1
|
Kader T, Provenzano E, Jayawardana MW, Hendry S, Pang JM, Elder K, Byrne DJ, Tjoeka L, Frazer HM, House E, Jayasinghe SI, Keane H, Murugasu A, Rajan N, Miligy IM, Toss M, Green AR, Rakha EA, Fox SB, Mann GB, Campbell IG, Gorringe KL. Stromal lymphocytes are associated with upgrade of B3 breast lesions. Breast Cancer Res 2024; 26:115. [PMID: 38978071 PMCID: PMC11232297 DOI: 10.1186/s13058-024-01857-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 06/10/2024] [Indexed: 07/10/2024] Open
Abstract
Various histopathological, clinical and imaging parameters have been evaluated to identify a subset of women diagnosed with lesions with uncertain malignant potential (B3 or BIRADS 3/4A lesions) who could safely be observed rather than being treated with surgical excision, with little impact on clinical practice. The primary reason for surgery is to rule out an upgrade to either ductal carcinoma in situ or invasive breast cancer, which occurs in up to 30% of patients. We hypothesised that the stromal immune microenvironment could indicate the presence of carcinoma associated with a ductal B3 lesion and that this could be detected in biopsies by counting lymphocytes as a predictive biomarker for upgrade. A higher number of lymphocytes in the surrounding specialised stroma was observed in upgraded ductal and papillary B3 lesions than non-upgraded (p < 0.01, negative binomial model, n = 307). We developed a model using lymphocytes combined with age and the type of lesion, which was predictive of upgrade with an area under the curve of 0.82 [95% confidence interval 0.77-0.87]. The model can identify some patients at risk of upgrade with high sensitivity, but with limited specificity. Assessing the tumour microenvironment including stromal lymphocytes may contribute to reducing unnecessary surgeries in the clinic, but additional predictive features are needed.
Collapse
MESH Headings
- Humans
- Female
- Breast Neoplasms/pathology
- Breast Neoplasms/immunology
- Tumor Microenvironment/immunology
- Middle Aged
- Aged
- Lymphocytes/immunology
- Lymphocytes/pathology
- Stromal Cells/pathology
- Adult
- Neoplasm Grading
- Lymphocytes, Tumor-Infiltrating/immunology
- Lymphocytes, Tumor-Infiltrating/metabolism
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Carcinoma, Intraductal, Noninfiltrating/immunology
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Ductal, Breast/immunology
- Biomarkers, Tumor
Collapse
Affiliation(s)
- Tanjina Kader
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, 3000, Australia
- The Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, 3010, Australia
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, 02115, USA
| | - Elena Provenzano
- Department of Histopathology, Addenbrookes Hospital, and Cambridge NIH Biomedical Research Centre, Cambridge, UK
| | - Madawa W Jayawardana
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, 3000, Australia
- The Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, 3010, Australia
| | - Shona Hendry
- Department of Anatomical Pathology, St Vincent's Hospital, Fitzroy, Australia
| | - Jia-Min Pang
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, 3000, Australia
| | - Kenneth Elder
- The Breast Service, The Royal Women's Hospital, Melbourne, Australia
- Edinburgh Breast Unit, Edinburgh, UK
| | - David J Byrne
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, 3000, Australia
| | - Lauren Tjoeka
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, 3000, Australia
| | - Helen Ml Frazer
- St Vincent's Breast Screen, St Vincent's Hospital Melbourne, Melbourne, VIC, Australia
- BreastScreen Victoria, Parkville, VIC, Australia
| | - Eloise House
- Department of Anatomical Pathology, St Vincent's Hospital, Fitzroy, Australia
| | - Sureshni I Jayasinghe
- Department of Anatomical Pathology, St Vincent's Hospital, Fitzroy, Australia
- Department of Clinical Pathology, The University of Melbourne, Parkville, 3010, Australia
| | - Holly Keane
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, 3000, Australia
| | - Anand Murugasu
- The Breast Service, The Royal Women's Hospital, Melbourne, Australia
| | - Neeha Rajan
- The Breast Service, The Royal Women's Hospital, Melbourne, Australia
| | - Islam M Miligy
- Nottingham Breast Cancer Research Centre, Academic Unit for Translational Medical Sciences, School of Medicine, Biodiscovery Institute, Department of Histopathology, University of Nottingham, Nottingham University Hospitals NHS Trust, City Hospital, Nottingham, UK
- Histopathology Department, Faculty of Medicine, Menoufia University, Shibin El Kom, Egypt
| | - Michael Toss
- Nottingham Breast Cancer Research Centre, Academic Unit for Translational Medical Sciences, School of Medicine, Biodiscovery Institute, Department of Histopathology, University of Nottingham, Nottingham University Hospitals NHS Trust, City Hospital, Nottingham, UK
- Histopathology Department, Faculty of Medicine, Menoufia University, Shibin El Kom, Egypt
| | - Andrew R Green
- Nottingham Breast Cancer Research Centre, Academic Unit for Translational Medical Sciences, School of Medicine, Biodiscovery Institute, Department of Histopathology, University of Nottingham, Nottingham University Hospitals NHS Trust, City Hospital, Nottingham, UK
| | - Emad A Rakha
- Nottingham Breast Cancer Research Centre, Academic Unit for Translational Medical Sciences, School of Medicine, Biodiscovery Institute, Department of Histopathology, University of Nottingham, Nottingham University Hospitals NHS Trust, City Hospital, Nottingham, UK
- Pathology Department, Hamad Medical Corporation, Doha, Qatar
| | - Stephen B Fox
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, 3000, Australia
| | - G Bruce Mann
- The Royal Melbourne Hospital, Melbourne, Australia
- Department of Surgery, The University of Melbourne, Parkville, 3010, Australia
- The Breast Service, The Royal Women's Hospital, Melbourne, Australia
| | - Ian G Campbell
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, 3000, Australia
- The Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, 3010, Australia
- Department of Clinical Pathology, The University of Melbourne, Parkville, 3010, Australia
| | - Kylie L Gorringe
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, 3000, Australia.
- The Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, 3010, Australia.
- Department of Clinical Pathology, The University of Melbourne, Parkville, 3010, Australia.
| |
Collapse
|
2
|
Wu R, Horimoto Y, Oshi M, Benesch MGK, Khoury T, Takabe K, Ishikawa T. Emerging measurements for tumor-infiltrating lymphocytes in breast cancer. Jpn J Clin Oncol 2024; 54:620-629. [PMID: 38521965 PMCID: PMC11144297 DOI: 10.1093/jjco/hyae033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 03/01/2024] [Indexed: 03/25/2024] Open
Abstract
Tumor-infiltrating lymphocytes are a general term for lymphocytes or immune cells infiltrating the tumor microenvironment. Numerous studies have demonstrated tumor-infiltrating lymphocytes to be robust prognostic and predictive biomarkers in breast cancer. Recently, immune checkpoint inhibitors, which directly target tumor-infiltrating lymphocytes, have become part of standard of care treatment for triple-negative breast cancer. Surprisingly, tumor-infiltrating lymphocytes quantified by conventional methods do not predict response to immune checkpoint inhibitors, which highlights the heterogeneity of tumor-infiltrating lymphocytes and the complexity of the immune network in the tumor microenvironment. Tumor-infiltrating lymphocytes are composed of diverse immune cell populations, including cytotoxic CD8-positive T lymphocytes, B cells and myeloid cells. Traditionally, tumor-infiltrating lymphocytes in tumor stroma have been evaluated by histology. However, the standardization of this approach is limited, necessitating the use of various novel technologies to elucidate the heterogeneity in the tumor microenvironment. This review outlines the evaluation methods for tumor-infiltrating lymphocytes from conventional pathological approaches that evaluate intratumoral and stromal tumor-infiltrating lymphocytes such as immunohistochemistry, to the more recent advancements in computer tissue imaging using artificial intelligence, flow cytometry sorting and multi-omics analyses using high-throughput assays to estimate tumor-infiltrating lymphocytes from bulk tumor using immune signatures or deconvolution tools. We also discuss higher resolution technologies that enable the analysis of tumor-infiltrating lymphocytes heterogeneity such as single-cell analysis and spatial transcriptomics. As we approach the era of personalized medicine, it is important for clinicians to understand these technologies.
Collapse
Affiliation(s)
- Rongrong Wu
- Department of Breast Surgery and Oncology, Tokyo Medical University, Tokyo, Japan
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Yoshiya Horimoto
- Department of Breast Surgery and Oncology, Tokyo Medical University, Tokyo, Japan
- Department of Breast Oncology, Juntendo University Hospital, Tokyo, Japan
| | - Masanori Oshi
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
- Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Matthew G K Benesch
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Thaer Khoury
- Department of Pathology & Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Kazuaki Takabe
- Department of Breast Surgery and Oncology, Tokyo Medical University, Tokyo, Japan
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
- Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Japan
- Department of Surgery, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, The State University of New York, Buffalo, NY, USA
- Department of Surgery, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
- Department of Breast Surgery, Fukushima Medical University, Fukushima, Japan
| | - Takashi Ishikawa
- Department of Breast Surgery and Oncology, Tokyo Medical University, Tokyo, Japan
| |
Collapse
|
3
|
Sampayo-Cordero M, Miguel-Huguet B, Malfettone A, López-Miranda E, Gion M, Abad E, Alcalá-López D, Pérez-Escuredo J, Pérez-García JM, Llombart-Cussac A, Cortés J. A single-arm study design with non-inferiority and superiority time-to-event endpoints: a tool for proof-of-concept and de-intensification strategies in breast cancer. Front Oncol 2023; 13:1048242. [PMID: 37496662 PMCID: PMC10368397 DOI: 10.3389/fonc.2023.1048242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 06/19/2023] [Indexed: 07/28/2023] Open
Abstract
De-escalation trials in oncology evaluate therapies that aim to improve the quality of life of patients with low-risk cancer by avoiding overtreatment. Non-inferiority randomized trials are commonly used to investigate de-intensified regimens with similar efficacy to that of standard regimens but with fewer adverse effects (ESMO evidence tier A). In cases where it is not feasible to recruit the number of patients needed for a randomized trial, single-arm prospective studies with a hypothesis of non-inferiority can be conducted as an alternative. Single-arm studies are also commonly used to evaluate novel treatment strategies (ESMO evidence tier B). A single-arm design that includes both non-inferiority and superiority primary objectives will enable the ranking of clinical activity and other parameters such as safety, pharmacokinetics, and pharmacodynamics data. Here, we describe the statistical principles and procedures to support such a strategy. The non-inferiority margin is calculated using the fixed margin method. Sample size and statistical analyses are based on the maximum likelihood method for exponential distributions. We present example analyses in metastatic and adjuvant settings to illustrate the usefulness of our methodology. We also explain its implementation with nonparametric methods. Single-arm designs with non-inferiority and superiority analyses are optimal for proof-of-concept and de-escalation studies in oncology.
Collapse
Affiliation(s)
| | - Bernat Miguel-Huguet
- Gerència Territorial Metropolitana Sud, Institut Català De La Salud, Hospital Universitari De Bellvitge, Barcelona, Spain
| | | | - Elena López-Miranda
- Medica Scientia Innovation Research (MEDSIR), Barcelona, Spain
- Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - María Gion
- Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Elena Abad
- Medica Scientia Innovation Research (MEDSIR), Barcelona, Spain
| | | | | | - José Manuel Pérez-García
- Medica Scientia Innovation Research (MEDSIR), Barcelona, Spain
- International Breast Cancer Center (IBCC), Quiron Group, Barcelona, Spain
| | - Antonio Llombart-Cussac
- Medica Scientia Innovation Research (MEDSIR), Barcelona, Spain
- Hospital Arnau de Vilanova, FISABIO, Universidad Católica de Valencia, Valencia, Spain
| | - Javier Cortés
- Medica Scientia Innovation Research (MEDSIR), Barcelona, Spain
- International Breast Cancer Center (IBCC), Quiron Group, Barcelona, Spain
- Vall d´Hebron Institute of Oncology (VHIO), Barcelona, Spain
| |
Collapse
|