Dissecting Morphological and Functional Dynamics of Non‐Tumorigenic and Triple‐Negative Breast Cancer Cell Lines Using <scp>PCA</scp> and t‐<scp>SNE</scp> Analysis

The profound differences in cellular dynamics between MCF10A and MDA-MB-231 cell lines underscore the unique adaptive mechanisms of TNBC cells. Our study provides valuable insights into the cellular foundations of TNBC aggressiveness, offering a foundation for future research aimed at understanding the mechanistic underpinnings of TNBC progression and therapeutic targeting.

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Publication Details

Journal
Cancer Reports
Published
2025-06-27
DOI
https://doi.org/10.1002/cnr2.70257
Citations
3
Primary Topic
Cell Image Analysis Techniques
Type
article
Field-Weighted Citation Impact
4.90

Funders

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article

Dissecting Morphological and Functional Dynamics of Non‐Tumorigenic and Triple‐Negative Breast Cancer Cell Lines Using PCA and t‐SNE Analysis

Besa Xhabija, Yazan A. Almahdi, Aidan J. McLaughlin, Eva R. Schwark
3 citations
Cancer Reports
Cell Image Analysis Techniques
4.90
article

Dissecting Morphological and Functional Dynamics of Non‐Tumorigenic and Triple‐Negative Breast Cancer Cell Lines Using PCA and t‐SNE Analysis

Besa Xhabija, Yazan A. Almahdi, Aidan J. McLaughlin, Eva R. Schwark
article en
3 citations

Abstract

The profound differences in cellular dynamics between MCF10A and MDA-MB-231 cell lines underscore the unique adaptive mechanisms of TNBC cells. Our study provides valuable insights into the cellular foundations of TNBC aggressiveness, offering a foundation for future research aimed at understanding the mechanistic underpinnings of TNBC progression and therapeutic targeting.

Cancer ReportsVol. 8(7)
University of Michigan–Dearborn (US)
University of Michigan-Dearborn
Good health and well-being
Openalex Percentile: Top 5%
Cell Image Analysis Techniques
4.90
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