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Mariano NC, Marotti JD, Chen Y, Karakyriakou B, Salgado R, Christensen BC, Miller TW, Kettenbach AN. Quantitative proteomics analysis of triple-negative breast cancers. NPJ Precis Oncol 2025; 9:117. [PMID: 40269124 PMCID: PMC12019170 DOI: 10.1038/s41698-025-00907-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Accepted: 04/05/2025] [Indexed: 04/25/2025] Open
Abstract
Triple-negative breast cancer (TNBC) accounts for approximately 15% of all Breast Cancer (BC) cases with poorer prognosis and clinical outcomes compared to other BC subtypes due to greater tumor heterogeneity and few therapeutically targetable oncogenic drivers. To reveal actionable pathways for anti-cancer treatment, we use a proteomic approach to quantitatively compare the abundances of 6306 proteins across 55 formalin-fixed and paraffin-embedded (FFPE) TNBC tumors. We identified four major TNBC clusters by unsupervised clustering analysis of protein abundances. Analyses of clinicopathological characteristics revealed associations between the proteomic profiles and clinical phenotypes exhibited by each subtype. We validate the findings by inferring immune and stromal cell type composition from genome-wide DNA methylation profiles. Finally, quantitative proteomics on TNBC cell lines was conducted to identify in vitro models for each subtype. Collectively, our data provide subtype-specific insights into molecular drivers, clinicopathological phenotypes, tumor microenvironment (TME) compositions, and potential pharmacologic vulnerabilities for further investigations.
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Affiliation(s)
| | - Jonathan D Marotti
- Department of Pathology and Laboratory Medicine, Lebanon, NH, USA
- Dartmouth Cancer Center, Lebanon, NH, USA
| | | | | | - Roberto Salgado
- Department of Pathology, GZA-ZNA Hospitals, Antwerp, Belgium
- Division of Research, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Brock C Christensen
- Department of Pathology and Laboratory Medicine, Lebanon, NH, USA
- Dartmouth Cancer Center, Lebanon, NH, USA
- Department of Molecular and Systems Biology, Lebanon, NH, USA
- Department of Epidemiology, Lebanon, NH, USA
- Department of Community and Family Medicine, Lebanon, NH, USA
| | - Todd W Miller
- Dartmouth Cancer Center, Lebanon, NH, USA
- Department of Molecular and Systems Biology, Lebanon, NH, USA
- Department of Pharmacology & Toxicology, Medical College of Wisconsin, Milwaukee, WI, USA
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Arminja N Kettenbach
- Department of Biochemistry and Cell Biology, Hanover, NH, USA.
- Dartmouth Cancer Center, Lebanon, NH, USA.
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Zhang Y, Li Q, Lan J, Xie G, Zhang G, Cui J, Leng P, Wang Y. Triple-negative breast cancer molecular subtypes and potential detection targets for biological therapy indications. Carcinogenesis 2025; 46:bgaf006. [PMID: 39977309 DOI: 10.1093/carcin/bgaf006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Revised: 02/07/2025] [Accepted: 02/17/2025] [Indexed: 02/22/2025] Open
Abstract
Triple-negative breast cancer (TNBC) is a highly aggressive subtype of breast cancer associated with poor prognosis. While chemotherapy remains the conventional treatment approach, its efficacy is limited and often accompanied by significant toxicity. Advances in precision-targeted therapies have expanded treatment options for TNBC, including immunotherapy, poly (ADP-ribose) polymerase inhibitors, androgen receptor inhibitors, cell cycle-dependent kinase inhibitors, and signaling pathway inhibitors. However, the heterogeneous nature of TNBC contributes to variations in treatment outcomes, underscoring the importance of identifying intrinsic molecular subtypes for personalized therapy. Additionally, due to patient-specific variability, the therapeutic response to targeted treatments is inconsistent. This highlights the need to strategize patients based on potential therapeutic targets for targeted drugs to optimize treatment strategies. This review summarizes the classification strategies and immunohistochemical (IHC) biomarkers for TNBC subtypes, along with potential targets for identifying indications for targeted drug therapy. These insights aim to support the development of personalized treatment approaches for TNBC patients.
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Affiliation(s)
- Yanchuan Zhang
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, Chengdu, China
- Sichuan Key Laboratory of Medical Molecular Testing, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Qinghua Li
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, Chengdu, China
- Sichuan Key Laboratory of Medical Molecular Testing, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Jie Lan
- Division of Head & Neck Tumor Multimodality Treatment, Cancer Center, Institute of Breast Health Medicine, West China Hospital, Sichuan University, Chengdu, P.R. China
| | - Guojing Xie
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, Chengdu, China
- Sichuan Key Laboratory of Medical Molecular Testing, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Guangjie Zhang
- Department of Clinical Laboratory, Chengdu Fifth People's Hospital, Chengdu, China
| | - Junhao Cui
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, Chengdu, China
| | - Ping Leng
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, Chengdu, China
- Sichuan Key Laboratory of Medical Molecular Testing, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yingshuang Wang
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, Chengdu, China
- Sichuan Key Laboratory of Medical Molecular Testing, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
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Li M, Zhou S, Lv H, Cai M, Shui R, Yang W. Neoadjuvant chemotherapy response in androgen receptor-positive triple-negative breast cancer: potential predictive biomarkers and genetic alterations. Breast Cancer Res 2025; 27:41. [PMID: 40114215 PMCID: PMC11927354 DOI: 10.1186/s13058-025-01994-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 03/03/2025] [Indexed: 03/22/2025] Open
Abstract
BACKGROUND The aim of the present study was to investigate whether the androgen receptor (AR) status affects the efficacy of neoadjuvant chemotherapy (NACT) in triple negative breast cancer (TNBC) patients, and to elucidate the predictive biomarkers and mutations associated with pathological complete response (pCR) in AR-positive TNBC patients. METHODS The current retrospective cohort included 226 TNBC patients who underwent NACT. AR and FOXC1 were assessed by immunohistochemistry on pretreatment biopsy specimens of 226 TNBC patients from 2018 to 2022. The clinicopathological features of AR-negative, AR < 10%, and AR ≥ 10% TNBC patients were analyzed to confirm the appropriate threshold. The response was evaluated in terms of pCR and Miller-Payne (MP) grade in the subsequent mastectomy or breast conservation samples. Next-generation sequencing (NGS) was utilized to further investigate the molecular characteristics of 44 AR-positive TNBC patients. RESULTS Among the 226 TNBC patients, compared with AR-negative and AR < 10% tumors (68.58%, 155/226), AR ≥ 10% TNBC patients (31.41%, 71/226) exhibited distinct clinicopathological features, while no significant difference was detected between those with AR-negative tumors and those with AR < 10% tumors. Thus, tumors with AR ≥ 10% expression were defined as having AR positive expression. The pCR rate of AR-positive TNBCs was lower than that of AR-negative TNBC patients (12.68% vs. 34.19%, p < 0.001). In TNBC, multivariate analysis demonstrated that FOXC1 was an independent predictor of pCR (p = 0.042), whereas AR was not. The pCR rate was higher in FOXC1 positive patients than in FOXC1 negative patients (34.44% vs. 3.13%, p < 0.001). In the AR-positive TNBC subgroup, patients with FOXC1 expression had lower AR expression, higher Ki-67 expression, and higher histological grade. Compared with AR-positive TNBC patients who achieved pCR, the non-pCR patients had a greater percentage of mutations in genes involved in the PI3K/AKT/mTOR pathway. CONCLUSIONS The current study indicated that the AR-positive TNBC is correlated with lower rates of pCR after NACT. The expression of FOXC1 in TNBC patients and AR-positive TNBC patients could be utilized as a predictive marker for the efficacy of NACT. The present study provides a rationale for treating these non-pCR AR-positive TNBC tumors with PI3K/AKT/mTOR inhibitors.
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Affiliation(s)
- Ming Li
- Department of Pathology, Fudan University Shanghai Cancer Center, 270 Dongan Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dongan Road, Shanghai, 200032, China
- Institute of Pathology, Fudan University, 270 Dongan Road, Shanghai, 200032, China
| | - Shuling Zhou
- Department of Pathology, Fudan University Shanghai Cancer Center, 270 Dongan Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dongan Road, Shanghai, 200032, China
- Institute of Pathology, Fudan University, 270 Dongan Road, Shanghai, 200032, China
| | - Hong Lv
- Department of Pathology, Fudan University Shanghai Cancer Center, 270 Dongan Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dongan Road, Shanghai, 200032, China
- Institute of Pathology, Fudan University, 270 Dongan Road, Shanghai, 200032, China
| | - Mengyuan Cai
- Department of Pathology, Fudan University Shanghai Cancer Center, 270 Dongan Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dongan Road, Shanghai, 200032, China
- Institute of Pathology, Fudan University, 270 Dongan Road, Shanghai, 200032, China
| | - Ruohong Shui
- Department of Pathology, Fudan University Shanghai Cancer Center, 270 Dongan Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dongan Road, Shanghai, 200032, China
- Institute of Pathology, Fudan University, 270 Dongan Road, Shanghai, 200032, China
| | - Wentao Yang
- Department of Pathology, Fudan University Shanghai Cancer Center, 270 Dongan Road, Shanghai, 200032, China.
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dongan Road, Shanghai, 200032, China.
- Institute of Pathology, Fudan University, 270 Dongan Road, Shanghai, 200032, China.
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Bouzid RS, Bouzid R, Labed H, Serhani I, Hellal D, Oumeddour L, Boudhiaf I, Ibrir M, Khadraoui H, Belaaloui G. Molecular subtyping and target identification in triple negative breast cancer through immunohistochemistry biomarkers. BMC Cancer 2025; 25:454. [PMID: 40082760 PMCID: PMC11905517 DOI: 10.1186/s12885-025-13832-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 02/27/2025] [Indexed: 03/16/2025] Open
Abstract
BACKGROUND The Triple-Negative Breast Cancer (TNBC) molecular subtyping and target identification based on Immunohistochemistry (IHC) is of considerable worth for routine use. Yet, literature on this topic is limited worldwide and needs to be enriched with data from different populations. METHODS We assessed the IHC expression of subtyping biomarkers (Cytokeratins 5, 14 and 17, Epidermal Growth Factor Receptor, Claudins 3 and 7, E-cadherin, Vimentin and Androgen receptor) and predictive biomarkers (Tumor-infiltrating lymphocytes (TILs) density, Breast Cancer Antigen 1 (BRCA1) and P53) in a cohort of TNBC patients. Clinicopathologic parameters and overall survival (OS) were investigated as well. RESULTS The patients were aged 50.11 ± 12.13y (more than 40y in 76.56% of patients), and 23.44% had a BC family history. They were in a non-advanced stage: 51.6% T2 stage, 56.2% negative lymph node involvement, 76.6% without metastasis and 64.1% grade II Scarff-Bloom-Richardson classification (SBR). The IHC subtypes were: 53.1% Basal-like1 (BL1), 6.3% Basal-like2 (BL2), 17.2% Mesenchymal (MES), 9.4% Luminal Androgen Receptor (LAR), 4.7% Mixed subtype and 9.4% "Unclassified" type. The LAR subtype involved the youngest patients (40.17 ± 8.68y, p = 0.02). The "Unclassified" subtype expressed the p53 mutated-type pattern more frequently (100%, p = 0.07). The BRCA1 mutated pattern and TILs infiltration were present in (23.44% and 37.5% of patients, respectively). The OS of the subtypes differed significantly (p = 0.007, log-rank test). The subtypes median OS were, respectively, 15.47 mo. (Unclassified), 18.94 mo. (BL2), 27.23 mo. (MES), 27.28 mo. (Mixed), 30.88 mo. (BL1), and 45.07 mo. (LAR). There was no difference in the OS following age, BRCA1 expression, p53 pattern and TILs density. Though, the OS following the TNM stage was different (p = 0.001). A multivariable Cox proportional hazards regression analysis showed that TNM staging and TNBC subtypes, independently influence the OS (p < 0.001 and p = 0.017, respectively). Hence, IHC is useful in TNBC subtyping for prognostic purposes and in the identification of therapeutic biomarkers. Further investigation is required to confirm our results and to implement IHC as a routine tool to improve patient's care.
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Affiliation(s)
- Rima Saad Bouzid
- Laboratory of Acquired and Constitutional Genetic Diseases (MAGECA), Faculty of Medicine, University of Batna 2, 05000, Batna, Algeria
- Department of Biology of Organisms, Faculty of Natural and Life Sciences, University of Batna 2, 05000, Batna, Algeria
| | - Radhia Bouzid
- Laboratory of Acquired and Constitutional Genetic Diseases (MAGECA), Faculty of Medicine, University of Batna 2, 05000, Batna, Algeria
- Department of Biology of Organisms, Faculty of Natural and Life Sciences, University of Batna 2, 05000, Batna, Algeria
| | - Housna Labed
- Laboratory of Acquired and Constitutional Genetic Diseases (MAGECA), Faculty of Medicine, University of Batna 2, 05000, Batna, Algeria
- Department of Biology of Organisms, Faculty of Natural and Life Sciences, University of Batna 2, 05000, Batna, Algeria
| | - Iman Serhani
- Faculty of Medicine, University Batna 2, Batna, Algeria
- Pathology Department, Cancer Control Center (CLCC), Batna, Algeria
| | - Dounia Hellal
- Faculty of Medicine, University Batna 2, Batna, Algeria
- Pathology Department, Cancer Control Center (CLCC), Batna, Algeria
| | - Leilia Oumeddour
- Faculty of Medicine, University Batna 2, Batna, Algeria
- Pathology Department, Cancer Control Center (CLCC), Batna, Algeria
| | - Ines Boudhiaf
- Pathology Department, Cancer Control Center (CLCC), Batna, Algeria
| | - Massouda Ibrir
- Faculty of Medicine, University Batna 2, Batna, Algeria
- Pathology Department, University Hospital, Batna, Algeria
| | - Hachani Khadraoui
- Laboratory of Acquired and Constitutional Genetic Diseases (MAGECA), Faculty of Medicine, University of Batna 2, 05000, Batna, Algeria
- Faculty of Medicine, University Batna 2, Batna, Algeria
- Pathology Department, Cancer Control Center (CLCC), Batna, Algeria
| | - Ghania Belaaloui
- Laboratory of Acquired and Constitutional Genetic Diseases (MAGECA), Faculty of Medicine, University of Batna 2, 05000, Batna, Algeria.
- Faculty of Medicine, University Batna 2, Batna, Algeria.
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Chen Z, Liu Y, Lyu M, Chan CH, Sun M, Yang X, Qiao S, Chen Z, Yu S, Ren M, Lu A, Zhang G, Li F, Yu Y. Classifications of triple-negative breast cancer: insights and current therapeutic approaches. Cell Biosci 2025; 15:13. [PMID: 39893480 PMCID: PMC11787746 DOI: 10.1186/s13578-025-01359-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Accepted: 01/28/2025] [Indexed: 02/04/2025] Open
Abstract
Triple-negative breast cancer (TNBC) is an aggressive and challenging type of cancer, characterized by the absence of specific receptors targeted by current therapies, which limits effective targeted treatment options. TNBC has a high risk of recurrence and distant metastasis, resulting in lower survival rates. Additionally, TNBC exhibits significant heterogeneity at histopathological, proteomic, transcriptomic, and genomic levels, further complicating the development of effective treatments. While some TNBC subtypes may initially respond to chemotherapy, resistance frequently develops, increasing the risk of aggressive recurrence. Therefore, precisely classifying and characterizing the distinct features of TNBC subtypes is crucial for identifying the most suitable molecular-based therapies for individual patients. In this review, we provide a comprehensive overview of these subtypes, highlighting their unique profiles as defined by various classification systems. We also address the limitations of conventional therapeutic approaches and explore innovative biological strategies, all aimed at advancing the development of targeted and effective therapeutic strategies for TNBC.
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Affiliation(s)
- Ziqi Chen
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China
| | - Yumeng Liu
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China
| | - Minchuan Lyu
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China
| | - Chi Ho Chan
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China
- Institute of Integrated Bioinformedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Law Sau Fai Institute for Advancing Translational Medicine in Bone & Joint Diseases, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
| | - Meiheng Sun
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China
| | - Xin Yang
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China
- Institute of Integrated Bioinformedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
| | - Shuangying Qiao
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China
| | - Zheng Chen
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China
| | - Sifan Yu
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China
- Institute of Integrated Bioinformedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Law Sau Fai Institute for Advancing Translational Medicine in Bone & Joint Diseases, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
| | - Meishen Ren
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Key Laboratory of Animal Diseases and Human Health of Sichuan Province, College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, People's Republic of China
| | - Aiping Lu
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China
- Institute of Integrated Bioinformedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Law Sau Fai Institute for Advancing Translational Medicine in Bone & Joint Diseases, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
| | - Ge Zhang
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China
- Institute of Integrated Bioinformedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Law Sau Fai Institute for Advancing Translational Medicine in Bone & Joint Diseases, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
| | - Fangfei Li
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China
- Institute of Integrated Bioinformedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
- Law Sau Fai Institute for Advancing Translational Medicine in Bone & Joint Diseases, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China
| | - Yuanyuan Yu
- Institute of Systems Medicine and Health Sciences, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China.
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-Based Translational Medicine and Drug Discovery, Hong Kong, SAR, China.
- Institute of Integrated Bioinformedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China.
- Law Sau Fai Institute for Advancing Translational Medicine in Bone & Joint Diseases, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, China.
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Ning B, Liu C, Kucukdagli AC, Zhang J, Jing H, Zhou Z, Zhang Y, Dong Y, Chen Y, Guo H, Xu J. Proteomic profiling identifies upregulation of aurora kinases causing resistance to taxane-type chemotherapy in triple negative breast cancer. Sci Rep 2025; 15:3211. [PMID: 39863788 PMCID: PMC11762698 DOI: 10.1038/s41598-025-87315-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 01/17/2025] [Indexed: 01/27/2025] Open
Abstract
Nowadays, chemotherapy and immunotherapy remain the major treatment strategies for Triple-Negative Breast Cancer (TNBC). Identifying biomarkers to pre-select and subclassify TNBC patients with distinct chemotherapy responses is essential. In the current study, we performed an unbiased Reverse Phase Protein Array (RPPA) on TNBC cells treated with chemotherapy compounds and found a leading significant increase of phosphor-AURKA/B/C, AURKA, AURKB, and PLK1, which fall into the mitotic kinase group. The increase of AURKA and AURKB protein was majorly due to a post-transcription level regulation, and Paclitaxel treatment induced Aurora Kinases protein phosphorylation on AURKA(T288)/AURKB(T232) sites and their protein stability. In our UAB TNBC cohort, the expression of AURKA and AURKB was significantly higher in TNBC tumors compared to normal adjacent tissues, and AURKB was found to be highly expressed in African American TNBC patients compared to European Americans. Moreover, Aurora Kinases overexpression in TNBC cells renders resistance to Paclitaxel treatment and attenuates the apoptosis effect triggered by chemotherapy treatment, suggesting Aurora Kinases could mediate the chemo-resistance in TNBC. Hence, a combination of Aurora kinase inhibitors or PROTAC degrader and taxane-type chemotherapy significantly enhanced the chemotherapy effect. In summary, we revealed that Aurora Kinases upregulation after treatment with chemotherapy could confer chemotherapy resistance to TNBC cells, and AURKB could serve as preselection markers for stratifying patients' response to neoadjuvant chemotherapy.
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Affiliation(s)
- Bohan Ning
- Department of Genetics, The University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Pathology, Heersink School of Medicine, The University of Alabama at Birmingham, 720 20th Street South, Birmingham, AL, 35294, USA
| | - Chang Liu
- Department of Genetics, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ali Cem Kucukdagli
- Department of Genetics, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jiuyi Zhang
- Department of Genetics, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Han Jing
- Department of Genetics, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Zhiqian Zhou
- Department of Genetics, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Yuwei Zhang
- Department of Genetics, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ying Dong
- Department of Pathology, Peking University First Hospital, Beijing, China
| | - Yunjia Chen
- Department of Genetics, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Hua Guo
- Department of Pathology, Heersink School of Medicine, The University of Alabama at Birmingham, 720 20th Street South, Birmingham, AL, 35294, USA.
| | - Jia Xu
- Department of Genetics, The University of Alabama at Birmingham, Birmingham, AL, USA.
- Department of Pathology, Heersink School of Medicine, The University of Alabama at Birmingham, 720 20th Street South, Birmingham, AL, 35294, USA.
- O'Neal Comprehensive Cancer Center, The University of Alabama at Birmingham, Birmingham, AL, USA.
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7
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Yamaguchi-Tanaka M, Takagi K, Sato A, Yamazaki Y, Miyashita M, Masamune A, Suzuki T. Regulation of Stromal Cells by Sex Steroid Hormones in the Breast Cancer Microenvironment. Cancers (Basel) 2024; 16:4043. [PMID: 39682229 DOI: 10.3390/cancers16234043] [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: 10/31/2024] [Revised: 11/25/2024] [Accepted: 11/28/2024] [Indexed: 12/18/2024] Open
Abstract
Breast cancer is a prevalent hormone-dependent malignancy, and estrogens/estrogen receptor (ER) signaling are pivotal therapeutic targets in ER-positive breast cancers, where endocrine therapy has significantly improved treatment efficacy. However, the emergence of both de novo and acquired resistance to these therapies continues to pose challenges. Additionally, androgens are produced locally in breast carcinoma tissues by androgen-producing enzymes, and the androgen receptor (AR) is commonly expressed in breast cancer cells. Intratumoral androgens play a significant role in breast cancer progression and are closely linked to resistance to endocrine treatments. The tumor microenvironment, consisting of tumor cells, immune cells, fibroblasts, extracellular matrix, and blood vessels, is crucial for tumor progression. Stromal cells influence tumor progression through direct interactions with cancer cells, the secretion of soluble factors, and modulation of tumor immunity. Estrogen and androgen signaling in breast cancer cells affects the tumor microenvironment, and the expression of hormone receptors correlates with the diversity of the stromal cell profile. Notably, various stromal cells also express ER or AR, which impacts breast cancer development. This review describes how sex steroid hormones, particularly estrogens and androgens, affect stromal cells in the breast cancer microenvironment. We summarize recent findings focusing on the effects of ER/AR signaling in breast cancer cells on stromal cells, as well as the direct effects of ER/AR signaling in stromal cells.
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Affiliation(s)
- Mio Yamaguchi-Tanaka
- Personalized Medicine Center, Tohoku University Hospital, Sendai 980-8574, Japan
- Department of Pathology and Histotechnology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
| | - Kiyoshi Takagi
- Department of Pathology and Histotechnology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
| | - Ai Sato
- Department of Pathology and Histotechnology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
| | - Yuto Yamazaki
- Department of Pathology, Tohoku University Hospital, Sendai 980-8574, Japan
| | - Minoru Miyashita
- Department of Breast and Endocrine Surgical Oncology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
| | - Atsushi Masamune
- Personalized Medicine Center, Tohoku University Hospital, Sendai 980-8574, Japan
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
| | - Takashi Suzuki
- Department of Pathology and Histotechnology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
- Department of Pathology, Tohoku University Hospital, Sendai 980-8574, Japan
- Department of Anatomic Pathology, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
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Shukla N, Shah K, Rathore D, Soni K, Shah J, Vora H, Dave H. Androgen receptor: Structure, signaling, function and potential drug discovery biomarker in different breast cancer subtypes. Life Sci 2024; 348:122697. [PMID: 38710280 DOI: 10.1016/j.lfs.2024.122697] [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: 01/09/2024] [Revised: 04/28/2024] [Accepted: 05/03/2024] [Indexed: 05/08/2024]
Abstract
The Androgen Receptor (AR) is emerging as an important factor in the pathogenesis of breast cancer (BC), which is the most common malignancy worldwide. >70 % of AR expression in primary and metastatic breast tumors has been observed which suggests that AR may be a new marker and a potential therapeutic target among AR-positive BC patients. Biological insight into AR-positive breast cancer reveals that AR may cross-talk with several vital signaling pathways, including key molecules and receptors. Downstream signaling of AR might also affect many clinically important pathways that are emerging as clinical targets in BC. AR exhibits different behaviors depending on the breast cancer molecular subtype. Preliminary clinical research using AR-targeted drugs, which have already been FDA-approved for prostate cancer (PC), has given promising results for AR-positive breast cancer patients. However, since AR positivity's prognostic and predictive value remains uncertain, it is difficult to identify and stratify patients who would benefit from AR-targeted therapies alone. Thus, the need of the hour is to target the androgen receptor as a monotherapy or in combination with other conventional therapies which has proven to be an effective clinical strategy for the treatment of prostate cancer patients, and these therapeutic strategies are increasingly being investigated in breast cancer. Therefore, in this manuscript, we review the role of AR in various cellular processes that promote tumorigenesis and aggressiveness, in different subtypes of breast cancer, as well as discuss ongoing efforts to target AR for the more effective treatment and prevention of breast cancer.
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Affiliation(s)
- Nirali Shukla
- Institute of Science, Nirma University, Ahmedabad, Gujarat 382481, India
| | - Kanisha Shah
- Division of Biological & Life Sciences, School of Arts & Sciences, Ahmedabad University, Central Campus, Navrangpura, Ahmedabad, Gujarat 380009, India
| | - Deepshikha Rathore
- Institute of Science, Nirma University, Ahmedabad, Gujarat 382481, India
| | - Kinal Soni
- Institute of Pharmacy, Nirma University, Ahmedabad, Gujarat 382481, India
| | - Jigna Shah
- Institute of Pharmacy, Nirma University, Ahmedabad, Gujarat 382481, India
| | - Hemangini Vora
- The Gujarat Cancer & Research Institute, Ahmedabad, Gujarat 380016, India
| | - Heena Dave
- Institute of Science, Nirma University, Ahmedabad, Gujarat 382481, India.
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de Paula B, Crocamo S, de Sousa CAM, Valverde P, Rezende F, Abdelhay E. Triple-Negative Breast Cancer Subclassified by Immunohistochemistry: Correlation with Clinical and Pathological Outcomes in Patients Receiving Neoadjuvant Chemotherapy. Int J Mol Sci 2024; 25:5825. [PMID: 38892013 PMCID: PMC11172922 DOI: 10.3390/ijms25115825] [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: 04/22/2024] [Revised: 05/22/2024] [Accepted: 05/24/2024] [Indexed: 06/21/2024] Open
Abstract
The intrinsic subtype of triple-negative breast cancer (TNBC) is based on genomic evaluation. In this study, we report the survival and pathological complete response (pCR) rates of TNBC patients subtyped by IHC and treated with neoadjuvant chemotherapy (NACT). A retrospective cohort of 187 TNBC patients who received NACT between 2008 and 2017 was used, and IHC subtyping was performed on biopsy specimens before chemotherapy. The subtyping revealed predominantly basal-like tumors (IHC-BL, 61%), followed by basal-like immune-suppressed tumors (IHC-BLIS, 31%), mesenchymal tumors (12.5%), luminal androgen receptor tumors (IHC-LAR, 12%), and basal-like immune-activated tumors (IHC-BLIA, 10.9%). The pCR rate varied among subtypes, with IHC-BLIA showing the highest (30.0%) and IHC-LAR showing the lowest (4.5%). IHC-BLIS led in recurrence sites. Overall and disease-free survival analyses did not show significant differences among subtypes, although IHC-BLIA demonstrated a trend toward better survival, and IHC-mesenchymal, worse. Patients who achieved pCR exhibited significantly better disease-free survival and overall survival than non-responders. This study underscores the potential of IHC-based subtyping in TNBC management, highlighting distinct response patterns to neoadjuvant chemotherapy and potential implications for treatment strategies. Further research is warranted to validate these findings and explore tailored therapeutic approaches for specific TNBC subtypes.
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Affiliation(s)
- Bruno de Paula
- Núcleo de Pesquisa Clínica, Hospital do Cancer III, Instituto Nacional de Câncer –, Rio de Janeiro 20560-121, Brazil;
- School of Biosciences, Faculty of Health and Medical Sciences, University of Surrey, Guilford GU2 7XH, UK
| | - Susanne Crocamo
- Núcleo de Pesquisa Clínica, Hospital do Cancer III, Instituto Nacional de Câncer –, Rio de Janeiro 20560-121, Brazil;
| | | | - Priscila Valverde
- Divisão de Patologia, COAS, Instituto Nacional de Câncer–INCA, Rio de Janeiro 20220-400, Brazil
| | - Fabiana Rezende
- Divisão de Patologia, COAS, Instituto Nacional de Câncer–INCA, Rio de Janeiro 20220-400, Brazil
| | - Eliana Abdelhay
- Divisão de Laboratórios Especializados, COAS, Instituto Nacional de Câncer–INCA, Rio de Janeiro 202300-130, Brazil
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10
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Lee M, Yoo TK, Chae BJ, Lee A, Cha YJ, Lee J, Ahn SG, Kang J. Luminal androgen receptor subtype and tumor-infiltrating lymphocytes groups based on triple-negative breast cancer molecular subclassification. Sci Rep 2024; 14:11278. [PMID: 38760384 PMCID: PMC11101432 DOI: 10.1038/s41598-024-61640-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 05/08/2024] [Indexed: 05/19/2024] Open
Abstract
In our previous study, we developed a triple-negative breast cancer (TNBC) subtype classification that correlated with the TNBC molecular subclassification. In this study, we aimed to evaluate the predictor variables of this subtype classification on the whole slide and to validate the model's performance by using an external test set. We explored the characteristics of this subtype classification and investigated genomic alterations, including genomic scar signature scores. First, TNBC was classified into the luminal androgen receptor (LAR) and non-luminal androgen receptor (non-LAR) subtypes based on the AR Allred score (≥ 6 and < 6, respectively). Then, the non-LAR subtype was further classified into the lymphocyte-predominant (LP), lymphocyte-intermediate (LI), and lymphocyte-depleted (LD) groups based on stromal tumor-infiltrating lymphocytes (TILs) (< 20%, > 20% but < 60%, and ≥ 60%, respectively). This classification showed fair agreement with the molecular classification in the test set. The LAR subtype was characterized by a high rate of PIK3CA mutation, CD274 (encodes PD-L1) and PDCD1LG2 (encodes PD-L2) deletion, and a low homologous recombination deficiency (HRD) score. The non-LAR LD TIL group was characterized by a high frequency of NOTCH2 and MYC amplification and a high HRD score.
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Affiliation(s)
- Miseon Lee
- Department of Hospital Pathology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Tae-Kyung Yoo
- Division of Breast Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Byung Joo Chae
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Ahwon Lee
- Department of Hospital Pathology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- Cancer Research Institute, The Catholic University of Korea, Seoul, Republic of Korea
| | - Yoon Jin Cha
- Department of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute of Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jieun Lee
- Cancer Research Institute, The Catholic University of Korea, Seoul, Republic of Korea
- Division of Medical Oncology, Department of Internal Medicine, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
| | - Sung Gwe Ahn
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.
| | - Jun Kang
- Department of Hospital Pathology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
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11
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Hu H, Tong K, Tsang JY, Ko CW, Tam F, Loong TC, Tse GM. Subtyping of triple-negative breast cancers: its prognostication and implications in diagnosis of breast origin. ESMO Open 2024; 9:102993. [PMID: 38613910 PMCID: PMC11024544 DOI: 10.1016/j.esmoop.2024.102993] [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: 11/20/2023] [Revised: 03/06/2024] [Accepted: 03/12/2024] [Indexed: 04/15/2024] Open
Abstract
BACKGROUND Triple-negative breast cancer (TNBC) subtyping by gene profiling has provided valuable clinical information. Here, we aimed to evaluate the relevance of TNBC subtyping using immunohistochemistry (IHC), which could be a more clinically practical approach, for prognostication and applications in patient management. METHODS A total of 123 TNBC cases were classified using androgen receptor (AR), CD8, Forkhead box C1 protein (FOXC1), and doublecortin-like kinase 1 (DCLK1) into luminal androgen receptor (LAR), basal-like immunosuppressive (BLIS), mesenchymal-like (MES), and immunomodulatory (IM) subtypes. The IM cases were further divided into the IM-excluded and IM-inflamed categories by CD8 spatial distribution. Their clinicopathological and biomarker profiles and prognoses were evaluated. RESULTS LAR (28.6%) and MES (11.2%) were the most and least frequent subtypes. The IHC-TNBC subtypes demonstrated distinct clinicopathological features and biomarker profiles, corresponding to the reported features in gene profiling studies. IM-inflamed subtype had the best outcome, while BLIS had a significantly poorer survival. Differential breast-specific marker expressions were found. Trichorhinophalangeal syndrome type 1 (TRPS1) was more sensitive for IM-inflamed and BLIS, GATA-binding protein 3 (GATA3) for IM-excluded and MES, and gross cystic disease fluid protein 15 (GCDFP15) for LAR subtypes. CONCLUSIONS Our findings demonstrated the feasibility of IHC surrogates to stratify TNBC subtypes with distinct features and prognoses. The IM subtype can be refined by its CD8 spatial pattern. Breast-specific marker expression varied among the subtypes. Marker selection should be tailored accordingly.
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Affiliation(s)
- H Hu
- Division of Breast Surgery, Department of General Surgery, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, China
| | - K Tong
- Department of Anatomical and Cellular Pathology, State Key Laboratory of Translational Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong
| | - J Y Tsang
- Department of Anatomical and Cellular Pathology, State Key Laboratory of Translational Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong
| | - C W Ko
- Department of Anatomical and Cellular Pathology, State Key Laboratory of Translational Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong
| | - F Tam
- Department of Pathology, Kwong Wah Hospital, Hong Kong
| | - T C Loong
- Department of Pathology, Tuen Mun Hospital, Hong Kong
| | - G M Tse
- Department of Anatomical and Cellular Pathology, State Key Laboratory of Translational Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong.
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12
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de Mello RA, Perez KR, Vazquez TP. Current and future trends in neoadjuvant immunotherapy for the treatment of triple-negative breast cancer. Immunotherapy 2024; 16:257-266. [PMID: 38197149 DOI: 10.2217/imt-2022-0277] [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: 01/01/2023] [Accepted: 11/30/2023] [Indexed: 01/11/2024] Open
Abstract
Triple-negative breast cancer (TNBC) comprises 15-20% of all breast cancers (BC). Lacking targeted therapy options, TNBC becomes the focal point of clinical investigations aiming not only to identify drugs with enhanced response potential but also to uncover new immunological and/or metabolic pathways conducive to more effective treatments. Currently, neoadjuvant treatment for TNBC relies on standard chemotherapy in conjunction with immunotherapy, given the improved response observed with this drug combination. This review delves into the latest therapeutic updates in TNBC treatment and explores potential advancements shaping the future landscape of this disease in the neoadjuvant setting.
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Affiliation(s)
- Ramon Andrade de Mello
- Department of Oncology, Oxford Cancer Center, Oxford University Hospitals NHS Foundation Trust, Churchill Hospital, OX3 7LE, Oxford, UK
- Department of Oncology, University of Oxford, OX3 7ER, Oxford, UK
- Post Graduation Program in Medicine, Faculty of Medicine, Nine of July University, 015250-000, São Paulo, Brazil
| | - Kátia Roque Perez
- Post Graduation Program in Medicine, Faculty of Medicine, Nine of July University, 015250-000, São Paulo, Brazil
- Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
| | - Thais Pérez Vazquez
- São Paulo Cancer Institute, University of São Paulo, São Paulo, 01246-000, Brazil
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Hanamura T, Yokoyama K, Kitano S, Kagamu H, Yamashita M, Terao M, Okamura T, Kumaki N, Hozumi K, Iwamoto T, Honda C, Kurozumi S, Richer JK, Niikura N. Investigating the immunological function of alpha-2-glycoprotein 1, zinc-binding in regulating tumor response in the breast cancer microenvironment. Cancer Immunol Immunother 2024; 73:42. [PMID: 38349455 PMCID: PMC10864576 DOI: 10.1007/s00262-024-03629-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 01/07/2024] [Indexed: 02/15/2024]
Abstract
BACKGROUND Alpha-2-glycoprotein 1, zinc-binding (ZAG), a secreted protein encoded by the AZGP1 gene, is structurally similar to HLA class I. Despite its presumed immunological function, little is known about its role in tumor immunity. In this study, we thus aimed to determine the relationship between the expression of AZGP1/ZAG and the immunological profiles of breast cancer tissues at both the gene and protein level. METHODS Using a publicly available gene expression dataset from a large-scale breast cancer cohort, we conducted gene set enrichment analysis (GSEA) to screen the biological processes associated with AZGP1. We analyzed the correlation between AZGP1 expression and immune cell composition in breast cancer tissues, estimated using CIBERSORTx. Previously, we evaluated the infiltration of 11 types of immune cells for 45 breast cancer tissues using flow cytometry (FCM). ZAG expression was evaluated by immunohistochemistry on these specimens and analyzed for its relationship with immune cell infiltration. The action of ZAG in M1/M2 polarization models using primary cultures of human peripheral blood mononuclear cells (PBMC)-derived macrophage (Mφ) was analyzed based on the expression of M1/M2 markers (CD86, CD80/CD163, MRC1) and HLA class I/II by FCM. RESULTS AZGP1 expression was negatively correlated with multiple immunological processes and specific immune cell infiltration including Mφ M1 using GSEA and CIBERSORTx. ZAG expression was associated with decreased infiltration of monocytes/macrophages, non-classical monocytes, and myeloid-derived suppressor cells in tumor tissues assessed using FCM. In in vitro analyses, ZAG decreased the expression of CD80, CD163, MRC1, and HLA classes I/II in the M1 polarization model and the expression of CD163 and MRC1 in the M2 polarization model. CONCLUSION ZAG is suggested to be a novel immunoregulatory factor affecting the Mφ phenotype in breast cancer tissues.
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Affiliation(s)
- Toru Hanamura
- Department of Breast Oncology, Tokai University School of Medicine, 143 Shimokasuya, Isehara-shi, Kanagawa Prefecture, 259-1193, Japan.
| | - Kozue Yokoyama
- Department of Breast Oncology, Tokai University School of Medicine, 143 Shimokasuya, Isehara-shi, Kanagawa Prefecture, 259-1193, Japan
| | - Shigehisa Kitano
- Division of Cancer Immunotherapy Development, Department of Advanced Medical Development, The Cancer Institute Hospital of JFCR, 3-8-31, Ariake, Koto, Tokyo, 135-8550, Japan
| | - Hiroshi Kagamu
- Division of Respiratory Medicine, Saitama Medical University International Medical Center, 1397-1, Yamane, Hidaka-shi, Saitama Prefecture, 350-1298, Japan
| | - Makiko Yamashita
- Division of Cancer Immunotherapy Development, Department of Advanced Medical Development, The Cancer Institute Hospital of JFCR, 3-8-31, Ariake, Koto, Tokyo, 135-8550, Japan
| | - Mayako Terao
- Department of Breast Oncology, Tokai University School of Medicine, 143 Shimokasuya, Isehara-shi, Kanagawa Prefecture, 259-1193, Japan
| | - Takuho Okamura
- Department of Breast Oncology, Tokai University School of Medicine, 143 Shimokasuya, Isehara-shi, Kanagawa Prefecture, 259-1193, Japan
| | - Nobue Kumaki
- Department of Pathology, Tokai University School of Medicine, 143 Shimokasuya, Isehara-shi, Kanagawa Prefecture, 259-1193, Japan
| | - Katsuto Hozumi
- Department of Immunology, Tokai University School of Medicine, 143 Shimokasuya, Isehara-shi, Kanagawa Prefecture, 259-1193, Japan
| | - Takayuki Iwamoto
- Kawasaki Medical School Hospital, Breast and Thyroid Surgery, 577 Matsushima, Kurashiki-shi, Okayama Prefecture, 701-0192, Japan
| | - Chikako Honda
- Department of General Surgical Science, Gunma University Graduate School of Medicine, 39-22, Showa-Machi 3-Chome, Maebashi-shi, Gunma Prefecture, 371-8511, Japan
| | - Sasagu Kurozumi
- Department of Breast Surgery, International University of Health and Welfare, 4-3, Kozunomori, Narita-shi, Chiba Prefecture, 286-8686, Japan
| | - Jennifer K Richer
- Department of Pathology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Mailstop 8104, Aurora, CO, 80045, USA
| | - Naoki Niikura
- Department of Breast Oncology, Tokai University School of Medicine, 143 Shimokasuya, Isehara-shi, Kanagawa Prefecture, 259-1193, Japan
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Wu L, Chen M, Lin Y, Zeng B, Guo W, Chen L, Li Y, Yu L, Li J, Chen X, Zhang W, Li S, Cai W, Zhang K, Jin X, Huang J, Lin Q, Yang Y, Fu F, Wang C. Prognostic Value of Immunohistochemistry-based Subtyping Before and After Neoadjuvant Chemotherapy in Patients with Triple-negative Breast Cancer. Am J Surg Pathol 2024; 48:27-35. [PMID: 38117286 DOI: 10.1097/pas.0000000000002139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2023]
Abstract
To assess the predictive and prognostic value of a subtyping method based on immunohistochemistry in patients with triple-negative breast cancer (TNBC) treated with neoadjuvant chemotherapy (NAC). This study included patients with TNBC treated with anthracycline- and taxane-based NAC and curative surgery. Immunohistochemical (IHC) subtyping was performed using core needle biopsy specimens before NAC (pre-NAC) and residual tumors after NAC (post-NAC). Logistic regression was performed to identify predictive biomarkers of pathological complete response (pCR). Invasive disease-free survival (iDFS), distant disease-free survival (DDFS), and overall survival (OS) were assessed using the log-rank test and Cox proportional hazards regression. A total of 230 patients were followed up for a median of 59 months. Clinical lymph node status and the pre-NAC subtype were independent predictors of pCR (P=0.006 and 0.005, respectively). The pre-NAC subtype was an independent prognostic factor for long-term survival (iDFS: P < 0.001, DDFS: P=0.010, and OS: P=0.044). Among patients with residual disease (RD) after NAC, approximately 45% of tumors changed their IHC subtype. Furthermore, the post-NAC subtype, but not the pre-NAC subtype, was strongly associated with the survival of patients with RD (iDFS: P < 0.001, DDFS: P=0.005, and OS: P=0.006). The IHC subtype predicted response to NAC and long-term survival in patients with early TNBC. In patients with RD, almost 45% of the tumors changed subtype after NAC. The IHC subtype should be considered when planning additional therapies pre- and post-NAC.
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15
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Carvalho FM. Triple-negative breast cancer: from none to multiple therapeutic targets in two decades. Front Oncol 2023; 13:1244781. [PMID: 38023167 PMCID: PMC10666917 DOI: 10.3389/fonc.2023.1244781] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 10/24/2023] [Indexed: 12/01/2023] Open
Abstract
Triple-negative breast cancers (TNBCs) are more likely to occur in younger patients and have a poor prognosis. They are highly heterogeneous tumors consisting of different molecular subtypes. The only common characteristic among them is the absence of targets for endocrine therapy and human epidermal growth factor receptor 2 (HER2) blockade. In the past two decades, there has been an increased understanding of these tumors from a molecular perspective, leading to their stratification according to new therapeutic strategies. TNBC has ushered breast carcinomas into the era of immunotherapy. The higher frequency of germline BRCA mutations in these tumors enables targeting this repair defect by drugs like PARP inhibitors, resulting in synthetic lethality in neoplastic cells. Additionally, we have the identification of new molecules to which this generation of smart drugs, such as antibody-drug conjugates (ADCs), are directed. In this review, we will discuss the trajectory of this knowledge in a systematic manner, presenting the molecular bases, therapeutic possibilities, and biomarkers.
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Affiliation(s)
- Filomena Marino Carvalho
- Department of Pathology, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
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16
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Sanuki F, Mikami Y, Nishimura H, Fujita Y, Monobe Y, Nomura T, Taira N, Moriya T. Immunohistological analysis of B7-H4, IDO1, and PD-L1 expression and tumor immune microenvironment based on triple-negative breast cancer subtypes. Breast Cancer 2023; 30:1041-1053. [PMID: 37642903 DOI: 10.1007/s12282-023-01498-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Accepted: 08/16/2023] [Indexed: 08/31/2023]
Abstract
BACKGROUND B7 homolog 4 (B7-H4) and indoleamine 2,3-dioxygenase (IDO1) are factors involved in the inhibition of antitumor activity and are new therapeutic targets for immune checkpoint therapy. Our study aimed to simultaneously investigate the interrelationship among B7-H4, IDO1 and programmed cell death ligand 1 (PD-L1) expression in triple-negative breast cancer (TNBC), including tumor immune microenvironment (TIME) and TNBC subtypes. METHODS Immunostaining for PD-L1, B7-H4, and IDO1 was performed on whole-slide sections of 119 cases of TNBC. The TIME was evaluated based on stromal tumor infiltrating lymphocytes (sTILs; %), pattern classification of TILs, tumor-stroma ratio (TSR), and tertiary lymphoid structure (TLS). TNBC subtypes were also determined by immunohistochemistry analysis of cytokeratin 5/6 and androgen receptor (AR) expression. RESULTS B7-H4 expression was significantly higher in cases with a combined positive score cutoff of 5 for PD-L1 (clone 28-8; p = 0.021), inflamed TIL pattern (p = 0.007), and TLS ≥ 4 (p = 0.006). B7-H4 expression was higher in case of CK5/6 ≥ 10 (p = 0.035). The H-scores of AR and B7-H4 were inversely correlated (ρ = - 0.509, p < 0.001). B7-H4 and IDO1 expression levels were inversely correlated in cases with AR < 10 (ρ = - 0.354, p < 0.001). CONCLUSIONS These results suggest that considering the TIL pattern and TLS and identifying the expression of PD-L1 and the basal-like type are useful for estimating B7-H4 expression. In addition, luminal androgen receptor (LAR)-type is frequently deficient in B7-H4 expression. In non-LAR types, B7-H4 and IDO1 expression are exclusive.
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Affiliation(s)
- Fumiaki Sanuki
- Department of Pathology, Kawasaki Medical School, 577 Matsushima, Kurashiki, 701-0192, Japan
| | - Yuka Mikami
- Department of Pathology, Kawasaki Medical School, 577 Matsushima, Kurashiki, 701-0192, Japan
| | - Hirotake Nishimura
- Department of Pathology, Kawasaki Medical School, 577 Matsushima, Kurashiki, 701-0192, Japan
| | - Yoshinori Fujita
- Department of Pathology, Kawasaki Medical School, 577 Matsushima, Kurashiki, 701-0192, Japan
| | - Yasumasa Monobe
- Department of Pathology, Kawasaki Medical School General Medical Center, Okayama, Japan
| | - Tsunehisa Nomura
- Department of Breast and Thyroid Surgery, Kawasaki Medical School, Kurashiki, Japan
| | - Naruto Taira
- Department of Breast and Thyroid Surgery, Kawasaki Medical School, Kurashiki, Japan
| | - Takuya Moriya
- Department of Pathology, Kawasaki Medical School, 577 Matsushima, Kurashiki, 701-0192, Japan.
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17
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Pan C, Xu A, Ma X, Yao Y, Zhao Y, Wang C, Chen C. Research progress of Claudin-low breast cancer. Front Oncol 2023; 13:1226118. [PMID: 37904877 PMCID: PMC10613467 DOI: 10.3389/fonc.2023.1226118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Accepted: 09/26/2023] [Indexed: 11/01/2023] Open
Abstract
Claudin-low breast cancer (CLBC) is a subgroup of breast cancer discovered at the molecular level in 2007. Claudin is one of the primary proteins that make up tight junctions, and it plays crucial roles in anti-inflammatory and antitumor responses as well as the maintenance of water and electrolyte balance. Decreased expression of claudin results in the disruption of tight junction structures and the activation of downstream signaling pathways, which can lead to tumor formation. The origin of Claudin-low breast cancer is still in dispute. Claudin-low breast cancer is characterized by low expression of Claudin3, 4, 7, E-cadherin, and HER2 and high expression of Vimentin, Snai 1/2, Twist 1/2, Zeb 1/2, and ALDH1, as well as stem cell characteristics. The clinical onset of claudin-low breast cancer is at menopause age, and its histological grade is higher. This subtype of breast cancer is more likely to spread to lymph nodes than other subtypes. Claudin-low breast cancer is frequently accompanied by increased invasiveness and a poor prognosis. According to a clinical retrospective analysis, claudin-low breast cancer can achieve low pathological complete remission. At present, although several therapeutic targets of claudin-low breast cancer have been identified, the effective treatment remains in basic research stages, and no animal studies or clinical trials have been designed. The origin, molecular biological characteristics, pathological characteristics, treatment, and prognosis of CLBC are extensively discussed in this article. This will contribute to a comprehensive understanding of CLBC and serve as the foundation for the individualization of breast cancer treatment.
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Affiliation(s)
- Chenglong Pan
- Department of Pathology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Kunming Medical University, Kunming, Yunnan, China
| | - Anqi Xu
- Kunming Medical University, Kunming, Yunnan, China
- Department of Anesthesia, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Xiaoling Ma
- Department of Pathology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Kunming Medical University, Kunming, Yunnan, China
| | - Yanfei Yao
- Department of Pathology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Kunming Medical University, Kunming, Yunnan, China
| | - Youmei Zhao
- Department of Pathology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Kunming Medical University, Kunming, Yunnan, China
| | - Chunyan Wang
- Department of Pathology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Ceshi Chen
- Academy of Biomedical Engineering, Kunming Medical University, Kunming, Yunnan, China
- The Third Affiliated Hospital, Kunming Medical University, Kunming, Yunnan, China
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Kvokačková B, Fedr R, Kužílková D, Stuchlý J, Vávrová A, Navrátil J, Fabian P, Ondruššek R, Ovesná P, Remšík J, Bouchal J, Kalina T, Souček K. Single-cell protein profiling defines cell populations associated with triple-negative breast cancer aggressiveness. Mol Oncol 2023; 17:1024-1040. [PMID: 36550781 PMCID: PMC10257414 DOI: 10.1002/1878-0261.13365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 11/22/2022] [Accepted: 12/21/2022] [Indexed: 12/24/2022] Open
Abstract
Triple-negative breast cancer (TNBC) is an aggressive and complex subtype of breast cancer that lacks targeted therapy. TNBC manifests characteristic, extensive intratumoral heterogeneity that promotes disease progression and influences drug response. Single-cell techniques in combination with next-generation computation provide an unprecedented opportunity to identify molecular events with therapeutic potential. Here, we describe the generation of a comprehensive mass cytometry panel for multiparametric detection of 23 phenotypic markers and 13 signaling molecules. This single-cell proteomic approach allowed us to explore the landscape of TNBC heterogeneity, with particular emphasis on the tumor microenvironment. We prospectively profiled freshly resected tumors from 26 TNBC patients. These tumors contained phenotypically distinct subpopulations of cancer and stromal cells that were associated with the patient's clinical status at the time of surgery. We further classified the epithelial-mesenchymal plasticity of tumor cells, and molecularly defined phenotypically diverse populations of tumor-associated stroma. Furthermore, in a retrospective tissue-microarray TNBC cohort, we showed that the level of CD97 at the time of surgery has prognostic potential.
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Affiliation(s)
- Barbora Kvokačková
- Department of CytokineticsInstitute of Biophysics of the Czech Academy of SciencesBrnoCzech Republic
- International Clinical Research CenterSt. Anne's University HospitalBrnoCzech Republic
- Department of Experimental Biology, Faculty of ScienceMasaryk UniversityBrnoCzech Republic
| | - Radek Fedr
- Department of CytokineticsInstitute of Biophysics of the Czech Academy of SciencesBrnoCzech Republic
- International Clinical Research CenterSt. Anne's University HospitalBrnoCzech Republic
| | - Daniela Kužílková
- Childhood Leukaemia Investigation PragueCzech Republic
- Department of Pediatric Haematology and Oncology, 2nd Faculty of MedicineCharles University Prague and University Hospital MotolCzech Republic
| | - Jan Stuchlý
- Childhood Leukaemia Investigation PragueCzech Republic
- Department of Pediatric Haematology and Oncology, 2nd Faculty of MedicineCharles University Prague and University Hospital MotolCzech Republic
| | - Adéla Vávrová
- Childhood Leukaemia Investigation PragueCzech Republic
- Faculty of ScienceCharles University PragueCzech Republic
| | - Jiří Navrátil
- Department of Comprehensive Cancer CareMasaryk Memorial Cancer InstituteBrnoCzech Republic
| | - Pavel Fabian
- Department of Oncological PathologyMasaryk Memorial Cancer InstituteBrnoCzech Republic
| | - Róbert Ondruššek
- Department of Clinical and Molecular Pathology, Institute of Molecular and Translational Medicine, Faculty of Medicine and DentistryPalacký University and University HospitalOlomoucCzech Republic
- Department of PathologyEUC Laboratoře CGB a.s.OstravaCzech Republic
| | - Petra Ovesná
- Institute of Biostatistics and Analyses, Faculty of MedicineMasaryk UniversityBrnoCzech Republic
| | - Ján Remšík
- Human Oncology and Pathogenesis ProgramMemorial Sloan Kettering Cancer CenterNew York CityNYUSA
| | - Jan Bouchal
- Department of Clinical and Molecular Pathology, Institute of Molecular and Translational Medicine, Faculty of Medicine and DentistryPalacký University and University HospitalOlomoucCzech Republic
| | - Tomáš Kalina
- Childhood Leukaemia Investigation PragueCzech Republic
- Department of Pediatric Haematology and Oncology, 2nd Faculty of MedicineCharles University Prague and University Hospital MotolCzech Republic
| | - Karel Souček
- Department of CytokineticsInstitute of Biophysics of the Czech Academy of SciencesBrnoCzech Republic
- International Clinical Research CenterSt. Anne's University HospitalBrnoCzech Republic
- Department of Experimental Biology, Faculty of ScienceMasaryk UniversityBrnoCzech Republic
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19
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Leeha M, Kanokwiroon K, Laohawiriyakamol S, Thongsuksai P. Immunohistochemistry-based molecular subtyping of triple-negative breast cancer and its prognostic significance. Pathol Oncol Res 2023; 29:1611162. [PMID: 37274773 PMCID: PMC10235452 DOI: 10.3389/pore.2023.1611162] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 05/11/2023] [Indexed: 06/07/2023]
Abstract
Background: Immunohistochemistry (IHC)-based protein markers representing molecular subtypes are of great value for routine use. This study aimed to evaluate the frequency distributions of the molecular subtypes of triple-negative breast cancer (TNBC) using IHC-based surrogate markers and examined their prognostic value. Methods: Patients with TNBC treated at a university hospital in Southern Thailand were included in this study. Expression levels of androgen receptor, CD8, Forkhead box transcription factor C1, and Doublecortin-like kinase 1 were detected in tumor tissue to classify them into luminal androgen receptor (LAR), immunomodulatory (IM), basal-like immunosuppressed (BLIS), mesenchymal-like (MES), and unclassifiable (UC) subtypes. The association between variables and disease-free survival (DFS) and overall survival (OS) was analyzed using Cox proportional hazards regression. Results: Among the 195 cases of TNBC, the frequency distribution of the IHC-based subtype was as follows: BLIS, 52.8%; LAR, 19.0%; IM, 17.4%; MES, 0.5%; and un-classifiable, 10.3%. BLIS subtype was significantly found in younger ages (mean: 49.6 years) than other subtypes (mean: 51-57.7 years). LAR and BLIS subtypes were significantly associated with poorer OS compared to the IM subtype in univariate analysis, however, only BLIS was significant in multivariate analysis (HR: 3.29, 95% CI: 1.01-10.72). IHC-based subtype was not found to be associated with DFS. Conclusion: This study revealed the differences in the proportion frequency of IHC-based TNBC subtypes in Thai patients compared to other populations. IHC-based molecular subtyping may be beneficial for prognosis. However further refinement of the molecular classification of TNBC is needed for better clinical relevance.
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Affiliation(s)
- Marisa Leeha
- Department of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Kanyanatt Kanokwiroon
- Department of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Suphawat Laohawiriyakamol
- Department of Surgery, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Paramee Thongsuksai
- Department of Pathology, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
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20
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Triple-Negative Apocrine Carcinomas: Toward a Unified Group With Shared Molecular Features and Clinical Behavior. Mod Pathol 2023; 36:100125. [PMID: 36870308 DOI: 10.1016/j.modpat.2023.100125] [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: 12/19/2022] [Accepted: 01/27/2023] [Indexed: 02/09/2023]
Abstract
Triple-negative apocrine carcinomas (TNACs) are rare breast tumors with limited studies evaluating their molecular characteristics and clinical behavior. We performed a histologic, immunohistochemical, genetic, and clinicopathologic assessment of 42 invasive TNACs (1 with a focal spindle cell component) from 41 patients, 2 pure apocrine ductal carcinomas in situ (A-DCIS), and 1 A-DCIS associated with spindle cell metaplastic carcinoma (SCMBC). All TNACs had characteristic apocrine morphology and expressed androgen receptor (42/42), gross cystic disease fluid protein 15 (24/24), and CK5/6 (16/16). GATA3 was positive in most cases (16/18, 89%), and SOX10 was negative (0/22). TRPS1 was weakly expressed in a minority of tumors (3/14, 21%). Most TNACs had low Ki67 proliferation (≤10% in 67%, 26/39), with a median index of 10%. Levels of tumor infiltrating lymphocytes were low (≤10% in 93%, 39/42, and 15% in 7%, 3/42). Eighteen percent of TNACs presented with axillary nodal metastasis (7/38). No patients treated with neoadjuvant chemotherapy achieved pathologic complete response (0%, 0/10). Nearly all patients with TNAC (97%, n = 32) were without evidence of disease at the time of study (mean follow-up of 62 months). Seventeen invasive TNACs and 10 A-DCIS (7 with paired invasive TNAC) were profiled by targeted capture-based next-generation DNA sequencing. Pathogenic mutations in phosphatidylinositol 3-kinase pathway genes PIK3CA (53%) and/or PIK3R1 (53%) were identified in all TNACs (100%), including 4 (24%) with comutated PTEN. Ras-MAPK pathway genes, including NF1 (24%), and TP53 were mutated in 6 tumors each (35%). All A-DCIS shared mutations, such as phosphatidylinositol 3-kinase aberrations and copy number alterations with paired invasive TNACs or SCMBC, and a subset of invasive carcinomas showed additional mutations in tumor suppressors (NF1, TP53, ARID2, and CDKN2A). Divergent genetic profiles between A-DCIS and invasive carcinoma were identified in 1 case. In summary, our findings support TNAC as a morphologically, immunohistochemically, and genetically homogeneous subgroup of triple-negative breast carcinomas and suggest overall favorable clinical behavior.
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21
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Hanamura T, Kitano S, Kagamu H, Yamashita M, Terao M, Okamura T, Kumaki N, Hozumi K, Iwamoto T, Honda C, Kurozumi S, Niikura N. Expression of hormone receptors is associated with specific immunological profiles of the breast cancer microenvironment. Breast Cancer Res 2023; 25:13. [PMID: 36721218 PMCID: PMC9887885 DOI: 10.1186/s13058-023-01606-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 01/17/2023] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Elucidating the unique immunoregulatory mechanisms in breast cancer microenvironment may help develop new therapeutic strategies. Some studies have suggested that hormone receptors also have immune regulatory functions, but their mechanisms are not fully understood. In this study, we have comprehensively analyzed the relationship between the expressions of estrogen (ER), progesterone (PgR), and androgen receptors (AR), and the immunological profile in breast cancer. METHODS Using publicly available gene expression profile datasets, METABRIC and SCAN-B, the associations between the expressions of hormone receptors and the immune cell compositions in breast cancer tissue, estimated by CIBERSORTx algorithm, were analyzed. We histologically evaluated tumor-infiltrating lymphocytes (hTIL), PD-L1 (hPD-L1) expression, and the infiltration of 11 types of immune cells by flow cytometry (FCM) for 45 breast cancer tissue samples. The relationships between them and the expressions of ER, PgR, and AR of tumor tissues, evaluated immunohistochemically, were analyzed. RESULTS Expressions of ESR1, PGR, and AR were negatively correlated with overall immune composition. Expressions of ER and AR, but not that of PgR, were inversely associated with hTIL and hPD-L1 expression. FCM analysis showed that the expressions of ER and AR, but not that of PgR, were associated with decreased total leukocyte infiltration. Both CIBERSORTx and FCM analysis showed that ER expression was associated with reduced infiltration of macrophages and CD4+ T cells and that of AR with reduced macrophage infiltration. CONCLUSION Hormone receptor expression correlates with specific immunological profiles in the breast cancer microenvironment both at the gene and protein expression levels.
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Affiliation(s)
- Toru Hanamura
- Department of Breast Oncology, Tokai University School of Medicine, 143 Shimokasuya, Isehara-shi, Kanagawa Prefecture, 259-1193, Japan
| | - Shigehisa Kitano
- Division of Cancer Immunotherapy Development, Center for Advanced Medical Development, The Cancer Institute Hospital of JFCR, 3-8-31, Ariake, Koto, Tokyo, 135-8550, Japan
| | - Hiroshi Kagamu
- Division of Respiratory Medicine, Saitama Medical University International Medical Center, 1397-1, Yamane, Hidaka-shi, Saitama Prefecture, 350-1298, Japan
| | - Makiko Yamashita
- Division of Cancer Immunotherapy Development, Center for Advanced Medical Development, The Cancer Institute Hospital of JFCR, 3-8-31, Ariake, Koto, Tokyo, 135-8550, Japan
| | - Mayako Terao
- Department of Breast Oncology, Tokai University School of Medicine, 143 Shimokasuya, Isehara-shi, Kanagawa Prefecture, 259-1193, Japan
| | - Takuho Okamura
- Department of Breast Oncology, Tokai University School of Medicine, 143 Shimokasuya, Isehara-shi, Kanagawa Prefecture, 259-1193, Japan
| | - Nobue Kumaki
- Department of Pathology, School of Medicine, Tokai University, 143 Shimokasuya, Isehara-shi, Kanagawa Prefecture, 259-1193, Japan
| | - Katsuto Hozumi
- Department of Immunology, Tokai University School of Medicine, 143 Shimokasuya, Isehara-Shi, Kanagawa Prefecture, 259-1193, Japan
| | - Takayuki Iwamoto
- Breast and Endocrine Surgery, Okayama University Hospital, 2-5-1 Shikata-cho, Kitaku, Okayama Prefecture, 700-8558, Japan
| | - Chikako Honda
- Department of General Surgical Science, Gunma University Graduate School of Medicine, 39-22, Showa-machi 3-chome, Maebashi-shi, Gunma Prefecture, 371-8511, Japan
| | - Sasagu Kurozumi
- Department of Breast Surgery, International University of Health and Welfare, 4-3, Kozunomori, Narita-shi, Chiba Prefecture, 286-8686, Japan
| | - Naoki Niikura
- Department of Breast Oncology, Tokai University School of Medicine, 143 Shimokasuya, Isehara-shi, Kanagawa Prefecture, 259-1193, Japan.
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22
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Tsang JY, Tse GM. Update on triple-negative breast cancers - highlighting subtyping update and treatment implication. Histopathology 2023; 82:17-35. [PMID: 36468263 DOI: 10.1111/his.14784] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 08/14/2022] [Accepted: 08/19/2022] [Indexed: 12/12/2022]
Abstract
Triple-negative breast cancer (TNBC) remains a major challenge in breast cancer management. Continuing research in the past years aimed at understanding the biology of this tumour and developing more effective therapeutic options. It is now clear that TNBC is vastly heterogeneous with diverse histological, molecular, immunological profiles and clinical differences. Current evidence suggested the existence of at least four predominant subtypes based on expression profiling across studies. These subtypes exhibited specific genomic alterations and tumour microenvironment. Subtype-specific therapeutic strategies were identified. Recognising these subtypes allows not only an improved prognostication but also a better treatment decision. Herein, we provide an overview of the recent findings on TNBC heterogeneity at different levels and corresponding subtyping. The characteristic of subtypes and the implication of these subtypings in therapeutic approaches are also discussed.
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Affiliation(s)
- Julia Y Tsang
- Department of Anatomical and Cellular Pathology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Gary M Tse
- Department of Anatomical and Cellular Pathology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong
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23
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Vtorushin S, Dulesova A, Krakhmal N. Luminal androgen receptor (LAR) subtype of triple-negative breast cancer: molecular, morphological, and clinical features. J Zhejiang Univ Sci B 2022; 23:617-624. [PMID: 35953756 DOI: 10.1631/jzus.b2200113] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
According to the classification presented by Lehmann BD (2016), triple-negative breast cancer (TNBC) is a heterogeneous group of malignant tumors with four specific subtypes: basal-like (subtype 1 and subtype 2), mesenchymal, and luminal androgen receptor (LAR) subtypes. The basal-like subtypes of carcinomas predominate in this group, accounting for up to 80% of all cases. Despite the significantly lower proportions of mesenchymal and LAR variants in the group of breast carcinomas with a TNBC profile, such tumors are characterized by aggressive biological behavior. To this end, the LAR subtype is of particular interest, since the literature on such tumors presents different and even contradictory data concerning the disease course and prognosis. This review is devoted to the analysis of the relevant literature, reflecting the main results of studies on the molecular properties and clinical features of the disease course of LAR-type TNBC carcinomas.
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Affiliation(s)
- Sergey Vtorushin
- Department of Pathology, Siberian State Medical University Ministry of Health of Russia, Tomsk 634050, Russia.,Department of General and Molecular Pathology, Cancer Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, Tomsk 634009, Russia
| | - Anastasia Dulesova
- Department of Pathology, Republican Clinical Oncological Dispensary Ministry of Health, Tatarstan Republic, Kazan 420029, Russia
| | - Nadezhda Krakhmal
- Department of Pathology, Siberian State Medical University Ministry of Health of Russia, Tomsk 634050, Russia. .,Department of General and Molecular Pathology, Cancer Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, Tomsk 634009, Russia.
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24
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HER2-low breast cancer shows a lower immune response compared to HER2-negative cases. Sci Rep 2022; 12:12974. [PMID: 35902644 PMCID: PMC9334272 DOI: 10.1038/s41598-022-16898-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 07/18/2022] [Indexed: 12/14/2022] Open
Abstract
Currently, the human epidermal growth factor receptor 2 (HER2) status of breast cancer is classified dichotomously as negative or positive to select patients for HER2-targeted therapy. However, with the introduction of novel treatment options, it is important to get more insight in the biology of cancers with low HER2 expression. Therefore, we studied several clinicopathologic characteristics in relation to the level of HER2 expression (HER2- versus HER2low). We used a well-documented cohort of breast cancer patients (n = 529), with available tissue microarrays and Affymetrix mRNA expression data. HER2 status was scored as negative (immunohistochemistry 0) or low (immunohistochemistry 1 + or 2 + without amplification). We associated HER2 status with several clinicopathologic characteristics, gene-expression data and survival, stratified for estrogen receptor (ER) status. Overall, breast cancers were scored as HER2- (n = 429) or HER2low (n = 100). Within the ER+ cohort (n = 305), no significant associations were found between the HER2 groups and clinicopathologic features. However, HER2low tumors showed several differentially expressed genes compared to HER2- cases, including genes that are associated with worse outcome and depletion of immunity. In ER- cases (n = 224), HER2low status was significantly associated with increased regional nodal positivity, lower density of tumor infiltrating lymphocyte and a lower protein expression of Ki-67 and EGFR compared to HER2- cases. After multivariate analysis, only density of tumor infiltrating lymphocytes remained significantly associated with HER2low status (P = 0.035). No difference in survival was observed between HER2low and HER2- patients, neither in the ER+ nor ER- cohort. In conclusion, our data suggests that HER2low breast cancer is associated with a lower immune response compared to HER2- breast cancer.
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25
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Kim NI, Park MH, Cho N, Lee JS. Comparison of the Clinicopathologic Features and T-Cell Infiltration of B7-H3 and B7-H4 Expression in Triple-negative Breast Cancer Subtypes. Appl Immunohistochem Mol Morphol 2022; 30:246-256. [PMID: 35384874 PMCID: PMC8989634 DOI: 10.1097/pai.0000000000001001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 11/11/2021] [Indexed: 11/26/2022]
Abstract
Previously we revealed an upregulated expression of B7-H3 and B7-H4 mRNA and protein in breast cancer, including triple-negative breast cancer (TNBC). However, little is known regarding the clinical impact and value of B7-H3 and B7-H4 in TNBC subtypes. Thus, this study evaluated the clinicopathologic effects of B7-H3 and B7-H4 mRNA and protein expression according to the TNBC subtypes. RNAscope in situ hybridization and immunohistochemistry of B7-H3 and B7-H4 was done for 186 TNBC samples using tissue microarray. Immunohistochemistry was also performed for TNBC molecular subtype-surrogate markers, CD3, and CD8. TNBCs were classified into basal-like (BL) (64.5%), luminal androgen receptor (10.8%), and unclassifiable (24.7%) subtypes. Tumor B7-H4 mRNA expression was associated with younger age at the initial diagnosis and with molecular TNBC subtypes. Expression of B7-H3 mRNA and protein in the tumor cells was negatively correlated with CD3+ and CD8+ T-cell infiltration density in the tumor and/or stromal region of TNBCs and their subtypes. High stromal B7-H3 mRNA expression was associated with poor disease-free and overall survival in the TNBCs and with overall survival in the unclassifiable subtype. Stromal B7-H3 mRNA expression was independently associated with overall survival and disease-free survival in the TNBCs and BL subtype, respectively. Our results indicate the importance of the stromal expression of B7-H3 mRNA as a prognostic factor in the TNBCs and BL subtype. The inverse relationship between B7-H3 expression and CD3+ and CD8+ T-lymphocyte infiltration represents a promising target for immunotherapy for the TNBCs, especially the BL subtype.
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Affiliation(s)
| | - Min Ho Park
- Surgery, Chonnam National University Medical School
| | - NamKi Cho
- College of Pharmacy, Chonnam National University, Gwangju, South Korea
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26
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Triple-Negative Apocrine Breast Carcinoma Has Better Prognosis despite Poor Response to Neoadjuvant Chemotherapy. J Clin Med 2022; 11:jcm11061607. [PMID: 35329934 PMCID: PMC8949126 DOI: 10.3390/jcm11061607] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 02/25/2022] [Accepted: 03/09/2022] [Indexed: 01/13/2023] Open
Abstract
Apocrine carcinoma is a rare subtype of invasive ductal breast cancer that shows apocrine differentiation and largely triple-negative immunohistology. Triple-negative breast cancers are known to have more aggressive clinical courses. However, unlike most other subtypes, it is reported that triple-negative apocrine carcinoma (TNAC) has a better prognosis. Due to the scarcity of reported studies, our knowledge regarding its clinical behavior, prognosis and response to therapy is very limited. In this study, we retrospectively retrieved 41 triple-negative apocrine carcinoma cases from our breast cancer database, with an average follow-up of 32.8 months. It was found that TNAC had a poorer response to neoadjuvant therapy but a better prognosis than other nonapocrine types of triple-negative breast cancer. Meanwhile, TNAC has a low proliferative nature, as indicated by its low Ki-67 index. An updated analysis of the Surveillance, Epidemiology, and End Results database showed that chemotherapy did not improve breast-cancer-specific survival in TNAC patients. Our results suggest that TNAC is a special subtype of triple-negative breast cancer with a better short-term prognosis despite poor response to neoadjuvant chemotherapy.
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27
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Yoo TK, Kang J, Lee A, Chae BJ. A triple-negative breast cancer surrogate subtype classification that correlates with gene expression subtypes. Breast Cancer Res Treat 2022; 191:599-610. [PMID: 35018542 DOI: 10.1007/s10549-021-06437-8] [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: 08/18/2021] [Accepted: 10/25/2021] [Indexed: 11/02/2022]
Abstract
BACKGROUND This study developed a triple-negative breast cancer (TNBC) surrogate subtype classification that represents TNBC subtypes based on the Vanderbilt subtype classification. METHODS Patients who underwent primary curative surgery for TNBC were included. Representative FFPE blocks were used for gene expression analysis and tissue microarray construction for immunohistochemical (IHC) staining. The Vanderbilt subtypes were re-classified into four groups: basal-like (BL), mesenchymal-like (M), immunomodulatory (IM) and luminal androgen receptor (LAR) subtype. Classification and regression tree (CART) modeling was applied to develop a surrogate subtype classification. RESULTS A total of 145 patients were included. The study cohort was allocated to the Vanderbilt 4 subtypes as LAR (n = 22, 15.2%), IM (n = 32, 22.1%), M (n = 38, 26.2%), BL (n = 25, 17.2%) and unclassified (n = 28, 19.3%). After excluding nine (6.2%) patients due to poor IHC staining quality, CART modeling was performed. TNBC surrogate subtypes were defined as follows: LAR subtype, androgen receptor Allred score 8; IM subtype, LAR-negative with a tumor-infiltrating lymphocyte (TIL) score > 70%; M subtype, LAR-negative with a TIL score < 20%; BL subtype, LAR-negative with a TIL score 20-70% and diffuse, strong p16 staining. The study cohort was classified by the surrogate subtypes as LAR (n = 26, 17.9%), IM (n = 21, 14.5%), M (n = 44, 30.3%), BL1 (n = 27, 18.6%) and unclassified (n = 18, 12.4%). Surrogate subtypes predicted TNBC Vanderbilt 4 subtypes with an accuracy of 0.708. CONCLUSION We have developed a TNBC surrogate subtype classification that correlates with the Vanderbilt subtype. It is a practical and accessible diagnostic test that can be easily applied in clinical practice.
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Affiliation(s)
- Tae-Kyung Yoo
- Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222 Banpo-Daero, Seocho-Gu, Seoul, 06591, Republic of Korea.,Cancer Research Institute, College of Medicine, The Catholic University of Korea, 222 Banpo-Daero, Seocho-Gu, Seoul, 06591, Republic of Korea
| | - Jun Kang
- Department of Hospital Pathology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222 Banpo-Daero, Seocho-Gu, Seoul, 06591, Republic of Korea
| | - Awon Lee
- Department of Hospital Pathology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222 Banpo-Daero, Seocho-Gu, Seoul, 06591, Republic of Korea
| | - Byung Joo Chae
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University, 81 Irwon-Ro, Gangnam-Gu, Seoul, 06351, Republic of Korea.
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28
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Kumar S, Bhattacharyya S, Das A, Singh G, Bal A. In vitro effect of PIK3CA/mTOR inhibition in triple-negative breast cancer subtype cell lines. Breast Dis 2022; 41:241-247. [PMID: 35431224 DOI: 10.3233/bd-210066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
BACKGROUND Agents targeting the PI3K pathway in triple negative breast cancer did not show any significant efficacy so far mostly because of the complex nature of these targeted inhibitors. Targeting the cancer cells with the combination of inhibitors may help in decelerating the regulatory pathways further achieving optimum clinical benefit. In this study, we investigated the effect of PIK3CA and mTOR inhibition in-vitro in triple-negative breast cancer (TNBC) cell lines. OBJECTIVE AND METHODS Three TNBC cell lines; MDA MB231, MDA MB468, and MDA MB453 were subtyped using immunohistochemistry and were screened for hotspot mutations in PIK3CA and AKT1. All cell lines were treated with different concentrations of inhibitors; PI3K inhibitor (BKM 120), mTOR inhibitor (AZD 8055), and dual PI3K/mTOR inhibitor (BEZ 235), and cell viability was assessed by MTT (3-(4, 5-Dimethylthiazol-2-yl)-2, 5-Diphenyltetrazolium Bromide), Trypan blue and Annexin-V/PI Assays. RESULTS Using immunohistochemistry, TNBC cell lines were subtyped as; mesenchymal subtype-specific cell line (MDA MB231), basal subtype-specific cell line (MDA MD468), and Luminal androgen receptor (LAR) subtype-specific cell line (MDA MB453). PIK3CA hot spot mutation (p.H1047R) in exon 20 was identified in the Luminal androgen receptor subtype (MDA MB453 cells) cell line. Cell viability assays showed that the Mesenchymal subtype-specific cell line (MDA MB231) was the most resistant to all inhibitors and the Luminal Androgen subtype (MDA MB453 cells) cell line was more sensitive to BKM120 (PI3K inhibitor) inhibition compared to other subtypes. CONCLUSIONS This study identified that the Luminal androgen receptor subtype of triple-negative breast cancer with PIK3CA mutation may be targeted with PIK3CA inhibitors with a favorable outcome.
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Affiliation(s)
- Sandeep Kumar
- Department of Histopathology, Postgraduate Institute of Medical Education and Research (PGIMER), Sector-12, Chandigarh, India
| | - Shalmoli Bhattacharyya
- Department of Biophysics, Postgraduate Institute of Medical Education and Research (PGIMER), Sector-12, Chandigarh, India
| | - Ashim Das
- Department of Histopathology, Postgraduate Institute of Medical Education and Research (PGIMER), Sector-12, Chandigarh, India
| | - Gurpreet Singh
- Department of General Surgery, Postgraduate Institute of Medical Education and Research (PGIMER), Sector-12, Chandigarh, India
| | - Amanjit Bal
- Department of Histopathology, Postgraduate Institute of Medical Education and Research (PGIMER), Sector-12, Chandigarh, India
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29
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Abstract
CONTEXT.— Few studies have investigated the features of FOXC1 protein expression in invasive breast cancer subtypes as defined by immunohistochemistry (IHC)-based surrogate molecular classification. OBJECTIVE.— To investigate the diagnostic utility of the IHC-based FOXC1 test in breast cancer subtyping and to evaluate the correlation between FOXC1 expression and clinicopathologic parameters in triple-negative breast cancer (TNBC). DESIGN.— FOXC1 expression was evaluated with IHC in a large cohort of 2443 patients with breast cancer. Receiver operating characteristic (ROC) curves were used to assess the diagnostic ability of FOXC1 expression to predict the triple-negative phenotype and to identify the best cutoff value. FOXC1 expression was correlated with the clinicopathologic parameters of TNBC. RESULTS.— The expression rate of FOXC1 in TNBC was significantly higher than in other subtypes. The area under the ROC curve confirmed the high diagnostic value of FOXC1 for the prediction of the triple-negative phenotype. The cutoff value of 1% showed a maximized sum of sensitivity and specificity. In TNBC, FOXC1 expression was significantly associated with aggressive tumor phenotypes. Furthermore, FOXC1 expression was primarily observed in invasive breast carcinoma of no special type and metaplastic carcinoma but rarely in invasive carcinoma with apocrine differentiation. Correspondingly, FOXC1 expression was significantly associated with the expression of basal markers but was negatively correlated with apocrine-related markers in TNBC. CONCLUSIONS.— In conclusion, FOXC1 is a highly specific marker for the triple-negative phenotype. Moreover, immunohistochemical detection of FOXC1 expression can be used as an additional diagnostic tool for the triple-negative phenotype and subclassification in TNBC.
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Affiliation(s)
- Ming Li
- From the Department of Pathology, Fudan University Shanghai Cancer Center.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.,Institute of Pathology, Fudan University, Shanghai, China.,Li and Lv contributed equally to this work
| | - Hong Lv
- From the Department of Pathology, Fudan University Shanghai Cancer Center.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.,Institute of Pathology, Fudan University, Shanghai, China.,Li and Lv contributed equally to this work
| | - Siyuan Zhong
- From the Department of Pathology, Fudan University Shanghai Cancer Center.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.,Institute of Pathology, Fudan University, Shanghai, China
| | - Shuling Zhou
- From the Department of Pathology, Fudan University Shanghai Cancer Center.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.,Institute of Pathology, Fudan University, Shanghai, China
| | - Hongfen Lu
- From the Department of Pathology, Fudan University Shanghai Cancer Center.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.,Institute of Pathology, Fudan University, Shanghai, China
| | - Wentao Yang
- From the Department of Pathology, Fudan University Shanghai Cancer Center.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.,Institute of Pathology, Fudan University, Shanghai, China
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Ray T, Ryusaki T, Ray PS. Therapeutically Targeting Cancers That Overexpress FOXC1: A Transcriptional Driver of Cell Plasticity, Partial EMT, and Cancer Metastasis. Front Oncol 2021; 11:721959. [PMID: 34540690 PMCID: PMC8446626 DOI: 10.3389/fonc.2021.721959] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 07/15/2021] [Indexed: 12/28/2022] Open
Abstract
Metastasis accounts for more than 90% of cancer related mortality, thus the most pressing need in the field of oncology today is the ability to accurately predict future onset of metastatic disease, ideally at the time of initial diagnosis. As opposed to current practice, what would be desirable is that prognostic, biomarker-based detection of metastatic propensity and heightened risk of cancer recurrence be performed long before overt metastasis has set in. Without such timely information it will be impossible to formulate a rational therapeutic treatment plan to favorably alter the trajectory of disease progression. In order to help inform rational selection of targeted therapeutics, any recurrence/metastasis risk prediction strategy must occur with the paired identification of novel prognostic biomarkers and their underlying molecular regulatory mechanisms that help drive cancer recurrence/metastasis (i.e. recurrence biomarkers). Traditional clinical factors alone (such as TNM staging criteria) are no longer adequately prognostic for this purpose in the current molecular era. FOXC1 is a pivotal transcription factor that has been functionally implicated to drive cancer metastasis and has been demonstrated to be an independent predictor of heightened metastatic risk, at the time of initial diagnosis. In this review, we present our viewpoints on the master regulatory role that FOXC1 plays in mediating cancer stem cell traits that include cellular plasticity, partial EMT, treatment resistance, cancer invasion and cancer migration during cancer progression and metastasis. We also highlight potential therapeutic strategies to target cancers that are, or have evolved to become, “transcriptionally addicted” to FOXC1. The potential role of FOXC1 expression status in predicting the efficacy of these identified therapeutic approaches merits evaluation in clinical trials.
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Affiliation(s)
- Tania Ray
- R&D Division, Onconostic Technologies (OT), Inc., Champaign, IL, United States
| | | | - Partha S Ray
- R&D Division, Onconostic Technologies (OT), Inc., Champaign, IL, United States
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Carcinogenesis of Triple-Negative Breast Cancer and Sex Steroid Hormones. Cancers (Basel) 2021; 13:cancers13112588. [PMID: 34070471 PMCID: PMC8197527 DOI: 10.3390/cancers13112588] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Revised: 05/19/2021] [Accepted: 05/23/2021] [Indexed: 11/21/2022] Open
Abstract
Simple Summary Triple-negative breast cancer (TNBC) lacks all of three treatment targets (estrogen receptor-α, ER-α; progesterone receptor, PgR; and human epidermal growth factor receptor 2, HER2) and is usually associated with a poor clinical outcome; however, several sex steroid receptors, such as androgen receptor (AR), ER-β, and G-protein-coupled estrogen receptor, are frequently expressed and their biological and clinical importance has been suggested. Despite the structural similarity between sex steroid hormones (androgens and estrogens) or receptors (AR and ER-β), similar signaling mechanisms of these hormones, and the coexistence of these hormones and their receptors in TNBC in a clinical setting, most studies or reviews focused on only one of these receptors, and rarely reviewed them in a comprehensive way. In this review, the carcinogenic or pathobiological role of sex steroid hormones in TNBC is considered, focusing on common and differing features of hormone actions. Abstract Triple-negative breast cancer (TNBC) lacks an effective treatment target and is usually associated with a poor clinical outcome; however, hormone unresponsiveness, which is the most important biological characteristic of TNBC, only means the lack of nuclear estrogenic signaling through the classical estrogen receptor (ER), ER-α. Several sex steroid receptors other than ER-α: androgen receptor (AR), second ER, ER-β, and non-nuclear receptors represented by G-protein-coupled estrogen receptor (GPER), are frequently expressed in TNBC and their biological and clinical importance has been suggested by a large number of studies. Despite the structural similarity between each sex steroid hormone (androgens and estrogens) or each receptor (AR and ER-β), and similarity in the signaling mechanisms of these hormones, most studies or reviews focused on one of these receptors, and rarely reviewed them in a comprehensive way. Considering the coexistence of these hormones and their receptors in TNBC in a clinical setting, a comprehensive viewpoint would be important to correctly understand the association between the carcinogenic mechanism or pathobiology of TNBC and sex steroid hormones. In this review, the carcinogenic or pathobiological role of sex steroid hormones in TNBC is considered, focusing on the common and divergent features of the action of these hormones.
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Spectrum of PIK3CA/AKT mutations across molecular subtypes of triple-negative breast cancer. Breast Cancer Res Treat 2021; 187:625-633. [PMID: 33954864 DOI: 10.1007/s10549-021-06242-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 04/21/2021] [Indexed: 01/04/2023]
Abstract
PURPOSE The heterogeneity of triple-negative breast cancer (TNBC) confers variable response to chemotherapy that results in poor outcome and relapse. Due to lack of targeted therapy, there is a need to provide molecular classification of TNBC and identify probable therapeutic targets. METHODS We classified TNBC into surrogate molecular subtypes by immunohistochemistry and evaluated hotspot mutations (N = 80) in PIK3CA (exon 4, 9, and 20) and AKT1 (exon 2) in TNBC subtypes by Sanger sequencing. RESULTS TNBCs were classified into Basal-like 1(BL1) (n = 20, 25%), Mesenchymal (n = 19, 23.75%), Luminal Androgen (LAR) (n = 12, 15%), Basal+Mesenchymal (Mixed type) (n = 10, 12.5%), and unclassified subtype (n = 19, 23.75%). PIK3CA mutations were observed in 16.25% (13/80) TNBC cases. PIK3CA mutations were more frequent in exon 20 (8.7%) than in exon 9 (5%) and exon 4 (2.5%). PIK3CA mutations were frequent in LAR subtype (33.3%) followed by unclassified type (31.5%), Mesenchymal (10.5%), and BL1 (5%) subtypes. Two hotspot mutations were found in AKT1 (T21I, E17K) in mixed and unclassified subtype. CONCLUSIONS This study highlights the heterogeneity within TNBCs. Higher frequencies of PIK3CA mutations were noted in LAR subtypes and unclassified type, comparable to their incidence reported in literature in ER-positive tumors. The mutation status can be used as potential biomarker for PI3K inhibitors in TNBC subgroups.
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Vtorushin SV, Krakhmal NV, Zavyalova MV. [Triple-negative breast cancer. Modern molecular genetic concepts and their clinical significance]. Arkh Patol 2021; 83:46-51. [PMID: 33822554 DOI: 10.17116/patol20218302146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Triple negative breast cancer (BC) is a heterogeneous group of carcinomas that substantially differ in clinical, morphological, and molecular genetic characteristics, tumor response to chemotherapy, and prognosis. These features define triple negative BC today as a special clinical problem that has not yet been completely solved. The review is devoted to the description and systematization of the currently available literature data concerning molecular and genetic features and differences in a fairly significant group of breast carcinomas with a severe, aggressive course and an extremely poor prognosis. The review presents the existing molecular genetic classification of triple negative BC based on the results of studies conducted by M.D. Burstein (2015) and B.D. Lehmann (2016), which determines the presence of 4 tumor-specific subtypes: basal-like type (type 1 and type 2), mesenchymal, and luminal androgen receptor types. The paper reflects the main stages of transformation of the proposed classification over the past decade and an attempt has been make to describe the molecular characteristics of each subtype of these carcinomas.
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Affiliation(s)
- S V Vtorushin
- Siberian State Medical University of the Ministry of Health of Russia, Tomsk, Russia.,Cancer Research Institute of the Tomsk National Research Medical Center of the Russian Academy of Sciences, Tomsk, Russia
| | - N V Krakhmal
- Siberian State Medical University of the Ministry of Health of Russia, Tomsk, Russia
| | - M V Zavyalova
- Siberian State Medical University of the Ministry of Health of Russia, Tomsk, Russia.,Cancer Research Institute of the Tomsk National Research Medical Center of the Russian Academy of Sciences, Tomsk, Russia
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Brumec M, Sobočan M, Takač I, Arko D. Clinical Implications of Androgen-Positive Triple-Negative Breast Cancer. Cancers (Basel) 2021; 13:1642. [PMID: 33915941 PMCID: PMC8037213 DOI: 10.3390/cancers13071642] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 03/18/2021] [Accepted: 03/26/2021] [Indexed: 12/22/2022] Open
Abstract
This review summarizes the recent findings of a vast array of studies conducted on androgen receptor-positive triple-negative breast cancer (AR-positive TNBC) to provide a better understanding of this specific breast cancer subgroup. AR expression is correlated with higher age, lower histological grade, lower proliferation index Ki-67, spiculated masses, and calcifications on mammography. Studies investigating the correlation between AR expression and lymph node metastasis are highly discordant. In addition, results regarding prognosis are highly contradictory. AR antagonists are a promising novel therapeutic approach in AR-positive TNBC. However, AR signaling pathways should be more investigated in order to understand the influence of AR expression on TNBC more thoroughly.
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Affiliation(s)
- Maša Brumec
- Department of Obstetrics and Gynecology, Faculty of Medicine, University of Maribor, 2000 Maribor, Slovenia; (M.B.); (I.T.); (D.A.)
| | - Monika Sobočan
- Department of Obstetrics and Gynecology, Faculty of Medicine, University of Maribor, 2000 Maribor, Slovenia; (M.B.); (I.T.); (D.A.)
- Department of Pharmacology, Faculty of Medicine, University of Maribor, 2000 Maribor, Slovenia
- Divison of Gynecology and Perinatology, University Medical Centre Maribor, 2000 Maribor, Slovenia
| | - Iztok Takač
- Department of Obstetrics and Gynecology, Faculty of Medicine, University of Maribor, 2000 Maribor, Slovenia; (M.B.); (I.T.); (D.A.)
- Divison of Gynecology and Perinatology, University Medical Centre Maribor, 2000 Maribor, Slovenia
| | - Darja Arko
- Department of Obstetrics and Gynecology, Faculty of Medicine, University of Maribor, 2000 Maribor, Slovenia; (M.B.); (I.T.); (D.A.)
- Divison of Gynecology and Perinatology, University Medical Centre Maribor, 2000 Maribor, Slovenia
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Honma N, Ogata H, Yamada A, Matsuda Y, Kontani K, Miyashita M, Arai T, Sasaki E, Shibuya K, Mikami T, Sawaki M. Clinicopathological characteristics and prognostic marker of triple-negative breast cancer in older women. Hum Pathol 2021; 111:10-20. [PMID: 33548251 DOI: 10.1016/j.humpath.2021.01.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 01/21/2021] [Accepted: 01/25/2021] [Indexed: 12/11/2022]
Abstract
Triple-negative breast cancer (TNBC) lacks an effective treatment target and is usually treated with chemotherapy. Treatment of older patients with TNBC, however, should be decided carefully because of the side effects of chemotherapy in this population. Some forms of TNBC are associated with a favorable prognosis and do not require chemotherapy. To optimize the treatment of older patients with TNBC, it is important to know the clinicopathological characteristics and a prognostic marker. In this study, classic clinicopathological factors, immunohistochemical characteristics (androgen receptor [AR], cytokeratin 5/6 [CK5/6], epidermal growth factor receptor), tumor-infiltrating lymphocytes (TILs), and the clinical outcome based on the status of each biomarker were compared among a consecutive series of female patients with TNBC aged ≥75 years (n = 75) and among those aged 55-64 years matched for the pathological stage (n = 47) who underwent surgery without neoadjuvant therapy. TNBC with special histology (particularly apocrine carcinoma, pleomorphic invasive lobular carcinoma, and metaplastic carcinoma) was more frequent in the older group than in the younger group (35/75, 57% versus 11/47, 23%, P = 0.010). The AR positivity rate was higher in older patients than in younger patients, whereas TILs and CK5/6 exhibited the opposite results. In multivariate analyses, AR positivity was an independent predictor of a favorable outcome in older patients (lower recurrence rate), whereas the high level of TILs was favorable in younger patients (lower recurrence and mortality rates). AR positivity or apocrine morphology was frequent and predicts a favorable clinical outcome in older patients with TNBC, suggesting the importance of AR examination in this population.
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Affiliation(s)
- Naoko Honma
- Department of Pathology, Toho University Faculty of Medicine, Omori-Nishi 5-21-16, Ota-ku, Tokyo, 143-8540, Japan.
| | - Hideaki Ogata
- Department of Breast and Endocrine Surgery, Toho University Omori Medical Center, Omori-Nishi 6-11-1, Ota-ku, Tokyo, 143-8541, Japan
| | - Akimitsu Yamada
- Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Fukuura 3-9, Kanazawa-ku, Yokohama, 236-0004, Japan
| | - Yoko Matsuda
- Oncology Pathology, Department of Pathology and Host-Defense, Faculty of Medicine, Kagawa University, Ikenobe 1750-1, Miki-cho, Kita-gun, Kagawa, 761-0793, Japan
| | - Keiichi Kontani
- Department of Thoracic, Breast and Endocrine Surgery, Faculty of Medicine, Kagawa University, Ikenobe 1750-1, Miki-cho, Kita-gun, Kagawa, 761-0793, Japan
| | - Mika Miyashita
- Gerontological and Oncology Nursing, Graduate School of Biomedical and Health Sciences, Hiroshima University, Kasumi 1-2-3, Minami-ku, Hiroshima, 734-8553, Japan
| | - Tomio Arai
- Department of Pathology, Tokyo Metropolitan Geriatric Hospital, Sakaecho 35-2, Itabashi-ku, Tokyo, 173-0015, Japan
| | - Eiichi Sasaki
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center Hospital, Kanokoden 1-1, Chikusa-ku, Nagoya, 464-8681, Japan
| | - Kazutoshi Shibuya
- Department of Surgical Pathology, Toho University Faculty of Medicine, Omori-Nishi 5-21-16, Ota-ku, Tokyo, 143-8540, Japan
| | - Tetuo Mikami
- Department of Pathology, Toho University Faculty of Medicine, Omori-Nishi 5-21-16, Ota-ku, Tokyo, 143-8540, Japan
| | - Masataka Sawaki
- Department of Breast Oncology, Aichi Cancer Center Hospital, Kanokoden 1-1, Chikusa-ku, Nagoya, 464-8681, Japan
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Molecular Subtyping of Triple Negative Breast Cancer by Surrogate Immunohistochemistry Markers. Appl Immunohistochem Mol Morphol 2020; 29:251-257. [PMID: 33337632 DOI: 10.1097/pai.0000000000000897] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 11/11/2020] [Indexed: 11/27/2022]
Abstract
Triple negative breast cancer (TNBC) is a heterogeneous disease and an attempt was made to classify TNBCs into surrogate molecular subtypes using immunohistochemical markers. Tissue microarrays were constructed for 245 cases of TNBCs. For classification of TNBCs immunohistochemistry was done on tissue microarrays for cytokeratin 5/6, 4/14 (CK5/6, CK4/14), epidermal growth factor receptor (EGFR), vimentin, E-cadherin, claudin 3 and 7, androgen receptor (AR) and aldehyde dehydrogenase1A. The TNBCs were classified into basal-like 1 (BL1) type (CK5/6+, CK4/14+, EGFR- n=32; 13.1%), basal-like 2 (BL2) type (EGFR+, n=4; 1.6%), mesenchymal type (Vimentin+, E-cadherin ̅, claudin 3-and 7-, n=70; 28.6%), luminal androgen type (AR+, n=41; 16.7%), mixed type (n=37; 15.1%), and unclassified type (n=61; 24.9%). Luminal androgen receptor subtype showed apocrine features, and was associated with older age group, lower proliferation index and high frequency of lymph node metastasis. Basal subtype was cellular with rich stromal lymphocytic infiltrate. Mesenchymal stem like subtype was associated with younger age group with metaplastic and mesenchymal features. Mesenchymal stem like and unclassified subtype had shorter overall survival with median of 68.2 and 69.2 months, respectively, and the BL2 had median disease-free survival of 35.4 months. On immunohistochemistry TNBC is a heterogeneous entity composed of 6 major subtypes. Immunohistochemical subtyping of TNBC can provide information on prognostication and selection of appropriate targeted therapy for these patients.
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Lee YM, Oh MH, Go JH, Han K, Choi SY. Molecular subtypes of triple-negative breast cancer: understanding of subtype categories and clinical implication. Genes Genomics 2020; 42:1381-1387. [PMID: 33145728 DOI: 10.1007/s13258-020-01014-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Accepted: 10/16/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND Triple-negative breast cancer (TNBC) is a heterogeneous entity that encompasses several subtypes with distinct molecular characteristics. The patients with TNBCs show unpredictable response to the chemotherapy, and further there is the lack of effective agents. Thus, many studies have been underway to discover targeted therapy suitable for patients with specific genetic alterations in each molecular subtypes. TNBCs are classified as four major molecular subtypes according to the gene expression patterns. These are luminal androgen receptor (LAR), mesenchymal-like, immunomodulatory (IM), and basal-like types. CONCLUSION Here, we discuss the unique molecular features of each subtype as well as promising targets for anti-cancer therapy.
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Affiliation(s)
- Yong-Moon Lee
- Department of Pathology, School of Medicine, Dankook University, Cheonan, 31116, Republic of Korea
| | - Man Hwan Oh
- Department of Nanobiomedical Science, Dankook University, Cheonan, 31116, Republic of Korea
| | - Jai-Hyang Go
- Department of Pathology, School of Medicine, Dankook University, Cheonan, 31116, Republic of Korea
| | - Kyudong Han
- Department of Microbiology, College of Science and Technology, Dankook University, 29 Anseo-dong, Dongnam-gu, Cheonan, 31116, Republic of Korea. .,Center for Bio-Medical Engineering Core Facility, Dankook University, Cheonan, 31116, Republic of Korea.
| | - Song-Yi Choi
- Department of Pathology, School of Medicine, Chungnam National University, 266 Munwha-Ro, Jung-Gu, Daejeon, 35015, Republic of Korea.
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Salvador-Coloma C, Santaballa A, Sanmartín E, Calvo D, García A, Hervás D, Cordón L, Quintas G, Ripoll F, Panadero J, Font de Mora J. Immunosuppressive profiles in liquid biopsy at diagnosis predict response to neoadjuvant chemotherapy in triple-negative breast cancer. Eur J Cancer 2020; 139:119-134. [DOI: 10.1016/j.ejca.2020.08.020] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 08/07/2020] [Accepted: 08/18/2020] [Indexed: 12/11/2022]
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Prognostic Role of Immune Markers in Triple Negative Breast Carcinoma. Pathol Oncol Res 2020; 26:2733-2745. [PMID: 32681436 DOI: 10.1007/s12253-020-00874-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 07/09/2020] [Indexed: 12/21/2022]
Abstract
Tumor immune microenvironment (TIME) is a significant prognostic parameter for triple negative breast carcinomas (TNBC) due to being a target for immunotherapeutic agents and its essential role during the cancer immunoediting process. In this study, CD8, FOXP3, CD163, PD-L1/SP142 and PD-L1/SP263 antibodies were examined in a sample of 51 TNBC cases. Patients who received neoadjuvant therapy were excluded. CD8, FOXP3 and CD163 antibodies were evaluated separately in intratumoral area (ITA) and tumor stroma (TS). PD-L1 status was also examined in tumor cells (TC) and immune cells (IC) using both SP142 and SP263 antibodies. In multivariate Cox regressions, the only antibody that was found to be significantly associated with survival was SP142. SP142-positivity in TC and IC was related to increased overall survival. Higher CD163 expression in ITA and SP263-positivity in IC were associated with younger age. Lymphatic/angioinvasion was more frequent in cases with negative/low CD8 and FOXP3 expressions. Moreover, metastatic axillary lymph node(s) was associated with negative/low FOXP3 expression in TS. CD8, FOXP3, CD163, SP142 and SP263 expressions were positively correlated with each other, except a mild discordance caused by CD163 in ITA. Although PD-L1 status with both SP142 and SP263 antibodies were concordant in the majority of cases, 33.3% and 13.7% of the cases showed SP142-negative/SP263-positive pattern in TC and IC respectively. In conclusion, we suggest that composition, density and localization of the immune cells and the check point molecules are important prognostic parameters in TNBC. Immunohistochemistry can be used as an accessible and less expensive tool to demonstrate TIME.
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Zhao S, Ma D, Xiao Y, Li XM, Ma JL, Zhang H, Xu XL, Lv H, Jiang WH, Yang WT, Jiang YZ, Zhang QY, Shao ZM. Molecular Subtyping of Triple-Negative Breast Cancers by Immunohistochemistry: Molecular Basis and Clinical Relevance. Oncologist 2020; 25:e1481-e1491. [PMID: 32406563 DOI: 10.1634/theoncologist.2019-0982] [Citation(s) in RCA: 113] [Impact Index Per Article: 22.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Accepted: 04/22/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Molecular subtyping of triple-negative breast cancers (TNBCs) via gene expression profiling is essential for understanding the molecular essence of this heterogeneous disease and for guiding individualized treatment. We aim to devise a clinically practical method based on immunohistochemistry (IHC) for the molecular subtyping of TNBCs. MATERIALS AND METHODS By analyzing the RNA sequencing data on TNBCs from Fudan University Shanghai Cancer Center (FUSCC) (n = 360) and The Cancer Genome Atlas data set (n = 158), we determined markers that can identify specific molecular subtypes. We performed immunohistochemical staining on tumor sections of 210 TNBCs from FUSCC, established an IHC-based classifier, and applied it to another two cohorts (n = 183 and 214). RESULTS We selected androgen receptor (AR), CD8, FOXC1, and DCLK1 as immunohistochemical markers and classified TNBCs into five subtypes based on the staining results: (a) IHC-based luminal androgen receptor (IHC-LAR; AR-positive [+]), (b) IHC-based immunomodulatory (IHC-IM; AR-negative [-], CD8+), (c) IHC-based basal-like immune-suppressed (IHC-BLIS; AR-, CD8-, FOXC1+), (d) IHC-based mesenchymal (IHC-MES; AR-, CD8-, FOXC1-, DCLK1+), and (e) IHC-based unclassifiable (AR-, CD8-, FOXC1-, DCLK1-). The κ statistic indicated substantial agreement between the IHC-based classification and mRNA-based classification. Multivariate survival analysis suggested that our IHC-based classification was an independent prognostic factor for relapse-free survival. Transcriptomic data and pathological observations implied potential treatment strategies for different subtypes. The IHC-LAR subtype showed relative activation of HER2 pathway. The IHC-IM subtype tended to exhibit an immune-inflamed phenotype characterized by the infiltration of CD8+ T cells into tumor parenchyma. The IHC-BLIS subtype showed high expression of a VEGF signature. The IHC-MES subtype displayed activation of JAK/STAT3 signaling pathway. CONCLUSION We developed an IHC-based approach to classify TNBCs into molecular subtypes. This IHC-based classification can provide additional information for prognostic evaluation. It allows for subgrouping of TNBC patients in clinical trials and evaluating the efficacy of targeted therapies within certain subtypes. IMPLICATIONS FOR PRACTICE An immunohistochemistry (IHC)-based classification approach was developed for triple-negative breast cancer (TNBC), which exhibited substantial agreement with the mRNA expression-based classification. This IHC-based classification (a) allows for subgrouping of TNBC patients in large clinical trials and evaluating the efficacy of targeted therapies within certain subtypes, (b) will contribute to the practical application of subtype-specific treatment for patients with TNBC, and (c) can provide additional information beyond traditional prognostic factors in relapse prediction.
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Affiliation(s)
- Shen Zhao
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
| | - Ding Ma
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
| | - Yi Xiao
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
| | - Xiao-Mei Li
- Department of Pathology, Harbin Medical University Cancer Hospital, Harbin, People's Republic of China
| | - Jian-Li Ma
- Department of Radiotherapy, Harbin Medical University Cancer Hospital, Harbin, People's Republic of China
| | - Han Zhang
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, People's Republic of China
| | - Xiao-Li Xu
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
| | - Hong Lv
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
| | - Wen-Hua Jiang
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
| | - Wen-Tao Yang
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
| | - Yi-Zhou Jiang
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
| | - Qing-Yuan Zhang
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, People's Republic of China
| | - Zhi-Ming Shao
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
- Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
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Casciano JC, Perry C, Cohen-Nowak AJ, Miller KD, Vande Voorde J, Zhang Q, Chalmers S, Sandison ME, Liu Q, Hedley A, McBryan T, Tang HY, Gorman N, Beer T, Speicher DW, Adams PD, Liu X, Schlegel R, McCarron JG, Wakelam MJO, Gottlieb E, Kossenkov AV, Schug ZT. MYC regulates fatty acid metabolism through a multigenic program in claudin-low triple negative breast cancer. Br J Cancer 2020; 122:868-884. [PMID: 31942031 PMCID: PMC7078291 DOI: 10.1038/s41416-019-0711-3] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Revised: 11/22/2019] [Accepted: 12/19/2019] [Indexed: 02/06/2023] Open
Abstract
Background Recent studies have suggested that fatty acid oxidation (FAO) is a key metabolic pathway for the growth of triple negative breast cancers (TNBCs), particularly those that have high expression of MYC. However, the underlying mechanism by which MYC promotes FAO remains poorly understood. Methods We used a combination of metabolomics, transcriptomics, bioinformatics, and microscopy to elucidate a potential mechanism by which MYC regulates FAO in TNBC. Results We propose that MYC induces a multigenic program that involves changes in intracellular calcium signalling and fatty acid metabolism. We determined key roles for fatty acid transporters (CD36), lipases (LPL), and kinases (PDGFRB, CAMKK2, and AMPK) that each contribute to promoting FAO in human mammary epithelial cells that express oncogenic levels of MYC. Bioinformatic analysis further showed that this multigenic program is highly expressed and predicts poor survival in the claudin-low molecular subtype of TNBC, but not other subtypes of TNBCs, suggesting that efforts to target FAO in the clinic may best serve claudin-low TNBC patients. Conclusion We identified critical pieces of the FAO machinery that have the potential to be targeted for improved treatment of patients with TNBC, especially the claudin-low molecular subtype.
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Affiliation(s)
- Jessica C Casciano
- The Wistar Institute, Molecular and Cellular Oncogenesis, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - Caroline Perry
- The Wistar Institute, Molecular and Cellular Oncogenesis, 3601 Spruce Street, Philadelphia, PA, 19104, USA.,Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Adam J Cohen-Nowak
- The Wistar Institute, Molecular and Cellular Oncogenesis, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - Katelyn D Miller
- The Wistar Institute, Molecular and Cellular Oncogenesis, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - Johan Vande Voorde
- The Beatson Institute, Garscube Estate, Switchback Road, Glasgow, G61 1BD, UK
| | - Qifeng Zhang
- The Babraham Institute, Babraham Research Campus, Cambridge, CB22 3AT, UK
| | - Susan Chalmers
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, SIPBS Building, 161 Cathedral Street, Glasgow, G4 0RE, UK
| | - Mairi E Sandison
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, SIPBS Building, 161 Cathedral Street, Glasgow, G4 0RE, UK.,Department of Biomedical Engineering, University of Strathclyde, Wolfson Centre, 106 Rottenrow, Glasgow, G4 0NW, UK
| | - Qin Liu
- The Wistar Institute, Molecular and Cellular Oncogenesis, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - Ann Hedley
- The Beatson Institute, Garscube Estate, Switchback Road, Glasgow, G61 1BD, UK
| | - Tony McBryan
- The Beatson Institute, Garscube Estate, Switchback Road, Glasgow, G61 1BD, UK.,Institute of Cancer Sciences, College of Medical, Veterinary, and Life Sciences, University of Glasgow, Glasgow, G61 1BD, UK
| | - Hsin-Yao Tang
- The Wistar Institute, Molecular and Cellular Oncogenesis, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - Nicole Gorman
- The Wistar Institute, Molecular and Cellular Oncogenesis, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - Thomas Beer
- The Wistar Institute, Molecular and Cellular Oncogenesis, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - David W Speicher
- The Wistar Institute, Molecular and Cellular Oncogenesis, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - Peter D Adams
- Sanford Burnham Prebys Medical Discovery Institute, 10901 North Torrey Pines Road, La Jolla, CA, 92037, USA
| | - Xuefeng Liu
- Center for Cell Reprogramming, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3900 Reservoir Road, Washington D.C., 20057, USA
| | - Richard Schlegel
- Center for Cell Reprogramming, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3900 Reservoir Road, Washington D.C., 20057, USA
| | - John G McCarron
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, SIPBS Building, 161 Cathedral Street, Glasgow, G4 0RE, UK
| | | | - Eyal Gottlieb
- The Beatson Institute, Garscube Estate, Switchback Road, Glasgow, G61 1BD, UK.,The Ruth and Bruce Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, 1 Efron St. Bat Galim, 3525433, Haifa, Israel
| | - Andrew V Kossenkov
- The Wistar Institute, Molecular and Cellular Oncogenesis, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - Zachary T Schug
- The Wistar Institute, Molecular and Cellular Oncogenesis, 3601 Spruce Street, Philadelphia, PA, 19104, USA.
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Bandini E, Fanini F. MicroRNAs and Androgen Receptor: Emerging Players in Breast Cancer. Front Genet 2019; 10:203. [PMID: 30941159 PMCID: PMC6433747 DOI: 10.3389/fgene.2019.00203] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 02/26/2019] [Indexed: 12/24/2022] Open
Abstract
Breast cancer (BC) is the most common cause of cancer among women, with a high incidence rate occurrence every year worldwide despite advances in its management. BC is characterized by a spectrum of subtypes which respond differently to treatments due to their biological features, representing the main issue in the control of this type of malignancy. Androgen receptor (AR) is emerging as a target to investigate among hormone receptors, since it seems to play a role at various stages of development of specific BC subsets. For this reason, in recent years AR has become very important in the clinical practice, although its role remains controversial. A number of studies have proposed a correlation between microRNAs (miRNAs), a class of gene expression modulators, and AR in prostate cancer (PC), but there are still few evidences about the relationship between miRNAs and AR in BC. The purpose of this review is to present a state of the art scenario with consideration to the most recent discoveries about miRNAs involved in the AR associated pathogenesis of BC, in order to provide new insights into the role of miRNAs as key drivers in the modulation of AR, and possible actors in the development and progression of BC. Moreover, we consider findings about involvement of AR signaling in all stages of BC, highlighting its association with different subsets of breast carcinomas and with pre- and postmenopausal state of patients.
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Affiliation(s)
| | - Francesca Fanini
- Biosciences Laboratory, Department of Clinical and Experimental Oncology and Hematology, Istituto di Ricovero e Cura a Carattere Scientifico, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (I.R.S.T.) S.r.l. IRCCS, Meldola, Italy
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Kamble SC, Sen A, Dhake RD, Joshi AN, Midha D, Bapat SA. Clinical Stratification of High-Grade Ovarian Serous Carcinoma Using a Panel of Six Biomarkers. J Clin Med 2019; 8:E330. [PMID: 30857227 PMCID: PMC6463261 DOI: 10.3390/jcm8030330] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 02/20/2019] [Accepted: 02/21/2019] [Indexed: 12/13/2022] Open
Abstract
Molecular stratification of high-grade serous ovarian carcinoma (HGSC) for targeted therapy is a pertinent approach in improving prognosis of this highly heterogeneous disease. Enabling the same necessitates identification of class-specific biomarkers and their robust detection in the clinic. We have earlier resolved three discrete molecular HGSC classes associated with distinct functional behavior based on their gene expression patterns, biological networks, and pathways. An important difference revealed was that Class 1 is likely to exhibit cooperative cell migration (CCM), Class 2 undergoes epithelial to mesenchymal transition (EMT), while Class 3 is possibly capable of both modes of migration. In the present study, we define clinical stratification of HGSC tumors through the establishment of standard operating procedures for immunohistochemistry and histochemistry based detection of a panel of biomarkers including TCF21, E-cadherin, PARP1, Slug, AnnexinA2, and hyaluronan. Further development and application of scoring guidelines based on expression of this panel in cell line-derived xenografts, commercial tissue microarrays, and patient tumors led to definitive stratification of samples. Biomarker expression was observed to vary significantly between primary and metastatic tumors suggesting class switching during disease progression. Another interesting feature in the study was of enhanced CCM-marker expression in tumors following disease progression and chemotherapy. These stratification principles and the new information thus generated is the first step towards class-specific personalized therapies in the disease.
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Affiliation(s)
- Swapnil C Kamble
- National Centre for Cell Science, Savitribai Phule Pune University, Ganeshkhind, Pune 411007, India.
- Department of Technology, Savitribai Phule Pune University, Pune 411007, India.
| | - Arijit Sen
- Department of Pathology, Armed Forces Medical College, Pune 411040, India.
| | - Rahul D Dhake
- Department of Histopathology, Inlaks and Budrani Hospital, Morbai Naraindas Cancer Institute, Koregaon Park, Pune 411001, India.
| | - Aparna N Joshi
- Department of Pathology, KEM Hospital, Pune 411011, India.
| | - Divya Midha
- Department of Oncopathology, Tata Medical Centre, Kolkata 700 156, India.
| | - Sharmila A Bapat
- National Centre for Cell Science, Savitribai Phule Pune University, Ganeshkhind, Pune 411007, India.
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