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Comprehensive multiplexed immune profiling of the ductal carcinoma in situ immune microenvironment regarding subsequent ipsilateral invasive breast cancer risk. Br J Cancer 2022; 127:1201-1213. [PMID: 35768550 PMCID: PMC9519539 DOI: 10.1038/s41416-022-01888-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 05/17/2022] [Accepted: 06/07/2022] [Indexed: 12/25/2022] Open
Abstract
Background Ductal carcinoma in situ (DCIS) is treated to prevent subsequent ipsilateral invasive breast cancer (iIBC). However, many DCIS lesions will never become invasive. To prevent overtreatment, we need to distinguish harmless from potentially hazardous DCIS. We investigated whether the immune microenvironment (IME) in DCIS correlates with transition to iIBC. Methods Patients were derived from a Dutch population-based cohort of 10,090 women with pure DCIS with a median follow-up time of 12 years. Density, composition and proximity to the closest DCIS cell of CD20+ B-cells, CD3+CD8+ T-cells, CD3+CD8− T-cells, CD3+FOXP3+ regulatory T-cells, CD68+ cells, and CD8+Ki67+ T-cells was assessed with multiplex immunofluorescence (mIF) with digital whole-slide analysis and compared between primary DCIS lesions of 77 women with subsequent iIBC (cases) and 64 without (controls). Results Higher stromal density of analysed immune cell subsets was significantly associated with higher grade, ER negativity, HER-2 positivity, Ki67 ≥ 14%, periductal fibrosis and comedonecrosis (P < 0.05). Density, composition and proximity to the closest DCIS cell of all analysed immune cell subsets did not differ between cases and controls. Conclusion IME features analysed by mIF in 141 patients from a well-annotated cohort of pure DCIS with long-term follow-up are no predictors of subsequent iIBC, but do correlate with other factors (grade, ER, HER2 status, Ki-67) known to be associated with invasive recurrences. ![]()
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Abstract 2806: Progression of ductal carcinoma in situ (DCIS), is it in the immune microenvironment. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-2806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: DCIS is a non-obligate precursor to invasive breast cancer (IBC). DCIS patients are treated similarly to breast cancer with surgery, often followed by radiotherapy and/or endocrine treatment. However, most DCIS lesions will never progress to IBC, indicating that overdiagnosis and overtreatment exists. DCIS lesions show variable amounts of immune cells, particularly in the periductal stroma. Immune escape might be a critical step for transition from DCIS to IBC. We aim to identify factors within the immune microenvironment of DCIS lesions that distinguish harmless from potentially hazardous DCIS.
Methods: A case-control study is being conducted consisting of women with pure DCIS diagnosed between 1989-2005 with median follow-up of 12 years, treated with breast conserving surgery only. Cases are defined as women with DCIS developing subsequent ipsilateral breast cancer (iIBC), controls as women with DCIS without subsequent iIBC. Multispectral immunohistochemical imaging was performed on primary DCIS lesions, aiming at detection of CD20+ B-cells, CD8+ T-cells, CD3+ T-cells, CD3+Foxp3+ regulatory T-cells, and CD68+ macrophages. Density of immune cell subsets in cells/mm2, immune cell ratios and spatial relationships were calculated for 27 cases and 28 controls. These immune cell related factors were correlated to outcome and integrated with RNAseq data of pure microdissected DCIS. We performed gene set enrichment analysis on the correlation between DCIS gene expression and density of immune cell types with sample permutation (flexgsea R package).
Results: Stromal lymphocyte, B-cell, CD8+ T-cell, regulatory T-cell and macrophage density did not significantly differ between cases and controls. Immune cell composition (CD8+ T-cell/lymphocyte, CD8+ T-cell/CD3+Foxp3+ regulatory T-cell and CD20+/lymphocyte ratio) and fraction of regulatory T-cells in close proximity of a CD8+ T-cell did not differ between cases and controls. We find a negative association between stromal B-cell density and DCIS gene expression of estrogen receptor (ESR1) targets. Higher stromal T-cell density was associated with proliferation and expression of genes characteristic for luminal B and basal-like subtypes. Furthermore, higher density of specific immune cell subsets within the DCIS compartment was associated with several immune and cancer pathways.
Conclusion: A first set of analyzed DCIS cases (n=27) and controls (n=28) show no significant differences regarding immune cell density, composition and spatial relationships. Considering the entire group of DCIS patients (n=55), a negative association between stromal B-cell density and gene expression of ESR1 targets was found. Higher density of lymphocytes was associated with proliferation and expression of genes characteristic for luminal B and basal-like subtypes. The full set of 175 DCIS lesions will be presented at AACR Annual Meeting 2019.
Citation Format: Mathilde M. Almekinders, Lindy Visser, Bram Thijssen, Rianne van der Linden, Charlotte van Rooijen, Petra Kristel, Annegien Broeks, Tycho Bismeijer, Lodewyk Wessels, Erik Hooijberg, Karin de Visser, Esther Lips, Jelle Wesseling, on behalf of the PRECISION team (PREvent ductal Carcinoma In Situ Invasive Overtreatment Now). Progression of ductal carcinoma in situ (DCIS), is it in the immune microenvironment [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 2806.
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HLA class II expression on tumor cells and low numbers of tumor-associated macrophages predict clinical outcome in oropharyngeal cancer. Head Neck 2018; 41:463-478. [PMID: 30549362 PMCID: PMC6519285 DOI: 10.1002/hed.25442] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Revised: 06/17/2018] [Accepted: 09/21/2018] [Indexed: 12/29/2022] Open
Abstract
Background Human papillomavirus (HPV)‐positive oropharyngeal squamous cell carcinoma (OPSCC) is a highly immunogenic tumor and differences in tumor microenvironment might contribute to the improved survival of HPV‐positive OPSCC patient. Methods A comprehensive multivariate analysis with clinical and immune variables (human leukocyte antigen [HLA] I/II, programmed death ligand 1 (PD‐L1), programmed death receptor 1 (PD1), T cells, and macrophages) was performed in 142 OPSCC patients. Results We found an inverse correlation between the expression of HLA class II molecules on tumor cells and CD68+ CD163+ tumor‐associated macrophages (TAMs). High HLA‐DP/DQ/DR expression and low number of TAMs were associated with longer disease‐specific survival and disease‐free survival (DFS). Furthermore, a new population of CD8+ FoxP3+ T cells was correlated with shorter DFS in multivariate analysis. Conclusions \We identified new prognostic markers for patients with oropharyngeal cancer, which can be used for selecting patients that can benefit from immunotherapy.
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Assessment of PD-L1 expression across breast cancer molecular subtypes, in relation to mutation rate, BRCA1-like status, tumor-infiltrating immune cells and survival. Oncoimmunology 2018; 7:e1509820. [PMID: 30524905 PMCID: PMC6279322 DOI: 10.1080/2162402x.2018.1509820] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 08/03/2018] [Accepted: 08/04/2018] [Indexed: 01/28/2023] Open
Abstract
To better understand the expression pattern of programmed death-ligand 1 (PD-L1) expression in different breast cancer types, we characterized PD-L1 expression in tumor and tumor-infiltrating immune cells, in relation to mutation rate, BRCA1-like status and survival. We analyzed 410 primary treatment-naive breast tumors comprising 162 estrogen receptor-positive (ER+) and HER2-, 101 HER2+ and 147 triple-negative (TN) cancers. Pathologists quantified tumor-infiltrating lymphocytes (TILs) and PD-L1 expression in tumor cells and TILs using whole slides and tissue microarray. Mutation rate was assessed by DNA sequencing, BRCA1-like status using multiplex ligation-dependent probe amplification, and immune landscape by multiplex image analyses of CD4, CD68, CD8, FOXP3, cytokeratin, and PD-L1. Half of PD-L1 scores evaluated by tissue microarray were false negatives compared to whole slide evaluations. We observed at least 1% of PD-L1-positive (PD-L1+) cells in 53.1% of ER+HER2-, 73.3% of HER2+, and 84.4% of TN tumors. PD-L1 expression was higher in ductal compared to lobular carcinomas, also within ER+HER2- tumors (p = 0.04). High PD-L1+ TILs score (> 50%) was independently associated with better outcome in TN tumors (HR = 0.27; 95%CI = 0.10-0.69). Within TN tumors, PD-L1 and TIL scores showed a modest but significant positive association with the number of silent mutations, but no association with BRCA1-like status. Multiplex image analyses indicated that PD-L1 is expressed on multiple immune cells (CD68+ macrophages, CD4+, FOXP3+, and CD8+ T cells) in the breast tumor microenvironment, independent of the PD-L1 status of the tumor cells. We found no evidence that levels of PD-L1+ TILs in TN breast cancer are driven by high mutation rate or BRCA1-like status.
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Abstract 3137: Towards analysis of the immune microenvironment in ductal carcinoma in situ. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-3137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction
Since the introduction of population-based mammographic screening, the incidence of ductal carcinoma in situ (DCIS) increased manifold. DCIS lesions are non-obligate precursors to invasive breast cancer, because only a minority of DCIS patients later develops invasive breast cancer. DCIS patients are treated intensively with surgery, frequently supplemented by radiotherapy and/or endocrine treatment. However, treatment of DCIS lesions did not result in a decreased incidence of advanced stages of breast cancer, suggesting overdiagnosis and hence overtreatment exists. Because the immune microenvironment plays an important role in cancer progression, we performed a pilot study to assess the amount, composition and spatial distribution of immune cells aiming at the identification of biomarkers that distinguish aggressive from indolent DCIS.
Methods
A representative series of 32 paraffin-embedded DCIS lesions was studied with multispectral immunohistochemical imaging, providing simultaneous detection and quantification of CD20+ B-cells, CD8+ T-cells, CD4+ T-cells, CD4+Foxp3+ regulatory T-cells, CD68+ macrophages and pankeratin. Cellular density of immune cell subsets per tissue compartment and spatial distribution was analyzed by Inform software, SPSS and R. The number of CD4+FoxP3+ T-cells within 30µm of a CD8+ T-cell was assessed and expressed in a CD4+FoxP3+ T-cell per CD8+ T-cell ratio. Immune cell density and composition were correlated to grade and immunohistochemical ER, Her2 and p53 status.
Results
Multispectral immunohistochemical quantification showed a range of 30 to 2100 lymphocytes/mm2 in the stroma of DCIS lesions. High grade positively correlated with higher number of stromal lymphocytes/mm2 (p<0.01). Negative ER status, positive Her2 status and aberrantly expressed p53 was significantly associated with higher number of stromal lymphocytes/mm2, CD8+ T-cells/mm2, CD4+FoxP3+ regulatory T-cells/mm2 and CD20+ B-cells/mm2 (p<0.05). Within the DCIS-epithelium, the number of CD4+FoxP3+ regulatory T-cells positively correlated with negative ER-status (p=0.02) and positive Her2 status (p=0.03). The spatial distribution of the number of CD4+Foxp3+ T-cells within 30 μm of a CD8+ T-cell (expressed in a Treg per CD8+T-cell ratio) varied from 0 to 0.23 in the stromal compartment and from 0 to 0.60 in the DCIS compartment.
Conclusions
Within the immune microenvironment, CD20+ B-cells, CD8+ T-cells, CD4+ T-cells, CD4+Foxp3+ regulatory T-cells and CD68+ macrophages were successfully and simultaneously detected. Stromal lymphocyte density and CD8+ T-cell, CD4+ T-cell, CD4+FoxP3+ regulatory T-cell and CD20+ B-cell density positively correlated with negative ER status, positive Her2 status and aberrant expression of p53. The next step will be to analyze this multiplex panel in our nationwide DCIS cohort (1989-2005, median follow-up 12.0 years) for correlation with clinical outcome.
Citation Format: Mathilde M. Almekinders, Lindy L. Visser, Bram Thijssen, Petra Kristel, Rianne van der Linden, Annegien Broeks, Erik Hooijberg, Karin de Visser, Esther H. Lips, Jelle Wesseling. Towards analysis of the immune microenvironment in ductal carcinoma in situ [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 3137.
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Abstract 575: PD-L1 positive tumor-infiltrating lymphocytes and mutational load in breast cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: PD-1 blockade has emerged as an effective treatment for a subset of cancer patients. Studies have shown that PD-L1 expression is associated with likelihood of response to PD-1 blockade. In order to select the right breast cancer patient for immunotherapy, characterization of the immune landscape of breast tumors is required. Therefore, we assessed PD-L1 expression and tumor-infiltrating lymphocytes (TILs) in different breast tumor subtypes and the link with prognosis. We also sequenced a panel of genes to assess the mutational load in triple negative tumors (TNBC) and investigate the association with PD-L1 positive TILs.
Material and methods: We analyzed 438 tumor samples from breast cancer patients of all ages treated between 1986 and 2007 with surgery, with or without adjuvant therapy. PD-L1 was stained using whole slide specimens (E1L3N® antibody) after methodological validation. Pathologists quantified TILs based on International TILs Working Group recommendations and scored PD-L1 based on the percentage of positive (tumor and/or immune) cells; as negative if 0%, positive if ≥1%, and high if >50%. Mutational load was assessed based on DNA kinome sequencing. Associations were measured by Cox/logistic regression model, including pathological variables. Multiplex imaging of 20 immune-infiltrated areas from four ER negative tumors were performed using the Vectra® system based on immunofluorescence staining panel of: CD4, CD68, CD8, FOXP3 and PD-L1.
Results: PD-L1 expression and TILs were higher in ductal (compared with lobular), high grade and estrogen receptor (ER)-negative tumors (p<0.001). TILs (density ≥5%) were significantly associated with worse distant metastasis-free survival (DMFS) only in ER-positive tumors (n=204): HR=2.72; 95%CI: 1.07-6.94. PD-L1 positivity (≥1%) followed the same trend: HR=1.66; 95%CI: 0.87-3.15. However, in ER-negative tumors (n=171), high PD-L1 expression (>50%) was significantly associated with better DMFS: HR=0.51; 95%CI: 0.27-0.98. TNBC with high PD-L1 expression of TILs (>50%) showed an association with increased mutation load (p=0.019) and a trend for better DMFS (HR=0.41; 95%CI: 0.16-1.04) compared with tumors lacking TILs. Further characterization of PD-L1 positivity in the immune-infiltrated cells was conducted by a multiplex imaging analysis. Preliminary results indicated that PD-L1 is expressed in CD68+, CD4+, FOXP3+ and CD8+ immune-cells.
Conclusion: Our findings suggest that PD-L1 positive TILs are associated with worse prognosis in ER-positive breast cancer and with better outcome in ER-negative group. In TNBC, high mutational load correlates with high PD-L1 positive TILs.
Citation Format: Marcelo Sobral-Leite, Koen Van de Vijver, Magali Michaut, Hugo M. Horlings, Tesa M. Severson, Philip C. Schouten, Rianne van der Linden, Kelly Kersten, Anna Marie Mulligan, Nayana Weerasooriya, Joyce Sanders, Ashley Cimino-Mathews, Dennis Peters, Gerrit K. Hooijer, Erik Hooijberg, Annegien Broeks, Rene Bernards, Sabine Linn, Irene L. Andrulis, Marc J. van de Vijver, Lodewyk F. Wessels, Marleen Kok, Karin E. de Visser, Marjanka K. Schmidt. PD-L1 positive tumor-infiltrating lymphocytes and mutational load in breast cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 575. doi:10.1158/1538-7445.AM2017-575
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Orthopedic surgery increases atherosclerotic lesions and necrotic core area in ApoE-/- mice. Atherosclerosis 2016; 255:164-170. [PMID: 27825629 DOI: 10.1016/j.atherosclerosis.2016.07.909] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Revised: 07/19/2016] [Accepted: 07/20/2016] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND AIMS Observational studies show a peak incidence of cardiovascular events after major surgery. For example, the risk of myocardial infarction increases 25-fold early after hip replacement. The acuteness of this increased risk suggests abrupt enhancement in plaque vulnerability, which may be related to intra-plaque inflammation, thinner fibrous cap and/or necrotic core expansion. We hypothesized that acute systemic inflammation following major orthopedic surgery induces such changes. METHODS ApoE-/- mice were fed a western diet for 10 weeks. Thereafter, half the mice underwent mid-shaft femur osteotomy followed by realignment with an intramedullary K-wire, to mimic major orthopedic surgery. Mice were sacrificed 5 or 15 days post-surgery (n = 22) or post-saline injection (n = 13). Serum amyloid A (SAA) was measured as a marker of systemic inflammation. Paraffin embedded slides of the aortic root were stained to measure total plaque area and to quantify fibrosis, calcification, necrotic core, and inflammatory cells. RESULTS Surgery mice showed a pronounced elevation of serum amyloid A (SAA) and developed increased plaque and necrotic core area already at 5 days, which reached significance at 15 days (p = 0.019; p = 0.004 for plaque and necrotic core, respectively). Macrophage and lymphocyte density significantly decreased in the surgery group compared to the control group at 15 days (p = 0.037; p = 0.024, respectively). The density of neutrophils and mast cells remained unchanged. CONCLUSIONS Major orthopedic surgery in ApoE-/- mice triggers a systemic inflammatory response. Atherosclerotic plaque area is enlarged after surgery mainly due to an increase of the necrotic core. The role of intra-plaque inflammation in this response to surgical injury remains to be fully elucidated.
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