Cargando…

Genome-Scale CRISPR-Cas9 Transcriptional Activation Screening in Metformin Resistance Related Gene of Prostate Cancer

Metformin is a classic type II diabetes drug which possesses anti-tumor properties for various cancers. However, different cancers do not respond to metformin with the same effectiveness or acquire resistance. Thus, searching for vulnerabilities of metformin-resistant prostate cancer is a promising...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Jiahong, Huang, Yaqiang, Tang, Zhenfeng, Li, Maozhang, Ling, Xiaohui, Liao, Jinxian, Zhou, Xiaobo, Fang, Shumin, Zhao, Haibo, Zhong, Weide, Yuan, Xia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7870801/
https://www.ncbi.nlm.nih.gov/pubmed/33575255
http://dx.doi.org/10.3389/fcell.2020.616332
_version_ 1783648879467560960
author Chen, Jiahong
Huang, Yaqiang
Tang, Zhenfeng
Li, Maozhang
Ling, Xiaohui
Liao, Jinxian
Zhou, Xiaobo
Fang, Shumin
Zhao, Haibo
Zhong, Weide
Yuan, Xia
author_facet Chen, Jiahong
Huang, Yaqiang
Tang, Zhenfeng
Li, Maozhang
Ling, Xiaohui
Liao, Jinxian
Zhou, Xiaobo
Fang, Shumin
Zhao, Haibo
Zhong, Weide
Yuan, Xia
author_sort Chen, Jiahong
collection PubMed
description Metformin is a classic type II diabetes drug which possesses anti-tumor properties for various cancers. However, different cancers do not respond to metformin with the same effectiveness or acquire resistance. Thus, searching for vulnerabilities of metformin-resistant prostate cancer is a promising strategy to improve the therapeutic efficiency of the drug. A genome-scale CRISPR-Cas9 activation library search targeting 23,430 genes was conducted to identify the genes that confer resistance to metformin in prostate cancer cells. Candidate genes were selected by total reads of sgRNA and sgRNA diversity, and then a CCK8 assay was used to verify their resistance to metformin. Interestingly, we discovered that the activation of ECE1, ABCA12, BPY2, EEF1A1, RAD9A, and NIPSNAP1 contributed to in vitro resistance to metformin in DU145 and PC3 cell lines. Notably, a high level of RAD9A, with poor prognosis in PCa, was the most significant gene in the CCK8 assay. Furthermore, we discerned the tumor immune microenvironment with RAD9A expression by CIBERSORT. These results suggested that a high level of RAD9A may upregulate regulatory T cells to counterbalance metformin in the tumor immune microenvironment.
format Online
Article
Text
id pubmed-7870801
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-78708012021-02-10 Genome-Scale CRISPR-Cas9 Transcriptional Activation Screening in Metformin Resistance Related Gene of Prostate Cancer Chen, Jiahong Huang, Yaqiang Tang, Zhenfeng Li, Maozhang Ling, Xiaohui Liao, Jinxian Zhou, Xiaobo Fang, Shumin Zhao, Haibo Zhong, Weide Yuan, Xia Front Cell Dev Biol Cell and Developmental Biology Metformin is a classic type II diabetes drug which possesses anti-tumor properties for various cancers. However, different cancers do not respond to metformin with the same effectiveness or acquire resistance. Thus, searching for vulnerabilities of metformin-resistant prostate cancer is a promising strategy to improve the therapeutic efficiency of the drug. A genome-scale CRISPR-Cas9 activation library search targeting 23,430 genes was conducted to identify the genes that confer resistance to metformin in prostate cancer cells. Candidate genes were selected by total reads of sgRNA and sgRNA diversity, and then a CCK8 assay was used to verify their resistance to metformin. Interestingly, we discovered that the activation of ECE1, ABCA12, BPY2, EEF1A1, RAD9A, and NIPSNAP1 contributed to in vitro resistance to metformin in DU145 and PC3 cell lines. Notably, a high level of RAD9A, with poor prognosis in PCa, was the most significant gene in the CCK8 assay. Furthermore, we discerned the tumor immune microenvironment with RAD9A expression by CIBERSORT. These results suggested that a high level of RAD9A may upregulate regulatory T cells to counterbalance metformin in the tumor immune microenvironment. Frontiers Media S.A. 2021-01-26 /pmc/articles/PMC7870801/ /pubmed/33575255 http://dx.doi.org/10.3389/fcell.2020.616332 Text en Copyright © 2021 Chen, Huang, Tang, Li, Ling, Liao, Zhou, Fang, Zhao, Zhong and Yuan. http://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 Cell and Developmental Biology
Chen, Jiahong
Huang, Yaqiang
Tang, Zhenfeng
Li, Maozhang
Ling, Xiaohui
Liao, Jinxian
Zhou, Xiaobo
Fang, Shumin
Zhao, Haibo
Zhong, Weide
Yuan, Xia
Genome-Scale CRISPR-Cas9 Transcriptional Activation Screening in Metformin Resistance Related Gene of Prostate Cancer
title Genome-Scale CRISPR-Cas9 Transcriptional Activation Screening in Metformin Resistance Related Gene of Prostate Cancer
title_full Genome-Scale CRISPR-Cas9 Transcriptional Activation Screening in Metformin Resistance Related Gene of Prostate Cancer
title_fullStr Genome-Scale CRISPR-Cas9 Transcriptional Activation Screening in Metformin Resistance Related Gene of Prostate Cancer
title_full_unstemmed Genome-Scale CRISPR-Cas9 Transcriptional Activation Screening in Metformin Resistance Related Gene of Prostate Cancer
title_short Genome-Scale CRISPR-Cas9 Transcriptional Activation Screening in Metformin Resistance Related Gene of Prostate Cancer
title_sort genome-scale crispr-cas9 transcriptional activation screening in metformin resistance related gene of prostate cancer
topic Cell and Developmental Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7870801/
https://www.ncbi.nlm.nih.gov/pubmed/33575255
http://dx.doi.org/10.3389/fcell.2020.616332
work_keys_str_mv AT chenjiahong genomescalecrisprcas9transcriptionalactivationscreeninginmetforminresistancerelatedgeneofprostatecancer
AT huangyaqiang genomescalecrisprcas9transcriptionalactivationscreeninginmetforminresistancerelatedgeneofprostatecancer
AT tangzhenfeng genomescalecrisprcas9transcriptionalactivationscreeninginmetforminresistancerelatedgeneofprostatecancer
AT limaozhang genomescalecrisprcas9transcriptionalactivationscreeninginmetforminresistancerelatedgeneofprostatecancer
AT lingxiaohui genomescalecrisprcas9transcriptionalactivationscreeninginmetforminresistancerelatedgeneofprostatecancer
AT liaojinxian genomescalecrisprcas9transcriptionalactivationscreeninginmetforminresistancerelatedgeneofprostatecancer
AT zhouxiaobo genomescalecrisprcas9transcriptionalactivationscreeninginmetforminresistancerelatedgeneofprostatecancer
AT fangshumin genomescalecrisprcas9transcriptionalactivationscreeninginmetforminresistancerelatedgeneofprostatecancer
AT zhaohaibo genomescalecrisprcas9transcriptionalactivationscreeninginmetforminresistancerelatedgeneofprostatecancer
AT zhongweide genomescalecrisprcas9transcriptionalactivationscreeninginmetforminresistancerelatedgeneofprostatecancer
AT yuanxia genomescalecrisprcas9transcriptionalactivationscreeninginmetforminresistancerelatedgeneofprostatecancer