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The role of cell lysis and matrix deposition in tumor growth modeling
Background The multiphase model for tumor growth, proposed by the authors in previous works, is here enhanced. The original model includes a solid phase, the extracellular matrix (ECM) and three fluid phases: living and necrotic tumor cells (TCs), host cells (HCs), and the interstitial fluid (IF). M...
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Published in: | Advanced modeling and simulation in engineering sciences 2015-08, Vol.2 (1), p.1-26, Article 19 |
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container_title | Advanced modeling and simulation in engineering sciences |
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creator | Santagiuliana, R Stigliano, C Mascheroni, P Ferrari, M Decuzzi, P Schrefler, B A |
description | Background
The multiphase model for tumor growth, proposed by the authors in previous works, is here enhanced. The original model includes a solid phase, the extracellular matrix (ECM) and three fluid phases: living and necrotic tumor cells (TCs), host cells (HCs), and the interstitial fluid (IF).
Methods
We introduce the mathematical model for deposition (remodeling) of ECM during the TCs growth, and lysis. Differently from the previous version of the model we take into account that TCs growing in vitro depose their own ECM not present at the beginning. The lysis re-transforms the necrotic cells into IF. The updated mathematical formulation is discretized by means of the finite element method and implemented in a general purpose code.
Results
First we reproduce new experimental data of multicellular tumor spheroid (MTS) growth in vitro. The free boundary conditions used in this simulation together with necrosis and lysis allow following the tumor growth curve up to the final steady-state. The second example, by comparing results of tumor growth in an ECM-free medium and in an ECM remodeling medium highlights how ECM deposition affects tumor growth. In an initially ECM-free medium the tumor is unobstructed and can proliferate more rapidly both without ECM and in case of ECM deposition. The third example shows the effect of lysis: it redirects some tumor cells toward the necrotic core of the MTS and produces outflow of the IF from the tumor mass.
Conclusions
The introduction of lysis and ECM deposition allows capturing different aspects of the avascular tumor growth not yet comprised in the original model: the MTS growth seems to be influenced by ECM deposition and the lysis seems to be a cause of an outflow of the IF from the tumor mass. |
doi_str_mv | 10.1186/s40323-015-0040-x |
format | article |
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The multiphase model for tumor growth, proposed by the authors in previous works, is here enhanced. The original model includes a solid phase, the extracellular matrix (ECM) and three fluid phases: living and necrotic tumor cells (TCs), host cells (HCs), and the interstitial fluid (IF).
Methods
We introduce the mathematical model for deposition (remodeling) of ECM during the TCs growth, and lysis. Differently from the previous version of the model we take into account that TCs growing in vitro depose their own ECM not present at the beginning. The lysis re-transforms the necrotic cells into IF. The updated mathematical formulation is discretized by means of the finite element method and implemented in a general purpose code.
Results
First we reproduce new experimental data of multicellular tumor spheroid (MTS) growth in vitro. The free boundary conditions used in this simulation together with necrosis and lysis allow following the tumor growth curve up to the final steady-state. The second example, by comparing results of tumor growth in an ECM-free medium and in an ECM remodeling medium highlights how ECM deposition affects tumor growth. In an initially ECM-free medium the tumor is unobstructed and can proliferate more rapidly both without ECM and in case of ECM deposition. The third example shows the effect of lysis: it redirects some tumor cells toward the necrotic core of the MTS and produces outflow of the IF from the tumor mass.
Conclusions
The introduction of lysis and ECM deposition allows capturing different aspects of the avascular tumor growth not yet comprised in the original model: the MTS growth seems to be influenced by ECM deposition and the lysis seems to be a cause of an outflow of the IF from the tumor mass.</description><identifier>ISSN: 2213-7467</identifier><identifier>EISSN: 2213-7467</identifier><identifier>DOI: 10.1186/s40323-015-0040-x</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Classical and Continuum Physics ; Computational mechanics and medicine ; Computational Science and Engineering ; Engineering ; Engineering Sciences ; Research Article ; Theoretical and Applied Mechanics</subject><ispartof>Advanced modeling and simulation in engineering sciences, 2015-08, Vol.2 (1), p.1-26, Article 19</ispartof><rights>Santagiuliana et al. 2015</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c280x-5809ffb27400c507c00280f785b037e580bd0fb630ddee2bb4857e101e034a9a3</citedby><cites>FETCH-LOGICAL-c280x-5809ffb27400c507c00280f785b037e580bd0fb630ddee2bb4857e101e034a9a3</cites><orcidid>0000-0002-5615-0062 ; 0000-0002-9989-3675 ; 0000-0001-6050-4188 ; 0000-0002-2447-9365</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://hal.science/hal-04458375$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Santagiuliana, R</creatorcontrib><creatorcontrib>Stigliano, C</creatorcontrib><creatorcontrib>Mascheroni, P</creatorcontrib><creatorcontrib>Ferrari, M</creatorcontrib><creatorcontrib>Decuzzi, P</creatorcontrib><creatorcontrib>Schrefler, B A</creatorcontrib><title>The role of cell lysis and matrix deposition in tumor growth modeling</title><title>Advanced modeling and simulation in engineering sciences</title><addtitle>Adv. Model. and Simul. in Eng. Sci</addtitle><description>Background
The multiphase model for tumor growth, proposed by the authors in previous works, is here enhanced. The original model includes a solid phase, the extracellular matrix (ECM) and three fluid phases: living and necrotic tumor cells (TCs), host cells (HCs), and the interstitial fluid (IF).
Methods
We introduce the mathematical model for deposition (remodeling) of ECM during the TCs growth, and lysis. Differently from the previous version of the model we take into account that TCs growing in vitro depose their own ECM not present at the beginning. The lysis re-transforms the necrotic cells into IF. The updated mathematical formulation is discretized by means of the finite element method and implemented in a general purpose code.
Results
First we reproduce new experimental data of multicellular tumor spheroid (MTS) growth in vitro. The free boundary conditions used in this simulation together with necrosis and lysis allow following the tumor growth curve up to the final steady-state. The second example, by comparing results of tumor growth in an ECM-free medium and in an ECM remodeling medium highlights how ECM deposition affects tumor growth. In an initially ECM-free medium the tumor is unobstructed and can proliferate more rapidly both without ECM and in case of ECM deposition. The third example shows the effect of lysis: it redirects some tumor cells toward the necrotic core of the MTS and produces outflow of the IF from the tumor mass.
Conclusions
The introduction of lysis and ECM deposition allows capturing different aspects of the avascular tumor growth not yet comprised in the original model: the MTS growth seems to be influenced by ECM deposition and the lysis seems to be a cause of an outflow of the IF from the tumor mass.</description><subject>Classical and Continuum Physics</subject><subject>Computational mechanics and medicine</subject><subject>Computational Science and Engineering</subject><subject>Engineering</subject><subject>Engineering Sciences</subject><subject>Research Article</subject><subject>Theoretical and Applied Mechanics</subject><issn>2213-7467</issn><issn>2213-7467</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNp9kD1rwzAQhkVpoSHND-imtYPa05fljCGkTSDQJZ2FbEuJgm0FyWmdf18Hl9Kp0x1373NwD0KPFJ4pzbOXJIAzToBKAiCA9DdowhjlRIlM3f7p79EspSMA0IwLqrIJWu0OFsdQWxwcLm1d4_qSfMKmrXBjuuh7XNlTSL7zocW-xd25CRHvY_jqDrgJla19u39Ad87Uyc5-6hR9vK52yzXZvr9tlostKVkOPZE5zJ0rmBIApQRVAgxzp3JZAFd2WBcVuCLjUFXWsqIQuVSWArXAhZkbPkVP492DqfUp-sbEiw7G6_Viq68zEELmXMlPOmTpmC1jSCla9wtQ0FdtetSmB236qk33A8NGJg3Zdm-jPoZzbIeX_oG-AZY9bug</recordid><startdate>20150808</startdate><enddate>20150808</enddate><creator>Santagiuliana, R</creator><creator>Stigliano, C</creator><creator>Mascheroni, P</creator><creator>Ferrari, M</creator><creator>Decuzzi, P</creator><creator>Schrefler, B A</creator><general>Springer International Publishing</general><general>Springer</general><scope>C6C</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>1XC</scope><scope>VOOES</scope><orcidid>https://orcid.org/0000-0002-5615-0062</orcidid><orcidid>https://orcid.org/0000-0002-9989-3675</orcidid><orcidid>https://orcid.org/0000-0001-6050-4188</orcidid><orcidid>https://orcid.org/0000-0002-2447-9365</orcidid></search><sort><creationdate>20150808</creationdate><title>The role of cell lysis and matrix deposition in tumor growth modeling</title><author>Santagiuliana, R ; Stigliano, C ; Mascheroni, P ; Ferrari, M ; Decuzzi, P ; Schrefler, B A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c280x-5809ffb27400c507c00280f785b037e580bd0fb630ddee2bb4857e101e034a9a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Classical and Continuum Physics</topic><topic>Computational mechanics and medicine</topic><topic>Computational Science and Engineering</topic><topic>Engineering</topic><topic>Engineering Sciences</topic><topic>Research Article</topic><topic>Theoretical and Applied Mechanics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Santagiuliana, R</creatorcontrib><creatorcontrib>Stigliano, C</creatorcontrib><creatorcontrib>Mascheroni, P</creatorcontrib><creatorcontrib>Ferrari, M</creatorcontrib><creatorcontrib>Decuzzi, P</creatorcontrib><creatorcontrib>Schrefler, B A</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>CrossRef</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><jtitle>Advanced modeling and simulation in engineering sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Santagiuliana, R</au><au>Stigliano, C</au><au>Mascheroni, P</au><au>Ferrari, M</au><au>Decuzzi, P</au><au>Schrefler, B A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The role of cell lysis and matrix deposition in tumor growth modeling</atitle><jtitle>Advanced modeling and simulation in engineering sciences</jtitle><stitle>Adv. Model. and Simul. in Eng. Sci</stitle><date>2015-08-08</date><risdate>2015</risdate><volume>2</volume><issue>1</issue><spage>1</spage><epage>26</epage><pages>1-26</pages><artnum>19</artnum><issn>2213-7467</issn><eissn>2213-7467</eissn><abstract>Background
The multiphase model for tumor growth, proposed by the authors in previous works, is here enhanced. The original model includes a solid phase, the extracellular matrix (ECM) and three fluid phases: living and necrotic tumor cells (TCs), host cells (HCs), and the interstitial fluid (IF).
Methods
We introduce the mathematical model for deposition (remodeling) of ECM during the TCs growth, and lysis. Differently from the previous version of the model we take into account that TCs growing in vitro depose their own ECM not present at the beginning. The lysis re-transforms the necrotic cells into IF. The updated mathematical formulation is discretized by means of the finite element method and implemented in a general purpose code.
Results
First we reproduce new experimental data of multicellular tumor spheroid (MTS) growth in vitro. The free boundary conditions used in this simulation together with necrosis and lysis allow following the tumor growth curve up to the final steady-state. The second example, by comparing results of tumor growth in an ECM-free medium and in an ECM remodeling medium highlights how ECM deposition affects tumor growth. In an initially ECM-free medium the tumor is unobstructed and can proliferate more rapidly both without ECM and in case of ECM deposition. The third example shows the effect of lysis: it redirects some tumor cells toward the necrotic core of the MTS and produces outflow of the IF from the tumor mass.
Conclusions
The introduction of lysis and ECM deposition allows capturing different aspects of the avascular tumor growth not yet comprised in the original model: the MTS growth seems to be influenced by ECM deposition and the lysis seems to be a cause of an outflow of the IF from the tumor mass.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><doi>10.1186/s40323-015-0040-x</doi><tpages>26</tpages><orcidid>https://orcid.org/0000-0002-5615-0062</orcidid><orcidid>https://orcid.org/0000-0002-9989-3675</orcidid><orcidid>https://orcid.org/0000-0001-6050-4188</orcidid><orcidid>https://orcid.org/0000-0002-2447-9365</orcidid><oa>free_for_read</oa></addata></record> |
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title | The role of cell lysis and matrix deposition in tumor growth modeling |
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