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Single-Cell RNA Sequencing Analysis for Oncogenic Mechanisms Underlying Oral Squamous Cell Carcinoma Carcinogenesis with Candida albicans Infection
Oral squamous cell carcinoma (OSCC) carcinogenesis involves heterogeneous tumor cells, and the tumor microenvironment (TME) is highly complex with many different cell types. Cancer cell–TME interactions are crucial in OSCC progression. Candida albicans (C. albicans)—frequently pre-sent in the oral p...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9104272/ https://www.ncbi.nlm.nih.gov/pubmed/35563222 http://dx.doi.org/10.3390/ijms23094833 |
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author | Hsieh, Yi-Ping Wu, Yu-Hsueh Cheng, Siao-Muk Lin, Fang-Kuei Hwang, Daw-Yang Jiang, Shih-Sheng Chen, Ken-Chung Chen, Meng-Yen Chiang, Wei-Fan Liu, Ko-Jiunn Huynh, Nam Cong-Nhat Huang, Wen-Tsung Huang, Tze-Ta |
author_facet | Hsieh, Yi-Ping Wu, Yu-Hsueh Cheng, Siao-Muk Lin, Fang-Kuei Hwang, Daw-Yang Jiang, Shih-Sheng Chen, Ken-Chung Chen, Meng-Yen Chiang, Wei-Fan Liu, Ko-Jiunn Huynh, Nam Cong-Nhat Huang, Wen-Tsung Huang, Tze-Ta |
author_sort | Hsieh, Yi-Ping |
collection | PubMed |
description | Oral squamous cell carcinoma (OSCC) carcinogenesis involves heterogeneous tumor cells, and the tumor microenvironment (TME) is highly complex with many different cell types. Cancer cell–TME interactions are crucial in OSCC progression. Candida albicans (C. albicans)—frequently pre-sent in the oral potentially malignant disorder (OPMD) lesions and OSCC tissues—promotes malignant transformation. The aim of the study is to verify the mechanisms underlying OSCC car-cinogenesis with C. albicans infection and identify the biomarker for the early detection of OSCC and as the treatment target. The single-cell RNA sequencing analysis (scRNA-seq) was performed to explore the cell subtypes in normal oral mucosa, OPMD, and OSCC tissues. The cell composi-tion changes and oncogenic mechanisms underlying OSCC carcinogenesis with C. albicans infec-tion were investigated. Gene Set Variation Analysis (GSVA) was used to survey the mechanisms underlying OSCC carcinogenesis with and without C. albicans infection. The results revealed spe-cific cell clusters contributing to OSCC carcinogenesis with and without C. albicans infection. The major mechanisms involved in OSCC carcinogenesis without C. albicans infection are the IL2/STAT5, TNFα/NFκB, and TGFβ signaling pathways, whereas those involved in OSCC carcinogenesis with C. albicans infection are the KRAS signaling pathway and E2F target down-stream genes. Finally, stratifin (SFN) was validated to be a specific biomarker of OSCC with C. albicans infection. Thus, the detailed mechanism underlying OSCC carcinogenesis with C. albicans infection was determined and identified the treatment biomarker with potential precision medicine applications. |
format | Online Article Text |
id | pubmed-9104272 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91042722022-05-14 Single-Cell RNA Sequencing Analysis for Oncogenic Mechanisms Underlying Oral Squamous Cell Carcinoma Carcinogenesis with Candida albicans Infection Hsieh, Yi-Ping Wu, Yu-Hsueh Cheng, Siao-Muk Lin, Fang-Kuei Hwang, Daw-Yang Jiang, Shih-Sheng Chen, Ken-Chung Chen, Meng-Yen Chiang, Wei-Fan Liu, Ko-Jiunn Huynh, Nam Cong-Nhat Huang, Wen-Tsung Huang, Tze-Ta Int J Mol Sci Article Oral squamous cell carcinoma (OSCC) carcinogenesis involves heterogeneous tumor cells, and the tumor microenvironment (TME) is highly complex with many different cell types. Cancer cell–TME interactions are crucial in OSCC progression. Candida albicans (C. albicans)—frequently pre-sent in the oral potentially malignant disorder (OPMD) lesions and OSCC tissues—promotes malignant transformation. The aim of the study is to verify the mechanisms underlying OSCC car-cinogenesis with C. albicans infection and identify the biomarker for the early detection of OSCC and as the treatment target. The single-cell RNA sequencing analysis (scRNA-seq) was performed to explore the cell subtypes in normal oral mucosa, OPMD, and OSCC tissues. The cell composi-tion changes and oncogenic mechanisms underlying OSCC carcinogenesis with C. albicans infec-tion were investigated. Gene Set Variation Analysis (GSVA) was used to survey the mechanisms underlying OSCC carcinogenesis with and without C. albicans infection. The results revealed spe-cific cell clusters contributing to OSCC carcinogenesis with and without C. albicans infection. The major mechanisms involved in OSCC carcinogenesis without C. albicans infection are the IL2/STAT5, TNFα/NFκB, and TGFβ signaling pathways, whereas those involved in OSCC carcinogenesis with C. albicans infection are the KRAS signaling pathway and E2F target down-stream genes. Finally, stratifin (SFN) was validated to be a specific biomarker of OSCC with C. albicans infection. Thus, the detailed mechanism underlying OSCC carcinogenesis with C. albicans infection was determined and identified the treatment biomarker with potential precision medicine applications. MDPI 2022-04-27 /pmc/articles/PMC9104272/ /pubmed/35563222 http://dx.doi.org/10.3390/ijms23094833 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 Hsieh, Yi-Ping Wu, Yu-Hsueh Cheng, Siao-Muk Lin, Fang-Kuei Hwang, Daw-Yang Jiang, Shih-Sheng Chen, Ken-Chung Chen, Meng-Yen Chiang, Wei-Fan Liu, Ko-Jiunn Huynh, Nam Cong-Nhat Huang, Wen-Tsung Huang, Tze-Ta Single-Cell RNA Sequencing Analysis for Oncogenic Mechanisms Underlying Oral Squamous Cell Carcinoma Carcinogenesis with Candida albicans Infection |
title | Single-Cell RNA Sequencing Analysis for Oncogenic Mechanisms Underlying Oral Squamous Cell Carcinoma Carcinogenesis with Candida albicans Infection |
title_full | Single-Cell RNA Sequencing Analysis for Oncogenic Mechanisms Underlying Oral Squamous Cell Carcinoma Carcinogenesis with Candida albicans Infection |
title_fullStr | Single-Cell RNA Sequencing Analysis for Oncogenic Mechanisms Underlying Oral Squamous Cell Carcinoma Carcinogenesis with Candida albicans Infection |
title_full_unstemmed | Single-Cell RNA Sequencing Analysis for Oncogenic Mechanisms Underlying Oral Squamous Cell Carcinoma Carcinogenesis with Candida albicans Infection |
title_short | Single-Cell RNA Sequencing Analysis for Oncogenic Mechanisms Underlying Oral Squamous Cell Carcinoma Carcinogenesis with Candida albicans Infection |
title_sort | single-cell rna sequencing analysis for oncogenic mechanisms underlying oral squamous cell carcinoma carcinogenesis with candida albicans infection |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9104272/ https://www.ncbi.nlm.nih.gov/pubmed/35563222 http://dx.doi.org/10.3390/ijms23094833 |
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