Metabolic Signatures of Breast Cancer Subtypes and the Metabolic Impact of Chemotherapy
<b>Background/Objectives</b>: Breast cancer is a prevalent and heterogeneous disease with multiple subtypes, which are defined by characteristics such as molecular biomarkers and metastatic status. This study aimed to profile the metabolic activity of various breast cancer subtypes, both with and without chemotherapy (doxorubicin) application. <b>Methods</b>: Six human breast cell lines were evaluated, two non-tumorigenic controls and four cancerous lines. The cancer lines were clustered as primary-derived, metastasis-derived, triple-negative (TNBC), and strong hormone receptor-positive (ER+/PR+) and analyzed using the Biolog phenotype mammalian microarrays (PM-M1 to PM-M8) to assess metabolic activity via NADH production under a wide array of substrate parameters. <b>Results</b>: Unique metabolic profiles emerged across the subtypes and clusters; the TNBC and metastatic cells demonstrated enhanced utilization of glycolytic and anaerobic substrates consistent with the Warburg effect. The ER+/PR+ cells showed heightened glucose utilization and unique sensitivity to metabolic effectors and doxorubicin. Additionally, significant metabolic differences were observed in nucleoside and amino acid utilization between cancer and control cells, particularly in metastatic and TNBC lines. <b>Conclusions</b>: Our findings reveal the profound metabolic diversity among breast cancer subtypes and highlight distinct substrate dependencies for proliferation. The results additionally provide a framework for developing metabolic biomarkers and targeted therapies for chemotherapy resistance in breast cancer subtypes.
Authors
- Diana Ivankovic
- Alex Fiorentino
- Ki Y. Chung (ORCID: https://orcid.org/0000-0001-6586-2013)
- Brooklyn Pace
- Ethan Wilson
- Ludovico Abenavoli (ORCID: https://orcid.org/0000-0002-5922-1524)
- Christopher Farrell (ORCID: https://orcid.org/0000-0002-3672-3492)
- A. Broom
- Zoe Vickery
- Lauren E. Baskin
- Luigi Boccuto
- Eric Blanchard
- Hakon Hakonarson
- Sydney McCune
- Sydney Clark
- Jillian Spencer
- Aubrey Mattingly
- W. Jeffery Edenfield
Institutions
- Prisma Health (US)
- Children's Hospital of Philadelphia (US)
- The University of Texas MD Anderson Cancer Center (US)
- Anderson University - Indiana (US)
- Magna Graecia University (IT)
- Anderson University - South Carolina (US)
- Clemson University (US)
Publication Details
- Journal
- Metabolites
- Published
- 2026-01-08
- DOI
- https://doi.org/10.3390/metabo16010054
- Primary Topic
- Cancer, Hypoxia, and Metabolism
- Type
- article
- Field-Weighted Citation Impact
- 0.00