Abstract PO-107: Fibroblast differentiation trajectories elicit regional tissue states in pancreatic cancer

Barbara T. Grünwald, Curtis W. McCloskey, A. Devisme, F. Vyas, G. Andrieux, Kazeera Aliar, F. Notta, G. O’Kane, Julie M. Wilson, Julia Knox, S. Fischer, T. Kislinger, M. Boerries, S. Gallinger, R. Khokha
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引用次数: 0

Abstract

Intratumoral heterogeneity is a critical frontier in understanding how the tumor microenvironment (TME) propels malignant progression. We recently deconvoluted regional heterogeneity in the human PDAC stroma to assess its role in disease progression and discovered two types of ‘sub-tumor microenvironments’ (subTMEs), called ‘reactive’ and ‘deserted’. These histologically definable tissue states exhibit strong regional relationships with tumor immunity, subtypes, differentiation, and treatment response. Here, we set out to define their cell biological underpinnings through a combination of subTME-specific cancer-associated fibroblast (CAF) models, integrative histopathology, quantitative image analysis, multiOMICs, scRNAseq, and controlled functional assays. Remarkably, the growth patterns of CAF cultures closely recapitulated the characteristic histomorphology of their originating subTMEs, and these distinct phenotypes were accompanied by behavioral differences. Unsupervised graph-based clustering of scRNAseq profiles showed that CAFs largely grouped by their originating subTME yet comprised up to 10 individual clusters. The subTME-specific multi-subpopulation CAF communities self-organized into distinct ‘coordinated states’, represented by cluster-overarching functional profiles and distinct morpho-histological and behavioral phenotypes. These differences originated in cellular differentiation trajectories, with an ‘intermediate’ transitory state evident both in single cell transcriptomics and in situ. Noticeably, this CAF differentiation potential was associated with distinct tumor-related functions and, similar to stem cells, was marked by RNA diversity and pluripotency markers. Therefore, regional TME programs in PDAC appear to result largely from transitions between subpopulation-overarching fibroblast differentiation states that guide multifaceted CAF and immune cell communities into recurrent tissue self-organizational units. Citation Format: Barbara T. Grunwald, Curtis McCloskey, Antoine Devisme, Foram Vyas, Geoffroy Andrieux, Kazeera Aliar, Faiyaz Notta, Grainne O’Kane, Julie Wilson, Jennifer Knox, Sandra Fischer, Thomas Kislinger, Melanie Boerries, Steven Gallinger, Rama Khokha. Fibroblast differentiation trajectories elicit regional tissue states in pancreatic cancer [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2021 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2021;81(22 Suppl):Abstract nr PO-107.
PO-107:成纤维细胞分化轨迹引发胰腺癌的局部组织状态
肿瘤内异质性是理解肿瘤微环境(TME)如何促进恶性进展的关键前沿。我们最近分析了人类PDAC基质的区域异质性,以评估其在疾病进展中的作用,并发现了两种类型的“亚肿瘤微环境”(subTMEs),称为“反应性”和“废弃”。这些组织学上可定义的组织状态与肿瘤免疫、亚型、分化和治疗反应表现出很强的区域关系。在这里,我们开始通过结合亚tme特异性癌症相关成纤维细胞(CAF)模型、综合组织病理学、定量图像分析、多组学、scRNAseq和控制功能分析来定义它们的细胞生物学基础。值得注意的是,CAF培养物的生长模式密切再现了其起源亚tmes的特征组织形态,这些不同的表型伴随着行为差异。基于无监督图的scnaseq聚类显示,CAFs主要按其原始子tme分组,但由多达10个单独的聚类组成。亚tme特异性的多亚群CAF群落自组织成不同的“协调状态”,以集群总体功能谱和不同的形态组织学和行为表型为代表。这些差异源于细胞分化轨迹,在单细胞转录组学和原位细胞中都有明显的“中间”过渡状态。值得注意的是,这种CAF分化潜力与不同的肿瘤相关功能相关,并且与干细胞相似,可以通过RNA多样性和多能性标记来标记。因此,PDAC中的区域TME程序似乎主要是由亚群覆盖的成纤维细胞分化状态之间的转变引起的,这种状态引导多方面的CAF和免疫细胞群落进入复发性组织自组织单位。引文格式:Barbara T. Grunwald, Curtis McCloskey, Antoine desourme, Foram Vyas, Geoffroy Andrieux, Kazeera Aliar, Faiyaz Notta, Grainne O 'Kane, Julie Wilson, Jennifer Knox, Sandra Fischer, Thomas Kislinger, Melanie Boerries, Steven Gallinger, Rama Khokha。成纤维细胞分化轨迹引发胰腺癌的区域组织状态[摘要]。摘自:AACR胰腺癌虚拟特别会议论文集;2021年9月29-30日。费城(PA): AACR;癌症杂志,2021;81(22增刊):摘要nr PO-107。
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