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High-Throughput Strategies for the Discovery of Anticancer Drugs by Targeting Transcriptional Reprogramming
Transcriptional reprogramming contributes to the progression and recurrence of cancer. However, the poorly elucidated mechanisms of transcriptional reprogramming in tumors make the development of effective drugs difficult, and gene expression signature is helpful for connecting genetic information a...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518531/ https://www.ncbi.nlm.nih.gov/pubmed/34660328 http://dx.doi.org/10.3389/fonc.2021.762023 |
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author | Huang, Lijun Yi, Xiaohong Yu, Xiankuo Wang, Yumei Zhang, Chen Qin, Lixia Guo, Dale Zhou, Shiyi Zhang, Guanbin Deng, Yun Bao, Xilinqiqige Wang, Dong |
author_facet | Huang, Lijun Yi, Xiaohong Yu, Xiankuo Wang, Yumei Zhang, Chen Qin, Lixia Guo, Dale Zhou, Shiyi Zhang, Guanbin Deng, Yun Bao, Xilinqiqige Wang, Dong |
author_sort | Huang, Lijun |
collection | PubMed |
description | Transcriptional reprogramming contributes to the progression and recurrence of cancer. However, the poorly elucidated mechanisms of transcriptional reprogramming in tumors make the development of effective drugs difficult, and gene expression signature is helpful for connecting genetic information and pharmacologic treatment. So far, there are two gene-expression signature-based high-throughput drug discovery approaches: L1000, which measures the mRNA transcript abundance of 978 “landmark” genes, and high-throughput sequencing-based high-throughput screening (HTS(2)); they are suitable for anticancer drug discovery by targeting transcriptional reprogramming. L1000 uses ligation-mediated amplification and hybridization to Luminex beads and highlights gene expression changes by detecting bead colors and fluorescence intensity of phycoerythrin signal. HTS(2) takes advantage of RNA-mediated oligonucleotide annealing, selection, and ligation, high throughput sequencing, to quantify gene expression changes by directly measuring gene sequences. This article summarizes technological principles and applications of L1000 and HTS(2), and discusses their advantages and limitations in anticancer drug discovery. |
format | Online Article Text |
id | pubmed-8518531 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85185312021-10-16 High-Throughput Strategies for the Discovery of Anticancer Drugs by Targeting Transcriptional Reprogramming Huang, Lijun Yi, Xiaohong Yu, Xiankuo Wang, Yumei Zhang, Chen Qin, Lixia Guo, Dale Zhou, Shiyi Zhang, Guanbin Deng, Yun Bao, Xilinqiqige Wang, Dong Front Oncol Oncology Transcriptional reprogramming contributes to the progression and recurrence of cancer. However, the poorly elucidated mechanisms of transcriptional reprogramming in tumors make the development of effective drugs difficult, and gene expression signature is helpful for connecting genetic information and pharmacologic treatment. So far, there are two gene-expression signature-based high-throughput drug discovery approaches: L1000, which measures the mRNA transcript abundance of 978 “landmark” genes, and high-throughput sequencing-based high-throughput screening (HTS(2)); they are suitable for anticancer drug discovery by targeting transcriptional reprogramming. L1000 uses ligation-mediated amplification and hybridization to Luminex beads and highlights gene expression changes by detecting bead colors and fluorescence intensity of phycoerythrin signal. HTS(2) takes advantage of RNA-mediated oligonucleotide annealing, selection, and ligation, high throughput sequencing, to quantify gene expression changes by directly measuring gene sequences. This article summarizes technological principles and applications of L1000 and HTS(2), and discusses their advantages and limitations in anticancer drug discovery. Frontiers Media S.A. 2021-10-01 /pmc/articles/PMC8518531/ /pubmed/34660328 http://dx.doi.org/10.3389/fonc.2021.762023 Text en Copyright © 2021 Huang, Yi, Yu, Wang, Zhang, Qin, Guo, Zhou, Zhang, Deng, Bao and Wang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Huang, Lijun Yi, Xiaohong Yu, Xiankuo Wang, Yumei Zhang, Chen Qin, Lixia Guo, Dale Zhou, Shiyi Zhang, Guanbin Deng, Yun Bao, Xilinqiqige Wang, Dong High-Throughput Strategies for the Discovery of Anticancer Drugs by Targeting Transcriptional Reprogramming |
title | High-Throughput Strategies for the Discovery of Anticancer Drugs by Targeting Transcriptional Reprogramming |
title_full | High-Throughput Strategies for the Discovery of Anticancer Drugs by Targeting Transcriptional Reprogramming |
title_fullStr | High-Throughput Strategies for the Discovery of Anticancer Drugs by Targeting Transcriptional Reprogramming |
title_full_unstemmed | High-Throughput Strategies for the Discovery of Anticancer Drugs by Targeting Transcriptional Reprogramming |
title_short | High-Throughput Strategies for the Discovery of Anticancer Drugs by Targeting Transcriptional Reprogramming |
title_sort | high-throughput strategies for the discovery of anticancer drugs by targeting transcriptional reprogramming |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518531/ https://www.ncbi.nlm.nih.gov/pubmed/34660328 http://dx.doi.org/10.3389/fonc.2021.762023 |
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