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Increased prevalence of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer

Publication ,  Journal Article
Sahoo, S; Ramu, S; Nair, MG; Pillai, M; San Juan, BP; Milioli, HZ; Mandal, S; Naidu, CM; Mavatkar, AD; Subramaniam, H; Neogi, AG; Chaffer, CL ...
Published in: iScience
July 19, 2024

Intra-tumoral phenotypic heterogeneity promotes tumor relapse and therapeutic resistance and remains an unsolved clinical challenge. Decoding the interconnections among different biological axes of plasticity is crucial to understand the molecular origins of phenotypic heterogeneity. Here, we use multi-modal transcriptomic data—bulk, single-cell, and spatial transcriptomics—from breast cancer cell lines and primary tumor samples, to identify associations between epithelial-mesenchymal transition (EMT) and luminal-basal plasticity—two key processes that enable heterogeneity. We show that luminal breast cancer strongly associates with an epithelial cell state, but basal breast cancer is associated with hybrid epithelial/mesenchymal phenotype(s) and higher phenotypic heterogeneity. Mathematical modeling of core underlying gene regulatory networks representative of the crosstalk between the luminal-basal and epithelial-mesenchymal axes elucidate mechanistic underpinnings of the observed associations from transcriptomic data. Our systems-based approach integrating multi-modal data analysis with mechanism-based modeling offers a predictive framework to characterize intra-tumor heterogeneity and identify interventions to restrict it.

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Published In

iScience

DOI

EISSN

2589-0042

Publication Date

July 19, 2024

Volume

27

Issue

7
 

Citation

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Sahoo, S., Ramu, S., Nair, M. G., Pillai, M., San Juan, B. P., Milioli, H. Z., … Jolly, M. K. (2024). Increased prevalence of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer. IScience, 27(7). https://doi.org/10.1016/j.isci.2024.110116
Sahoo, S., S. Ramu, M. G. Nair, M. Pillai, B. P. San Juan, H. Z. Milioli, S. Mandal, et al. “Increased prevalence of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer.” IScience 27, no. 7 (July 19, 2024). https://doi.org/10.1016/j.isci.2024.110116.
Sahoo S, Ramu S, Nair MG, Pillai M, San Juan BP, Milioli HZ, et al. Increased prevalence of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer. iScience. 2024 Jul 19;27(7).
Sahoo, S., et al. “Increased prevalence of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer.” IScience, vol. 27, no. 7, July 2024. Scopus, doi:10.1016/j.isci.2024.110116.
Sahoo S, Ramu S, Nair MG, Pillai M, San Juan BP, Milioli HZ, Mandal S, Naidu CM, Mavatkar AD, Subramaniam H, Neogi AG, Chaffer CL, Prabhu JS, Somarelli JA, Jolly MK. Increased prevalence of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer. iScience. 2024 Jul 19;27(7).
Journal cover image

Published In

iScience

DOI

EISSN

2589-0042

Publication Date

July 19, 2024

Volume

27

Issue

7