Gene Signatures of NEUROGENIN3+ Endocrine Progenitor Cells in the Human Pancreas

NEUROGENIN3+ (NEUROG3+) cells are considered to be pancreatic endocrine progenitors. Our current knowledge on the molecular program of NEUROG3+ cells in humans is largely extrapolated from studies in mice. We hypothesized that single-cell RNA-seq enables in-depth exploration of the rare NEUROG3+ cel...

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Main Authors: Hyo Jeong Yong, Gengqiang Xie, Chengyang Liu, Wei Wang, Ali Naji, Jerome Irianto, Yue J. Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Endocrinology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2021.736286/full
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spelling doaj-ec5087b5e5784e34af299c119b9f84772021-09-08T06:02:48ZengFrontiers Media S.A.Frontiers in Endocrinology1664-23922021-09-011210.3389/fendo.2021.736286736286Gene Signatures of NEUROGENIN3+ Endocrine Progenitor Cells in the Human PancreasHyo Jeong Yong0Gengqiang Xie1Chengyang Liu2Wei Wang3Ali Naji4Jerome Irianto5Yue J. Wang6Department of Biomedical Sciences, College of Medicine, Florida State University, Tallahassee, FL, United StatesDepartment of Biomedical Sciences, College of Medicine, Florida State University, Tallahassee, FL, United StatesDepartment of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, United StatesDepartment of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, United StatesDepartment of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, United StatesDepartment of Biomedical Sciences, College of Medicine, Florida State University, Tallahassee, FL, United StatesDepartment of Biomedical Sciences, College of Medicine, Florida State University, Tallahassee, FL, United StatesNEUROGENIN3+ (NEUROG3+) cells are considered to be pancreatic endocrine progenitors. Our current knowledge on the molecular program of NEUROG3+ cells in humans is largely extrapolated from studies in mice. We hypothesized that single-cell RNA-seq enables in-depth exploration of the rare NEUROG3+ cells directly in humans. We aligned four large single-cell RNA-seq datasets from postnatal human pancreas. Our integrated analysis revealed 10 NEUROG3+ epithelial cells from a total of 11,174 pancreatic cells. Noticeably, human NEUROG3+ cells clustered with mature pancreatic cells and epsilon cells displayed the highest frequency of NEUROG3 positivity. We confirmed the co-expression of NEUROG3 with endocrine markers and the high percentage of NEUROG3+ cells among epsilon cells at the protein level based on immunostaining on pancreatic tissue sections. We further identified unique genetic signatures of the NEUROG3+ cells. Regulatory network inference revealed novel transcription factors including Prospero homeobox protein 1 (PROX1) may act jointly with NEUROG3. As NEUROG3 plays a central role in endocrine differentiation, knowledge gained from our study will accelerate the development of beta cell regeneration therapies to treat diabetes.https://www.frontiersin.org/articles/10.3389/fendo.2021.736286/fullNEUROG3endocrine progenitorepsilon cellshuman pancreassingle-cell RNA-seqdata integration
collection DOAJ
language English
format Article
sources DOAJ
author Hyo Jeong Yong
Gengqiang Xie
Chengyang Liu
Wei Wang
Ali Naji
Jerome Irianto
Yue J. Wang
spellingShingle Hyo Jeong Yong
Gengqiang Xie
Chengyang Liu
Wei Wang
Ali Naji
Jerome Irianto
Yue J. Wang
Gene Signatures of NEUROGENIN3+ Endocrine Progenitor Cells in the Human Pancreas
Frontiers in Endocrinology
NEUROG3
endocrine progenitor
epsilon cells
human pancreas
single-cell RNA-seq
data integration
author_facet Hyo Jeong Yong
Gengqiang Xie
Chengyang Liu
Wei Wang
Ali Naji
Jerome Irianto
Yue J. Wang
author_sort Hyo Jeong Yong
title Gene Signatures of NEUROGENIN3+ Endocrine Progenitor Cells in the Human Pancreas
title_short Gene Signatures of NEUROGENIN3+ Endocrine Progenitor Cells in the Human Pancreas
title_full Gene Signatures of NEUROGENIN3+ Endocrine Progenitor Cells in the Human Pancreas
title_fullStr Gene Signatures of NEUROGENIN3+ Endocrine Progenitor Cells in the Human Pancreas
title_full_unstemmed Gene Signatures of NEUROGENIN3+ Endocrine Progenitor Cells in the Human Pancreas
title_sort gene signatures of neurogenin3+ endocrine progenitor cells in the human pancreas
publisher Frontiers Media S.A.
series Frontiers in Endocrinology
issn 1664-2392
publishDate 2021-09-01
description NEUROGENIN3+ (NEUROG3+) cells are considered to be pancreatic endocrine progenitors. Our current knowledge on the molecular program of NEUROG3+ cells in humans is largely extrapolated from studies in mice. We hypothesized that single-cell RNA-seq enables in-depth exploration of the rare NEUROG3+ cells directly in humans. We aligned four large single-cell RNA-seq datasets from postnatal human pancreas. Our integrated analysis revealed 10 NEUROG3+ epithelial cells from a total of 11,174 pancreatic cells. Noticeably, human NEUROG3+ cells clustered with mature pancreatic cells and epsilon cells displayed the highest frequency of NEUROG3 positivity. We confirmed the co-expression of NEUROG3 with endocrine markers and the high percentage of NEUROG3+ cells among epsilon cells at the protein level based on immunostaining on pancreatic tissue sections. We further identified unique genetic signatures of the NEUROG3+ cells. Regulatory network inference revealed novel transcription factors including Prospero homeobox protein 1 (PROX1) may act jointly with NEUROG3. As NEUROG3 plays a central role in endocrine differentiation, knowledge gained from our study will accelerate the development of beta cell regeneration therapies to treat diabetes.
topic NEUROG3
endocrine progenitor
epsilon cells
human pancreas
single-cell RNA-seq
data integration
url https://www.frontiersin.org/articles/10.3389/fendo.2021.736286/full
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