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Zhao K, Vos J, Lam S, Boe LA, Muldoon D, Han CY, Valero C, Lee M, Fitzgerald C, Lee AS, Prasad M, Jain S, Deng X, Chan TA, Berger MF, Bandlamudi C, Zhou XK, Morris LGT. Longitudinal and multisite sampling reveals mutational and copy number evolution in tumors during metastatic dissemination. Nat Genet 2025; 57:1504-1511. [PMID: 40457077 DOI: 10.1038/s41588-025-02204-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Accepted: 04/23/2025] [Indexed: 06/16/2025]
Abstract
To understand genetic evolution in cancer during metastasis, we analyzed genomic profiles of 3,732 cancer patients in whom several tumor sites were longitudinally biopsied. During distant metastasis, tumors were observed to accumulate copy number alterations (CNAs) to a much greater degree than mutations. In particular, the development of whole genome duplication was a common event during metastasis, emerging de novo in 28% of patients. Loss of 9p (including CDKN2A) developed during metastasis in 11% of patients. To a lesser degree, mutations and allelic loss in human leukocyte antigen class I and other genes associated with antigen presentation also emerged. Increasing CNA, but not increasing mutational load, was associated with immune evasion in patients treated with immunotherapy. Taken together, these data suggest that CNA, rather than mutational accumulation, is enriched during cancer metastasis, perhaps due to a more favorable balance of enhanced cellular fitness versus immunogenicity.
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Affiliation(s)
- Karena Zhao
- Department of Surgery, Laboratory of Experimental Cancer Immunogenomics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- MD Program, Weill Cornell Medicine, New York City, NY, USA
| | - Joris Vos
- Department of Surgery, Laboratory of Experimental Cancer Immunogenomics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Stanley Lam
- Department of Surgery, Laboratory of Experimental Cancer Immunogenomics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- MD Program, Weill Cornell Medicine, New York City, NY, USA
| | - Lillian A Boe
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Daniel Muldoon
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Catherine Y Han
- Department of Surgery, Laboratory of Experimental Cancer Immunogenomics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Cristina Valero
- Department of Surgery, Laboratory of Experimental Cancer Immunogenomics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mark Lee
- Department of Surgery, Laboratory of Experimental Cancer Immunogenomics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Conall Fitzgerald
- Department of Surgery, Laboratory of Experimental Cancer Immunogenomics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrew S Lee
- Department of Surgery, Laboratory of Experimental Cancer Immunogenomics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- MD Program, Weill Cornell Medicine, New York City, NY, USA
| | - Manu Prasad
- Department of Surgery, Laboratory of Experimental Cancer Immunogenomics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Swati Jain
- Department of Surgery, Laboratory of Experimental Cancer Immunogenomics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Xinzhu Deng
- Department of Surgery, Laboratory of Experimental Cancer Immunogenomics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Timothy A Chan
- Center for Immunotherapy and Immuno-oncology, Cleveland Clinic, Cleveland, OH, USA
| | - Michael F Berger
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Chaitanya Bandlamudi
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Xi Kathy Zhou
- Department of Population Health Sciences, Division of Biostatistics, Weill Cornell Medicine, New York, NY, USA
| | - Luc G T Morris
- Department of Surgery, Laboratory of Experimental Cancer Immunogenomics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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Liu X, Qiu R, Gui P, Wei L, Lu Y, Deng Y, Xue Y, Su Y, Huang Q, Du Y. Osteoclast-derived arachidonic acid triggers dormant lung adenocarcinoma cell activation. iScience 2025; 28:112167. [PMID: 40271019 PMCID: PMC12018030 DOI: 10.1016/j.isci.2025.112167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Revised: 01/05/2025] [Accepted: 03/03/2025] [Indexed: 04/25/2025] Open
Abstract
Dormant lung adenocarcinoma (LUAD) cells in the bone microenvironment can re-emerge as metastatic disease through osteoclast interactions. Using a 3D dormancy model and a mouse bone metastasis model, this study reveals that arachidonic acid (AA) is the initiating molecule transferred from osteoclasts to dormant LUAD cells, triggering their activation. Dormant LUAD cells uptake AA through CD36, which activates the PPARγ-ANGPTL4 pathway and activates tumor cells. There is a dose-response relationship in the activation effect of AA, and inhibiting AA metabolism prevents this reactivation. The study also finds that the serum levels of AA and ANGPTL4 are significantly elevated in patients with clinical bone metastases compared to those without. This research confirms that osteoclasts transmit AA via the CD36-PPARγ-ANGPTL4 axis to activate dormant LUAD cells, suggesting that AA and ANGPTL4 may serve as valuable biomarkers and potential clinical applications in treatment and prediction of LUAD bone metastasis.
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Affiliation(s)
- Xingyu Liu
- Department of Laboratory Medicine, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rong Qiu
- Department of Laboratory Medicine, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Pengcheng Gui
- Department of Laboratory Medicine, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lirong Wei
- Department of Laboratory Medicine, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yue Lu
- College of Fisheries and Life Science, Shanghai Ocean University, Shanghai, China
| | - Yan Deng
- College of Fisheries and Life Science, Shanghai Ocean University, Shanghai, China
| | - Yang Xue
- Department of Laboratory Medicine, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yingyang Su
- College of Fisheries and Life Science, Shanghai Ocean University, Shanghai, China
| | - Qin Huang
- Department of Laboratory Medicine, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuzhen Du
- Department of Laboratory Medicine, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
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3
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Dawalibi A, Bakir M, Mohammad KS. The genetic architecture of bone metastases: unveiling the role of epigenetic and genetic modifications in drug resistance. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2025; 8:19. [PMID: 40342734 PMCID: PMC12059479 DOI: 10.20517/cdr.2025.28] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Revised: 03/26/2025] [Accepted: 04/17/2025] [Indexed: 05/11/2025]
Abstract
Bone metastases represent frequent and severe complications in various cancers, notably impacting prognosis and quality of life. This review article delves into the genetic and epigenetic mechanisms underpinning drug resistance in bone metastases, a key challenge in effective cancer treatment. The development of drug resistance in cancer can manifest as either intrinsic or acquired, with genetic heterogeneity playing a pivotal role. Intrinsic resistance is often due to pre-existing mutations, while acquired resistance evolves through genetic and epigenetic alterations during treatment. These alterations include mutations in driver genes like TP53 and RB1, epigenetic modifications such as DNA methylation and histone changes, and pathway alterations, notably involving RANK-RANKL signaling and the PI3K/AKT/mTOR cascade. Recent studies underline the significance of the tumor microenvironment in fostering drug resistance, with components such as cancer-associated fibroblasts and hypoxia playing crucial roles. The interactions between metastatic cancer cells and the bone microenvironment facilitate survival and the proliferation of drug-resistant clones. This review highlights the necessity of understanding these complex interactions to develop targeted therapies that can overcome resistance and improve treatment outcomes. Current therapeutic strategies and future directions are discussed, emphasizing the integration of genomic profiling and targeted interventions in managing bone metastases. The evolving landscape of genetic research, including the application of next-generation sequencing and CRISPR technology, offers promising avenues for novel and more effective therapeutic strategies. This comprehensive exploration aims to provide insights into the molecular intricacies of drug resistance in bone metastases, paving the way for improved clinical management and patient care.
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Affiliation(s)
- Ahmad Dawalibi
- Department of Anatomy, College of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia
| | - Mohamad Bakir
- Department of Medicine, College of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia
| | - Khalid S. Mohammad
- Department of Anatomy, College of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia
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Naxerova K. Evolutionary paths towards metastasis. Nat Rev Cancer 2025:10.1038/s41568-025-00814-x. [PMID: 40263543 DOI: 10.1038/s41568-025-00814-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/18/2025] [Indexed: 04/24/2025]
Abstract
The evolution of metastasis in humans is considerably less well understood than the biology of early carcinogenesis. For over a century, clinicians and scientists have been debating whether metastatic potential is the intrinsic property of a cancer, pre-determined by the molecular characteristics of the tumour founder cell, or whether metastatic capacity evolves in a stepwise fashion as the tumour grows, akin to the multistage accumulation of oncogenic alterations that give rise to the first cancer cell. In this Perspective, I examine how genetic analyses of primary tumours and matched metastases can distinguish between these two competing metastasis evolution models, with particular emphasis on the utility of metastatic randomness - a quantitative measure that reflects whether metastases arise from a random selection of primary tumour subclones or whether they are enriched for descendants of privileged lineages that have acquired pro-metastatic traits. Probable metastasis evolution trajectories in tumours with high and low baseline metastatic capacity are discussed, along with the role of seeding rates and selection at different metastatic host sites. Finally, I argue that trailblazing insights into human metastasis biology are immediately possible if we make a concerted effort to apply existing experimental and theoretical tools to the right patient cohorts.
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Affiliation(s)
- Kamila Naxerova
- Department of Genetics, Harvard Medical School, Boston, MA, USA.
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5
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Köhler B, Brieger E, Brandstätter T, Hörterer E, Wilk U, Pöhmerer J, Jötten A, Paulitschke P, Broedersz CP, Zahler S, Rädler JO, Wagner E, Roidl A. Unraveling the metastasis-preventing effect of miR-200c in vitro and in vivo. Mol Oncol 2025; 19:1029-1053. [PMID: 39404181 PMCID: PMC11977663 DOI: 10.1002/1878-0261.13712] [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: 03/27/2024] [Revised: 05/28/2024] [Accepted: 07/05/2024] [Indexed: 04/09/2025] Open
Abstract
Advanced breast cancer, as well as ineffective treatments leading to surviving cancer cells, can result in the dissemination of these malignant cells from the primary tumor to distant organs. Recent research has shown that microRNA 200c (miR-200c) can hamper certain steps of the invasion-metastasis cascade. However, it is still unclear whether miR-200c expression alone is sufficient to prevent breast cancer cells from metastasis formation. Hence, we performed a xenograft mouse experiment with inducible miR-200c expression in MDA-MB 231 cells. The ex vivo analysis of metastatic sites in a multitude of organs, including lung, liver, brain, and spleen, revealed a dramatically reduced metastatic burden in mice with miR-200c-expressing tumors. A fundamental prerequisite for metastasis formation is the motility of cancer cells and, therefore, their migration. Consequently, we analyzed the effect of miR-200c on collective- and single-cell migration in vitro, utilizing MDA-MB 231 and MCF7 cell systems with genetically modified miR-200c expression. Analysis of collective-cell migration revealed confluence-dependent motility of cells with altered miR-200c expression. Additionally, scratch assays showed an enhanced predisposition of miR-200c-negative cells to leave cell clusters. The in-between stage of collective- and single-cell migration was validated using transwell assays, which showed reduced migration of miR-200c-positive cells. Finally, to measure migration at the single-cell level, a novel assay on dumbbell-shaped micropatterns was performed, which revealed that miR-200c critically determines confined cell motility. All of these results demonstrate that sole expression of miR-200c impedes metastasis formation in vivo and migration in vitro and highlights miR-200c as a metastasis suppressor in breast cancer.
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Affiliation(s)
- Bianca Köhler
- Pharmaceutical Biotechnology, Department of PharmacyLudwig‐Maximilians‐Universität MünchenGermany
| | - Emily Brieger
- Faculty of Physics and Center for NanoScienceLudwig‐Maximilians‐Universität MünchenGermany
| | - Tom Brandstätter
- Department of Physics and AstronomyVrije Universiteit AmsterdamThe Netherlands
- Arnold‐Sommerfeld‐Center for Theoretical PhysicsLudwig‐Maximilians‐Universität MünchenGermany
| | - Elisa Hörterer
- Pharmaceutical Biotechnology, Department of PharmacyLudwig‐Maximilians‐Universität MünchenGermany
| | - Ulrich Wilk
- Pharmaceutical Biotechnology, Department of PharmacyLudwig‐Maximilians‐Universität MünchenGermany
| | - Jana Pöhmerer
- Pharmaceutical Biotechnology, Department of PharmacyLudwig‐Maximilians‐Universität MünchenGermany
| | - Anna Jötten
- Faculty of Physics and Center for NanoScienceLudwig‐Maximilians‐Universität MünchenGermany
| | - Philipp Paulitschke
- Faculty of Physics and Center for NanoScienceLudwig‐Maximilians‐Universität MünchenGermany
- PHIO Scientific GmbHMunichGermany
| | - Chase P. Broedersz
- Department of Physics and AstronomyVrije Universiteit AmsterdamThe Netherlands
- Arnold‐Sommerfeld‐Center for Theoretical PhysicsLudwig‐Maximilians‐Universität MünchenGermany
| | - Stefan Zahler
- Pharmaceutical Biology, Department of PharmacyLudwig‐Maximilians‐Universität MünchenGermany
| | - Joachim O. Rädler
- Faculty of Physics and Center for NanoScienceLudwig‐Maximilians‐Universität MünchenGermany
| | - Ernst Wagner
- Pharmaceutical Biotechnology, Department of PharmacyLudwig‐Maximilians‐Universität MünchenGermany
| | - Andreas Roidl
- Pharmaceutical Biotechnology, Department of PharmacyLudwig‐Maximilians‐Universität MünchenGermany
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Li D, Liu F, Li S, Zhao X, Yeung KWK, Wong TM, Wu J. The concomitant tumor suspension cells derived from SKBR-3 exhibit circulating tumor cell features. Tissue Cell 2025; 93:102777. [PMID: 39923648 DOI: 10.1016/j.tice.2025.102777] [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: 11/04/2024] [Revised: 01/26/2025] [Accepted: 02/01/2025] [Indexed: 02/11/2025]
Abstract
Metastatic diseases are the major causes of cancer related deaths. Circulating tumor cells are important mediators for distant metastases. However, knowledge about circulating tumor cells is still limited due to their small quantity, lack of explicit markers, interferences from blood cells and immune cells, and so on. In this study, we discovered the concomitant tumor suspension cells in a human epidermal growth factor receptor 2 enriched type breast cancer cell line, SKBR-3. In vitro cultured SKBR-3 shed suspension cells in a spontaneous and continuous manner, which can survive and proliferate infinitely under suspension state. We therefore established the "progeny" suspension cell line of its adherent counterpart, or so-called the concomitant tumor suspension cell line. The concomitant tumor suspension cells were in an intermediate partial-epithelial-mesenchymal transition state and were highly adapted to survival in the blood circulation system. The tendency to form microtumors suggests that they are closely related to the metastases of cancers. This study provides a new direction for investigating metastases. By screening more cancer cell lines and establishing more concomitant tumor suspension cell lines, we can acquire much more knowledge implying the evolution of circulating tumor cells, and achieve a better understanding of cancer metastases.
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Affiliation(s)
- Daiye Li
- Shenzhen Key Laboratory for Innovative Technology in Orthopaedic Trauma, Department of Orthopaedics and Traumatology, The University of Hong Kong-Shenzhen Hospital, Shenzhen, Guangdong 518053, China
| | - Feihong Liu
- Shenzhen Key Laboratory for Innovative Technology in Orthopaedic Trauma, Department of Orthopaedics and Traumatology, The University of Hong Kong-Shenzhen Hospital, Shenzhen, Guangdong 518053, China
| | - Shanshan Li
- Shenzhen Key Laboratory for Cancer Metastasis and Personalized Therapy, Department of Clinical Oncology, The University of Hong Kong-Shenzhen Hospital, Shenzhen, Guangdong 518053, China
| | - Xiaoli Zhao
- Research Center for Human Tissues and Organs Degeneration, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Guangdong, Shenzhen 518055, China
| | - Kelvin Wai Kwok Yeung
- Shenzhen Key Laboratory for Innovative Technology in Orthopaedic Trauma, Department of Orthopaedics and Traumatology, The University of Hong Kong-Shenzhen Hospital, Shenzhen, Guangdong 518053, China; Department of Orthopaedics and Traumatology, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 999077, Hong Kong
| | - Tak Man Wong
- Shenzhen Key Laboratory for Innovative Technology in Orthopaedic Trauma, Department of Orthopaedics and Traumatology, The University of Hong Kong-Shenzhen Hospital, Shenzhen, Guangdong 518053, China; Department of Orthopaedics and Traumatology, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 999077, Hong Kong.
| | - Jun Wu
- Shenzhen Key Laboratory for Innovative Technology in Orthopaedic Trauma, Department of Orthopaedics and Traumatology, The University of Hong Kong-Shenzhen Hospital, Shenzhen, Guangdong 518053, China; Department of Orthopaedics and Traumatology, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 999077, Hong Kong.
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Starostecka M, Jeong H, Hasenfeld P, Benito-Garagorri E, Christiansen T, Stober Brasseur C, Gomes Queiroz M, Garcia Montero M, Jechlinger M, Korbel JO. Structural variant and nucleosome occupancy dynamics postchemotherapy in a HER2+ breast cancer organoid model. Proc Natl Acad Sci U S A 2025; 122:e2415475122. [PMID: 39993200 PMCID: PMC11892646 DOI: 10.1073/pnas.2415475122] [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: 07/31/2024] [Accepted: 01/08/2025] [Indexed: 02/26/2025] Open
Abstract
The most common chemotherapeutics induce DNA damage to eradicate cancer cells, yet defective DNA repair can propagate mutations, instigating therapy resistance and secondary malignancies. Structural variants (SVs), arising from copy-number-imbalanced and -balanced DNA rearrangements, are a major driver of tumor evolution, yet understudied posttherapy. Here, we adapted single-cell template-strand sequencing (Strand-seq) to a HER2+ breast cancer model to investigate the formation of doxorubicin-induced de novo SVs. We coupled this approach with nucleosome occupancy (NO) measurements obtained from the same single cell to enable simultaneous SV detection and cell-type classification. Using organoids from TetO-CMYC/TetO-Neu/MMTV-rtTA mice modeling HER2+ breast cancer, we generated 459 Strand-seq libraries spanning various tumorigenesis stages, identifying a 7.4-fold increase in large chromosomal alterations post-doxorubicin. Complex DNA rearrangements, deletions, and duplications were prevalent across basal, luminal progenitor (LP), and mature luminal (ML) cells, indicating uniform susceptibility of these cell types to SV formation. Doxorubicin further elevated sister chromatid exchanges (SCEs), indicative of genomic stress persisting posttreatment. Altered nucleosome occupancy levels on distinct cancer-related genes further underscore the broad genomic impact of doxorubicin. The organoid-based system for single-cell multiomics established in this study paves the way for unraveling the most important therapy-associated SV mutational signatures, enabling systematic studies of the effect of therapy on cancer evolution.
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Affiliation(s)
- Maja Starostecka
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg69117, Germany
- Faculty of Biosciences, Collaboration for joint PhD degree between European Molecular Biology Laboratory and Heidelberg University, Heidelberg69120, Germany
| | - Hyobin Jeong
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg69117, Germany
- Department of Systems Biology, College of Life Science and Biotechnology, Yonsei University, Seoul03722, Republic of Korea
| | - Patrick Hasenfeld
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg69117, Germany
| | - Eva Benito-Garagorri
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg69117, Germany
| | - Tania Christiansen
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg69117, Germany
- Bridging Research Division on Mechanisms of Genomic Variation and Data Science, German Cancer Research Center, Heidelberg69120, Germany
| | | | - Maise Gomes Queiroz
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg69117, Germany
| | - Marta Garcia Montero
- European Molecular Biology Laboratory, Cell Biology and Biophysics Unit, Heidelberg69117, Germany
| | - Martin Jechlinger
- European Molecular Biology Laboratory, Cell Biology and Biophysics Unit, Heidelberg69117, Germany
- Molecular and Information Technology Institute for Personalized Medicine gGmbH, Heilbronn74076, Germany
| | - Jan O. Korbel
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg69117, Germany
- Bridging Research Division on Mechanisms of Genomic Variation and Data Science, German Cancer Research Center, Heidelberg69120, Germany
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Huebner H, Wimberger P, Laakmann E, Ruckhäberle E, Ruebner M, Lehle S, Uhrig S, Ziegler P, Link T, Hack CC, Belleville E, Faull I, Hausch M, Wallwiener D, Schneeweiss A, Tesch H, Brucker SY, Beckmann MW, Fasching PA, Müller V, Fehm TN. Cell-free tumor DNA analysis in advanced or metastatic breast cancer patients: mutation frequencies, testing intention, and clinical impact. PRECISION CLINICAL MEDICINE 2025; 8:pbae034. [PMID: 39839709 PMCID: PMC11748133 DOI: 10.1093/pcmedi/pbae034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2024] [Revised: 12/11/2024] [Accepted: 12/12/2024] [Indexed: 01/23/2025] Open
Abstract
Background Circulating cell-free tumor DNA (ctDNA) provides a non-invasive approach for assessing somatic alterations. The German PRAEGNANT registry study aims to explore molecular biomarkers and investigate their integration into clinical practice. In this context, ctDNA testing was included to understand the motivations of clinicians to initiate testing, to identify somatic alterations, and to assess the clinical impact of the results obtained. Methods Patients with advanced/metastatic breast cancer were prospectively enrolled in the Prospective Academic Translational Research Network for the Optimization of Oncological Health Care Quality in the Adjuvant and Advanced/Metastatic Setting (PRAEGNANT study; NCT02338167). The FDA-approved and CE-marked GUARDANT360 CDx test was used to assess somatic alterations. A ctDNA-analysis report was provided to the treating physician along with a questionnaire about the intent for testing and the clinical implications of test results. Results ctDNA from 49 patients was analyzed prospectively: 37 (76%) had at least one somatic alteration in the analyzed geneset; 14 patients (29%) harbored alterations in TP53, 12 (24%) in PIK3CA, and 6 (12%) in ESR1. Somatic mutations in BRCA1 or BRCA2 were detected in 3 (6%) and 4 (8%) patients, respectively, and 59% of patients had hormone receptor-positive, human epidermal growth factor receptor 2-negative breast cancer. Questionnaires regarding test intentions and clinical impact were completed for 48 (98%) patients. These showed that ctDNA testing influenced treatment decisions for 35% of patients. Discussion The high prevalence of somatic alterations in TP53, PIK3CA, ESR1, and BRCA1/2 genes, identified by ctDNA genotyping, highlights their potential as biomarkers for targeted therapies. Detection of specific mutations affected treatment decisions, such as eligibility for alpelisib, and might further facilitate treatment with e.g. elacestrant or capiversatib in future treatment lines.
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Affiliation(s)
- Hanna Huebner
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Pauline Wimberger
- Department of Gynecology and Obstetrics, Carl Gustav Carus Faculty of Medicine and University Hospital, Dresden, TU 01307, Germany
- National Center for Tumor Diseases (NCT), Dresden 01307, Germany; German Cancer Research Center (DKFZ), Heidelberg 69120, Germany; Carl Gustav Carus Faculty of Medicine and University Hospital, Dresden, TU 01307, Germany; Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden 01307, Germany
- German Cancer Consortium (DKTK), Dresden 01307, Germany; German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Elena Laakmann
- Department of Gynecology, Hamburg-Eppendorf University Medical Center, Hamburg 20246, Germany
| | - Eugen Ruckhäberle
- Department of Gynecology and Obstetrics, CIO ABCD, University Hospital Düsseldorf, Düsseldorf 40225, Germany
| | - Matthias Ruebner
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Sarah Lehle
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Sabrina Uhrig
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Philipp Ziegler
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Theresa Link
- Department of Gynecology and Obstetrics, Carl Gustav Carus Faculty of Medicine and University Hospital, Dresden, TU 01307, Germany
- National Center for Tumor Diseases (NCT), Dresden 01307, Germany; German Cancer Research Center (DKFZ), Heidelberg 69120, Germany; Carl Gustav Carus Faculty of Medicine and University Hospital, Dresden, TU 01307, Germany; Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden 01307, Germany
- German Cancer Consortium (DKTK), Dresden 01307, Germany; German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Carolin C Hack
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | | | - Iris Faull
- Guardant Health, Inc., Redwood City, CA 94063, USA
| | | | - Diethelm Wallwiener
- Department of Obstetrics and Gynecology, University of Tübingen, Tübingen 72076, Germany
| | - Andreas Schneeweiss
- National Center for Tumor Diseases, Heidelberg University Hospital, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Hans Tesch
- Oncology Practice at Bethanien Hospital Frankfurt, Frankfurt am Main 60389, Germany
| | - Sara Y Brucker
- Department of Obstetrics and Gynecology, University of Tübingen, Tübingen 72076, Germany
| | - Matthias W Beckmann
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Peter A Fasching
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Volkmar Müller
- Department of Gynecology, Hamburg-Eppendorf University Medical Center, Hamburg 20246, Germany
| | - Tanja N Fehm
- Department of Gynecology and Obstetrics, CIO ABCD, University Hospital Düsseldorf, Düsseldorf 40225, Germany
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9
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Wang Y, Liu C, Pang J, Li Z, Zhang J, Dong L. The Extra-Tumoral Vaccine Effects of Apoptotic Bodies in the Advancement of Cancer Treatment. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2025; 21:e2410503. [PMID: 39871756 PMCID: PMC11878267 DOI: 10.1002/smll.202410503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 01/16/2025] [Indexed: 01/29/2025]
Abstract
The induction of apoptosis in tumor cells is a common target for the development of anti-tumor therapies; however, these therapies still leave patients at increased risk of disease recurrence. For example, apoptotic tumor cells can promote tumor growth and immune evasion via the secretion of metabolites, apoptotic extracellular vesicles, and induction of pro-tumorigenic macrophages. This paradox of apoptosis induction and the pro-tumorigenic effects of tumor cell apoptosis has begged the question of whether apoptosis is a suitable cancer therapy, and led to further explorations into other immunogenic cell death-based approaches. However, these strategies still face multiple challenges, the most critical of which is the tumor microenvironment. Contrary to the promotion of immune tolerance mediated by apoptotic tumor cells, apoptotic bodies with enriched tumor-related antigens have demonstrated great immunogenic potential, as evidenced by their ability to initiate systemic T-cell immune responses. These characteristics indicate that apoptotic body-based therapies could be ideal "in situ" extra-tumoral tumor vaccine candidates for the treatment of cancers, and further address the current issues with apoptosis-based or immunotherapy treatments. Although not yet tested clinically, apoptotic body-based vaccines have the potential to better treatment strategies and patient outcomes in the future.
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Affiliation(s)
- Yulian Wang
- State Key Laboratory of Pharmaceutical BiotechnologySchool of Life SciencesNanjing UniversityNanjingJiangsu210023China
| | - Chunyan Liu
- State Key Laboratory of Pharmaceutical BiotechnologySchool of Life SciencesNanjing UniversityNanjingJiangsu210023China
| | - Jiayun Pang
- State Key Laboratory of Pharmaceutical BiotechnologySchool of Life SciencesNanjing UniversityNanjingJiangsu210023China
| | - Zhenjiang Li
- State Key Laboratory of Pharmaceutical BiotechnologySchool of Life SciencesNanjing UniversityNanjingJiangsu210023China
| | - Junfeng Zhang
- State Key Laboratory of Pharmaceutical BiotechnologySchool of Life SciencesNanjing UniversityNanjingJiangsu210023China
| | - Lei Dong
- State Key Laboratory of Pharmaceutical BiotechnologySchool of Life SciencesNanjing UniversityNanjingJiangsu210023China
- Chemistry and Biomedicine Innovative CenterNanjing UniversityNanjingJiangsu210023China
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10
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Savy T, Flanders L, Karpanasamy T, Sun M, Gerlinger M. Cancer evolution: from Darwin to the Extended Evolutionary Synthesis. Trends Cancer 2025; 11:204-215. [PMID: 39880745 DOI: 10.1016/j.trecan.2025.01.001] [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: 10/13/2024] [Revised: 12/24/2024] [Accepted: 01/03/2025] [Indexed: 01/31/2025]
Abstract
The fundamental evolutionary nature of cancer has been recognized for decades. Increasingly powerful genetic and single cell sequencing technologies, as well as preclinical models, continue to unravel the evolution of premalignant cells, and progression to metastatic stages and to drug-resistant end-stage disease. Here, we summarize recent advances and distil evolutionary principles and their relevance for the clinic. We reveal how cancer cell and microenvironmental plasticity are intertwined with Darwinian evolution and demonstrate the need for a conceptual framework that integrates these processes. This warrants the adoption of the recently developed Extended Evolutionary Synthesis (EES).
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Affiliation(s)
- Thomas Savy
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Lucy Flanders
- Barts Cancer Institute, Queen Mary University of London, London, UK; St Bartholomew's Hospital, London, London, UK
| | | | - Min Sun
- St Bartholomew's Hospital, London, London, UK
| | - Marco Gerlinger
- Barts Cancer Institute, Queen Mary University of London, London, UK; St Bartholomew's Hospital, London, London, UK.
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11
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Duarte T, D'Orey M, Pereira J, Miranda MH, Martins A. A Portrait of Breast Cancer in Portugal: The Impact of Racial Disparities. Cureus 2025; 17:e80047. [PMID: 40041246 PMCID: PMC11879385 DOI: 10.7759/cureus.80047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/04/2025] [Indexed: 03/06/2025] Open
Abstract
Background Breast cancer is the most common malignancy among women, with racial disparities in diagnosis, tumor characteristics and outcomes. Black women are disproportionately affected by aggressive subtypes and advanced stage disease, influenced by biological, socioeconomic, and healthcare access factors. While these disparities are well-documented globally, their impact in Portugal remains unknown. The Portuguese healthcare system ensures equal access, including for patients from African Portuguese-speaking countries (PALOPs), who face additional challenges due to the medical evacuation process. This study aims to evaluate differences in breast cancer characteristics and treatment delays between black and white women treated at a Portuguese center. Materials and methods A unicentric, retrospective observational study was conducted at a Portuguese center, including 208 women with breast cancer treated between 2022 and 2023. Patients were categorized as black or white, and data were collected on demographic variables, tumor characteristics, stage at diagnosis, and time from symptom onset to treatment initiation. Logistic regression was used to assess the association between the race and breast cancer characteristics. Statistical analyses included Kaplan-Meier survival estimates and Cox proportional hazards models to evaluate survival differences. Results Of the 208 patients, 60 were black and 148 were white. The median age at diagnosis was lower for black women (50 years) compared to white women (64 years). Black women were more likely to be diagnosed at stage III or IV (55% vs. 16.2%, p<0.001). Regarding tumor characteristics, black women had a significantly higher prevalence of grade 3 tumors (30% vs. 12.8%, p=0.005), triple-negative breast cancer (TNBC) (31.7% vs. 11.5%, p<0.001) and lower rates of hormone receptor-positive tumors (58.3% vs. 82.4%, p<0.001). No statistically significant difference was found in HER2 expression between groups. The time from symptom onset to treatment initiation was longer for black women (8.5 months vs. 5 months, p<0.001). However, multiple linear regression indicated that being from a PALOP country, was the main predictor of treatment delays (p=0.013), while race alone was not significant (p=0.341). Overall survival analysis was not feasible. Discussion The findings of this study showed significant disparities in breast cancer between black and white women. Black women were younger at diagnosis, more frequently presented with advanced stage and aggressive subtypes, and experienced longer treatment delays. The longer time from symptom onset to treatment initiation in black women suggests potential barriers to timely healthcare access, including socioeconomic factors and healthcare system navigation challenges. Further analysis suggests that these delays are primarily driven by patients from PALOPs rather than race itself. These patients face additional systemic barriers, including delays in the medical evacuation process and socioeconomic challenges. Conclusion This study highlights the need to address racial disparities in breast cancer care in Portugal. Targeted interventions, policy changes, and improved access to timely care are essential to reducing disparities and improving outcomes.
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Affiliation(s)
- Tânia Duarte
- Medical Oncology, Unidade Local de Saúde de Lisboa Ocidental, Lisbon, PRT
| | - Marta D'Orey
- Medical Oncology, Unidade Local de Saúde de Lisboa Ocidental, Lisbon, PRT
| | - José Pereira
- Medical Oncology, Unidade Local de Saúde de Lisboa Ocidental, Lisbon, PRT
| | - Maria H Miranda
- Medical Oncology, Unidade Local de Saúde de Lisboa Ocidental, Lisbon, PRT
| | - Ana Martins
- Medical Oncology, Unidade Local de Saúde de Lisboa Ocidental, Lisbon, PRT
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12
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Zhang Y, Shang H, Zhang J, Jiang Y, Li J, Xiong H, Chao T. Drug Treatment Direction Based on the Molecular Mechanism of Breast Cancer Brain Metastasis. Pharmaceuticals (Basel) 2025; 18:262. [PMID: 40006075 PMCID: PMC11859690 DOI: 10.3390/ph18020262] [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: 12/17/2024] [Revised: 02/10/2025] [Accepted: 02/13/2025] [Indexed: 02/27/2025] Open
Abstract
Today, breast cancer (BC) is the most frequently diagnosed malignancy and a leading cause of cancer-related deaths among women worldwide. Brain metastases (BMs) are a common complication among individuals with advanced breast cancer, significantly impacting both survival rates and the overall condition of life of patients. This review systematically analyzes the innovative approaches to drug treatment for breast cancer brain metastases (BCBMs), with particular emphasis placed on treatments targeting molecular mechanisms and signaling pathways and drug delivery strategies targeting the blood brain barrier (BBB). The article discusses various drugs that have demonstrated effectiveness against BCBM, featuring a mix of monoclonal antibodies, nimble small-molecule tyrosine kinase inhibitors (TKIs), and innovative antibody-drug conjugates (ADCs). This study of various drugs and techniques designed to boost the permeability of the BBB sheds light on how these innovations can improve the treatment of brain metastases. This review highlights the need to develop new therapies for BCBM and to optimize existing treatment strategies. With a deeper comprehension of the intricate molecular mechanisms and advances in drug delivery technology, it is expected that more effective personalized treatment options will become available in the future for patients with BCBM.
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Affiliation(s)
- Yumin Zhang
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; (Y.Z.); (H.S.); (Y.J.); (J.L.)
| | - Haotian Shang
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; (Y.Z.); (H.S.); (Y.J.); (J.L.)
| | - Jiaxuan Zhang
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China;
| | - Yizhi Jiang
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; (Y.Z.); (H.S.); (Y.J.); (J.L.)
| | - Jiahao Li
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; (Y.Z.); (H.S.); (Y.J.); (J.L.)
| | - Huihua Xiong
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; (Y.Z.); (H.S.); (Y.J.); (J.L.)
| | - Tengfei Chao
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; (Y.Z.); (H.S.); (Y.J.); (J.L.)
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13
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Kovács KA, Kerepesi C, Rapcsák D, Madaras L, Nagy Á, Takács A, Dank M, Szentmártoni G, Szász AM, Kulka J, Tőkés AM. Machine learning prediction of breast cancer local recurrence localization, and distant metastasis after local recurrences. Sci Rep 2025; 15:4868. [PMID: 39929942 PMCID: PMC11811162 DOI: 10.1038/s41598-025-89339-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 02/04/2025] [Indexed: 02/13/2025] Open
Abstract
Local recurrences (LR) can occur within residual breast tissue, chest wall, skin, or newly formed scar tissue. Artificial intelligence (AI) technologies can extract a wide range of tumor features from large datasets helping in oncological decision-making. Recently, machine learning (ML) models have been developed to predict breast cancer recurrence or distant metastasis (DM). However, there is still a lack of models that consider the localization of LR as a tumor feature. To address this gap, here, we analysed data from 154 patients including pathological, clinical, and follow-up data (with an average follow-up of 133.16 months) on both primary tumors (PT) and recurrences. By using ML methods we predicted the localization of LR and the occurrence of DM after LR. The performance (ROC AUC) of the best ML models was 0.75, and 0.69 for predicting LR in breast parenchyma, and surgical scar tissue, respectively, and 0.74 for predicting DM after LR. We identified recurrence localization, and the time elapsed between the detection of primary breast carcinoma and the recurrence, and adjuvant chemotherapy as the most important features associated with further DM. We conclude that combining traditional prognostic factors with ML may provide important tools in the risk assessment of patients with breast LR.
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Affiliation(s)
- Kristóf Attila Kovács
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - Csaba Kerepesi
- HUN-REN Institute for Computer Science and Control (SZTAKI), Budapest, Hungary
| | | | - Lilla Madaras
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - Ákos Nagy
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Anikó Takács
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - Magdolna Dank
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | | | - Attila Marcell Szász
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Janina Kulka
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - Anna Mária Tőkés
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary.
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14
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Fares J, Petrosyan E, Dmello C, Lukas RV, Stupp R, Lesniak MS. Rethinking metastatic brain cancer as a CNS disease. Lancet Oncol 2025; 26:e111-e121. [PMID: 39914421 DOI: 10.1016/s1470-2045(24)00430-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 07/21/2024] [Accepted: 07/23/2024] [Indexed: 05/07/2025]
Abstract
Advances in molecular biology, genetics, and epigenetics have refined our understanding of metastatic brain cancer and underscored the need for better classification and targeted approaches. The heterogeneity of brain metastases highlights the differences from their primary source of origin and contributes to therapeutic resistance. Before colonising the brain, tumour cells acquire specialised proficiencies that enable them to capitalise on the unique microenvironment of the brain. The tumour cells further orchestrate key adaptations to adjust to the brain microenvironment by manipulating the blood-brain barrier, evading immune surveillance, rewiring metabolic profiles, and reprogramming astrocytes. These adaptations facilitate tumour survival, growth, and treatment resistance. Recognising metastatic brain cancer as a distinctive CNS disease, rather than an extension of the primary cancer, would support the development of rational approaches that target its molecular and genetic features and improve research funding in this area. Here, we delve into the distinct genetic and phenotypic characteristics of metastatic brain cancer, and reflect on how a change in the perception of this disease could accelerate the development of more effective therapies and drive continued progress in the field of neuro-oncology.
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Affiliation(s)
- Jawad Fares
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Northwestern Medicine Malnati Brain Tumor Institute, Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Edgar Petrosyan
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Northwestern Medicine Malnati Brain Tumor Institute, Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Crismita Dmello
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Northwestern Medicine Malnati Brain Tumor Institute, Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Rimas V Lukas
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Northwestern Medicine Malnati Brain Tumor Institute, Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Roger Stupp
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Northwestern Medicine Malnati Brain Tumor Institute, Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Maciej S Lesniak
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Northwestern Medicine Malnati Brain Tumor Institute, Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
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15
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Boscolo Bielo L, Guerini Rocco E, Crimini E, Repetto M, Lombardi M, Zanzottera C, Aurilio G, Barberis M, Belli C, Zhan Y, Battaiotto E, Katrini J, Marsicano R, Zagami P, Taurelli Salimbeni B, Esposito A, Trapani D, Criscitiello C, Fusco N, Marra A, Curigliano G. Molecular tumor board in patients with metastatic breast cancer. Breast Cancer Res Treat 2025; 210:45-55. [PMID: 39476312 DOI: 10.1007/s10549-024-07535-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Accepted: 10/22/2024] [Indexed: 02/02/2025]
Abstract
PURPOSE Comprehensive genomic profiling is becoming increasingly important in the management of patients with metastatic breast cancer (mBC). Real-world clinical outcomes from applying molecular tumor boards (MTBs) recommendations in this context remain limited. Accordingly, we conducted a retrospective, single-institution analysis to evaluate the clinical impact of discussing patients affected by mBC at the MTB. METHODS Clinicogenomic data of patients affected by mBCs referred to the European Institute of Oncology MTB between August 2019 and December 2023 were reviewed. Genomic alterations were classified by ESCAT framework. Clinical outcomes of patients showing actionable alterations and receiving molecular-matched therapy (MMT) were compared to those receiving standard therapy (ST). RESULTS Ninety-six patients were included. Following MTB discussion, genetic counseling was recommended in 27% (n = 26) of patients, while additional molecular analyses were requested in 25% (n = 24) cases. Fifty-six patients (58%) displayed at least one actionable alteration. For patients with available follow-up (n = 50), 32 (64%) received MMTs and 18 (36%) ST. No differences in real-world progression-free survival (rwPFS) (4.07 months [95% CI 2.14-8.28] vs. 3.12 months [95% CI 1.51-NE], P = 0.8) and 12-month overall survival (OS) (58% [95%CI 43-78] vs. 57% [95%CI 34-97), P = 0.9) were observed between the MMT- and ST-group. Level I ESCAT alterations yielded longer rwPFS (5.82 months [95% CI 3.12-8.41]) compared to ESCAT II (2.14 months [95%CI 1.61-NE]) and ESCAT III (2.10 months [95% CI 2.04-NE]; P = 0.03). Twenty-four percent of patients showed a PFS2/PFS1 ratio > 1.3 from MMT. CONCLUSION Molecular tumor boards can provide additional treatment options for patients affected by mBC. Besides treatment recommendations, MTBs also have the utility to assess the validity of discussed genomic reports and to identify alterations worthy of genetic counseling.
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Affiliation(s)
- Luca Boscolo Bielo
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy
| | - Elena Guerini Rocco
- Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Edoardo Crimini
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy
| | - Matteo Repetto
- Early Drug Development Service, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Mariano Lombardi
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Cristina Zanzottera
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141, Milan, Italy
| | - Gaetano Aurilio
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141, Milan, Italy
| | - Massimo Barberis
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Carmen Belli
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy
| | - Yinxiu Zhan
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Elena Battaiotto
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy
| | - Jalissa Katrini
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy
| | - Renato Marsicano
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy
| | - Paola Zagami
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy
| | - Beatrice Taurelli Salimbeni
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy
| | - Angela Esposito
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy
| | - Dario Trapani
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy
| | - Carmen Criscitiello
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy
| | - Nicola Fusco
- Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Antonio Marra
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy
| | - Giuseppe Curigliano
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141, Milan, Italy.
- Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy.
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16
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Murgoitio-Esandi J, Tessone D, Naghdloo A, Shishido SN, Zhang B, Xu H, Dasgupta A, Mason J, Nagaraju RM, Hicks J, Kuhn P, Oberai A. Unsupervised Detection of Rare Events in Liquid Biopsy Assays. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.29.635501. [PMID: 39975209 PMCID: PMC11838382 DOI: 10.1101/2025.01.29.635501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
The use of liquid biopsies in the detection, diagnosis and treatment monitoring of different types of cancers and other diseases often requires identifying and enumerating instances of analytes that are rare. Most current techniques that aim to computationally isolate these rare instances or events first learn the signature of the event, and then scan the appropriate biological assay for this signature. While such techniques have proven to be very useful, they are limited because they must first establish what signature to look for, and only then identify events that are consistent with this signature. In contrast to this, in this study, we present an automated approach that does not require the knowledge of the signature of the rare event. It works by breaking the assay into a sequence of components, learning the probability distribution of these components, and then isolating those that are rare. This is done with the help of deep generative algorithms in an unsupervised manner, meaning without a-priori knowledge of the rare event associated with an analyte. In this study, this approach is applied to immunofluorescence microscopy images of peripheral blood, where it is shown that it successfully isolates biologically relevant events in blood from normal donors spiked with cancer-related cells and in blood from patients with late-stage breast cancer.
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Affiliation(s)
- Javier Murgoitio-Esandi
- Department of Aerospace and Mechanical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, 90089, CA, USA
| | - Dean Tessone
- Convergent Science Institute for Cancer, Michelson Center, University of Southern California, Los Angeles, 90089, CA, USA
- Department of Biological Sciences, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, 90089, CA, USA
| | - Amin Naghdloo
- Department of Aerospace and Mechanical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, 90089, CA, USA
- Convergent Science Institute for Cancer, Michelson Center, University of Southern California, Los Angeles, 90089, CA, USA
| | - Stephanie N Shishido
- Convergent Science Institute for Cancer, Michelson Center, University of Southern California, Los Angeles, 90089, CA, USA
| | - Brian Zhang
- Convergent Science Institute for Cancer, Michelson Center, University of Southern California, Los Angeles, 90089, CA, USA
| | - Haofeng Xu
- Department of Computer Science, Viterbi School of Engineering, University of Southern California, Los Angeles, 90089, CA, USA
| | - Agnimitra Dasgupta
- Department of Aerospace and Mechanical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, 90089, CA, USA
| | - Jeremy Mason
- Convergent Science Institute for Cancer, Michelson Center, University of Southern California, Los Angeles, 90089, CA, USA
- Institute of Urology, Catherine & Joseph Aresty Department of Urology, Keck School of Medicine, University of Southern California, Los Angeles, 90033, CA, USA
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, 90033, CA, USA
| | - Rajiv M Nagaraju
- Convergent Science Institute for Cancer, Michelson Center, University of Southern California, Los Angeles, 90089, CA, USA
| | - James Hicks
- Convergent Science Institute for Cancer, Michelson Center, University of Southern California, Los Angeles, 90089, CA, USA
| | - Peter Kuhn
- Department of Aerospace and Mechanical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, 90089, CA, USA
- Convergent Science Institute for Cancer, Michelson Center, University of Southern California, Los Angeles, 90089, CA, USA
- Department of Biological Sciences, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, 90089, CA, USA
- Institute of Urology, Catherine & Joseph Aresty Department of Urology, Keck School of Medicine, University of Southern California, Los Angeles, 90033, CA, USA
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, 90033, CA, USA
- Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, 90089, CA, USA
| | - Assad Oberai
- Department of Aerospace and Mechanical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, 90089, CA, USA
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17
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Friedenson B. Identifying Safeguards Disabled by Epstein-Barr Virus Infections in Genomes From Patients With Breast Cancer: Chromosomal Bioinformatics Analysis. JMIRX MED 2025; 6:e50712. [PMID: 39885374 PMCID: PMC11796484 DOI: 10.2196/50712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 11/19/2024] [Accepted: 11/20/2024] [Indexed: 02/01/2025]
Abstract
Background The causes of breast cancer are poorly understood. A potential risk factor is Epstein-Barr virus (EBV), a lifelong infection nearly everyone acquires. EBV-transformed human mammary cells accelerate breast cancer when transplanted into immunosuppressed mice, but the virus can disappear as malignant cells reproduce. If this model applies to human breast cancers, then they should have genome damage characteristic of EBV infection. Objective This study tests the hypothesis that EBV infection predisposes one to breast cancer by causing permanent genome damage that compromises cancer safeguards. Methods Publicly available genome data from approximately 2100 breast cancers and 25 ovarian cancers were compared to cancers with proven associations to EBV, including 70 nasopharyngeal cancers, 90 Burkitt lymphomas, 88 diffuse large B-cell lymphomas, and 34 gastric cancers. Calculation algorithms to make these comparisons were developed. Results Chromosome breakpoints in breast and ovarian cancer clustered around breakpoints in EBV-associated cancers. Breakpoint distributions in breast and EBV-associated cancers on some chromosomes were not confidently distinguished (P>.05), but differed from controls unrelated to EBV infection. Viral breakpoint clusters occurred in high-risk, sporadic, and other breast cancer subgroups. Breakpoint clusters disrupted gene functions essential for cancer protection, which remain compromised even if EBV infection disappears. As CRISPR (clustered regularly interspaced short palindromic repeats)-like reminders of past infection during evolution, EBV genome fragments were found regularly interspaced between Piwi-interacting RNA (piRNA) genes on chromosome 6. Both breast and EBV-associated cancers had inactivated genes that guard piRNA defenses and the major histocompatibility complex (MHC) locus. Breast and EBV-associated cancer breakpoints and other variations converged around the highly polymorphic MHC. Not everyone develops cancer because MHC differences produce differing responses to EBV infection. Chromosome shattering and mutation hot spots in breast cancers preferentially occurred at incorporated viral sequences. On chromosome 17, breast cancer breakpoints that clustered around those in EBV-mediated cancers were linked to estrogen effects. Other breast cancer breaks affected sites where EBV inhibits JAK-STAT and SWI-SNF signaling pathways. A characteristic EBV-cancer gene deletion that shifts metabolism to favor tumors was also found in breast cancers. These changes push breast cancer into metastasis and then favor survival of metastatic cells. Conclusions EBV infection predisposes one to breast cancer and metastasis, even if the virus disappears. Identifying this pathogenic viral damage may improve screening, treatment, and prevention. Immunizing children against EBV may protect against breast, ovarian, other cancers, and potentially even chronic unexplained diseases.
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Affiliation(s)
- Bernard Friedenson
- Department of Biochemistry and Medical Genetics, Cancer Center, University of Illinois Chicago, 900 s Ashland, Chicago, IL, 60617, United States, 1 8479124216
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18
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Zhang Y, Yuan X. Minimal residue disease detection in early-stage breast cancer: a review. Mol Biol Rep 2025; 52:106. [PMID: 39777588 DOI: 10.1007/s11033-024-10198-0] [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: 11/20/2024] [Accepted: 12/20/2024] [Indexed: 01/11/2025]
Abstract
Over the past five years, circulating tumor DNA (ctDNA) testing has emerged as a game-changer in cancer research, serving as a less invasive and highly sensitive method to monitor tumor dynamics. CtDNA testing has a wide range of potential applications in breast cancer (BC) management, including diagnosis, monitoring treatment responses, identifying resistance mutations, predicting prognosis, and detecting future relapses. In this review, we focus on the prognostic and predictive value of ctDNA testing for BC in both neoadjuvant and adjuvant settings. We also examine the rationale behind mainstream minimal residue disease (MRD) tracking methods and highlight key considerations for successful MRD testing. Clinical evidence has shown that ctDNA-based MRD testing can accurately detect molecular relapse 8-12 months before clinical relapse in early-stage BC. Compared to advanced-stage BC, detecting ctDNA in early-stage BC is more challenging and requires ultra-sensitive testing methods due to the low levels of ctDNA released into the bloodstream, particularly in post-surgical settings, after effective neoadjuvant chemotherapy, and in late adjuvant settings that require longer follow-up. Therefore, future efforts are needed to generate additional clinical evidence in these settings to support the clinical utility and widespread adoption of ctDNA-based MRD testing.
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Affiliation(s)
- Yuan Zhang
- College of Art and Science, Northeast Agricultural University, Changjiang Road No. 600, Harbin, 150030, China
- Shuwen Biotech Co., Ltd., Moganshan National High tech Zone, Building 3, No. 333, Changhong Middle Street, Deqing, China
| | - Xiaoying Yuan
- Shuwen Biotech Co., Ltd., Moganshan National High tech Zone, Building 3, No. 333, Changhong Middle Street, Deqing, China.
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19
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Kuett L, Bollhagen A, Tietscher S, Sobottka B, Eling N, Varga Z, Moch H, de Souza N, Bodenmiller B. Distant Metastases of Breast Cancer Resemble Primary Tumors in Cancer Cell Composition but Differ in Immune Cell Phenotypes. Cancer Res 2025; 85:15-31. [PMID: 39437149 DOI: 10.1158/0008-5472.can-24-1211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 07/02/2024] [Accepted: 10/15/2024] [Indexed: 10/25/2024]
Abstract
Breast cancer is the most commonly diagnosed cancer in women, with distant metastasis being the main cause of breast cancer-related deaths. Elucidating the changes in the tumor and immune ecosystems that are associated with metastatic disease is essential to improve understanding and ultimately treatment of metastasis. Here, we developed an in-depth, spatially resolved single-cell atlas of the phenotypic diversity of tumor and immune cells in primary human breast tumors and matched distant metastases, using imaging mass cytometry to analyze a total of 75 unique antibody targets. Although the same tumor cell phenotypes were typically present in primary tumors and metastatic sites, suggesting a strong founder effect of the primary tumor, their proportions varied between matched samples. Notably, the metastatic site did not influence tumor phenotype composition, except for the brain. Metastatic sites exhibited a lower number of immune cells overall but had a higher proportion of myeloid cells as well as exhausted and cytotoxic T cells. Myeloid cells showed distinct tissue-specific compositional signatures and increased presence of potentially matrix remodeling phenotypes in metastatic sites. This analysis of tumor and immune cell phenotypic composition of metastatic breast cancer highlights the heterogeneity of the disease within patients and across distant metastatic sites, indicating myeloid cells as the predominant immune modulators that could potentially be targeted at these sites. Significance: Multiplex imaging analysis of matched primary and metastatic breast tumors provides a phenotypic and spatial map of tumor microenvironments, revealing similar compositions of cancer cells and divergent immunologic features between matched samples.
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Affiliation(s)
- Laura Kuett
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
- Life Science Zurich Graduate School, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Alina Bollhagen
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
- Life Science Zurich Graduate School, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Sandra Tietscher
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
- Life Science Zurich Graduate School, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Bettina Sobottka
- Department of Pathology and Molecular Pathology, University and University Hospital Zurich, Zurich, Switzerland
| | - Nils Eling
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
| | - Zsuzsanna Varga
- Department of Pathology and Molecular Pathology, University and University Hospital Zurich, Zurich, Switzerland
| | - Holger Moch
- Department of Pathology and Molecular Pathology, University and University Hospital Zurich, Zurich, Switzerland
| | - Natalie de Souza
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | - Bernd Bodenmiller
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
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20
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Agnoletto A, Brisken C. Hormone Signaling in Breast Development and Cancer. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2025; 1464:279-307. [PMID: 39821031 DOI: 10.1007/978-3-031-70875-6_15] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2025]
Abstract
Hormones control normal breast development and function. They also impinge on breast cancer (BC) development and disease progression in direct and indirect ways. The major ovarian hormones, estrogens and progesterone, have long been established as key regulators of mammary gland development in rodents and linked to human disease. However, their roles have been difficult to disentangle because they act on multiple tissues and can act directly and indirectly on different cell types in the breast, and their receptors interact at different levels within the target cell. Estrogens are well-recognized drivers of estrogen receptor-positive (ER+) breast cancers, and the ER is successfully targeted in ER+ disease. The role of progesterone receptor (PR) as a potential target to be activated or inhibited is debated, and androgen receptor (AR) signaling has emerged as a potentially interesting pathway to target on the stage.In this chapter, we discuss hormone signaling in normal breast development and in cancer, with a specific focus on the key sex hormones: estrogen, progesterone, and testosterone. We will highlight the complexities of endocrine control mechanisms at the organismal, tissue, cellular, and molecular levels. As we delve into the mechanisms of action of hormone receptors, their interplay and their context-dependent roles in breast cancer will be discussed. Drawing insights from new preclinical models, we will describe the lessons learned and the current challenges in understanding hormone action in breast cancer.
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Affiliation(s)
- Andrea Agnoletto
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.
| | - Cathrin Brisken
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
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21
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Guo Z, Zhu Z, Lin X, Wang S, Wen Y, Wang L, Zhi L, Zhou J. Tumor microenvironment and immunotherapy for triple-negative breast cancer. Biomark Res 2024; 12:166. [PMID: 39741315 DOI: 10.1186/s40364-024-00714-6] [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: 10/16/2024] [Accepted: 12/20/2024] [Indexed: 01/02/2025] Open
Abstract
Triple-negative breast cancer (TNBC) is a subtype of breast cancer known for its high aggressiveness and poor prognosis. Conventional treatment of TNBC is challenging due to its heterogeneity and lack of clear targets. Recent advancements in immunotherapy have shown promise in treating TNBC, with immune checkpoint therapy playing a significant role in comprehensive treatment plans. The tumor microenvironment (TME), comprising immune cells, stromal cells, and various cytokines, plays a crucial role in TNBC progression and response to immunotherapy. The high presence of tumor-infiltrating lymphocytes and immune checkpoint proteins in TNBC indicates the potential of immunotherapeutic strategies. However, the complexity of the TME, while offering therapeutic targets, requires further exploration of its multiple roles in immunotherapy. In this review, we discuss the interaction mechanism between TME and TNBC immunotherapy based on the characteristics and composition of TME, and elaborate on and analyze the effect of TME on immunotherapy, the potential of TME as an immune target, and the ability of TME as a biomarker. Understanding these dynamics will offer new insights for enhancing therapeutic approaches and investigating stratification and prognostic markers for TNBC patients.
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Affiliation(s)
- Zijie Guo
- Department of Surgical Oncology, Affiliated Sir Run Shaw Hospital, Zhejiang University School of Medicine, No.3 East Qingchun Road, Hangzhou, 310016, Zhejiang, China
- Biomedical Research Center, Key Laboratory of Biotherapy of Zhejiang Province, Hangzhou, 310016, Zhejiang, China
| | - Ziyu Zhu
- Department of Surgical Oncology, Affiliated Sir Run Shaw Hospital, Zhejiang University School of Medicine, No.3 East Qingchun Road, Hangzhou, 310016, Zhejiang, China
- Biomedical Research Center, Key Laboratory of Biotherapy of Zhejiang Province, Hangzhou, 310016, Zhejiang, China
| | - Xixi Lin
- Department of Surgical Oncology, Affiliated Sir Run Shaw Hospital, Zhejiang University School of Medicine, No.3 East Qingchun Road, Hangzhou, 310016, Zhejiang, China
- Biomedical Research Center, Key Laboratory of Biotherapy of Zhejiang Province, Hangzhou, 310016, Zhejiang, China
| | - Shenkangle Wang
- Department of Surgical Oncology, Affiliated Sir Run Shaw Hospital, Zhejiang University School of Medicine, No.3 East Qingchun Road, Hangzhou, 310016, Zhejiang, China
- Biomedical Research Center, Key Laboratory of Biotherapy of Zhejiang Province, Hangzhou, 310016, Zhejiang, China
| | - Yihong Wen
- Biomedical Research Center, Key Laboratory of Biotherapy of Zhejiang Province, Hangzhou, 310016, Zhejiang, China
| | - Linbo Wang
- Department of Surgical Oncology, Affiliated Sir Run Shaw Hospital, Zhejiang University School of Medicine, No.3 East Qingchun Road, Hangzhou, 310016, Zhejiang, China.
- Biomedical Research Center, Key Laboratory of Biotherapy of Zhejiang Province, Hangzhou, 310016, Zhejiang, China.
| | - Lili Zhi
- Biomedical Research Center, Key Laboratory of Biotherapy of Zhejiang Province, Hangzhou, 310016, Zhejiang, China.
| | - Jichun Zhou
- Department of Surgical Oncology, Affiliated Sir Run Shaw Hospital, Zhejiang University School of Medicine, No.3 East Qingchun Road, Hangzhou, 310016, Zhejiang, China.
- Biomedical Research Center, Key Laboratory of Biotherapy of Zhejiang Province, Hangzhou, 310016, Zhejiang, China.
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22
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Giannoudis A, Sokol ES, Bhogal T, Ramkissoon SH, Razis ED, Bartsch R, Shaw JA, McGregor K, Clark A, Huang RSP, Palmieri C. Breast cancer brain metastases genomic profiling identifies alterations targetable by immune-checkpoint and PARP inhibitors. NPJ Precis Oncol 2024; 8:282. [PMID: 39706915 DOI: 10.1038/s41698-024-00761-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 11/11/2024] [Indexed: 12/23/2024] Open
Abstract
Understanding the genomic landscape of breast cancer brain metastases (BCBMs) is key to developing targeted treatments. In this study, targetable genomic profiling was performed on 822 BCBMs, 11,988 local breast cancer (BC) biopsies and 15,516 non-central nervous system (N-CNS) metastases (all unpaired samples) collected during the course of routine clinical care by Foundation Medicine Inc (Boston, MA). Clinically relevant genomic alterations were significantly enriched in BCBMs compared to local BCs and N-CNS metastases. Homologous recombination deficiency as measured by BRCA1/2 alteration prevalence and loss-of-heterozygosity and immune checkpoint inhibitor (ICI) biomarkers [Tumor mutation burden (TMB)-High, Microsatellite instability (MSI)-High, PD-L1/L2)] were significantly more prevalent in BCBM than local BC and N-CNS. High PD-L1 protein expression was observed in ER-negative/HER2-negative BCBMs (48.3% vs 50.0% in local BCs, 21.4% in N-CNS). Our data highlights that a high proportion of BCBMs are potentially amenable to treatment with targeted therapeutic agents including PARP inhibitors and ICIs.
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Affiliation(s)
- A Giannoudis
- Institute of Systems, Molecular and Integrative Biology, Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
| | - E S Sokol
- Foundation Medicine, Inc., Boston, MA, USA
| | - T Bhogal
- Institute of Systems, Molecular and Integrative Biology, Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
- The Clatterbridge Cancer Centre NHS Foundation Trust, Liverpool, UK
| | | | - E D Razis
- Hygeia Hospital, 3rd Oncology Department, Marousi, Athens, Greece
| | - R Bartsch
- Medical University of Vienna, Department of Medicine I, Division of Oncology, Vienna, Austria
| | - J A Shaw
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester, UK
| | - K McGregor
- Foundation Medicine, Inc., Boston, MA, USA
| | | | | | - C Palmieri
- Institute of Systems, Molecular and Integrative Biology, Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, UK.
- The Clatterbridge Cancer Centre NHS Foundation Trust, Liverpool, UK.
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23
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Xu G, Yu J, Lyu J, Zhan M, Xu J, Huang M, Zhao R, Li Y, Zhu J, Feng J, Tan S, Ran P, Su Z, Liu X, Zhao J, Zhang H, Xu C, Chang J, Hou Y, Ding C. Proteogenomic Landscape of Breast Ductal Carcinoma Reveals Tumor Progression Characteristics and Therapeutic Targets. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2401041. [PMID: 39418072 PMCID: PMC11633542 DOI: 10.1002/advs.202401041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Revised: 09/04/2024] [Indexed: 10/19/2024]
Abstract
Multi-omics studies of breast ductal carcinoma (BRDC) have advanced the understanding of the disease's biology and accelerated targeted therapies. However, the temporal order of a series of biological events in the progression of BRDC is still poorly understood. A comprehensive proteogenomic analysis of 224 samples from 168 patients with malignant and benign breast diseases is carried out. Proteogenomic analysis reveals the characteristics of linear multi-step progression of BRDC, such as tumor protein P53 (TP53) mutation-associated estrogen receptor 1 (ESR1) overexpression is involved in the transition from ductal hyperplasia (DH) to ductal carcinoma in situ (DCIS). 6q21 amplification-associated nuclear receptor subfamily 3 group C member 1 (NR3C1) overexpression helps DCIS_Pure (pure DCIS, no histologic evidence of invasion) cells avoid immune destruction. The T-cell lymphoma invasion and metastasis 1, androgen receptor, and aldo-keto reductase family 1 member C1 (TIAM1-AR-AKR1C1) axis promotes cell invasion and migration in DCIS_adjIDC (DCIS regions of invasive cancers). In addition, AKR1C1 is identified as a potential therapeutic target and demonstrated the inhibitory effect of aspirin and dydrogesterone as its inhibitors on tumor cells. The integrative multi-omics analysis helps to understand the progression of BRDC and provides an opportunity to treat BRDC in different stages.
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Affiliation(s)
- Ganfei Xu
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Juan Yu
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Jiacheng Lyu
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Mengna Zhan
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Jie Xu
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Minjing Huang
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Rui Zhao
- Institute for Developmental and Regenerative Cardiovascular MedicineMOE‐Shanghai Key Laboratory of Children's Environmental HealthXinhua HospitalShanghai Jiao Tong University School of MedicineShanghai200092China
| | - Yan Li
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Jiajun Zhu
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Jinwen Feng
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Subei Tan
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Peng Ran
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Zhenghua Su
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Xinhua Liu
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Jianyuan Zhao
- Institute for Developmental and Regenerative Cardiovascular MedicineMOE‐Shanghai Key Laboratory of Children's Environmental HealthXinhua HospitalShanghai Jiao Tong University School of MedicineShanghai200092China
| | - Hongwei Zhang
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Chen Xu
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Jun Chang
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Yingyong Hou
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
| | - Chen Ding
- State Key Laboratory of Genetic EngineeringSchool of Life SciencesHuman Phenome InstituteDepartment of PathologyZhongshan Hospital, Fudan UniversityShanghai200433China
- Departments of Cancer Research InstituteAffiliated Cancer Hospital of Xinjiang Medical UniversityXinjiang Key Laboratory of Translational Biomedical EngineeringUrumqi830000P. R. China
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24
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Klughammer J, Abravanel DL, Segerstolpe Å, Blosser TR, Goltsev Y, Cui Y, Goodwin DR, Sinha A, Ashenberg O, Slyper M, Vigneau S, Jané-Valbuena J, Alon S, Caraccio C, Chen J, Cohen O, Cullen N, DelloStritto LK, Dionne D, Files J, Frangieh A, Helvie K, Hughes ME, Inga S, Kanodia A, Lako A, MacKichan C, Mages S, Moriel N, Murray E, Napolitano S, Nguyen K, Nitzan M, Ortiz R, Patel M, Pfaff KL, Porter CBM, Rotem A, Strauss S, Strasser R, Thorner AR, Turner M, Wakiro I, Waldman J, Wu J, Gómez Tejeda Zañudo J, Zhang D, Lin NU, Tolaney SM, Winer EP, Boyden ES, Chen F, Nolan GP, Rodig SJ, Zhuang X, Rozenblatt-Rosen O, Johnson BE, Regev A, Wagle N. A multi-modal single-cell and spatial expression map of metastatic breast cancer biopsies across clinicopathological features. Nat Med 2024; 30:3236-3249. [PMID: 39478111 PMCID: PMC11564109 DOI: 10.1038/s41591-024-03215-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 07/25/2024] [Indexed: 11/16/2024]
Abstract
Although metastatic disease is the leading cause of cancer-related deaths, its tumor microenvironment remains poorly characterized due to technical and biospecimen limitations. In this study, we assembled a multi-modal spatial and cellular map of 67 tumor biopsies from 60 patients with metastatic breast cancer across diverse clinicopathological features and nine anatomic sites with detailed clinical annotations. We combined single-cell or single-nucleus RNA sequencing for all biopsies with a panel of four spatial expression assays (Slide-seq, MERFISH, ExSeq and CODEX) and H&E staining of consecutive serial sections from up to 15 of these biopsies. We leveraged the coupled measurements to provide reference points for the utility and integration of different experimental techniques and used them to assess variability in cell type composition and expression as well as emerging spatial expression characteristics across clinicopathological and methodological diversity. Finally, we assessed spatial expression and co-localization features of macrophage populations, characterized three distinct spatial phenotypes of epithelial-to-mesenchymal transition and identified expression programs associated with local T cell infiltration versus exclusion, showcasing the potential of clinically relevant discovery in such maps.
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Affiliation(s)
- Johanna Klughammer
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA.
- Gene Center and Department of Biochemistry, Ludwig Maximilians Universität München, Munich, Germany.
| | - Daniel L Abravanel
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| | - Åsa Segerstolpe
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Timothy R Blosser
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
| | - Yury Goltsev
- Baxter Laboratory in Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Yi Cui
- Department of Media Arts and Sciences, McGovern Institute, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Daniel R Goodwin
- Department of Media Arts and Sciences, McGovern Institute, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Anubhav Sinha
- Department of Media Arts and Sciences, McGovern Institute, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Orr Ashenberg
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Michal Slyper
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Sébastien Vigneau
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Judit Jané-Valbuena
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Shahar Alon
- Department of Media Arts and Sciences, McGovern Institute, Massachusetts Institute of Technology, Cambridge, MA, USA
- Faculty of Engineering, Gonda Brain Research Center and Institute of Nanotechnology, Bar-Ilan University, Ramat Gan, Israel
| | - Chiara Caraccio
- Baxter Laboratory in Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Judy Chen
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Ofir Cohen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Microbiology, Immunology and Genetics, Faculty of Health Sciences, Ben-Guiron University, Beersheba, Israel
| | - Nicole Cullen
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Danielle Dionne
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Janet Files
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Allison Frangieh
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Karla Helvie
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Melissa E Hughes
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Stephanie Inga
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Abhay Kanodia
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Ana Lako
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Colin MacKichan
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Simon Mages
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Gene Center and Department of Biochemistry, Ludwig Maximilians Universität München, Munich, Germany
| | - Noa Moriel
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Evan Murray
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Sara Napolitano
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kyleen Nguyen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mor Nitzan
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem, Israel
- Racah Institute of Physics, The Hebrew University of Jerusalem, Jerusalem, Israel
- Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Rebecca Ortiz
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Miraj Patel
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kathleen L Pfaff
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Caroline B M Porter
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Asaf Rotem
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
- AstraZeneca R&D, Boston, MA, USA
| | - Sarah Strauss
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Robert Strasser
- Gene Center and Department of Biochemistry, Ludwig Maximilians Universität München, Munich, Germany
| | - Aaron R Thorner
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Madison Turner
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Microbiology, Immunology, and Cancer Biology, University of Virginia, Charlottesville, VA, USA
| | - Isaac Wakiro
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Julia Waldman
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Jingyi Wu
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Jorge Gómez Tejeda Zañudo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Diane Zhang
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Nancy U Lin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Sara M Tolaney
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Eric P Winer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Edward S Boyden
- Department of Media Arts and Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Biology, Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
- K. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Fei Chen
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA
| | - Garry P Nolan
- Baxter Laboratory in Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Scott J Rodig
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
- Department of Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Xiaowei Zhuang
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
- Department of Physics, Harvard University, Cambridge, MA, USA
| | - Orit Rozenblatt-Rosen
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Genentech, Inc., South San Francisco, CA, USA
| | - Bruce E Johnson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Aviv Regev
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA.
- Genentech, Inc., South San Francisco, CA, USA.
| | - Nikhil Wagle
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA.
- Broad Institute of Harvard and MIT, Cambridge, MA, USA.
- Genentech, Inc., South San Francisco, CA, USA.
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25
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Liu Y, Zou Y, Ye Y, Chen Y. Advances in the Understanding of the Pathogenesis of Triple-Negative Breast Cancer. Cancer Med 2024; 13:e70410. [PMID: 39558881 PMCID: PMC11574469 DOI: 10.1002/cam4.70410] [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: 09/02/2024] [Revised: 10/24/2024] [Accepted: 10/30/2024] [Indexed: 11/20/2024] Open
Abstract
BACKGROUND Triple-negative breast cancer (TNBC) is a heterogeneous disease characterized by high aggressiveness, high malignancy, and poor prognosis compared to other breast cancer subtypes. OBJECTIVE This review aims to explore recent advances in understanding TNBC and to provide new insights and potential references for clinical treatment. METHODS We examined current literature on TNBC to analyze molecular subtypes, genetic mutations, signaling pathways, mechanisms of drug resistance, and emerging therapies. RESULTS Findings highlight key aspects of TNBC's molecular subtypes, relevant mutations, and pathways, alongside emerging treatments that target drug resistance mechanisms. CONCLUSION These insights into TNBC pathogenesis may help guide future therapeutic strategies and improve clinical outcomes for patients with TNBC.
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Affiliation(s)
- Yuhan Liu
- School of Clinical MedicineShandong Second Medical UniversityWeifangChina
| | - Yuhan Zou
- School of Clinical MedicineShandong Second Medical UniversityWeifangChina
| | - Yangli Ye
- College of Life Sciences and TechnologyShandong Second Medical UniversityWeifangChina
| | - Yong Chen
- Key Laboratory of Immune Microenvironment and Inflammatory Disease Research in Universities of Shandong Province, School of Basic Medical SciencesShandong Second Medical UniversityWeifangChina
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26
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Cruceriu D, Balacescu L, Baldasici O, Gaal OI, Balacescu O, Russom A, Irimia D, Tudoran O. Gene expression-phenotype association study reveals the dual role of TNF-α/TNFR1 signaling axis in confined breast cancer cell migration. Life Sci 2024; 354:122982. [PMID: 39151886 DOI: 10.1016/j.lfs.2024.122982] [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: 04/29/2024] [Revised: 08/06/2024] [Accepted: 08/12/2024] [Indexed: 08/19/2024]
Abstract
AIMS While enhanced tumor cell migration is a key process in the tumor dissemination, mechanistic insights into causal relationships between tumor cells and mechanical confinement are still limited. Here we combine the use of microfluidic platforms to characterize confined cell migration with genomic tools to systematically unravel the global signaling landscape associated with the migratory phenotype of breast cancer (BC) cells. METERIALS AND METHODS The spontaneous migration capacity of seven BC cell lines was evaluated in 3D microfluidic devices and their migration capacity was correlated with publicly available molecular signatures. The role of identified signaling pathways on regulating BC migration capacity was determined by receptor stimulation through ligand binding or inhibition through siRNA silencing. Downstream effects on cell migration were evaluated in microfluidic devices, while the molecular changes were monitored by RT-qPCR. KEY FINDINGS Expression of 715 genes was correlated with BC cells migratory phenotype, revealing TNF-α as one of the top upstream regulators. Signal transduction experiments revealed that TNF-α stimulates the confined migration of triple negative, mesenchymal-like BC cells that are also characterized by high TNFR1 expression, but inhibits the migration of epithelial-like cells with low TNFR1 expression. TNFR1 was strongly associated with the migration capacity and triple-negative, mesenchymal phenotype. Downstream of TNF/TNFR1 signaling, transcriptional regulation of NFKB seems to be important in driving cell migration in confined spaces. SIGNIFICANCE TNF-α/TNFR1 signaling axis reveals as a key player in driving BC cells confined migration, emerging as a promising therapeutic strategy in targeting dissemination and metastasis of triple negative, mesenchymal BC cells.
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Affiliation(s)
- Daniel Cruceriu
- The Oncology Institute "Prof. Dr. Ion Chiricuta", Department of Genetics, Genomics and Experimental Pathology, 34-36 Republicii Street, Cluj-Napoca, Romania; "Babes-Bolyai" University, Department of Molecular Biology and Biotechnology, 1 Mihail Kogalniceanu Street, Cluj-Napoca, Romania.
| | - Loredana Balacescu
- The Oncology Institute "Prof. Dr. Ion Chiricuta", Department of Genetics, Genomics and Experimental Pathology, 34-36 Republicii Street, Cluj-Napoca, Romania.
| | - Oana Baldasici
- The Oncology Institute "Prof. Dr. Ion Chiricuta", Department of Genetics, Genomics and Experimental Pathology, 34-36 Republicii Street, Cluj-Napoca, Romania.
| | - Orsolya Ildiko Gaal
- The Oncology Institute "Prof. Dr. Ion Chiricuta", Department of Genetics, Genomics and Experimental Pathology, 34-36 Republicii Street, Cluj-Napoca, Romania; Iuliu Hațieganu University of Medicine and Pharmacy, Department of Medical Genetics, 8 Victor Babes Street, Cluj-Napoca, Romania.
| | - Ovidiu Balacescu
- The Oncology Institute "Prof. Dr. Ion Chiricuta", Department of Genetics, Genomics and Experimental Pathology, 34-36 Republicii Street, Cluj-Napoca, Romania.
| | - Aman Russom
- KTH Royal Institute of Technology, Division of Nanobiotechnology, Department of Protein Science, Science for Life Laboratory, Tomtebodavägen 23a 171 65, Solna, Sweden.
| | - Daniel Irimia
- Harvard Medical School, Center for Engineering in Medicine and Surgery, Department of Surgery, 51 Blossom Street, Boston, MA, United States of America.
| | - Oana Tudoran
- The Oncology Institute "Prof. Dr. Ion Chiricuta", Department of Genetics, Genomics and Experimental Pathology, 34-36 Republicii Street, Cluj-Napoca, Romania; KTH Royal Institute of Technology, Division of Nanobiotechnology, Department of Protein Science, Science for Life Laboratory, Tomtebodavägen 23a 171 65, Solna, Sweden.
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27
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Shu Y, Li B, Ma H, Liu J, Cheng YY, Li X, Liu T, Yang C, Ma X, Song K. Three-dimensional breast cancer tumor models based on natural hydrogels: a review. J Zhejiang Univ Sci B 2024; 25:736-755. [PMID: 39308065 PMCID: PMC11422793 DOI: 10.1631/jzus.b2300840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2024]
Abstract
Breast cancer is the most common cancer in women and one of the deadliest cancers worldwide. According to the distribution of tumor tissue, breast cancer can be divided into invasive and non-invasive forms. The cancer cells in invasive breast cancer pass through the breast and through the immune system or systemic circulation to different parts of the body, forming metastatic breast cancer. Drug resistance and distant metastasis are the main causes of death from breast cancer. Research on breast cancer has attracted extensive attention from researchers. In vitro construction of tumor models by tissue engineering methods is a common tool for studying cancer mechanisms and anticancer drug screening. The tumor microenvironment consists of cancer cells and various types of stromal cells, including fibroblasts, endothelial cells, mesenchymal cells, and immune cells embedded in the extracellular matrix. The extracellular matrix contains fibrin proteins (such as types I, II, III, IV, VI, and X collagen and elastin) and glycoproteins (such as proteoglycan, laminin, and fibronectin), which are involved in cell signaling and binding of growth factors. The current traditional two-dimensional (2D) tumor models are limited by the growth environment and often cannot accurately reproduce the heterogeneity and complexity of tumor tissues in vivo. Therefore, in recent years, research on three-dimensional (3D) tumor models has gradually increased, especially 3D bioprinting models with high precision and repeatability. Compared with a 2D model, the 3D environment can better simulate the complex extracellular matrix components and structures in the tumor microenvironment. Three-dimensional models are often used as a bridge between 2D cellular level experiments and animal experiments. Acellular matrix, gelatin, sodium alginate, and other natural materials are widely used in the construction of tumor models because of their excellent biocompatibility and non-immune rejection. Here, we review various natural scaffold materials and construction methods involved in 3D tissue-engineered tumor models, as a reference for research in the field of breast cancer.
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Affiliation(s)
- Yan Shu
- State Key Laboratory of Fine Chemicals, Dalian R&D Center for Stem Cell and Tissue Engineering, Dalian University of Technology, Dalian 116024, China
| | - Bing Li
- State Key Laboratory of Fine Chemicals, Dalian R&D Center for Stem Cell and Tissue Engineering, Dalian University of Technology, Dalian 116024, China
| | - Hailin Ma
- State Key Laboratory of Fine Chemicals, Dalian R&D Center for Stem Cell and Tissue Engineering, Dalian University of Technology, Dalian 116024, China
| | - Jiaqi Liu
- State Key Laboratory of Fine Chemicals, Dalian R&D Center for Stem Cell and Tissue Engineering, Dalian University of Technology, Dalian 116024, China
| | - Yuen Yee Cheng
- Institute for Biomedical Materials and Devices, Faculty of Science, University of Technology Sydney, NSW 2007, Australia
| | - Xiangqin Li
- State Key Laboratory of Fine Chemicals, Dalian R&D Center for Stem Cell and Tissue Engineering, Dalian University of Technology, Dalian 116024, China
| | - Tianqing Liu
- State Key Laboratory of Fine Chemicals, Dalian R&D Center for Stem Cell and Tissue Engineering, Dalian University of Technology, Dalian 116024, China
| | - Chuwei Yang
- Emergency Center, the Second Hospital of Dalian Medical University, Dalian 116023, China. ,
| | - Xiao Ma
- Department of Anesthesia, the First Affiliated Hospital of Dalian Medical University, Dalian 116011, China. ,
| | - Kedong Song
- State Key Laboratory of Fine Chemicals, Dalian R&D Center for Stem Cell and Tissue Engineering, Dalian University of Technology, Dalian 116024, China.
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28
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Stinson JA, Barbosa MMP, Sheen A, Momin N, Fink E, Hampel J, Selting KA, Kamerer RL, Bailey KL, Wittrup KD, Fan TM. Tumor-Localized Interleukin-2 and Interleukin-12 Combine with Radiation Therapy to Safely Potentiate Regression of Advanced Malignant Melanoma in Pet Dogs. Clin Cancer Res 2024; 30:4029-4043. [PMID: 38980919 PMCID: PMC11398984 DOI: 10.1158/1078-0432.ccr-24-0861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 05/08/2024] [Accepted: 07/03/2024] [Indexed: 07/11/2024]
Abstract
PURPOSE Cytokines IL2 and IL12 exhibit potent anticancer activity but suffer a narrow therapeutic window due to off-tumor immune cell activation. Engineering cytokines with the ability to bind and associate with tumor collagen after intratumoral injection potentiated response without toxicity in mice and was previously safe in pet dogs with sarcoma. Here, we sought to test the efficacy of this approach in dogs with advanced melanoma. PATIENTS AND METHODS This study examined 15 client-owned dogs with histologically or cytologically confirmed malignant melanoma that received a single 9-Gy fraction of radiotherapy, followed by six cycles of combined collagen-anchored IL2 and IL12 therapy every 2 weeks. Cytokine dosing followed a 3 + 3 dose escalation design, with the initial cytokine dose chosen from prior evaluation in canine sarcomas. No exclusion criteria for tumor stage or metastatic burden, age, weight, or neuter status were applied for this trial. RESULTS Median survival regardless of the tumor stage or dose level was 256 days, and 10/13 (76.9%) dogs that completed treatment had CT-measured tumor regression at the treated lesion. In dogs with metastatic disease, 8/13 (61.5%) had partial responses across their combined lesions, which is evidence of locoregional response. Profiling by NanoString of treatment-resistant dogs revealed that B2m loss was predictive of poor response to this therapy. CONCLUSIONS Collectively, these results confirm the ability of locally administered tumor-anchored cytokines to potentiate responses at regional disease sites when combined with radiation. This evidence supports the clinical translation of this approach and highlights the utility of comparative investigation in canine cancers.
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Affiliation(s)
- Jordan A. Stinson
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
| | | | - Allison Sheen
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
| | - Noor Momin
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
| | - Elizabeth Fink
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA
| | - Jordan Hampel
- Department of Veterinary Clinical Medicine, University of Illinois at Urbana-Champaign, Urbana, IL
| | - Kim A. Selting
- Department of Veterinary Clinical Medicine, University of Illinois at Urbana-Champaign, Urbana, IL
| | - Rebecca L. Kamerer
- Department of Veterinary Clinical Medicine, University of Illinois at Urbana-Champaign, Urbana, IL
| | | | - K. Dane Wittrup
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA
| | - Timothy M. Fan
- Department of Veterinary Clinical Medicine, University of Illinois at Urbana-Champaign, Urbana, IL
- Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, IL
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29
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Kinnersley B, Sud A, Everall A, Cornish AJ, Chubb D, Culliford R, Gruber AJ, Lärkeryd A, Mitsopoulos C, Wedge D, Houlston R. Analysis of 10,478 cancer genomes identifies candidate driver genes and opportunities for precision oncology. Nat Genet 2024; 56:1868-1877. [PMID: 38890488 PMCID: PMC11387197 DOI: 10.1038/s41588-024-01785-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 05/01/2024] [Indexed: 06/20/2024]
Abstract
Tumor genomic profiling is increasingly seen as a prerequisite to guide the treatment of patients with cancer. To explore the value of whole-genome sequencing (WGS) in broadening the scope of cancers potentially amenable to a precision therapy, we analysed whole-genome sequencing data on 10,478 patients spanning 35 cancer types recruited to the UK 100,000 Genomes Project. We identified 330 candidate driver genes, including 74 that are new to any cancer. We estimate that approximately 55% of patients studied harbor at least one clinically relevant mutation, predicting either sensitivity or resistance to certain treatments or clinical trial eligibility. By performing computational chemogenomic analysis of cancer mutations we identify additional targets for compounds that represent attractive candidates for future clinical trials. This study represents one of the most comprehensive efforts thus far to identify cancer driver genes in the real world setting and assess their impact on informing precision oncology.
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Affiliation(s)
- Ben Kinnersley
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
- University College London Cancer Institute, University College London, London, UK
| | - Amit Sud
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Centre for Immuno-Oncology, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Andrew Everall
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Alex J Cornish
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Daniel Chubb
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Richard Culliford
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Andreas J Gruber
- Systems Biology & Biomedical Data Science Laboratory, University of Konstanz, Konstanz, Germany
| | - Adrian Lärkeryd
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Costas Mitsopoulos
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - David Wedge
- Manchester Cancer Research Centre, University of Manchester, Manchester, UK
| | - Richard Houlston
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK.
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30
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Singh SK, Weigel C, Brown RDR, Green CD, Tuck C, Salvemini D, Spiegel S. FTY720/Fingolimod mitigates paclitaxel-induced Sparcl1-driven neuropathic pain and breast cancer progression. FASEB J 2024; 38:e23872. [PMID: 39126272 DOI: 10.1096/fj.202401277r] [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: 06/05/2024] [Revised: 07/17/2024] [Accepted: 07/26/2024] [Indexed: 08/12/2024]
Abstract
Paclitaxel is among the most active chemotherapy drugs for the aggressive triple negative breast cancer (TNBC). Unfortunately, it often induces painful peripheral neuropathy (CIPN), a major debilitating side effect. Here we demonstrate that in naive and breast tumor-bearing immunocompetent mice, a clinically relevant dose of FTY720/Fingolimod that targets sphingosine-1-phosphate receptor 1 (S1PR1), alleviated paclitaxel-induced neuropathic pain. FTY720 also significantly attenuated paclitaxel-stimulated glial fibrillary acidic protein (GFAP), a marker for activated astrocytes, and expression of the astrocyte-secreted synaptogenic protein Sparcl1/Hevin, a key regulator of synapse formation. Notably, the formation of excitatory synapses containing VGluT2 in the spinal cord dorsal horn induced by paclitaxel was also inhibited by FTY720 treatment, supporting the involvement of astrocytes and Sparcl1 in CIPN. Furthermore, in this TNBC mouse model that mimics human breast cancer, FTY720 administration also enhanced the anti-tumor effects of paclitaxel, leading to reduced tumor progression and lung metastasis. Taken together, our findings suggest that targeting the S1P/S1PR1 axis with FTY720 is a multipronged approach that holds promise as a therapeutic strategy for alleviating both CIPN and enhancing the efficacy of chemotherapy in TNBC treatment.
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Affiliation(s)
- Sandeep K Singh
- Department of Biochemistry and Molecular Biology, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Cynthia Weigel
- Department of Biochemistry and Molecular Biology, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Ryan D R Brown
- Department of Biochemistry and Molecular Biology, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Christopher D Green
- Department of Biochemistry and Molecular Biology, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Connor Tuck
- Department of Biochemistry and Molecular Biology, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Daniela Salvemini
- Department of Pharmacology and Physiology School of Medicine and Institute for Translational Neuroscience, Saint Louis University, St. Louis, Missouri, USA
| | - Sarah Spiegel
- Department of Biochemistry and Molecular Biology, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
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31
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Soltani Irdmusa N, Bashi Zadeh Fakhar H, Heshmati M, Akbari ME, Rahimi S. Comparison of BRCA1 Gene Expression and CA15-3 Tumor Marker Level in Different Stages of Breast Cancer. Breast J 2024; 2024:3461694. [PMID: 39742378 PMCID: PMC11333139 DOI: 10.1155/2024/3461694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 07/04/2024] [Accepted: 07/11/2024] [Indexed: 01/03/2025]
Abstract
Breast cancer (BC), a globally prevalent malignancy, shows significant variability in incidence across different geographical regions. In this study, we examined the expression of the tumor suppressor gene BRCA1 and the tumor marker CA15-3 in women diagnosed with BC, focusing on different cancer grades. Our research, conducted at the Baqiyat Elah Hospital in Tehran in 2021, involved collecting blood and serum samples from BC patients. These samples underwent BRCA1 gene expression analysis and CA15-3 tumor marker assessment. Using the AJCC grading system, we categorized BC patients into various grades. Our findings revealed that BRCA1 gene expression was present in 28.57% of patients, while 71.43% showed negative expression. Both BRCA1 expression and CA15-3 levels significantly increased with advanced cancer stages (P < 0.001). These results suggest the potential utility of BRCA1 gene expression and CA15-3 tumor marker assessment in BC prognosis and management, particularly concerning staging and disease progression. This study provides valuable insights into the biology of BC and the development of prognostic markers for improved patient outcomes.
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Affiliation(s)
- Negar Soltani Irdmusa
- Department of Cell and Molecular SciencesFaculty of Advanced Sciences and TechnologyTehran Medical ScienceIslamic Azad University, Tehran, Iran
| | | | - Masoumeh Heshmati
- Department of Cell and Molecular SciencesFaculty of Advanced Sciences and TechnologyTehran Medical ScienceIslamic Azad University, Tehran, Iran
| | | | - Sara Rahimi
- Department of Cell and Molecular SciencesFaculty of Advanced Sciences and TechnologyTehran Medical ScienceIslamic Azad University, Tehran, Iran
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32
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Lin H, Hassan Safdar M, Washburn S, S Akhand S, Dickerhoff J, Ayers M, Monteiro M, Solorio L, Yang D, Wendt MK. Fibroblast growth receptor 1 is regulated by G-quadruplex in metastatic breast cancer. Commun Biol 2024; 7:963. [PMID: 39122837 PMCID: PMC11316068 DOI: 10.1038/s42003-024-06602-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 07/18/2024] [Indexed: 08/12/2024] Open
Abstract
Limiting cellular plasticity is of key importance for the therapeutic targeting of metastatic breast cancer (MBC). Fibroblast growth receptor (FGFR) is a critical molecule in cellular plasticity and potent inhibitors of FGFR enzymatic activity have been developed, but kinase independent functions for this receptor also contribute to MBC progression. Herein, we evaluated several FGFR inhibitors and find that while FGFR-targeted kinase inhibitors are effective at blocking ligand-induced cell growth, dormant cells persist eventually giving rise to MBC progression. To more broadly target FGFR and cellular plasticity, we examined the FGFR1 proximal promoter, and found several sequences with potential to form G-quadruplex secondary structures. Circular dichroism was used to verify formation of G-quadruplex in the FGFR1 proximal promoter. Importantly, use of the clinical G-quadruplex-stabilizing compound, CX-5461, stabilized the FGFR1 G-quadruplex structures, blocked the transcriptional activity of the FGFR1 proximal promoter, decreased FGFR1 expression, and resulted in potent inhibition of pulmonary tumor formation. Overall, our findings suggest G-quadruplex-targeted compounds could be a potential therapeutic strategy to limit the cellular plasticity of FGFR1 overexpressing MBC.
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Affiliation(s)
- Hang Lin
- Borch Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
| | - Muhammad Hassan Safdar
- Borch Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
| | - Sarah Washburn
- Borch Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
| | - Saeed S Akhand
- Borch Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
| | - Jonathan Dickerhoff
- Borch Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
| | - Mitchell Ayers
- Borch Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
| | - Marvis Monteiro
- Borch Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
- Department of Internal Medicine, University of Iowa, Iowa City, IA, USA
| | - Luis Solorio
- Purdue Institute for Cancer Research, Purdue University, West Lafayette, IN, USA
- Department of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Danzhou Yang
- Borch Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA.
- Purdue Institute for Cancer Research, Purdue University, West Lafayette, IN, USA.
- Department of Chemistry, Purdue University, West Lafayette, IN, USA.
| | - Michael K Wendt
- Borch Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA.
- Purdue Institute for Cancer Research, Purdue University, West Lafayette, IN, USA.
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA, USA.
- Department of Internal Medicine, University of Iowa, Iowa City, IA, USA.
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33
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Nathanson SD, Dieterich LC, Zhang XHF, Chitale DA, Pusztai L, Reynaud E, Wu YH, Ríos-Hoyo A. Associations amongst genes, molecules, cells, and organs in breast cancer metastasis. Clin Exp Metastasis 2024; 41:417-437. [PMID: 37688650 DOI: 10.1007/s10585-023-10230-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 08/18/2023] [Indexed: 09/11/2023]
Abstract
This paper is a cross fertilization of ideas about the importance of molecular aspects of breast cancer metastasis by basic scientists, a pathologist, and clinical oncologists at the Henry Ford Health symposium. We address four major topics: (i) the complex roles of lymphatic endothelial cells and the molecules that stimulate them to enhance lymph node and systemic metastasis and influence the anti-tumor immunity that might inhibit metastasis; (ii) the interaction of molecules and cells when breast cancer spreads to bone, and how bone metastases may themselves spread to internal viscera; (iii) how molecular expression and morphologic subtypes of breast cancer assist clinicians in determining which patients to treat with more or less aggressive therapies; (iv) how the outcomes of patients with oligometastases in breast cancer are different from those with multiple metastases and how that could justify the aggressive treatment of these patients with the hope of cure.
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Affiliation(s)
- S David Nathanson
- Department of Surgery, Henry Ford Health, 2799 W. Grand Blvd, Detroit, MI, 48202, USA.
- Cancer Center, Henry Ford Health, Detroit, MI, USA.
| | - Lothar C Dieterich
- European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Mannheim, Germany
| | - Xiang H-F Zhang
- Lester and Sue Smith Breast Center, Dan L. Duncan Cancer Center, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | | | - Lajos Pusztai
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut, USA
| | - Emma Reynaud
- European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Mannheim, Germany
| | - Yi-Hsuan Wu
- Lester and Sue Smith Breast Center, Dan L. Duncan Cancer Center, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
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Shahrouzi P, Forouz F, Mathelier A, Kristensen VN, Duijf PHG. Copy number alterations: a catastrophic orchestration of the breast cancer genome. Trends Mol Med 2024; 30:750-764. [PMID: 38772764 DOI: 10.1016/j.molmed.2024.04.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 04/12/2024] [Accepted: 04/26/2024] [Indexed: 05/23/2024]
Abstract
Breast cancer (BCa) is a prevalent malignancy that predominantly affects women around the world. Somatic copy number alterations (CNAs) are tumor-specific amplifications or deletions of DNA segments that often drive BCa development and therapy resistance. Hence, the complex patterns of CNAs complement BCa classification systems. In addition, understanding the precise contributions of CNAs is essential for tailoring personalized treatment approaches. This review highlights how tumor evolution drives the acquisition of CNAs, which in turn shape the genomic landscapes of BCas. It also discusses advanced methodologies for identifying recurrent CNAs, studying CNAs in BCa and their clinical impact.
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Affiliation(s)
- Parastoo Shahrouzi
- Department of Medical Genetics, Institute of Basic Medical Science, Faculty of Medicine, University of Oslo and Oslo University Hospital, Oslo, Norway.
| | - Farzaneh Forouz
- School of Pharmacy, University of Queensland, Woolloongabba, Brisbane, Australia
| | - Anthony Mathelier
- Centre for Molecular Medicine Norway (NCMM), Nordic EMBL Partnership, University of Oslo, 0318 Oslo, Norway; Center for Bioinformatics, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway; Department of Medical Genetics, Institute of Clinical Medicine, University of Oslo and Oslo University Hospital, Oslo, Norway
| | - Vessela N Kristensen
- Department of Medical Genetics, Institute of Clinical Medicine, University of Oslo and Oslo University Hospital, Oslo, Norway; Division of Medicine, Department of Clinical Molecular Biology and Laboratory Science (EpiGen), Akershus University Hospital, Lørenskog, Norway; Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Pascal H G Duijf
- Department of Medical Genetics, Institute of Clinical Medicine, University of Oslo and Oslo University Hospital, Oslo, Norway; Centre for Cancer Biology, UniSA Clinical and Health Sciences, University of South Australia and SA Pathology, Adelaide, Australia.
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Sadique FL, Subramaiam H, Krishnappa P, Chellappan DK, Ma JH. Recent advances in breast cancer metastasis with special emphasis on metastasis to the brain. Pathol Res Pract 2024; 260:155378. [PMID: 38850880 DOI: 10.1016/j.prp.2024.155378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 05/28/2024] [Accepted: 05/28/2024] [Indexed: 06/10/2024]
Abstract
Understanding the underlying mechanisms of breast cancer metastasis is of vital importance for developing treatment approaches. This review emphasizes contemporary breakthrough studies with special focus on breast cancer brain metastasis. Acquired mutational changes in metastatic lesions are often distinct from the primary tumor, suggesting altered mutagenesis pathways. The concept of micrometastases and heterogeneity within the tumors unravels novel therapeutic targets at genomic and molecular levels through epigenetic and proteomic profiling. Several pre-clinical studies have identified mechanisms involving the immune system, where tumor associated macrophages are key players. Expression of cell proteins like Syndecan1, fatty acid-binding protein 7 and tropomyosin kinase receptor B have been implicated in aiding the transmigration of breast cancer cells to the brain. Changes in the proteomic landscape of the blood-brain-barrier show altered permeability characteristics, supporting entry of cancer cells. Findings from laboratory studies pave the path for the emergence of new biomarkers, especially blood-based miRNA and circulating tumor cell markers for prognostic staging. The constantly evolving therapeutics call for clinical trials backing supportive evidence of efficacies of both novel and existing approaches. The challenge lying ahead is discovering innovative techniques to replace use of human samples and optimize small-scale patient recruitment in trials.
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Affiliation(s)
- Fairooz Labiba Sadique
- Department of Biomedical Science, School of Health Sciences, International Medical University, Kuala Lumpur 57000, Malaysia
| | - Hemavathy Subramaiam
- Division of Pathology, School of Medicine, International Medical University, Kuala Lumpur 57000, Malaysia.
| | - Purushotham Krishnappa
- Division of Pathology, School of Medicine, International Medical University, Kuala Lumpur 57000, Malaysia
| | - Dinesh Kumar Chellappan
- Department of Life Sciences, School of Pharmacy, International Medical University, Kuala Lumpur 57000, Malaysia
| | - Jin Hao Ma
- School of Medicine, International Medical University, Kuala Lumpur 57000, Malaysia
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Foffano L, Vida R, Piacentini A, Molteni E, Cucciniello L, Da Ros L, Silvia B, Cereser L, Roncato R, Gerratana L, Puglisi F. Is ctDNA ready to outpace imaging in monitoring early and advanced breast cancer? Expert Rev Anticancer Ther 2024; 24:679-691. [PMID: 38855809 DOI: 10.1080/14737140.2024.2362173] [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: 01/06/2024] [Accepted: 05/28/2024] [Indexed: 06/11/2024]
Abstract
INTRODUCTION Circulating tumor DNA (ctDNA) and radiological imaging are increasingly recognized as crucial elements in breast cancer management. While radiology remains the cornerstone for screening and monitoring, ctDNA holds distinctive advantages in anticipating diagnosis, recurrence, or progression, providing concurrent biological insights complementary to imaging results. AREAS COVERED This review delves into the current evidence on the synergistic relationship between ctDNA and imaging in breast cancer. It presents data on the clinical validity and utility of ctDNA in both early and advanced settings, providing insights into emerging liquid biopsy techniques like epigenetics and fragmentomics. Simultaneously, it explores the present and future landscape of imaging methodologies, particularly focusing on radiomics. EXPERT OPINION Numerous are the current technical, strategic, and economic challenges preventing the clinical integration of ctDNA analysis in the breast cancer monitoring. Understanding these complexities and devising targeted strategies is pivotal to effectively embedding this methodology into personalized patient care.
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Affiliation(s)
- Lorenzo Foffano
- Department of Medicine, University of Udine, Udine, Italy
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Riccardo Vida
- Department of Medicine, University of Udine, Udine, Italy
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | | | - Elisabetta Molteni
- Department of Medicine, University of Udine, Udine, Italy
- Weill Cornell Medicine, Department of Medicine, Division of Hematology-Oncology, New York, NY, USA
| | - Linda Cucciniello
- Department of Medicine, University of Udine, Udine, Italy
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Lucia Da Ros
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Buriolla Silvia
- Department of Oncology, Santa Maria della Misericordia University Hospital, Azienda Sanitaria Universitaria Friuli Centrale (ASUFC), Udine, Italy
| | - Lorenzo Cereser
- Department of Medicine, University of Udine, Udine, Italy
- Azienda Sanitaria-Universitaria Friuli Centrale (ASUFC), University Hospital S. Maria della Misericordia, Udine, Italy
| | | | - Lorenzo Gerratana
- Department of Medicine, University of Udine, Udine, Italy
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Fabio Puglisi
- Department of Medicine, University of Udine, Udine, Italy
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
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Marazzi F, Masiello V, Orlandi A, Moschella F, Chiesa S, Di Leone A, Garufi G, Mazzarella C, Sanchez AM, Casa C, Bucaro A, De Lauretis F, Borghesan N, Tagliaferri L, Franceschini G, Bria E, Masetti R, Fabi A, Aristei C, Tortora G, Valentini V, Gambacorta MA. Outcomes of Radiotherapy in Oligoprogressive Breast Cancer. J Pers Med 2024; 14:805. [PMID: 39201997 PMCID: PMC11355129 DOI: 10.3390/jpm14080805] [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: 06/26/2024] [Revised: 07/23/2024] [Accepted: 07/24/2024] [Indexed: 09/03/2024] Open
Abstract
INTRODUCTION Radiotherapy (RT) shows potential for improving local control in cases of oligoprogressive metastatic breast cancer (mBC). This retrospective analysis aims to evaluate the advantages of RT in such a clinical scenario. METHODS We conducted a retrospective analysis including patients with mBC who received radiation therapy (RT) for up to three sites of oligoprogression while continuing systemic therapy. The study took place between January 2014 and December 2021. Our endpoints were progression-free survival after radiotherapy (PFS-AR), the rate of discontinuation of systemic therapy (RDT) at three months post-RT, and overall survival (OS). We used Cox regression analysis to perform multivariate analysis for PFS-AR. RESULTS Fifty-nine patients met the inclusion criteria. The PFS-AR was 13 months (95% CI 8.5-18.8 months). At three months, the RDT was 3% (two patients). A significant difference in median PFS-AR was observed between patients in the first + second-line group and those in the subsequent line group (p = 0.03). In the multivariate analysis conducted for PFS-AR, the biologically effective dose (BED) with α/β = 4 > 100 Gy emerged as the sole significant variable (p = 0.0017). The median overall survival (OS) was 24.4 months (95% CI 17-24.4 months). CONCLUSIONS This study is the first report on the outcomes of radiotherapy in a cohort of over 50 patients with oligoprogressive metastatic breast cancer (mBC). Our findings emphasize the significant relationship between PFS-AR, the number of ongoing lines of systemic therapy, and the BED of radiotherapy.
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Affiliation(s)
- Fabio Marazzi
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Radioterapia Oncologica, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, 00168 Rome, Italy; (F.M.); (V.M.); (S.C.); (C.M.); (C.C.); (L.T.); (V.V.); (M.A.G.)
| | - Valeria Masiello
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Radioterapia Oncologica, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, 00168 Rome, Italy; (F.M.); (V.M.); (S.C.); (C.M.); (C.C.); (L.T.); (V.V.); (M.A.G.)
| | - Armando Orlandi
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Oncologia Medica, Dipartimento di Scienze Mediche e Chirurgiche, 00168 Rome, Italy; (A.O.); (G.G.); (E.B.); (G.T.)
| | - Francesca Moschella
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Chirurgia Senologica, Dipartimento di Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, 00168 Rome, Italy; (F.M.); (A.D.L.); (A.B.); (F.D.L.); (N.B.); (G.F.); (R.M.)
| | - Silvia Chiesa
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Radioterapia Oncologica, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, 00168 Rome, Italy; (F.M.); (V.M.); (S.C.); (C.M.); (C.C.); (L.T.); (V.V.); (M.A.G.)
| | - Alba Di Leone
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Chirurgia Senologica, Dipartimento di Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, 00168 Rome, Italy; (F.M.); (A.D.L.); (A.B.); (F.D.L.); (N.B.); (G.F.); (R.M.)
| | - Giovanna Garufi
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Oncologia Medica, Dipartimento di Scienze Mediche e Chirurgiche, 00168 Rome, Italy; (A.O.); (G.G.); (E.B.); (G.T.)
| | - Ciro Mazzarella
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Radioterapia Oncologica, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, 00168 Rome, Italy; (F.M.); (V.M.); (S.C.); (C.M.); (C.C.); (L.T.); (V.V.); (M.A.G.)
| | - Alejandro M. Sanchez
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Chirurgia Senologica, Dipartimento di Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, 00168 Rome, Italy; (F.M.); (A.D.L.); (A.B.); (F.D.L.); (N.B.); (G.F.); (R.M.)
| | - Calogero Casa
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Radioterapia Oncologica, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, 00168 Rome, Italy; (F.M.); (V.M.); (S.C.); (C.M.); (C.C.); (L.T.); (V.V.); (M.A.G.)
| | - Angela Bucaro
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Chirurgia Senologica, Dipartimento di Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, 00168 Rome, Italy; (F.M.); (A.D.L.); (A.B.); (F.D.L.); (N.B.); (G.F.); (R.M.)
| | - Flavia De Lauretis
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Chirurgia Senologica, Dipartimento di Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, 00168 Rome, Italy; (F.M.); (A.D.L.); (A.B.); (F.D.L.); (N.B.); (G.F.); (R.M.)
| | - Niccolo Borghesan
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Chirurgia Senologica, Dipartimento di Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, 00168 Rome, Italy; (F.M.); (A.D.L.); (A.B.); (F.D.L.); (N.B.); (G.F.); (R.M.)
| | - Luca Tagliaferri
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Radioterapia Oncologica, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, 00168 Rome, Italy; (F.M.); (V.M.); (S.C.); (C.M.); (C.C.); (L.T.); (V.V.); (M.A.G.)
| | - Gianluca Franceschini
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Chirurgia Senologica, Dipartimento di Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, 00168 Rome, Italy; (F.M.); (A.D.L.); (A.B.); (F.D.L.); (N.B.); (G.F.); (R.M.)
- Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Emilio Bria
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Oncologia Medica, Dipartimento di Scienze Mediche e Chirurgiche, 00168 Rome, Italy; (A.O.); (G.G.); (E.B.); (G.T.)
- Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Riccardo Masetti
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Chirurgia Senologica, Dipartimento di Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, 00168 Rome, Italy; (F.M.); (A.D.L.); (A.B.); (F.D.L.); (N.B.); (G.F.); (R.M.)
- Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Alessandra Fabi
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOSD di Medicina Personalizzata in Senologia, Dipartimento di Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Direzione Scientifica, 00168 Rome, Italy;
| | - Cynthia Aristei
- Radiation Oncology Section, University of Perugia and Perugia General Hospital, 06156 Perugia, Italy;
| | - Giampaolo Tortora
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Oncologia Medica, Dipartimento di Scienze Mediche e Chirurgiche, 00168 Rome, Italy; (A.O.); (G.G.); (E.B.); (G.T.)
- Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Vincenzo Valentini
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Radioterapia Oncologica, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, 00168 Rome, Italy; (F.M.); (V.M.); (S.C.); (C.M.); (C.C.); (L.T.); (V.V.); (M.A.G.)
- Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Maria A. Gambacorta
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, UOC di Radioterapia Oncologica, Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, 00168 Rome, Italy; (F.M.); (V.M.); (S.C.); (C.M.); (C.C.); (L.T.); (V.V.); (M.A.G.)
- Università Cattolica del Sacro Cuore, 00168 Rome, Italy
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Xu Y, Ding L, Li C, Hua B, Wang S, Zhang J, Liu C, Guo R, Zhang Y. Molecular alterations and prognosis of breast cancer with cutaneous metastasis. Diagn Pathol 2024; 19:93. [PMID: 38970069 PMCID: PMC11225245 DOI: 10.1186/s13000-024-01509-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: 02/04/2024] [Accepted: 06/05/2024] [Indexed: 07/07/2024] Open
Abstract
PURPOSE Cutaneous metastasis (CM) accounts for 5-30% of patients with breast cancer (BC) and presents unfavorable response to treatment and poor prognosis. A better understanding of the molecular alterations involved in metastasis is essential, which would help identify diagnostic and efficacy biomarkers for CM. MATERIALS We retrospectively reviewed a total of 13 patients with histological or cytological diagnosis of breast cancer and CM. Clinical information was extracted from the medical records. The mutational landscape of matched primary tumors with their lymph nodes or CM tissues were analyzed using next-generation sequencing (NGS) of 425 cancer-relevant genes. All tissues were also analyzed by immunohistochemistry (IHC). The association of prognosis with various clinical and molecular factors was also evaluated. RESULTS More than half of the patients were Ki67 low (< 50%, 53.7%). Most patients (12, 92.3%) had other metastasis sites other than skin. The median time from diagnosis to the presentation of CM (T1) was 15 months (range: 0-94 months) and the median time from CM to death (T2) was 13 months (range 1-78). The most frequently altered genes across the three types of tissues were TP53 (69.6%, 16/23), PIK3CA (34.8%, 8/23), and MYC (26.1%). The number of alterations in CM tends to be higher than in primary tumors (median 8 vs. 6, P = 0.077). Copy number loss in STK11, copy number gain in FGFR4, TERT, AR, FLT4 and VEGFA and mutations in ATRX, SRC, AMER1 and RAD51C were significantly enriched in CM (all P < 0.05). Ki67 high group (> 50%) showed significantly shorter T1 than the Ki67 low group (≤ 50%) (median 12.5 vs. 50.0 months, P = 0.036). TP53, PIK3CA mutations, and TERT amplification group were associated with inferior T2 (median 11 vs. 36 months, P = 0.065; 8 vs. 36 months, P = 0.013, 7 vs. 36 months, P = 0.003, respectively). All p values were not adjusted. CONCLUSION We compared the genomic features of primary breast cancer tissues with their corresponding CM tissues and discussed potential genes and pathways that may contribute to the skin metastasis of advanced breast cancers patients. TP53, PIK3CA mutant, and TERT amplification may serve as biomarkers for poor prognosis for CM patients.
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Affiliation(s)
- Yan Xu
- Department of Oncology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Li Ding
- Department of Oncology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Chao Li
- Department of Oncology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Bin Hua
- Department of Oncology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Sha Wang
- Geneseeq Research Institute, Geneseeq Technology Inc, Nanjing, Jiangsu, China
| | - Junli Zhang
- Geneseeq Research Institute, Geneseeq Technology Inc, Nanjing, Jiangsu, China
| | - Cuicui Liu
- Geneseeq Research Institute, Geneseeq Technology Inc, Nanjing, Jiangsu, China
| | - Rongyun Guo
- Geneseeq Research Institute, Geneseeq Technology Inc, Nanjing, Jiangsu, China
| | - YongQiang Zhang
- Department of Oncology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, People's Republic of China.
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Bhattacharya R, Brown JS, Gatenby RA, Ibrahim-Hashim A. A gene for all seasons: The evolutionary consequences of HIF-1 in carcinogenesis, tumor growth and metastasis. Semin Cancer Biol 2024; 102-103:17-24. [PMID: 38969311 DOI: 10.1016/j.semcancer.2024.06.003] [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: 02/06/2024] [Revised: 04/23/2024] [Accepted: 06/06/2024] [Indexed: 07/07/2024]
Abstract
Oxygen played a pivotal role in the evolution of multicellularity during the Cambrian Explosion. Not surprisingly, responses to fluctuating oxygen concentrations are integral to the evolution of cancer-a disease characterized by the breakdown of multicellularity. Poorly organized tumor vasculature results in chaotic patterns of blood flow characterized by large spatial and temporal variations in intra-tumoral oxygen concentrations. Hypoxia-inducible growth factor (HIF-1) plays a pivotal role in enabling cells to adapt, metabolize, and proliferate in low oxygen conditions. HIF-1 is often constitutively activated in cancers, underscoring its importance in cancer progression. Here, we argue that the phenotypic changes mediated by HIF-1, in addition to adapting the cancer cells to their local environment, also "pre-adapt" them for proliferation at distant, metastatic sites. HIF-1-mediated adaptations include a metabolic shift towards anaerobic respiration or glycolysis, activation of cell survival mechanisms like phenotypic plasticity and epigenetic reprogramming, and formation of tumor vasculature through angiogenesis. Hypoxia induced epigenetic reprogramming can trigger epithelial to mesenchymal transition in cancer cells-the first step in the metastatic cascade. Highly glycolytic cells facilitate local invasion by acidifying the tumor microenvironment. New blood vessels, formed due to angiogenesis, provide cancer cells a conduit to the circulatory system. Moreover, survival mechanisms acquired by cancer cells in the primary site allow them to remodel tissue at the metastatic site generating tumor promoting microenvironment. Thus, hypoxia in the primary tumor promoted adaptations conducive to all stages of the metastatic cascade from the initial escape entry into a blood vessel, intravascular survival, extravasation into distant tissues, and establishment of secondary tumors.
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Affiliation(s)
- Ranjini Bhattacharya
- Department of Cancer Biology, University of South Florida, United States; Department of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, United States
| | - Joel S Brown
- Department of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, United States; Department of Evolutionary Biology, University of Illinois, at Chicago, United States
| | - Robert A Gatenby
- Department of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, United States; Department of Radiology, H. Lee Moffitt Cancer Center, United States.
| | - Arig Ibrahim-Hashim
- Department of Metabolism and Physiology, H. Lee Moffitt Cancer Center, United States.
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Hashemi M, Khosroshahi EM, Chegini MK, Asadi S, Hamyani Z, Jafari YA, Rezaei F, Eskadehi RK, Kojoori KK, Jamshidian F, Nabavi N, Alimohammadi M, Rashidi M, Mahmoodieh B, Khorrami R, Taheriazam A, Entezari M. Mechanistic insights into cisplatin response in breast tumors: Molecular determinants and drug/nanotechnology-based therapeutic opportunities. MUTATION RESEARCH. REVIEWS IN MUTATION RESEARCH 2024; 794:108513. [PMID: 39216513 DOI: 10.1016/j.mrrev.2024.108513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2024] [Revised: 08/24/2024] [Accepted: 08/28/2024] [Indexed: 09/04/2024]
Abstract
Breast cancer continues to be a major global health challenge, driving the need for effective therapeutic strategies. Cisplatin, a powerful chemotherapeutic agent, is widely used in breast cancer treatment. However, its effectiveness is often limited by systemic toxicity and the development of drug resistance. This review examines the molecular factors that influence cisplatin response and resistance, offering crucial insights for the scientific community. It highlights the significance of understanding cisplatin resistance's genetic and epigenetic contributors, which could lead to more personalized treatment approaches. Additionally, the review explores innovative strategies to counteract cisplatin resistance, including combination therapies, nanoparticle-based drug delivery systems, and targeted therapies. These approaches are under intensive investigation and promise to enhance breast cancer treatment outcomes. This comprehensive discussion is a valuable resource to advance breast cancer therapeutics and address the challenge of cisplatin resistance.
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Affiliation(s)
- Mehrdad Hashemi
- Department of Genetics, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Elaheh Mohandesi Khosroshahi
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Mehrnaz Kalhor Chegini
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Saba Asadi
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Zahra Hamyani
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Department of Genetics, Faculty of Medicine, Islamic Azad University, Tehran Medical Sciences, Tehran, Iran
| | - Yasamin Alsadat Jafari
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Department of Biology, East Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Fatemeh Rezaei
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Department of Biology, East Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Ramtin Khodaparast Eskadehi
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Department of Biology, East Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Kimia Kia Kojoori
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Department of Biology, East Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Faranak Jamshidian
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Department of Biology, East Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Noushin Nabavi
- Independent Researcher, Victoria, British Columbia, Canada
| | - Mina Alimohammadi
- Department of Immunology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohsen Rashidi
- Department of Pharmacology, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Iran; The Health of Plant and Livestock Products Research Center, Mazandaran University of Medical Sciences, Sari, Iran.
| | - Behnaz Mahmoodieh
- Young Researchers and Elite Club, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran.
| | - Ramin Khorrami
- Department of Food Hygiene and Quality Control, Faculty of Veterinary Medicine, University of Tehran, Tehran, Iran.
| | - Afshin Taheriazam
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Department of Orthopedics, Faculty of medicine, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran.
| | - Maliheh Entezari
- Department of Genetics, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran.
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Zhang Y, Tan Y, Yuan J, Tang H, Zhang H, Tang Y, Xie Y, Wu L, Xie J, Xiao X, Li Y, Kong Y. circLIFR-007 reduces liver metastasis via promoting hnRNPA1 nuclear export and YAP phosphorylation in breast cancer. Cancer Lett 2024; 592:216907. [PMID: 38685451 DOI: 10.1016/j.canlet.2024.216907] [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: 01/16/2024] [Revised: 04/16/2024] [Accepted: 04/21/2024] [Indexed: 05/02/2024]
Abstract
Cancer metastasis is the major cause of death in patients with breast cancer (BC). The liver is a common site of breast cancer metastasis, and the 5-year survival rate of patients with breast cancer liver metastases (BCLMs) is only about 8.5 %. CircRNAs are involved in a variety of cancer-related pathological behaviors, and their unique structure and resistance to RNA degradation enable them to serve as ideal diagnostic biomarkers and therapeutic targets. Therefore, it is important to investigate the role and molecular mechanism of circRNAs in cancer metastasis. CircLIFR-007 was identified as a critical circular RNA in BC metastasis by circRNAs microarray and qRT-PCR experiment. Cell function assays were performed to explore the effect of circLIFR-007 in breast cancer cells. Experiments in vivo validated the function of circLIFR-007. Several molecular assays were performed to investigate the underlying mechanisms. We found that circLIFR-007 acted as a negative controller in breast cancer liver metastasis. CircLIFR-007 upregulates the phosphorylation level of YAP by exporting hnRNPA1 to promote the combination between hnRNPA1 and YAP in the cytoplasm. Overexpression of circLIFR-007 suppressed the expression of liver metastasis-related proteins, SREBF1 and SNAI1, which were regulated by transcription factor YAP. Functionally, circLIFR-007 inhibits the proliferation and metastasis of breast cancer cells both in vivo and in vitro.
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Affiliation(s)
- Yue Zhang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Yeru Tan
- The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China
| | - Jingping Yuan
- Department of Pathology, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuchang District, Wuhan, 430060, China
| | - Hailin Tang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Hanqi Zhang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Yuhui Tang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Yi Xie
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Linyu Wu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Jindong Xie
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Xiangsheng Xiao
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
| | - Yuehua Li
- The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China.
| | - Yanan Kong
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
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Li L, Xie W, Zhan L, Wen S, Luo X, Xu S, Cai Y, Tang W, Wang Q, Li M, Xie Z, Deng L, Zhu H, Yu G. Resolving tumor evolution: a phylogenetic approach. JOURNAL OF THE NATIONAL CANCER CENTER 2024; 4:97-106. [PMID: 39282584 PMCID: PMC11390690 DOI: 10.1016/j.jncc.2024.03.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 02/28/2024] [Accepted: 03/20/2024] [Indexed: 09/19/2024] Open
Abstract
The evolutionary dynamics of cancer, characterized by its profound heterogeneity, demand sophisticated tools for a holistic understanding. This review delves into tumor phylogenetics, an essential approach bridging evolutionary biology with oncology, offering unparalleled insights into cancer's evolutionary trajectory. We provide an overview of the workflow, encompassing study design, data acquisition, and phylogeny reconstruction. Notably, the integration of diverse data sets emerges as a transformative step, enhancing the depth and breadth of evolutionary insights. With this integrated perspective, tumor phylogenetics stands poised to redefine our understanding of cancer evolution and influence therapeutic strategies.
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Affiliation(s)
- Lin Li
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Wenqin Xie
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Li Zhan
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Shaodi Wen
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
- Department of Oncology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital, Nanjing, China
| | - Xiao Luo
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Shuangbin Xu
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
- Division of Laboratory Medicine, Microbiome Center, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yantong Cai
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
- Dermatology Hospital, Southern Medical University, Guangzhou, China
| | - Wenli Tang
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Qianwen Wang
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Ming Li
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Zijing Xie
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Lin Deng
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Hongyuan Zhu
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Guangchuang Yu
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
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Kojima R, Ishitobi M, Nagura N, Shimo A, Seki H, Ogiya A, Sakurai T, Seto Y, Sasada S, Oshiro C, Kato M, Kawate T, Kondo N, Shien T. Receptor discordance after nipple-sparing mastectomy. SURGERY IN PRACTICE AND SCIENCE 2024; 17:100239. [PMID: 39845638 PMCID: PMC11749963 DOI: 10.1016/j.sipas.2024.100239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 02/29/2024] [Indexed: 01/24/2025] Open
Abstract
Background Recent studies have shown that receptor status of breast cancer change between primary tumor and recurrence, which may influence treatment strategy and prognosis, but there are few reports on receptor discordance between primary tumors and local recurrence (LR) after nipple-sparing mastectomy (NSM). Patients and methods We collected 74 patients who had LR after NSM for newly diagnosed stages 0 to 3 breast cancer between 2008 and 2016 at 14 institutions. We classified into 4 subtypes based on hormone receptor (HR) and human epidermal growth factor receptor 2 (HER2). We evaluated clinicopathological factors that correlate with receptor discordance and assessed the impact of receptor discordance on survival. Results Discordance rates in estrogen receptor (ER), progesterone receptor (PgR) and HER2 were 9.5, 10.8 and 5.4 %, respectively. The most common change was from HR-/HER2+ to HR+/HER2+, and this pattern of receptor change occurred only in patients with nipple-areolar recurrence. Non-invasive tumors in LR, nipple-areolar recurrence (NAR), HR-/HER2+ primary tumor subtype, and the presence of chemotherapy for primary tumors were significantly associated with receptor discordance. With a median follow-up of 44.5 months (4-153 months), patients in the receptor-discordant group had no disease-free survival (DFS) event after LR resection (5-year DFS; 100 % in the receptor-discordant group vs 85.1 % in the receptor-concordant group; p = 0.2). Conclusion Our study demonstrates that the presence of chemotherapy for primary tumors, nipple-areolar recurrence, and its related factors (non-invasive tumor in LR, HR-/HER2+ primary tumor subtype) were associated with receptor discordance. However, further studies with longer follow-up periods and larger sample sizes are needed.
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Affiliation(s)
- Rena Kojima
- Department of Breast Surgery, Mie University School of Medicine, Mie, Japan
| | - Makoto Ishitobi
- Department of Breast Surgery, Mie University School of Medicine, Mie, Japan
| | - Naomi Nagura
- Department of Breast Surgical Oncology, St. Luke's International Hospital, Tokyo, Japan
| | - Ayaka Shimo
- Department of Breast and Endocrine Surgery, St. Marianna University School of Medicine, Kanagawa, Japan
- Department of Breast and Endocrine Surgery, Kawasaki Municipal Tama Hospital, Kanagawa, Japan
| | - Hirohito Seki
- Department of Breast Surgery, Saitama Medical Center, Saitama, Japan
- Depatment of Breast Surgery, Kyorin University School of Medicine, Tokyo, Japan
| | - Akiko Ogiya
- Department of Breast Surgical Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
- Depatment of Breast Surgery, Japanese red cross medical center, Tokyo, Japan
| | | | - Yukiko Seto
- Department of Breast and Endocrine Surgery, Osaka International Cancer Institute, Osaka, Japan
| | - Shinsuke Sasada
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, Hiroshima, Japan
| | - Chiya Oshiro
- Department of Breast Surgery, Kaizuka City Hospital, Osaka, Japan
| | - Michiko Kato
- Department of Breast Surgical Oncology, Showa University School of Medicine, Tokyo, Japan
| | - Takahiko Kawate
- Department of Breast Surgery and Oncology, Tokyo Medical University Hospital, Tokyo, Japan
| | - Naoto Kondo
- Department of Breast Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Tadahiko Shien
- Department of Breast and Endocrine Surgery, Okayama University Hospital, Okayama, Japan
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Zeng F, Pan Y, Lu Q, Luan X, Qin S, Liu Y, Liu Z, Yang J, He B, Song Y. Self-Generating Gold Nanocatalysts in Autologous Tumor Cells for Targeted Catalytic Immunotherapy. Adv Healthc Mater 2024; 13:e2303683. [PMID: 38386961 DOI: 10.1002/adhm.202303683] [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: 10/24/2023] [Revised: 02/06/2024] [Indexed: 02/24/2024]
Abstract
Employing tumor whole cells for tumor immunotherapy is a promising tumor therapy proposed in the early stage, but its therapeutic efficacy is weakened by the methods of eliminating pathogenicity and the mass ratio of the effective antigen carried by itself. Here, by adding gold ion to live cancer cells in the microfluidic droplets, this work obtains dead tumor whole cells with NIR-controlled catalytic ability whose pathogenicity is removed while plenary tumor antigens, major structure, and homing ability are reserved. The engineered tumor cell (Cell-Au) with the addition of prodrug provides 1O2 in an O2-free Russell mechanism, which serves better in a hypoxic tumor microenvironment. This tumor whole-cell catalytic vaccine (TWCV) promotes the activation of dendritic cells and the transformation of macrophages into tumor suppressor phenotype. In 4T1 tumor-bearing mice, the Cell-Au-based vaccine supports the polarization of cytotoxicity T cells, resulting in tumor eradication and long-term animal survival. Compared with antigen vaccines or adoptive cell therapy which takes months to obtain, this TWCV can be prepared in just a few days with satisfactory immune activation and tumor therapeutic efficacy, which provides an alternative way for the preparation of personalized tumor vaccines across tumor types and gives immunotherapy a new path.
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Affiliation(s)
- Fei Zeng
- College of Engineering and Applied Sciences, State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing, 210023, China
| | - Yongchun Pan
- College of Engineering and Applied Sciences, State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing, 210023, China
| | - Qianglan Lu
- College of Engineering and Applied Sciences, State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing, 210023, China
| | - Xiaowei Luan
- College of Engineering and Applied Sciences, State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing, 210023, China
| | - Shurong Qin
- College of Engineering and Applied Sciences, State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing, 210023, China
| | - Yuta Liu
- College of Engineering and Applied Sciences, State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing, 210023, China
| | - Zhiyong Liu
- College of Engineering and Applied Sciences, State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing, 210023, China
| | - Jingjing Yang
- School of Medicine & Holistic Integrative Medicine, Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Bangshun He
- Department of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, 210006, China
| | - Yujun Song
- College of Engineering and Applied Sciences, State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing, 210023, China
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Yoon SM, Bazan JG. Navigating Breast Cancer Oligometastasis and Oligoprogression: Current Landscape and Future Directions. Curr Oncol Rep 2024; 26:647-664. [PMID: 38652425 PMCID: PMC11168988 DOI: 10.1007/s11912-024-01529-2] [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] [Accepted: 03/25/2024] [Indexed: 04/25/2024]
Abstract
PURPOSE We examine the potential for curative approaches among metastatic breast cancer (MBC) patients by exploring the recent literature on local ablative therapies like surgery and stereotactic body radiation therapy (SBRT) in patients with oligometastatic (OM) breast cancer. We also cover therapies for MBC patients with oligoprogressive (OP) disease. KEY FINDINGS Surgery and SBRT have been studied for OM and OP breast cancer, mainly in retrospective or non-randomized trials. While many studies demonstrated favorable results, a cooperative study and single-institution trial found no support for surgery/SBRT in OM and OP cases, respectively. CONCLUSION While there is interest in applying local therapies to OM and OP breast cancer, the current randomized data does not back the routine use of surgery or SBRT, particularly when considering the potential for treatment-related toxicities. Future research should refine patient selection through advanced imaging and possibly explore these therapies specifically in patients with hormone receptor-positive or HER2-positive disease.
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Affiliation(s)
- Stephanie M Yoon
- Department of Radiation Oncology, City of Hope Comprehensive Cancer Center, 1500 E. Duarte Road, Duarte, CA, 91010, USA
| | - Jose G Bazan
- Department of Radiation Oncology, City of Hope Comprehensive Cancer Center, 1500 E. Duarte Road, Duarte, CA, 91010, USA.
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46
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Wu Y, Li Z, Lee AV, Oesterreich S, Luo B. Liver tropism of ER mutant breast cancer is characterized by unique molecular changes and immune infiltration. Breast Cancer Res Treat 2024; 205:371-386. [PMID: 38427312 DOI: 10.1007/s10549-024-07255-4] [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: 10/18/2023] [Accepted: 01/11/2024] [Indexed: 03/02/2024]
Abstract
PURPOSE Hotspot estrogen receptor alpha (ER/ESR1) mutations are recognized as the driver for both endocrine resistance and metastasis in advanced ER-positive (ER+) breast cancer, but their contributions to metastatic organ tropism remain insufficiently understood. In this study, we aim to comprehensively profile the organotropic metastatic pattern for ESR1 mutant breast cancer. METHODS The organ-specific metastatic pattern of ESR1 mutant breast cancer was delineated using multi-omics data from multiple publicly available cohorts of ER+ metastatic breast cancer patients. Gene mutation/copy number variation (CNV) and differential gene expression analyses were performed to identify the genomic and transcriptomic alterations uniquely associated with ESR1 mutant liver metastasis. Upstream regulator, downstream pathway, and immune infiltration analysis were conducted for subsequent mechanistic investigations. RESULTS ESR1 mutation-driven liver tropism was revealed by significant differences, encompassing a higher prevalence of liver metastasis in patients with ESR1 mutant breast cancer and an enrichment of mutations in liver metastatic samples. The significant enrichment of AGO2 copy number amplifications (CNAs) and multiple gene expression changes were revealed uniquely in ESR1 mutant liver metastasis. We also unveiled alterations in downstream signaling pathways and immune infiltration, particularly an enrichment of neutrophils, suggesting potential therapeutic vulnerabilities. CONCLUSION Our data provide a comprehensive characterization of the behaviors and mechanisms of ESR1 mutant liver metastasis, paving the way for the development of personalized therapy to target liver metastasis for patients with ESR1 mutant breast cancer.
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Affiliation(s)
- Yang Wu
- School of Medicine, Tsinghua University, Beijing, China
- Women's Cancer Research Center, UPMC Hillman Cancer Center, Magee-Womens Research Institute, Pittsburgh, PA, USA
| | - Zheqi Li
- Women's Cancer Research Center, UPMC Hillman Cancer Center, Magee-Womens Research Institute, Pittsburgh, PA, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Adrian V Lee
- Women's Cancer Research Center, UPMC Hillman Cancer Center, Magee-Womens Research Institute, Pittsburgh, PA, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, USA
- Institute for Precision Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Steffi Oesterreich
- Women's Cancer Research Center, UPMC Hillman Cancer Center, Magee-Womens Research Institute, Pittsburgh, PA, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Bin Luo
- Department of General Surgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, 102218, China.
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Petrovic A, Jovanovic I, Stojanovic B, Dimitrijevic Stojanovic M, Stojanovic BS, Jurisevic M, Simovic Markovic B, Jovanovic M, Jovanovic M, Jovanovic M, Gajovic N. Harnessing Metformin's Immunomodulatory Effects on Immune Cells to Combat Breast Cancer. Int J Mol Sci 2024; 25:5869. [PMID: 38892058 PMCID: PMC11172298 DOI: 10.3390/ijms25115869] [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: 04/13/2024] [Revised: 05/12/2024] [Accepted: 05/23/2024] [Indexed: 06/21/2024] Open
Abstract
Metformin, a medication known for its anti-glycemic properties, also demonstrates potent immune system activation. In our study, using a 4T1 breast cancer model in BALB/C WT mice, we examined metformin's impact on the functional phenotype of multiple immune cells, with a specific emphasis on natural killer T (NKT) cells due to their understudied role in this context. Metformin administration delayed the appearance and growth of carcinoma. Furthermore, metformin increased the percentage of IFN-γ+ NKT cells, and enhanced CD107a expression, as measured by MFI, while decreasing PD-1+, FoxP3+, and IL-10+ NKT cells in spleens of metformin-treated mice. In primary tumors, metformin increased the percentage of NKp46+ NKT cells and increased FasL expression, while lowering the percentages of FoxP3+, PD-1+, and IL-10-producing NKT cells and KLRG1 expression. Activation markers increased, and immunosuppressive markers declined in T cells from both the spleen and tumors. Furthermore, metformin decreased IL-10+ and FoxP3+ Tregs, along with Gr-1+ myeloid-derived suppressor cells (MDSCs) in spleens, and in tumor tissue, it decreased IL-10+ and FoxP3+ Tregs, Gr-1+, NF-κB+, and iNOS+ MDSCs, and iNOS+ dendritic cells (DCs), while increasing the DCs quantity. Additionally, increased expression levels of MIP1a, STAT4, and NFAT in splenocytes were found. These comprehensive findings illustrate metformin's broad immunomodulatory impact across a variety of immune cells, including stimulating NKT cells and T cells, while inhibiting Tregs and MDSCs. This dynamic modulation may potentiate its use in cancer immunotherapy, highlighting its potential to modulate the tumor microenvironment across a spectrum of immune cell types.
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Affiliation(s)
- Andjela Petrovic
- Center for Molecular Medicine and Stem Cell Research, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia
| | - Ivan Jovanovic
- Center for Molecular Medicine and Stem Cell Research, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia
| | - Bojan Stojanovic
- Center for Molecular Medicine and Stem Cell Research, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia
- Department of Surgery, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia
| | - Milica Dimitrijevic Stojanovic
- Center for Molecular Medicine and Stem Cell Research, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia
- Department of Pathology, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia
| | - Bojana S Stojanovic
- Center for Molecular Medicine and Stem Cell Research, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia
- Department of Pathophysiology, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia
| | - Milena Jurisevic
- Department of Pharmacy, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia
| | - Bojana Simovic Markovic
- Center for Molecular Medicine and Stem Cell Research, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia
| | - Marina Jovanovic
- Center for Molecular Medicine and Stem Cell Research, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia
- Department of Otorhinolaryngology, Faculty of Medical Sciences, Svetozara Markovica 69, 34000 Kragujevac, Serbia
| | - Milan Jovanovic
- Department of Abdominal Surgery, Military Medical Academy, University of Defence, Crnotravska 17, 11000 Belgrade, Serbia
| | - Mihailo Jovanovic
- Clinic for Orthopaedics and Traumatology, University Clinical Center, Zmaj Jovina 30, 34000 Kragujevac, Serbia
| | - Nevena Gajovic
- Center for Molecular Medicine and Stem Cell Research, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia
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Arumugam M, Tovar EA, Essenburg CJ, Dischinger PS, Beddows I, Wolfrum E, Madaj ZB, Turner L, Feenstra K, Gallik KL, Cohen L, Nichols M, Sheridan RTC, Esquibel CR, Mouneimne G, Graveel CR, Steensma MR. Nf1 deficiency modulates the stromal environment in the pretumorigenic rat mammary gland. Front Cell Dev Biol 2024; 12:1375441. [PMID: 38799507 PMCID: PMC11116614 DOI: 10.3389/fcell.2024.1375441] [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: 01/23/2024] [Accepted: 04/17/2024] [Indexed: 05/29/2024] Open
Abstract
Background Neurofibromin, coded by the NF1 tumor suppressor gene, is the main negative regulator of the RAS pathway and is frequently mutated in various cancers. Women with Neurofibromatosis Type I (NF1)-a tumor predisposition syndrome caused by a germline NF1 mutation-have an increased risk of developing aggressive breast cancer with poorer prognosis. The mechanism by which NF1 mutations lead to breast cancer tumorigenesis is not well understood. Therefore, the objective of this work was to identify stromal alterations before tumor formation that result in the increased risk and poorer outcome seen among NF1 patients with breast cancer. Approach To accurately model the germline monoallelic NF1 mutations in NF1 patients, we utilized an Nf1-deficient rat model with accelerated mammary development before presenting with highly penetrant breast cancer. Results We identified increased collagen content in Nf1-deficient rat mammary glands before tumor formation that correlated with age of tumor onset. Additionally, gene expression analysis revealed that Nf1-deficient mature adipocytes in the rat mammary gland have increased collagen expression and shifted to a fibroblast and preadipocyte expression profile. This alteration in lineage commitment was also observed with in vitro differentiation, however, flow cytometry analysis did not show a change in mammary adipose-derived mesenchymal stem cell abundance. Conclusion Collectively, this study uncovered the previously undescribed role of Nf1 in mammary collagen deposition and regulating adipocyte differentiation. In addition to unraveling the mechanism of tumor formation, further investigation of adipocytes and collagen modifications in preneoplastic mammary glands will create a foundation for developing early detection strategies of breast cancer among NF1 patients.
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Affiliation(s)
- Menusha Arumugam
- Department of Cell Biology, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Elizabeth A. Tovar
- Department of Cell Biology, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Curt J. Essenburg
- Department of Cell Biology, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Patrick S. Dischinger
- Department of Cell Biology, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Ian Beddows
- Biostatistics ad Bioinformatics Core, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Emily Wolfrum
- Biostatistics ad Bioinformatics Core, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Zach B. Madaj
- Biostatistics ad Bioinformatics Core, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Lisa Turner
- Pathology and Biorepository Core, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Kristin Feenstra
- Pathology and Biorepository Core, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Kristin L. Gallik
- Optical Imaging Core, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Lorna Cohen
- Optical Imaging Core, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Madison Nichols
- Flow Cytometry Core, Van Andel Research Institute, Grand Rapids, MI, United States
| | | | - Corinne R. Esquibel
- Optical Imaging Core, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Ghassan Mouneimne
- University of Arizona Cancer Center, Tucson, AZ, United States
- Department of Cellular and Molecular Medicine, University of Arizona, Tucson, AZ, United States
| | - Carrie R. Graveel
- Department of Cell Biology, Van Andel Research Institute, Grand Rapids, MI, United States
| | - Matthew R. Steensma
- Department of Cell Biology, Van Andel Research Institute, Grand Rapids, MI, United States
- Helen DeVos Children’s Hospital, Spectrum Health System, Grand Rapids, MI, United States
- Michigan State University College of Human Medicine, Grand Rapids, MI, United States
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49
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Zhao Y, Zhang B, Ma Y, Guo M, Zhao F, Chen J, Wang B, Jin H, Zhou F, Guan J, Zhao Q, Liu Q, Wang H, Zhao F, Wang X. Distinct molecular profiles drive multifaceted characteristics of colorectal cancer metastatic seeds. J Exp Med 2024; 221:e20231359. [PMID: 38502057 PMCID: PMC10949939 DOI: 10.1084/jem.20231359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 10/10/2023] [Accepted: 02/08/2024] [Indexed: 03/20/2024] Open
Abstract
Metastasis of primary tumors remains a challenge for early diagnosis and prevention. The cellular properties and molecular drivers of metastatically competent clones within primary tumors remain unclear. Here, we generated 10-16 single cell-derived lines from each of three colorectal cancer (CRC) tumors to identify and characterize metastatic seeds. We found that intrinsic factors conferred clones with distinct metastatic potential and cellular communication capabilities, determining organ-specific metastasis. Poorly differentiated or highly metastatic clones, rather than drug-resistant clones, exhibited poor clinical prognostic impact. Personalized genetic alterations, instead of mutation burden, determined the occurrence of metastatic potential during clonal evolution. Additionally, we developed a gene signature for capturing metastatic potential of primary CRC tumors and demonstrated a strategy for identifying metastatic drivers using isogenic clones with distinct metastatic potential in primary tumors. This study provides insight into the origin and mechanisms of metastasis and will help develop potential anti-metastatic therapeutic targets for CRC patients.
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Affiliation(s)
- Yuanyuan Zhao
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
- Institute for Intelligent Healthcare, Tsinghua University, Beijing, China
| | - Bing Zhang
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yiming Ma
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Mengmeng Guo
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Fuqiang Zhao
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jianan Chen
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Bingzhi Wang
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hua Jin
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Fulai Zhou
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Jiawei Guan
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Qian Zhao
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Qian Liu
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hongying Wang
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Fangqing Zhao
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China
- Key Laboratory of Systems Biology, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, China
| | - Xia Wang
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
- Institute for Intelligent Healthcare, Tsinghua University, Beijing, China
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50
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Zhang L, Yang J, Huang J, Yu Y, Ding J, Karges J, Xiao H. Development of tumor-evolution-targeted anticancer therapeutic nanomedicineEVT. Chem 2024; 10:1337-1356. [DOI: 10.1016/j.chempr.2023.12.019] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/14/2025]
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