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单细胞分析揭示胆囊癌恶性转化过程中的生态系统动态和细胞间串扰。

Single-cell analyses unravel ecosystem dynamics and intercellular crosstalk during gallbladder cancer malignant transformation.

作者信息

He Zhaobin, Cao Jianqiang, Wang Xiqiang, Yang Shengbiao, Gao Huijie, Yu Yongzhe, Di Zequn, Peng Cheng

机构信息

Department of Hepatobiliary Surgery, Qilu Hospital, Shandong University, Jinan, Shandong Province, China.

Department of Hepatobiliary Minimally Invasive Surgery, Shandong University Institute of Endoscopic Minimally Invasive Surgery, Jinan, Shandong Province, China.

出版信息

Hepatol Commun. 2025 May 16;9(6). doi: 10.1097/HC9.0000000000000697. eCollection 2025 Jun 1.

Abstract

BACKGROUND

Gallbladder cancer (GBC) is a rare but aggressive malignancy, often detected late due to early asymptomatic stages. Understanding cellular and molecular changes from normal tissue to high-grade intraepithelial neoplasia (HGIN) and invasive GBC is vital for identifying early biomarkers and therapeutic targets.

METHODS

We performed single-cell RNA sequencing on 98,113 cells derived from 2 normal adjacent tissues (NAT), 2 HGIN, and 6 GBC samples. The cellular diversity and heterogeneity, particularly within epithelial and immune cell populations in NAT-HGIN-GBC, were investigated utilizing single-cell RNA sequencing, bulk RNA sequencing (bulk RNA-seq), and 10 machine learning methodologies. Furthermore, the intercellular crosstalk between epithelial cells and tumor immune microenvironment cells was examined and validated through multiplex immunofluorescence staining.

RESULTS

The constructed cell atlas elucidated alterations in the immune landscape across various states of NAT-HGIN-GBC, highlighting a more pronounced inhibitory immune microenvironment in GBC. The epithelial subtype TOP2A+ Epi is markedly elevated in GBC and is correlated with a poor prognosis. Key genes associated with this subtype may include GMNN, CYTOR, KLK6, and BIRC5. Similarly, immunosuppressive macrophages, identified as TOP2A+ Macro, also increase along the NAT-HGIN-GBC sequence and are linked to reduced patient survival. Furthermore, TOP2A+ Macro and CD8+ exhausted T cells (CD8+ Tex) engage in intercellular communication with epithelial TOP2A+Epi cells via the TWEAK/FN14 signaling pathway, thereby promoting tumor progression and immune evasion in GBC. The findings were further corroborated through multiplex immunofluorescence staining conducted on specimens from patients.

CONCLUSIONS

This study elucidates significant alteration in the cellular ecosystems and intercellular signaling within the tumor immune microenvironment across the NAT-HGIN-GBC sequence. It identifies TOP2A, TWEAK, and FN14 as potential biomarkers and therapeutic targets for GBC.

摘要

背景

胆囊癌(GBC)是一种罕见但侵袭性强的恶性肿瘤,由于早期无症状,常被晚期发现。了解从正常组织到高级别上皮内瘤变(HGIN)和浸润性GBC的细胞和分子变化对于识别早期生物标志物和治疗靶点至关重要。

方法

我们对来自2个正常相邻组织(NAT)、2个HGIN和6个GBC样本的98,113个细胞进行了单细胞RNA测序。利用单细胞RNA测序、批量RNA测序(批量RNA-seq)和10种机器学习方法,研究了细胞多样性和异质性,特别是在NAT-HGIN-GBC的上皮细胞和免疫细胞群体中。此外,通过多重免疫荧光染色检查并验证了上皮细胞与肿瘤免疫微环境细胞之间的细胞间串扰。

结果

构建的细胞图谱阐明了NAT-HGIN-GBC不同状态下免疫格局的变化,突出了GBC中更明显的抑制性免疫微环境。上皮亚型TOP2A+Epi在GBC中显著升高,且与预后不良相关。与该亚型相关的关键基因可能包括GMNN、CYTOR、KLK6和BIRC5。同样,被鉴定为TOP2A+Macro的免疫抑制巨噬细胞也沿NAT-HGIN-GBC序列增加,并与患者生存率降低有关。此外,TOP2A+Macro和CD8+耗竭性T细胞(CD8+Tex)通过TWEAK/FN14信号通路与上皮TOP2A+Epi细胞进行细胞间通讯,从而促进GBC中的肿瘤进展和免疫逃逸。对患者标本进行的多重免疫荧光染色进一步证实了这些发现。

结论

本研究阐明了NAT-HGIN-GBC序列中肿瘤免疫微环境内细胞生态系统和细胞间信号的显著变化。它将TOP2A、TWEAK和FN14确定为GBC的潜在生物标志物和治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/867c/12088638/ad136b3ffefa/hc9-9-e0697-g001.jpg

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