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非肌层浸润性膀胱癌中基底型与腔面型角蛋白表达的比较。

Non-Muscle-Invasive Bladder Carcinoma with Respect to Basal Versus Luminal Keratin Expression.

机构信息

Department of Pathology, Seoul National University College of Medicine, Seoul 03080, Korea.

Biomedical Research Institute, Seoul National University Hospital, Seoul 03080, Korea.

出版信息

Int J Mol Sci. 2020 Oct 19;21(20):7726. doi: 10.3390/ijms21207726.

Abstract

Non-muscle-invasive bladder cancer (NMIBC) consists of transcriptional subtypes that are distinguishable from those of muscle-invasive cancer. We aimed to identify genetic signatures of NMIBC related to basal (K5/6) and luminal (K20) keratin expression. Based on immunohistochemical staining, papillary high-grade NMIBC was classified into K5/6-only (K5/6-K20, K20-only (K5/6-K20), double-high (K5/6-K20), and double-low (K5/6-K20) groups (n = 4 per group). Differentially expressed genes identified between each group using RNA sequencing were subjected to functional enrichment analyses. A public dataset was used for validation. Machine learning algorithms were implemented to predict our samples against UROMOL subtypes. Transcriptional investigation demonstrated that the K20-only group was enriched in the cell cycle, proliferation, and progression gene sets, and this result was also observed in the public dataset. The K5/6-only group was closely regulated by basal-type gene sets and showed activated invasive or adhesive functions. The double-high group was enriched in cell cycle arrest, macromolecule biosynthesis, and FGFR3 signaling. The double-low group moderately expressed genes related to cell cycle and macromolecule biosynthesis. All K20-only group tumors were classified as UROMOL "class 2" by the machine learning algorithms. K5/6 and K20 expression levels indicate the transcriptional subtypes of NMIBC. The K5/6-K20 expression is a marker of high-risk NMIBC.

摘要

非肌肉浸润性膀胱癌(NMIBC)由转录亚型组成,这些亚型与肌肉浸润性癌症的转录亚型不同。我们旨在确定与基底(K5/6)和腔(K20)角蛋白表达相关的 NMIBC 的遗传特征。基于免疫组织化学染色,将乳头状高级别 NMIBC 分为 K5/6 仅(K5/6-K20)、K20 仅(K5/6-K20)、双高(K5/6-K20)和双低(K5/6-K20)组(每组 4 例)。使用 RNA 测序鉴定每组之间差异表达的基因,并进行功能富集分析。使用公共数据集进行验证。实施机器学习算法以根据 UROMOL 亚型预测我们的样本。转录研究表明,K20 仅组富含细胞周期、增殖和进展基因集,这一结果在公共数据集也观察到。K5/6 仅组受基底型基因集的紧密调控,并表现出激活的侵袭或粘附功能。双高组富含细胞周期停滞、大分子生物合成和 FGFR3 信号。双低组中度表达与细胞周期和大分子生物合成相关的基因。所有 K20 仅组肿瘤均通过机器学习算法分类为 UROMOL“2 类”。K5/6 和 K20 的表达水平指示 NMIBC 的转录亚型。K5/6-K20 表达是 NMIBC 高危的标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9024/7589917/40a89babdfce/ijms-21-07726-g001.jpg

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