A Conserved Rule for Pancreatic Islet Organization
Open accessAbstract
Morphogenesis, spontaneous formation of organism structure, is essential for life. In the pancreas, endocrine α, β, and δ cells are clustered to form islets of Langerhans, the critical micro-organ for glucose homeostasis. The spatial organization of endocrine cells in islets looks different between species. Based on the three-dimensional positions of individual cells in islets, we computationally inferred the relative attractions between cell types, and found that the attractions between homotypic cells were slightly, but significantly, stronger than the attractions between heterotypic cells commonly in mouse, pig, and human islets. The difference between α-β cell attraction and β-β cell attraction was minimal in human islets, maximizing the plasticity of islet structures. Our result suggests that although the cellular composition and attractions of pancreatic endocrine cells are quantitatively different between species, the physical mechanism of islet morphogenesis may be evolutionarily conserved.
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In silico modelling of human islet architecture shows that the fraction of δ-cells in direct contact with at least one β-cell remains greater than 90% until more than 75% of β-cells have been deleted.
“This remained >90% until >75% of the β-cells had been deleted (Fig. 4j).”
From Loss of electrical β-cell to δ-cell coupling underlies impaired hypoglycaemia-induced glucagon secretion in type-1 diabetes (2024) · cites this paper as [40]
The Results section on spatial organization of δ cells examines human islet structure and inferred cell attractions, but does not report how many δ-cells remain in contact with a β-cell after β-cell deletion. Searches for 75% deletion and β-cell loss found no such simulation or >90% contact threshold in our copy. (LLM, conf=0.75)
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Cites
Metropolis, N., & Ulam, S. (1949) · Journal of the American Statistical Association · doi:10.1080/01621459.1949.10483310 · Cited by 6,474 · see citing works
Lymphocyte Homing and Homeostasis
Butcher, E. C., & Picker, L. J. (1996) · Science · doi:10.1126/science.272.5258.60 · Cited by 2,846 · see citing works
Brissova, M., Fowler, M. J., Nicholson, W. E., Chu, A., Hirshberg, B., Harlan, D. M., & Powers, A. C. (2005) · Journal of Histochemistry & Cytochemistry · doi:10.1369/jhc.5c6684.2005 · Cited by 797 · see citing works
Unique Arrangement of α- and β-Cells in Human Islets of Langerhans
Bosco, D., Armanet, M., Morel, P., Niclauss, N., Sgroi, A., Muller, Y. D., Giovannoni, L., Parnaud, G., & Berney, T. (2010) · Diabetes · doi:10.2337/db09-1177 · Cited by 450 · see citing works
Flagged first, then by citations
Research works printed but not linked: 31
- [1]Metzger RJ, Klein OD, Martin GR, Krasnow MA (2008) The branching programme of mouse lung development. Nature 453: 745– 750. 18463632 PMC2892995
- [2]Steinberg MS (1963) Reconstruction of tissues by dissociated cells. Science 141: 401– 408. 13983728
- [3]Steinberg MS (2007) Differential adhesion in morphogenesis: a modern view. Curr Opin Genet Dev 17: 281– 286. 17624758
- [4]Kelly C, McClenaghan NH, Flatt PR (2011) Role of islet structure and cellular interactions in the control of insulin secretion. Islets 3: 41– 47. 21372635
- [5]Bonner-Weir S, O'Brien T (2008) Islets in type 2 diabetes: in honor of dr. robert c. turner. Diabetes 57: 2899– 2904. 18971437 PMC2570382
- [7]Cabrera O, Berman DM, Kenyon NS, Ricordi C, Berggren PO, et al (2006) The unique cytoarchitecture of human pancreatic islets has implications for islet cell function. Proc Natl Acad Sci USA 103: 2334– 2339. 16461897 PMC1413730
- [8]Orci L (1976) The microanatomy of the islets of langerhans. Metabolism 25: 1303– 1313. 135911
- [9]Erlandsen SL, Hegre OD, Parsons JA, McEvoy RC, Elde RP (1976) Pancreatic islet cell hormones distribution of cell types in the islet and evidence for the presence of somatostatin and gastrin within the d cell. J Histochem Cytochem 24: 883– 897. 60437
- [12]Halban PA, Powers SL, George KL, Bonner-Weir S (1987) Spontaneous reassociation of dispersed adult rat pancreatic islet cells into aggregates with three-dimensional architecture typical of native islets. Diabetes 36: 783– 790. 3556277
- [13]Hopcroft DW, Mason DR, Scott RS (1985) Insulin secretion from perifused rat pancreatic pseudoislets. In Vitro Cell Dev Biol 21: 421– 427. 3897182
- [14]Britt LD, Stojeba PC, Scharp CR, Greider MH, Scharp DW (1981) Neonatal pig psedu-islets: a product of selective aggregation. Diabetes 30: 580– 583. 7018963
- [15]Kuo CY, Herrod HG, Burghen GA (1992) Formation of pseudoislets from human pancreatic cultures. Pancreas 7: 320– 325. 1375749
- [16]Halban PA, Powers SL, George KL, Bonner-Weir S (1988) Altered differentiated cell surface properties of transformed (rinm5f) compared with native adult rat pancreatic b cells. Endocrinology 123: 113– 119. 3289893
- [17]Rouiller DG, Cirulli V, Halban PA (1990) Differences in aggregation properties and levels of the neural cell adhesion molecule (ncam) between islet cell types. Exp Cell Res 1917: 305– 312. 2257882
- [18]Rouiller DG, Cirulli V, Halban PA (1991) Uvomorulin mediates calcium-dependent aggregation of islet cells, whereas calcium-independent cell adhesion molecules distinguish between islet cell types. Dev Biol 148: 233– 242. 1936561
- [19]Cirulli V, Baetens D, Rutishauser U, Halban PA, Orci L, et al (1994) Expression of neural cell adhesion molecule (n-cam) in rat islets and its role in islet cell type segregation. J Cell Sci 107: 1429– 1436. 7962186
- [20]Jia D, Dajusta D, Foty RA (2007) Tissue surface tensions guide in vitro self-assembly of rodent pancreatic islet cells. Dev Dyn 236: 2039– 2049. 17584863
- [21]Brelje TC, Scharp DW, Sorenson RL (1989) Three-dimensional imaging of intact isolated islets of langerhans with confocal microscopy. Diabetes 38: 808– 814. 2656348
- [22]Kim A, Miller K, Jo J, Kilimnik G, Wojcik P, et al (2009) Islet architecture: a comparative study. Islets 1: 129– 136. 20606719 PMC2894473
- [23]Kilimnik G, Zhao B, Jo J, Periwal V, Witkowski P, et al (2011) Altered islet composition and disproportionate loss of large islets in patients with type 2 diabetes. PLoS ONE 6: e27445. 22102895 PMC3216964
- [24]Slack JMW (1995) Developmental biology of the pancreas. Development 121: 1569– 1580. 7600975
- [25]Edlund H (2002) Pancreatic organogenesis – developmental mechanisms and implications for therapy. Nat Rev Genet 3: 524– 532. 12094230
- [26]Gumbiner BM (1996) Cell adhesion: the molecular basis of tissue architecture and morphogenesis. Cell 84: 345– 357. 8608588
- [27]Hoang DT, Song J, Jo J (2013) Partial mixing phase of binary cells in finite systems. Phys Rev E 88: 062725. 24483504
- [29]Mebius RE (2003) Organogenesis of lymphoid tissues. Nat Rev Immunol 3: 292– 303. 12669020
- [30]Jamal AM, Lipsett M, Sladek R, Laganière S, Hanley S, et al (2005) Morphogenetic plasticity of adult human pancreatic islets of langerhans. Cell Death Differ 12: 702– 712. 15818398
- [31]Steiner DJ, Kim A, Miller K, Hara M (2010) Pancreatic islet plasticity: interspecies comparison of islet architecture and composition. Islets 2: 135– 145. 20657742 PMC2908252
- [32]Charollais A, Gjinovci A, Huarte J, Bauquis J, Nadal A, et al (2000) Junctional communication of pancreatic β cells contributes to the control of insulin secretion and glucose tolerance. J Clin Invest 106: 235– 243. 10903339 PMC314309
- [33]Jo J, Choi MY, Koh DS (2009) Beneficial effects of intercellular interactions between pancreatic islet cells in blood glucose regulation. J Theor Biol 257: 312– 319. 19135066
- [34]Hong H, Jo J, Sin SJ (2013) Stable and flexible system for glucose homeostasis. Phys Rev E 88: 032711. 24125298
- [36]Sivia DS, Skilling J (2006) Data Anlysis - A Bayesian Tutorial. Oxford University Press.
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δ‐cells and β‐cells are electrically coupled and regulate α‐cell activity via somatostatin
Briant, L. J. B., Reinbothe, T. M., Spiliotis, I., Miranda, C., Rodriguez, B., & Rorsman, P. (2018) · The Journal of Physiology · doi:10.1113/jp274581 · Cited by 155 · see citing works
Hill, T. G., Gao, R., Benrick, A., Kothegala, L., Rorsman, N., Santos, C., Acreman, S., Briant, L. J., Dou, H., Gandasi, N. R., et al. (2024) · Nature Metabolism · doi:10.1038/s42255-024-01139-z · Cited by 30 · see citing works
“We modelled the relationship between β-cell number and β-cell to δ-cell connectivity in silico based on published architectures of human islets 40 .”
- Authors
- Hoang, D.-T., Matsunari, H., Nagaya, M., Nagashima, H., Millis, J. M., Witkowski, P., Periwal, V., Hara, M., & Jo, J.
- Affiliations
- Asia Pacific Center for Theoretical Physics (KR)
- Meiji University (JP)
- University of Chicago (US)
- National Institutes of Health (US)
- Pohang University of Science and Technology (KR)
- Corresponding author
- Hara, Manami
- Jo, Junghyo
- ORCID
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2014-10-28
- Volume
- 9
- Issue
- 10
- Pages
- e110384
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC4211668
- OpenAlex
- W2060603728
- Cited by
- 64
- References
- 4
- Citations by year
- 2026: 5 · 2025: 5 · 2024: 5 · 2023: 6 · 2022: 6 · 2021: 8 · 2020: 7 · 2019: 4 · 2018: 3 · 2017: 7 · 2016: 6 · 2015: 2
- FWCI
- 4.96
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, public-domain)
- Europe PMC (PubMed Central) (publishedVersion, public-domain)
- PubMed Central (publishedVersion, public-domain)
- PubMed (publishedVersion)
- Knowledge@UChicago (University of Chicago) (submittedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- University of Chicago
- Funders
- University of Chicago
- Kovler Family Foundation
- Ministry of Education, Science and Technology
- Max-Planck-Gesellschaft
- National Institutes of Health (UL1TR000430, DK020595, DK072473, AG-042151)
- Diabetes Research and Training Center (AG-042151, DK-072473)
- National Institute on Aging (R03AG042151, AG-042151)
- National Institute of Diabetes and Digestive and Kidney Diseases (DK020595, DK072473, P60DK020595, U01DK072473, P30DK020595)
- National Center for Advancing Translational Sciences
- Topics
- Health Sciences › Medicine › Surgery › Pancreatic function and diabetes
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Diabetes and associated disorders
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Developmental Biology and Gene Regulation
- Keywords
- pancreatic islets, heterotypic cell interactions, alpha cells, pancreatic beta cells, delta cells, species differences, evolutionary conservation
- MeSH terms
- Algorithms, Animals, Cell Communication, Humans, Islets of Langerhans, Models, Theoretical, Morphogenesis, Swine, Mice
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