PO.CL01.12 · 临床研究
伴肉瘤样/横纹肌样去分化肾肿瘤的空间解析转录组分析揭示潜在生物学机制及相关新生物标志物
Spatially-resolved transcriptome analysis of renal tumors with sarcomatoid/rhabdoid dedifferentiation uncovers underlying biology and new biomarkers relevant to these tumors
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
肾细胞癌(RCC)中肉瘤样(Sarc)和横纹肌样(Rhab)去分化的存在与不良临床结局及更高转移性疾病风险相关。既往针对具有这些去分化特征肾肿瘤的分子研究缺乏空间分辨率,无法将这些侵袭性区域与经典RCC组织学区分开来,使得这些侵袭性表型背后的生物学机制知之甚少。我们对54例RCC肿瘤中370个呈现Sarc、Rhab、透明细胞、乳头状或良性肾组织的区域应用了空间全转录组分析(GeoMx DSP)。我们将这些空间转录组图谱与包含不同RCC亚型的单细胞RNA测序图谱相结合,以研究Sarc/Rhab生物学,并利用癌症基因组图谱(TCGA)和临床蛋白质组肿瘤分析联盟(CPTAC)等公共数据库验证了我们发现的临床意义。空间解析转录组数据的解卷积揭示Sarc/Rhab区域存在大量基因表达重编程。值得注意的是,Sarc/Rhab区域具有高度成纤维细胞样基因表达模式和细胞角蛋白表达缺失,这是Sarc和Rhab去分化的决定性标志,反映了它们的组织学本质。我们建立了Sarc和Rhab肿瘤的癌细胞内在基因表达特征,发现它们在TCGA(n=485)和CPTAC(n=103)的ccRCC队列中均与更高的肿瘤分级高度相关。重要的是,这些特征显著预测临床低风险(1-2期)ccRCC患者的不良无病生存。在TCGA的ccRCC队列中,与其他肿瘤相比,Sarc基因特征水平高的肿瘤富集SETD2、PTEN、MTOR和KDM5C突变,以及特定拷贝数变异,尤其是14q、9、18和6p的缺失及20、12和8q的获得。通路富集分析提示,与经典ccRCC区域相比,Sarc/Rhab区域高度富集细胞外基质组织、凝血及上皮-间质转化相关基因,而氧化磷酸化、脂肪生成及氨基酸代谢通路则减弱。这些发现为RCC中Sarc/Rhab去分化的生物学提供了新见解,为开发更佳的预后标志物和靶向治疗策略铺平了道路。
查看英文原文 English abstract
The presence of sarcomatoid (Sarc) and rhabdoid (Rhab) dedifferentiation in renal cell carcinoma (RCC) is linked to poor clinical outcomes and higher risk of metastatic disease. Previous molecular studies on renal tumors with these dedifferentiated features lacked spatial resolution to distinguish these aggressive regions from classical RCC histology, leaving the biology underlying these aggressive phenotypes poorly understood. We applied spatial whole transcriptome profiling (GeoMx DSP) to 370 regions exhibiting Sarc, Rhab, clear cell, papillary, or benign kidney from 54 RCC tumors. We combined these spatial transcriptome profiles with our single-cell RNA-sequencing atlas consisting of different RCC subtypes to investigate Sarc/Rhab biology and verified clinical significance of our findings using public databases such as The Cancer Genome Atlas (TCGA) and Clinical Proteomic Tumor Analysis Consortium (CPTAC). Deconvolution of the spatially resolved transcriptome data revealed substantial gene expression reprogramming in Sarc/Rhab regions. Notably, Sarc/Rhab areas featured a high fibroblast-like gene expression pattern and a loss of cytokeratin expression as a defining hallmark of Sarc and Rhab dedifferentiation, reflecting their histological nature. We established cancer cell-intrinsic gene expression signatures of Sarc and Rhab tumors and found they are highly correlated with higher tumor grade in the ccRCC cohorts from both TCGA (n=485) and CPTAC (n=103). Importantly, these signatures significantly predicted poor disease-free survival in clinically low-risk (Stage 1-2) ccRCC patients. In the ccRCC cohort of TCGA, tumors with high Sarc gene signature levels were enriched for mutations in SETD2 , PTEN , MTOR , and KDM5C , as well as specific copy-number variations, notably loss of 14q, 9, 18, and 6p and gain of 20, 12, and 8q, compared to other tumors. Pathway enrichment analyses suggested that genes related to extracellular matrix organization, coagulation, and epithelial-mesenchymal transition were highly enriched in Sarc/Rhab regions compared to classical ccRCC regions, while pathways for oxidative phosphorylation, adipogenesis, and amino acid metabolism were decreased.These findings provide novel insights into the biology of Sarc/Rhab dedifferentiation in RCC, paving the way for the development of improved prognostic markers and targeted therapeutic strategies.
利益披露 Disclosure
M. Kim, None..
M. Soytas, None..
B. Ulukan, None..
T. Nishimura, None..
S. Kailasam, None..
A. Madrigal, None..
Z. Mehrjoo, None..
K. Glennon, None..
E. Scarlata, None..
M. Arseneault, None..
M. Park, None..
H. Najafabadi, None..
F. Brimo, None..
O. Sahin, None..
S. Tanguay, None..
Y. Riazalhosseini, None.