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Pous A, Bernat-Peguera A, López-Paradís A, Cirauqui B, Quiroga V, Teruel I, Felip E, Ferrando-Díez A, Bergamino M, Boronat L, Romeo M, Soler G, Mariño C, Rodríguez-Martínez P, Pons L, Ballana E, Martinez-Cardús A, Margelí M. Deciphering HER2-low breast cancer (BC): insights from real-world data in early stage breast cancer. Ther Adv Med Oncol 2024; 16:17588359241290720. [PMID: 39449733 PMCID: PMC11500235 DOI: 10.1177/17588359241290720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Accepted: 09/25/2024] [Indexed: 10/26/2024] Open
Abstract
Background Human epidermal growth factor receptor 2 (HER2)-low has emerged as a potential new entity in breast cancer (BC). Data on this subset are limited, and prognostic results are controversial, evidencing the need of further data in a BC real-world cohort. Methods Patients with HER2-negative stage I-III BC diagnosed between 2006 and 2016 were retrospectively reviewed in a single cohort from the Catalan Institute of Oncology Badalona. Demographics and clinicopathological characteristics were examined via medical charts/electronic health records. We aim to describe and compare HER2-0/HER2-low populations through Chi-square or Fisher test, and explore its prognostic impact using Kaplan-Meier curves and Cox regression models. Results From a cohort of 1755 BC patients, 1401 invasive HER2-negative, stage I-III cases were evaluated. 87% were hormone receptor (HR)-positive versus 13% triple negative (TNBC). Overall, 43% were HER2-0 and 57% HER2-low (61% immunohistochemistry (IHC) 1+ and 39% IHC 2+). Comparing HER2-low versus HER2-0, HER2-low showed higher proportion of estrogen receptor (ER)-positive (91.6% vs 79.9%, p ⩽ 0.001) and progesterone receptor (PR)-positive (79.8% vs 68.9%, p ⩽ 0.001) cases. HER2-0 exhibited higher proportion of TNBC (20.1% vs 8.4%, p = 0.001), grade III tumors (28.8% vs 23.5%, p = 0.039), and higher Ki67 median value (26.47% vs 23.88%, p = 0.041). HER2-low was associated with longer time to distant recurrence (TTDR) compared to HER2-0 (67.8 vs 54.1 months; p = 0.015) and better BC-related survival (19.2 vs 16.3 years; p = 0.033). In the multivariable analysis, HER2-low was not an independent prognostic factor for TTDR and BC-related survival. ER expression showed a strong association with longer TTDR (Hazard Ratio: 0.425, p ⩽ 0.001) and improved BC-related survival (Hazard Ratio: 0.380, p ⩽ 0.001). PR expression was also associated with longer TTDR (Hazard Ratio: 0.496, p ⩽ 0.001), and improved BC-related survival (Hazard Ratio: 0.488, p ⩽ 0.001). Histological grade III was significantly associated with shorter TTDR (Hazard Ratio: 1.737, p = 0.002). Positive nodal status was the strongest factor correlated with worse BC-related survival (Hazard Ratio: 2.747, p ⩽ 0.001). Conclusion HER2-low was significantly associated with HR-positive disease, whereas HER2-0 group had higher incidence of TNBC, histological grade III and higher Ki67%. Although HER2-low group was associated with longer TTDR and improved BC-related survival, these findings could be explained by the greater proportion of favorable prognostic features in this subgroup compared to HER2-0.
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Affiliation(s)
- Anna Pous
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Departament de Medicina, Campus Can Ruti, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Adrià Bernat-Peguera
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program, Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
| | - Assumpció López-Paradís
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
| | - Beatriz Cirauqui
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
| | - Vanesa Quiroga
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
| | - Iris Teruel
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
| | - Eudald Felip
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program, Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- IrsiCaixa, Barcelona, Spain
| | - Angelica Ferrando-Díez
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
| | - Milana Bergamino
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
| | - Laia Boronat
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
| | - Margarita Romeo
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
| | - Gemma Soler
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
| | - Christian Mariño
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
| | - Paula Rodríguez-Martínez
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Department of Pathology; Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
| | - Laura Pons
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Department of Pathology; Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
| | - Ester Ballana
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- IrsiCaixa, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas, CIBERINFEC
| | - Anna Martinez-Cardús
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Badalona, Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program, Germans Trias i Pujol Research Institute (IGTP), Badalona, Barcelona, Spain
| | - Mireia Margelí
- Catalan Institute of Oncology (ICO)-Badalona, Germans Trias i Pujol Universitary Hospital, Barcelona, Spain
- Badalona-Applied Research Group in Oncology (B-ARGO), Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
- Translational Program in Cancer Research (CARE) Program; Germans Trias i Pujol Research Institute (IGTP), Barcelona, Spain
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Kim HS, Noh YK, Min KW, Kim DH, Kwon MJ, Pyo JS, Lee JY. Cancer-Associated Fibroblasts Together with a Decline in CD8+ T Cells Predict a Worse Prognosis for Breast Cancer Patients. Ann Surg Oncol 2024; 31:2114-2126. [PMID: 38093168 DOI: 10.1245/s10434-023-14715-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 11/21/2023] [Indexed: 02/08/2024]
Abstract
BACKGROUND Cancer-associated fibroblasts (CAFs) play a crucial role in tumor microenvironment regulation and cancer progression. This study assessed the significance and predictive potential of CAFs in breast cancer prognosis. METHODS The study included 1503 breast cancer patients. Cancer-associated fibroblasts were identified using morphologic features from hematoxylin and eosin slides. The study analyzed clinicopathologic parameters, survival rates, immune cells, gene sets, and prognostic models using gene-set enrichment analysis, in silico cytometry, pathway analysis, in vitro drug-screening, and gradient-boosting machine (GBM)-learning. RESULTS The presence of CAFs correlated significantly with young age, lymphatic invasion, and perineural invasion. In silico cytometry showed altered leukocyte subsets in the presence of CAFs, with decreased CD8+ T cells. Gene-set enrichment analysis showed associations with critical processes such as the epithelial-mesenchymal transition and immune modulation. Drug sensitivity analysis in breast cancer cell lines with varying fibroblast activation protein-α expression suggested that CAF-targeted therapies might enhance the efficacy of certain anticancer drugs including ARRY-520, ispinesib-mesylate, paclitaxel, and docetaxel. Integrating CAF presence with machine-learning improved survival prediction. For breast cancer patients, CAFs were independent prognostic markers for worse disease-specific survival and disease-free survival. CONCLUSION This study highlighted the significance of CAFs in breast cancer biology and provided compelling evidence of their impact on patient outcomes and treatment response. The findings offer valuable insights into the potential of CAFs as prognostic and predictive biomarkers and support the development of CAF-targeted therapies to improve breast cancer management.
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Affiliation(s)
- Hyung Suk Kim
- Division of Breast Surgery, Department of Surgery, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri, Republic of Korea
| | - Yung-Kyun Noh
- Department of Computer Science, Hanyang University, Seoul, Republic of Korea
- School of Computational Sciences, Korea Institute for Advanced Study, Seoul, Republic of Korea
| | - Kyueng-Whan Min
- Department of Pathology, Uijeongbu Eulji Medical Center, Eulji University School of Medicine, Uijeongbu, Republic of Korea.
| | - Dong-Hoon Kim
- Department of Pathology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
| | - Mi Jung Kwon
- Department of Pathology, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang, Republic of Korea
| | - Jung Soo Pyo
- Department of Pathology, Uijeongbu Eulji Medical Center, Eulji University School of Medicine, Uijeongbu, Republic of Korea
| | - Jeong-Yeon Lee
- Department of Pathology, College of Medicine, Hanyang University, Seoul, Republic of Korea
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Rizzo A, Racca M, Garrou F, Fenocchio E, Pellegrino L, Albano D, Dondi F, Bertagna F, Annunziata S, Treglia G. Diagnostic Performance of Positron Emission Tomography with Fibroblast-Activating Protein Inhibitors in Gastric Cancer: A Systematic Review and Meta-Analysis. Int J Mol Sci 2023; 24:10136. [PMID: 37373285 DOI: 10.3390/ijms241210136] [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: 05/27/2023] [Revised: 06/09/2023] [Accepted: 06/13/2023] [Indexed: 06/29/2023] Open
Abstract
Various papers have introduced the use of positron emission tomography (PET) with [68Ga]Ga-radiolabeled fibroblast-activation protein inhibitor (FAPi) radiopharmaceuticals in different subtypes of gastric cancer (GC). Our aim was to assess the diagnostic performance of this novel molecular imaging technique in GC with a systematic review and meta-analysis. A straightforward literature search of papers concerning the diagnostic performance of FAP-targeted PET imaging was performed. Original articles evaluating this novel molecular imaging examination in both newly diagnosed GC patients and GC patients with disease relapse were included. The systematic review included nine original studies, and eight of them were also eligible for meta-analysis. The quantitative synthesis provided pooled detection rates of 95% and 97% for the assessment of primary tumor and distant metastases, respectively, and a pooled sensitivity and specificity of 74% and 89%, respectively, for regional lymph node metastases. Significant statistical heterogeneity among the included studies was found only in the analysis of the primary tumor detection rate (I2 = 64%). Conclusions: Beyond the limitations of this systematic review and meta-analysis (i.e., all the included studies were conducted in Asia, and using [18F]FDG PET/CT as a comparator of the index test), the quantitative data provided demonstrate the promising diagnostic performance of FAP-targeted PET imaging in GC. Nevertheless, more prospective multicentric studies are needed to confirm the excellent performances of FAP-targeted PET in this cluster of patients.
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Affiliation(s)
- Alessio Rizzo
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO-IRCCS, 10060 Turin, Italy
| | - Manuela Racca
- Department of Nuclear Medicine, Candiolo Cancer Institute, FPO-IRCCS, 10060 Turin, Italy
| | - Federico Garrou
- Nuclear Medicine Unit, Department of Medical Sciences, AOU Città della Salute e della Scienza, University of Turin, 10126 Turin, Italy
| | - Elisabetta Fenocchio
- Department of Oncology, Candiolo Cancer Institute, FPO-IRCCS, 10060 Turin, Italy
| | - Luca Pellegrino
- Department of Surgery, Candiolo Cancer Institute, FPO-IRCCS, 10060 Turin, Italy
| | - Domenico Albano
- Division of Nuclear Medicine, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Francesco Dondi
- Division of Nuclear Medicine, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Francesco Bertagna
- Division of Nuclear Medicine, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Salvatore Annunziata
- Unità di Medicina Nucleare, GSTeP Radiopharmacy-TracerGLab, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 00168 Rome, Italy
| | - Giorgio Treglia
- Clinic of Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6501 Bellinzona, Switzerland
- Faculty of Biology and Medicine, University of Lausanne, 1011 Lausanne, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, 6900 Lugano, Switzerland
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