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Non-Muscle-Invasive Bladder Carcinoma with Respect to Basal Versus Luminal Keratin Expression

Non-muscle-invasive bladder cancer (NMIBC) consists of transcriptional subtypes that are distinguishable from those of muscle-invasive cancer. We aimed to identify genetic signatures of NMIBC related to basal (K5/6) and luminal (K20) keratin expression. Based on immunohistochemical staining, papilla...

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Autores principales: Jung, Minsun, Jang, Insoon, Kim, Kwangsoo, Moon, Kyung Chul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7589917/
https://www.ncbi.nlm.nih.gov/pubmed/33086575
http://dx.doi.org/10.3390/ijms21207726
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author Jung, Minsun
Jang, Insoon
Kim, Kwangsoo
Moon, Kyung Chul
author_facet Jung, Minsun
Jang, Insoon
Kim, Kwangsoo
Moon, Kyung Chul
author_sort Jung, Minsun
collection PubMed
description Non-muscle-invasive bladder cancer (NMIBC) consists of transcriptional subtypes that are distinguishable from those of muscle-invasive cancer. We aimed to identify genetic signatures of NMIBC related to basal (K5/6) and luminal (K20) keratin expression. Based on immunohistochemical staining, papillary high-grade NMIBC was classified into K5/6-only (K5/6(High)-K20(Low)), K20-only (K5/6(Low)-K20(High)), double-high (K5/6(High)-K20(High)), and double-low (K5/6(Low)-K20(Low)) groups (n = 4 per group). Differentially expressed genes identified between each group using RNA sequencing were subjected to functional enrichment analyses. A public dataset was used for validation. Machine learning algorithms were implemented to predict our samples against UROMOL subtypes. Transcriptional investigation demonstrated that the K20-only group was enriched in the cell cycle, proliferation, and progression gene sets, and this result was also observed in the public dataset. The K5/6-only group was closely regulated by basal-type gene sets and showed activated invasive or adhesive functions. The double-high group was enriched in cell cycle arrest, macromolecule biosynthesis, and FGFR3 signaling. The double-low group moderately expressed genes related to cell cycle and macromolecule biosynthesis. All K20-only group tumors were classified as UROMOL “class 2” by the machine learning algorithms. K5/6 and K20 expression levels indicate the transcriptional subtypes of NMIBC. The K5/6(Low)-K20(High) expression is a marker of high-risk NMIBC.
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spelling pubmed-75899172020-10-29 Non-Muscle-Invasive Bladder Carcinoma with Respect to Basal Versus Luminal Keratin Expression Jung, Minsun Jang, Insoon Kim, Kwangsoo Moon, Kyung Chul Int J Mol Sci Article Non-muscle-invasive bladder cancer (NMIBC) consists of transcriptional subtypes that are distinguishable from those of muscle-invasive cancer. We aimed to identify genetic signatures of NMIBC related to basal (K5/6) and luminal (K20) keratin expression. Based on immunohistochemical staining, papillary high-grade NMIBC was classified into K5/6-only (K5/6(High)-K20(Low)), K20-only (K5/6(Low)-K20(High)), double-high (K5/6(High)-K20(High)), and double-low (K5/6(Low)-K20(Low)) groups (n = 4 per group). Differentially expressed genes identified between each group using RNA sequencing were subjected to functional enrichment analyses. A public dataset was used for validation. Machine learning algorithms were implemented to predict our samples against UROMOL subtypes. Transcriptional investigation demonstrated that the K20-only group was enriched in the cell cycle, proliferation, and progression gene sets, and this result was also observed in the public dataset. The K5/6-only group was closely regulated by basal-type gene sets and showed activated invasive or adhesive functions. The double-high group was enriched in cell cycle arrest, macromolecule biosynthesis, and FGFR3 signaling. The double-low group moderately expressed genes related to cell cycle and macromolecule biosynthesis. All K20-only group tumors were classified as UROMOL “class 2” by the machine learning algorithms. K5/6 and K20 expression levels indicate the transcriptional subtypes of NMIBC. The K5/6(Low)-K20(High) expression is a marker of high-risk NMIBC. MDPI 2020-10-19 /pmc/articles/PMC7589917/ /pubmed/33086575 http://dx.doi.org/10.3390/ijms21207726 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Jung, Minsun
Jang, Insoon
Kim, Kwangsoo
Moon, Kyung Chul
Non-Muscle-Invasive Bladder Carcinoma with Respect to Basal Versus Luminal Keratin Expression
title Non-Muscle-Invasive Bladder Carcinoma with Respect to Basal Versus Luminal Keratin Expression
title_full Non-Muscle-Invasive Bladder Carcinoma with Respect to Basal Versus Luminal Keratin Expression
title_fullStr Non-Muscle-Invasive Bladder Carcinoma with Respect to Basal Versus Luminal Keratin Expression
title_full_unstemmed Non-Muscle-Invasive Bladder Carcinoma with Respect to Basal Versus Luminal Keratin Expression
title_short Non-Muscle-Invasive Bladder Carcinoma with Respect to Basal Versus Luminal Keratin Expression
title_sort non-muscle-invasive bladder carcinoma with respect to basal versus luminal keratin expression
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7589917/
https://www.ncbi.nlm.nih.gov/pubmed/33086575
http://dx.doi.org/10.3390/ijms21207726
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