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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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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