Circulating Gastric Cancer Stem Cells as Blood Screening and Prognosis Factor in Gastric Cancer.

IF 3.8 3区 医学 Q2 CELL & TISSUE ENGINEERING
Stem Cells International Pub Date : 2024-08-08 eCollection Date: 2024-01-01 DOI:10.1155/2024/9999155
Jared Becerril-Rico, Julian Grandvallet-Contreras, M Patricia Ruíz-León, Sebastián Dorantes-Cano, Lizbeth Ramírez-Vidal, José M Tinajero-Rodríguez, Elizabeth Ortiz-Sánchez
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引用次数: 0

Abstract

Gastric cancer (GC) is the fourth leading cause of cancer-related death, associated with late diagnosis and treatment resistance. Currently, screening tests for GC are not cost-effective or have low accuracy. Previously, we described an extended phenotype of gastric cancer stem cells (GCSCs; CD24+CD44+CD54+EpCAM+) that is associated with metastasis and tumor stage in GC patients. The goal of the current research is to evaluate the presence of these GCSCs in the peripheral blood of GC patients and healthy volunteers. A total of 73 blood samples were collected from 32 GC patients and 41 healthy volunteers. After peripheral blood mononuclear cell (PBMC) extraction, multiparametric flow cytometry was performed looking for GCSCs. Using clustering data through artificial intelligence (AI), we defined high/low levels of circulating GCSCs (cGCSCs) and proceeded to evaluate its association with clinical and prognostic variables. Finally, a diagnostic test analysis was performed evaluating patients and healthy volunteers. We found that cGCSCs are present in most GC patients with a mean concentration of 0.48%. The AI clustering showed two groups with different cGCSC levels and clinical characteristics. Through statistical analysis, we confirmed the association between cGCSC levels and lymph node metastasis, distant metastasis, and overall survival. The diagnostic test analysis showed sensibility, specificity, and area under the curve (AUC) of 83%, 95%, and 0.911, respectively. Our results suggest that the assessment of cGCSCs CD24+CD44+CD54+EpCAM+ could be a potential noninvasive test, with prognostic value, as well as highly sensitive and specific for screening or diagnosis of GC; however, a larger scale study will be necessary to confirm this.

作为胃癌血液筛查和预后因素的循环胃癌干细胞
胃癌(GC)是癌症相关死亡的第四大原因,与诊断晚和耐药性有关。目前,胃癌筛查测试的成本效益不高或准确率较低。此前,我们描述了胃癌干细胞(GCSCs;CD24+CD44+CD54+EpCAM+)的扩展表型,它与胃癌患者的转移和肿瘤分期有关。本研究的目的是评估 GC 患者和健康志愿者外周血中是否存在这些 GCSCs。研究人员共采集了 32 名 GC 患者和 41 名健康志愿者的 73 份血液样本。提取外周血单核细胞(PBMC)后,进行多参数流式细胞术检测 GCSCs。通过人工智能(AI)对数据进行聚类,我们定义了循环 GCSCs(cGCSCs)的高/低水平,并着手评估其与临床和预后变量的关联。最后,我们对患者和健康志愿者进行了诊断测试分析。我们发现,大多数 GC 患者体内都存在 cGCSCs,平均浓度为 0.48%。人工智能聚类显示,两组患者的 cGCSC 水平和临床特征各不相同。通过统计分析,我们证实了cGCSC水平与淋巴结转移、远处转移和总生存率之间的关系。诊断测试分析显示,灵敏度、特异性和曲线下面积(AUC)分别为 83%、95% 和 0.911。我们的研究结果表明,cGCSCs CD24+CD44+CD54+EpCAM+ 的评估可能是一种潜在的无创检测方法,具有预后价值,并且对筛查或诊断 GC 具有高度敏感性和特异性;然而,这需要更大规模的研究来证实。
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来源期刊
Stem Cells International
Stem Cells International CELL & TISSUE ENGINEERING-
CiteScore
8.10
自引率
2.30%
发文量
188
审稿时长
18 weeks
期刊介绍: Stem Cells International is a peer-reviewed, Open Access journal that publishes original research articles, review articles, and clinical studies in all areas of stem cell biology and applications. The journal will consider basic, translational, and clinical research, including animal models and clinical trials. Topics covered include, but are not limited to: embryonic stem cells; induced pluripotent stem cells; tissue-specific stem cells; stem cell differentiation; genetics and epigenetics; cancer stem cells; stem cell technologies; ethical, legal, and social issues.
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