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多能性因子NANOG有助于间充质可塑性,并可预测食管腺癌的预后。

The pluripotency factor NANOG contributes to mesenchymal plasticity and is predictive for outcome in esophageal adenocarcinoma.

作者信息

van der Zalm Amber P, Dings Mark P G, Manoukian Paul, Boersma Hannah, Janssen Reimer, Bailey Peter, Koster Jan, Zwijnenburg Danny, Volckmann Richard, Bootsma Sanne, Waasdorp Cynthia, van Mourik Monique, Blangé Dionne, van den Ende Tom, Oyarce César I, Derks Sarah, Creemers Aafke, Ebbing Eva A, Hooijer Gerrit K, Meijer Sybren L, van Berge Henegouwen Mark I, Medema Jan Paul, van Laarhoven Hanneke W M, Bijlsma Maarten F

机构信息

Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory of Experimental Oncology and Radiobiology, Amsterdam, The Netherlands.

Cancer Center Amsterdam, Cancer Biology, Amsterdam, The Netherlands.

出版信息

Commun Med (Lond). 2024 May 17;4(1):89. doi: 10.1038/s43856-024-00512-z.

Abstract

BACKGROUND

Despite the advent of neoadjuvant chemoradiotherapy (CRT), overall survival rates of esophageal adenocarcinoma (EAC) remain low. A readily induced mesenchymal transition of EAC cells contributes to resistance to CRT.

METHODS

In this study, we aimed to chart the heterogeneity in cell state transition after CRT and to identify its underpinnings. A panel of 12 esophageal cultures were treated with CRT and ranked by their relative epithelial-mesenchymal plasticity. RNA-sequencing was performed on 100 pre-treatment biopsies. After RNA-sequencing, Ridge regression analysis was applied to correlate gene expression to ranked plasticity, and models were developed to predict mesenchymal transitions in patients. Plasticity score predictions of the three highest significant predictive models were projected on the pre-treatment biopsies and related to clinical outcome data. Motif enrichment analysis of the genes associated with all three models was performed.

RESULTS

This study reveals NANOG as the key associated transcription factor predicting mesenchymal plasticity in EAC. Expression of NANOG in pre-treatment biopsies is highly associated with poor response to neoadjuvant chemoradiation, the occurrence of recurrences, and median overall survival difference in EAC patients (>48 months). Perturbation of NANOG reduces plasticity and resensitizes cell lines, organoid cultures, and patient-derived in vivo grafts.

CONCLUSIONS

In conclusion, NANOG is a key transcription factor in mesenchymal plasticity in EAC and a promising predictive marker for outcome.

摘要

背景

尽管新辅助放化疗(CRT)已经出现,但食管腺癌(EAC)的总体生存率仍然很低。EAC细胞易于诱导的间充质转变导致对CRT产生抗性。

方法

在本研究中,我们旨在描绘CRT后细胞状态转变的异质性并确定其基础。用CRT处理一组12种食管培养物,并根据它们相对的上皮-间充质可塑性进行排名。对100份治疗前活检组织进行RNA测序。RNA测序后,应用岭回归分析将基因表达与排名的可塑性相关联,并建立模型以预测患者的间充质转变。将三个最高显著预测模型的可塑性评分预测投影到治疗前活检组织上,并与临床结果数据相关联。对与所有三个模型相关的基因进行基序富集分析。

结果

本研究揭示NANOG是预测EAC中间充质可塑性的关键相关转录因子。NANOG在治疗前活检组织中的表达与新辅助放化疗反应不佳、复发的发生以及EAC患者的中位总生存差异(>48个月)高度相关。干扰NANOG可降低可塑性并使细胞系、类器官培养物和患者来源的体内移植物重新敏感。

结论

总之,NANOG是EAC中间充质可塑性的关键转录因子,也是一个有前景的预后预测标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2167/11101480/c7c7e0b23bca/43856_2024_512_Fig1_HTML.jpg

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