Single-Cell Transcriptomics of the Human Endocrine Pancreas

被引:298
作者
Wang, Yue J. [1 ,2 ]
Schug, Jonathan [1 ,2 ]
Won, Kyoung-Jae [1 ,2 ]
Liu, Chengyang [3 ]
Naji, Ali [3 ]
Avrahami, Dana [4 ]
Golson, Maria L. [1 ,2 ]
Kaestner, Klaus H. [1 ,2 ]
机构
[1] Univ Penn, Dept Genet, Perelman Sch Med, Philadelphia, PA 19104 USA
[2] Univ Penn, Inst Diabet Obes & Metab, Perelman Sch Med, Philadelphia, PA 19104 USA
[3] Univ Penn, Dept Surg, Perelman Sch Med, Philadelphia, PA 19104 USA
[4] Hadassah Hebrew Univ, Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
关键词
ISLET ARCHITECTURE; INSULIN-SECRETION; EXPRESSION; REVEALS; ALPHA; SEQ; DEDIFFERENTIATION; HETEROGENEITY; INHIBITION; DYRK1A;
D O I
10.2337/db16-0405
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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 a-and b-cells from children exhibit less well-defined gene signatures than those in adults. Remarkably, a-and b-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 a-cell from a healthy adult, for which pathway analysis indicated activation of the cell cycle and repression of checkpoint control pathways. Importantly, this replicating a-cell exhibited activated Sonic hedgehog signaling, a pathway not previously known to contribute to human a-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.
引用
收藏
页码:3028 / 3038
页数:11
相关论文
共 37 条
[1]   Integration of ATAC-seq and RNA-seq identifies human alpha cell and beta cell signature genes [J].
Ackermann, Amanda M. ;
Wang, Zhiping ;
Schug, Jonathan ;
Naji, Ali ;
Kaestner, Klaus H. .
MOLECULAR METABOLISM, 2016, 5 (03) :233-244
[2]   Aging-Dependent Demethylation of Regulatory Elements Correlates with Chromatin State and Improved β Cell Function [J].
Avrahami, Dana ;
Li, Changhong ;
Zhang, Jia ;
Schug, Jonathan ;
Avrahami, Ran ;
Rao, Shilpa ;
Stadler, Michael B. ;
Burger, Lukas ;
Schuebeler, Dirk ;
Glaser, Benjamin ;
Kaestner, Klaus H. .
CELL METABOLISM, 2015, 22 (04) :619-632
[3]   Suitability of human juvenile pancreatic islets for clinical use [J].
Balamurugan, A. N. ;
Chang, Y. ;
Bertera, S. ;
Sands, A. ;
Shankar, V. ;
Trucco, M. ;
Bottino, R. .
DIABETOLOGIA, 2006, 49 (08) :1845-1854
[4]   Gene expression profiling in single cells from the pancreatic islets of Langerhans reveals lognormal distribution of mRNA levels [J].
Bengtsson, M ;
Ståhlberg, A ;
Rorsman, P ;
Kubista, M .
GENOME RESEARCH, 2005, 15 (10) :1388-1392
[5]   Cellular communication and heterogeneity in pancreatic islet insulin secretion dynamics [J].
Benninger, Richard K. P. ;
Piston, David W. .
TRENDS IN ENDOCRINOLOGY AND METABOLISM, 2014, 25 (08) :399-406
[6]   Epigenomic plasticity enables human pancreatic α to β cell reprogramming [J].
Bramswig, Nuria C. ;
Everett, Logan J. ;
Schug, Jonathan ;
Dorrell, Craig ;
Liu, Chengyang ;
Luo, Yanping ;
Streeter, Philip R. ;
Naji, Ali ;
Grompe, Markus ;
Kaestner, Klaus H. .
JOURNAL OF CLINICAL INVESTIGATION, 2013, 123 (03) :1275-1284
[7]   Assessment of human pancreatic islet architecture and composition by laser scanning confocal microscopy [J].
Brissova, M ;
Fowler, MJ ;
Nicholson, WE ;
Chu, A ;
Hirshberg, B ;
Harlan, DM ;
Powers, AC .
JOURNAL OF HISTOCHEMISTRY & CYTOCHEMISTRY, 2005, 53 (09) :1087-1097
[8]   Single-cell transcript analysis of pancreas development [J].
Chiang, MK ;
Melton, DA .
DEVELOPMENTAL CELL, 2003, 4 (03) :383-393
[9]   The Ectopic Expression of Pax4 in the Mouse Pancreas Converts Progenitor Cells into α and Subsequently β Cells [J].
Collombat, Patrick ;
Xu, Xiaobo ;
Ravassard, Philippe ;
Sosa-Pineda, Beatriz ;
Dussaud, Sebastien ;
Billestrup, Nils ;
Madsen, Ole D. ;
Serup, Palle ;
Heimberg, Harry ;
Mansouri, Ahmed .
CELL, 2009, 138 (03) :449-462
[10]   Long-term in vitro human pancreatic islet culture using three-dimensional microfabricated scaffolds [J].
Daoud, Jamal T. ;
Petropavlovskaia, Maria S. ;
Patapas, Jason M. ;
Degrandpre, Christian E. ;
DiRaddo, Robert W. ;
Rosenberg, Lawrence ;
Tabrizian, Maryam .
BIOMATERIALS, 2011, 32 (06) :1536-1542