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结直肠癌患者预后相关免疫细胞和预后预测因子的筛选。

Screening of prognosis-related Immune cells and prognostic predictors in Colorectal Cancer Patients.

机构信息

Department of Pathology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, China.

Department of Neurology, Luodian Hospital, Baoshan District, Shanghai, 201908, China.

出版信息

BMC Cancer. 2023 Mar 1;23(1):195. doi: 10.1186/s12885-023-10667-y.

Abstract

OBJECTIVE

To accurately screen potential immune cells that can predict the survival of colorectal cancer (CRC) patients and identify related prognostic predictors.

METHODS

The sample data of CRC patients were downloaded from the GEO database as a training set to establish a prognosis-scoring model and screen prognosis-related immune cells. The sample data of CRC patients from the TCGA database were used as the validation set. Simultaneously, cancer tissue samples from 116 patients with CRC diagnosed pathologically in Shanghai Dongfang Hospital were collected to analyze the relationship of prognosis-related immune cells with patients' survival, and clinical and pathological parameters, and to screen prognostic predictors.

RESULTS

Prognosis-related immune cells screened from GEO and TCGA databases mainly included Follicular Helper T cells (Tfh), Monocytes and M2 Macrophages. In the training set, the 2,000- and 4,000-day survival rates were 48.3% and 10.7% in the low-risk group (N = 234), and 42.1% and 7.5% in the high-risk group (N = 214), respectively. In the validation set, the 2,000- and 4,000-day survival rates were 34.8% and 8.6% in the low-risk group (N = 187), and 28.9% and 6.1% in the high-risk group (N = 246), respectively. The prognosis of patients in the high-risk group was worse than that in the low-risk group (P < 0.05). Furthermore, the screened primary prognostic predictors were CD163 and CD4 + CXCR5. CD163 protein expression was distributed in Monocytes and M2 Macrophages. The 1,000- and 2,000-day survival rates were 56.1% and 7.0% in the CD163 low-expression group, and 40.7% and 1.7% in the high-expression group (N = 214), respectively, showing a worse prognosis in the high-expression group than that in the low-expression group. Meanwhile, the immune marker CD4 + CXCR5 could identify Tfh. The 1,000- and 2,000-day survival rates were 63.9% and 5.6% in the CD4 + CXCR5 high-expression group, and 33.3% and 2.8% in the low-expression group (N = 214), respectively, with a better prognosis in the high-expression group than that in the low-expression group.

CONCLUSION

Prognostic-related immune cells of CRC mainly include Tfh cells, Monocytes and M2 Macrophages. Monocytes and M2 Macrophages correlate negatively, while Tfh cells correlate positively with the prognosis of CRC patients. Immune markers CD163 and CD4 + CXCR5 can be considered as the prognostic predictors of CRC with clinical value of the application.

摘要

目的

准确筛选出预测结直肠癌(CRC)患者生存的潜在免疫细胞,并鉴定相关预后预测因子。

方法

从 GEO 数据库下载 CRC 患者的样本数据作为训练集,建立预后评分模型并筛选与预后相关的免疫细胞。将来自 TCGA 数据库的 CRC 患者的样本数据作为验证集。同时,收集上海东方医院经病理诊断的 116 例 CRC 患者的癌组织样本,分析与患者生存、临床和病理参数相关的预后相关免疫细胞,并筛选预后预测因子。

结果

从 GEO 和 TCGA 数据库筛选出的与预后相关的免疫细胞主要包括滤泡辅助 T 细胞(Tfh)、单核细胞和 M2 巨噬细胞。在训练集中,低风险组(N=234)的 2000 天和 4000 天生存率分别为 48.3%和 10.7%,高风险组(N=214)分别为 42.1%和 7.5%。在验证集中,低风险组(N=187)的 2000 天和 4000 天生存率分别为 34.8%和 8.6%,高风险组(N=246)分别为 28.9%和 6.1%。高风险组患者的预后比低风险组差(P<0.05)。此外,筛选出的主要预后预测因子为 CD163 和 CD4+CXCR5。CD163 蛋白表达分布在单核细胞和 M2 巨噬细胞中。在 CD163 低表达组(N=214),1000 天和 2000 天的生存率分别为 56.1%和 7.0%,在高表达组分别为 40.7%和 1.7%,高表达组的预后比低表达组差。同时,免疫标志物 CD4+CXCR5 可以识别 Tfh。在 CD4+CXCR5 高表达组(N=214),1000 天和 2000 天的生存率分别为 63.9%和 5.6%,在低表达组分别为 33.3%和 2.8%,高表达组的预后优于低表达组。

结论

CRC 的预后相关免疫细胞主要包括 Tfh 细胞、单核细胞和 M2 巨噬细胞。单核细胞和 M2 巨噬细胞呈负相关,而 Tfh 细胞与 CRC 患者的预后呈正相关。免疫标志物 CD163 和 CD4+CXCR5 可作为 CRC 的预后预测因子,具有一定的临床应用价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/672d/9976376/3a0730e6992d/12885_2023_10667_Fig1_HTML.jpg

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