{"title":"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。","authors":"Shi Li, Ye Tian, Yu Sun, Tian Xu, Wei Wang","doi":"10.1007/s13402-025-01099-w","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Advanced prostate cancer (PCa) displays significant genetic heterogeneity and therapy resistance, yet the role of sensory perception pathways in its progression remains unclear.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":9690,"journal":{"name":"Cellular Oncology","volume":" ","pages":""},"PeriodicalIF":4.8000,"publicationDate":"2025-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Molecular stratification of prostate cancer through sensory perception-related multi-omics analysis reveals chemoresistant mechanisms.\",\"authors\":\"Shi Li, Ye Tian, Yu Sun, Tian Xu, Wei Wang\",\"doi\":\"10.1007/s13402-025-01099-w\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Advanced prostate cancer (PCa) displays significant genetic heterogeneity and therapy resistance, yet the role of sensory perception pathways in its progression remains unclear.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>\",\"PeriodicalId\":9690,\"journal\":{\"name\":\"Cellular Oncology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2025-08-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cellular Oncology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s13402-025-01099-w\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cellular Oncology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s13402-025-01099-w","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Medicine","Score":null,"Total":0}
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.
Cellular OncologyBiochemistry, 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.