Single-nucleus RNA sequencing and spatial transcriptomics reveal an immunosuppressive tumor microenvironment related to metastatic dissemination during pancreatic cancer liver metastasis.

IF 12.4 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL
Theranostics Pub Date : 2025-04-13 eCollection Date: 2025-01-01 DOI:10.7150/thno.108925
Hongsen Liu, Mengting Chen, Bo Hong, Yufei Xiao, Qianming Chen, Yun Qian
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引用次数: 0

Abstract

Background: Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive malignancy characterized by early liver metastasis and high mortality. The tumor microenvironment plays a pivotal role in tumor progression; however, the immune microenvironment's involvement in PDAC liver metastasis remains poorly understood. Methods: This study investigates cellular heterogeneity in primary tumor (PT) and liver metastasis (LM) tissues of PDAC using single-nucleus RNA sequencing and spatial transcriptomics. Intra-tumor heterogeneity and cell interactions were elucidated through deconvolution, intercellular signalling, pseudotime analysis, and immune infiltration profiling. The spatial distribution of immune cells was assessed by multiplexed immunofluorescence staining, and prognostic models were developed and validated through immunohistochemistry (IHC). Analyzing the regulatory role of CITED4 in the invasion and metastasis of pancreatic cancer cells through transwell assay and scratch wound healing assay. Results: A total of 62,326 cells were sequenced, with metastatic dissemination cells showing significant upregulation of epithelial-mesenchymal transition (EMT)-related genes during liver metastasis. Spatial transcriptomics revealed the enrichment of metastatic dissemination cells and FOXP3-related Treg cells at the tumor front in PT tissues. In comparison to LM tissues, the tumor front in PT tissues fosters an immunosuppressive microenvironment through the accumulation of Treg cells. Interaction analysis identified the SPP1 pathway as a key promoter of this immunosuppressive environment. Furthermore, prognostic models highlighted CITED4 as critical biomarkers in PDAC. Elevated CITED4 expression is correlated with liver metastasis and poor prognosis in patients with PDAC. siRNA-mediated knockdown of CITED4 suppresses the invasion and metastasis of pancreatic cancer cells. Conclusions: In summary, this study revealed that Treg cell alterations, mediated by metastatic dissemination cells within the immune microenvironment, significantly contribute to PDAC liver metastasis, and that CITED4 enhances the metastatic potential of metastatic dissemination cells.

单核RNA测序和空间转录组学揭示了胰腺癌肝转移过程中与转移传播相关的免疫抑制肿瘤微环境。
背景:胰腺导管腺癌(Pancreatic ductal adencarcinoma, PDAC)是一种具有高侵袭性的恶性肿瘤,其特点是早期肝转移和高死亡率。肿瘤微环境在肿瘤进展中起关键作用;然而,免疫微环境在PDAC肝转移中的作用仍然知之甚少。方法:本研究利用单核RNA测序和空间转录组学研究PDAC原发肿瘤(PT)和肝转移(LM)组织的细胞异质性。通过反褶积、细胞间信号传导、伪时间分析和免疫浸润谱,阐明了肿瘤内异质性和细胞相互作用。通过多重免疫荧光染色评估免疫细胞的空间分布,并通过免疫组织化学(IHC)建立和验证预后模型。通过transwell实验和抓伤愈合实验分析CITED4在胰腺癌细胞侵袭转移中的调控作用。结果:对62,326个细胞进行了测序,发现转移传播细胞在肝转移过程中上皮-间质转化(EMT)相关基因显著上调。空间转录组学显示,转移性播散细胞和foxp3相关的Treg细胞在PT组织的肿瘤前沿富集。与LM组织相比,PT组织的肿瘤前缘通过Treg细胞的积累形成了免疫抑制微环境。相互作用分析发现SPP1通路是这种免疫抑制环境的关键启动子。此外,预后模型强调CITED4是PDAC的关键生物标志物。CITED4表达升高与PDAC患者肝转移及预后不良相关。sirna介导的CITED4敲低可抑制胰腺癌细胞的侵袭和转移。结论:综上所述,本研究揭示了免疫微环境中由转移性播散细胞介导的Treg细胞改变显著促进了PDAC肝转移,而CITED4增强了转移性播散细胞的转移潜能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Theranostics
Theranostics MEDICINE, RESEARCH & EXPERIMENTAL-
CiteScore
25.40
自引率
1.60%
发文量
433
审稿时长
1 months
期刊介绍: Theranostics serves as a pivotal platform for the exchange of clinical and scientific insights within the diagnostic and therapeutic molecular and nanomedicine community, along with allied professions engaged in integrating molecular imaging and therapy. As a multidisciplinary journal, Theranostics showcases innovative research articles spanning fields such as in vitro diagnostics and prognostics, in vivo molecular imaging, molecular therapeutics, image-guided therapy, biosensor technology, nanobiosensors, bioelectronics, system biology, translational medicine, point-of-care applications, and personalized medicine. Encouraging a broad spectrum of biomedical research with potential theranostic applications, the journal rigorously peer-reviews primary research, alongside publishing reviews, news, and commentary that aim to bridge the gap between the laboratory, clinic, and biotechnology industries.
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