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

胰腺癌的单细胞核和空间转录组分析揭示了与新辅助治疗相关的多细胞动态变化

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作者:William L Hwang # ,Karthik A Jagadeesh # ,Jimmy A Guo # ,Hannah I Hoffman # ,Payman Yadollahpour ,Jason W Reeves ,Rahul Mohan ,Eugene Drokhlyansky ,Nicholas Van Wittenberghe ,Orr Ashenberg ,Samouil L Farhi ,Denis Schapiro ,Prajan Divakar ,Eric Miller ,Daniel R Zollinger ,George Eng ,Jason M Schenkel ,Jennifer Su ,Carina Shiau ,Patrick Yu ,William A Freed-Pastor ,Domenic Abbondanza ,Arnav Mehta ,Joshua Gould ,Conner Lambden ,Caroline B M Porter ,Alexander Tsankov ,Danielle Dionne ,Julia Waldman ,Michael S Cuoco ,Lan Nguyen ,Toni Delorey ,Devan Phillips ,Jaimie L Barth ,Marina Kem ,Clifton Rodrigues ,Debora Ciprani ,Jorge Roldan ,Piotr Zelga ,Vjola Jorgji ,Jonathan H Chen ,Zackery Ely ,Daniel Zhao ,Kit Fuhrman ,Robin Fropf ,Joseph M Beechem ,Jay S Loeffler ,David P Ryan ,Colin D Weekes ,Cristina R Ferrone ,Motaz Qadan ,Martin J Aryee ,Rakesh K Jain ,Donna S Neuberg ,Jennifer Y Wo ,Theodore S Hong ,Ramnik Xavier ,Andrew J Aguirre ,Orit Rozenblatt-Rosen ,Mari Mino-Kenudson ,Carlos Fernandez-Del Castillo ,Andrew S Liss ,David T Ting ,Tyler Jacks ,Aviv Regev

Abstract

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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