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

Author:

Yokoyama Yuhki1,Kanayama Kazuki2,Iida Kento3,Onishi Masako3,Nagatomo Tadasuke4,Ito Mayu1,Nagumo Sachiko1,Kawahara Kunimitsu5,Morii Eiichi4,Nakane Kazuaki1,Yamamoto Hirofumi1

Affiliation:

1. Osaka University

2. Suzuka University of Medical Science

3. Osaka Habikino Medical Center

4. Osaka University Hospital

5. Kobe University

Abstract

Abstract 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/ns2). 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/ns2 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.

Publisher

Research Square Platform LLC

Reference19 articles.

1. Lung cancer: current therapies and new targeted treatments;Hirsch FR;Lancet (London, England),2017

2. Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012;Ferlay J;International journal of cancer. Journal international du cancer,2015

3. Personalising lung cancer screening: An overview of risk-stratification opportunities and challenges;Haaf K;International journal of cancer. Journal international du cancer,2021

4. Lung cancer screening;Tanoue LT;Am J Respir Crit Care Med,2015

5. A personalized treatment for lung cancer: molecular pathways, targeted therapies, and genomic characterization;Hensing T;Adv Exp Med Biol,2014

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