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Identification of cisplatin-resistant factor by integration of transcriptomic and proteomic data using head and neck carcinoma cell lines
Cisplatin is an important drug for the treatment of head and neck squamous cell carcinoma (HNSCC). Determining chemoresistant factors prior to treatment will lead to great benefits for clinicians and patients. Here, we evaluated chemoresistant factors by integrating proteomic and transcriptomic data...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nagoya University
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7548249/ https://www.ncbi.nlm.nih.gov/pubmed/33132436 http://dx.doi.org/10.18999/nagjms.82.3.519 |
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author | Inukai, Daisuke Nishimura, Kunihiro Okamoto, Hiroki Sano, Rui Ueda, Hiromi Ota, Akinobu Karnan, Sivasundaram Hosokawa, Yoshitaka Yoshikawa, Kazuhiro Suzuki, Susumu Ueda, Ryuzo Murotani, Kenta Bradford, Carol R. Ogawa, Tetsuya |
author_facet | Inukai, Daisuke Nishimura, Kunihiro Okamoto, Hiroki Sano, Rui Ueda, Hiromi Ota, Akinobu Karnan, Sivasundaram Hosokawa, Yoshitaka Yoshikawa, Kazuhiro Suzuki, Susumu Ueda, Ryuzo Murotani, Kenta Bradford, Carol R. Ogawa, Tetsuya |
author_sort | Inukai, Daisuke |
collection | PubMed |
description | Cisplatin is an important drug for the treatment of head and neck squamous cell carcinoma (HNSCC). Determining chemoresistant factors prior to treatment will lead to great benefits for clinicians and patients. Here, we evaluated chemoresistant factors by integrating proteomic and transcriptomic data using HNSCC cell lines to identify a more precise chemoresistant factor in HNSCC. We used four HNSCC cell lines: cisplatin-sensitive, acquired cisplatin resistance, naturally cisplatin-resistant, and acquired 5-FU resistance. Proteomic analysis was performed using iTRAQ, tandem mass spectrometry, and liquid chromatography-electrospray ionization-tandem mass spectrometry. Transcriptomic analysis was performed using microarrays. By integrating these independent data, common factors were addressed and functional analysis was performed using small interfering RNAs (siRNAs) to change the chemosensitivity. Using iTRAQ analysis, 7 proteins were identified as specific for cisplatin chemoresistance factors. Transcriptomic analysis revealed hundreds of potential candidate factors. By combining and integrating these data, S100A2 was identified as a potential cisplatin-specific chemoresistance factor. Functional analysis with siRNA revealed that the expression of S100A2 was reduced and cisplatin sensitivity recovered in the acquired and naturally cisplatin-resistant cell lines, but not in the cisplatin-sensitive cell lines. S100A2 was identified as a cisplatin-specific chemoresistance factor by integrating the transcriptomic and proteomic results obtained using HNSCC cell lines. This is a novel technique that allows for a precise identification, also known as a comprehensive analysis. Our findings indicate that these proteins could be used as biomarkers of HNSCC treatments, providing physicians with new treatment strategies for patients with HNSCC, showing chemoresistance. |
format | Online Article Text |
id | pubmed-7548249 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nagoya University |
record_format | MEDLINE/PubMed |
spelling | pubmed-75482492020-10-30 Identification of cisplatin-resistant factor by integration of transcriptomic and proteomic data using head and neck carcinoma cell lines Inukai, Daisuke Nishimura, Kunihiro Okamoto, Hiroki Sano, Rui Ueda, Hiromi Ota, Akinobu Karnan, Sivasundaram Hosokawa, Yoshitaka Yoshikawa, Kazuhiro Suzuki, Susumu Ueda, Ryuzo Murotani, Kenta Bradford, Carol R. Ogawa, Tetsuya Nagoya J Med Sci Original Paper Cisplatin is an important drug for the treatment of head and neck squamous cell carcinoma (HNSCC). Determining chemoresistant factors prior to treatment will lead to great benefits for clinicians and patients. Here, we evaluated chemoresistant factors by integrating proteomic and transcriptomic data using HNSCC cell lines to identify a more precise chemoresistant factor in HNSCC. We used four HNSCC cell lines: cisplatin-sensitive, acquired cisplatin resistance, naturally cisplatin-resistant, and acquired 5-FU resistance. Proteomic analysis was performed using iTRAQ, tandem mass spectrometry, and liquid chromatography-electrospray ionization-tandem mass spectrometry. Transcriptomic analysis was performed using microarrays. By integrating these independent data, common factors were addressed and functional analysis was performed using small interfering RNAs (siRNAs) to change the chemosensitivity. Using iTRAQ analysis, 7 proteins were identified as specific for cisplatin chemoresistance factors. Transcriptomic analysis revealed hundreds of potential candidate factors. By combining and integrating these data, S100A2 was identified as a potential cisplatin-specific chemoresistance factor. Functional analysis with siRNA revealed that the expression of S100A2 was reduced and cisplatin sensitivity recovered in the acquired and naturally cisplatin-resistant cell lines, but not in the cisplatin-sensitive cell lines. S100A2 was identified as a cisplatin-specific chemoresistance factor by integrating the transcriptomic and proteomic results obtained using HNSCC cell lines. This is a novel technique that allows for a precise identification, also known as a comprehensive analysis. Our findings indicate that these proteins could be used as biomarkers of HNSCC treatments, providing physicians with new treatment strategies for patients with HNSCC, showing chemoresistance. Nagoya University 2020-08 /pmc/articles/PMC7548249/ /pubmed/33132436 http://dx.doi.org/10.18999/nagjms.82.3.519 Text en http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. To view the details of this license, please visit (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Paper Inukai, Daisuke Nishimura, Kunihiro Okamoto, Hiroki Sano, Rui Ueda, Hiromi Ota, Akinobu Karnan, Sivasundaram Hosokawa, Yoshitaka Yoshikawa, Kazuhiro Suzuki, Susumu Ueda, Ryuzo Murotani, Kenta Bradford, Carol R. Ogawa, Tetsuya Identification of cisplatin-resistant factor by integration of transcriptomic and proteomic data using head and neck carcinoma cell lines |
title | Identification of cisplatin-resistant factor by integration of transcriptomic and proteomic data using head and neck carcinoma cell lines |
title_full | Identification of cisplatin-resistant factor by integration of transcriptomic and proteomic data using head and neck carcinoma cell lines |
title_fullStr | Identification of cisplatin-resistant factor by integration of transcriptomic and proteomic data using head and neck carcinoma cell lines |
title_full_unstemmed | Identification of cisplatin-resistant factor by integration of transcriptomic and proteomic data using head and neck carcinoma cell lines |
title_short | Identification of cisplatin-resistant factor by integration of transcriptomic and proteomic data using head and neck carcinoma cell lines |
title_sort | identification of cisplatin-resistant factor by integration of transcriptomic and proteomic data using head and neck carcinoma cell lines |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7548249/ https://www.ncbi.nlm.nih.gov/pubmed/33132436 http://dx.doi.org/10.18999/nagjms.82.3.519 |
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