CCL5 expression and tumor infiltrating immune cells in triple negative breast cancer.

2017 ◽  
Vol 35 (15_suppl) ◽  
pp. 11553-11553
Author(s):  
Jhajaira Araujo ◽  
Andrea C. Gomez ◽  
Roberto Salgado ◽  
Justin M. Balko ◽  
Alfredo Aguilar ◽  
...  
Keyword(s):  
Breast Cancer ◽  
T Cells ◽  
Triple Negative Breast Cancer ◽  
Immune Cells ◽  
Triple Negative ◽  
Memory T Cells ◽  
Residual Disease ◽  
Univariate Analysis ◽  
Rank Test ◽  
Cd8 Cells

11553 Background: CCL5 is a chemo-attractant of regulatory T cells, promoting tumor immune avoidance and related to a poor outcome in several malignancies; however, in triple negative breast cancer (TNBC), it is related to a better outcome. Our aim was to evaluate the correlation between CCL5 and tumor infiltrating immune cells and their prognosis value. Methods: We evaluated 72 TNBC patients with residual disease after neoadjuvant chemotherapy with matched data of tumor infiltrating lymphocytes (TILs) count and CCL5 expression (profiled with NanoString). CCL5 expression levels were log2 transformed and median centered. Correlation between TILs (log2 transformed) and CCL5 was evaluated with the Spearman’s rank test. Cox PH model was used to investigate the effect of CCL5 (median as cutoff) and TILs ( < 20% and ≥20%) in distant-recurrence free survival. We used the CIBERSORT platform to evaluate the immune cells composition according to the expression of CCL5 (higher vs. lower or equal than median) in 3 independent TNBC datasets (GSE25066, GSE58812 and GSE76124). Results: There was a significant correlation between TILs and residual tumor size (P = 0.017) and CCL5 (ρ = 0.347, P = 0.003). In univariate analysis, TILs (HR = 0.276, 95%IC: 0.128-0.593; P = 0.001) and CCL5 (HR = 0.401; 95%CI: 0.206-0.781; P = 0.007) were both associated with outcome. In a multivariate analysis with CCL5 expression and TILs count, TILs was the only significant marker with a P = 0.008 (HR = 0.336; 95%CI: 0.150-0.753), in contrast to CCL5 (HR = 0.573; 95%CI: 0.285-1.154; P = 0.124). CIBERSORT analysis suggested that high CCL5 expression is associated with recruitment of CD8 cells (13% v 6%, P < 0.001; 6% v 1%, P < 0.001 and 12% v 8%, P = 0.003), activated CD4 memory T cells (4% vs. 2%, P < 0.001; 5% vs. 0%, P < 0.001; 3% vs. 0%, P < 0.001) and Macrophages M1 (9% vs. 7%, P = 0.022; 13% vs. 8%, P = 0.005; 11% vs. 5%, P < 0.001) in GSE25066, GSE58812 and GSE76124 datasets, respectively. Conclusions: TILs was the stronger and more significant prognostic immunological marker, even than CCL5 expression. High CCL5 expression was associated with enrichment of CD8 cells, activated CD4 memory T cells and Macrophages M1. Role of these cells in TNBC should be explored more deeply.

scholarly journals Epigenetic Quantification of Circulating Immune Cells in Peripheral Blood of Triple-Negative Breast Cancer patients

2021 ◽  
Author(s):  
Mehdi Manoochehri ◽  
Thomas Hielscher ◽  
Nasim Borhani ◽  
Clarissa Gerhäuser ◽  
Olivia Fletcher ◽  
...  
Keyword(s):  
Breast Cancer ◽  
T Cells ◽  
Triple Negative Breast Cancer ◽  
Immune Cells ◽  
Triple Negative ◽  
Immune Cell ◽  
Nk Cell ◽  
Cell Type ◽  
Cell Ratio ◽  
Immune Cell Type

Abstract Background: A shift in the proportions of blood immune cells is a hallmark of cancer development. Here, we investigated whether methylation-derived immune cell type ratios and methylation-derived neutrophil-to-lymphocyte ratios (mdNLRs) are associated with triple-negative breast cancer (TNBC). Methods: Leukocyte subtype-specific un/methylated CpG sites were selected and methylation levels at these sites used as proxies for immune cell type proportions and mdNLR estimation in 231 TNBC cases and 231 age-matched controls. Data were validated using the Houseman deconvolution method. Additionally, the natural killer (NK) cell ratio was measured in a prospective sample set of 146 TNBC cases and 146 age-matched controls. Results: The mdNLRs were higher in TNBC cases compared with controls and associated with TNBC (odds ratio (OR) range (2.66-4.29), all Padj.<1e-04). A higher neutrophil ratio and lower ratios of NK cells, CD4+ T cells, CD8+ T cells, monocytes, and B cells were associated with TNBC. The strongest association was observed with decreased NK cell ratio (OR range (1.28-1.42), all Padj.<1e-04). The NK cell ratio was also significantly lower in pre-diagnostic samples of TNBC cases compared with controls (P=0.019).Conclusion: This immunomethylomic study shows that a shift in the ratios/proportions of leukocyte subtypes is associated with TNBC, with decreased NK cell showing the strongest association. These findings improve our knowledge of the role of the immune system in TNBC and point to the possibility of using NK cell level as a non-invasive molecular marker for TNBC risk assessment, early detection, and prevention.

scholarly journals Epigenetic quantification of circulating immune cells in peripheral blood of triple-negative breast cancer patients

2021 ◽  
Vol 13 (1) ◽  
Author(s):  
Mehdi Manoochehri ◽  
Thomas Hielscher ◽  
Nasim Borhani ◽  
Clarissa Gerhäuser ◽  
Olivia Fletcher ◽  
...  
Keyword(s):  
Breast Cancer ◽  
T Cells ◽  
Triple Negative Breast Cancer ◽  
Immune Cells ◽  
Triple Negative ◽  
Immune Cell ◽  
Nk Cell ◽  
Cell Type ◽  
Cell Ratio ◽  
Immune Cell Type

Abstract Background A shift in the proportions of blood immune cells is a hallmark of cancer development. Here, we investigated whether methylation-derived immune cell type ratios and methylation-derived neutrophil-to-lymphocyte ratios (mdNLRs) are associated with triple-negative breast cancer (TNBC). Methods Leukocyte subtype-specific unmethylated/methylated CpG sites were selected, and methylation levels at these sites were used as proxies for immune cell type proportions and mdNLR estimation in 231 TNBC cases and 231 age-matched controls. Data were validated using the Houseman deconvolution method. Additionally, the natural killer (NK) cell ratio was measured in a prospective sample set of 146 TNBC cases and 146 age-matched controls. Results The mdNLRs were higher in TNBC cases compared with controls and associated with TNBC (odds ratio (OR) range (2.66–4.29), all Padj. < 1e−04). A higher neutrophil ratio and lower ratios of NK cells, CD4 + T cells, CD8 + T cells, monocytes, and B cells were associated with TNBC. The strongest association was observed with decreased NK cell ratio (OR range (1.28–1.42), all Padj. < 1e−04). The NK cell ratio was also significantly lower in pre-diagnostic samples of TNBC cases compared with controls (P = 0.019). Conclusion This immunomethylomic study shows that a shift in the ratios/proportions of leukocyte subtypes is associated with TNBC, with decreased NK cell showing the strongest association. These findings improve our knowledge of the role of the immune system in TNBC and point to the possibility of using NK cell level as a non-invasive molecular marker for TNBC risk assessment, early detection, and prevention.

scholarly journals Quantitative Assessment of the Immune Microenvironment in African American Triple Negative Breast Cancer: A Case Control Study

2021 ◽  
Author(s):  
Vesal Yaghoobi ◽  
Myrto Moutafi ◽  
Thazin Nwe Aung ◽  
Vasiliki Pelekanou ◽  
Sanam Yaghoubi ◽  
...  
Keyword(s):  
Breast Cancer ◽  
T Cells ◽  
African American ◽  
Triple Negative Breast Cancer ◽  
Immune Cells ◽  
Triple Negative ◽  
Tumor Resection ◽  
Lymphocytic Infiltration ◽  
Case Control ◽  
Activated T Cells

Abstract PURPOSETriple Negative Breast Cancer (TNBC) is more common in African American (AA) than Non-AA (NAA) population. We hypothesize that Tumor Microenvironment (TME) contributes to this disparity. Here we use multiplex quantitative immunofluorescence (QIF) to characterize the expression of immunologic biomarkers in the TME in both populations.PATIENTS AND METHODSTNBC tumor resection specimen tissues from a 100-patient case: control cohort including 49 AA and 51 NAA were collected. TME markers including CD45, CD14, CD68, CD206, CD4, CD8, CD20, CD3, Ki67, GzB, Thy1, FAP, aSMA, CD34, Col4, VWF and PD-L1 we quantitatively assessed in every field of view. Mean expression levels were compared between cases and controlsRESULTSAlthough no significant differences were detected in individual lymphoid and myeloid markers, we found that infiltration with CD45+ immune cells (p=0.0102) was higher in TNBC in AA population. AA TNBC tumors also had significantly higher level of lymphocytic infiltration defined as CD45+CD14- cells (p=0.0081). CD3+T-cells in AA tumors expressed significantly higher levels of Ki67 (0.0066) compared to NAAs, indicating that a higher percentage of AA tumors contained activated T-cells. All other biomarkers showed no significant differences between the AA and NAA group.CONCLUSIONSWhile the TME in TNBC is rich in immune cells in both racial groups, there is a numerical increase in lymphoid infiltration in AA compared to NAA TNBC. Significantly higher activated T cells seen in AA patients raises the possibility that there may be a subset of AA patients with improved response to immunotherapy.

scholarly journals Epigenetic Quantification of Circulating Immune Cells in Peripheral Blood of Triple-negative Breast Cancer Patients

2021 ◽  
Author(s):  
Mehdi Manoochehri ◽  
Thomas Hielscher ◽  
Nasim Borhani ◽  
Clarissa Gerhäuser ◽  
Olivia Fletcher ◽  
...  
Keyword(s):  
Breast Cancer ◽  
T Cells ◽  
Triple Negative Breast Cancer ◽  
Immune Cells ◽  
Triple Negative ◽  
Immune Cell ◽  
Nk Cell ◽  
Cell Type ◽  
Cell Ratio ◽  
Immune Cell Type

Abstract Background: A shift in the proportions of blood immune cells is a hallmark of cancer development. Here, we investigated whether methylation-derived immune cell type ratios and methylation-derived neutrophil-to-lymphocyte ratios (mdNLRs) are associated with triple-negative breast cancer (TNBC). Methods: Leukocyte subtype-specific un/methylated CpG sites were selected and methylation levels at these sites used as proxies for immune cell type proportions and mdNLR estimation in 231 TNBC cases and 231 age-matched controls. Data were validated using the Houseman deconvolution method. Additionally, the natural killer (NK) cell ratio was measured in a prospective sample set of 146 TNBC cases and 146 age-matched controls. Results: The mdNLRs were higher in TNBC cases compared with controls and associated with TNBC (odds ratio (OR) range (2.66-4.29), all Padj.<1e-04). A higher neutrophil ratio and lower ratios of NK cells, CD4+ T cells, CD8+ T cells, monocytes, and B cells were associated with TNBC. The strongest association was observed with decreased NK cell ratio (OR range (1.28-1.42), all Padj.<1e-04). The NK cell ratio was also significantly lower in pre-diagnostic samples of TNBC cases compared with controls (P=0.019).Conclusion: This immunomethylomic study shows that a shift in the ratios/proportions of leukocyte subtypes is associated with TNBC, with decreased NK cell showing the strongest association. These findings improve our knowledge of the role of the immune system in TNBC and point to the possibility of using NK cell level as a non-invasive molecular marker for TNBC risk assessment, early detection, and prevention.

scholarly journals CD8 T Cell Score as a Prognostic Biomarker for Triple Negative Breast Cancer

2020 ◽  
Vol 21 (18) ◽  
pp. 6968 ◽  
Author(s):  
Masanori Oshi ◽  
Mariko Asaoka ◽  
Yoshihisa Tokumaru ◽  
Li Yan ◽  
Ryusei Matsuyama ◽  
...  
Keyword(s):  
Breast Cancer ◽  
T Cells ◽  
T Cell ◽  
Triple Negative Breast Cancer ◽  
Immune Checkpoint ◽  
Triple Negative ◽  
Memory T Cells ◽  
Cd8 T Cell ◽  
Cytolytic Activity ◽  
Breast Cancer Patients

CD8 T cell is an essential component of tumor-infiltrating lymphocytes (TIL) and tumor immune microenvironment (TIME). Using the xCell CD8 T cell score of whole tumor gene expression data, we estimated these cells in total of 3837 breast cancer patients from TCGA, METABRIC and various GEO cohorts. The CD8 score correlated strongly with expression of CD8 genes. The score was highest for triple-negative breast cancer (TNBC), and a high score was associated with high tumor immune cytolytic activity and better survival in TNBC but not other breast cancer subtypes. In TNBC, tumors with a high CD8 score had enriched expression of interferon (IFN)-α and IFN-γ response and allograft rejection gene sets, and greater infiltration of anti-cancerous immune cells. The score strongly correlated with CD4 memory T cells in TNBC, and tumors with both a high CD8 score and high CD4 memory T cell abundance had significantly better survival. Finally, a high CD8 score was significantly associated with high expression of multiple immune checkpoint molecules. In conclusion, a high CD8 T cell score is associated with better survival in TNBC, particularly when tumor CD4 memory T cells were elevated. Our findings also suggest a possible use of the score as a predictive biomarker for response to immune checkpoint therapy.

scholarly journals Quantitative assessment of the immune microenvironment in African American Triple Negative Breast Cancer: a case–control study

2021 ◽  
Vol 23 (1) ◽  
Author(s):  
Vesal Yaghoobi ◽  
Myrto Moutafi ◽  
Thazin Nwe Aung ◽  
Vasiliki Pelekanou ◽  
Sanam Yaghoubi ◽  
...  
Keyword(s):  
Breast Cancer ◽  
T Cells ◽  
African American ◽  
Triple Negative Breast Cancer ◽  
Immune Cells ◽  
Triple Negative ◽  
Tumor Resection ◽  
Lymphocytic Infiltration ◽  
Case Control ◽  
Activated T Cells

Abstract Purpose Triple negative breast cancer (TNBC) is more common in African American (AA) than Non-AA (NAA) population. We hypothesize that tumor microenvironment (TME) contributes to this disparity. Here, we use multiplex quantitative immunofluorescence to characterize the expression of immunologic biomarkers in the TME in both populations. Patients and methods TNBC tumor resection specimen tissues from a 100-patient case: control cohort including 49 AA and 51 NAA were collected. TME markers including CD45, CD14, CD68, CD206, CD4, CD8, CD20, CD3, Ki67, GzB, Thy1, FAP, aSMA, CD34, Col4, VWF and PD-L1 we quantitatively assessed in every field of view. Mean expression levels were compared between cases and controls. Results Although no significant differences were detected in individual lymphoid and myeloid markers, we found that infiltration with CD45+ immune cells (p = 0.0102) was higher in TNBC in AA population. AA TNBC tumors also had significantly higher level of lymphocytic infiltration defined as CD45+ CD14− cells (p = 0.0081). CD3+ T-cells in AA tumors expressed significantly higher levels of Ki67 (0.0066) compared to NAAs, indicating that a higher percentage of AA tumors contained activated T-cells. All other biomarkers showed no significant differences between the AA and NAA group. Conclusions While the TME in TNBC is rich in immune cells in both racial groups, there is a numerical increase in lymphoid infiltration in AA compared to NAA TNBC. Significantly, higher activated T cells seen in AA patients raises the possibility that there may be a subset of AA patients with improved response to immunotherapy.

Dynamic relationship between cycling kinetics of triple-negative breast cancer and tumor infiltrating immune cells.

2017 ◽  
Vol 35 (15_suppl) ◽  
pp. 1100-1100
Author(s):  
Ishita Choudhary ◽  
Sergey Klimov ◽  
Padmashree C.G. Rida ◽  
Angela Ogden ◽  
Andrew R. Green ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Immune Response ◽  
T Cells ◽  
Triple Negative Breast Cancer ◽  
Immune Cells ◽  
Triple Negative ◽  
Antitumor Immune Response ◽  
M2 Macrophage ◽  
Slow Cycling ◽  
Kinetics Of

1100 Background: Recent studies show strong correlation between tumor infiltrating lymphocytes (TILs) and triple-negative breast cancer (TNBC) patient survival. CD8+ T cells serve as a favorable prognostic marker for TNBC. In addition, other cells such as CD4+ T cells, macrophages, B cells, and Tregs also infiltrate tumors. In this study, we delineate a strong relationship between the cycling kinetics of proliferating cells in TNBCs and antitumor immune response. Methods: A multi-institutional study performed by our group has previously shown that KAMS (Ki67-Adjusted Mitotic Score) provides a measure of the cycling kinetics of proliferating tumor cells and robustly stratifies TNBC patients into slow cycling (low KAMS) cyclophosphamide-methotrexate-fluorouracil (CMF)-responsive and fast cycling (high KAMS) CMF-resistant subgroups. In this study, we reviewed clinical data from 124 CMF-treated TNBC patients from Nottingham Hospital and sought correlations between cycling kinetics (High/Low KAMS) and tumor infiltrating immune cells. Results: We found that slow cycling TNBCs had higher mean expression of tumor infiltrating immune cells than fast cycling TNBCs. Intratumoral CD68 (p = 0.003), CD3 (p = 0.006), CD20 (p = 0.01), FOXP3 (p = 0.01), and total numbers of intratumoral and stromal CD68 (p = 0.01) and CD3 (p = 0.03) expressing cells were found to be significantly higher in low KAMS tumors than in high KAMS tumors. Of these biomarkers, CD68 was significantly associated with patients’ breast cancer-specific survival (BCSS): (a) low KAMS, high CD68 TNBCs had better BCSS than low KAMS, low CD68 (p = 0.01) TNBCs, and (b) high KAMS, low CD68 cases had better BCSS than high KAMS, high CD68 cases. Conclusions: Our observation that there are more TILs in slow cycling TNBCs suggests that there may be a dynamic cross-regulation between cycling kinetics and antitumor immune response. From our surprising observation that CD68 exerts polar roles in low/high KAMS subgroups, we propose that distinctions in M1 and M2 macrophage subsets in slow and fast cycling TNBCs may correlate with distinct outcomes. In addition, metabolic competition between tumor and immune cells may determine the level and function of TILs.

scholarly journals Immune cell composition and functional marker dynamics from multiplexed immunohistochemistry to predict response to neoadjuvant chemotherapy in the WSG-ADAPT-TN trial

2021 ◽  
Vol 9 (5) ◽  
pp. e002198
Author(s):  
Monika Graeser ◽  
Friedrich Feuerhake ◽  
Oleg Gluz ◽  
Valery Volk ◽  
Michael Hauptmann ◽  
...  
Keyword(s):  
Breast Cancer ◽  
T Cells ◽  
Neoadjuvant Chemotherapy ◽  
Triple Negative Breast Cancer ◽  
Triple Negative ◽  
Immune Cell ◽  
Tumor Stroma ◽  
Cd4 Cells ◽  
Cd8 Cells ◽  
Cell Composition

BackgroundThe association of early changes in the immune infiltrate during neoadjuvant chemotherapy (NACT) with pathological complete response (pCR) in triple-negative breast cancer (TNBC) remains unexplored.MethodsMultiplexed immunohistochemistry was performed in matched tumor biopsies obtained at baseline and after 3 weeks of NACT from 66 patients from the West German Study Group Adjuvant Dynamic Marker-Adjusted Personalized Therapy Trial Optimizing Risk Assessment and Therapy Response Prediction in Early Breast Cancer - Triple Negative Breast Cancer (WSG-ADAPT-TN) trial. Association between CD4, CD8, CD73, T cells, PD1-positive CD4 and CD8 cells, and PDL1 levels in stroma and/or tumor at baseline, week 3 and 3-week change with pCR was evaluated with univariable logistic regression.ResultsCompared with no change in immune cell composition and functional markers, transition from ‘cold’ to ‘hot’ (below-median and above-median marker level at baseline, respectively) suggested higher pCR rates for PD1-positive CD4 (tumor: OR=1.55, 95% CI 0.45 to 5.42; stroma: OR=2.65, 95% CI 0.65 to 10.71) and PD1-positive CD8 infiltrates (tumor: OR=1.77, 95% CI 0.60 to 5.20; stroma: OR=1.25, 95% CI 0.41 to 3.84; tumor+stroma: OR=1.62, 95% CI 0.51 to 5.12). No pCR was observed after ‘hot-to-cold’ transition in PD1-positive CD8 cells. pCR rates appeared lower after hot-to-cold transitions in T cells (tumor: OR=0.26, 95% CI 0.03 to 2.34; stroma: OR=0.35, 95% CI 0.04 to 3.25; tumor+stroma: OR=0.00, 95% CI 0.00 to 1.04) and PD1-positive CD4 cells (tumor: OR=0.60, 95% CI 0.11 to 3.35; stroma: OR=0.22, 95% CI 0.03 to 1.92; tumor+stroma: OR=0.32, 95% CI 0.04 to 2.94). Higher pCR rates collated with ‘altered’ distribution (levels below-median and above-median in tumor and stroma, respectively) of T cell (OR=3.50, 95% CI 0.84 to 14.56) and PD1-positive CD4 cells (OR=4.50, 95% CI 1.01 to 20.14).ConclusionOur exploratory findings indicate that comprehensive analysis of early immune infiltrate dynamics complements currently investigated predictive markers for pCR and may have a potential to improve guidance for individualized de-escalation/escalation strategies in TNBC.

scholarly journals Tumor microenvironment in triple-negative breast cancer: the correlation of tumor-associated macrophages and tumor-infiltrating lymphocytes

2021 ◽  
Author(s):  
H. Kuroda ◽  
T. Jamiyan ◽  
R. Yamaguchi ◽  
A. Kakumoto ◽  
A. Abe ◽  
...  
Keyword(s):  
Breast Cancer ◽  
T Cells ◽  
Tumor Microenvironment ◽  
Triple Negative Breast Cancer ◽  
Triple Negative ◽  
Cytotoxic T Cells ◽  
Tumor Infiltrating Lymphocytes ◽  
Tumor Associated Macrophages ◽  
Free Survival ◽  
Infiltrating Lymphocytes

Abstract Purpose Immune cells such as cytotoxic T cells, helper T cells, B cells or tumor-associated macrophages (TAMs) contribute to the anti-tumor response or pro-tumorigenic effect in triple negative breast cancer (TNBC). The interrelation of TAMs, T and B tumor-infiltrating lymphocytes (TILs) in TNBC has not been fully elucidated. Methods We evaluated the association of tumor-associated macrophages, T and B TILs in TNBC. Results TNBCs with a high CD68+, CD163+ TAMs and low CD4+, CD8+, CD20+ TILs had a significantly shorter relapse-free survival (RFS) and overall survival (OS) than those with low CD68+, CD163+ TAMs and high CD4+, CD8+, CD20+ TILs. TNBCs with high CD68+ TAMs/low CD8+ TILs showed a significantly shorter RFS and OS and a significantly poorer prognosis than those with high CD68+ TAMs/high CD8+ TILs, low CD68+ TAMs/high CD8+ TILs, and low CD68+/low CD8+. TNBCs with high CD163+ TAMs/low CD8+, low CD20 + TILs showed a significantly shorter RFS and OS and a significantly poorer prognosis than those with high CD163+ TAMs/high CD8+ TILs and high CD163+ TAMs /high CD20+ TILs. Conclusions Our study suggests that TAMs further create an optimal tumor microenvironment (TME) for growth and invasion of cancer cells when evasion of immunoreactions due to T and B TILs occurs. In TNBCs, all these events combine to affect prognosis. The process of TME is highly complex in TNBCs and for an improved understanding, larger validation studies are necessary to confirm these findings.

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