通过感觉感知相关的多组学分析,前列腺癌分子分层揭示了化疗耐药机制。

IF 4.8 2区 医学 Q1 Medicine
Shi Li, Ye Tian, Yu Sun, Tian Xu, Wei Wang
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引用次数: 0

摘要

背景:晚期前列腺癌(PCa)表现出明显的遗传异质性和治疗耐药性,但感觉知觉通路在其进展中的作用尚不清楚。方法:我们对来自TCGA和scRNA-seq数据的感觉感知相关mrna和lncrna进行了综合多组学分析。无监督一致聚类定义了三种分子亚型(CS1-CS3)。在患者组织和血清中验证了关键生物标志物。采用TIDE和ESTIMATE定量免疫和间质浸润。单细胞轨迹表征了tsc22d3阳性T细胞,NicheNet绘制了配体与受体的相互作用。结果:出现三种亚型,其中CS1预后最差,化疗耐药明显,基质免疫串扰明显。CS1肿瘤表现为B细胞和T细胞浸润升高,tsc22d3阳性T细胞氧化磷酸化升高。NicheNet分析发现TNF-CCL20轴是CS1免疫抑制信号传导和化疗耐药的中心介质。结论:本研究在前列腺癌中建立了感觉感知相关的分子亚型,并通过TNF-CCL20信号传导将CS1化疗耐药与免疫微环境重编程联系起来。这些发现提供了前列腺癌进展的机制见解,并提出了克服治疗耐药的可行靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Molecular stratification of prostate cancer through sensory perception-related multi-omics analysis reveals chemoresistant mechanisms.

Background: Advanced prostate cancer (PCa) displays significant genetic heterogeneity and therapy resistance, yet the role of sensory perception pathways in its progression remains unclear.

Methods: We performed an integrative multi-omics analysis of sensory perception-linked mRNAs and lncRNAs from TCGA and scRNA-seq data. Unsupervised consensus clustering defined three molecular subtypes (CS1-CS3). Key biomarkers were validated in patient tissues and serum. Immune and stromal infiltration were quantified using TIDE and ESTIMATE. Single-cell trajectories characterized TSC22D3-positive T cells, and NicheNet mapped ligand-receptor interactions.

Results: Three subtypes emerged, with CS1 showing the poorest prognosis, marked chemotherapy resistance, and pronounced stromal-immune crosstalk. CS1 tumors exhibited elevated B- and T-cell infiltration and increased oxidative phosphorylation in TSC22D3-positive T cells. NicheNet analysis identified the TNF-CCL20 axis as a central mediator of immunosuppressive signaling and chemoresistance in CS1.

Conclusions: This study establishes sensory perception-associated molecular subtypes in PCa and links CS1 chemoresistance to immune microenvironment reprogramming via TNF-CCL20 signaling. These findings offer mechanistic insights into PCa progression and suggest actionable targets to overcome therapeutic resistance.

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来源期刊
Cellular Oncology
Cellular Oncology Biochemistry, Genetics and Molecular Biology-Cancer Research
CiteScore
10.40
自引率
1.50%
发文量
0
审稿时长
16 weeks
期刊介绍: The Official Journal of the International Society for Cellular Oncology Focuses on translational research Addresses the conversion of cell biology to clinical applications Cellular Oncology publishes scientific contributions from various biomedical and clinical disciplines involved in basic and translational cancer research on the cell and tissue level, technical and bioinformatics developments in this area, and clinical applications. This includes a variety of fields like genome technology, micro-arrays and other high-throughput techniques, genomic instability, SNP, DNA methylation, signaling pathways, DNA organization, (sub)microscopic imaging, proteomics, bioinformatics, functional effects of genomics, drug design and development, molecular diagnostics and targeted cancer therapies, genotype-phenotype interactions. A major goal is to translate the latest developments in these fields from the research laboratory into routine patient management. To this end Cellular Oncology forms a platform of scientific information exchange between molecular biologists and geneticists, technical developers, pathologists, (medical) oncologists and other clinicians involved in the management of cancer patients. In vitro studies are preferentially supported by validations in tumor tissue with clinicopathological associations.
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