What single-cell RNA sequencing taught us about MGMT expression in glioblastoma.

IF 3.7 Q1 CLINICAL NEUROLOGY
Neuro-oncology advances Pub Date : 2025-03-22 eCollection Date: 2025-01-01 DOI:10.1093/noajnl/vdaf058
Iyad Alnahhas, Mehak Majid Khan, Wenyin Shi
{"title":"What single-cell RNA sequencing taught us about <i>MGMT</i> expression in glioblastoma.","authors":"Iyad Alnahhas, Mehak Majid Khan, Wenyin Shi","doi":"10.1093/noajnl/vdaf058","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The promoter methylation status of O-6-methylguanine-DNA methyltransferase (<i>MGMT</i>p) is an important prognostic marker in GBM. Previous studies showed that the expression of <i>MGMT</i> based on immunohistochemistry did not correlate with survival. This is partly because nontumor cells express <i>MGMT</i>. Single-cell sequencing assesses gene expression in tumor cells specifically.</p><p><strong>Methods: </strong>We used publicly available data from 3 recent single-cell/nucleus sequencing GBM studies that included <i>MGMT</i>p methylation status data for patients to evaluate <i>MGMT</i> expression at the single-cell level.</p><p><strong>Results: </strong>In the CPTAC study, a median of 0.82% and 5.7% of tumor cells expressed MGMT in the <i>MGMT</i>p methylated group and <i>MGMT</i>p unmethylated group, respectively (<i>P</i>-value .001). In the Neftel study, a median of 0.59% and 14.01% of tumor cells expressed MGMT in the <i>MGMT</i>p methylated group and <i>MGMT</i>p unmethylated group, respectively (<i>P</i>-value .01). Three unmethylated samples (out of 16) had <i>MGMT</i> expression <2%. It is unclear if this is due to technical inaccuracies as the Neftel paper did not specify the detection method for <i>MGMT</i>p methylation. Alternatively, the percentage of GBM cells expressing <i>MGMT</i> as a continuous variable may be more relevant than the dichotomous <i>MGMT</i>p status. The Wang study confirmed that <i>MGMT</i> expression can increase or decrease between paired primary and recurrent samples. The gene set enrichment analysis shows that <i>MGMT</i> expressing and negative cells are enriched with mesenchymal and proneural genes, respectively.</p><p><strong>Conclusion: </strong>Single-cell data suggest that <i>MGMT</i> expression falls on a continuous spectrum. A smaller percentage of tumor cells express <i>MGMT</i> when <i>MGMT</i>p is methylated.</p>","PeriodicalId":94157,"journal":{"name":"Neuro-oncology advances","volume":"7 1","pages":"vdaf058"},"PeriodicalIF":3.7000,"publicationDate":"2025-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12063106/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Neuro-oncology advances","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/noajnl/vdaf058","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: The promoter methylation status of O-6-methylguanine-DNA methyltransferase (MGMTp) is an important prognostic marker in GBM. Previous studies showed that the expression of MGMT based on immunohistochemistry did not correlate with survival. This is partly because nontumor cells express MGMT. Single-cell sequencing assesses gene expression in tumor cells specifically.

Methods: We used publicly available data from 3 recent single-cell/nucleus sequencing GBM studies that included MGMTp methylation status data for patients to evaluate MGMT expression at the single-cell level.

Results: In the CPTAC study, a median of 0.82% and 5.7% of tumor cells expressed MGMT in the MGMTp methylated group and MGMTp unmethylated group, respectively (P-value .001). In the Neftel study, a median of 0.59% and 14.01% of tumor cells expressed MGMT in the MGMTp methylated group and MGMTp unmethylated group, respectively (P-value .01). Three unmethylated samples (out of 16) had MGMT expression <2%. It is unclear if this is due to technical inaccuracies as the Neftel paper did not specify the detection method for MGMTp methylation. Alternatively, the percentage of GBM cells expressing MGMT as a continuous variable may be more relevant than the dichotomous MGMTp status. The Wang study confirmed that MGMT expression can increase or decrease between paired primary and recurrent samples. The gene set enrichment analysis shows that MGMT expressing and negative cells are enriched with mesenchymal and proneural genes, respectively.

Conclusion: Single-cell data suggest that MGMT expression falls on a continuous spectrum. A smaller percentage of tumor cells express MGMT when MGMTp is methylated.

单细胞RNA测序让我们了解了胶质母细胞瘤中的MGMT表达。
背景:o -6-甲基鸟嘌呤- dna甲基转移酶(MGMTp)启动子甲基化状态是GBM的重要预后指标。既往研究显示,免疫组化检测MGMT表达与存活无相关性。这部分是因为非肿瘤细胞表达MGMT。单细胞测序专门评估肿瘤细胞中的基因表达。方法:我们使用了最近3项单细胞/细胞核测序GBM研究的公开数据,其中包括患者的MGMT甲基化状态数据,以评估单细胞水平的MGMT表达。结果:在CPTAC研究中,MGMTp甲基化组和MGMTp未甲基化组中表达MGMT的肿瘤细胞中位数分别为0.82%和5.7% (p值为0.001)。在Neftel研究中,MGMTp甲基化组和MGMTp未甲基化组中表达MGMT的肿瘤细胞中位数分别为0.59%和14.01% (p值0.01)。16个未甲基化的样本中有3个MGMT表达MGMTp甲基化。另外,作为一个连续变量表达MGMT的GBM细胞的百分比可能比MGMT的二分状态更相关。Wang的研究证实,在配对的原发和复发样本中,MGMT表达可以增加或减少。基因集富集分析显示MGMT表达细胞和阴性细胞分别富集了间充质基因和原质基因。结论:单细胞数据提示MGMT表达呈连续谱。当MGMT被甲基化时,较小比例的肿瘤细胞表达MGMT。
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 求助全文
来源期刊
CiteScore
6.20
自引率
0.00%
发文量
0
审稿时长
12 weeks
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信