Radziuviene Gedmante, Rasmusson Allan, Augulis Renaldas, Grineviciute Ruta Barbora, Zilenaite Dovile, Laurinaviciene Aida, Ostapenko Valerijus, Laurinavicius Arvydas
National Center of Pathology, Affiliate of Vilnius University Hospital Santaros Clinics, Vilnius, Lithuania.
Institute of Biosciences, Life Sciences Center, Vilnius University, Vilnius, Lithuania.
Front Oncol. 2021 Nov 11;11:774088. doi: 10.3389/fonc.2021.774088. eCollection 2021.
Breast cancer (BC) categorized as human epidermal growth factor receptor 2 (HER2) borderline [2+ by immunohistochemistry (IHC 2+)] presents challenges for the testing, frequently obscured by intratumoral heterogeneity (ITH). This leads to difficulties in therapy decisions. We aimed to establish prognostic models of overall survival (OS) of these patients, which take into account spatial aspects of ITH and tumor microenvironment by using hexagonal tiling analytics of digital image analysis (DIA). In particular, we assessed the prognostic value of Immunogradient indicators at the tumor-stroma interface zone (IZ) as a feature of antitumor immune response. Surgical excision samples stained for estrogen receptor (ER), progesterone receptor (PR), Ki67, HER2, and CD8 from 275 patients with HER2 IHC 2+ invasive ductal BC were used in the study. DIA outputs were subsampled by HexT for ITH quantification and tumor microenvironment extraction for Immunogradient indicators. Multiple Cox regression revealed HER2 membrane completeness (HER2 MC) (: 0.18, = 0.0007), its spatial entropy (: 0.37, = 0.0341), and ER contrast (: 0.21, = 0.0449) as independent predictors of better OS, with worse OS predicted by pT status (: 6.04, = 0.0014) in the non-amplified patients. In the -amplified patients, HER2 MC contrast (: 0.35, = 0.0367) and CEP17 copy number (: 0.19, = 0.0035) were independent predictors of better OS along with worse OS predicted by pN status (: 4.75, = 0.0018). In the non-amplified tumors, three Immunogradient indicators provided the independent prognostic value: CD8 density in the tumor aspect of the IZ and CD8 center of mass were associated with better OS (: 0.23, = 0.0079 and 0.14, = 0.0014, respectively), and CD8 density variance along the tumor edge predicted worse OS (: 9.45, = 0.0002). Combining these three computational indicators of the CD8 cell spatial distribution within the tumor microenvironment augmented prognostic stratification of the patients. In the -amplified group, CD8 cell density in the tumor aspect of the IZ was the only independent immune response feature to predict better OS (: 0.22, = 0.0047). In conclusion, we present novel prognostic models, based on computational ITH and Immunogradient indicators of the IHC biomarkers, in HER2 IHC 2+ BC patients.
被归类为人表皮生长因子受体2(HER2)临界状态[免疫组织化学(IHC)检测为2+]的乳腺癌(BC)在检测方面存在挑战,肿瘤内异质性(ITH)常常使其结果模糊不清。这给治疗决策带来了困难。我们旨在建立这些患者总生存期(OS)的预后模型,该模型通过对数字图像分析(DIA)进行六边形平铺分析来考虑ITH的空间方面和肿瘤微环境。特别是,我们评估了肿瘤-基质界面区(IZ)的免疫梯度指标作为抗肿瘤免疫反应特征的预后价值。本研究使用了275例HER2 IHC 2+浸润性导管癌患者的手术切除样本,这些样本进行了雌激素受体(ER)、孕激素受体(PR)、Ki67、HER2和CD8染色。DIA输出结果通过HexT进行二次采样,用于ITH定量和肿瘤微环境提取以获得免疫梯度指标。多因素Cox回归显示,HER2膜完整性(HER2 MC)(:0.18, = 0.0007)、其空间熵(:0.37, = 0.0341)和ER对比度(:0.21, = 0.0449)是更好OS的独立预测因素,在非扩增患者中,pT状态(:6.04, = 0.0014)预测OS较差。在扩增患者中,HER2 MC对比度(:0.35, = 0.0367)和CEP17拷贝数(:0.19, = 0.0035)是更好OS的独立预测因素,同时pN状态(:4.75, = 0.0018)预测OS较差。在非扩增肿瘤中,三个免疫梯度指标具有独立的预后价值:IZ肿瘤区域的CD8密度和CD8质心与更好的OS相关(分别为:0.23, = 0.0079和0.14, = 0.0014),而肿瘤边缘的CD8密度方差预测OS较差(:9.45, = 0.0002)。将肿瘤微环境中CD8细胞空间分布的这三个计算指标相结合,增强了患者的预后分层。在扩增组中,IZ肿瘤区域的CD8细胞密度是预测更好OS的唯一独立免疫反应特征(:0.22, = 0.0047)。总之,我们在HER2 IHC 2+ BC患者中提出了基于IHC生物标志物的计算ITH和免疫梯度指标的新型预后模型。