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Grigoriadis A, Gazinska P, Pai T, Irhsad S, Wu Y, Millis R, Naidoo K, Owen J, Gillett CE, Tutt A, Coolen AC, Pinder SE. Histological scoring of immune and stromal features in breast and axillary lymph nodes is prognostic for distant metastasis in lymph node-positive breast cancers. JOURNAL OF PATHOLOGY CLINICAL RESEARCH 2018; 4:39-54. [PMID: 29416876 PMCID: PMC5783956 DOI: 10.1002/cjp2.87] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 10/22/2017] [Accepted: 11/04/2017] [Indexed: 12/12/2022]
Abstract
The prognostic importance of lymph node (LN) status and tumour‐infiltrating lymphocytes (TILs), is well established, particularly TILs in triple negative breast cancers (TNBCs). So far, few studies have interrogated changes in involved and uninvolved LNs and evaluated if their morphological patterns add valuable information for the prediction of disease progression in breast cancer. In a cohort of 309 patients enriched for TNBCs (170/309), we histologically characterised immune and stromal features in primary tumours and associated involved and uninvolved axillary LNs on routine haematoxylin and eosin stained sections. Of the 309 patients, 143 had LN‐positive disease. Twenty‐five histopathological features were assessed, including the degree of TIL presence, quantitative and qualitative assessment of germinal centres (GCs) and sinus histiocytosis. Multivariate and cross‐validated proportional hazard regression analyses were used to identify optimal covariate sets for prediction of distant metastasis‐free survival (DMFS). The degree of intratumoural and peritumoural immune infiltrate was associated with architectural changes in both uninvolved and involved LNs. By including clinicopathological characteristics as well as tumour and LN histopathological features in L2‐regularised proportional hazard models, the prediction of 5‐year DMFS was improved by 3–15% over the baseline in all cancers and in TNBCs. In LN‐positive cancers, the combination of Salgado's classification, lymphocytic lobulitis, size and number of GCs in the uninvolved LNs and location of GCs in the involved LNs carried significant prognostic information. From these features, a multivariate cross‐validation‐stable risk signature was constructed, which identified low‐risk groups within both LN‐positive breast cancers and the LN‐positive TNBCs group with a 10‐year DMFS probability of 78 and 87%, respectively. This study illustrates that, by incorporating histopathological patterns of involved and uninvolved LNs combined with primary tumour immune and stromal features, the prediction of developing distant metastasis in LN‐positive breast cancers can be estimated more accurately.
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Affiliation(s)
- Anita Grigoriadis
- Breast Cancer Now Research Unit, Innovation Hub, Cancer Centre at Guy's Hospital, Faculty of Life Sciences and Medicine, King's College LondonLondonUK.,School of Cancer and Pharmaceutical SciencesCRUK King's Health Partners Centre, King's College London, Innovation Hub, Cancer Centre at Guy's Hospital, Great Maze PondLondonUK.,Cancer Bioinformatics, King's College London, Innovation Hub, Cancer Centre at Guy's Hospital, Great Maze PondLondonUK
| | - Patrycja Gazinska
- Breast Cancer Now Research Unit, Innovation Hub, Cancer Centre at Guy's Hospital, Faculty of Life Sciences and Medicine, King's College LondonLondonUK.,School of Cancer and Pharmaceutical SciencesCRUK King's Health Partners Centre, King's College London, Innovation Hub, Cancer Centre at Guy's Hospital, Great Maze PondLondonUK
| | - Trupti Pai
- School of Cancer and Pharmaceutical SciencesCRUK King's Health Partners Centre, King's College London, Innovation Hub, Cancer Centre at Guy's Hospital, Great Maze PondLondonUK.,Cancer Bioinformatics, King's College London, Innovation Hub, Cancer Centre at Guy's Hospital, Great Maze PondLondonUK.,Department of PathologyTata Memorial Centre, Tata Memorial HospitalMumbaiMaharashtraIndia
| | - Sheeba Irhsad
- Breast Cancer Now Research Unit, Innovation Hub, Cancer Centre at Guy's Hospital, Faculty of Life Sciences and Medicine, King's College LondonLondonUK.,School of Cancer and Pharmaceutical SciencesCRUK King's Health Partners Centre, King's College London, Innovation Hub, Cancer Centre at Guy's Hospital, Great Maze PondLondonUK
| | - Yin Wu
- Breast Cancer Now Research Unit, Innovation Hub, Cancer Centre at Guy's Hospital, Faculty of Life Sciences and Medicine, King's College LondonLondonUK.,Peter Gorer Department of ImmunobiologyKing's College LondonBorough Wing, Guy's Hospital, LondonUK
| | - Rosemary Millis
- School of Cancer and Pharmaceutical SciencesCRUK King's Health Partners Centre, King's College London, Innovation Hub, Cancer Centre at Guy's Hospital, Great Maze PondLondonUK
| | | | - Julie Owen
- School of Cancer and Pharmaceutical SciencesCRUK King's Health Partners Centre, King's College London, Innovation Hub, Cancer Centre at Guy's Hospital, Great Maze PondLondonUK
| | - Cheryl E Gillett
- School of Cancer and Pharmaceutical SciencesCRUK King's Health Partners Centre, King's College London, Innovation Hub, Cancer Centre at Guy's Hospital, Great Maze PondLondonUK
| | - Andrew Tutt
- Breast Cancer Now Research Unit, Innovation Hub, Cancer Centre at Guy's Hospital, Faculty of Life Sciences and Medicine, King's College LondonLondonUK.,School of Cancer and Pharmaceutical SciencesCRUK King's Health Partners Centre, King's College London, Innovation Hub, Cancer Centre at Guy's Hospital, Great Maze PondLondonUK.,Breast Cancer Now, The Institute of Cancer ResearchLondonUK
| | - Anthonius Cc Coolen
- Institute for Mathematical and Molecular BiomedicineKing's College London, Hodgkin Building, Guy's CampusLondonUK
| | - Sarah E Pinder
- School of Cancer and Pharmaceutical SciencesCRUK King's Health Partners Centre, King's College London, Innovation Hub, Cancer Centre at Guy's Hospital, Great Maze PondLondonUK
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Soady KJ, Kendrick H, Gao Q, Tutt A, Zvelebil M, Ordonez LD, Quist J, Tan DWM, Isacke CM, Grigoriadis A, Smalley MJ. Mouse mammary stem cells express prognostic markers for triple-negative breast cancer. Breast Cancer Res 2015; 17:31. [PMID: 25849541 PMCID: PMC4381533 DOI: 10.1186/s13058-015-0539-6] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 02/18/2015] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION Triple-negative breast cancer (TNBC) is a heterogeneous group of tumours in which chemotherapy, the current mainstay of systemic treatment, is often initially beneficial but with a high risk of relapse and metastasis. There is currently no means of predicting which TNBC will relapse. We tested the hypothesis that the biological properties of normal stem cells are re-activated in tumour metastasis and that, therefore, the activation of normal mammary stem cell-associated gene sets in primary TNBC would be highly prognostic for relapse and metastasis. METHODS Mammary basal stem and myoepithelial cells were isolated by flow cytometry and tested in low-dose transplant assays. Gene expression microarrays were used to establish expression profiles of the stem and myoepithelial populations; these were compared to each other and to our previously established mammary epithelial gene expression profiles. Stem cell genes were classified by Gene Ontology (GO) analysis and the expression of a subset analysed in the stem cell population at single cell resolution. Activation of stem cell genes was interrogated across different breast cancer cohorts and within specific subtypes and tested for clinical prognostic power. RESULTS A set of 323 genes was identified that was expressed significantly more highly in the purified basal stem cells compared to all other cells of the mammary epithelium. A total of 109 out of 323 genes had been associated with stem cell features in at least one other study in addition to our own, providing further support for their involvement in the biology of this cell type. GO analysis demonstrated an enrichment of these genes for an association with cell migration, cytoskeletal regulation and tissue morphogenesis, consistent with a role in invasion and metastasis. Single cell resolution analysis showed that individual cells co-expressed both epithelial- and mesenchymal-associated genes/proteins. Most strikingly, we demonstrated that strong activity of this stem cell gene set in TNBCs identified those tumours most likely to rapidly progress to metastasis. CONCLUSIONS Our findings support the hypothesis that the biological properties of normal stem cells are drivers of metastasis and that these properties can be used to stratify patients with a highly heterogeneous disease such as TNBC.
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Affiliation(s)
- Kelly J Soady
- />Division of Breast Cancer Research, Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, 237 Fulham Road, London, SW3 6JB UK
- />MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, Headley Way, Oxford, OX3 9DS UK
| | - Howard Kendrick
- />European Cancer Stem Cell Research Institute and Cardiff School of Biosciences, Cardiff University, Hadyn Ellis Building, Maindy Road, Cardiff, CF24 4HQ UK
| | - Qiong Gao
- />Division of Breast Cancer Research, Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, 237 Fulham Road, London, SW3 6JB UK
| | - Andrew Tutt
- />Breakthrough Breast Cancer Research Unit, Guy’s Hospital, Great Maze Pond, London, SE1 9RT UK
- />Department of Research Oncology, King’s Health Partners AHSC, Life Sciences and Medicine, King’s College London, Guy’s Campus, London, SE1 1UL UK
| | - Marketa Zvelebil
- />Division of Breast Cancer Research, Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, 237 Fulham Road, London, SW3 6JB UK
| | - Liliana D Ordonez
- />European Cancer Stem Cell Research Institute and Cardiff School of Biosciences, Cardiff University, Hadyn Ellis Building, Maindy Road, Cardiff, CF24 4HQ UK
| | - Jelmar Quist
- />Breakthrough Breast Cancer Research Unit, Guy’s Hospital, Great Maze Pond, London, SE1 9RT UK
- />Department of Research Oncology, King’s Health Partners AHSC, Life Sciences and Medicine, King’s College London, Guy’s Campus, London, SE1 1UL UK
| | - David Wei-Min Tan
- />Institute of Medical Biology, 8A Biomedical Grove, #06-06 Immunos, Singapore, 138648 Singapore
| | - Clare M Isacke
- />Division of Breast Cancer Research, Breakthrough Breast Cancer Research Centre, The Institute of Cancer Research, 237 Fulham Road, London, SW3 6JB UK
| | - Anita Grigoriadis
- />Breakthrough Breast Cancer Research Unit, Guy’s Hospital, Great Maze Pond, London, SE1 9RT UK
- />Department of Research Oncology, King’s Health Partners AHSC, Life Sciences and Medicine, King’s College London, Guy’s Campus, London, SE1 1UL UK
| | - Matthew J Smalley
- />European Cancer Stem Cell Research Institute and Cardiff School of Biosciences, Cardiff University, Hadyn Ellis Building, Maindy Road, Cardiff, CF24 4HQ UK
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Dabydeen SA, Kang K, Díaz-Cruz ES, Alamri A, Axelrod ML, Bouker KB, Al-Kharboosh R, Clarke R, Hennighausen L, Furth PA. Comparison of tamoxifen and letrozole response in mammary preneoplasia of ER and aromatase overexpressing mice defines an immune-associated gene signature linked to tamoxifen resistance. Carcinogenesis 2014; 36:122-32. [PMID: 25421723 DOI: 10.1093/carcin/bgu237] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Response to breast cancer chemoprevention can depend upon host genetic makeup and initiating events leading up to preneoplasia. Increased expression of aromatase and estrogen receptor (ER) is found in conjunction with breast cancer. To investigate response or resistance to endocrine therapy, mice with targeted overexpression of Esr1 or CYP19A1 to mammary epithelial cells were employed, representing two direct pathophysiological interventions in estrogen pathway signaling. Both Esr1 and CYP19A1 overexpressing mice responded to letrozole with reduced hyperplastic alveolar nodule prevalence and decreased mammary epithelial cell proliferation. CYP19A1 overexpressing mice were tamoxifen sensitive but Esr1 overexpressing mice were tamoxifen resistant. Increased ER expression occurred with tamoxifen resistance but no consistent changes in progesterone receptor, pSTAT3, pSTAT5, cyclin D1 or cyclin E levels in association with response or resistance were found. RNA-sequencing (RNA-seq) was employed to seek a transcriptome predictive of tamoxifen resistance using these models and a second tamoxifen-resistant model, BRCA1 deficient/Trp53 haploinsufficient mice. Sixty-eight genes associated with immune system processing were upregulated in tamoxifen-resistant Esr1- and Brca1-deficient mice, whereas genes related to aromatic compound metabolic process were upregulated in tamoxifen-sensitive CYP19A1 mice. Interferon regulatory factor 7 was identified as a key transcription factor regulating these 68 immune processing genes. Two loci encoding novel transcripts with high homology to human immunoglobulin lambda-like polypeptide 1 were uniquely upregulated in the tamoxifen-resistant models. Letrozole proved to be a successful alternative to tamoxifen. Further study of transcriptional changes associated with tamoxifen resistance including immune-related genes could expand our mechanistic understanding and lead to biomarkers predictive of escape or response to endocrine therapies.
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Affiliation(s)
- Sarah A Dabydeen
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA
| | - Keunsoo Kang
- Laboratory Genetics and Physiology, NIDDK, NIH, Bethesda, MD 20892, USA Department of Microbiology, Dankook University, Cheonan 330-714, Republic of Korea
| | - Edgar S Díaz-Cruz
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA, Department of Pharmaceutical, Social, & Administrative Sciences, Belmont University College of Pharmacy, Nashville, TN 37212, USA
| | - Ahmad Alamri
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA, Clinical Laboratories Sciences, College of Applied Medical Sciences, King Khalid University, Abha 62529, Saudi Arabia and
| | - Margaret L Axelrod
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA
| | - Kerrie B Bouker
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA
| | - Rawan Al-Kharboosh
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA
| | - Robert Clarke
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA
| | | | - Priscilla A Furth
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA, Department of Medicine, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA
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Marra P, Mathew S, Grigoriadis A, Wu Y, Kyle-Cezar F, Watkins J, Rashid M, De Rinaldis E, Hessey S, Gazinska P, Hayday A, Tutt A. IL15RA drives antagonistic mechanisms of cancer development and immune control in lymphocyte-enriched triple-negative breast cancers. Cancer Res 2014; 74:4908-21. [PMID: 24980552 DOI: 10.1158/0008-5472.can-14-0637] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Despite its aggressive nature, triple-negative breast cancer (TNBC) often exhibits leucocyte infiltrations that correlate with favorable prognosis. In this study, we offer an explanation for this apparent conundrum by defining TNBC cell subsets that overexpress the IL15 immune receptor IL15RA. This receptor usually forms a heterotrimer with the IL2 receptors IL2RB and IL2RG, which regulates the proliferation and differentiation of cytotoxic T cells and NK cells. However, unlike IL15RA, the IL2RB and IL2RG receptors are not upregulated in basal-like TNBC breast cancer cells that express IL15RA. Mechanistic investigations indicated that IL15RA signaling activated JAK1, STAT1, STAT2, AKT, PRAS40, and ERK1/2 in the absence of IL2RB and IL2RG, whereas neither STAT5 nor JAK2 were activated. RNAi-mediated attenuation of IL15RA established its role in cell growth, apoptosis, and migration, whereas expression of the IL15 cytokine in IL15RA-expressing cells stimulated an autocrine signaling cascade that promoted cell proliferation and migration and blocked apoptosis. Notably, coexpression of IL15RA and IL15 was also sufficient to activate peripheral blood mononuclear cells upon coculture in a paracrine signaling manner. Overall, our findings offer a mechanistic explanation for the paradoxical association of some high-grade breast tumors with better survival outcomes, due to engagement of the immune stroma.
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Affiliation(s)
- Pierfrancesco Marra
- Breakthrough Breast Cancer Research Unit, Department of Research Oncology, Guy's Hospital, King's College London School of Medicine, London, United Kingdom
| | - Sumi Mathew
- Breakthrough Breast Cancer Research Unit, Department of Research Oncology, Guy's Hospital, King's College London School of Medicine, London, United Kingdom
| | - Anita Grigoriadis
- Breakthrough Breast Cancer Research Unit, Department of Research Oncology, Guy's Hospital, King's College London School of Medicine, London, United Kingdom
| | - Yin Wu
- Peter Gorer Department of Immunobiology, King's College of London, London, United Kingdom
| | - Fernanda Kyle-Cezar
- Peter Gorer Department of Immunobiology, King's College of London, London, United Kingdom
| | - Johnathan Watkins
- Breakthrough Breast Cancer Research Unit, Department of Research Oncology, Guy's Hospital, King's College London School of Medicine, London, United Kingdom
| | - Mamunur Rashid
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Cambridge, United Kingdom
| | - Emanuele De Rinaldis
- NIHR Biomedical Research Centre, Guy's and St Thomas' NHS Foundation Trust and King's College of London, London, United Kingdom
| | - Sonya Hessey
- Breakthrough Breast Cancer Research Unit, Department of Research Oncology, Guy's Hospital, King's College London School of Medicine, London, United Kingdom
| | - Patrycja Gazinska
- Breakthrough Breast Cancer Research Unit, Department of Research Oncology, Guy's Hospital, King's College London School of Medicine, London, United Kingdom
| | - Adrian Hayday
- Peter Gorer Department of Immunobiology, King's College of London, London, United Kingdom
| | - Andrew Tutt
- Breakthrough Breast Cancer Research Unit, Department of Research Oncology, Guy's Hospital, King's College London School of Medicine, London, United Kingdom.
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Dubsky PC, Curigliano G. Immunotherapy in breast cancer - towards a new understanding of both tumor and host. ACTA ACUST UNITED AC 2013; 7:258-60. [PMID: 23904826 DOI: 10.1159/000342629] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Peter C Dubsky
- Department of Surgery, Medical University of Vienna, Austria
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