Skip to main content
Top
Published in: Breast Cancer Research 1/2024

Open Access 01-12-2024 | Breast Cancer | Research

Targeting tumor–stromal interactions in triple-negative breast cancer using a human vascularized micro-tumor model

Authors: Stephanie J. Hachey, Christopher J. Hatch, Daniela Gaebler, Aneela Mocherla, Kevin Nee, Kai Kessenbrock, Christopher C. W. Hughes

Published in: Breast Cancer Research | Issue 1/2024

Login to get access

Abstract

Triple-negative breast cancer (TNBC) is highly aggressive with limited available treatments. Stromal cells in the tumor microenvironment (TME) are crucial in TNBC progression; however, understanding the molecular basis of stromal cell activation and tumor–stromal crosstalk in TNBC is limited. To investigate therapeutic targets in the TNBC stromal niche, we used an advanced human in vitro microphysiological system called the vascularized micro-tumor (VMT). Using single-cell RNA sequencing, we revealed that normal breast tissue stromal cells activate neoplastic signaling pathways in the TNBC TME. By comparing interactions in VMTs with clinical data, we identified therapeutic targets at the tumor–stromal interface with potential clinical significance. Combining treatments targeting Tie2 signaling with paclitaxel resulted in vessel normalization and increased efficacy of paclitaxel in the TNBC VMT. Dual inhibition of HER3 and Akt also showed efficacy against TNBC. These data demonstrate the potential of inducing a favorable TME as a targeted therapeutic approach in TNBC.
Appendix
Available only for authorised users
Literature
4.
go back to reference Lin NU, et al. Clinicopathologic features, patterns of recurrence, and survival among women with triple-negative breast cancer in the national comprehensive cancer network. Cancer. 2012;118:5463–72.CrossRefPubMed Lin NU, et al. Clinicopathologic features, patterns of recurrence, and survival among women with triple-negative breast cancer in the national comprehensive cancer network. Cancer. 2012;118:5463–72.CrossRefPubMed
11.
12.
go back to reference Wang M, et al. Identification of cancer-associated fibroblast subtype of triple-negative breast cancer. J Oncol. 2022;2022:1–14. Wang M, et al. Identification of cancer-associated fibroblast subtype of triple-negative breast cancer. J Oncol. 2022;2022:1–14.
14.
17.
go back to reference Hachey SJ, et al. A human vascularized microtumor model of patient-derived colorectal cancer recapitulates clinical disease. Transl Res. 2022;255:97–108.CrossRefPubMedPubMedCentral Hachey SJ, et al. A human vascularized microtumor model of patient-derived colorectal cancer recapitulates clinical disease. Transl Res. 2022;255:97–108.CrossRefPubMedPubMedCentral
21.
go back to reference Zhang L, Nie Q. scMC learns biological variation through the alignment of multiple single-cell genomics datasets. Genome Biol. 2021;22:1–28.CrossRef Zhang L, Nie Q. scMC learns biological variation through the alignment of multiple single-cell genomics datasets. Genome Biol. 2021;22:1–28.CrossRef
29.
go back to reference Osta WA, et al. EpCAM is overexpressed in breast cancer and is a potential target for breast cancer gene therapy. Cancer Res. 2004;64:5818–24.CrossRefPubMed Osta WA, et al. EpCAM is overexpressed in breast cancer and is a potential target for breast cancer gene therapy. Cancer Res. 2004;64:5818–24.CrossRefPubMed
35.
go back to reference Yu G, Wang LG, Han Y, He QY. ClusterProfiler: an R package for comparing biological themes among gene clusters. OMICS J Integr Biol. 2012;16:284–7.CrossRef Yu G, Wang LG, Han Y, He QY. ClusterProfiler: an R package for comparing biological themes among gene clusters. OMICS J Integr Biol. 2012;16:284–7.CrossRef
38.
go back to reference Geldhof V, et al. Single cell atlas identifies lipid-processing and immunomodulatory endothelial cells in healthy and malignant breast. Nat Commun. 2022;13:5511.CrossRefPubMedPubMedCentral Geldhof V, et al. Single cell atlas identifies lipid-processing and immunomodulatory endothelial cells in healthy and malignant breast. Nat Commun. 2022;13:5511.CrossRefPubMedPubMedCentral
39.
go back to reference Lin Y, et al. ScMerge leverages factor analysis, stable expression, and pseudoreplication to merge multiple single-cell RNA-seq datasets. Proc Natl Acad Sci USA. 2019;116:9775–84.CrossRefPubMedPubMedCentral Lin Y, et al. ScMerge leverages factor analysis, stable expression, and pseudoreplication to merge multiple single-cell RNA-seq datasets. Proc Natl Acad Sci USA. 2019;116:9775–84.CrossRefPubMedPubMedCentral
42.
go back to reference Li G, Sachdev U, Peters K, Liang X, Lotze MT. The VE-PTP inhibitor AKB-9778 improves anti-tumor activity and diminishes the toxicity of interleukin 2 (IL-2) administration. J Immunother (Hagerstown, Md: 1997). 2019;42:237. Li G, Sachdev U, Peters K, Liang X, Lotze MT. The VE-PTP inhibitor AKB-9778 improves anti-tumor activity and diminishes the toxicity of interleukin 2 (IL-2) administration. J Immunother (Hagerstown, Md: 1997). 2019;42:237.
46.
go back to reference Ogden A, et al. Combined HER3-EGFR score in triple-negative breast cancer provides prognostic and predictive significance superior to individual biomarkers. Sci Rep. 2020;10:3009.CrossRefPubMedPubMedCentral Ogden A, et al. Combined HER3-EGFR score in triple-negative breast cancer provides prognostic and predictive significance superior to individual biomarkers. Sci Rep. 2020;10:3009.CrossRefPubMedPubMedCentral
51.
52.
go back to reference Cazet AS, et al. Targeting stromal remodeling and cancer stem cell plasticity overcomes chemoresistance in triple negative breast cancer. Nat Commun. 2018;9:2897.CrossRefPubMedPubMedCentral Cazet AS, et al. Targeting stromal remodeling and cancer stem cell plasticity overcomes chemoresistance in triple negative breast cancer. Nat Commun. 2018;9:2897.CrossRefPubMedPubMedCentral
55.
go back to reference Hirai H, et al. MK-2206, an allosteric Akt inhibitor, enhances antitumor efficacy by standard chemotherapeutic agents or molecular targeted drugs in vitro and in vivo. Mol Cancer Ther. 2010;9:1956–67.CrossRefPubMed Hirai H, et al. MK-2206, an allosteric Akt inhibitor, enhances antitumor efficacy by standard chemotherapeutic agents or molecular targeted drugs in vitro and in vivo. Mol Cancer Ther. 2010;9:1956–67.CrossRefPubMed
56.
go back to reference Tao JJ, et al. Antagonism of EGFR and HER3 enhances the response to inhibitors of the PI3K-Akt pathway in triple-negative breast cancer. Sci Signal. 2014;7:1–10.CrossRef Tao JJ, et al. Antagonism of EGFR and HER3 enhances the response to inhibitors of the PI3K-Akt pathway in triple-negative breast cancer. Sci Signal. 2014;7:1–10.CrossRef
60.
go back to reference Hachey SJ, Gaebler D, Hughes CCW. Establishing a physiologic human vascularized micro-tumor model for cancer research. J Vis Exp. 2023;199:e65865. Hachey SJ, Gaebler D, Hughes CCW. Establishing a physiologic human vascularized micro-tumor model for cancer research. J Vis Exp. 2023;199:e65865.
65.
go back to reference McGinnis CS, Murrow LM, Gartner ZJ. DoubletFinder: Doublet detection in single-cell RNA sequencing data using artificial nearest neighbors. Cell Syst. 2019;8:329–37.CrossRefPubMedPubMedCentral McGinnis CS, Murrow LM, Gartner ZJ. DoubletFinder: Doublet detection in single-cell RNA sequencing data using artificial nearest neighbors. Cell Syst. 2019;8:329–37.CrossRefPubMedPubMedCentral
69.
go back to reference Gaudet P, et al. The gene ontology’s reference genome project: a unified framework for functional annotation across species. PLoS Comput Biol. 2009;5:e1000431.CrossRef Gaudet P, et al. The gene ontology’s reference genome project: a unified framework for functional annotation across species. PLoS Comput Biol. 2009;5:e1000431.CrossRef
70.
72.
go back to reference Coombes KR, Brock G, Abrams ZB, Abruzzo LV. Polychrome: creating and assessing qualitative palettes with many colors. J Stat Softw Code Snippets. 2019;90:1–23. Coombes KR, Brock G, Abrams ZB, Abruzzo LV. Polychrome: creating and assessing qualitative palettes with many colors. J Stat Softw Code Snippets. 2019;90:1–23.
Metadata
Title
Targeting tumor–stromal interactions in triple-negative breast cancer using a human vascularized micro-tumor model
Authors
Stephanie J. Hachey
Christopher J. Hatch
Daniela Gaebler
Aneela Mocherla
Kevin Nee
Kai Kessenbrock
Christopher C. W. Hughes
Publication date
01-12-2024
Publisher
BioMed Central
Published in
Breast Cancer Research / Issue 1/2024
Electronic ISSN: 1465-542X
DOI
https://doi.org/10.1186/s13058-023-01760-y

Other articles of this Issue 1/2024

Breast Cancer Research 1/2024 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine