Profiling neoadjuvant therapy response in rectal cancer using meta-analysis of publicly available transcriptomic RNA-seq datasets.

IF 4.5 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology
Aleksandra Stanojevic, Rafael Stroggilos, Mladen Marinkovic, Ana Djuric, Suzana Stojanovic-Rundic, Radmila Jankovic, Sergi Castellvi-Bel, Remond J A Fijneman, Antonia Vlahou, Jerome Zoidakis, Milena Cavic
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引用次数: 0

Abstract

Neoadjuvant chemoradiotherapy followed by total mesorectal excision is standard for locally advanced rectal cancer, but response varies and current markers are insufficient. This study integrates public bulk RNA-seq data to identify predictive features of response. TRIM54 and PABPC4 were upregulated in the responder group, while ADSS1 and MGAT1 were upregulated in the non-responder group. ARMC2 was identified as a predictive biomarker upregulated in pathological complete response. Responder group showed enrichment of NK cells and CD4+ lymphocytes, while immune precursors were linked to poor outcome. Transcription factor analysis revealed SP1 and NFKB activations in the non-responder group and TCF15 in the responder group. SMAD3 and RDXANK were associated with complete regression, while MYC was dominant in incomplete regression. These findings provide insight into mechanisms underlying therapy response. To our knowledge, this is the first meta-analysis using high-throughput sequencing data, providing a valuable starting point for future rectal cancer research.

利用公开可用的转录组RNA-seq数据集的荟萃分析来分析直肠癌新辅助治疗的反应。
新辅助放化疗后全肠系膜切除是局部晚期直肠癌的标准治疗方法,但疗效不一,目前的标志物不足。本研究整合了公共的大量RNA-seq数据,以确定反应的预测特征。TRIM54和PABPC4在应答组上调,而ADSS1和MGAT1在非应答组上调。ARMC2被认为是在病理完全缓解中上调的预测性生物标志物。反应组显示NK细胞和CD4+淋巴细胞富集,而免疫前体与预后不良有关。转录因子分析显示,SP1和NFKB在无应答组激活,TCF15在应答组激活。SMAD3和RDXANK与完全回归相关,而MYC在不完全回归中占主导地位。这些发现提供了对治疗反应机制的深入了解。据我们所知,这是第一个使用高通量测序数据的荟萃分析,为未来的直肠癌研究提供了一个有价值的起点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular Oncology
Molecular Oncology Biochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
11.80
自引率
1.50%
发文量
203
审稿时长
10 weeks
期刊介绍: Molecular Oncology highlights new discoveries, approaches, and technical developments, in basic, clinical and discovery-driven translational cancer research. It publishes research articles, reviews (by invitation only), and timely science policy articles. The journal is now fully Open Access with all articles published over the past 10 years freely available.
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