Evidence map›Paper›PMID 37791818›Full record

ArticleCancer research2023

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

Daria Miroshnychenko, Tatiana Miti, Pragya Kumar, Anna Miller, Mark Laurie, Nathalia Giraldo, Marilyn M Bui, Philipp M Altrock, David Basanta, Andriy Marusyk

Open access · hybridAbstract read
In one paragraph

Article in Cancer research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
4.2field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed, 19 citations in OpenAlex.

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  9. Resistance to neoadjuvant chemotherapy in breast cancers: a metabolic perspective.Journal of experimental & clinical cancer research : CR · 2025
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 2 countries.

Daria Miroshnychenko *Department of Metabolism and Physiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0001-6425-5000
Tatiana Miti *Department of Integrated Mathematical Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0001-6842-8036
Pragya Kumar *Department of Metabolism and Physiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0009-0007-7360-1631
Anna MillerDepartment of Integrated Mathematical Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-3099-1648
Mark LaurieDepartment of Metabolism and Physiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0001-6042-2094
Nathalia GiraldoDepartment of Metabolism and Physiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0009-0008-8158-2626
Marilyn M BuiDepartment of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-4963-2255
Philipp M AltrockDepartment of Theoretical Biology, Max Planck Institute for Evolutionary Biology, Ploen, Schleswig-Holstein, Germany.ORCID 0000-0001-7731-3345
David Basanta *Department of Integrated Mathematical Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-8527-0776
Andriy Marusyk *Department of Metabolism and Physiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-0087-9575
Moffitt Cancer Center · USUniversity of South Florida · USMax Planck Institute for Evolutionary Biology · DE

Funding

TRANSLATIONAL RESEARCHP30CA076292 · NCI · UNIVERSITY OF SOUTH FLORIDA · PI Christine O'Connell · 1998 to 2026
$93.5M
Exploiting Ecology and Evolution to Prevent Therapy Resistance in EGFR-Driven Lung CancerR37CA244613 · NCI · CLEVELAND CLINIC LERNER COM-CWRU · PI Jacob Gardinier Scott · 2020 to 2026
$4.0M
Extending experimental evolutionary game theory in cancer in vivo to enable clinical translation: integrating spatio-temporal dynamics using mathematical modelingU01CA280829 · NCI · CLEVELAND CLINIC LERNER COM-CWRU · PI Andriy Marusyk, Jacob Gardinier Scott · 2023 to 2026
$2.6M
NCI NIH HHS P30 CA076292NCI NIH HHS R37 CA244613NCI NIH HHS U01 CA280829
6 · The paper itself

Abstract

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.

Indexed as

Drug Resistance, NeoplasmTriple Negative Breast NeoplasmsCell Line, TumorCell ProliferationFibroblastsHumansStromal Cells

Identifiers

PMID37791818
PMCPMC10646478
OpenAlexW4387326449

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.