An integrative computational model for intestinal tissue renewal

Objectives The luminal surface of the gut is lined with a monolayer of epithelial cells that acts as a nutrient absorptive engine and protective barrier. To maintain its integrity and functionality, the epithelium is renewed every few days. Theoretical models are powerful tools that can be used to...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Leeuwen, I, Mirams, G, Walter, A, Fletcher, A, Murray, P, Osborne, J, Varma, S, Young, S, Cooper, J, Doyle, B, Pitt-Francis, J, Momtahan, L, Pathmanathan, P, Whiteley, J, Chapman, S, Gavaghan, D, Jensen, O, King, J, Maini, P, Waters, S, Byrne, H
Format: Journal article
Veröffentlicht: 2009
_version_ 1826288865665613824
author Leeuwen, I
Mirams, G
Walter, A
Fletcher, A
Murray, P
Osborne, J
Varma, S
Young, S
Cooper, J
Doyle, B
Pitt-Francis, J
Momtahan, L
Pathmanathan, P
Whiteley, J
Chapman, S
Gavaghan, D
Jensen, O
King, J
Maini, P
Waters, S
Byrne, H
author_facet Leeuwen, I
Mirams, G
Walter, A
Fletcher, A
Murray, P
Osborne, J
Varma, S
Young, S
Cooper, J
Doyle, B
Pitt-Francis, J
Momtahan, L
Pathmanathan, P
Whiteley, J
Chapman, S
Gavaghan, D
Jensen, O
King, J
Maini, P
Waters, S
Byrne, H
author_sort Leeuwen, I
collection OXFORD
description Objectives The luminal surface of the gut is lined with a monolayer of epithelial cells that acts as a nutrient absorptive engine and protective barrier. To maintain its integrity and functionality, the epithelium is renewed every few days. Theoretical models are powerful tools that can be used to test hypotheses concerning the regulation of this renewal process, to investigate how its dysfunction can lead to loss of homeostasis and neoplasia, and to identify potential therapeutic interventions. Here we propose a new multiscale model for crypt dynamics that links phenomena occurring at the subcellular, cellular and tissue levels of organisation. Methods At the subcellular level, deterministic models characterise molecular networks, such as cell-cycle control and Wnt signalling. The output of these models determines the behaviour of each epithelial cell in response to intra-, inter- and extracellular cues. The modular nature of the model enables us to easily modify individual assumptions and analyse their effects on the system as a whole. Results We perform virtual microdissection and labelling-index experiments, evaluate the impact of various model extensions, obtain new insight into clonal expansion in the crypt, and compare our predictions with recent mitochondrial DNA mutation data. Conclusions We demonstrate that relaxing the assumption that stem-cell positions are fixed enables clonal expansion and niche succession to occur. We also predict that the presence of extracellular factors near the base of the crypt alone suffices to explain the observed spatial variation in nuclear beta-catenin levels along the crypt axis.
first_indexed 2024-03-07T02:20:11Z
format Journal article
id oxford-uuid:a3a4c79b-35f8-4fa2-9bdc-d4243002cfdb
institution University of Oxford
last_indexed 2024-03-07T02:20:11Z
publishDate 2009
record_format dspace
spelling oxford-uuid:a3a4c79b-35f8-4fa2-9bdc-d4243002cfdb2022-03-27T02:28:29ZAn integrative computational model for intestinal tissue renewalJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:a3a4c79b-35f8-4fa2-9bdc-d4243002cfdbMathematical Institute - ePrints2009Leeuwen, IMirams, GWalter, AFletcher, AMurray, POsborne, JVarma, SYoung, SCooper, JDoyle, BPitt-Francis, JMomtahan, LPathmanathan, PWhiteley, JChapman, SGavaghan, DJensen, OKing, JMaini, PWaters, SByrne, HObjectives The luminal surface of the gut is lined with a monolayer of epithelial cells that acts as a nutrient absorptive engine and protective barrier. To maintain its integrity and functionality, the epithelium is renewed every few days. Theoretical models are powerful tools that can be used to test hypotheses concerning the regulation of this renewal process, to investigate how its dysfunction can lead to loss of homeostasis and neoplasia, and to identify potential therapeutic interventions. Here we propose a new multiscale model for crypt dynamics that links phenomena occurring at the subcellular, cellular and tissue levels of organisation. Methods At the subcellular level, deterministic models characterise molecular networks, such as cell-cycle control and Wnt signalling. The output of these models determines the behaviour of each epithelial cell in response to intra-, inter- and extracellular cues. The modular nature of the model enables us to easily modify individual assumptions and analyse their effects on the system as a whole. Results We perform virtual microdissection and labelling-index experiments, evaluate the impact of various model extensions, obtain new insight into clonal expansion in the crypt, and compare our predictions with recent mitochondrial DNA mutation data. Conclusions We demonstrate that relaxing the assumption that stem-cell positions are fixed enables clonal expansion and niche succession to occur. We also predict that the presence of extracellular factors near the base of the crypt alone suffices to explain the observed spatial variation in nuclear beta-catenin levels along the crypt axis.
spellingShingle Leeuwen, I
Mirams, G
Walter, A
Fletcher, A
Murray, P
Osborne, J
Varma, S
Young, S
Cooper, J
Doyle, B
Pitt-Francis, J
Momtahan, L
Pathmanathan, P
Whiteley, J
Chapman, S
Gavaghan, D
Jensen, O
King, J
Maini, P
Waters, S
Byrne, H
An integrative computational model for intestinal tissue renewal
title An integrative computational model for intestinal tissue renewal
title_full An integrative computational model for intestinal tissue renewal
title_fullStr An integrative computational model for intestinal tissue renewal
title_full_unstemmed An integrative computational model for intestinal tissue renewal
title_short An integrative computational model for intestinal tissue renewal
title_sort integrative computational model for intestinal tissue renewal
work_keys_str_mv AT leeuweni anintegrativecomputationalmodelforintestinaltissuerenewal
AT miramsg anintegrativecomputationalmodelforintestinaltissuerenewal
AT waltera anintegrativecomputationalmodelforintestinaltissuerenewal
AT fletchera anintegrativecomputationalmodelforintestinaltissuerenewal
AT murrayp anintegrativecomputationalmodelforintestinaltissuerenewal
AT osbornej anintegrativecomputationalmodelforintestinaltissuerenewal
AT varmas anintegrativecomputationalmodelforintestinaltissuerenewal
AT youngs anintegrativecomputationalmodelforintestinaltissuerenewal
AT cooperj anintegrativecomputationalmodelforintestinaltissuerenewal
AT doyleb anintegrativecomputationalmodelforintestinaltissuerenewal
AT pittfrancisj anintegrativecomputationalmodelforintestinaltissuerenewal
AT momtahanl anintegrativecomputationalmodelforintestinaltissuerenewal
AT pathmanathanp anintegrativecomputationalmodelforintestinaltissuerenewal
AT whiteleyj anintegrativecomputationalmodelforintestinaltissuerenewal
AT chapmans anintegrativecomputationalmodelforintestinaltissuerenewal
AT gavaghand anintegrativecomputationalmodelforintestinaltissuerenewal
AT jenseno anintegrativecomputationalmodelforintestinaltissuerenewal
AT kingj anintegrativecomputationalmodelforintestinaltissuerenewal
AT mainip anintegrativecomputationalmodelforintestinaltissuerenewal
AT waterss anintegrativecomputationalmodelforintestinaltissuerenewal
AT byrneh anintegrativecomputationalmodelforintestinaltissuerenewal
AT leeuweni integrativecomputationalmodelforintestinaltissuerenewal
AT miramsg integrativecomputationalmodelforintestinaltissuerenewal
AT waltera integrativecomputationalmodelforintestinaltissuerenewal
AT fletchera integrativecomputationalmodelforintestinaltissuerenewal
AT murrayp integrativecomputationalmodelforintestinaltissuerenewal
AT osbornej integrativecomputationalmodelforintestinaltissuerenewal
AT varmas integrativecomputationalmodelforintestinaltissuerenewal
AT youngs integrativecomputationalmodelforintestinaltissuerenewal
AT cooperj integrativecomputationalmodelforintestinaltissuerenewal
AT doyleb integrativecomputationalmodelforintestinaltissuerenewal
AT pittfrancisj integrativecomputationalmodelforintestinaltissuerenewal
AT momtahanl integrativecomputationalmodelforintestinaltissuerenewal
AT pathmanathanp integrativecomputationalmodelforintestinaltissuerenewal
AT whiteleyj integrativecomputationalmodelforintestinaltissuerenewal
AT chapmans integrativecomputationalmodelforintestinaltissuerenewal
AT gavaghand integrativecomputationalmodelforintestinaltissuerenewal
AT jenseno integrativecomputationalmodelforintestinaltissuerenewal
AT kingj integrativecomputationalmodelforintestinaltissuerenewal
AT mainip integrativecomputationalmodelforintestinaltissuerenewal
AT waterss integrativecomputationalmodelforintestinaltissuerenewal
AT byrneh integrativecomputationalmodelforintestinaltissuerenewal