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Toàn NM. Novel Molecular Classification of Breast Cancer with PET Imaging. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:2099. [PMID: 39768978 PMCID: PMC11678748 DOI: 10.3390/medicina60122099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Revised: 12/13/2024] [Accepted: 12/19/2024] [Indexed: 01/11/2025]
Abstract
Breast cancer is a heterogeneous disease characterized by a wide range of biomarker expressions, resulting in varied progression, behavior, and prognosis. While traditional biopsy-based molecular classification is the gold standard, it is invasive and limited in capturing tumor heterogeneity, especially in deep or metastatic lesions. Molecular imaging, particularly positron emission tomography (PET) imaging, offering a non-invasive alternative, potentially plays a crucial role in the classification and management of breast cancer by providing detailed information about tumor location, heterogeneity, and progression. This narrative review, which focuses on both clinical patients and preclinical studies, explores the latest advancements in PET imaging for breast cancer, emphasizing the development of new tracers targeting hormone receptors such as the estrogen alpha receptor, progesterone receptor, androgen receptor, estrogen beta receptor, as well as the ErbB family of receptors, VEGF/VEGFR, PARP1, PD-L1, and markers for indirectly assessing Ki-67. These innovative radiopharmaceuticals have the potential to guide personalized treatment approaches based on the unique tumor profiles of individual patients. Additionally, they may improve the assessment of treatment efficacy, ultimately leading to better outcomes for those diagnosed with breast cancer.
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Affiliation(s)
- Ngô Minh Toàn
- Gyula Petrányi Doctoral School of Clinical Immunology and Allergology, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary;
- Medical Imaging Clinic, Clinical Centre, University of Debrecen, H-4032 Debrecen, Hungary
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Binmujlli MA. Exploring Radioiodinated Anastrozole and Epirubicin as AKT1-Targeted Radiopharmaceuticals in Breast Cancer: In Silico Analysis and Potential Therapeutic Effect with Functional Nuclear Imagining Implications. Molecules 2024; 29:4203. [PMID: 39275052 PMCID: PMC11397058 DOI: 10.3390/molecules29174203] [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: 08/04/2024] [Revised: 08/29/2024] [Accepted: 09/03/2024] [Indexed: 09/16/2024] Open
Abstract
This study evaluates radio-iodinated anastrozole ([125I]anastrozole) and epirubicin ([125I]epirubicin) for AKT1-targeted breast cancer therapy, utilizing radiopharmaceutical therapy (RPT) for personalized treatment. Through molecular docking and dynamics simulations (200 ns), it investigates these compounds' binding affinities and mechanisms to the AKT1 enzyme, compared to the co-crystallized ligand, a known AKT1 inhibitor. Molecular docking results show that [125I]epirubicin has the highest ΔGbind (-11.84 kcal/mol), indicating a superior binding affinity compared to [125I] anastrozole (-10.68 kcal/mol) and the co-crystallized ligand (-9.53 kcal/mol). Molecular dynamics (MD) simulations confirmed a stable interaction with the AKT1 enzyme, with [125I]anastrozole and [125I]epirubicin reaching stability after approximately 68 ns with an average RMSD of around 2.2 Å, while the co-crystallized ligand stabilized at approximately 2.69 Å after 87 ns. RMSF analysis showed no significant shifts in residues or segments, with consistent patterns and differences of less than 2 Å, maintaining enzyme stability. The [125I]epirubicin complex maintained an average of four H-bonds, indicating strong and stable interactions, while [125I]anastrozole consistently formed three H-bonds. The average Rg values for both complexes were ~16.8 ± 0.1 Å, indicating no significant changes in the enzyme's compactness, thus preserving structural integrity. These analyses reveal stable binding and minimal structural perturbations, suggesting the high potential for AKT1 inhibition. MM-PBSA calculations confirm the potential of these radio-iodinated compounds as AKT1 inhibitors, with [125I]epirubicin exhibiting the most favorable binding energy (-23.57 ± 0.14 kcal/mol) compared to [125I]anastrozole (-20.03 ± 0.15 kcal/mol) and the co-crystallized ligand (-16.38 ± 0.14 kcal/mol), highlighting the significant role of electrostatic interactions in stabilizing the complex. The computational analysis shows [125I]anastrozole and [125I]epirubicin may play promising roles as AKT1 inhibitors, especially [125I]epirubicin for its high binding affinity and dynamic receptor interactions. These findings, supported by molecular docking scores and MM-PBSA binding energies, advocate for their potential superior inhibitory capability against the AKT1 enzyme. Nevertheless, it is crucial to validate these computational predictions through in vitro and in vivo studies to thoroughly evaluate the therapeutic potential and viability of these compounds for AKT1-targeted breast cancer treatment.
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Affiliation(s)
- Mazen Abdulrahman Binmujlli
- Department of Internal Medicine, College of Medicine, Imam Mohammad Ibn Saud Islamic University (IMSIU), P.O. Box 90950, Riyadh 11623, Saudi Arabia
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Gilardi L, Airò Farulla LS, Ceci F. Imaging for illuminating actionable pathways in breast cancer. Curr Opin Oncol 2022; 34:606-613. [PMID: 36093891 PMCID: PMC10852035 DOI: 10.1097/cco.0000000000000908] [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] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Nuclear medicine has the potential to explore and illuminate several pathways in breast cancer (BC) offering different radiopharmaceuticals for positron emission tomography (PET) designed to target specific tumor characteristics. The aim of this critical review is to give an overview about emerging opportunities in PET imaging, underlining the future potential contribution in the management of BC patients. RECENT FINDINGS Beside 2-deoxy-2-[ 18 F]-fluoro- d -glucose (FDG), new generation tracers for PET imaging have been recently proposed to investigate specific characteristics in breast cancer, both targeting tumor cells and the tumor micro-environment (TME). SUMMARY FDG-PET is a procedure that received extensive clinical validation. However, its role in BC is still suboptimal due to the low-FDG avidity of specific tumor subtypes. Human epidermal growth receptor-2 and integrin targeted PET radiotracers might provide useful information selecting patients more likely to respond to target therapy. FluoroEstradiol (FES) is a FDA-approved PET radiotracer targeting the estrogen receptor (ER), useful to investigate metastatic ER+ patients, to assess in vivo ER heterogeneity and to evaluate hormonal therapy efficacy. Inhibitors of the fibroblast activation protein (FAPi) targeting the cancer-associated fibroblast can explore the TME with PET imaging. FAPi is also proposed a theranostic agent for radio-ligand therapy.
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Affiliation(s)
- Laura Gilardi
- Division of Nuclear Medicine, IEO European Institute of Oncology IRCCS
| | - Lighea Simona Airò Farulla
- Division of Nuclear Medicine, IEO European Institute of Oncology IRCCS
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Francesco Ceci
- Division of Nuclear Medicine, IEO European Institute of Oncology IRCCS
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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Signore A, Lauri C, Auletta S, Varani M, Onofrio L, Glaudemans AWJM, Panzuto F, Marchetti P. Radiopharmaceuticals for Breast Cancer and Neuroendocrine Tumors: Two Examples of How Tissue Characterization May Influence the Choice of Therapy. Cancers (Basel) 2020; 12:cancers12040781. [PMID: 32218303 PMCID: PMC7226069 DOI: 10.3390/cancers12040781] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 03/23/2020] [Accepted: 03/24/2020] [Indexed: 12/12/2022] Open
Abstract
Molecular medicine has gained clinical relevance for the detection and staging of oncological diseases, to guide therapy decision making and for therapy follow-up due to the availability of new highly sensitive hybrid imaging camera systems and the development of new tailored radiopharmaceuticals that target specific molecules. The knowledge of the expression of different receptors on the primary tumor and on metastases is important for both therapeutic and prognostic purposes and several approaches are available aiming to achieve personalized medicine in different oncological diseases. In this review, we describe the use of specific radiopharmaceuticals to image and predict therapy response in breast cancer and neuroendocrine tumors since they represent a paradigmatic example of the importance of tumoral characterization of hormonal receptors in order to plan a tailored treatment. The most attractive radiopharmaceuticals for breast cancer are 16α-[18F]-fluoro-17β-estradiol for PET assessment of the estrogen expression, radiolabeled monoclonal antibody trastuzumab to image the human epidermal growth factor receptor 2, but also the imaging of androgen receptors with [18F]-fluorodihydrotestosterone.
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Affiliation(s)
- Alberto Signore
- Nuclear Medicine Unit, Department of Medical-Surgical Sciences and of Translational Medicine, “Sapienza” University of Rome, 00189 Rome, Italy; (C.L.); (S.A.); (M.V.); (L.O.)
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, 9700 Groningen, The Netherlands;
- Correspondence:
| | - Chiara Lauri
- Nuclear Medicine Unit, Department of Medical-Surgical Sciences and of Translational Medicine, “Sapienza” University of Rome, 00189 Rome, Italy; (C.L.); (S.A.); (M.V.); (L.O.)
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, 9700 Groningen, The Netherlands;
| | - Sveva Auletta
- Nuclear Medicine Unit, Department of Medical-Surgical Sciences and of Translational Medicine, “Sapienza” University of Rome, 00189 Rome, Italy; (C.L.); (S.A.); (M.V.); (L.O.)
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, 9700 Groningen, The Netherlands;
| | - Michela Varani
- Nuclear Medicine Unit, Department of Medical-Surgical Sciences and of Translational Medicine, “Sapienza” University of Rome, 00189 Rome, Italy; (C.L.); (S.A.); (M.V.); (L.O.)
| | - Livia Onofrio
- Nuclear Medicine Unit, Department of Medical-Surgical Sciences and of Translational Medicine, “Sapienza” University of Rome, 00189 Rome, Italy; (C.L.); (S.A.); (M.V.); (L.O.)
| | - Andor W. J. M. Glaudemans
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, 9700 Groningen, The Netherlands;
| | - Francesco Panzuto
- Digestive Disease Unit, AOU Sant’Andrea and ENETS Center of Excellence, 00189 Rome, Italy;
| | - Paolo Marchetti
- Oncology Unit, Department of Clinical and Molecular Medicine, “Sapienza” University of Rome, and IDI-IRCCS, 00189 Rome, Italy;
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Knickmeyer RC, Hooper SR. The deep biology of cognition: Moving toward a comprehensive neurodevelopmental model of Turner syndrome. AMERICAN JOURNAL OF MEDICAL GENETICS PART C-SEMINARS IN MEDICAL GENETICS 2019; 181:91-99. [DOI: 10.1002/ajmg.c.31679] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 01/04/2019] [Accepted: 01/10/2019] [Indexed: 12/25/2022]
Affiliation(s)
- Rebecca C. Knickmeyer
- Department of Pediatrics and Human DevelopmentInstitute for Quantitative Health Sciences and Engineering, C‐RAIND Fellow, Michigan State University East Lansing Michigan
- Department of PsychiatryUniversity of North Carolina at Chapel Hill Chapel Hill North Carolina
| | - Stephen R. Hooper
- Department of PsychiatryUniversity of North Carolina at Chapel Hill Chapel Hill North Carolina
- Department of Allied Health SciencesUniversity of North Carolina at Chapel Hill Chapel Hill North Carolina
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Heller AA, Lockwood SY, Janes TM, Spence DM. Technologies for Measuring Pharmacokinetic Profiles. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2018; 11:79-100. [PMID: 29324183 DOI: 10.1146/annurev-anchem-061417-125611] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
The creation of a pharmacokinetic (PK) curve, which follows the plasma concentration of an administered drug as a function of time, is a critical aspect of the drug development process and includes such information as the drug's bioavailability, clearance, and elimination half-life. Prior to a drug of interest gaining clearance for use in human clinical trials, research is performed during the preclinical stages to establish drug safety and dosing metrics from data obtained from the PK studies. Both in vivo animal models and in vitro platforms have limitations in predicting human reaction to a drug due to differences in species and associated simplifications, respectively. As a result, in silico experiments using computer simulation have been implemented to accurately predict PK parameters in human studies. This review assesses these three approaches (in vitro, in vivo, and in silico) when establishing PK parameters and evaluates the potential for in silico studies to be the future gold standard of PK preclinical studies.
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Affiliation(s)
- A A Heller
- Department of Chemistry, Michigan State University, East Lansing, Michigan 48824, USA;
- Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, Michigan 48824, USA
| | - S Y Lockwood
- Department of Biomedical Engineering, Michigan State University, East Lansing, Michigan 48824, USA
- Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, Michigan 48824, USA
| | - T M Janes
- Department of Chemistry, Michigan State University, East Lansing, Michigan 48824, USA;
- Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, Michigan 48824, USA
| | - D M Spence
- Department of Biomedical Engineering, Michigan State University, East Lansing, Michigan 48824, USA
- Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, Michigan 48824, USA
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Zsido RG, Villringer A, Sacher J. Using positron emission tomography to investigate hormone-mediated neurochemical changes across the female lifespan: implications for depression. Int Rev Psychiatry 2017; 29:580-596. [PMID: 29199875 DOI: 10.1080/09540261.2017.1397607] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Ovarian hormones, particularly oestrogen and progesterone, undergo major fluctuations across the female lifespan. These hormone transition periods, such as the transition from pregnancy to postpartum, as well as the transition into menopause (perimenopause), are also known to be times of elevated susceptibility to depression. This study reviews how these transition periods likely influence neurochemical changes in the brain that result in disease vulnerability. While there are known associations between oestrogen/progesterone and different monoaminergic systems, the interactions and their potential implications for mood disorders are relatively unknown. Positron Emission Tomography (PET) allows for the in-vivo quantification of such neurochemical changes, and, thus, can provide valuable insight into how both subtle and dramatic shifts in hormones contribute to the elevated rates of depression during pre-menstrual, post-partum, and perimenopausal periods in a woman's life. As one better understands how to address the challenges of PET studies involving highly vulnerable populations, such as women who have recently given birth, one will gain the insight necessary to design and individualize treatment and therapy. Understanding the precise time-line in younger women when dramatic fluctuations in the hormonal milieu may contribute to brain changes may present a powerful opportunity to intervene before a vulnerable state develops into a diseased state in later life.
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Affiliation(s)
- Rachel G Zsido
- a Emotion NeuroimaGinG(EGG)-Lab , Max Planck Institute for Cognitive and Brain Sciences , Leipzig , Germany.,b Department of Neurology , Max Planck Institute for Cognitive and Brain Sciences , Leipzig , Germany
| | - Arno Villringer
- b Department of Neurology , Max Planck Institute for Cognitive and Brain Sciences , Leipzig , Germany.,c Clinic for Cognitive Neurology , University of Leipzig , Leipzig , Germany
| | - Julia Sacher
- a Emotion NeuroimaGinG(EGG)-Lab , Max Planck Institute for Cognitive and Brain Sciences , Leipzig , Germany.,b Department of Neurology , Max Planck Institute for Cognitive and Brain Sciences , Leipzig , Germany.,c Clinic for Cognitive Neurology , University of Leipzig , Leipzig , Germany
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