Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA.
Department of Breast Surgery and Oncology, Tokyo Medical University, Tokyo, 160-8402, Japan.
Breast Cancer Res Treat. 2022 Aug;195(1):17-31. doi: 10.1007/s10549-022-06661-w. Epub 2022 Jul 6.
Platelet-derived growth factor B (PDGFB) is known to play essential roles in angiogenesis and lymphangiogenesis during development, and tumor growth and vessel stabilization in experimental models. However, whether these findings could be translated to breast cancer patients remains unclear. We hypothesized that PDGFB gene expression is associated with angiogenesis, cell proliferation, and clinical outcomes in breast cancer patients.
A total of 7635 primary breast cancer patients with full transcriptome and clinical data available from 13 independent cohorts were analyzed using in silico approach. The median value was used to divide each cohort into high and low PDGFB expression groups.
High PDGFB gene expression was associated with increased expression of angiogenesis-related genes, higher amount of vascular cell infiltrations, and with enrichment of angiogenesis gene set, lymphangiogenesis-related gene expressions, lymphangiogenesis-related cell infiltrations, and enrichmentof lymphangiogenesis gene set in GSE96058 and validated by TCGA cohorts; however, not with lymphatic metastasis. PDGFB expression was neither associated with cell proliferation as assessed by Ki67 expression nor with Nottingham histological grade, or response to neoadjuvant chemotherapy. We found that PDGFB was most extensively expressed by endothelial and perivascular-like cells in the tumor microenvironment, and minimally by cancer cells consistently in two single-cell sequence cohorts. High PDGFB expression enriched TGFβ, epithelial-mesenchymal transition, hypoxia, and cancer stem cell-associated pathways. However, no association with distant metastasis was observed. Disease-specific and disease-free survival were worse in the high PDGFB expression group consistently in TCGA and METABRIC cohorts.
PDGFB is predominantly expressed in endothelial cells and is associated with angiogenesis and lymphangiogenesis, but not with cellular proliferation or metastasis in breast cancer.
血小板衍生生长因子 B(PDGFB)在发育过程中的血管生成和淋巴管生成以及实验模型中的肿瘤生长和血管稳定中发挥着重要作用。然而,这些发现是否可以转化为乳腺癌患者尚不清楚。我们假设 PDGFB 基因表达与乳腺癌患者的血管生成、细胞增殖和临床结果相关。
使用计算机方法分析了来自 13 个独立队列的 7635 例具有完整转录组和临床数据的原发性乳腺癌患者。使用中位数将每个队列分为高和低 PDGFB 表达组。
高 PDGFB 基因表达与血管生成相关基因的表达增加、血管细胞浸润量增加以及血管生成基因集、淋巴管生成相关基因表达、淋巴管生成相关细胞浸润和 GSE96058 中淋巴管生成基因集的富集有关,并且通过 TCGA 队列进行了验证;然而,与淋巴转移无关。PDGFB 表达与 Ki67 表达评估的细胞增殖无关,也与诺丁汉组织学分级或新辅助化疗反应无关。我们发现 PDGFB 在肿瘤微环境中主要由内皮细胞和血管周样细胞表达,而在两个单细胞序列队列中,由癌细胞表达最少。高 PDGFB 表达富集 TGFβ、上皮-间质转化、缺氧和癌症干细胞相关途径。然而,没有观察到与远处转移的关联。TCGA 和 METABRIC 队列中,高 PDGFB 表达组的疾病特异性和无病生存率均较差。
PDGFB 主要在内皮细胞中表达,与血管生成和淋巴管生成有关,但与乳腺癌中的细胞增殖或转移无关。