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Schettini F, Saracchini S, Bassini A, Marus W, Corsetti S, Specogna I, Bertola M, Micheli E, Wirtz RM, Laible M, Şahin U, Strina C, Milani M, Aguggini S, Tancredi R, Fiorio E, Sulfaro S, Generali D. Prediction of response to neoadjuvant chemotherapy by MammaTyper® across breast cancer subtypes: A retrospective cross-sectional study. Breast 2024; 76:103753. [PMID: 38815444 PMCID: PMC11166895 DOI: 10.1016/j.breast.2024.103753] [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: 10/18/2023] [Revised: 05/07/2024] [Accepted: 05/22/2024] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND Neoadjuvant chemotherapy (NACT) is widely used in the treatment of triple-negative and HER2-positive breast cancer (BC), but its use in estrogen receptor (ER) and/or progesterone receptor (PR) positive/HER2-negative BC is questioned because of the low pathologic complete response (pCR) rates. This retrospective study assessed the mRNA-based MammaTyper® assay's capability of predicting pCR with NACT, and ER, PR, Ki67, and HER2 status at immunohistochemical (IHC) through transcriptomics. METHODS Diagnostic biopsies from 76 BC patients treated at the Cremona Hospital between 2012-2018 were analyzed. Relative mRNA expression levels of ERBB2, ESR1, PGR, and MKI67 were measured using the MammaTyper® kit and integrated into a pCR score. Predicting capability of pCR and standard IHC biomarkers could be assessed with ROC curves in 75 and 76 patients, respectively. RESULTS Overall, 68.0% patients obtained a MammaTyper® high-score and 32.0% a MammaTyper® low-score. Among high-score patients, 62.7% achieved pCR, compared to 16.7% in the low-score group (p = 0.0003). The binary MammaTyper® score showed good prediction of pCR in the overall cohort (area under curve [AUC] = 0.756) and in HR+/HER2-negative cases (AUC = 0.774). In cases with residual disease, the continuous MammaTyper® score correlated moderately with residual tumor size and decrease in tumor size. MammaTyper® showed substantial agreement with IHC for ESR1/ER and ERBB2/HER2, and moderate agreement for PGR/PR and MKI67/Ki67. CONCLUSION Overall, MammaTyper® pCR score may serve as a standardized tool for predicting NACT response in HR+/HER2-negative BC, potentially guiding treatment strategies. Additionally, it could provide a more standardized and reproducible assessment of ER, PR, HER2, and Ki67 status.
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Affiliation(s)
- Francesco Schettini
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Department of Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain; Faculty of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain.
| | | | - Anna Bassini
- Azienda per l'Assistenza Sanitaria 5 Friuli Occidentale, "Santa Maria degli Angeli" Hospital, Pordenone, Italy
| | - Wally Marus
- Azienda per l'Assistenza Sanitaria 5 Friuli Occidentale, "Santa Maria degli Angeli" Hospital, Pordenone, Italy
| | | | - Ilaria Specogna
- Azienda per l'Assistenza Sanitaria 5 Friuli Occidentale, "Santa Maria degli Angeli" Hospital, Pordenone, Italy
| | | | - Elvia Micheli
- Azienda per l'Assistenza Sanitaria 5 Friuli Occidentale, "Santa Maria degli Angeli" Hospital, Pordenone, Italy
| | - Ralph M Wirtz
- STRATIFYER Molecular Pathology GmbH, Cologne, Germany
| | | | | | - Carla Strina
- Multidisciplinary Unit of Breast Pathology and Translational Research, Cremona Hospital, Cremona, Italy
| | - Manuela Milani
- Multidisciplinary Unit of Breast Pathology and Translational Research, Cremona Hospital, Cremona, Italy
| | - Sergio Aguggini
- Multidisciplinary Unit of Breast Pathology and Translational Research, Cremona Hospital, Cremona, Italy
| | - Richard Tancredi
- Multidisciplinary Unit of Breast Pathology and Translational Research, Cremona Hospital, Cremona, Italy
| | - Elena Fiorio
- Section of Oncology, Department of Medicine, University of Verona School of Medicine and Verona University Hospital Trust, 37134 Verona, Italy
| | - Sandro Sulfaro
- Azienda per l'Assistenza Sanitaria 5 Friuli Occidentale, "Santa Maria degli Angeli" Hospital, Pordenone, Italy
| | - Daniele Generali
- Multidisciplinary Unit of Breast Pathology and Translational Research, Cremona Hospital, Cremona, Italy; Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy.
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2
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Wang J, Suh JM, Woo BJ, Navickas A, Garcia K, Yin K, Fish L, Cavazos T, Hänisch B, Markett D, Yu S, Hirst G, Brown-Swigart L, Esserman LJ, van ‘t Veer LJ, Goodarzi H. Systematic annotation of orphan RNAs reveals blood-accessible molecular barcodes of cancer identity and cancer-emergent oncogenic drivers. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.19.585748. [PMID: 38562907 PMCID: PMC10983903 DOI: 10.1101/2024.03.19.585748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
From extrachromosomal DNA to neo-peptides, the broad reprogramming of the cancer genome leads to the emergence of molecules that are specific to the cancer state. We recently described orphan non-coding RNAs (oncRNAs) as a class of cancer-specific small RNAs with the potential to play functional roles in breast cancer progression1. Here, we report a systematic and comprehensive search to identify, annotate, and characterize cancer-emergent oncRNAs across 32 tumor types. We also leverage large-scale in vivo genetic screens in xenografted mice to functionally identify driver oncRNAs in multiple tumor types. We have not only discovered a large repertoire of oncRNAs, but also found that their presence and absence represent a digital molecular barcode that faithfully captures the types and subtypes of cancer. Importantly, we discovered that this molecular barcode is partially accessible from the cell-free space as some oncRNAs are secreted by cancer cells. In a large retrospective study across 192 breast cancer patients, we showed that oncRNAs can be reliably detected in the blood and that changes in the cell-free oncRNA burden captures both short-term and long-term clinical outcomes upon completion of a neoadjuvant chemotherapy regimen. Together, our findings establish oncRNAs as an emergent class of cancer-specific non-coding RNAs with potential roles in tumor progression and clinical utility in liquid biopsies and disease monitoring.
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Affiliation(s)
- Jeffrey Wang
- Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Urology, University of California, San Francisco, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, US Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
- Present address: School of Medicine, University of California, Davis, CA, US
| | - Jung Min Suh
- Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Urology, University of California, San Francisco, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, US Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Brian J Woo
- Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Urology, University of California, San Francisco, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, US Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Albertas Navickas
- Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Urology, University of California, San Francisco, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, US Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
- Present address: Institut Curie, CNRS UMR3348, INSERM U1278, Orsay, France
| | - Kristle Garcia
- Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Urology, University of California, San Francisco, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, US Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Keyi Yin
- Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Urology, University of California, San Francisco, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, US Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Lisa Fish
- Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Urology, University of California, San Francisco, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, US Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Taylor Cavazos
- Biological and Medical Informatics, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Benjamin Hänisch
- Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Urology, University of California, San Francisco, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, US Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Daniel Markett
- Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Urology, University of California, San Francisco, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, US Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Shaorong Yu
- Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Urology, University of California, San Francisco, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, US Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Gillian Hirst
- Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Lamorna Brown-Swigart
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Laura J. Esserman
- Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Laura J. van ‘t Veer
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Hani Goodarzi
- Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Urology, University of California, San Francisco, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, USA
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, US Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
- Arc Institute, Palo Alto, CA 94304, USA
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Pascual T, Fernandez-Martinez A, Agrawal Y, Pfefferle AD, Chic N, Brasó-Maristany F, Gonzàlez-Farré B, Paré L, Villacampa G, Saura C, Hernando C, Muñoz M, Galván P, Gonzàlez-Farré X, Oliveira M, Gil-Gil M, Ciruelos E, Villagrasa P, Gavilá J, Prat A, Perou CM. Cell-cycle inhibition and immune microenvironment in breast cancer treated with ribociclib and letrozole or chemotherapy. NPJ Breast Cancer 2024; 10:20. [PMID: 38448600 PMCID: PMC10918094 DOI: 10.1038/s41523-024-00625-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 02/22/2024] [Indexed: 03/08/2024] Open
Abstract
In this study, we performed genomic analyses of cell cycle and tumor microenvironment changes during and after ribociclib and letrozole or chemotherapy in the CORALLEEN trial. 106 women with untreated PAM50-defined Luminal B early breast cancers were randomly assigned to receive neoadjuvant ribociclib and letrozole or standard-of-care chemotherapy. Ki67 immunohistochemistry, tumor-infiltrating lymphocytes quantification, and RNA sequencing were obtained from tissue biopsies pre-treatment, on day 14 of treatment, and tumor specimens from surgical resection. Results showed that at surgery, Ki67 and the PAM50 proliferation scores were lower after ribociclib compared to chemotherapy. However, consistent reactivation of tumor cell proliferation from day 14 to surgery was only observed in the ribociclib arm. In tumors with complete cell cycle arrest (CCCA) at surgery, PAM50 proliferation scores were lower in the ribociclib arm compared to chemotherapy (p < 0.001), whereas the opposite was observed with tumor cellularity (p = 0.002). Gene expression signatures (GES) associated with antigen-presenting cells (APCs) and innate immune system activity showed increased expression post-chemotherapy but decreased expression post-ribociclib. Interferon-associated GES had decreased expression with CCCA and increased expression with non-CCCA. Our findings suggest that while both treatment strategies decreased proliferation, the depth and the patterns over time differed by treatment arm. Immunologically, ribociclib was associated with downregulated GES associated with APCs and the innate immune system in Luminal B tumors, contrary to existing preclinical data. Further studies are needed to understand the effect of CDK4/6 inhibition on the tumor cells and microenvironment, an effect which may vary according to tumor subtypes.
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Affiliation(s)
- Tomás Pascual
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
- SOLTI Cancer Research Group, Barcelona, Spain
- Medical Oncology Department, Hospital Clinic de Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Aranzazu Fernandez-Martinez
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Yash Agrawal
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Adam D Pfefferle
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Nuria Chic
- Medical Oncology Department, Hospital Clinic de Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Fara Brasó-Maristany
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Blanca Gonzàlez-Farré
- SOLTI Cancer Research Group, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Pathology Department, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Laia Paré
- SOLTI Cancer Research Group, Barcelona, Spain
- Medical Oncology Department, Hospital Clinic de Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | | | - Cristina Saura
- SOLTI Cancer Research Group, Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Breast Cancer Program, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Cristina Hernando
- Medical Oncology Department, Hospital Clínico Universitario de Valencia, Valencia, Spain
- Breast Cancer Biology Research Group, Biomedical Research Institute INCLIVA, Valencia, Spain
| | - Montserrat Muñoz
- SOLTI Cancer Research Group, Barcelona, Spain
- Medical Oncology Department, Hospital Clinic de Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Patricia Galván
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Xavier Gonzàlez-Farré
- SOLTI Cancer Research Group, Barcelona, Spain
- Breast Cancer Unit, Hospital Universitari General de Catalunya, Universitat Internacional de Catalunya, Barcelona, Spain
| | - Mafalda Oliveira
- SOLTI Cancer Research Group, Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Breast Cancer Program, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Miguel Gil-Gil
- IDIBELL, L'Hospitalet, Barcelona, Spain
- Department of Medical Oncology, Multidisciplinary Breast Cancer Unit, Institut Català d'Oncologia Medical Oncology, Barcelona, Spain
| | - Eva Ciruelos
- SOLTI Cancer Research Group, Barcelona, Spain
- Medical Oncology Department, Hospital 12 de Octubre, Madrid, Spain
- Medical Oncology Department, HM Hospitales Madrid, Madrid, Spain
| | | | - Joaquín Gavilá
- SOLTI Cancer Research Group, Barcelona, Spain
- Fundación Instituto Valenciano de Oncología, Valencia, Spain
| | - Aleix Prat
- SOLTI Cancer Research Group, Barcelona, Spain.
- Medical Oncology Department, Hospital Clinic de Barcelona, Barcelona, Spain.
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.
- Department of Medicine, University of Barcelona, Barcelona, Spain.
- Breast Cancer Unit, IOB-Quirón Salud, Barcelona, Spain.
| | - Charles M Perou
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
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Sadri F, Hosseini SF, Rezaei Z, Fereidouni M. Hippo-YAP/TAZ signaling in breast cancer: Reciprocal regulation of microRNAs and implications in precision medicine. Genes Dis 2024; 11:760-771. [PMID: 37692482 PMCID: PMC10491881 DOI: 10.1016/j.gendis.2023.01.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 12/09/2022] [Accepted: 01/29/2023] [Indexed: 09/12/2023] Open
Abstract
Breast cancer is a molecularly heterogeneous disease and the most common female malignancy. In recent years, therapy approaches have evolved to accommodate molecular diversity, with a focus on more biologically based therapies to minimize negative consequences. To regulate cell fate in human breast cells, the Hippo signaling pathway has been associated with the alpha subtype of estrogen receptors. This pathway regulates tissue size, regeneration, and healing, as well as the survival of tissue-specific stem cells, proliferation, and apoptosis in a variety of organs, allowing for cell differentiation. Hippo signaling is mediated by the kinases MST1, MST2, LATS1, and LATS2, as well as the adaptor proteins SAV1 and MOB. These kinases phosphorylate the downstream effectors of the Hippo pathway, yes-associated protein (YAP), and transcriptional coactivator with PDZ-binding motif (TAZ), suppressing the expression of their downstream target genes. The Hippo signaling pathway kinase cascade plays a significant role in all cancers. Understanding the principles of this kinase cascade would prevent the occurrence of breast cancer. In recent years, small noncoding RNAs, or microRNAs, have been implicated in the development of several malignancies, including breast cancer. The interconnections between miRNAs and Hippo signaling pathway core proteins in the breast, on the other hand, remain poorly understood. In this review, we focused on highlighting the Hippo signaling system, its key parts, its importance in breast cancer, and its regulation by miRNAs and other related pathways.
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Affiliation(s)
- Farzad Sadri
- Student Research Committee, Birjand University of Medical Sciences, Birjand 9717853577, Iran
| | | | - Zohreh Rezaei
- Department of Biology, University of Sistan and Baluchestan, Zahedan 9816745785, Iran
| | - Mohammad Fereidouni
- Cellular and Molecular Research Center, Birjand University of Medical Sciences, Birjand 9717853577, Iran
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5
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Seguí E, Schettini F. Liquid biopsy to tailor the treatment of advanced hormone receptor-positive breast cancer in the era of novel endocrine agents and CDK4/6-inhibitors. ANNALS OF TRANSLATIONAL MEDICINE 2024; 12:19. [PMID: 38304907 PMCID: PMC10777248 DOI: 10.21037/atm-23-1804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 10/10/2023] [Indexed: 02/03/2024]
Affiliation(s)
- Elia Seguí
- SOLTI Cancer Research Group, Barcelona, Spain
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (FRCB-IDIBAPS), Barcelona, Spain
| | - Francesco Schettini
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (FRCB-IDIBAPS), Barcelona, Spain
- Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
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6
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Lopez-Tarruella S, Del Monte-Millán M, Roche-Molina M, Jerez Y, Echavarria Diaz-Guardamino I, Herrero López B, Gamez Casado S, Marquez-Rodas I, Alvarez E, Cebollero M, Massarrah T, Ocaña I, Arias A, García-Sáenz JÁ, Moreno Anton F, Olier Garate C, Moreno Muñoz D, Marrupe D, Lara Álvarez MÁ, Enrech S, Bueno Muiño C, Martín M. Correlation between breast cancer subtypes determined by immunohistochemistry and n-COUNTER PAM50 assay: a real-world study. Breast Cancer Res Treat 2024; 203:163-172. [PMID: 37773555 PMCID: PMC10771357 DOI: 10.1007/s10549-023-07094-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 08/13/2023] [Indexed: 10/01/2023]
Abstract
PURPOSE Molecular subtyping based on gene expression profiling (i.e., PAM50 assay) aids in determining the prognosis and treatment of breast cancer (BC), particularly in hormone receptor (HR)-positive/human epidermal growth factor receptor 2 (HER2)-negative tumors, where luminal A and B subtypes have different prognoses and treatments. Several surrogate classifications have been proposed for distinguishing between the luminal A and B subtypes. This study determines the accuracy of local immunohistochemistry (IHC) techniques for classifying HR-positive/HER2-negative (HR+/HER2-) tumors according to intrinsic subtypes using the nCOUNTER PAM50 assay as reference and the HR status definition according the ASCO/CAP recommendations. METHODS Molecular subtypes resulting from nCOUNTER PAM50 performed in our laboratory between 2014 and 2020 were correlated with three different proxy surrogates proposed in the literature based on ER, PR, HER2, and Ki67 expression with different cut-off values. Concordance was measured using the level of agreement and kappa statistics. RESULTS From 1049 samples with the nCOUNTER test, 679 and 350 were luminal A and B subtypes, respectively. Only a poor-to-fair correlation was observed between the three proxy surrogates and real genomic subtypes as determined by nCOUNTER PAM50. Moreover, 5-11% and 18-36% of the nCOUNTER PAM50 luminal B and A tumors were classified as luminal A and B, respectively, by these surrogates. CONCLUSION The concordance between luminal subtypes determined by three different IHC-based classifiers and the nCOUNTER PAM50 assay was suboptimal. Thus, a significant proportion of luminal A and B tumors as determined by the surrogate classifiers could be undertreated or over-treated.
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Affiliation(s)
- Sara Lopez-Tarruella
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañon (IiSGM), CIBERONC, Geicam, Universidad Complutense, 28007, Madrid, Spain
| | - María Del Monte-Millán
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), CiberOnc, Madrid, Spain
| | - Marta Roche-Molina
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain
| | - Yolanda Jerez
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), CiberOnc, Madrid, Spain
| | - Isabel Echavarria Diaz-Guardamino
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), CiberOnc, Madrid, Spain
| | - Blanca Herrero López
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain
| | - Salvador Gamez Casado
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain
| | - Iván Marquez-Rodas
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), CiberOnc, Madrid, Spain
| | - Enrique Alvarez
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain
| | - María Cebollero
- Pathology Service, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Tatiana Massarrah
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), CiberOnc, Madrid, Spain
| | - Inmaculada Ocaña
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain
| | - Ainhoa Arias
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain
| | - José Ángel García-Sáenz
- Medical Oncology Department, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria San Carlos (IdISSC), CIBERONC, Madrid, Spain
| | - Fernando Moreno Anton
- Medical Oncology Department, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria San Carlos (IdISSC), CIBERONC, Madrid, Spain
| | - Clara Olier Garate
- Medical Oncology Department, Hospital Universitario Fundación Alcorcón, Alcorcon, Spain
| | - Diana Moreno Muñoz
- Medical Oncology Department, Hospital Universitario Fundación Alcorcón, Alcorcon, Spain
| | - David Marrupe
- Department of Oncologia, Hospital Universitario de Móstoles, Mostoles, Spain
| | - Miguel Ángel Lara Álvarez
- Medical Oncology Department, Hospital Universitario Infanta Leonor, Universidad Complutense, Madrid, Spain
| | - Santos Enrech
- Medical Oncology Department, Hospital Universitario de Getafe, Madrid, Spain
| | - Coralia Bueno Muiño
- Medical Oncology Department, Hospital Infanta Cristina (Parla), Fundación de Investigación Biomédica del H.U. Puerta de Hierro, Majadahonda, 28009, Madrid, Spain
| | - Miguel Martín
- Medical Oncology Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañon (IiSGM), CIBERONC, Geicam, Universidad Complutense, 28007, Madrid, Spain.
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7
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Paul ED, Huraiová B, Valková N, Birknerova N, Gábrišová D, Gubova S, Ignačáková H, Ondris T, Bendíková S, Bíla J, Buranovská K, Drobná D, Krchnakova Z, Kryvokhyzha M, Lovíšek D, Mamoilyk V, Mančíková V, Vojtaššáková N, Ristová M, Comino-Méndez I, Andrašina I, Morozov P, Tuschl T, Pareja F, Čekan P. Multiplexed RNA-FISH-guided Laser Capture Microdissection RNA Sequencing Improves Breast Cancer Molecular Subtyping, Prognostic Classification, and Predicts Response to Antibody Drug Conjugates. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.12.05.23299341. [PMID: 38105959 PMCID: PMC10723508 DOI: 10.1101/2023.12.05.23299341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
On a retrospective cohort of 1,082 FFPE breast tumors, we demonstrated the analytical validity of a test using multiplexed RNA-FISH-guided laser capture microdissection (LCM) coupled with RNA-sequencing (mFISHseq), which showed 93% accuracy compared to immunohistochemistry. The combination of these technologies makes strides in i) precisely assessing tumor heterogeneity, ii) obtaining pure tumor samples using LCM to ensure accurate biomarker expression and multigene testing, and iii) providing thorough and granular data from whole transcriptome profiling. We also constructed a 293-gene intrinsic subtype classifier that performed equivalent to the research based PAM50 and AIMS classifiers. By combining three molecular classifiers for consensus subtyping, mFISHseq alleviated single sample discordance, provided near perfect concordance with other classifiers (κ > 0.85), and reclassified 30% of samples into different subtypes with prognostic implications. We also use a consensus approach to combine information from 4 multigene prognostic classifiers and clinical risk to characterize high, low, and ultra-low risk patients that relapse early (< 5 years), late (> 10 years), and rarely, respectively. Lastly, to identify potential patient subpopulations that may be responsive to treatments like antibody drug-conjugates (ADC), we curated a list of 92 genes and 110 gene signatures to interrogate their association with molecular subtype and overall survival. Many genes and gene signatures related to ADC processing (e.g., antigen/payload targets, endocytosis, and lysosome activity) were independent predictors of overall survival in multivariate Cox regression models, thus highlighting potential ADC treatment-responsive subgroups. To test this hypothesis, we constructed a unique 19-feature classifier using multivariate logistic regression with elastic net that predicted response to trastuzumab emtansine (T-DM1; AUC = 0.96) better than either ERBB2 mRNA or Her2 IHC alone in the T-DM1 arm of the I-SPY2 trial. This test was deployed in a research-use only format on 26 patients and revealed clinical insights into patient selection for novel therapies like ADCs and immunotherapies and de-escalation of adjuvant chemotherapy.
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Affiliation(s)
- Evan D. Paul
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Barbora Huraiová
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Natália Valková
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
- Institute of Clinical Biochemistry and Diagnostics, University Hospital, Faculty of Medicine in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic
| | - Natalia Birknerova
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Daniela Gábrišová
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Sona Gubova
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Helena Ignačáková
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Tomáš Ondris
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Silvia Bendíková
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Jarmila Bíla
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Katarína Buranovská
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Diana Drobná
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Zuzana Krchnakova
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Maryna Kryvokhyzha
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Daniel Lovíšek
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Viktoriia Mamoilyk
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Veronika Mančíková
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Nina Vojtaššáková
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
| | - Michaela Ristová
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
- Wellcome Centre for Cell Biology, School of Biological Sciences, University of Edinburgh, Edinburgh, Scotland, UK
| | - Iñaki Comino-Méndez
- Unidad de Gestión Clínica Intercentros de Oncología Medica, Hospitales Universitarios Regional y Virgen de la Victoria. The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), Málaga, Spain
| | - Igor Andrašina
- Department of Radiotherapy and Oncology, East Slovakia Institute of Oncology, Košice, Slovakia
| | - Pavel Morozov
- Laboratory for RNA Molecular Biology, The Rockefeller University, New York NY, USA
| | - Thomas Tuschl
- Laboratory for RNA Molecular Biology, The Rockefeller University, New York NY, USA
| | - Fresia Pareja
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Pavol Čekan
- MultiplexDX, s.r.o., Comenius University Science Park, Bratislava, Slovakia
- MultiplexDX, Inc., Rockville, MD, USA
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8
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Crispo A, Augustin LSA, Luongo A, Calderaio C, Breda J, Coluccia S, Calabrese A, Marrazzo V, Giannatiempo R, Trasacco P, Palumbo E, Vitale S, Porciello G, Di Gennaro P, Caputo R, Buono G, Vernieri C, Schettini F, Grimaldi M, Nocerino F, Celentano E, Amore A, Giuliano M, De Placido P, De Angelis C, Bianco R, De Laurentiis M, La Vecchia C, Arpino G. Central obesity, body mass index, metabolic syndrome and mortality in Mediterranean breast cancer patients. Sci Rep 2023; 13:21208. [PMID: 38040773 PMCID: PMC10692221 DOI: 10.1038/s41598-023-45439-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 10/19/2023] [Indexed: 12/03/2023] Open
Abstract
Obesity and metabolic disorders have been associated with poor outcomes in non-Mediterranean breast cancer (BC) patients. The purpose of this study was to investigate the prognostic potential of anthropometric variables in patients with early BC living in Southern Mediterranean region of Italy. We enrolled 955 consecutive early BC patients treated in hospitals in Naples between 2009 and 2013 (median follow-up 11.8-year ending 15/09/2022). Body mass index (BMI), waist circumference (WC), waist-to-hip ratio (WHR) and metabolic syndrome (MetS) were collected. All-cause and BC-specific mortality were calculated. At the last day of contact 208 (22%) patients had died, 131 (14%) from BC. High WC (≥ 88 cm) or WHR (> 0.85) and the MetS were significantly associated with moderately increased risk of all-cause mortality (HR=1.39, 1.62, 1.61, respectively). A significant increased risk of BC-specific mortality was found in obese patients, in those with high WC, high WHR and those with MetS (HR=1.72, 1.71, 1.80, 1.81, respectively). Central obesity significantly increased total and BC-specific mortality particularly in pre-menopausal women and in luminal subtypes, while in post-menopause MetS was a stronger risk factor. Obesity and MetS may impair the effectiveness of BC therapies hence active lifestyle interventions are encouraged.
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Affiliation(s)
- Anna Crispo
- Epidemiology and Biostatistics Unit, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Livia S A Augustin
- Epidemiology and Biostatistics Unit, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Assunta Luongo
- Epidemiology and Biostatistics Unit, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Claudia Calderaio
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Campania, Italy
| | - Joao Breda
- WHO Athens Quality of Care Office, Athens, Greece
| | - Sergio Coluccia
- Epidemiology and Biostatistics Unit, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Alessandra Calabrese
- Department of Senology, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, NA, Italy
| | - Vittorio Marrazzo
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Campania, Italy
| | | | - Paola Trasacco
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Campania, Italy
| | - Elvira Palumbo
- Epidemiology and Biostatistics Unit, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Sara Vitale
- Epidemiology and Biostatistics Unit, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Giuseppe Porciello
- Epidemiology and Biostatistics Unit, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Piergiacomo Di Gennaro
- Epidemiology and Biostatistics Unit, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Roberta Caputo
- Department of Senology, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, NA, Italy
| | - Giuseppe Buono
- Department of Senology, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, NA, Italy
| | - Claudio Vernieri
- IFOM ETS, the AIRC Institute of Molecular Oncology, Milan, Italy
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Francesco Schettini
- Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Faculty of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain
| | - Maria Grimaldi
- Epidemiology and Biostatistics Unit, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Flavia Nocerino
- Epidemiology and Biostatistics Unit, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Egidio Celentano
- Epidemiology and Biostatistics Unit, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Alfonso Amore
- Division of Surgery of Melanoma and Skin Cancer, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Mario Giuliano
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Campania, Italy.
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, USA.
| | - Pietro De Placido
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Campania, Italy
| | - Carmine De Angelis
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Campania, Italy
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, USA
| | - Roberto Bianco
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Campania, Italy
| | - Michelino De Laurentiis
- Department of Senology, Istituto Nazionale Tumori - IRCCS "Fondazione G. Pascale", Naples, NA, Italy
| | - Carlo La Vecchia
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Grazia Arpino
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Campania, Italy
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9
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Alves-Vale C, Capela AM, Tavares-Marcos C, Domingues-Silva B, Pereira B, Santos F, Gomes CP, Espadas G, Vitorino R, Sabidó E, Borralho P, Nóbrega-Pereira S, Bernardes de Jesus B. Expression of NORAD correlates with breast cancer aggressiveness and protects breast cancer cells from chemotherapy. MOLECULAR THERAPY. NUCLEIC ACIDS 2023; 33:910-924. [PMID: 37680988 PMCID: PMC10480464 DOI: 10.1016/j.omtn.2023.08.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 08/16/2023] [Indexed: 09/09/2023]
Abstract
The recently discovered human lncRNA NORAD is induced after DNA damage in a p53-dependent manner. It plays a critical role in the maintenance of genomic stability through interaction with Pumilio proteins, limiting the repression of their target mRNAs. Therefore, NORAD inactivation causes chromosomal instability and aneuploidy, which contributes to the accumulation of genetic abnormalities and tumorigenesis. NORAD has been detected in several types of cancer, including breast cancer, which is the most frequently diagnosed and the second-leading cause of cancer death in women. In the present study, we confirmed upregulated NORAD expression levels in a set of human epithelial breast cancer cell lines (MDA-MB-231, MDA-MB-436, and MDA-MB-468), which belong to the most aggressive subtypes (triple-negative breast cancer). These results are in line with previous data showing that high NORAD expression levels in basal-like tumors were associated with poor prognosis. Here, we demonstrate that NORAD downregulation sensitizes triple-negative breast cancer cells to chemotherapy, through a potential accumulation of genomic aberrations and an impaired capacity to signal DNA damage. These results show that NORAD may represent an unexploited neoadjuvant therapeutic target for chemotherapy-unresponsive breast cancer.
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Affiliation(s)
- Catarina Alves-Vale
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Av. Professor Egas Moniz, 1649-028 Lisboa, Portugal
- Hospital CUF Descobertas, CUF Oncologia, 1998-018 Lisbon, Portugal
| | - Ana Maria Capela
- Department of Medical Sciences and Institute of Biomedicine – iBiMED, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Carlota Tavares-Marcos
- Department of Medical Sciences and Institute of Biomedicine – iBiMED, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Beatriz Domingues-Silva
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Av. Professor Egas Moniz, 1649-028 Lisboa, Portugal
| | - Bruno Pereira
- i3S – Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
- IPATIMUP – Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal
| | - Francisco Santos
- Department of Medical Sciences and Institute of Biomedicine – iBiMED, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Carla Pereira Gomes
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Av. Professor Egas Moniz, 1649-028 Lisboa, Portugal
| | - Guadalupe Espadas
- Center for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), Barcelona, Spain
- Universitat Pompeu Fabra, Barcelona, Spain
| | - Rui Vitorino
- Department of Medical Sciences and Institute of Biomedicine – iBiMED, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Eduard Sabidó
- Center for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), Barcelona, Spain
- Universitat Pompeu Fabra, Barcelona, Spain
| | - Paula Borralho
- Hospital CUF Descobertas, CUF Oncologia, 1998-018 Lisbon, Portugal
- Faculdade de Medicina, Universidade de Lisboa, Av. Professor Egas Moniz, 1649-028 Lisboa, Portugal
| | - Sandrina Nóbrega-Pereira
- Department of Medical Sciences and Institute of Biomedicine – iBiMED, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Bruno Bernardes de Jesus
- Department of Medical Sciences and Institute of Biomedicine – iBiMED, University of Aveiro, 3810-193 Aveiro, Portugal
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10
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Pesántez D, Indacochea A, Angelats L, Sirico M, Victoria I, Sanfeliu E, Teixido C, González-Navarro AE, Galván P, Brasó-Maristany F, Jares P, Juan M, Prat A, Schettini F, García-Corbacho J. Unexpected Durable Complete Response With Anti-PD-L1 Blockade in Metastatic Undifferentiated Pleomorphic Sarcoma: A Case Report With Host and Tumor Biomarker Analysis. JCO Precis Oncol 2023; 7:e2300051. [PMID: 37856765 DOI: 10.1200/po.23.00051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 07/17/2023] [Accepted: 08/21/2023] [Indexed: 10/21/2023] Open
Abstract
We extensively characterized a metastatic UPS with a 71-month lasting complete response to immunotherapy.
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Affiliation(s)
- David Pesántez
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Alberto Indacochea
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Medical Oncology Department, Hospital General of Granollers, Barcelona, Spain
| | - Laura Angelats
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Marianna Sirico
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Iván Victoria
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Esther Sanfeliu
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Department of Pathology, Hospital Clinic of Barcelona, Barcelona, Spain
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona, Barcelona, Spain
| | - Cristina Teixido
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Department of Pathology, Hospital Clinic of Barcelona, Barcelona, Spain
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona, Barcelona, Spain
| | | | - Patricia Galván
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Fara Brasó-Maristany
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Pedro Jares
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Department of Pathology, Hospital Clinic of Barcelona, Barcelona, Spain
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona, Barcelona, Spain
| | - Manel Juan
- Immunology Department, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Aleix Prat
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona, Barcelona, Spain
- Oncology Department, IOB Institute of Oncology, Quiron Group, Barcelona, Spain
| | - Francesco Schettini
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona, Barcelona, Spain
| | - Javier García-Corbacho
- Medical Oncology Department (UGCI), Virgen de la Victoria and Regional University Hospital/IBIMA, Málaga, Spain
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11
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Shirman Y, Lubovsky S, Shai A. HER2-Low Breast Cancer: Current Landscape and Future Prospects. BREAST CANCER (DOVE MEDICAL PRESS) 2023; 15:605-616. [PMID: 37600670 PMCID: PMC10439285 DOI: 10.2147/bctt.s366122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2023] [Accepted: 08/09/2023] [Indexed: 08/22/2023]
Abstract
More than 50% of breast cancers are currently defined as "Human epidermal growth factor receptor 2 (HER2) low breast cancer (BC)", with HER2 immunohistochemistry (IHC) scores of +1 or +2 with a negative fluorescence in situ hybridization (FISH) test. In most studies that compared the clinical and biological characteristics of HER2-low BC with HER2-negative BC, HER2-low was not associated with unique clinical and molecular characteristics, and it seems that the importance of HER2 in these tumors is being a docking site for the antibody portion of antibody drug conjugates (ADCs). Current pathological methods may underestimate the proportion of BCs that express low levels of HER2 due to analytical limitations and tumor heterogeneity. In this review we summarize and contextualize the most recent literature on HER2-low breast cancers, including clinical and translational studies We also review the challenges of assessing low HER2 expression in BC and discuss the current and future therapeutic landscape for these tumors.
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Affiliation(s)
- Yelena Shirman
- Division of Oncology, Rambam Health Care Campus, Haifa, Israel
| | | | - Ayelet Shai
- Division of Oncology, Rambam Health Care Campus, Haifa, Israel
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12
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Chiodoni C, Sangaletti S, Lecchi M, Ciniselli CM, Cancila V, Tripodi I, Ratti C, Talarico G, Brich S, De Cecco L, Baili P, Truffi M, Sottotetti F, Piccotti F, Tripodo C, Pruneri G, Triulzi T, Corsi F, Cappelletti V, Di Cosimo S, Verderio P, Colombo MP. A three-gene signature marks the time to locoregional recurrence in luminal-like breast cancer. ESMO Open 2023; 8:101590. [PMID: 37393630 PMCID: PMC10485389 DOI: 10.1016/j.esmoop.2023.101590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 05/10/2023] [Accepted: 05/23/2023] [Indexed: 07/04/2023] Open
Abstract
BACKGROUND Gene expression profiling (GEP)-based prognostic signatures are being rapidly integrated into clinical decision making for systemic management of breast cancer patients. However, GEP remains relatively underdeveloped for locoregional risk assessment. Yet, locoregional recurrence (LRR), especially early after surgery, is associated with poor survival. PATIENTS AND METHODS GEP was carried out on two independent luminal-like breast cancer cohorts of patients developing early (≤5 years after surgery) or late (>5 years) LRR and used, by a training and testing approach, to build a gene signature able to intercept women at risk of developing early LRR. The GEP data of two in silico datasets and of a third independent cohort were used to explore its prognostic value. RESULTS Analysis of the first two cohorts led to the identification of three genes, CSTB, CCDC91 and ITGB1, whose expression, derived by principal component analysis, generated a three-gene signature significantly associated with early LRR in both cohorts (P value <0.001 and 0.005, respectively), overcoming the discriminatory capability of age, hormone receptor status and therapy. Remarkably, the integration of the signature with these clinical variables led to an area under the curve of 0.878 [95% confidence interval (CI) 0.810-0.945]. In in silico datasets we found that the three-gene signature retained its association, showing higher values in the early relapsed patients. Moreover, in the third additional cohort, the signature significantly associated with relapse-free survival (hazard ratio 1.56, 95% CI 1.04-2.35). CONCLUSIONS Our three-gene signature represents a new exploitable tool to aid treatment choice in patients with luminal-like breast cancer at risk of developing early recurrence.
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Affiliation(s)
- C Chiodoni
- Fondazione IRCCS Istituto Nazionale dei Tumori, Experimental Oncology Department, Molecular Immunology Unit, Milan
| | - S Sangaletti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Experimental Oncology Department, Molecular Immunology Unit, Milan
| | - M Lecchi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Epidemiology and Data Science, Unit of Bioinformatics and Biostatistics, Milan
| | - C M Ciniselli
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Epidemiology and Data Science, Unit of Bioinformatics and Biostatistics, Milan
| | - V Cancila
- University of Palermo School of Medicine, Department of Health Sciences, Tumor Immunology Unit, Palermo
| | - I Tripodi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Experimental Oncology Department, Molecular Immunology Unit, Milan
| | - C Ratti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Experimental Oncology Department, Molecular Immunology Unit, Milan
| | - G Talarico
- Fondazione IRCCS Istituto Nazionale dei Tumori, Experimental Oncology Department, Molecular Immunology Unit, Milan
| | - S Brich
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Pathology, Milan
| | - L De Cecco
- Fondazione IRCCS Istituto Nazionale dei Tumori, Experimental Oncology Department, Molecular Mechanisms Unit, Milan
| | - P Baili
- Fondazione IRCCS Istituto Nazionale dei Tumori, Analytical Epidemiology and Health Impact Unit, Milan
| | - M Truffi
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Nanomedicine, Pavia
| | - F Sottotetti
- Istituti Clinici Scientifici Maugeri IRCCS, Medical Oncology Unit, Pavia
| | - F Piccotti
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Nanomedicine, Pavia
| | - C Tripodo
- University of Palermo School of Medicine, Department of Health Sciences, Tumor Immunology Unit, Palermo; FIRC Institute of Molecular Oncology (IFOM), Milan
| | - G Pruneri
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Pathology, Milan
| | - T Triulzi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Experimental Oncology Department, Molecular Targeting Unit, Milan
| | - F Corsi
- Istituti Clinici Scientifici Maugeri IRCCS, Surgery Department, Breast Unit, Pavia; Department of Biomedical and Clinical Sciences 'L. Sacco', University of Milan, Milan
| | - V Cappelletti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Advanced Diagnostics, Biomarkers Unit, Milan, Italy
| | - S Di Cosimo
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Advanced Diagnostics, Biomarkers Unit, Milan, Italy
| | - P Verderio
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Epidemiology and Data Science, Unit of Bioinformatics and Biostatistics, Milan
| | - M P Colombo
- Fondazione IRCCS Istituto Nazionale dei Tumori, Experimental Oncology Department, Molecular Immunology Unit, Milan.
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13
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Cebrecos I, Mension E, Alonso I, Castillo H, Sanfeliu E, Vidal-Sicart S, Ganau S, Vidal M, Schettini F. Nonsentinel Axillary Lymph Node Status in Clinically Node-Negative Early Breast Cancer After Primary Systemic Therapy and Positive Sentinel Lymph Node: A Predictive Model Proposal. Ann Surg Oncol 2023; 30:4657-4668. [PMID: 36809608 PMCID: PMC10319670 DOI: 10.1245/s10434-023-13231-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 01/24/2023] [Indexed: 02/23/2023]
Abstract
BACKGROUND In clinically node-negative (cN0) early stage breast cancer (EBC) undergoing primary systemic treatment (PST), post-treatment positive sentinel lymph node (SLN+) directs axillary lymph node dissection (ALND), with uncertain impacts on outcomes and increased morbidities. PATIENTS AND METHODS We conducted an observational study on imaging-confirmed cN0 EBC, who underwent PST and breast surgery that resulted in SLN+ and underwent ALND. The association among baseline/postsurgical clinic-pathological factors and positive nonsentinel additional axillary lymph nodes (non-SLN+) was analyzed with logistic regression. LASSO regression (LR) identified variables to include in a predictive score of non-SLN+ (ALND-predict). The accuracy and calibration were assessed, an optimal cut-point was then identified, and in silico validation with bootstrap was undertaken. RESULTS Non-SLN+ were detected in 22.2% cases after ALND. Only progesterone receptor (PR) levels and macrometastatic SLN+ were independently associated to non-SLN+. LR identified PR, Ki67, and type and number of SLN+ as the most efficient covariates. The ALND-predict score was built based on their LR coefficients, showing an area under the curve (AUC) of 0.83 and an optimal cut-off of 63, with a negative predictive value (NPV) of 0.925. Continuous and dichotomic scores had a good fit (p = 0.876 and p = 1.00, respectively) and were independently associated to non-SLN+ [adjusted odds ratio (aOR): 1.06, p = 0.002 and aOR: 23.77, p < 0.001, respectively]. After 5000 bootstrap-adjusted retesting, the estimated bias-corrected and accelerated 95%CI included the aOR. CONCLUSIONS In cN0 EBC with post-PST SLN+, non-SLN+ at ALND are infrequent (~22%) and independently associated to PR levels and macrometastatic SLN. ALND-predict multiparametric score accurately predicted absence of non-SLN involvement, identifying most patients who could be safely spared unnecessary ALND. Prospective validation is required.
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Affiliation(s)
- Isaac Cebrecos
- Clinic Institute of Gynecology, Obstetrics and Neonatology, Hospital Clinic of Barcelona, Barcelona, Spain
- Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Eduard Mension
- Clinic Institute of Gynecology, Obstetrics and Neonatology, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Inmaculada Alonso
- Clinic Institute of Gynecology, Obstetrics and Neonatology, Hospital Clinic of Barcelona, Barcelona, Spain
- Faculty of Medicine, University of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Helena Castillo
- Clinic Institute of Gynecology, Obstetrics and Neonatology, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Esther Sanfeliu
- Faculty of Medicine, University of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Department of Pathology, Biomedical Diagnostic Center, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Sergi Vidal-Sicart
- Department of Nuclear Medicine, Diagnosis Imaging Center, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Sergi Ganau
- Department of Radiology, Diagnosis Imaging Center, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Maria Vidal
- Faculty of Medicine, University of Barcelona, Barcelona, Spain
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Francesco Schettini
- Faculty of Medicine, University of Barcelona, Barcelona, Spain.
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain.
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.
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14
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Molinelli C, Jacobs F, Agostinetto E, Nader-Marta G, Ceppi M, Bruzzone M, Blondeaux E, Schettini F, Prat A, Viale G, Del Mastro L, Lambertini M, de Azambuja E. Prognostic value of HER2-low status in breast cancer: a systematic review and meta-analysis. ESMO Open 2023; 8:101592. [PMID: 37413762 PMCID: PMC10485402 DOI: 10.1016/j.esmoop.2023.101592] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 05/30/2023] [Accepted: 05/31/2023] [Indexed: 07/08/2023] Open
Abstract
BACKGROUND Human epidermal growth factor receptor 2 (HER2)-low expression in breast cancer has been recently identified as a new therapeutic target. However, it is unclear if HER2-low status has an independent impact on prognosis. MATERIALS AND METHODS A systematic literature research was carried out to identify studies comparing survival outcomes of patients affected by HER2-low versus HER2-zero breast cancer. Using random-effects models, pooled hazard ratios (HRs) and odds ratios (ORs) with 95% confidence intervals (CIs) were calculated for progression-free survival (PFS) and overall survival (OS) in the metastatic setting as well as disease-free survival (DFS), OS and pathological complete response (pCR) in the early setting. Subgroup analyses by hormone receptor (HoR) status were carried out. The study protocol is registered on PROSPERO (n.CRD42023390777). RESULTS Among 1916 identified records, 42 studies including 1 797 175 patients were eligible. In the early setting, HER2-low status was associated with significant improved DFS (HR 0.86, 95% CI 0.79-0.92, P < 0.001) and OS (HR 0.90, 95% CI 0.85-0.95, P < 0.001) when compared to HER2-zero status. Improved OS was observed for both HoR-positive and HoR-negative HER2-low populations, while DFS improvement was observed only in the HoR-positive subgroup. HER2-low status was significantly associated with a lower rate of pCR as compared to HER2-zero status both in the overall population (OR 0.74, 95% CI 0.62-0.88, P = 0.001) and in the HoR-positive subgroup (OR 0.77, 95% CI 0.65-0.90, P = 0.001). In the metastatic setting, patients with HER2-low breast cancers showed better OS when compared with those with HER2-zero tumours in the overall population (HR 0.94, 95% CI 0.89-0.98, P = 0.008), regardless of HoR status. No significant PFS differences were found. CONCLUSIONS Compared with HER2-zero status, HER2-low status appears to be associated with a slightly increased OS both in the advanced and early settings, regardless of HoR expression. In the early setting, HER2-low tumours seem to be associated to lower pCR rates, especially if HoR-positive.
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Affiliation(s)
- C Molinelli
- Academic Trials Promoting Team, Institut Jules Bordet and l'Université Libre de Bruxelles (ULB), Brussels, Belgium; Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genoa. https://twitter.com/ChiaraMolinelli
| | - F Jacobs
- Academic Trials Promoting Team, Institut Jules Bordet and l'Université Libre de Bruxelles (ULB), Brussels, Belgium; Department of Biomedical Sciences, Humanitas University, Milan. https://twitter.com/FlaviaJacobs_
| | - E Agostinetto
- Academic Trials Promoting Team, Institut Jules Bordet and l'Université Libre de Bruxelles (ULB), Brussels, Belgium. https://twitter.com/ElisaAgostinett
| | - G Nader-Marta
- Academic Trials Promoting Team, Institut Jules Bordet and l'Université Libre de Bruxelles (ULB), Brussels, Belgium. https://twitter.com/Nader_Guilherme
| | - M Ceppi
- Clinical Epidemiology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - M Bruzzone
- Clinical Epidemiology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - E Blondeaux
- Clinical Epidemiology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy. https://twitter.com/BlondeauxEva
| | - F Schettini
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona; Department of Medical Oncology, Hospital Clínic of Barcelona, Barcelona; Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona. https://twitter.com/FrancescoSche20
| | - A Prat
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona; Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona; Reveal Genomics, Barcelona, Spain. https://twitter.com/prat_aleix
| | - G Viale
- Department of Pathology, IEO European Institute of Oncology IRCCS, Milan
| | - L Del Mastro
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genoa; Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa, Italy. https://twitter.com/delmastro_lucia
| | - M Lambertini
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genoa; Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa, Italy. https://twitter.com/matteolambe
| | - E de Azambuja
- Academic Trials Promoting Team, Institut Jules Bordet and l'Université Libre de Bruxelles (ULB), Brussels, Belgium; Medical Oncology Department, Institut Jules Bordet and l'Université Libre de Bruxelles (ULB), Brussels, Belgium.
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15
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Schettini F, De Bonis MV, Strina C, Milani M, Ziglioli N, Aguggini S, Ciliberto I, Azzini C, Barbieri G, Cervoni V, Cappelletti MR, Ferrero G, Ungari M, Locci M, Paris I, Scambia G, Ruocco G, Generali D. Computational reactive-diffusive modeling for stratification and prognosis determination of patients with breast cancer receiving Olaparib. Sci Rep 2023; 13:11951. [PMID: 37488154 PMCID: PMC10366144 DOI: 10.1038/s41598-023-38760-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 07/14/2023] [Indexed: 07/26/2023] Open
Abstract
Mathematical models based on partial differential equations (PDEs) can be exploited to handle clinical data with space/time dimensions, e.g. tumor growth challenged by neoadjuvant therapy. A model based on simplified assessment of tumor malignancy and pharmacodynamics efficiency was exercised to discover new metrics of patient prognosis in the OLTRE trial. We tested in a 17-patients cohort affected by early-stage triple negative breast cancer (TNBC) treated with 3 weeks of olaparib, the capability of a PDEs-based reactive-diffusive model of tumor growth to efficiently predict the response to olaparib in terms of SUVmax detected at 18FDG-PET/CT scan, by using specific terms to characterize tumor diffusion and proliferation. Computations were performed with COMSOL Multiphysics. Driving parameters governing the mathematical model were selected with Pearson's correlations. Discrepancies between actual and computed SUVmax values were assessed with Student's t test and Wilcoxon rank sum test. The correlation between post-olaparib true and computed SUVmax was assessed with Pearson's r and Spearman's rho. After defining the proper mathematical assumptions, the nominal drug efficiency (εPD) and tumor malignancy (rc) were computationally evaluated. The former parameter reflected the activity of olaparib on the tumor, while the latter represented the growth rate of metabolic activity as detected by SUVmax. εPD was found to be directly dependent on basal tumor-infiltrating lymphocytes (TILs) and Ki67% and was detectable through proper linear regression functions according to TILs values, while rc was represented by the baseline Ki67-to-TILs ratio. Predicted post-olaparib SUV*max did not significantly differ from original post-olaparib SUVmax in the overall, gBRCA-mutant and gBRCA-wild-type subpopulations (p > 0.05 in all cases), showing strong positive correlation (r = 0.9 and rho = 0.9, p < 0.0001 both). A model of simplified tumor dynamics was exercised to effectively produce an upfront prediction of efficacy of 3-week neoadjuvant olaparib in terms of SUVmax. Prospective evaluation in independent cohorts and correlation of these outcomes with more recognized efficacy endpoints is now warranted for model confirmation and tailoring of escalated/de-escalated therapeutic strategies for early-TNBC patients.
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Affiliation(s)
- Francesco Schettini
- Medical Oncology Department, Hospital Clinic of Barcelona, C. Villaroel 170, 08036, Barcelona, Spain.
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.
- Faculty of Medicine, University of Barcelona, Barcelona, Spain.
| | - Maria Valeria De Bonis
- Department for Sustainable Food Process, Università Cattolica del Sacro Cuore, Piacenza, Italy
| | - Carla Strina
- Department of Medicine, Surgery and Health Sciences, Cattinara Hospital, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | - Manuela Milani
- Department of Medicine, Surgery and Health Sciences, Cattinara Hospital, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | - Nicoletta Ziglioli
- Department of Medicine, Surgery and Health Sciences, Cattinara Hospital, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | - Sergio Aguggini
- Department of Medicine, Surgery and Health Sciences, Cattinara Hospital, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | - Ignazio Ciliberto
- Department of Medicine, Surgery and Health Sciences, Cattinara Hospital, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | - Carlo Azzini
- Department of Medicine, Surgery and Health Sciences, Cattinara Hospital, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | - Giuseppina Barbieri
- Department of Medicine, Surgery and Health Sciences, Cattinara Hospital, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | - Valeria Cervoni
- Department of Medicine, Surgery and Health Sciences, Cattinara Hospital, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | - Maria Rosa Cappelletti
- Department of Medicine, Surgery and Health Sciences, Cattinara Hospital, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | | | - Marco Ungari
- UO Anatomia Patologica ASST di Cremona, Cremona, Italy
| | - Mariavittoria Locci
- Department of Neuroscience, Reproductive Sciences and Dentistry, University of Naples Federico II, Naples, Italy
| | - Ida Paris
- Department of Woman and Child Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Giovanni Scambia
- Department of Woman and Child Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Università Cattolica del Sacro Cuore, Rome, Italy
| | - Gianpaolo Ruocco
- Modeling and Prototyping Laboratory, College of Engineering, University of Basilicata, Potenza, Italy
| | - Daniele Generali
- Department of Medicine, Surgery and Health Sciences, Cattinara Hospital, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy.
- Multidisciplinary Unit of Breast Pathology and Translational Research, Cremona Hospital, Cremona, Italy.
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16
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Voutsadakis IA. Comparison of Clinical Subtypes of Breast Cancer within the Claudin-Low Molecular Cluster Reveals Distinct Phenotypes. Cancers (Basel) 2023; 15:2689. [PMID: 37345027 DOI: 10.3390/cancers15102689] [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: 04/10/2023] [Revised: 05/04/2023] [Accepted: 05/09/2023] [Indexed: 06/23/2023] Open
Abstract
BACKGROUND Molecular subtyping of breast cancer has provided a new perspective on the pathogenesis of the disease and a foundation for building a clinical classification for this heterogeneous disease. The initial classification categorizing breast cancers into five groups, luminal A, luminal B, ERBB2-overexpressing, basal-like and normal-like, was later supplemented by an additional group, claudin-low tumors. However, the claudin-low group has been more difficult to align with clinically used immunohistochemical categories. The identity of this group among clinical cases remains ill defined. METHODS The METABRIC cohort comprising more than 1700 breast cancers and providing information for classifying them in both clinical groups and the genomic PAM50/claudin-low groups was analyzed to derive relationships and clarify potential pathogenic ramifications. Comparisons of the claudin-low cases bearing different clinical group classifications and of the respective cases with the same clinical non-claudin-low classifications were performed. RESULTS ER-negative/HER2-negative breast cancers are predominantly (88.4%) basal-like and claudin low. Conversely, most basal-like cancers (83.6%) are ER negative/HER2 negative. However, claudin-low breast cancers are only in 68.4% of cases ER negative/HER2 negative and the other clinical phenotypes, mostly ER positive/HER2 negative/low proliferation, are also represented in more than 30% of claudin-low cancers. These claudin-low non-ER-negative/HER2-negative breast cancers differ from claudin-low ER-negative/HER2-negative cases in grade, prevalence of integrative clusters, and prevalence of common mutations and common amplifications. Differences also exist between the two groups classified clinically as ER negative/HER2 negative, that are genomically basal-like or claudin-low, including in menopause status, grade, histology, prevalence of high tumor mutation burden, distribution of integrative clusters, prevalence of TP53 mutations and of amplifications in the MYC and MCL1 loci. Furthermore, distinct characteristics are observed between the luminal A and claudin-low groups within the clinical ER-positive/HER2-negative/low proliferation group. CONCLUSION Within genomically claudin-low breast cancers, the ER-negative/HER2-negative group is distinct from the group with either ER or HER2 positivity. Conversely, within clinical phenotypes, claudin-low and non-claudin-low breast cancers differ in clinical characteristics and molecular attributes.
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Affiliation(s)
- Ioannis A Voutsadakis
- Algoma District Cancer Program, Sault Area Hospital, Sault Ste. Marie, ON P6B 0A8, Canada
- Division of Clinical Sciences, Northern Ontario School of Medicine, Sudbury, ON P3E 2C6, Canada
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17
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Schettini F, Martínez-Sáez O, Falato C, De Santo I, Conte B, Garcia-Fructuoso I, Gomez-Bravo R, Seguí E, Chic N, Brasó-Maristany F, Paré L, Vidal M, Adamo B, Muñoz M, Pascual T, Ciruelos E, Perou CM, Carey LA, Prat A. Prognostic value of intrinsic subtypes in hormone-receptor-positive metastatic breast cancer: systematic review and meta-analysis. ESMO Open 2023; 8:101214. [PMID: 37075698 PMCID: PMC10373919 DOI: 10.1016/j.esmoop.2023.101214] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 03/07/2023] [Accepted: 03/15/2023] [Indexed: 04/21/2023] Open
Abstract
BACKGROUND In hormone receptor-positive (HoR+) breast cancer (BC), gene expression analysis identifies luminal A (LumA), luminal B (LumB), human epidermal growth factor receptor 2 (HER2)-enriched (HER2-E), basal-like (BL) intrinsic subtypes and a normal-like group. This classification has an established prognostic value in early-stage HoR+ BC. Here, we carried out a trial-level meta-analysis to determine the prognostic ability of subtypes in metastatic BC (MBC). MATERIALS AND METHODS We systematically reviewed all the available prospective phase II/III trials in HoR+ MBC where subtype was assessed. The primary endpoint was progression-free survival (PFS)/time to progression (TTP) of the LumA subtype compared to non-LumA. Secondary endpoints were PFS/TTP of each individual subtype, according to treatment, menopausal and HER2 status and overall survival (OS). The random-effect model was applied, and heterogeneity assessed through Cochran's Q and I2. Threshold for significance was set at P < 0.05. The study was registered in PROSPERO (ID: CRD42021255769). RESULTS Seven studies were included (2536 patients). Non-LumA represented 55.2% and was associated with worse PFS/TTP than LumA [hazard ratio (HR) 1.77, P < 0.001, I2 = 61%], independently of clinical HER2 status [Psubgroup difference (Psub) = 0.16], systemic treatment (Psub = 0.96) and menopausal status (Psub = 0.12). Non-LumA tumors also showed worse OS (HR 2.00, P < 0.001, I2 = 65%), with significantly different outcomes for LumB (PFS/TTP HR 1.46; OS HR 1.41), HER2-E (PFS/TTP HR 2.39; OS HR 2.08) and BL (PFS/TTP HR 2.67; OS HR 3.26), separately (PFS/TTP Psub = 0.01; OS Psub = 0.005). Sensitivity analyses supported the main result. No publication bias was observed. CONCLUSIONS In HoR+ MBC, non-LumA disease is associated with poorer PFS/TTP and OS than LumA, independently of HER2, treatment and menopausal status. Future trials in HoR+ MBC should consider this clinically relevant biological classification.
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Affiliation(s)
- F Schettini
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona; Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona; Facultat de Medicina i Ciéncies de la Salut, Universitat de Barcelona, Barcelona, Spain.
| | - O Martínez-Sáez
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona; Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona; Facultat de Medicina i Ciéncies de la Salut, Universitat de Barcelona, Barcelona, Spain; Breast Oncology Program, Dana-Farber Cancer Institute, Boston, USA
| | - C Falato
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona; SOLTI Breast Cancer Research Group, Barcelona, Spain; Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden
| | - I De Santo
- Medical Oncology Unit, San Carlo Hospital, Potenza, Italy
| | - B Conte
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona; Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona
| | - I Garcia-Fructuoso
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona; Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona
| | - R Gomez-Bravo
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona
| | - E Seguí
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona; Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona; SOLTI Breast Cancer Research Group, Barcelona, Spain
| | - N Chic
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona; Division of Research, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - F Brasó-Maristany
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona
| | - L Paré
- Reveal Genomics, Barcelona
| | - M Vidal
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona; Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona; Facultat de Medicina i Ciéncies de la Salut, Universitat de Barcelona, Barcelona, Spain; SOLTI Breast Cancer Research Group, Barcelona, Spain
| | - B Adamo
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona; Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona
| | - M Muñoz
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona; Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona; Facultat de Medicina i Ciéncies de la Salut, Universitat de Barcelona, Barcelona, Spain; SOLTI Breast Cancer Research Group, Barcelona, Spain
| | - T Pascual
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona; Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona; SOLTI Breast Cancer Research Group, Barcelona, Spain
| | - E Ciruelos
- SOLTI Breast Cancer Research Group, Barcelona, Spain; Medical Oncology Department, Hospital 12 de Octubre, Madrid, Spain
| | - C M Perou
- UNC Lineberger Comprehensive Cancer Center, UNC Chapel Hill, Chapel Hill; Departments of Genetics, UNC Chapel Hill, Chapel Hill, USA
| | - L A Carey
- UNC Lineberger Comprehensive Cancer Center, UNC Chapel Hill, Chapel Hill; Departments of Medicine, UNC Chapel Hill, Chapel Hill, USA
| | - A Prat
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona; Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona; Facultat de Medicina i Ciéncies de la Salut, Universitat de Barcelona, Barcelona, Spain; Reveal Genomics, Barcelona; Institute of Oncology (IOB)-Hospital Quirónsalud, Barcelona, Spain.
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18
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Denkert C, Lambertini C, Fasching PA, Pogue-Geile KL, Mano MS, Untch M, Wolmark N, Huang CS, Loibl S, Mamounas EP, Geyer CE, Lucas PC, Boulet T, Song C, Lewis GD, Nowicka M, de Haas S, Basik M. Biomarker Data from the Phase III KATHERINE Study of Adjuvant T-DM1 versus Trastuzumab for Residual Invasive Disease after Neoadjuvant Therapy for HER2-Positive Breast Cancer. Clin Cancer Res 2023; 29:1569-1581. [PMID: 36730339 PMCID: PMC10102844 DOI: 10.1158/1078-0432.ccr-22-1989] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 10/31/2022] [Accepted: 02/01/2023] [Indexed: 02/03/2023]
Abstract
PURPOSE In KATHERINE, adjuvant T-DM1 reduced risk of disease recurrence or death by 50% compared with trastuzumab in patients with residual invasive breast cancer after neoadjuvant therapy (NAT) comprised of HER2-targeted therapy and chemotherapy. This analysis aimed to identify biomarkers of response and differences in biomarker expression before and after NAT. EXPERIMENTAL DESIGN Exploratory analyses investigated the relationship between invasive disease-free survival (IDFS) and HER2 protein expression/gene amplification, PIK3CA hotspot mutations, and gene expression of HER2, PD-L1, CD8, predefined immune signatures, and Prediction Analysis of Microarray 50 intrinsic molecular subtypes, classified by Absolute Intrinsic Molecular Subtyping. HER2 expression on paired pre- and post-NAT samples was examined. RESULTS T-DM1 appeared to improve IDFS versus trastuzumab across most biomarker subgroups, except the HER2 focal expression subgroup. High versus low HER2 gene expression in residual disease was associated with worse outcomes with trastuzumab [HR, 2.02; 95% confidence interval (CI), 1.32-3.11], but IDFS with T-DM1 was independent of HER2 expression level (HR, 1.01; 95% CI, 0.56-1.83). Low PD-L1 gene expression in residual disease was associated with worse outcomes with trastuzumab (HR, 0.66; 95% CI, 0.44-1.00), but not T-DM1 (HR, 1.05; 95% CI, 0.59-1.87). PIK3CA mutations were not prognostic. Increased variability in HER2 expression was observed in post-NAT versus paired pre-NAT samples. CONCLUSIONS T-DM1 appears to overcome HER2 resistance. T-DM1 benefit does not appear dependent on immune activation, but these results do not rule out an influence of the tumor immune microenvironment on the degree of response.
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Affiliation(s)
- Carsten Denkert
- Institute of Pathology, Philipps University Marburg and University Hospital Marburg (UKGM), Marburg, Germany
| | | | - Peter A. Fasching
- Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Department of Gynecology and Obstetrics, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen, Germany
| | | | - Max S. Mano
- Instituto do Câncer do Estado de São Paulo, São Paulo, Brazil
| | - Michael Untch
- AGO-B and HELIOS Klinikum Berlin Buch, Berlin, Germany
| | - Norman Wolmark
- NSABP Foundation and University of Pittsburgh/UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Chiun-Sheng Huang
- National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Sibylle Loibl
- German Breast Group, Neu-Isenburg, Germany; Centre for Haematology and Oncology Bethanien, Frankfurt, Germany
| | | | - Charles E. Geyer
- NSABP Foundation and University of Pittsburgh/UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Peter C. Lucas
- NSABP Foundation and University of Pittsburgh/UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | | | - Chunyan Song
- Genentech, Inc., South San Francisco, California
| | | | | | | | - Mark Basik
- NSABP Foundation and Jewish General Hospital, McGill University, Quebec, Canada
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19
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Sirico M, Virga A, Conte B, Urbini M, Ulivi P, Gianni C, Merloni F, Palleschi M, Gasperoni M, Curcio A, Saha D, Buono G, Muñoz M, De Giorgi U, Schettini F. Neoadjuvant endocrine therapy for luminal breast tumors: State of the art, challenges and future perspectives. Crit Rev Oncol Hematol 2023; 181:103900. [PMID: 36565894 DOI: 10.1016/j.critrevonc.2022.103900] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 12/16/2022] [Accepted: 12/19/2022] [Indexed: 12/24/2022] Open
Abstract
Neoadjuvant endocrine treatment (NET) associates to satisfactory rates of breast conservative surgery and conversions from inoperable to operable hormone receptor-positive (HR+)/HER2-negative breast cancer (BC), with less toxicities than neoadjuvant chemotherapy (NACT) and similar outcomes. Hence, it has been proposed as a logical alternative to NACT in patients with HR+/HER2- BC candidate to a neoadjuvant approach. Nevertheless, potential barriers to the widespread use of NET include the heterogeneous nature of patient response coupled with the long duration needed to achieve a clinical response. However, interest in NET has significantly increased in the last decade, owing to more in-depth investigation of several biomarkers for a more adequate patient selection and on-treatment benefit monitoring, such as PEPI score, Ki67 and genomic assays. This review is intended to describe the state-of-the-art regarding NET, its future perspectives and potential integration with molecular biomarkers for the optimal selection of patients, regimen and duration of (neo)adjuvant treatments.
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Affiliation(s)
- Marianna Sirico
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Alessandra Virga
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Benedetta Conte
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Milena Urbini
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Paola Ulivi
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Caterina Gianni
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Filippo Merloni
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Michela Palleschi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Marco Gasperoni
- Breast Surgery Unit, Morgagni-Pierantoni Hospital, AUSL Romagna, Forlì, Italy
| | - Annalisa Curcio
- Breast Surgery Unit, Morgagni-Pierantoni Hospital, AUSL Romagna, Forlì, Italy
| | - Debjani Saha
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Giuseppe Buono
- Department of Breast and Thoracic Oncology, National Cancer Institute, Fondazione G. Pascale, Naples, Italy
| | - Montserrat Muñoz
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Ugo De Giorgi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Francesco Schettini
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Faculty of Medicine, University of Barcelona, Barcelona, Spain
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20
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Falato C, Schettini F, Pascual T, Brasó-Maristany F, Prat A. Clinical implications of the intrinsic molecular subtypes in hormone receptor-positive and HER2-negative metastatic breast cancer. Cancer Treat Rev 2023; 112:102496. [PMID: 36563600 DOI: 10.1016/j.ctrv.2022.102496] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 11/30/2022] [Accepted: 12/03/2022] [Indexed: 12/13/2022]
Abstract
Traditionally, the classification of breast cancer relies on the expression of immunohistochemical (IHC) biomarkers readily available in clinical practice. Using highly standardized and reproducible assays across patient cohorts, intrinsic molecular subtypes of breast cancer - also called "intrinsic subtypes" (IS) - have been identified based on the expression of 50 genes. Although IHC-based subgroups and IS moderately correlate to each other, they are not superimposable. In fact, non-luminal biology has been detected in a substantial proportion (5-20%) of hormone receptor-positive (HoR+) tumors, has prognostic value, and identifies reduced and increased sensitivity to endocrine therapy and chemotherapy, respectively. During tumor progression, a shift toward a non-luminal estrogen-independent and more aggressive phenotype has been demonstrated. Intrinsic genomic instability and cell plasticity, alone or combined with external constraints deriving from treatment selective pressure or interplay with the tumor microenvironment, may represent the determinants of such biological diversity between primary and metastatic disease, and during metastatic tumor evolution. In this review, we describe the distribution and the clinical behavior of IS as the disease progresses, focusing on HoR+/HER2-negative advanced breast cancer. In addition, we provide an overview of the ongoing clinical trials aiming to validate the predictive and prognostic value of IS towards their incorporation into routine care.
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Affiliation(s)
- Claudette Falato
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; SOLTI Cancer Research Group, Barcelona, Spain; Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden.
| | - Francesco Schettini
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Department of Medical Oncology, Hospital Clínic of Barcelona, Barcelona, Spain; Faculty of Medicine, University of Barcelona, Barcelona, Spain.
| | - Tomás Pascual
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; SOLTI Cancer Research Group, Barcelona, Spain; Department of Medical Oncology, Hospital Clínic of Barcelona, Barcelona, Spain.
| | - Fara Brasó-Maristany
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.
| | - Aleix Prat
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Faculty of Medicine, University of Barcelona, Barcelona, Spain; Reveal Genomics, Barcelona, Spain.
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21
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Molinelli C, Jacobs F, Marchiò C, Pitto F, Cosso M, Spinaci S, de Azambuja E, Schettini F, Agostinetto E, Lambertini M. HER2-Low Breast Cancer: Where Are We? Breast Care (Basel) 2022; 17:533-545. [PMID: 36590146 PMCID: PMC9801403 DOI: 10.1159/000527391] [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: 09/16/2022] [Accepted: 10/05/2022] [Indexed: 01/04/2023] Open
Abstract
Background Breast cancer is traditionally classified into three clinical subtypes based on hormone receptor and HER2 status (i.e., luminal-like, HER2-positive, and triple negative). Each subtype has distinct clinical-pathological and molecular characteristics and requires tailored treatments. Recent research efforts have been focusing on a new classification, identifying the so-called "HER2-low" category, including tumors characterized by a low level of HER2 expression (immunohistochemistry score 1+ or 2+ without in situ hybridization amplification). Emerging evidence shows that patients with HER2-low tumors can derive benefit from selected anti-HER2 therapies. This represents a major advancement in the field of breast oncology, where a broader proportion of patients with breast cancer can ultimately benefit from new effective targeted treatment strategies. Summary The antibody-drug conjugate trastuzumab deruxtecan has proven impressive efficacy in patients with HER2-low breast cancer, and several other drugs are currently under investigation in this subset of patients. Additional investigation is needed to address open issues that exist in this field, including appropriate pathological assessment of HER2-low status, clarification of its prognostic implications, and global access to newly approved drugs. Key Message Our review aims to summarize the available evidence regarding HER2-low breast cancer, illustrating the current challenges that are being addressed and the future perspectives in this exciting new field.
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Affiliation(s)
- Chiara Molinelli
- Academic Trials Promoting Team, Institut Jules Bordet, L'Université Libre de Bruxelles (U.L.B), Brussels, Belgium
- Department of Internal Medicine and Medical Specialties (DiMI), University of Genoa, Genoa, Italy
| | - Flavia Jacobs
- Academic Trials Promoting Team, Institut Jules Bordet, L'Université Libre de Bruxelles (U.L.B), Brussels, Belgium
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, Humanitas Cancer Center, Rozzano, Milan, Italy
| | - Caterina Marchiò
- Department of Medical Sciences, University of Turin, Turin, Italy
- Pathology Unit, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Torino, Italy
| | - Francesca Pitto
- Department of Pathology, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Maurizio Cosso
- Department of Radiology, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | | | - Evandro de Azambuja
- Academic Trials Promoting Team, Institut Jules Bordet, L'Université Libre de Bruxelles (U.L.B), Brussels, Belgium
| | - Francesco Schettini
- Medical Oncology Department, Hospital Clinic of Barcelona, IDIBAPS, Barcelona, Spain
- Department of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
| | - Elisa Agostinetto
- Academic Trials Promoting Team, Institut Jules Bordet, L'Université Libre de Bruxelles (U.L.B), Brussels, Belgium
| | - Matteo Lambertini
- Department of Internal Medicine and Medical Specialties (DiMI), University of Genoa, Genoa, Italy
- Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
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22
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Schettini F, Seguí E, Conte B, Sanfeliu E, Gonzalez-Farre B, Jares P, Vidal-Sicart S, Ganau S, Cebrecos I, Brasó-Maristany F, Muñoz M, Prat A, Vidal M. Intrinsic subtypes and therapeutic decision-making in hormone receptor-positive/HER2-negative metastatic breast cancer with visceral crisis: A case report. Front Oncol 2022; 12:1009352. [PMID: 36425558 PMCID: PMC9679790 DOI: 10.3389/fonc.2022.1009352] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 10/18/2022] [Indexed: 06/16/2024] Open
Abstract
BACKGROUND CDK4/6 inhibitors (CDKi), namely, palbociclib, ribociclib, and abemaciclib, combined with either an aromatase inhibitor (AI) or fulvestrant are the standard first/second line for hormone receptor-positive(HR+)/HER2-negative(neg) metastatic breast cancer (MBC). However, the choice of one specific CDKi is arbitrary and based on the physician's experience with the drug, toxicity profile, and patient's preferences, whereas biomarkers for optimal patient selection have not been established so far. Moreover, upfront chemotherapy is still recommended in case of clinical presentation with visceral crisis, despite no evidence of superior benefit for chemotherapy regimens against CDKi-based regimens. Recent correlative biomarker analyses from pivotal trials of palbociclib and ribociclib showed that HR+/HER2-neg MBC might respond differently according to the molecular intrinsic subtype, with Luminal A and B tumors being sensitive to both CDKi, Basal-like being insensitive to endocrine therapy, irrespective of CDKi, and HER2-enriched tumors showing a benefit only with ribociclib-based therapy. CLINICAL CASE We hereby present a paradigmatic clinical case of a woman affected by a relapsed HR+/HER2-neg MBC with bone and nodal lesions, presenting with a visceral crisis in the form of lymphangitis carcinomatosis and diagnosed with a molecularly HER2-enriched tumor, successfully treated with upfront ribociclib + fulvestrant. The patient experienced a complete symptomatic and radiologic remission of the lymphangitis with a partial response as best response, according to RECIST 1.1 criteria. The progression-free survival (PFS) was of 20 months, in line with the median PFS observed in the ribociclib + fulvestrant pivotal trial, where, however, patients with visceral crisis had been excluded. CONCLUSIONS This clinical case confirms in the real-world setting that non-luminal subtypes can be found in HR+/HER2-neg disease and may have potential therapeutic implications in the metastatic setting. It also questions the recommendation of upfront chemotherapy in the case of a visceral crisis in the era of CDKi-based regimens. These issues merit further evaluation in prospective and larger studies.
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Affiliation(s)
- Francesco Schettini
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
| | - Elia Seguí
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Benedetta Conte
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Esther Sanfeliu
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
- Department of Pathology, Biomedical Diagnostic Center, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Blanca Gonzalez-Farre
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Department of Pathology, Biomedical Diagnostic Center, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Pedro Jares
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Department of Pathology, Biomedical Diagnostic Center, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Sergi Vidal-Sicart
- Department of Nuclear Medicine, Diagnosis Imaging Center, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Sergi Ganau
- Department of Radiology, Diagnosis Imaging Center, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Isaac Cebrecos
- Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
- Clinic Institute of Gynecology, Obstetrics and Neonatology, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Fara Brasó-Maristany
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Montserrat Muñoz
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Aleix Prat
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
- Breast Cancer Unit, Institute of Oncology Barcelona (IOB) – Quirónsalud, Barcelona, Spain
| | - Maria Vidal
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
- Breast Cancer Unit, Institute of Oncology Barcelona (IOB) – Quirónsalud, Barcelona, Spain
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23
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Saponaro M, Annunziata L, Turla A, Viganò I, De Laurentiis M, Giuliano M, Del Mastro L, Montemurro F, Puglisi F, De Angelis C, Buono G, Schettini F, Arpino G. Extended Adjuvant Endocrine Treatment in Luminal Breast Cancers in the Era of Genomic Tests. Int J Mol Sci 2022; 23:13604. [PMID: 36362392 PMCID: PMC9656848 DOI: 10.3390/ijms232113604] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Revised: 10/30/2022] [Accepted: 10/31/2022] [Indexed: 10/21/2023] Open
Abstract
In patients with early-stage endocrine receptor-positive (ER+) breast cancer (BC), adjuvant endocrine therapy (ET) for 5 years is the standard of care. However, for some patients, the risk of recurrence remain high for up to 15 years after diagnosis and extended ET beyond 5 years may be a reasonable option. Nevertheless, this strategy significantly increases the occurrence of side effects. Here we summarize the available evidence from randomized clinical trials on the efficacy and safety profile of extended ET and discuss available clinical and genomic tools helpful to select eligible patients in daily clinical practice.
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Affiliation(s)
- Mariarosaria Saponaro
- Department of Clinical Medicine and Surgery, University of Naples Federico II, 80100 Naples, Italy
| | - Luigi Annunziata
- Department of Clinical Medicine and Surgery, University of Naples Federico II, 80100 Naples, Italy
| | - Antonella Turla
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Medical Oncology, ASST Spedali Civili, 25100 Brescia, Italy
| | - Ilaria Viganò
- Medical Oncology, Ospedale Valduce, 22100 Como, Italy
| | - Michele De Laurentiis
- Department of Breast and Thoracic Oncology, National Cancer Institute, Fondazione G. Pascale, 80100 Naples, Italy
| | - Mario Giuliano
- Department of Clinical Medicine and Surgery, University of Naples Federico II, 80100 Naples, Italy
- Interdepartmental Center of Clinical and Translational Sciences (CIRCET), Federico II University, 80100 Naples, Italy
| | - Lucia Del Mastro
- Department of Medical Oncology, IRCCS Ospedale Policlinico San Martino, 16100 Genova, Italy
| | | | - Fabio Puglisi
- CRO Aviano, National Cancer Institute, IRCCS, 33081 Aviano, Italy
- Department of Medicine, University of Udine, 33100 Udine, Italy
| | - Carmine De Angelis
- Department of Clinical Medicine and Surgery, University of Naples Federico II, 80100 Naples, Italy
- Interdepartmental Center of Clinical and Translational Sciences (CIRCET), Federico II University, 80100 Naples, Italy
| | - Giuseppe Buono
- Department of Breast and Thoracic Oncology, National Cancer Institute, Fondazione G. Pascale, 80100 Naples, Italy
| | - Francesco Schettini
- Medical Oncology Department, IDIBAPS, Hospital Clinic of Barcelona, 08000 Barcelona, Spain
- Faculty of Medicine and Health Sciences, University of Barcelona, 08000 Barcelona, Spain
| | - Grazia Arpino
- Department of Clinical Medicine and Surgery, University of Naples Federico II, 80100 Naples, Italy
- Interdepartmental Center of Clinical and Translational Sciences (CIRCET), Federico II University, 80100 Naples, Italy
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24
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Jungles KM, Holcomb EA, Pearson AN, Jungles KR, Bishop CR, Pierce LJ, Green MD, Speers CW. Updates in combined approaches of radiotherapy and immune checkpoint inhibitors for the treatment of breast cancer. Front Oncol 2022; 12:1022542. [PMID: 36387071 PMCID: PMC9643771 DOI: 10.3389/fonc.2022.1022542] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 09/27/2022] [Indexed: 12/05/2022] Open
Abstract
Breast cancer is the most prevalent non-skin cancer diagnosed in females and developing novel therapeutic strategies to improve patient outcomes is crucial. The immune system plays an integral role in the body’s response to breast cancer and modulating this immune response through immunotherapy is a promising therapeutic option. Although immune checkpoint inhibitors were recently approved for the treatment of breast cancer patients, not all patients respond to immune checkpoint inhibitors as a monotherapy, highlighting the need to better understand the biology underlying patient response. Additionally, as radiotherapy is a critical component of breast cancer treatment, understanding the interplay of radiation and immune checkpoint inhibitors will be vital as recent studies suggest that combined therapies may induce synergistic effects in preclinical models of breast cancer. This review will discuss the mechanisms supporting combined approaches with radiotherapy and immune checkpoint inhibitors for the treatment of breast cancer. Moreover, this review will analyze the current clinical trials examining combined approaches of radiotherapy, immunotherapy, chemotherapy, and targeted therapy. Finally, this review will evaluate data regarding treatment tolerance and potential biomarkers for these emerging therapies aimed at improving breast cancer outcomes.
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Affiliation(s)
- Kassidy M. Jungles
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, United States
- Department of Pharmacology, University of Michigan, Ann Arbor, MI, United States
| | - Erin A. Holcomb
- Graduate Program in Immunology, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Ashley N. Pearson
- Graduate Program in Immunology, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Kalli R. Jungles
- Department of Biology, Saint Mary’s College, Notre Dame, IN, United States
| | - Caroline R. Bishop
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
| | - Lori J. Pierce
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, United States
| | - Michael D. Green
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, United States
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI, United States
- Department of Radiation Oncology, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, United States
- *Correspondence: Michael D. Green, ; Corey W. Speers,
| | - Corey W. Speers
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, United States
- Department of Radiation Oncology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Case Comprehensive Cancer Center, Cleveland, OH, United States
- *Correspondence: Michael D. Green, ; Corey W. Speers,
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25
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Tailoring neoadjuvant treatment of HR-positive/HER2-negative breast cancers: Which role for gene expression assays? Cancer Treat Rev 2022; 110:102454. [PMID: 35987149 DOI: 10.1016/j.ctrv.2022.102454] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 08/05/2022] [Accepted: 08/06/2022] [Indexed: 11/20/2022]
Abstract
Neoadjuvant chemotherapy (NACT) for breast cancer (BC) increases surgical and conservative surgery chances. However, a significant proportion of patients will not be eligible for conservative surgery following NACT because of large tumor size and/or low chemosensitivity, especially for hormone receptor (HR)-positive/ human epidermal growth factor receptor 2 (HER2)-negative tumors, for which pathological complete response rates are lower than for other BC subtypes. On the other hand, for luminal BC neoadjuvant endocrine therapy could represent a valid alternative. Several gene expression assays have been introduced into clinical practice in last decades, in order to define prognosis more accurately than clinico-pathological features alone and to predict the benefit of adjuvant treatments. A series of studies have demonstrated the feasibility of using core needle biopsy for gene expression risk testing, finding a high concordance rate in the risk result between biopsy sample and surgical samples. Based on these premises, recent efforts have focused on the utility of gene expression signatures to guide therapeutic decisions even in the neoadjuvant setting. Several prospective and retrospective studies have investigated the correlation between gene expression risk score from core needle biopsy before neoadjuvant therapy and the likelihood of 1) clinical and pathological response to neoadjuvant chemotherapy and endocrine therapy, 2) conservative surgery after neoadjuvant chemotherapy and endocrine therapy, and 3) survival following neoadjuvant chemotherapy and endocrine therapy. The purpose of this review is to provide an overview of the potential clinical utility of the main commercially available gene expression panels (Oncotype DX, MammaPrint, EndoPredict, Prosigna/PAM50 and Breast Cancer Index) in the neoadjuvant setting, in order to better inform decision making for luminal BC beyond the exclusive contribution of clinico-pathological features.
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26
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Molecular Subtyping of Invasive Breast Cancer Using a PAM50-Based Multigene Expression Test-Comparison with Molecular-Like Subtyping by Tumor Grade/Immunohistochemistry and Influence on Oncologist's Decision on Systemic Therapy in a Real-World Setting. Int J Mol Sci 2022; 23:ijms23158716. [PMID: 35955851 PMCID: PMC9368794 DOI: 10.3390/ijms23158716] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Revised: 08/02/2022] [Accepted: 08/03/2022] [Indexed: 11/17/2022] Open
Abstract
In intermediate risk hormone receptor (HR) positive, HER2 negative breast cancer (BC), the decision regarding adjuvant chemotherapy might be facilitated by multigene expression tests. In all, 142 intermediate risk BCs were investigated using the PAM50-based multigene expression test Prosigna® in a prospective multicentric study. In 119/142 cases, Prosigna® molecular subtyping was compared with local and two central (C1 and C6) molecular-like subtypes relying on both immunohistochemistry (IHC; HRs, HER2, Ki-67) and IHC + tumor grade (IHC+G) subtyping. According to local IHC, 35.4% were Luminal A-like and 64.6% Luminal B-like subtypes (local IHC+G subtype: 31.9% Luminal A-like; 68.1% Luminal B-like). In contrast to local and C1 subtyping, C6 classified >2/3 of cases as Luminal A-like. Pairwise agreement between Prosigna® subtyping and molecular-like subtypes was fair to moderate depending on molecular-like subtyping method and center. The best agreement was observed between Prosigna® (53.8% Luminal A; 44.5% Luminal B) and C1 surrogate subtyping (Cohen’s kappa = 0.455). Adjuvant chemotherapy was suggested to 44.2% and 88.6% of Prosigna® Luminal A and Luminal B cases, respectively. Out of all Luminal A-like cases (locally IHC/IHC+G subtyping), adjuvant chemotherapy was recommended if Prosigna® testing classified as Prosigna® Luminal A at high / intermediate risk or upgraded to Prosigna® Luminal B.
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