Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
Cancer Res. 2023 Feb 3;83(3):441-455. doi: 10.1158/0008-5472.CAN-22-3050.
Pancreatic ductal adenocarcinoma (PDAC) has been classified into classical and basal-like transcriptional subtypes by bulk RNA measurements. However, recent work has uncovered greater complexity to transcriptional subtypes than was initially appreciated using bulk RNA expression profiling. To provide a deeper understanding of PDAC subtypes, we developed a multiplex immunofluorescence (mIF) pipeline that quantifies protein expression of six PDAC subtype markers (CLDN18.2, TFF1, GATA6, KRT17, KRT5, and S100A2) and permits spatially resolved, single-cell interrogation of pancreatic tumors from resection specimens and core needle biopsies. Both primary and metastatic tumors displayed striking intratumoral subtype heterogeneity that was associated with patient outcomes, existed at the scale of individual glands, and was significantly reduced in patient-derived organoid cultures. Tumor cells co-expressing classical and basal markers were present in > 90% of tumors, existed on a basal-classical polarization continuum, and were enriched in tumors containing a greater admixture of basal and classical cell populations. Cell-cell neighbor analyses within tumor glands further suggested that co-expressor cells may represent an intermediate state between expression subtype poles. The extensive intratumoral heterogeneity identified through this clinically applicable mIF pipeline may inform prognosis and treatment selection for patients with PDAC.
A high-throughput pipeline using multiplex immunofluorescence in pancreatic cancer reveals striking expression subtype intratumoral heterogeneity with implications for therapy selection and identifies co-expressor cells that may serve as intermediates during subtype switching.
胰腺导管腺癌(PDAC)已通过批量 RNA 测量被分类为经典型和基底样转录亚型。然而,最近的工作揭示了转录亚型比最初使用批量 RNA 表达谱分析所理解的更为复杂。为了更深入地了解 PDAC 亚型,我们开发了一种多重免疫荧光(mIF)管道,该管道可定量测定六种 PDAC 亚型标志物(CLDN18.2、TFF1、GATA6、KRT17、KRT5 和 S100A2)的蛋白表达,并允许对来自切除标本和核心针活检的胰腺肿瘤进行空间分辨的单细胞检测。原发和转移性肿瘤均显示出明显的肿瘤内亚型异质性,与患者预后相关,存在于单个腺体的范围内,并且在患者来源的类器官培养物中显著减少。>90%的肿瘤中存在同时表达经典和基底标志物的肿瘤细胞,它们存在于基底-经典极化连续体上,并且在含有更多基底和经典细胞群体混合的肿瘤中更为丰富。肿瘤腺体中的细胞-细胞邻域分析进一步表明,共表达细胞可能代表表达亚型两极之间的中间状态。通过这种临床适用的 mIF 管道鉴定的广泛的肿瘤内异质性可能为 PDAC 患者的预后和治疗选择提供信息。
在胰腺癌中使用多重免疫荧光的高通量管道揭示了明显的表达亚型肿瘤内异质性,这对治疗选择具有影响,并鉴定了共表达细胞,它们可能在亚型转换过程中充当中间状态。