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基于预后模型的淋巴结阳性乳腺癌免疫微环境与临床特征分析

英文原题:Immune microenvironment and clinical feature analyses based on a prognostic model in lymph node-positive breast cancer.

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Immune microenvironment and clinical feature analyses based on a prognostic model in lymph node-positive breast cancer.

PubMed 2023/03/22(内容时间) Front Oncol Q2 · IF 3.4(JCR 2025)

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研究概要

我们可以得出结论,LNPRS 是淋巴结阳性乳腺癌患者中一个稳健的预后生物标志物,可能有助于患者做出临床决策。

研究思路结论见上方概要

如果乳腺癌患者发生淋巴结转移,疾病可能会迅速进展。基于淋巴结阳性乳腺癌患者的浸润性免疫细胞,我们构建了LNPRS以筛选预后预测因子。

建立了LNPRS,并通过独立测试队列验证了LNPRS的预测价值。还建立了列线图以确认LNPRS的治疗指导意义。还评估了LNPRS与肿瘤突变负荷、免疫微环境评分、免疫检查点、肿瘤浸润免疫细胞比例以及GSEA和GSVA富集通路的相关性。

在训练队列中,高LNPRS的乳腺癌患者的总生存期短于低LNPRS的患者(7.98年对20.42年,P值< 8.16E-11)。5年、10年和15年的AUC值分别为0.787、0.739和0.800。LNPRS预测预后的能力也在3个独立的测试队列中进行了测试。此外,LNPRS对化疗和免疫治疗的预测价值也得到了证实。GSEA和GSVA显示,LNPRS与T和B淋巴细胞的激活以及IFN-γ分泌密切相关。此外,低LNPRS的乳腺癌患者的TME评分高于高LNPRS的患者。

展开英文摘要原文

If lymph node metastasis occurs in breast cancer patients, the disease can progress rapidly. Based on the infiltrative immune cells of breast cancer patients with lymph node positivity, we constructed the LNPRS for selecting prognostic predictors.

The LNPRS was established and the predictive value of the LNPRS was verified by independent testing cohorts. A nomogram was also established to confirm the therapeutic guidance significance of the LNPRS. The correlation of the LNPRS with tumor mutation burden, immune microenvironment score, immune checkpoints, the proportion of tumor-infiltrating immune cells, and GSEA and GSVA enrichment pathways were also evaluated.

In the training cohort, the overall survival of breast cancer patients who had high LNPRS was shorter than that of patients who had low LNPRS (7.98 years versus 20.42 years, P-value< 8.16E-11). The AUC values for 5-, 10-, and 15-years were 0.787, 0.739, and 0.800, respectively. The ability to predict prognosis for the LNPRS was also tested in 3 independent testing cohorts. Furthermore, the predictive value of the LNPRS for chemotherapy and immunotherapy was also proven. The GSEA and GSVA showed that the LNPRS was closely related to the activation of T and B lymphocytes and IFN-γ secretion. Moreover, breast cancer patients with low LNPRS had higher TME scores than those with high LNPRS.

We can conclude that the LNPRS is a robust prognostic biomarker in breast cancer patients with positive lymph nodes and may be helpful for patients to make a clinical decision.

论文信息

作者
Lu N、Fu C、Zhang L、You Y、Li X、Zhang Q、Wang P、Han X
单位
Department of Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Science and Medicine, University of Science and Technology of China, Hefei, Anhui, China.China
期刊
Frontiers in oncology2023
原文标识
PubMed 37035163 · DOI 10.3389/fonc.2023.1029070