Single-Cell Profiling of Mononuclear Cells Identifies Transcriptomics Signatures Differentiating Prostate Cancer From Benign Prostatic Hyperplasia

IF 3.1 2区 医学 Q2 GENETICS & HEREDITY
Kadriia Enikeeva, Vyacheslav Korobeynikov, Yuliya Sharifyanova, Elina Akramova, Polina Shmelkova, Diana Gainullinа, Liliia Kalimullina, Valentin Pavlov
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Abstract

Prostate cancer (PCa) and benign prostatic hyperplasia (BPH) share overlapping etiological factors but differ molecularly. In the study, 4 patients with prostate cancer and 3 patients with BPH were included. All patients with prostate cancer and BPH had a histologically confirmed diagnosis. Among the prostate cancer group were 3 patients with acinar prostate adenocarcinoma and 1 patient with small-acinar prostate adenocarcinoma. Using single-cell RNA sequencing (scRNA-seq) on peripheral blood mononuclear cells (PBMCs) from PCa and BPH patients, we identified 16 immune cell clusters, with elevated CD14+ monocytes, NK cells, and γδ T cells in PCa. Differential gene expression analysis revealed 40 overexpressed genes in PCa monocytes, including CSMD1, ZBTB16, ZNF217, and SERPINI2, linked to tumor progression, cell cycle regulation, EMT, androgen signaling, and metabolism. SCN2A was highly expressed in PCa B cells, while ABO, FMN1, and TXNIP in CD4+ T cells modulated immune evasion, cytoskeletal regulation, and oxidative stress. Pathway analysis showed PCa monocytes had heightened interleukin-27 signaling, whereas BPH monocytes exhibited increased cholesterol storage and Notch signaling. CellChat analysis highlighted monocytes' central role in immune regulation, with distinct interactions via MIF, galectin, and TGF-β pathways in PCa and BPH. These findings reveal unique immune microenvironments and transcriptional heterogeneity between PCa and BPH, offering potential biomarkers for differentiation and insights into prostate pathology mechanisms.

单个核细胞的单细胞谱识别区分前列腺癌和良性前列腺增生的转录组学特征
前列腺癌(PCa)和良性前列腺增生(BPH)具有重叠的病因,但在分子上有所不同。本研究纳入4例前列腺癌患者和3例前列腺增生患者。所有前列腺癌和前列腺增生的患者都有组织学上的确诊。前列腺癌组中腺泡性前列腺癌3例,小腺泡性前列腺癌1例。利用单细胞RNA测序(scRNA-seq)对PCa和BPH患者的外周血单核细胞(PBMCs)进行检测,我们鉴定出16个免疫细胞簇,PCa中CD14+单核细胞、NK细胞和γδ T细胞升高。差异基因表达分析显示,PCa单核细胞中有40个过表达基因,包括CSMD1、ZBTB16、ZNF217和SERPINI2,这些基因与肿瘤进展、细胞周期调节、EMT、雄激素信号传导和代谢有关。SCN2A在PCa B细胞中高表达,而CD4+ T细胞中的ABO、FMN1和TXNIP调节免疫逃避、细胞骨架调节和氧化应激。通路分析显示,前列腺癌单核细胞具有增强的白细胞介素-27信号,而前列腺增生单核细胞表现出增加的胆固醇储存和Notch信号。CellChat分析强调了单核细胞在免疫调节中的核心作用,在PCa和BPH中通过MIF、凝集素和TGF-β途径进行独特的相互作用。这些发现揭示了前列腺癌和前列腺增生之间独特的免疫微环境和转录异质性,为前列腺癌的分化和前列腺病理机制提供了潜在的生物标志物。
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来源期刊
Genes, Chromosomes & Cancer
Genes, Chromosomes & Cancer 医学-遗传学
CiteScore
7.00
自引率
8.10%
发文量
94
审稿时长
4-8 weeks
期刊介绍: Genes, Chromosomes & Cancer will offer rapid publication of original full-length research articles, perspectives, reviews and letters to the editors on genetic analysis as related to the study of neoplasia. The main scope of the journal is to communicate new insights into the etiology and/or pathogenesis of neoplasia, as well as molecular and cellular findings of relevance for the management of cancer patients. While preference will be given to research utilizing analytical and functional approaches, descriptive studies and case reports will also be welcomed when they offer insights regarding basic biological mechanisms or the clinical management of neoplastic disorders.
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