Spatial dynamics of feedback and feedforward regulation in cell lineages.


Journal

PLoS computational biology
ISSN: 1553-7358
Titre abrégé: PLoS Comput Biol
Pays: United States
ID NLM: 101238922

Informations de publication

Date de publication:
05 2022
Historique:
received: 20 08 2021
accepted: 18 03 2022
revised: 18 05 2022
pubmed: 7 5 2022
medline: 21 5 2022
entrez: 6 5 2022
Statut: epublish

Résumé

Feedback mechanisms within cell lineages are thought to be important for maintaining tissue homeostasis. Mathematical models that assume well-mixed cell populations, together with experimental data, have suggested that negative feedback from differentiated cells on the stem cell self-renewal probability can maintain a stable equilibrium and hence homeostasis. Cell lineage dynamics, however, are characterized by spatial structure, which can lead to different properties. Here, we investigate these dynamics using spatially explicit computational models, including cell division, differentiation, death, and migration / diffusion processes. According to these models, the negative feedback loop on stem cell self-renewal fails to maintain homeostasis, both under the assumption of strong spatial restrictions and fast migration / diffusion. Although homeostasis cannot be maintained, this feedback can regulate cell density and promote the formation of spatial structures in the model. Tissue homeostasis, however, can be achieved if spatially restricted negative feedback on self-renewal is combined with an experimentally documented spatial feedforward loop, in which stem cells regulate the fate of transit amplifying cells. This indicates that the dynamics of feedback regulation in tissue cell lineages are more complex than previously thought, and that combinations of spatially explicit control mechanisms are likely instrumental.

Identifiants

pubmed: 35522694
doi: 10.1371/journal.pcbi.1010039
pii: PCOMPBIOL-D-21-01543
pmc: PMC9116666
doi:

Types de publication

Journal Article Research Support, U.S. Gov't, Non-P.H.S. Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

e1010039

Subventions

Organisme : NCI NIH HHS
ID : U54 CA217378
Pays : United States

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

Références

Cancer Metastasis Rev. 2012 Dec;31(3-4):553-68
pubmed: 22714591
Math Biosci Eng. 2009 Jan;6(1):59-82
pubmed: 19292508
Pharmacol Ther. 2015 Mar;147:22-31
pubmed: 25444759
Neuron. 2000 Dec;28(3):713-26
pubmed: 11163261
PLoS Comput Biol. 2007 Mar 2;3(3):e28
pubmed: 17335343
Development. 2011 Oct;138(19):4131-42
pubmed: 21852401
Exp Cell Res. 2011 Nov 15;317(19):2719-24
pubmed: 21787769
Integr Biol (Camb). 2015 Jan;7(1):14-23
pubmed: 25359461
J Theor Biol. 2021 Jan 21;509:110499
pubmed: 33130064
J Theor Biol. 2012 Jul 7;304:39-59
pubmed: 22554945
Bull Math Biol. 2013 Jan;75(1):161-84
pubmed: 23196354
Proc Natl Acad Sci U S A. 2011 Nov 22;108(47):18983-8
pubmed: 22084071
Cell Stem Cell. 2012 Oct 5;11(4):461-9
pubmed: 23040475
Biophys J. 2010 Nov 17;99(10):3145-54
pubmed: 21081061
Math Comput Model. 2011 Jan 1;53(1-2):1-20
pubmed: 21076663
Cell. 2010 Oct 1;143(1):134-44
pubmed: 20887898
PLoS Comput Biol. 2016 Mar 18;12(3):e1004814
pubmed: 26989903
Bull Math Biol. 2018 May;80(5):1345-1365
pubmed: 28508298
Bull Math Biol. 2016 Apr;78(4):754-785
pubmed: 27113934
Nature. 2014 Mar 20;507(7492):362-365
pubmed: 24531760
Cancer Cell. 2008 Jan;13(1):69-80
pubmed: 18167341
PLoS Biol. 2009 Jan 20;7(1):e15
pubmed: 19166268
PLoS One. 2013 Sep 03;8(9):e72847
pubmed: 24019882
Nat Rev Mol Cell Biol. 2008 Jan;9(1):11-21
pubmed: 18097443
Nature. 2015 Jul 30;523(7562):597-601
pubmed: 26147083
Cell Signal. 2014 Mar;26(3):570-9
pubmed: 24308963
J Biol Dyn. 2012;6 Suppl 1:2-18
pubmed: 22873671
Math Biosci. 2015 Dec;270(Pt A):135-41
pubmed: 26344137
J Theor Biol. 2017 Sep 21;429:190-203
pubmed: 28669884
Stem Cells Dev. 2009 Apr;18(3):377-85
pubmed: 18752377
Cell. 2011 Jun 10;145(6):851-62
pubmed: 21663791
Sci Rep. 2018 Feb 12;8(1):2809
pubmed: 29434256
Cancer Metastasis Rev. 2006 Sep;25(3):435-57
pubmed: 16951986
Cancer Res. 2017 May 1;77(9):2231-2241
pubmed: 28235762
Cell Signal. 2011 Jun;23(6):951-62
pubmed: 20940046

Auteurs

Peter Uhl (P)

Department of Mathematics and Statistics, San Diego State University, San Diego, California, United States of America.
Department of Population Health and Disease Prevention, Program in Public Health, University of California, Irvine, California, United States of America.

John Lowengrub (J)

Department of Mathematics, University of California, Irvine, California, United States of America.

Natalia Komarova (N)

Department of Mathematics, University of California, Irvine, California, United States of America.

Dominik Wodarz (D)

Department of Population Health and Disease Prevention, Program in Public Health, University of California, Irvine, California, United States of America.
Department of Mathematics, University of California, Irvine, California, United States of America.

Articles similaires

High-throughput Bronchus-on-a-Chip system for modeling the human bronchus.

Akina Mori, Marjolein Vermeer, Lenie J van den Broek et al.
1.00
Humans Bronchi Lab-On-A-Chip Devices Epithelial Cells Goblet Cells

A key role for P2RX5 in brown adipocyte differentiation and energy homeostasis.

Maria Razzoli, Seth McGonigle, Bhavani Shankar Sahu et al.
1.00
Animals Adipocytes, Brown Mice Cell Differentiation Male
Curcumin Spinal Cord Injuries Humans Animals Neural Stem Cells
1.00
Algorithms Computer Simulation Models, Biological Programming Languages Humans

Classifications MeSH