Single-Cell RNA Sequencing Reveals LEF1-Driven Wnt Pathway Activation as a Shared Oncogenic Program in Hepatoblastoma and Medulloblastoma.

IF 3.4 4区 医学 Q2 ONCOLOGY Current oncology Pub Date : 2025-01-09 DOI:10.3390/curroncol32010035
Christophe Desterke, Yuanji Fu, Jenny Bonifacio-Mundaca, Claudia Monge, Pascal Pineau, Jorge Mata-Garrido, Raquel Francés
{"title":"Single-Cell RNA Sequencing Reveals LEF1-Driven Wnt Pathway Activation as a Shared Oncogenic Program in Hepatoblastoma and Medulloblastoma.","authors":"Christophe Desterke, Yuanji Fu, Jenny Bonifacio-Mundaca, Claudia Monge, Pascal Pineau, Jorge Mata-Garrido, Raquel Francés","doi":"10.3390/curroncol32010035","DOIUrl":null,"url":null,"abstract":"<p><p>(1) Background: Hepatoblastoma and medulloblastoma are two types of pediatric tumors with embryonic origins. Both tumor types can exhibit genetic alterations that affect the β-catenin and Wnt pathways; (2) Materials and Methods: This study used bioinformatics and integrative analysis of multi-omics data at both the tumor and single-cell levels to investigate two distinct pediatric tumors: medulloblastoma and hepatoblastoma; (3) Results: The cross-transcriptome analysis revealed a commonly regulated expression signature between hepatoblastoma and medulloblastoma tumors. Among the commonly upregulated genes, the transcription factor LEF1 was significantly expressed in both tumor types. In medulloblastoma, LEF1 upregulation is associated with the WNT-subtype. The analysis of LEF1 genome binding occupancy in H1 embryonic stem cells identified 141 LEF1 proximal targets activated in WNT medulloblastoma, 13 of which are involved in Wnt pathway regulation: <i>RNF43</i>, <i>LEF1</i>, <i>NKD1</i>, <i>AXIN2</i>, <i>DKK4</i>, <i>DKK1</i>, <i>LGR6</i>, <i>FGFR2</i>, <i>NXN</i>, <i>TCF7L1</i>, <i>STK3</i>, <i>YAP1</i>, and <i>NFATC4</i>. The ROC curve analysis of the combined expression of these 13 WNT-related LEF1 targets yielded an area under the curve (AUC) of 1.00, indicating 100% specificity and sensitivity for predicting the WNT subtype in the PBTA medulloblastoma cohort. An expression score based on these 13 WNT-LEF1 targets accurately predicted the WNT subtype in two independent medulloblastoma transcriptome cohorts. At the single-cell level, the WNT-LEF1 expression score was exclusively positive in WNT-medulloblastoma tumor cells. This WNT-LEF1-dependent signature was also confirmed as activated in the hepatoblastoma tumor transcriptome. At the single-cell level, the WNT-LEF1 expression score was higher in tumor cells from both human hepatoblastoma samples and a hepatoblastoma patient-derived xenotransplant model; (4) Discussion: This study uncovered a shared transcriptional activation of a LEF1-dependent embryonic program, which orchestrates the regulation of the Wnt signaling pathway in tumor cells from both hepatoblastoma and medulloblastoma.</p>","PeriodicalId":11012,"journal":{"name":"Current oncology","volume":"32 1","pages":""},"PeriodicalIF":3.4000,"publicationDate":"2025-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11763369/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current oncology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3390/curroncol32010035","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

(1) Background: Hepatoblastoma and medulloblastoma are two types of pediatric tumors with embryonic origins. Both tumor types can exhibit genetic alterations that affect the β-catenin and Wnt pathways; (2) Materials and Methods: This study used bioinformatics and integrative analysis of multi-omics data at both the tumor and single-cell levels to investigate two distinct pediatric tumors: medulloblastoma and hepatoblastoma; (3) Results: The cross-transcriptome analysis revealed a commonly regulated expression signature between hepatoblastoma and medulloblastoma tumors. Among the commonly upregulated genes, the transcription factor LEF1 was significantly expressed in both tumor types. In medulloblastoma, LEF1 upregulation is associated with the WNT-subtype. The analysis of LEF1 genome binding occupancy in H1 embryonic stem cells identified 141 LEF1 proximal targets activated in WNT medulloblastoma, 13 of which are involved in Wnt pathway regulation: RNF43, LEF1, NKD1, AXIN2, DKK4, DKK1, LGR6, FGFR2, NXN, TCF7L1, STK3, YAP1, and NFATC4. The ROC curve analysis of the combined expression of these 13 WNT-related LEF1 targets yielded an area under the curve (AUC) of 1.00, indicating 100% specificity and sensitivity for predicting the WNT subtype in the PBTA medulloblastoma cohort. An expression score based on these 13 WNT-LEF1 targets accurately predicted the WNT subtype in two independent medulloblastoma transcriptome cohorts. At the single-cell level, the WNT-LEF1 expression score was exclusively positive in WNT-medulloblastoma tumor cells. This WNT-LEF1-dependent signature was also confirmed as activated in the hepatoblastoma tumor transcriptome. At the single-cell level, the WNT-LEF1 expression score was higher in tumor cells from both human hepatoblastoma samples and a hepatoblastoma patient-derived xenotransplant model; (4) Discussion: This study uncovered a shared transcriptional activation of a LEF1-dependent embryonic program, which orchestrates the regulation of the Wnt signaling pathway in tumor cells from both hepatoblastoma and medulloblastoma.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
单细胞RNA测序揭示了lef1驱动的Wnt通路激活在肝母细胞瘤和髓母细胞瘤中是一个共享的致癌程序。
(1)背景:肝母细胞瘤和髓母细胞瘤是两种起源于胚胎的儿科肿瘤。两种肿瘤类型都可以表现出影响β-catenin和Wnt通路的遗传改变;(2)材料与方法:本研究利用肿瘤和单细胞水平的生物信息学和多组学数据综合分析研究了两种不同的儿科肿瘤:髓母细胞瘤和肝母细胞瘤;(3)结果:交叉转录组分析揭示了肝母细胞瘤和髓母细胞瘤肿瘤之间共同调节的表达特征。在常见的上调基因中,转录因子LEF1在两种肿瘤类型中均显著表达。在髓母细胞瘤中,LEF1上调与wnt亚型相关。通过对H1胚胎干细胞中LEF1基因组结合占据率的分析,鉴定出在WNT髓母细胞瘤中激活的141个LEF1近端靶点,其中13个参与WNT通路调控:RNF43、LEF1、NKD1、AXIN2、DKK4、DKK1、LGR6、FGFR2、NXN、TCF7L1、STK3、YAP1和NFATC4。对这13个WNT相关的LEF1靶点的联合表达进行ROC曲线分析,曲线下面积(AUC)为1.00,表明在PBTA成神经管细胞瘤队列中,预测WNT亚型的特异性和敏感性为100%。基于这13个WNT- lef1靶点的表达评分准确地预测了两个独立髓母细胞瘤转录组队列中的WNT亚型。在单细胞水平上,WNT-LEF1表达评分在wnt -髓母细胞瘤肿瘤细胞中均为阳性。这种依赖wnt - lef1的特征也被证实在肝母细胞瘤肿瘤转录组中被激活。在单细胞水平上,WNT-LEF1在人肝母细胞瘤样本和肝母细胞瘤患者来源的异种移植模型的肿瘤细胞中的表达评分更高;(4)讨论:本研究揭示了lef1依赖性胚胎程序的共同转录激活,该程序协调了肝母细胞瘤和髓母细胞瘤肿瘤细胞中Wnt信号通路的调节。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Current oncology
Current oncology ONCOLOGY-
CiteScore
3.30
自引率
7.70%
发文量
664
审稿时长
1 months
期刊介绍: Current Oncology is a peer-reviewed, Canadian-based and internationally respected journal. Current Oncology represents a multidisciplinary medium encompassing health care workers in the field of cancer therapy in Canada to report upon and to review progress in the management of this disease. We encourage submissions from all fields of cancer medicine, including radiation oncology, surgical oncology, medical oncology, pediatric oncology, pathology, and cancer rehabilitation and survivorship. Articles published in the journal typically contain information that is relevant directly to clinical oncology practice, and have clear potential for application to the current or future practice of cancer medicine.
期刊最新文献
Interplay Between p53 and Wnt/β-Catenin Signaling in Colorectal Cancer: Associations with Mismatch Repair Status, Tumor Microenvironment, and Clinicopathological Outcomes. Hepatitis B Virus Infection Is Associated with a Higher Risk of Liver Metastasis in Gastric Cancer. Pharmacist-Led Interventions for Colorectal Cancer Prevention: A Systematic Review. Dermatomyositis as a Paraneoplastic Syndrome of Metastatic Urothelial Carcinoma. Bridging Perspectives: How Canadian Patients and Caregivers View Quality of Life in Multiple Myeloma Compared to Validated Instruments.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1