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van Wagensveld L, van Baal JOAM, Timmermans M, Gaillard D, Borghuis L, Coffelt SB, Rosenberg EH, Lok CAR, Nijman HW, Kooreman LFS, Sanders J, de Bruijn M, Wessels LFA, van der Wiel R, Rausch C, Broeks A, Kruitwagen RFPM, van der Aa MA, Sonke GS, Schouten PC, Van de Vijver KK, Horlings HM. Homologous Recombination Deficiency and Cyclin E1 Amplification Are Correlated with Immune Cell Infiltration and Survival in High-Grade Serous Ovarian Cancer. Cancers (Basel) 2022; 14:cancers14235965. [PMID: 36497449 PMCID: PMC9738162 DOI: 10.3390/cancers14235965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 11/24/2022] [Accepted: 11/28/2022] [Indexed: 12/07/2022] Open
Abstract
BACKGROUND How molecular profiles are associated with tumor microenvironment (TME) in high-grade serous ovarian cancer (HGSOC) is incompletely understood. Therefore, we analyzed the TME and molecular profiles of HGSOC and assessed their associations with overall survival (OS). METHODS Patients with advanced-stage HGSOC treated in three Dutch hospitals between 2008-2015 were included. Patient data were collected from medical records. BRCA1/2 mutation, BRCA1 promotor methylation analyses, and copy number variations were used to define molecular profiles. Immune cells were assessed with immunohistochemical staining. RESULTS 348 patients were categorized as BRCA mutation (BRCAm) (BRCAm or promotor methylation) (30%), non-BRCA mutated HRD (19%), Cyclin E1 (CCNE1)-amplification (13%), non-BRCAmut HRD and CCNE1-amplification (double classifier) (20%), and no specific molecular profile (NSMP) (18%). BRCAm showed highest immune cell densities and CCNE1-amplification lowest. BRCAm showed the most favorable OS (52.5 months), compared to non-BRCAmut HRD (41.0 months), CCNE1-amplification (28.0 months), double classifier (27.8 months), and NSMP (35.4 months). Higher immune cell densities showed a favorable OS compared to lower, also within the profiles. CD8+, CD20+, and CD103+ cells remained associated with OS in multivariable analysis. CONCLUSIONS Molecular profiles and TME are associated with OS. TME differs per profile, with higher immune cell densities showing a favorable OS, even within the profiles. HGSOC does not reflect one entity but comprises different entities based on molecular profiles and TME.
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Affiliation(s)
- Lilian van Wagensveld
- Department of Research and Development, Netherlands Comprehensive Cancer Organization (IKNL), 3511 DT Utrecht, The Netherlands
- Department of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
- GROW, School for Oncology and Reproduction, 6229 HX Maastricht, The Netherlands
- Correspondence:
| | - Juliette O. A. M. van Baal
- Department of Gynecology, Center for Gynecologic Oncology Amsterdam (CGOA), 1066 CX Amsterdam, The Netherlands
| | - Maite Timmermans
- Department of Obstetrics and Gynecology, Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands
| | - Duco Gaillard
- Department of Molecular Carcinogenesis, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Lauri Borghuis
- Department of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Seth B. Coffelt
- Division of Tumor Biology & Immunology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
- Institute of Cancer Sciences, University of Glasgow, Glasgow G12 8QQ, UK
- Cancer Research UK, Beatson Institute, Glasgow G61 1BD, UK
| | - Efraim H. Rosenberg
- Department of Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Christianne A. R. Lok
- Department of Gynecology, Center for Gynecologic Oncology Amsterdam (CGOA), 1066 CX Amsterdam, The Netherlands
| | - Hans W. Nijman
- Department of Obstetrics and Gynecology, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands
| | - Loes F. S. Kooreman
- GROW, School for Oncology and Reproduction, 6229 HX Maastricht, The Netherlands
- Department of Pathology, Maastricht University Medical Centre, 6229 HX Maastricht, The Netherlands
| | - Joyce Sanders
- Department of Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Marco de Bruijn
- Department of Obstetrics and Gynecology, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands
| | - Lodewyk F. A. Wessels
- Department of Molecular Carcinogenesis, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Rianne van der Wiel
- Department of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Christian Rausch
- Department of Pathology, VU University Medical Center, 1081 HV Amsterdam, The Netherlands
- BioLizard nv, 9000 Ghent, Belgium
| | - Annegien Broeks
- Core Facility Molecular Pathology & Biobanking, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Roy F. P. M. Kruitwagen
- GROW, School for Oncology and Reproduction, 6229 HX Maastricht, The Netherlands
- Department of Obstetrics and Gynecology, Maastricht University Medical Centre, 6229 HX Maastricht, The Netherlands
| | - Maaike A. van der Aa
- Department of Research and Development, Netherlands Comprehensive Cancer Organization (IKNL), 3511 DT Utrecht, The Netherlands
| | - Gabe S. Sonke
- Department of Medical Oncology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Philip C. Schouten
- Department of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Koen K. Van de Vijver
- Department of Gynecology, Center for Gynecologic Oncology Amsterdam (CGOA), 1066 CX Amsterdam, The Netherlands
- Department of Pathology & Cancer Research Institute Ghent (CRIG), Ghent University Hospital, 9000 Ghent, Belgium
| | - Hugo M. Horlings
- Department of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
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de Boo L, Cimino-Mathews A, Lubeck Y, Daletzakis A, Opdam M, Sanders J, Hooijberg E, van Rossum A, Loncova Z, Rieder D, Trajanoski Z, Vollebergh M, Sobral-Leite M, van de Vijver K, Broeks A, van der Wiel R, van Tinteren H, Linn S, Horlings HM, Kok M. Tumour-infiltrating lymphocytes (TILs) and BRCA-like status in stage III breast cancer patients randomised to adjuvant intensified platinum-based chemotherapy versus conventional chemotherapy. Eur J Cancer 2020; 127:240-250. [PMID: 31956037 DOI: 10.1016/j.ejca.2019.12.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 11/26/2019] [Accepted: 12/05/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND The prognostic value of tumour-infiltrating lymphocytes (TILs) differs by breast cancer (BC) subtype. The aim of this study was to evaluate TILs in stage III BC in the context of BRCA1/2-like phenotypes and association with outcome and benefit of intensified platinum-based chemotherapy. PATIENTS AND METHODS Patients participated in a randomised controlled trial of adjuvant intensified platinum-based chemotherapy versus conventional anthracycline-based chemotherapy carried out between 1993 and 1999 in stage III BC. Stromal TILs were scored according to International guidelines in these human epidermal growth factor receptor 2 (HER2)-negative tumours. BRCA-profiles were determined using Comparative Genomic Hybridization. RESULTS TIL levels were evaluated in 248 BCs. High TILs were associated with Triple Negative BC (TNBC). BRCA-like tumours harboured higher TILs compared to non-BRCA-like tumours (median TILs of 20% versus 10%, p < 0.01). TIL levels in BRCA1-like tumours were higher compared to BRCA2-like tumours (median TILs of 20% versus 10%, p < 0.001). These correlations remained significant within the oestrogen (ER)-positive subgroup, however not within the TNBC subgroup. In this stage III BC cohort, high TIL level was associated with favourable outcome (TILs per 10% increment, recurrence-free survival (RFS): multivariate hazard ratio (HR) 0.82, 95% confidence interval (CI) 0.71-0.94, p = 0.01; overall survival (OS): multivariate HR 0.80, 95% CI 0.68-0.94, p = 0.01). There was no significant interaction between TILs and benefit of intensified platinum-based chemotherapy. CONCLUSION In this high-risk breast cancer cohort, high TILs were associated with TNBC and BRCA1-like status. Within the ER-positive subgroup, TIL levels were higher in BRCA1-like compared to BRCA2-like tumours. When adjusted for clinical characteristics, TILs were significantly associated with a more favourable outcome in stage III BC patients.
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MESH Headings
- Adult
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- BRCA1 Protein/genetics
- BRCA2 Protein/genetics
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Carboplatin/administration & dosage
- Carcinoma, Ductal, Breast/drug therapy
- Carcinoma, Ductal, Breast/genetics
- Carcinoma, Ductal, Breast/immunology
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Lobular/drug therapy
- Carcinoma, Lobular/genetics
- Carcinoma, Lobular/immunology
- Carcinoma, Lobular/pathology
- Chemotherapy, Adjuvant
- Cyclophosphamide/administration & dosage
- Epirubicin/administration & dosage
- Female
- Fluorouracil/administration & dosage
- Follow-Up Studies
- Humans
- Lymphocytes, Tumor-Infiltrating/immunology
- Mutation
- Neoplasm Recurrence, Local/drug therapy
- Neoplasm Recurrence, Local/genetics
- Neoplasm Recurrence, Local/immunology
- Neoplasm Recurrence, Local/pathology
- Neoplasm Staging
- Receptor, ErbB-2/metabolism
- Receptors, Estrogen/metabolism
- Receptors, Progesterone/metabolism
- Retrospective Studies
- Survival Rate
- Thiotepa/administration & dosage
- Triple Negative Breast Neoplasms/drug therapy
- Triple Negative Breast Neoplasms/genetics
- Triple Negative Breast Neoplasms/immunology
- Triple Negative Breast Neoplasms/pathology
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Affiliation(s)
- Leonora de Boo
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | | | - Yoni Lubeck
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Antonios Daletzakis
- Biometrics Department, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Mark Opdam
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Joyce Sanders
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Erik Hooijberg
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Annelot van Rossum
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Zuzana Loncova
- Division of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria
| | - Dietmar Rieder
- Division of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria
| | - Zlatko Trajanoski
- Division of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria
| | - Marieke Vollebergh
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Marcelo Sobral-Leite
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands; Coordenação de Pesquisa, Instituto Nacional de Câncer, Rio de Janeiro, RJ, Brazil
| | - Koen van de Vijver
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands; Department of Pathology, Ghent University Hospital, Ghent, Belgium
| | - Annegien Broeks
- Core Facility Molecular Pathology and Biobanking, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Rianne van der Wiel
- Core Facility Molecular Pathology and Biobanking, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Harm van Tinteren
- Biometrics Department, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Sabine Linn
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands; Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands; Department of Pathology, University Medical Centre, Utrecht, the Netherlands
| | - Hugo Mark Horlings
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands; Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Marleen Kok
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands; Division of Molecular Oncology & Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
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