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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7589917 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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