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Systematic functional interrogation of human pseudogenes using CRISPRi
BACKGROUND: The human genome encodes over 14,000 pseudogenes that are evolutionary relics of protein-coding genes and commonly considered as nonfunctional. Emerging evidence suggests that some pseudogenes may exert important functions. However, to what extent human pseudogenes are functionally relev...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8381491/ https://www.ncbi.nlm.nih.gov/pubmed/34425866 http://dx.doi.org/10.1186/s13059-021-02464-2 |
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author | Sun, Ming Wang, Yunfei Zheng, Caishang Wei, Yanjun Hou, Jiakai Zhang, Peng He, Wei Lv, Xiangdong Ding, Yao Liang, Han Hon, Chung-Chau Chen, Xi Xu, Han Chen, Yiwen |
author_facet | Sun, Ming Wang, Yunfei Zheng, Caishang Wei, Yanjun Hou, Jiakai Zhang, Peng He, Wei Lv, Xiangdong Ding, Yao Liang, Han Hon, Chung-Chau Chen, Xi Xu, Han Chen, Yiwen |
author_sort | Sun, Ming |
collection | PubMed |
description | BACKGROUND: The human genome encodes over 14,000 pseudogenes that are evolutionary relics of protein-coding genes and commonly considered as nonfunctional. Emerging evidence suggests that some pseudogenes may exert important functions. However, to what extent human pseudogenes are functionally relevant remains unclear. There has been no large-scale characterization of pseudogene function because of technical challenges, including high sequence similarity between pseudogene and parent genes, and poor annotation of transcription start sites. RESULTS: To overcome these technical obstacles, we develop an integrated computational pipeline to design the first genome-wide library of CRISPR interference (CRISPRi) single-guide RNAs (sgRNAs) that target human pseudogene promoter-proximal regions. We perform the first pseudogene-focused CRISPRi screen in luminal A breast cancer cells and reveal approximately 70 pseudogenes that affect breast cancer cell fitness. Among the top hits, we identify a cancer-testis unitary pseudogene, MGAT4EP, that is predominantly localized in the nucleus and interacts with FOXA1, a key regulator in luminal A breast cancer. By enhancing the promoter binding of FOXA1, MGAT4EP upregulates the expression of oncogenic transcription factor FOXM1. Integrative analyses of multi-omic data from the Cancer Genome Atlas (TCGA) reveal many unitary pseudogenes whose expressions are significantly dysregulated and/or associated with overall/relapse-free survival of patients in diverse cancer types. CONCLUSIONS: Our study represents the first large-scale study characterizing pseudogene function. Our findings suggest the importance of nuclear function of unitary pseudogenes and underscore their underappreciated roles in human diseases. The functional genomic resources developed here will greatly facilitate the study of human pseudogene function. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-021-02464-2. |
format | Online Article Text |
id | pubmed-8381491 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-83814912021-08-23 Systematic functional interrogation of human pseudogenes using CRISPRi Sun, Ming Wang, Yunfei Zheng, Caishang Wei, Yanjun Hou, Jiakai Zhang, Peng He, Wei Lv, Xiangdong Ding, Yao Liang, Han Hon, Chung-Chau Chen, Xi Xu, Han Chen, Yiwen Genome Biol Research BACKGROUND: The human genome encodes over 14,000 pseudogenes that are evolutionary relics of protein-coding genes and commonly considered as nonfunctional. Emerging evidence suggests that some pseudogenes may exert important functions. However, to what extent human pseudogenes are functionally relevant remains unclear. There has been no large-scale characterization of pseudogene function because of technical challenges, including high sequence similarity between pseudogene and parent genes, and poor annotation of transcription start sites. RESULTS: To overcome these technical obstacles, we develop an integrated computational pipeline to design the first genome-wide library of CRISPR interference (CRISPRi) single-guide RNAs (sgRNAs) that target human pseudogene promoter-proximal regions. We perform the first pseudogene-focused CRISPRi screen in luminal A breast cancer cells and reveal approximately 70 pseudogenes that affect breast cancer cell fitness. Among the top hits, we identify a cancer-testis unitary pseudogene, MGAT4EP, that is predominantly localized in the nucleus and interacts with FOXA1, a key regulator in luminal A breast cancer. By enhancing the promoter binding of FOXA1, MGAT4EP upregulates the expression of oncogenic transcription factor FOXM1. Integrative analyses of multi-omic data from the Cancer Genome Atlas (TCGA) reveal many unitary pseudogenes whose expressions are significantly dysregulated and/or associated with overall/relapse-free survival of patients in diverse cancer types. CONCLUSIONS: Our study represents the first large-scale study characterizing pseudogene function. Our findings suggest the importance of nuclear function of unitary pseudogenes and underscore their underappreciated roles in human diseases. The functional genomic resources developed here will greatly facilitate the study of human pseudogene function. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-021-02464-2. BioMed Central 2021-08-23 /pmc/articles/PMC8381491/ /pubmed/34425866 http://dx.doi.org/10.1186/s13059-021-02464-2 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 Sun, Ming Wang, Yunfei Zheng, Caishang Wei, Yanjun Hou, Jiakai Zhang, Peng He, Wei Lv, Xiangdong Ding, Yao Liang, Han Hon, Chung-Chau Chen, Xi Xu, Han Chen, Yiwen Systematic functional interrogation of human pseudogenes using CRISPRi |
title | Systematic functional interrogation of human pseudogenes using CRISPRi |
title_full | Systematic functional interrogation of human pseudogenes using CRISPRi |
title_fullStr | Systematic functional interrogation of human pseudogenes using CRISPRi |
title_full_unstemmed | Systematic functional interrogation of human pseudogenes using CRISPRi |
title_short | Systematic functional interrogation of human pseudogenes using CRISPRi |
title_sort | systematic functional interrogation of human pseudogenes using crispri |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8381491/ https://www.ncbi.nlm.nih.gov/pubmed/34425866 http://dx.doi.org/10.1186/s13059-021-02464-2 |
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