteristic length, and the model was unable to produce a fractal structure with the model. In the present study, we focused on the anterior part of the sagittal suture and formulated a new mathematical model with time–space-dependent noise that was able to generate the fractal structure. We reduced our previous model to represent the linear dynamics of the centerline of the suture tissue and included a time–space-dependent noise term. We showed theoretically that the final pattern from the model follows a scaling law due to the scaling of the dispersion relation in the full model, which we confirmed numerically. Furthermore, we observed experimentally that stochastic fluctuation of the osteogenic signal exists in the developing skull, and found that actual suture patterns followed a scaling law similar to that of the theoretical prediction.
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spelling pubmed-77459732020-12-31 Noise-induced scaling in skull suture interdigitation Naroda, Yuto Endo, Yoshie Yoshimura, Kenji Ishii, Hiroshi Ei, Shin-Ichiro Miura, Takashi PLoS One Research Article Sutures, the thin, soft tissue between skull bones, serve as the major craniofacial growth centers during postnatal development. In a newborn skull, the sutures are straight; however, as the skull develops, the sutures wind dynamically to form an interdigitation pattern. Moreover, the final winding pattern had been shown to have fractal characteristics. Although various molecules involved in suture development have been identified, the mechanism underlying the pattern formation remains unknown. In a previous study, we reproduced the formation of the interdigitation pattern in a mathematical model combining an interface equation and a convolution kernel. However, the generated pattern had a specific characteristic length, and the model was unable to produce a fractal structure with the model. In the present study, we focused on the anterior part of the sagittal suture and formulated a new mathematical model with time–space-dependent noise that was able to generate the fractal structure. We reduced our previous model to represent the linear dynamics of the centerline of the suture tissue and included a time–space-dependent noise term. We showed theoretically that the final pattern from the model follows a scaling law due to the scaling of the dispersion relation in the full model, which we confirmed numerically. Furthermore, we observed experimentally that stochastic fluctuation of the osteogenic signal exists in the developing skull, and found that actual suture patterns followed a scaling law similar to that of the theoretical prediction. Public Library of Science 2020-12-17 /pmc/articles/PMC7745973/ /pubmed/33332349 http://dx.doi.org/10.1371/journal.pone.0235802 Text en © 2020 Naroda et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Naroda, Yuto
Endo, Yoshie
Yoshimura, Kenji
Ishii, Hiroshi
Ei, Shin-Ichiro
Miura, Takashi
Noise-induced scaling in skull suture interdigitation
title Noise-induced scaling in skull suture interdigitation
title_full Noise-induced scaling in skull suture interdigitation
title_fullStr Noise-induced scaling in skull suture interdigitation
title_full_unstemmed Noise-induced scaling in skull suture interdigitation
title_short Noise-induced scaling in skull suture interdigitation
title_sort noise-induced scaling in skull suture interdigitation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7745973/
https://www.ncbi.nlm.nih.gov/pubmed/33332349
http://dx.doi.org/10.1371/journal.pone.0235802
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