Cargando…

Stroma-Mediated Breast Cancer Cell Proliferation Indirectly Drives Chemoresistance by Accelerating Tumor Recovery between Chemotherapy Cycles

The ability of tumors to survive therapy reflects both cell-intrinsic and microenvironmental mechanisms. Across many cancers, including triple-negative breast cancer (TNBC), a high stroma/tumor ratio correlates with poor survival. In many contexts, this correlation can be explained by the direct red...

Descripción completa

Detalles Bibliográficos
Autores principales: Miroshnychenko, Daria, Miti, Tatiana, Kumar, Pragya, Miller, Anna, Laurie, Mark, Giraldo, Nathalia, Bui, Marilyn M., Altrock, Philipp M., Basanta, David, Marusyk, Andriy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for Cancer Research 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646478/
https://www.ncbi.nlm.nih.gov/pubmed/37791818
http://dx.doi.org/10.1158/0008-5472.CAN-23-0398
_version_ 1785147450752761856
author Miroshnychenko, Daria
Miti, Tatiana
Kumar, Pragya
Miller, Anna
Laurie, Mark
Giraldo, Nathalia
Bui, Marilyn M.
Altrock, Philipp M.
Basanta, David
Marusyk, Andriy
author_facet Miroshnychenko, Daria
Miti, Tatiana
Kumar, Pragya
Miller, Anna
Laurie, Mark
Giraldo, Nathalia
Bui, Marilyn M.
Altrock, Philipp M.
Basanta, David
Marusyk, Andriy
author_sort Miroshnychenko, Daria
collection PubMed
description The ability of tumors to survive therapy reflects both cell-intrinsic and microenvironmental mechanisms. Across many cancers, including triple-negative breast cancer (TNBC), a high stroma/tumor ratio correlates with poor survival. In many contexts, this correlation can be explained by the direct reduction of therapy sensitivity induced by stroma-produced paracrine factors. We sought to explore whether this direct effect contributes to the link between stroma and poor responses to chemotherapies. In vitro studies with panels of TNBC cell line models and stromal isolates failed to detect a direct modulation of chemoresistance. At the same time, consistent with prior studies, fibroblast-produced secreted factors stimulated treatment-independent enhancement of tumor cell proliferation. Spatial analyses indicated that proximity to stroma is often associated with enhanced tumor cell proliferation in vivo. These observations suggested an indirect link between stroma and chemoresistance, where stroma-augmented proliferation potentiates the recovery of residual tumors between chemotherapy cycles. To evaluate this hypothesis, a spatial agent–based model of stroma impact on proliferation/death dynamics was developed that was quantitatively parameterized using inferences from histologic analyses and experimental studies. The model demonstrated that the observed enhancement of tumor cell proliferation within stroma-proximal niches could enable tumors to avoid elimination over multiple chemotherapy cycles. Therefore, this study supports the existence of an indirect mechanism of environment-mediated chemoresistance that might contribute to the negative correlation between stromal content and poor therapy outcomes. SIGNIFICANCE: Integration of experimental research with mathematical modeling reveals an indirect microenvironmental chemoresistance mechanism by which stromal cells stimulate breast cancer cell proliferation and highlights the importance of consideration of proliferation/death dynamics. See related commentary by Wall and Echeverria, p. 3667
format Online
Article
Text
id pubmed-10646478
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher American Association for Cancer Research
record_format MEDLINE/PubMed
spelling pubmed-106464782023-11-15 Stroma-Mediated Breast Cancer Cell Proliferation Indirectly Drives Chemoresistance by Accelerating Tumor Recovery between Chemotherapy Cycles Miroshnychenko, Daria Miti, Tatiana Kumar, Pragya Miller, Anna Laurie, Mark Giraldo, Nathalia Bui, Marilyn M. Altrock, Philipp M. Basanta, David Marusyk, Andriy Cancer Res Cancer Biology The ability of tumors to survive therapy reflects both cell-intrinsic and microenvironmental mechanisms. Across many cancers, including triple-negative breast cancer (TNBC), a high stroma/tumor ratio correlates with poor survival. In many contexts, this correlation can be explained by the direct reduction of therapy sensitivity induced by stroma-produced paracrine factors. We sought to explore whether this direct effect contributes to the link between stroma and poor responses to chemotherapies. In vitro studies with panels of TNBC cell line models and stromal isolates failed to detect a direct modulation of chemoresistance. At the same time, consistent with prior studies, fibroblast-produced secreted factors stimulated treatment-independent enhancement of tumor cell proliferation. Spatial analyses indicated that proximity to stroma is often associated with enhanced tumor cell proliferation in vivo. These observations suggested an indirect link between stroma and chemoresistance, where stroma-augmented proliferation potentiates the recovery of residual tumors between chemotherapy cycles. To evaluate this hypothesis, a spatial agent–based model of stroma impact on proliferation/death dynamics was developed that was quantitatively parameterized using inferences from histologic analyses and experimental studies. The model demonstrated that the observed enhancement of tumor cell proliferation within stroma-proximal niches could enable tumors to avoid elimination over multiple chemotherapy cycles. Therefore, this study supports the existence of an indirect mechanism of environment-mediated chemoresistance that might contribute to the negative correlation between stromal content and poor therapy outcomes. SIGNIFICANCE: Integration of experimental research with mathematical modeling reveals an indirect microenvironmental chemoresistance mechanism by which stromal cells stimulate breast cancer cell proliferation and highlights the importance of consideration of proliferation/death dynamics. See related commentary by Wall and Echeverria, p. 3667 American Association for Cancer Research 2023-11-15 2023-10-04 /pmc/articles/PMC10646478/ /pubmed/37791818 http://dx.doi.org/10.1158/0008-5472.CAN-23-0398 Text en ©2023 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license.
spellingShingle Cancer Biology
Miroshnychenko, Daria
Miti, Tatiana
Kumar, Pragya
Miller, Anna
Laurie, Mark
Giraldo, Nathalia
Bui, Marilyn M.
Altrock, Philipp M.
Basanta, David
Marusyk, Andriy
Stroma-Mediated Breast Cancer Cell Proliferation Indirectly Drives Chemoresistance by Accelerating Tumor Recovery between Chemotherapy Cycles
title Stroma-Mediated Breast Cancer Cell Proliferation Indirectly Drives Chemoresistance by Accelerating Tumor Recovery between Chemotherapy Cycles
title_full Stroma-Mediated Breast Cancer Cell Proliferation Indirectly Drives Chemoresistance by Accelerating Tumor Recovery between Chemotherapy Cycles
title_fullStr Stroma-Mediated Breast Cancer Cell Proliferation Indirectly Drives Chemoresistance by Accelerating Tumor Recovery between Chemotherapy Cycles
title_full_unstemmed Stroma-Mediated Breast Cancer Cell Proliferation Indirectly Drives Chemoresistance by Accelerating Tumor Recovery between Chemotherapy Cycles
title_short Stroma-Mediated Breast Cancer Cell Proliferation Indirectly Drives Chemoresistance by Accelerating Tumor Recovery between Chemotherapy Cycles
title_sort stroma-mediated breast cancer cell proliferation indirectly drives chemoresistance by accelerating tumor recovery between chemotherapy cycles
topic Cancer Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646478/
https://www.ncbi.nlm.nih.gov/pubmed/37791818
http://dx.doi.org/10.1158/0008-5472.CAN-23-0398
work_keys_str_mv AT miroshnychenkodaria stromamediatedbreastcancercellproliferationindirectlydriveschemoresistancebyacceleratingtumorrecoverybetweenchemotherapycycles
AT mititatiana stromamediatedbreastcancercellproliferationindirectlydriveschemoresistancebyacceleratingtumorrecoverybetweenchemotherapycycles
AT kumarpragya stromamediatedbreastcancercellproliferationindirectlydriveschemoresistancebyacceleratingtumorrecoverybetweenchemotherapycycles
AT milleranna stromamediatedbreastcancercellproliferationindirectlydriveschemoresistancebyacceleratingtumorrecoverybetweenchemotherapycycles
AT lauriemark stromamediatedbreastcancercellproliferationindirectlydriveschemoresistancebyacceleratingtumorrecoverybetweenchemotherapycycles
AT giraldonathalia stromamediatedbreastcancercellproliferationindirectlydriveschemoresistancebyacceleratingtumorrecoverybetweenchemotherapycycles
AT buimarilynm stromamediatedbreastcancercellproliferationindirectlydriveschemoresistancebyacceleratingtumorrecoverybetweenchemotherapycycles
AT altrockphilippm stromamediatedbreastcancercellproliferationindirectlydriveschemoresistancebyacceleratingtumorrecoverybetweenchemotherapycycles
AT basantadavid stromamediatedbreastcancercellproliferationindirectlydriveschemoresistancebyacceleratingtumorrecoverybetweenchemotherapycycles
AT marusykandriy stromamediatedbreastcancercellproliferationindirectlydriveschemoresistancebyacceleratingtumorrecoverybetweenchemotherapycycles