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Comprehensive predictions of target proteins based on protein-chemical interaction using virtual screening and experimental verifications
BACKGROUND: Identification of the target proteins of bioactive compounds is critical for elucidating the mode of action; however, target identification has been difficult in general, mostly due to the low sensitivity of detection using affinity chromatography followed by CBB staining and MS/MS analy...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3471015/ https://www.ncbi.nlm.nih.gov/pubmed/22480302 http://dx.doi.org/10.1186/1472-6769-12-2 |
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author | Kobayashi, Hiroki Harada, Hiroko Nakamura, Masaomi Futamura, Yushi Ito, Akihiro Yoshida, Minoru Iemura, Shun-ichiro Shin-ya, Kazuo Doi, Takayuki Takahashi, Takashi Natsume, Tohru Imoto, Masaya Sakakibara, Yasubumi |
author_facet | Kobayashi, Hiroki Harada, Hiroko Nakamura, Masaomi Futamura, Yushi Ito, Akihiro Yoshida, Minoru Iemura, Shun-ichiro Shin-ya, Kazuo Doi, Takayuki Takahashi, Takashi Natsume, Tohru Imoto, Masaya Sakakibara, Yasubumi |
author_sort | Kobayashi, Hiroki |
collection | PubMed |
description | BACKGROUND: Identification of the target proteins of bioactive compounds is critical for elucidating the mode of action; however, target identification has been difficult in general, mostly due to the low sensitivity of detection using affinity chromatography followed by CBB staining and MS/MS analysis. RESULTS: We applied our protocol of predicting target proteins combining in silico screening and experimental verification for incednine, which inhibits the anti-apoptotic function of Bcl-xL by an unknown mechanism. One hundred eighty-two target protein candidates were computationally predicted to bind to incednine by the statistical prediction method, and the predictions were verified by in vitro binding of incednine to seven proteins, whose expression can be confirmed in our cell system. As a result, 40% accuracy of the computational predictions was achieved successfully, and we newly found 3 incednine-binding proteins. CONCLUSIONS: This study revealed that our proposed protocol of predicting target protein combining in silico screening and experimental verification is useful, and provides new insight into a strategy for identifying target proteins of small molecules. |
format | Online Article Text |
id | pubmed-3471015 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-34710152012-10-18 Comprehensive predictions of target proteins based on protein-chemical interaction using virtual screening and experimental verifications Kobayashi, Hiroki Harada, Hiroko Nakamura, Masaomi Futamura, Yushi Ito, Akihiro Yoshida, Minoru Iemura, Shun-ichiro Shin-ya, Kazuo Doi, Takayuki Takahashi, Takashi Natsume, Tohru Imoto, Masaya Sakakibara, Yasubumi BMC Chem Biol Methodology Article BACKGROUND: Identification of the target proteins of bioactive compounds is critical for elucidating the mode of action; however, target identification has been difficult in general, mostly due to the low sensitivity of detection using affinity chromatography followed by CBB staining and MS/MS analysis. RESULTS: We applied our protocol of predicting target proteins combining in silico screening and experimental verification for incednine, which inhibits the anti-apoptotic function of Bcl-xL by an unknown mechanism. One hundred eighty-two target protein candidates were computationally predicted to bind to incednine by the statistical prediction method, and the predictions were verified by in vitro binding of incednine to seven proteins, whose expression can be confirmed in our cell system. As a result, 40% accuracy of the computational predictions was achieved successfully, and we newly found 3 incednine-binding proteins. CONCLUSIONS: This study revealed that our proposed protocol of predicting target protein combining in silico screening and experimental verification is useful, and provides new insight into a strategy for identifying target proteins of small molecules. BioMed Central 2012-04-05 /pmc/articles/PMC3471015/ /pubmed/22480302 http://dx.doi.org/10.1186/1472-6769-12-2 Text en Copyright ©2012 Kobayashi et al.; licensee BioMed Central Ltd http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Methodology Article Kobayashi, Hiroki Harada, Hiroko Nakamura, Masaomi Futamura, Yushi Ito, Akihiro Yoshida, Minoru Iemura, Shun-ichiro Shin-ya, Kazuo Doi, Takayuki Takahashi, Takashi Natsume, Tohru Imoto, Masaya Sakakibara, Yasubumi Comprehensive predictions of target proteins based on protein-chemical interaction using virtual screening and experimental verifications |
title | Comprehensive predictions of target proteins based on protein-chemical interaction using virtual screening and experimental verifications |
title_full | Comprehensive predictions of target proteins based on protein-chemical interaction using virtual screening and experimental verifications |
title_fullStr | Comprehensive predictions of target proteins based on protein-chemical interaction using virtual screening and experimental verifications |
title_full_unstemmed | Comprehensive predictions of target proteins based on protein-chemical interaction using virtual screening and experimental verifications |
title_short | Comprehensive predictions of target proteins based on protein-chemical interaction using virtual screening and experimental verifications |
title_sort | comprehensive predictions of target proteins based on protein-chemical interaction using virtual screening and experimental verifications |
topic | Methodology Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3471015/ https://www.ncbi.nlm.nih.gov/pubmed/22480302 http://dx.doi.org/10.1186/1472-6769-12-2 |
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