Regulatory T Cell Infiltration-Driven Single-Cell Transcriptomic Analysis Identifies SAP18 as a Prognostic Marker for Esophageal Squamous Cell Carcinoma.

IF 1.6 Q4 ONCOLOGY
Jianxiang Huang, Hanshuo Zhang, Xinyue Lin, Xiaolong Wu, Xiaoshan Chen, Wang Chen, Shanshan Liang, Yun Chen, Qianhua Luo, Chengcheng Xu, Shaojie Liu, Xingmei Liu, Shuyao Zhang
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引用次数: 0

Abstract

Background: Advanced esophageal squamous cell carcinoma (ESCC) is characterized by molecular heterogeneity and distinct patterns of immune cell infiltration. Regulatory T cells (Tregs), in particular, play a critical role in shaping an immunosuppressive tumor microenvironment (TME), which is associated with poor clinical outcomes.

Methods: We developed a prognostic model by integrating GEO-derived bulk RNA sequencing data and single-cell transcriptome. Model predictions were confirmed through RT-qPCR, Western blot, and immunohistochemistry on clinical specimens, while in vitro assays (CCK8, transwell invasion, scratch, colony formation, and immunofluorescence) validated the function of SAP18 in cell proliferation, invasion, and ECM remodeling.

Results: Expression patterns of the 5 Tregs-associated genes in clinical specimens aligned with model predictions, underscoring the model's robustness. The high-risk subgroup was associated with upregulated extracellular matrix (ECM) remodeling, an abundance of immune-suppressive cells, higher TP53 mutation rate, and limited benefit from immunotherapy. In contrast, the low-risk subgroup exhibited anti-tumor immunity. Cell-cell communication analysis also implicated the collagen pathway in Tregs-mediated immune evasion in ESCC. Functional assays indicated that SAP18 in the prognostic model significantly promotes proliferation, invasion, and ECM reconstruction, further highlighting its potential as a therapeutic target.

Conclusion: Our findings elucidate the role of Tregs in the TME, underscoring significant potential of SAP18, which is essential for assessing patient prognosis and may facilitate the development of personalized therapies for ESCC.

调节性T细胞浸润驱动的单细胞转录组学分析确定SAP18作为食管鳞状细胞癌的预后标志物。
背景:晚期食管鳞状细胞癌(ESCC)具有分子异质性和不同的免疫细胞浸润模式。特别是调节性T细胞(Tregs),在形成免疫抑制性肿瘤微环境(TME)中起着关键作用,这与不良的临床结果有关。方法:我们通过整合geo衍生的大量RNA测序数据和单细胞转录组建立了一个预后模型。通过临床标本的RT-qPCR、Western blot和免疫组化证实了模型预测,而体外实验(CCK8、transwell侵袭、划痕、集落形成和免疫荧光)证实了SAP18在细胞增殖、侵袭和ECM重塑中的功能。结果:临床标本中5种tregs相关基因的表达模式与模型预测一致,强调了模型的稳健性。高危亚组与细胞外基质(ECM)重塑上调、免疫抑制细胞丰富、TP53突变率较高、免疫治疗获益有限相关。相反,低风险亚组表现出抗肿瘤免疫。细胞间通讯分析也涉及ESCC中tregs介导的免疫逃避的胶原途径。功能分析表明,SAP18在预后模型中显著促进增殖、侵袭和ECM重建,进一步突出了其作为治疗靶点的潜力。结论:我们的研究结果阐明了Tregs在TME中的作用,强调了SAP18的巨大潜力,SAP18对于评估患者预后至关重要,并可能促进ESCC个性化治疗的发展。
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来源期刊
CiteScore
3.80
自引率
0.00%
发文量
121
期刊介绍: The Journal of Gastrointestinal Cancer is a multidisciplinary medium for the publication of novel research pertaining to cancers arising from the gastrointestinal tract.The journal is dedicated to the most rapid publication possible.The journal publishes papers in all relevant fields, emphasizing those studies that are helpful in understanding and treating cancers affecting the esophagus, stomach, liver, gallbladder and biliary tree, pancreas, small bowel, large bowel, rectum, and anus. In addition, the Journal of Gastrointestinal Cancer publishes basic and translational scientific information from studies providing insight into the etiology and progression of cancers affecting these organs. New insights are provided from diverse areas of research such as studies exploring pre-neoplastic states, risk factors, epidemiology, genetics, preclinical therapeutics, surgery, radiation therapy, novel medical therapeutics, clinical trials, and outcome studies.In addition to reports of original clinical and experimental studies, the journal also publishes: case reports, state-of-the-art reviews on topics of immediate interest or importance; invited articles analyzing particular areas of pancreatic research and knowledge; perspectives in which critical evaluation and conflicting opinions about current topics may be expressed; meeting highlights that summarize important points presented at recent meetings; abstracts of symposia and conferences; book reviews; hypotheses; Letters to the Editors; and other items of special interest, including:Complex Cases in GI Oncology:  This is a new initiative to provide a forum to review and discuss the history and management of complex and involved gastrointestinal oncology cases. The format will be similar to a teaching case conference where a case vignette is presented and is followed by a series of questions and discussion points. A brief reference list supporting the points made in discussion would be expected.
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