Single-cell transcriptome analysis defines heterogeneity of the murine pancreatic ductal tree

Lineage tracing using genetically engineered mouse models is an essential tool for investigating cell-fate decisions of progenitor cells and biology of mature cell types, with relevance to physiology and disease progression. To study disease development, an inventory of an organ’s cell types and understanding of physiologic function is paramount. Here, we performed single-cell RNA sequencing to examine heterogeneity of murine pancreatic duct cells, pancreatobiliary cells, and intrapancreatic bile duct cells. We describe an epithelial-mesenchymal transitory axis in our three pancreatic duct subpopulations and identify SPP1 as a regulator of this fate decision as well as human duct cell de-differentiation. Our results further identify functional heterogeneity within pancreatic duct subpopulations by elucidating a role for Geminin in accumulation of DNA damage in the setting of chronic pancreatitis. Our findings implicate diverse functional roles for subpopulations of pancreatic duct cells in maintenance of duct cell identity and disease progression and establish a comprehensive road map of murine pancreatic duct cell, pancreatobiliary cell, and intrapancreatic bile duct cell homeostasis. SIGNIFICANCE Murine models are extensively used for pancreatic lineage tracing experiments and investigation of pancreatic disease progression. Here, we describe the transcriptome of murine pancreatic duct cells, intrapancreatic bile duct cells, and pancreatobiliary cells at single cell resolution. Our analysis defines novel heterogeneity within the pancreatic ductal tree and supports the paradigm that more than one population of pancreatic duct cells harbors progenitor capacity. We identify and validate unique functional properties of subpopulations of pancreatic duct cells including an epithelial-mesenchymal transcriptomic axis and roles in chronic pancreatic inflammation.

[1]  T. Starr,et al.  Loss of HIF1A From Pancreatic Cancer Cells Increases Expression of PPP1R1B and Degradation of p53 to Promote Invasion and Metastasis. , 2020, Gastroenterology.

[2]  Michael T. Garcia,et al.  Single-cell resolution analysis of the human pancreatic ductal progenitor cell niche , 2020, Proceedings of the National Academy of Sciences.

[3]  Fabian J Theis,et al.  Aldh1b1 expression defines progenitor cells in the adult pancreas and is required for Kras-induced pancreatic cancer , 2019, Proceedings of the National Academy of Sciences.

[4]  K. Kessenbrock,et al.  Defining the emergence of myeloid-derived suppressor cells in breast cancer using single-cell transcriptomics , 2019, Science Immunology.

[5]  A. van Oudenaarden,et al.  Single-Cell Analysis of the Liver Epithelium Reveals Dynamic Heterogeneity and an Essential Role for YAP in Homeostasis and Regeneration. , 2019, Cell stem cell.

[6]  A. Tward,et al.  Transcriptional control of subtype switching ensures adaptation and growth of pancreatic cancer , 2019, eLife.

[7]  Allon M Klein,et al.  Scrublet: Computational Identification of Cell Doublets in Single-Cell Transcriptomic Data. , 2019, Cell systems.

[8]  Andrew J. Hill,et al.  The single cell transcriptional landscape of mammalian organogenesis , 2019, Nature.

[9]  Meena Subramaniam,et al.  Lineage dynamics of murine pancreatic development at single-cell resolution , 2018, Nature Communications.

[10]  Samuel L. Wolock,et al.  Scrublet: computational identification of cell doublets in single-cell transcriptomic data , 2018, bioRxiv.

[11]  S. Bonner-Weir,et al.  Heterogeneity of SOX9 and HNF1β in Pancreatic Ducts Is Dynamic , 2018, Stem cell reports.

[12]  Hailin Zhao,et al.  The role of osteopontin in the progression of solid organ tumour , 2018, Cell Death & Disease.

[13]  H. Bengtsson,et al.  Replication confers β cell immaturity , 2018, Nature Communications.

[14]  M. Sander,et al.  Cell of origin affects tumour development and phenotype in pancreatic ductal adenocarcinoma , 2018, Gut.

[15]  Sagar,et al.  FateID infers cell fate bias in multipotent progenitors from single-cell RNA-seq data , 2017, Nature Methods.

[16]  W. Shen,et al.  TGF-β in pancreatic cancer initiation and progression: two sides of the same coin , 2017, Cell & Bioscience.

[17]  T. Imai,et al.  Osteopontin Deficiency Suppresses Intestinal Tumor Development in Apc-Deficient Min Mice , 2017, International journal of molecular sciences.

[18]  Edward M. Callaway,et al.  In vivo genome editing via CRISPR/Cas9 mediated homology-independent targeted integration , 2016, Nature.

[19]  P. Butler,et al.  Increased Proliferation of the Pancreatic Duct Gland Compartment in Type 1 Diabetes , 2016, The Journal of clinical endocrinology and metabolism.

[20]  Samuel L. Wolock,et al.  A Single-Cell Transcriptomic Map of the Human and Mouse Pancreas Reveals Inter- and Intra-cell Population Structure. , 2016, Cell systems.

[21]  C. Iacobuzio-Donahue,et al.  p53 mutations cooperate with oncogenic Kras to promote adenocarcinoma from pancreatic ductal cells , 2016, Oncogene.

[22]  Mauro J. Muraro,et al.  De Novo Prediction of Stem Cell Identity using Single-Cell Transcriptome Data , 2016, Cell stem cell.

[23]  Grace X. Y. Zheng,et al.  Massively parallel digital transcriptional profiling of single cells , 2016, Nature Communications.

[24]  F. Willingham,et al.  Hereditary pancreatitis: current perspectives , 2016, Clinical and experimental gastroenterology.

[25]  Michael J. Parsons,et al.  Centroacinar cells: At the center of pancreas regeneration. , 2016, Developmental biology.

[26]  B. Honig,et al.  Dclk1 Defines Quiescent Pancreatic Progenitors that Promote Injury-Induced Regeneration and Tumorigenesis. , 2016, Cell stem cell.

[27]  Moon-Kyu Lee,et al.  β‐Cell regeneration through the transdifferentiation of pancreatic cells: Pancreatic progenitor cells in the pancreas , 2016, Journal of diabetes investigation.

[28]  C. Iacobuzio-Donahue,et al.  TGF-β Tumor Suppression through a Lethal EMT , 2016, Cell.

[29]  G. Greeley,et al.  Induction of chronic pancreatitis by pancreatic duct ligation activates BMP2, apelin, and PTHrP expression in mice. , 2015, American journal of physiology. Gastrointestinal and liver physiology.

[30]  H. Heimberg,et al.  Surgical Injury to the Mouse Pancreas through Ligation of the Pancreatic Duct as a Model for Endocrine and Exocrine Reprogramming and Proliferation. , 2015, Journal of visualized experiments : JoVE.

[31]  E. Collisson,et al.  Brg1 promotes both tumor-suppressive and oncogenic activities at distinct stages of pancreatic cancer formation , 2015, Genes & development.

[32]  A. Regev,et al.  Spatial reconstruction of single-cell gene expression , 2015, Nature Biotechnology.

[33]  S. Kalghatgi,et al.  Pancreatic Cancer in Chronic Pancreatitis , 2015, Indian Journal of Surgical Oncology.

[34]  P. Hegyi,et al.  Calcium signaling in pancreatic ductal epithelial cells: an old friend and a nasty enemy. , 2014, Cell calcium.

[35]  Andy H. Choi,et al.  Current Perspectives , 2013, Journal of dental research.

[36]  I. Novak,et al.  Molecular basis of potassium channels in pancreatic duct epithelial cells , 2013, Channels.

[37]  M. Kirschner,et al.  Geminin deploys multiple mechanisms to regulate Cdt1 before cell division thus ensuring the proper execution of DNA replication , 2013, Proceedings of the National Academy of Sciences.

[38]  A. Rustgi,et al.  Isolation, culture and genetic manipulation of mouse pancreatic ductal cells , 2013, Nature Protocols.

[39]  I. Novak,et al.  The cystic fibrosis of exocrine pancreas. , 2013, Cold Spring Harbor perspectives in medicine.

[40]  K. Burridge,et al.  The tension mounts: Stress fibers as force-generating mechanotransducers , 2013, The Journal of cell biology.

[41]  C. Payne,et al.  Geminin is required for mitotic proliferation of spermatogonia. , 2012, Developmental biology.

[42]  Pekka Lappalainen,et al.  Actin stress fibers – assembly, dynamics and biological roles , 2012, Journal of Cell Science.

[43]  H. Ishiguro,et al.  PHYSIOLOGY AND PATHOPHYSIOLOGY OF BICARBONATE SECRETION BY PANCREATIC DUCT EPITHELIUM , 2012, Nagoya journal of medical science.

[44]  J. Mayerle,et al.  Animal models for investigating chronic pancreatitis , 2011, Fibrogenesis & tissue repair.

[45]  A. Rustgi,et al.  Pancreatic ductal cells in development, regeneration, and neoplasia. , 2011, The Journal of clinical investigation.

[46]  M. Sander,et al.  Sox9+ ductal cells are multipotent progenitors throughout development but do not produce new endocrine cells in the normal or injured adult pancreas , 2011, Development.

[47]  J. Shea,et al.  Lineage tracing reveals the dynamic contribution of Hes1+ cells to the developing and adult pancreas , 2011, Development.

[48]  P. Geurts,et al.  MicroRNAs Profiling in Murine Models of Acute and Chronic Asthma: A Relationship with mRNAs Targets , 2011, PloS one.

[49]  W. Kittisupamongkol Two sides of the same coin? , 2010, Singapore medical journal.

[50]  E. Maris,et al.  Two Sides of the Same Coin , 2010, Psychological science.

[51]  S. Leach,et al.  Isolation and characterization of centroacinar/terminal ductal progenitor cells in adult mouse pancreas , 2009, Proceedings of the National Academy of Sciences.

[52]  L. Bouwens,et al.  Pancreatic exocrine duct cells give rise to insulin-producing beta cells during embryogenesis but not after birth. , 2009, Developmental cell.

[53]  D. Whitcomb,et al.  Germ-line mutations, pancreatic inflammation, and pancreatic cancer. , 2009, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[54]  S. Dry,et al.  Pancreatic duct replication is increased with obesity and type 2 diabetes in humans , 2009, Diabetologia.

[55]  M. DePamphilis,et al.  Selective killing of cancer cells by suppression of geminin activity. , 2009, Cancer research.

[56]  H. Ishiguro,et al.  CFTR Functions as a Bicarbonate Channel in Pancreatic Duct Cells , 2009, The Journal of general physiology.

[57]  D. Bentrem,et al.  Geminin is overexpressed in human pancreatic cancer and downregulated by the bioflavanoid apigenin in pancreatic cancer cell lines , 2008, Molecular carcinogenesis.

[58]  J. Kench,et al.  Stabilization of beta-catenin induces pancreas tumor formation. , 2008, Gastroenterology.

[59]  T. Aye,et al.  Transdifferentiation of pancreatic ductal cells to endocrine beta-cells. , 2008, Biochemical Society transactions.

[60]  G. Blobe,et al.  Loss of type III transforming growth factor beta receptor expression increases motility and invasiveness associated with epithelial to mesenchymal transition during pancreatic cancer progression. , 2008, Carcinogenesis.

[61]  Anindya Dutta,et al.  ATR Pathway Is the Primary Pathway for Activating G2/M Checkpoint Induction After Re-replication* , 2007, Journal of Biological Chemistry.

[62]  Natalie de Souza From structure to function , 2007, Nature Methods.

[63]  D. Melton,et al.  A multipotent progenitor domain guides pancreatic organogenesis. , 2007, Developmental cell.

[64]  M. Negishi,et al.  CAR and PXR: The xenobiotic-sensing receptors , 2007, Steroids.

[65]  T. McGarry,et al.  Geminin Prevents Rereplication during Xenopus Development* , 2007, Journal of Biological Chemistry.

[66]  B. Sosa-Pineda,et al.  Osteopontin is a novel marker of pancreatic ductal tissues and of undifferentiated pancreatic precursors in mice , 2006, Developmental dynamics : an official publication of the American Association of Anatomists.

[67]  R. DePinho,et al.  Pten constrains centroacinar cell expansion and malignant transformation in the pancreas. , 2005, Cancer cell.

[68]  H. Friess,et al.  Osteopontin influences the invasiveness of pancreatic cancer cells and is increased in neoplastic and inflammatory conditions , 2005, Cancer biology & therapy.

[69]  J. Blow,et al.  Cdt1 downregulation by proteolysis and geminin inhibition prevents DNA re‐replication in Xenopus , 2005, The EMBO journal.

[70]  M. Méchali,et al.  Recombinant Cdt1 Induces Rereplication of G2 Nuclei in Xenopus Egg Extracts , 2005, Current Biology.

[71]  Anindya Dutta,et al.  Geminin-Cdt1 balance is critical for genetic stability. , 2005, Mutation research.

[72]  S. Moss,et al.  Annexins: from structure to function. , 2002, Physiological reviews.

[73]  D. Whitcomb,et al.  Chronic pancreatitis: diagnosis, classification, and new genetic developments. , 2001, Gastroenterology.

[74]  M. Kirschner,et al.  Geminin, an Inhibitor of DNA Replication, Is Degraded during Mitosis , 1998, Cell.

[75]  M. Tsao,et al.  Long-term culture and immortalization of epithelial cells from normal adult human pancreatic ducts transfected by the E6E7 gene of human papilloma virus 16. , 1996, The American journal of pathology.

[76]  J. Tait,et al.  Structure and polymorphisms of the human annexin III (ANX3) gene. , 1993, Genomics.

[77]  S. Githens The pancreatic duct cell: proliferative capabilities, specific characteristics, metaplasia, isolation, and culture. , 1988, Journal of pediatric gastroenterology and nutrition.

[78]  A. Pound,et al.  An autoradiographic study of the cell proliferation during involution of the rat pancreas , 1983, The Journal of pathology.

[79]  C. Orengo,et al.  From Structure to Function , 2021, Models of the Mind.

[80]  M. Washington,et al.  Identification and manipulation of biliary metaplasia in pancreatic tumors. , 2014, Gastroenterology.

[81]  Shoba Ranganathan,et al.  Adaptive immune system , 2013 .

[82]  Lye Mun Tho,et al.  The ATM-Chk2 and ATR-Chk1 pathways in DNA damage signaling and cancer. , 2010, Advances in cancer research.

[83]  J. Walter,et al.  Replication-dependent destruction of Cdt1 limits DNA replication to a single round per cell cycle in Xenopus egg extracts. , 2005, Genes & development.

[84]  M. Korsten,et al.  Alcohol-related pancreatic damage: mechanisms and treatment. , 1997 .