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人类胰腺癌细胞类器官的综合分析揭示了与药物敏感性相关的染色质可及性特征。

Integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity.

机构信息

Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai, China.

State Key Laboratory of Cell Biology, Shanghai Key Laboratory of Molecular Andrology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, 200031, China.

出版信息

Nat Commun. 2022 Apr 21;13(1):2169. doi: 10.1038/s41467-022-29857-6.

Abstract

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.

摘要

染色质可及性在控制细胞身份和人类癌症的治疗反应中起着至关重要的作用。然而,胰腺癌的染色质可及性图谱和基因调控网络在很大程度上还没有被描述。在这里,我们将 84 条胰腺癌细胞球体系的染色质可及性图谱与全基因组测序数据、转录组测序数据以及 283 种表观遗传相关化学物质和 5 种化疗药物的药物敏感性分析结果进行整合。我们确定了区分胰腺癌分子亚型的不同转录因子,预测了与基因调控网络相关的大量染色质可及性峰,发现了具有潜在致癌作用的调节性非编码突变,并揭示了与药物敏感性相关的染色质可及性特征。这些结果不仅提供了胰腺癌的染色质可及性图谱,还提出了一种系统的方法来全面了解胰腺癌的基因调控网络,以推进诊断和潜在的个性化医疗应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f121/9023604/b71ebacaaf7c/41467_2022_29857_Fig1_HTML.jpg

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