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A quantitative evaluation method utilizing the homology concept to assess the state of chromatin within the nucleus of lung cancer

Homology is a mathematical tool to quantify "the contact degree", which can be expressed in terms of Betti numbers. The Betti numbers used in this study consisted of two numbers, b0 (a zero-dimensional Betti number) and b1 (a one-dimensional Betti number). We developed a chromatin homology...

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Autores principales: Yokoyama, Yuhki, Kanayama, Kazuki, Iida, Kento, Onishi, Masako, Nagatomo, Tadasuke, Ito, Mayu, Nagumo, Sachiko, Kawahara, Kunimitsu, Morii, Eiichi, Nakane, Kazuaki, Yamamoto, Hirofumi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10638289/
https://www.ncbi.nlm.nih.gov/pubmed/37949963
http://dx.doi.org/10.1038/s41598-023-46213-w
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author Yokoyama, Yuhki
Kanayama, Kazuki
Iida, Kento
Onishi, Masako
Nagatomo, Tadasuke
Ito, Mayu
Nagumo, Sachiko
Kawahara, Kunimitsu
Morii, Eiichi
Nakane, Kazuaki
Yamamoto, Hirofumi
author_facet Yokoyama, Yuhki
Kanayama, Kazuki
Iida, Kento
Onishi, Masako
Nagatomo, Tadasuke
Ito, Mayu
Nagumo, Sachiko
Kawahara, Kunimitsu
Morii, Eiichi
Nakane, Kazuaki
Yamamoto, Hirofumi
author_sort Yokoyama, Yuhki
collection PubMed
description Homology is a mathematical tool to quantify "the contact degree", which can be expressed in terms of Betti numbers. The Betti numbers used in this study consisted of two numbers, b0 (a zero-dimensional Betti number) and b1 (a one-dimensional Betti number). We developed a chromatin homology profile (CHP) method to quantify the chromatin contact degree based on this mathematical tool. Using the CHP method we analyzed the number of holes (surrounded areas = b1 value) formed by the chromatin contact and calculated the maximum value of b1 (b1MAX), the value of b1 exceeding 5 for the first time or Homology Value (HV), and the chromatin density (b1MAX/ns(2)). We attempted to detect differences in chromatin patterns and differentiate histological types of lung cancer from respiratory cytology using these three features. The HV of cancer cells was significantly lower than that of non-cancerous cells. Furthermore, b1MAX and b1MAX/ns(2) showed significant differences between small cell and non-small cell carcinomas and between adenocarcinomas and squamous cell carcinomas, respectively. We quantitatively analyzed the chromatin patterns using homology and showed that the CHP method may be a useful tool for differentiating histological types of lung cancer in respiratory cytology.
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spelling pubmed-106382892023-11-11 A quantitative evaluation method utilizing the homology concept to assess the state of chromatin within the nucleus of lung cancer Yokoyama, Yuhki Kanayama, Kazuki Iida, Kento Onishi, Masako Nagatomo, Tadasuke Ito, Mayu Nagumo, Sachiko Kawahara, Kunimitsu Morii, Eiichi Nakane, Kazuaki Yamamoto, Hirofumi Sci Rep Article Homology is a mathematical tool to quantify "the contact degree", which can be expressed in terms of Betti numbers. The Betti numbers used in this study consisted of two numbers, b0 (a zero-dimensional Betti number) and b1 (a one-dimensional Betti number). We developed a chromatin homology profile (CHP) method to quantify the chromatin contact degree based on this mathematical tool. Using the CHP method we analyzed the number of holes (surrounded areas = b1 value) formed by the chromatin contact and calculated the maximum value of b1 (b1MAX), the value of b1 exceeding 5 for the first time or Homology Value (HV), and the chromatin density (b1MAX/ns(2)). We attempted to detect differences in chromatin patterns and differentiate histological types of lung cancer from respiratory cytology using these three features. The HV of cancer cells was significantly lower than that of non-cancerous cells. Furthermore, b1MAX and b1MAX/ns(2) showed significant differences between small cell and non-small cell carcinomas and between adenocarcinomas and squamous cell carcinomas, respectively. We quantitatively analyzed the chromatin patterns using homology and showed that the CHP method may be a useful tool for differentiating histological types of lung cancer in respiratory cytology. Nature Publishing Group UK 2023-11-09 /pmc/articles/PMC10638289/ /pubmed/37949963 http://dx.doi.org/10.1038/s41598-023-46213-w Text en © The Author(s) 2023 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Yokoyama, Yuhki
Kanayama, Kazuki
Iida, Kento
Onishi, Masako
Nagatomo, Tadasuke
Ito, Mayu
Nagumo, Sachiko
Kawahara, Kunimitsu
Morii, Eiichi
Nakane, Kazuaki
Yamamoto, Hirofumi
A quantitative evaluation method utilizing the homology concept to assess the state of chromatin within the nucleus of lung cancer
title A quantitative evaluation method utilizing the homology concept to assess the state of chromatin within the nucleus of lung cancer
title_full A quantitative evaluation method utilizing the homology concept to assess the state of chromatin within the nucleus of lung cancer
title_fullStr A quantitative evaluation method utilizing the homology concept to assess the state of chromatin within the nucleus of lung cancer
title_full_unstemmed A quantitative evaluation method utilizing the homology concept to assess the state of chromatin within the nucleus of lung cancer
title_short A quantitative evaluation method utilizing the homology concept to assess the state of chromatin within the nucleus of lung cancer
title_sort quantitative evaluation method utilizing the homology concept to assess the state of chromatin within the nucleus of lung cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10638289/
https://www.ncbi.nlm.nih.gov/pubmed/37949963
http://dx.doi.org/10.1038/s41598-023-46213-w
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