Ridnour Lisa A, Heinz William F, Cheng Robert Ys, Wink Adelaide L, Kedei Noemi, Pore Milind, Imtiaz Fatima, Femino Elise L, Gonzalez Ana L, Coutinho Leandro, Butcher Donna, Edmondson Elijah F, Rangel M Cristina, Kinders Robert J, Lipkowitz Stanley, Wong Stephen Tc, Anderson Stephen K, McVicar Danial W, Li Xiaoxian, Glynn Sharon A, Billiar Timothy R, Chang Jenny C, Hewitt Stephen M, Ambs Stefan, Lockett Stephen J, Wink David A
Cancer Innovation Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Frederick, MD.
Optical Microscopy and Analysis Laboratory, Frederick National Laboratory for Cancer Research; Leidos Biomedical Research Inc. for the National Cancer Institute, Frederick, MD.
bioRxiv. 2023 Dec 23:2023.12.21.572859. doi: 10.1101/2023.12.21.572859.
Estrogen receptor-negative (ER-) breast cancer is an aggressive breast cancer subtype with limited therapeutic options. Upregulated expression of both inducible nitric oxide synthase (NOS2) and cyclo-oxygenase (COX2) in breast tumors predicts poor clinical outcomes. Signaling molecules released by these enzymes activate oncogenic pathways, driving cancer stemness, metastasis, and immune suppression. The influence of tumor NOS2/COX2 expression on the landscape of immune markers using multiplex fluorescence imaging of 21 ER- breast tumors were stratified for survival. A powerful relationship between tumor NOS2/COX2 expression and distinct CD8+ T cell phenotypes was observed at 5 years post-diagnosis. These results were confirmed in a validation cohort using gene expression data showing that ratios of NOS2 to CD8 and COX2 to CD8 are strongly associated with poor outcomes in high NOS2/COX2-expressing tumors. Importantly, multiplex imaging identified distinct CD8+ T cell phenotypes relative to tumor NOS2/COX2 expression in Deceased vs Alive patient tumors at 5-year survival. CD8+NOS2-COX2- phenotypes defined fully inflamed tumors with significantly elevated CD8+ T cell infiltration in Alive tumors expressing low NOS2/COX2. In contrast, two distinct phenotypes including inflamed CD8+NOS2+COX2+ regions with stroma-restricted CD8+ T cells and CD8-NOS2-COX2+ immune desert regions with abated CD8+ T cell penetration, were significantly elevated in Deceased tumors with high NOS2/COX2 expression. These results were supported by applying an unsupervised nonlinear dimensionality-reduction technique, UMAP, correlating specific spatial CD8/NOS2/COX2 expression patterns with patient survival. Moreover, spatial analysis of the CD44v6 and EpCAM cancer stem cell (CSC) markers within the CD8/NOS2/COX2 expression landscape revealed positive correlations between EpCAM and inflamed stroma-restricted CD8+NOS2+COX2+ phenotypes at the tumor/stroma interface in deceased patients. Also, positive correlations between CD44v6 and COX2 were identified in immune desert regions in deceased patients. Furthermore, migrating tumor cells were shown to occur only in the CD8-NOS2+COX2+ regions, identifying a metastatic hot spot. Taken together, this study shows the strength of spatial localization analyses of the CD8/NOS2/COX2 landscape, how it shapes the tumor immune microenvironment and the selection of aggressive tumor phenotypes in distinct regions that lead to poor clinical outcomes. This technique could be beneficial for describing tumor niches with increased aggressiveness that may respond to clinically available NOS2/COX2 inhibitors or immune-modulatory agents.
雌激素受体阴性(ER-)乳腺癌是一种侵袭性乳腺癌亚型,治疗选择有限。乳腺肿瘤中诱导型一氧化氮合酶(NOS2)和环氧化酶(COX2)的表达上调预示着临床预后不良。这些酶释放的信号分子激活致癌途径,驱动癌症干性、转移和免疫抑制。利用21例ER-乳腺癌肿瘤的多重荧光成像,对肿瘤NOS2/COX2表达对免疫标志物格局的影响进行分层以评估生存情况。在诊断后5年观察到肿瘤NOS2/COX2表达与不同的CD8+T细胞表型之间存在密切关系。在一个验证队列中使用基因表达数据证实了这些结果,表明在高NOS2/COX2表达的肿瘤中,NOS2与CD8的比率以及COX2与CD8的比率与不良预后密切相关。重要的是,多重成像在5年生存的死亡患者与存活患者的肿瘤中确定了相对于肿瘤NOS2/COX2表达的不同CD8+T细胞表型。CD8+NOS2-COX2-表型定义为完全炎症的肿瘤,在表达低NOS2/COX2的存活肿瘤中CD8+T细胞浸润显著升高。相比之下,在高NOS2/COX2表达的死亡肿瘤中,两种不同的表型显著升高,包括具有基质限制的CD8+T细胞的炎症性CD8+NOS2+COX2+区域和CD8+T细胞穿透减弱的CD8-NOS2-COX2+免疫荒漠区域。应用无监督非线性降维技术UMAP,将特定的空间CD8/NOS2/COX2表达模式与患者生存相关联,支持了这些结果。此外,在CD8/NOS2/COX2表达格局内对CD44v6和EpCAM癌症干细胞(CSC)标志物的空间分析显示,在死亡患者的肿瘤/基质界面处,EpCAM与炎症性基质限制的CD8+NOS2+COX2+表型之间存在正相关。同样,在死亡患者的免疫荒漠区域中确定了CD44v6与COX2之间的正相关。此外,迁移的肿瘤细胞仅出现在CD8-NOS2+COX2+区域,确定了一个转移热点。综上所述,本研究展示了CD8/NOS2/COX2格局的空间定位分析的优势,它如何塑造肿瘤免疫微环境以及在导致不良临床结果的不同区域中侵袭性肿瘤表型的选择。该技术可能有助于描述具有更高侵袭性的肿瘤微环境,这些微环境可能对临床可用的NOS2/COX2抑制剂或免疫调节剂有反应。