Department of Surgery, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, 2193, South Africa.
Bioinformatics Unit, International Centre for Genetic Engineering and Biotechnology, Observatory, Cape Town, 7925, South Africa.
BMC Cancer. 2024 Jul 7;24(1):809. doi: 10.1186/s12885-024-12595-x.
Pancreatic Ductal Adenocarcinoma (PDAC) is an aggressive cancer characterized by an immunosuppressive microenvironment. Patients from specific ethnicities and population groups have poorer prognoses than others. Therefore, a better understanding of the immune landscape in such groups is necessary for disease elucidation, predicting patient outcomes and therapeutic targeting. This study investigated the expression of circulating key immune cell markers in South African PDAC patients of African ancestry.
Blood samples were obtained from a total of 6 healthy volunteers (HC), 6 Chronic Pancreatitis (CP) and 34 PDAC patients consisting of 22 resectable (RPC), 8 locally advanced (LAPC) and 4 metastatic (MPC). Real-time Quantitative Polymerase Chain reactions (RT-qPCR), Metabolomics, Enzyme-Linked Immunosorbent Assay (ELISA), Reactive Oxygen Species (ROS), and Immunophenotyping assays were conducted. Statistical analysis was conducted in R (v 4.3.2). Additional analysis of single-cell RNA data from 20 patients (16 PDAC and 4 controls) was conducted to interrogate the distribution of T-cell and Natural Killer cell populations.
Granulocyte and neutrophil levels were significantly elevated while lymphocytes decreased with PDAC severity. The total percentages of CD3 T-cell subpopulations (helper and double negative T-cells) decreased when compared to HC. Although both NK (p = 0.014) and NKT (p < 0.001) cell levels increased as the disease progressed, their subsets: NK CD56CD16 (p = 0.024) and NKTs CD56 (p = 0.008) cell levels reduced significantly. Of note is the negative association of NK CD56CD16 (p < 0.001) cell levels with survival time. The gene expression analyses showed no statistically significant correlation when comparing the PDAC groups with the controls. The inflammatory status of PDAC was assessed by ROS levels of serum which were elevated in CP (p = 0.025), (RPC (p = 0.003) and LAPC (p = 0.008)) while no significant change was observed in MPC, compared to the HC group. ROS was shown to be positively correlated with GlycA (R = 0.45, p = 0.0096). Single-cell analyses showed a significant difference in the ratio of NKT cells per total cell counts in LAPC (p < 0.001) and MPC (p < 0.001) groups compared with HC, confirming observations in our sample group.
The expression of these immune cell markers observed in this pilot study provides insight into their potential roles in tumour progression in the patient group and suggests their potential utility in the development of immunotherapeutic strategies.
胰腺导管腺癌(PDAC)是一种侵袭性癌症,其特征为免疫抑制微环境。来自特定种族和人群的患者比其他患者预后更差。因此,为了阐明疾病、预测患者预后和靶向治疗,有必要更好地了解此类人群的免疫状况。本研究调查了南非非洲裔 PDAC 患者循环关键免疫细胞标志物的表达。
共采集了 6 名健康志愿者(HC)、6 名慢性胰腺炎(CP)和 34 名 PDAC 患者的血液样本,其中 22 名可切除(RPC)、8 名局部晚期(LAPC)和 4 名转移性(MPC)患者。进行实时定量聚合酶链反应(RT-qPCR)、代谢组学、酶联免疫吸附测定(ELISA)、活性氧(ROS)和免疫表型分析。在 R(v 4.3.2)中进行统计分析。对来自 20 名患者(16 名 PDAC 和 4 名对照)的单细胞 RNA 数据进行了额外分析,以研究 T 细胞和自然杀伤细胞群体的分布。
粒细胞和中性粒细胞水平显著升高,而淋巴细胞随着 PDAC 严重程度而减少。与 HC 相比,CD3 T 细胞亚群(辅助和双阴性 T 细胞)的总百分比下降。尽管 NK(p = 0.014)和 NKT(p < 0.001)细胞水平随着疾病的进展而增加,但它们的亚群:NK CD56CD16(p = 0.024)和 NKTs CD56(p = 0.008)细胞水平显著降低。值得注意的是,NK CD56CD16(p < 0.001)细胞水平与生存时间呈负相关。与对照组相比,PDAC 组的基因表达分析显示无统计学意义。通过血清 ROS 水平评估 PDAC 的炎症状态,CP(p = 0.025)、(RPC(p = 0.003)和 LAPC(p = 0.008))升高,而 MPC 与 HC 组相比无显著变化。ROS 与 GlycA 呈正相关(R = 0.45,p = 0.0096)。单细胞分析显示,LAPC(p < 0.001)和 MPC(p < 0.001)组的 NKT 细胞与总细胞计数的比值与 HC 相比有显著差异,证实了我们样本组的观察结果。
本研究中观察到这些免疫细胞标志物的表达,为它们在肿瘤进展中的潜在作用提供了一些见解,并提示它们在免疫治疗策略的开发中具有潜在的应用价值。