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Use of the Fractal Dimension to Differentiate Epithelium and Connective Tissue in Oral Leukoplakias

SIMPLE SUMMARY: Dysplasia grade identification is the only consolidated factor by which to evaluate the risk of developing oral cancer from oral leukoplakia lesions. An objective manner to determine dysplasia grade is still lacking and this has prompted our research. Our findings can help dentists a...

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Autores principales: Guerrero-Sánchez, Yolanda, Gómez García, Francisco, Chamorro-Petronacci, Cintia M., Suárez-Peñaranda, José M., Pérez-Sayáns, Mario
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9179462/
https://www.ncbi.nlm.nih.gov/pubmed/35681677
http://dx.doi.org/10.3390/cancers14112697
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author Guerrero-Sánchez, Yolanda
Gómez García, Francisco
Chamorro-Petronacci, Cintia M.
Suárez-Peñaranda, José M.
Pérez-Sayáns, Mario
author_facet Guerrero-Sánchez, Yolanda
Gómez García, Francisco
Chamorro-Petronacci, Cintia M.
Suárez-Peñaranda, José M.
Pérez-Sayáns, Mario
author_sort Guerrero-Sánchez, Yolanda
collection PubMed
description SIMPLE SUMMARY: Dysplasia grade identification is the only consolidated factor by which to evaluate the risk of developing oral cancer from oral leukoplakia lesions. An objective manner to determine dysplasia grade is still lacking and this has prompted our research. Our findings can help dentists and pathologists to predict oral leukoplakia prognosis with a non-invasive, easy-to-use tool, using the fractal dimension as invariant. ABSTRACT: Background: Oral leukoplakia (OL) is considered one of the most common potentially malignant oral disorders (OPMD), with a verified increased risk of developing oral cancer. The identification of the dysplasia grade (low–high) is the only consolidated factor used to evaluate this risk. The objective of this study was to verify the role of the fractal dimension (FD) in assessing this dysplasia. Methods: To begin, 29 OL and 10 normal oral mucosa (NOM) biopsies were retrieved for FD analysis of the epithelial (dime) and the connective (dimc) tissue. Results: In the OL group, the median value of dime is higher (1.67, IQR = 0.12) than for the NOM group (1.56, IQR = 0.08), with statistically significant differences (Wilcoxon test, p = 0.0031). There were no differences in relation to dimc. Significant differences were observed between the non-dysplasia vs. high-grade (p = 0.0156) and low-grade vs. high-grade (p = 0.0049) groups. No significant differences were identified in relation to dimc for the different degrees of dysplasia. For a cut-off point of 1.44 of dime, a specificity of 96.6% was obtained, a sensitivity of 100%, and an AUC = 0.819 (p = 0.003). Conclusions: FD at the level of the epithelium may be used as a diagnostic tool in OL.
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spelling pubmed-91794622022-06-10 Use of the Fractal Dimension to Differentiate Epithelium and Connective Tissue in Oral Leukoplakias Guerrero-Sánchez, Yolanda Gómez García, Francisco Chamorro-Petronacci, Cintia M. Suárez-Peñaranda, José M. Pérez-Sayáns, Mario Cancers (Basel) Article SIMPLE SUMMARY: Dysplasia grade identification is the only consolidated factor by which to evaluate the risk of developing oral cancer from oral leukoplakia lesions. An objective manner to determine dysplasia grade is still lacking and this has prompted our research. Our findings can help dentists and pathologists to predict oral leukoplakia prognosis with a non-invasive, easy-to-use tool, using the fractal dimension as invariant. ABSTRACT: Background: Oral leukoplakia (OL) is considered one of the most common potentially malignant oral disorders (OPMD), with a verified increased risk of developing oral cancer. The identification of the dysplasia grade (low–high) is the only consolidated factor used to evaluate this risk. The objective of this study was to verify the role of the fractal dimension (FD) in assessing this dysplasia. Methods: To begin, 29 OL and 10 normal oral mucosa (NOM) biopsies were retrieved for FD analysis of the epithelial (dime) and the connective (dimc) tissue. Results: In the OL group, the median value of dime is higher (1.67, IQR = 0.12) than for the NOM group (1.56, IQR = 0.08), with statistically significant differences (Wilcoxon test, p = 0.0031). There were no differences in relation to dimc. Significant differences were observed between the non-dysplasia vs. high-grade (p = 0.0156) and low-grade vs. high-grade (p = 0.0049) groups. No significant differences were identified in relation to dimc for the different degrees of dysplasia. For a cut-off point of 1.44 of dime, a specificity of 96.6% was obtained, a sensitivity of 100%, and an AUC = 0.819 (p = 0.003). Conclusions: FD at the level of the epithelium may be used as a diagnostic tool in OL. MDPI 2022-05-30 /pmc/articles/PMC9179462/ /pubmed/35681677 http://dx.doi.org/10.3390/cancers14112697 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Guerrero-Sánchez, Yolanda
Gómez García, Francisco
Chamorro-Petronacci, Cintia M.
Suárez-Peñaranda, José M.
Pérez-Sayáns, Mario
Use of the Fractal Dimension to Differentiate Epithelium and Connective Tissue in Oral Leukoplakias
title Use of the Fractal Dimension to Differentiate Epithelium and Connective Tissue in Oral Leukoplakias
title_full Use of the Fractal Dimension to Differentiate Epithelium and Connective Tissue in Oral Leukoplakias
title_fullStr Use of the Fractal Dimension to Differentiate Epithelium and Connective Tissue in Oral Leukoplakias
title_full_unstemmed Use of the Fractal Dimension to Differentiate Epithelium and Connective Tissue in Oral Leukoplakias
title_short Use of the Fractal Dimension to Differentiate Epithelium and Connective Tissue in Oral Leukoplakias
title_sort use of the fractal dimension to differentiate epithelium and connective tissue in oral leukoplakias
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9179462/
https://www.ncbi.nlm.nih.gov/pubmed/35681677
http://dx.doi.org/10.3390/cancers14112697
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