Cargando…
Integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity
Chromatin accessibility plays an essential role in controlling cellular identity and the therapeutic response of human cancers. However, the chromatin accessibility landscape and gene regulatory network of pancreatic cancer are largely uncharacterized. Here, we integrate the chromatin accessibility...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9023604/ https://www.ncbi.nlm.nih.gov/pubmed/35449156 http://dx.doi.org/10.1038/s41467-022-29857-6 |
_version_ | 1784690384166715392 |
---|---|
author | Shi, Xiaohan Li, Yunguang Yuan, Qiuyue Tang, Shijie Guo, Shiwei Zhang, Yehan He, Juan Zhang, Xiaoyu Han, Ming Liu, Zhuang Zhu, Yiqin Gao, Suizhi Wang, Huan Xu, Xiongfei Zheng, Kailian Jing, Wei Chen, Luonan Wang, Yong Jin, Gang Gao, Dong |
author_facet | Shi, Xiaohan Li, Yunguang Yuan, Qiuyue Tang, Shijie Guo, Shiwei Zhang, Yehan He, Juan Zhang, Xiaoyu Han, Ming Liu, Zhuang Zhu, Yiqin Gao, Suizhi Wang, Huan Xu, Xiongfei Zheng, Kailian Jing, Wei Chen, Luonan Wang, Yong Jin, Gang Gao, Dong |
author_sort | Shi, Xiaohan |
collection | PubMed |
description | Chromatin accessibility plays an essential role in controlling cellular identity and the therapeutic response of human cancers. However, the chromatin accessibility landscape and gene regulatory network of pancreatic cancer are largely uncharacterized. Here, we integrate the chromatin accessibility profiles of 84 pancreatic cancer organoid lines with whole-genome sequencing data, transcriptomic sequencing data and the results of drug sensitivity analysis of 283 epigenetic-related chemicals and 5 chemotherapeutic drugs. We identify distinct transcription factors that distinguish molecular subtypes of pancreatic cancer, predict numerous chromatin accessibility peaks associated with gene regulatory networks, discover regulatory noncoding mutations with potential as cancer drivers, and reveal the chromatin accessibility signatures associated with drug sensitivity. These results not only provide the chromatin accessibility atlas of pancreatic cancer but also suggest a systematic approach to comprehensively understand the gene regulatory network of pancreatic cancer in order to advance diagnosis and potential personalized medicine applications. |
format | Online Article Text |
id | pubmed-9023604 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-90236042022-04-28 Integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity Shi, Xiaohan Li, Yunguang Yuan, Qiuyue Tang, Shijie Guo, Shiwei Zhang, Yehan He, Juan Zhang, Xiaoyu Han, Ming Liu, Zhuang Zhu, Yiqin Gao, Suizhi Wang, Huan Xu, Xiongfei Zheng, Kailian Jing, Wei Chen, Luonan Wang, Yong Jin, Gang Gao, Dong Nat Commun Article Chromatin accessibility plays an essential role in controlling cellular identity and the therapeutic response of human cancers. However, the chromatin accessibility landscape and gene regulatory network of pancreatic cancer are largely uncharacterized. Here, we integrate the chromatin accessibility profiles of 84 pancreatic cancer organoid lines with whole-genome sequencing data, transcriptomic sequencing data and the results of drug sensitivity analysis of 283 epigenetic-related chemicals and 5 chemotherapeutic drugs. We identify distinct transcription factors that distinguish molecular subtypes of pancreatic cancer, predict numerous chromatin accessibility peaks associated with gene regulatory networks, discover regulatory noncoding mutations with potential as cancer drivers, and reveal the chromatin accessibility signatures associated with drug sensitivity. These results not only provide the chromatin accessibility atlas of pancreatic cancer but also suggest a systematic approach to comprehensively understand the gene regulatory network of pancreatic cancer in order to advance diagnosis and potential personalized medicine applications. Nature Publishing Group UK 2022-04-21 /pmc/articles/PMC9023604/ /pubmed/35449156 http://dx.doi.org/10.1038/s41467-022-29857-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Shi, Xiaohan Li, Yunguang Yuan, Qiuyue Tang, Shijie Guo, Shiwei Zhang, Yehan He, Juan Zhang, Xiaoyu Han, Ming Liu, Zhuang Zhu, Yiqin Gao, Suizhi Wang, Huan Xu, Xiongfei Zheng, Kailian Jing, Wei Chen, Luonan Wang, Yong Jin, Gang Gao, Dong Integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity |
title | Integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity |
title_full | Integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity |
title_fullStr | Integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity |
title_full_unstemmed | Integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity |
title_short | Integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity |
title_sort | integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9023604/ https://www.ncbi.nlm.nih.gov/pubmed/35449156 http://dx.doi.org/10.1038/s41467-022-29857-6 |
work_keys_str_mv | AT shixiaohan integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT liyunguang integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT yuanqiuyue integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT tangshijie integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT guoshiwei integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT zhangyehan integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT hejuan integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT zhangxiaoyu integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT hanming integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT liuzhuang integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT zhuyiqin integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT gaosuizhi integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT wanghuan integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT xuxiongfei integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT zhengkailian integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT jingwei integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT chenluonan integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT wangyong integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT jingang integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity AT gaodong integratedprofilingofhumanpancreaticcancerorganoidsrevealschromatinaccessibilityfeaturesassociatedwithdrugsensitivity |