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Single-nucleus and spatial transcriptome profiling of pancreatic cancer identifies multicellular dynamics associated with neoadjuvant treatment.

William L HwangKarthik A JagadeeshJimmy A GuoHannah I HoffmanPayman YadollahpourJason W ReevesRahul MohanEugene DrokhlyanskyNicholas Van WittenbergheOrr AshenbergSamouil L FarhiDenis SchapiroPrajan DivakarEric M MillerDaniel R ZollingerGeorge EngJason M SchenkelJennifer SuCarina ShiauPatrick YuWilliam A Freed-PastorDomenic AbbondanzaArnav MehtaJoshua GouldConner LambdenCaroline B M PorterAlexander TsankovDanielle DionneJulia WaldmanMichael S CuocoLan NguyenToni Marie DeloreyDevan PhillipsJaimie L BarthMarina KemClifton RodriguesDebora CipraniJorge RoldanPiotr ZelgaVjola JorgjiJonathan H ChenZackery ElyDaniel ZhaoKit FuhrmanRobin FropfJoseph M BeechemJay S LoefflerDavid P RyanColin D WeekesCristina R FerroneMotaz QadanMartin J AryeeRakesh K JainDonna S NeubergJennifer Y WoTheodore S HongRamnik XavierAndrew J AguirreOrit Rozenblatt-RosenMari A Mino-KenudsonCarlos Fernandez-Del CastilloAndrew S LissDavid Tsai TingTyler JacksAviv Regev
Published in: Nature genetics (2022)
Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal and treatment-refractory cancer. Molecular stratification in pancreatic cancer remains rudimentary and does not yet inform clinical management or therapeutic development. Here, we construct a high-resolution molecular landscape of the cellular subtypes and spatial communities that compose PDAC using single-nucleus RNA sequencing and whole-transcriptome digital spatial profiling (DSP) of 43 primary PDAC tumor specimens that either received neoadjuvant therapy or were treatment naive. We uncovered recurrent expression programs across malignant cells and fibroblasts, including a newly identified neural-like progenitor malignant cell program that was enriched after chemotherapy and radiotherapy and associated with poor prognosis in independent cohorts. Integrating spatial and cellular profiles revealed three multicellular communities with distinct contributions from malignant, fibroblast and immune subtypes: classical, squamoid-basaloid and treatment enriched. Our refined molecular and cellular taxonomy can provide a framework for stratification in clinical trials and serve as a roadmap for therapeutic targeting of specific cellular phenotypes and multicellular interactions.
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