Circulating Immune-Related Biomarkers in Egyptian Women with Early Breast Cancer: An Exploratory Case–Control Study Across IHC-Defined Clinicopathological Subgroups

Background: Breast cancer (BC) progression depends on immune dysregulation and complex interactions between tumor cells and host immune components. Soluble immune checkpoints, growth factors, chemokines, and cytokines are promising circulating biomarkers; however, their clinical relevance across IHC-defined clinicopathological subgroups in Egyptian BC patients remains poorly characterized. Methods: Seventy Egyptian women with pathologically confirmed early-stage BC and 20 healthy controls were recruited for this case–control study. Patients were classified into IHC-defined clinicopathological groups. Eleven circulating proteins (ICOSLG, LAG-3, TIM-3, TNFRSF-14 (HVEM), FGF-21, M-CSF, CX3CR1, CCL5, CX3CL1/fractalkine, IFN-A2A, and TGF-β1) were quantified by sandwich ELISA. Associations with IHC-defined clinicopathological subgroups was assessed using univariate and multivariate analyses. Biomarker performance was assessed by receiver operating characteristic (ROC) analysis and heatmaps. Results: The cohort comprised Luminal A-like (n = 20), Luminal-HER2-like (n = 18), Luminal B-like (n = 16), HER2-positive (n = 9), and TNBC (n = 7) groups. BC cases had significantly higher circulating levels of ICOSLG, TIM-3, FGF-21, M-CSF, CX3CR1, CCL5, CX3CL1/fractalkine, TGF-β1, and TNFRSF-14 (HVEM), and significantly lower levels of LAG-3 than healthy controls (all p < 0.05). Statistically significant subtype-related differences were observed for ICOSLG, LAG-3, FGF-21, M-CSF, CX3CL1/fractalkine, TGF-β1, and TNFRSF-14 (HVEM). In multivariate logistic regression, Spearman rank correlation analysis confirmed that CX3CL1/fractalkine and TNFRSF-14 (HVEM) were independently associated with IHC-defined clinicopathological subgroups and can distinguish Luminal-HER2 BC from the Luminal A subtype [CX3CL1/Fractalkine: AUC of 0.789 (95% CI: 0.643–0.935), p = 0.002; TNFRSF-14 (HVEM): AUC of 0.858 (95% CI: 0.735–0.981), p < 0.001). For HER2 positivity, a combined LAG-3/CCL5 ROC for HER2-positive vs. HER2-negative was yielded AUC = 0.775 (95% CI: 0.659–0.882). Conclusions: Early BC appears to trigger significant systemic immune dysregulation, marked by altered circulating levels of immune checkpoints, inflammatory mediators, and growth factors. CX3CL1/fractalkine and TNFRSF-14 (HVEM) can independently discriminate Luminal-HER2 BC from the Luminal A subtype and may serve as potential biomarkers for disease stratification and precision immuno-oncology.

Authors

Institutions

Publication Details

Journal
Cells
Published
2026-10-12
DOI
https://doi.org/10.3390/cells15201849
Primary Topic
Breast Cancer Treatment Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Circulating Immune-Related Biomarkers in Egyptian Women with Early Breast Cancer: An Exploratory Case–Control Study Across IHC-Defined Clinicopathological Subgroups

Borros Michael Arneth, Asmaa A. El Leithy, Auhood Abdel-Monem Nassar, Hussein Sabit et al.
Cells
Breast Cancer Treatment Studies
article

Circulating Immune-Related Biomarkers in Egyptian Women with Early Breast Cancer: An Exploratory Case–Control Study Across IHC-Defined Clinicopathological Subgroups

Borros Michael Arneth, Asmaa A. El Leithy, Auhood Abdel-Monem Nassar, Hussein Sabit, Rania Abdulmonem A. L. Najar, Rania Zaki
article en

Abstract

Background: Breast cancer (BC) progression depends on immune dysregulation and complex interactions between tumor cells and host immune components. Soluble immune checkpoints, growth factors, chemokines, and cytokines are promising circulating biomarkers; however, their clinical relevance across IHC-defined clinicopathological subgroups in Egyptian BC patients remains poorly characterized. Methods: Seventy Egyptian women with pathologically confirmed early-stage BC and 20 healthy controls were recruited for this case–control study. Patients were classified into IHC-defined clinicopathological groups. Eleven circulating proteins (ICOSLG, LAG-3, TIM-3, TNFRSF-14 (HVEM), FGF-21, M-CSF, CX3CR1, CCL5, CX3CL1/fractalkine, IFN-A2A, and TGF-β1) were quantified by sandwich ELISA. Associations with IHC-defined clinicopathological subgroups was assessed using univariate and multivariate analyses. Biomarker performance was assessed by receiver operating characteristic (ROC) analysis and heatmaps. Results: The cohort comprised Luminal A-like (n = 20), Luminal-HER2-like (n = 18), Luminal B-like (n = 16), HER2-positive (n = 9), and TNBC (n = 7) groups. BC cases had significantly higher circulating levels of ICOSLG, TIM-3, FGF-21, M-CSF, CX3CR1, CCL5, CX3CL1/fractalkine, TGF-β1, and TNFRSF-14 (HVEM), and significantly lower levels of LAG-3 than healthy controls (all p < 0.05). Statistically significant subtype-related differences were observed for ICOSLG, LAG-3, FGF-21, M-CSF, CX3CL1/fractalkine, TGF-β1, and TNFRSF-14 (HVEM). In multivariate logistic regression, Spearman rank correlation analysis confirmed that CX3CL1/fractalkine and TNFRSF-14 (HVEM) were independently associated with IHC-defined clinicopathological subgroups and can distinguish Luminal-HER2 BC from the Luminal A subtype [CX3CL1/Fractalkine: AUC of 0.789 (95% CI: 0.643–0.935), p = 0.002; TNFRSF-14 (HVEM): AUC of 0.858 (95% CI: 0.735–0.981), p < 0.001). For HER2 positivity, a combined LAG-3/CCL5 ROC for HER2-positive vs. HER2-negative was yielded AUC = 0.775 (95% CI: 0.659–0.882). Conclusions: Early BC appears to trigger significant systemic immune dysregulation, marked by altered circulating levels of immune checkpoints, inflammatory mediators, and growth factors. CX3CL1/fractalkine and TNFRSF-14 (HVEM) can independently discriminate Luminal-HER2 BC from the Luminal A subtype and may serve as potential biomarkers for disease stratification and precision immuno-oncology.

CellsVol. 15(20)
Cairo University (EG), Misr University for Science and Technology (EG), Justus-Liebig-Universität Gießen (DE), Universitätsklinikum Gießen und Marburg (DE), Children Cancer Hospital (EG)
Openalex Percentile: Top 18%
Breast Cancer Treatment Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.