Becerril-Rico Jared, Grandvallet-Contreras Julian, Ruíz-León M Patricia, Dorantes-Cano Sebastián, Ramírez-Vidal Lizbeth, Tinajero-Rodríguez José M, Ortiz-Sánchez Elizabeth
Subdirección de Investigación Básica Instituto Nacional de Cancerología, Secretaría de Salud, Mexico City, Mexico.
Posgrado en Ciencias Biológicas Universidad Nacional Autónoma de México, Mexico City, Mexico.
Stem Cells Int. 2024 Aug 8;2024:9999155. doi: 10.1155/2024/9999155. eCollection 2024.
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; CD24CD44CD54EpCAM) 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 CD24CD44CD54EpCAM 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.
胃癌(GC)是癌症相关死亡的第四大主要原因,与诊断延迟和治疗耐药性相关。目前,胃癌筛查测试不具有成本效益或准确性较低。此前,我们描述了一种胃癌干细胞(GCSCs;CD24CD44CD54EpCAM)的扩展表型,其与GC患者的转移和肿瘤分期相关。当前研究的目的是评估这些GCSCs在GC患者和健康志愿者外周血中的存在情况。共从32例GC患者和41名健康志愿者中采集了73份血样。在外周血单个核细胞(PBMC)提取后,进行多参数流式细胞术以寻找GCSCs。通过人工智能(AI)利用聚类数据,我们定义了循环GCSCs(cGCSCs)的高/低水平,并进而评估其与临床和预后变量的关联。最后,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患者中存在cGCSCs,平均浓度为0.48%。AI聚类显示出两组具有不同cGCSC水平和临床特征的人群。通过统计分析,我们证实了cGCSC水平与淋巴结转移、远处转移和总生存期之间的关联。诊断测试分析显示敏感性、特异性和曲线下面积(AUC)分别为83%、95%和0.911。我们的结果表明,对cGCSCs CD24CD44CD54EpCAM的评估可能是一种潜在的非侵入性测试,具有预后价值,并且对GC的筛查或诊断具有高度敏感性和特异性;然而,需要更大规模的研究来证实这一点。