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Integrative analysis of CRISPR screening data uncovers new opportunities for optimizing cancer immunotherapy
BACKGROUND: In recent years, the application of functional genetic immuno-oncology screens has showcased the striking ability to identify potential regulators engaged in tumor-immune interactions. Although these screens have yielded substantial data, few studies have attempted to systematically aggr...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8722047/ https://www.ncbi.nlm.nih.gov/pubmed/34980132 http://dx.doi.org/10.1186/s12943-021-01462-z |
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author | Li, Yan Yang, Chen Liu, Zhicheng Du, Shangce Can, Susan Zhang, Hailin Zhang, Linmeng Huang, Xiaowen Xiao, Zhenyu Li, Xiaobo Fang, Jingyuan Qin, Wenxin Sun, Chong Wang, Cun Chen, Jun Chen, Huimin |
author_facet | Li, Yan Yang, Chen Liu, Zhicheng Du, Shangce Can, Susan Zhang, Hailin Zhang, Linmeng Huang, Xiaowen Xiao, Zhenyu Li, Xiaobo Fang, Jingyuan Qin, Wenxin Sun, Chong Wang, Cun Chen, Jun Chen, Huimin |
author_sort | Li, Yan |
collection | PubMed |
description | BACKGROUND: In recent years, the application of functional genetic immuno-oncology screens has showcased the striking ability to identify potential regulators engaged in tumor-immune interactions. Although these screens have yielded substantial data, few studies have attempted to systematically aggregate and analyze them. METHODS: In this study, a comprehensive data collection of tumor immunity-associated functional screens was performed. Large-scale genomic data sets were exploited to conduct integrative analyses. RESULTS: We identified 105 regulator genes that could mediate resistance or sensitivity to immune cell-induced tumor elimination. Further analysis identified MON2 as a novel immune-oncology target with considerable therapeutic potential. In addition, based on the 105 genes, a signature named CTIS (CRISPR screening-based tumor-intrinsic immune score) for predicting response to immune checkpoint blockade (ICB) and several immunomodulatory agents with the potential to augment the efficacy of ICB were also determined. CONCLUSION: Overall, our findings provide insights into immune oncology and open up novel opportunities for improving the efficacy of current immunotherapy agents. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12943-021-01462-z. |
format | Online Article Text |
id | pubmed-8722047 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-87220472022-01-06 Integrative analysis of CRISPR screening data uncovers new opportunities for optimizing cancer immunotherapy Li, Yan Yang, Chen Liu, Zhicheng Du, Shangce Can, Susan Zhang, Hailin Zhang, Linmeng Huang, Xiaowen Xiao, Zhenyu Li, Xiaobo Fang, Jingyuan Qin, Wenxin Sun, Chong Wang, Cun Chen, Jun Chen, Huimin Mol Cancer Research BACKGROUND: In recent years, the application of functional genetic immuno-oncology screens has showcased the striking ability to identify potential regulators engaged in tumor-immune interactions. Although these screens have yielded substantial data, few studies have attempted to systematically aggregate and analyze them. METHODS: In this study, a comprehensive data collection of tumor immunity-associated functional screens was performed. Large-scale genomic data sets were exploited to conduct integrative analyses. RESULTS: We identified 105 regulator genes that could mediate resistance or sensitivity to immune cell-induced tumor elimination. Further analysis identified MON2 as a novel immune-oncology target with considerable therapeutic potential. In addition, based on the 105 genes, a signature named CTIS (CRISPR screening-based tumor-intrinsic immune score) for predicting response to immune checkpoint blockade (ICB) and several immunomodulatory agents with the potential to augment the efficacy of ICB were also determined. CONCLUSION: Overall, our findings provide insights into immune oncology and open up novel opportunities for improving the efficacy of current immunotherapy agents. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12943-021-01462-z. BioMed Central 2022-01-02 /pmc/articles/PMC8722047/ /pubmed/34980132 http://dx.doi.org/10.1186/s12943-021-01462-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Li, Yan Yang, Chen Liu, Zhicheng Du, Shangce Can, Susan Zhang, Hailin Zhang, Linmeng Huang, Xiaowen Xiao, Zhenyu Li, Xiaobo Fang, Jingyuan Qin, Wenxin Sun, Chong Wang, Cun Chen, Jun Chen, Huimin Integrative analysis of CRISPR screening data uncovers new opportunities for optimizing cancer immunotherapy |
title | Integrative analysis of CRISPR screening data uncovers new opportunities for optimizing cancer immunotherapy |
title_full | Integrative analysis of CRISPR screening data uncovers new opportunities for optimizing cancer immunotherapy |
title_fullStr | Integrative analysis of CRISPR screening data uncovers new opportunities for optimizing cancer immunotherapy |
title_full_unstemmed | Integrative analysis of CRISPR screening data uncovers new opportunities for optimizing cancer immunotherapy |
title_short | Integrative analysis of CRISPR screening data uncovers new opportunities for optimizing cancer immunotherapy |
title_sort | integrative analysis of crispr screening data uncovers new opportunities for optimizing cancer immunotherapy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8722047/ https://www.ncbi.nlm.nih.gov/pubmed/34980132 http://dx.doi.org/10.1186/s12943-021-01462-z |
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