Digital Whole Slide Image Analysis of Elevated Stromal Content and Extracellular Matrix Protein Expression Predicts Adverse Prognosis in Triple-Negative Breast Cancer

Triple-negative breast cancer (TNBC) is a subtype of breast cancer with a poor prognosis and limited treatment options. This study evaluates the prognostic value of stromal markers in TNBC, focusing on the tumor-stroma ratio (TSR) and overall stroma ratio (OSR) in whole slide images (WSI), as well as the expression of type-I collagen, type-III collagen, and fibrillin-1 on tissue microarrays (TMAs), using both visual assessment and digital image analysis (DIA). A total of 101 female TNBC patients, primarily treated with surgery between 2005 and 2016, were included. We found that high visual OSR correlates with worse overall survival (OS), advanced pN categories, lower stromal tumor-infiltrating lymphocyte count (sTIL), lower mitotic index, and patient age (<i>p</i> < 0.05). TSR showed significant connections to the pN category and mitotic index (<i>p</i> < 0.01). High expression levels of type-I collagen (>45%), type-III collagen (>30%), and fibrillin-1 (>20%) were linked to significantly worse OS (<i>p</i> = 0.004, <i>p</i> = 0.013, and <i>p</i> = 0.005, respectively) and progression-free survival (PFS) (<i>p</i> = 0.028, <i>p</i> = 0.025, and <i>p</i> = 0.002, respectively), validated at the mRNA level. Our results highlight the importance of stromal characteristics in promoting tumor progression and metastasis and that targeting extracellular matrix (ECM) components may offer novel therapeutic strategies. Furthermore, DIA can be more accurate and objective in evaluating TSR, OSR, and immunodetected stromal markers than traditional visual examination.

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Publication Details

Journal
International Journal of Molecular Sciences
Published
2024-08-30
DOI
https://doi.org/10.3390/ijms25179445
Citations
2
Primary Topic
Breast Cancer Treatment Studies
Type
article
Field-Weighted Citation Impact
0.57

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article

Digital Whole Slide Image Analysis of Elevated Stromal Content and Extracellular Matrix Protein Expression Predicts Adverse Prognosis in Triple-Negative Breast Cancer

Zsófia Karancsi, Gábor Cserni, Tibor Krenács, Anna‐Mária Tõkés et al.
2 citations
International Journal of Molecular Sciences
Breast Cancer Treatment Studies
0.57
article

Digital Whole Slide Image Analysis of Elevated Stromal Content and Extracellular Matrix Protein Expression Predicts Adverse Prognosis in Triple-Negative Breast Cancer

Zsófia Karancsi, Gábor Cserni, Tibor Krenács, Anna‐Mária Tõkés, Ágnes Nagy, Janina Kulka, Barbara Gregus, Klementina Fruzsina Szőcs-Trinfa
article en
2 citations

Abstract

Triple-negative breast cancer (TNBC) is a subtype of breast cancer with a poor prognosis and limited treatment options. This study evaluates the prognostic value of stromal markers in TNBC, focusing on the tumor-stroma ratio (TSR) and overall stroma ratio (OSR) in whole slide images (WSI), as well as the expression of type-I collagen, type-III collagen, and fibrillin-1 on tissue microarrays (TMAs), using both visual assessment and digital image analysis (DIA). A total of 101 female TNBC patients, primarily treated with surgery between 2005 and 2016, were included. We found that high visual OSR correlates with worse overall survival (OS), advanced pN categories, lower stromal tumor-infiltrating lymphocyte count (sTIL), lower mitotic index, and patient age (<i>p</i> < 0.05). TSR showed significant connections to the pN category and mitotic index (<i>p</i> < 0.01). High expression levels of type-I collagen (>45%), type-III collagen (>30%), and fibrillin-1 (>20%) were linked to significantly worse OS (<i>p</i> = 0.004, <i>p</i> = 0.013, and <i>p</i> = 0.005, respectively) and progression-free survival (PFS) (<i>p</i> = 0.028, <i>p</i> = 0.025, and <i>p</i> = 0.002, respectively), validated at the mRNA level. Our results highlight the importance of stromal characteristics in promoting tumor progression and metastasis and that targeting extracellular matrix (ECM) components may offer novel therapeutic strategies. Furthermore, DIA can be more accurate and objective in evaluating TSR, OSR, and immunodetected stromal markers than traditional visual examination.

International Journal of Molecular SciencesVol. 25(17)
Semmelweis University (HU), University of Szeged (HU), Bács-Kiskun Megyei Kórház (HU)
Egészségügyi Tudományos Tanács, Medical Research Council
Good health and well-being
Openalex Percentile: Top 32%
Breast Cancer Treatment Studies
0.57
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