Literature DB >> 27364731

Single-Cell Transcriptomics of the Human Endocrine Pancreas.

Yue J Wang1, Jonathan Schug1, Kyoung-Jae Won1, Chengyang Liu2, Ali Naji2, Dana Avrahami3, Maria L Golson4, Klaus H Kaestner4.   

Abstract

Human pancreatic islets consist of multiple endocrine cell types. To facilitate the detection of rare cellular states and uncover population heterogeneity, we performed single-cell RNA sequencing (RNA-seq) on islets from multiple deceased organ donors, including children, healthy adults, and individuals with type 1 or type 2 diabetes. We developed a robust computational biology framework for cell type annotation. Using this framework, we show that α- and β-cells from children exhibit less well-defined gene signatures than those in adults. Remarkably, α- and β-cells from donors with type 2 diabetes have expression profiles with features seen in children, indicating a partial dedifferentiation process. We also examined a naturally proliferating α-cell from a healthy adult, for which pathway analysis indicated activation of the cell cycle and repression of checkpoint control pathways. Importantly, this replicating α-cell exhibited activated Sonic hedgehog signaling, a pathway not previously known to contribute to human α-cell proliferation. Our study highlights the power of single-cell RNA-seq and provides a stepping stone for future explorations of cellular heterogeneity in pancreatic endocrine cells.
© 2016 by the American Diabetes Association.

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Year:  2016        PMID: 27364731      PMCID: PMC5033269          DOI: 10.2337/db16-0405

Source DB:  PubMed          Journal:  Diabetes        ISSN: 0012-1797            Impact factor:   9.461


  37 in total

1.  Single-cell transcript analysis of pancreas development.

Authors:  Ming-Ko Chiang; Douglas A Melton
Journal:  Dev Cell       Date:  2003-03       Impact factor: 12.270

2.  Variables in organ donors that affect the recovery of human islets of Langerhans.

Authors:  J R Lakey; G L Warnock; R V Rajotte; M E Suarez-Alamazor; Z Ao; A M Shapiro; N M Kneteman
Journal:  Transplantation       Date:  1996-04-15       Impact factor: 4.939

3.  Assessment of human pancreatic islet architecture and composition by laser scanning confocal microscopy.

Authors:  Marcela Brissova; Michael J Fowler; Wendell E Nicholson; Anita Chu; Boaz Hirshberg; David M Harlan; Alvin C Powers
Journal:  J Histochem Cytochem       Date:  2005-05-27       Impact factor: 2.479

4.  Suitability of human juvenile pancreatic islets for clinical use.

Authors:  A N Balamurugan; Y Chang; S Bertera; A Sands; V Shankar; M Trucco; R Bottino
Journal:  Diabetologia       Date:  2006-06-17       Impact factor: 10.122

5.  The ectopic expression of Pax4 in the mouse pancreas converts progenitor cells into alpha and subsequently beta cells.

Authors:  Patrick Collombat; Xiaobo Xu; Philippe Ravassard; Beatriz Sosa-Pineda; Sébastien Dussaud; Nils Billestrup; Ole D Madsen; Palle Serup; Harry Heimberg; Ahmed Mansouri
Journal:  Cell       Date:  2009-08-07       Impact factor: 41.582

6.  Aging-Dependent Demethylation of Regulatory Elements Correlates with Chromatin State and Improved β Cell Function.

Authors:  Dana Avrahami; Changhong Li; Jia Zhang; Jonathan Schug; Ran Avrahami; Shilpa Rao; Michael B Stadler; Lukas Burger; Dirk Schübeler; Benjamin Glaser; Klaus H Kaestner
Journal:  Cell Metab       Date:  2015-08-27       Impact factor: 27.287

7.  Pancreatic β cell dedifferentiation as a mechanism of diabetic β cell failure.

Authors:  Chutima Talchai; Shouhong Xuan; Hua V Lin; Lori Sussel; Domenico Accili
Journal:  Cell       Date:  2012-09-14       Impact factor: 41.582

8.  Analysis of beta-cell gene expression reveals inflammatory signaling and evidence of dedifferentiation following human islet isolation and culture.

Authors:  Sarita Negi; Arif Jetha; Reid Aikin; Craig Hasilo; Rob Sladek; Steven Paraskevas
Journal:  PLoS One       Date:  2012-01-27       Impact factor: 3.240

9.  edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.

Authors:  Mark D Robinson; Davis J McCarthy; Gordon K Smyth
Journal:  Bioinformatics       Date:  2009-11-11       Impact factor: 6.937

10.  Regulation of PKD by the MAPK p38delta in insulin secretion and glucose homeostasis.

Authors:  Grzegorz Sumara; Ivan Formentini; Stephan Collins; Izabela Sumara; Renata Windak; Bernd Bodenmiller; Reshma Ramracheya; Dorothée Caille; Huiping Jiang; Kenneth A Platt; Paolo Meda; Rudolf Aebersold; Patrik Rorsman; Romeo Ricci
Journal:  Cell       Date:  2009-01-08       Impact factor: 41.582

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  147 in total

Review 1.  Pancreatic Progenitors: There and Back Again.

Authors:  Juan Domínguez-Bendala; Mirza Muhammad Fahd Qadir; Ricardo Luis Pastori
Journal:  Trends Endocrinol Metab       Date:  2018-11-28       Impact factor: 12.015

2.  FISHing for β Cells.

Authors:  Laura I Hudish; David S Lorberbaum; Lori Sussel
Journal:  Dev Cell       Date:  2019-01-07       Impact factor: 12.270

3.  Single-cell transcriptomics from human pancreatic islets: sample preparation matters.

Authors:  Lori L Bonnycastle; Derek E Gildea; Tingfen Yan; Narisu Narisu; Amy J Swift; Tyra G Wolfsberg; Michael R Erdos; Francis S Collins
Journal:  Biol Methods Protoc       Date:  2020-01-16

4.  Cross-Species Single-Cell Analysis of Pancreatic Ductal Adenocarcinoma Reveals Antigen-Presenting Cancer-Associated Fibroblasts.

Authors:  Mohan Bolisetty; Pasquale Laise; William F Flynn; Ela Elyada; Elise T Courtois; Richard A Burkhart; Jonathan A Teinor; Pascal Belleau; Giulia Biffi; Matthew S Lucito; Santhosh Sivajothi; Todd D Armstrong; Dannielle D Engle; Kenneth H Yu; Yuan Hao; Christopher L Wolfgang; Youngkyu Park; Jonathan Preall; Elizabeth M Jaffee; Andrea Califano; Paul Robson; David A Tuveson
Journal:  Cancer Discov       Date:  2019-06-13       Impact factor: 39.397

5.  scMerge leverages factor analysis, stable expression, and pseudoreplication to merge multiple single-cell RNA-seq datasets.

Authors:  Yingxin Lin; Shila Ghazanfar; Kevin Y X Wang; Johann A Gagnon-Bartsch; Kitty K Lo; Xianbin Su; Ze-Guang Han; John T Ormerod; Terence P Speed; Pengyi Yang; Jean Yee Hwa Yang
Journal:  Proc Natl Acad Sci U S A       Date:  2019-04-26       Impact factor: 11.205

Review 6.  Power in Numbers: Single-Cell RNA-Seq Strategies to Dissect Complex Tissues.

Authors:  Kenneth D Birnbaum
Journal:  Annu Rev Genet       Date:  2018-09-07       Impact factor: 16.830

7.  Decreased VMAT2 in the pancreas of humans with type 2 diabetes mellitus measured in vivo by PET imaging.

Authors:  Gary W Cline; Mika Naganawa; Laigao Chen; Kristin Chidsey; Santos Carvajal-Gonzalez; Sylvester Pawlak; Michelle Rossulek; Yanwei Zhang; Jason Bini; Timothy J McCarthy; Richard E Carson; Roberto A Calle
Journal:  Diabetologia       Date:  2018-05-02       Impact factor: 10.122

8.  Bottom-up proteomics analysis of the secretome of murine islets of Langerhans in elevated glucose levels.

Authors:  Andrew Schmudlach; Jeremy Felton; Robert T Kennedy; Norman J Dovichi
Journal:  Analyst       Date:  2017-01-16       Impact factor: 4.616

9.  Targeted demethylation at the CDKN1C/p57 locus induces human β cell replication.

Authors:  Kristy Ou; Ming Yu; Nicholas G Moss; Yue J Wang; Amber W Wang; Son C Nguyen; Connie Jiang; Eseye Feleke; Vasumathi Kameswaran; Eric F Joyce; Ali Naji; Benjamin Glaser; Dana Avrahami; Klaus H Kaestner
Journal:  J Clin Invest       Date:  2018-11-26       Impact factor: 14.808

10.  PAX6 maintains β cell identity by repressing genes of alternative islet cell types.

Authors:  Avital Swisa; Dana Avrahami; Noa Eden; Jia Zhang; Eseye Feleke; Tehila Dahan; Yamit Cohen-Tayar; Miri Stolovich-Rain; Klaus H Kaestner; Benjamin Glaser; Ruth Ashery-Padan; Yuval Dor
Journal:  J Clin Invest       Date:  2016-12-12       Impact factor: 14.808

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