Division of Oncology, Department of Medicine, School of Medicine.
Stanford Genome Technology Center.
Blood. 2021 May 27;137(21):2869-2880. doi: 10.1182/blood.2020009855.
Tumor heterogeneity complicates biomarker development and fosters drug resistance in solid malignancies. In lymphoma, our knowledge of site-to-site heterogeneity and its clinical implications is still limited. Here, we profiled 2 nodal, synchronously acquired tumor samples from 10 patients with follicular lymphoma (FL) using single-cell RNA, B-cell receptor (BCR) and T-cell receptor sequencing, and flow cytometry. By following the rapidly mutating tumor immunoglobulin genes, we discovered that BCR subclones were shared between the 2 tumor sites in some patients, but in many patients, the disease had evolved separately with limited tumor cell migration between the sites. Patients exhibiting divergent BCR evolution also exhibited divergent tumor gene-expression and cell-surface protein profiles. While the overall composition of the tumor microenvironment did not differ significantly between sites, we did detect a specific correlation between site-to-site tumor heterogeneity and T follicular helper (Tfh) cell abundance. We further observed enrichment of particular ligand-receptor pairs between tumor and Tfh cells, including CD40 and CD40LG, and a significant correlation between tumor CD40 expression and Tfh proliferation. Our study may explain discordant responses to systemic therapies, underscores the difficulty of capturing a patient's disease with a single biopsy, and furthers our understanding of tumor-immune networks in FL.
肿瘤异质性使生物标志物的开发变得复杂,并促进实体恶性肿瘤的耐药性。在淋巴瘤中,我们对部位间异质性及其临床意义的了解仍然有限。在这里,我们使用单细胞 RNA、B 细胞受体 (BCR) 和 T 细胞受体测序以及流式细胞术对 10 例滤泡性淋巴瘤 (FL) 患者的 2 个淋巴结同步获得的肿瘤样本进行了分析。通过跟踪快速突变的肿瘤免疫球蛋白基因,我们发现,在一些患者中,2 个肿瘤部位之间存在 BCR 亚克隆共享,但在许多患者中,疾病是独立进化的,肿瘤细胞在部位之间的迁移有限。表现出 BCR 进化分歧的患者也表现出肿瘤基因表达和细胞表面蛋白谱的分歧。虽然肿瘤微环境的整体组成在部位之间没有显著差异,但我们确实检测到部位间肿瘤异质性与滤泡辅助性 T 细胞 (Tfh) 细胞丰度之间存在特定的相关性。我们进一步观察到肿瘤和 Tfh 细胞之间存在特定配体-受体对的富集,包括 CD40 和 CD40LG,以及肿瘤 CD40 表达与 Tfh 增殖之间的显著相关性。我们的研究可能解释了对系统治疗的不一致反应,强调了用单次活检来捕捉患者疾病的困难,并进一步加深了我们对 FL 中肿瘤免疫网络的理解。