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Murakami C, Atsuta-Tsunoda K, Inomata S, Kawai T, Hijikata Y, Dilimulati K, Sakai H, Sakane F. Human PHOSPHO1 exhibits phosphatidylcholine- and phosphatidylethanolamine-phospholipase C activities and interacts with diacylglycerol kinase δ. FEBS Lett 2025; 599:1169-1186. [PMID: 39992810 DOI: 10.1002/1873-3468.70018] [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: 11/10/2024] [Revised: 01/29/2025] [Accepted: 02/02/2025] [Indexed: 02/26/2025]
Abstract
Phosphatidylcholine- and phosphatidylethanolamine-specific phospholipase C (PC-PLC and PE-PLC) activities, which generate diacylglycerol (DG) and are tricyclodecan-9-yl-xanthogenate (D609)-sensitive, have been detected in both the membrane and cytosolic fractions. We have previously demonstrated that sphingomyelin synthase isozymes, which are transmembrane proteins, exhibit PC-/PE-PLC activities. However, mammalian cytosolic PC-PLC and PE-PLC remain unidentified. Here, we demonstrated that phosphatase orphan 1 (PHOSPHO1), a cytosolic protein, exhibits D609-sensitive PC-PLC and PE-PLC activities. Moreover, the overexpression of PHOSPHO1 in HEK293 cells significantly increased the levels of cellular saturated and/or monounsaturated fatty acid-containing DG. Furthermore, DGKδ cosedimented and colocalized with PHOSPHO1. Collectively, these in vitro findings provide, for the first time, a promising candidate for the long-sought cytosolic PC-/PE-PLC, which may act as DG supply enzyme upstream of DGKδ.
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Affiliation(s)
- Chiaki Murakami
- Department of Chemistry, Graduate School of Science, Chiba University, Japan
- Institute for Advanced Academic Research, Chiba University, Japan
| | | | - Sho Inomata
- Department of Chemistry, Graduate School of Science, Chiba University, Japan
| | - Takuma Kawai
- Department of Chemistry, Graduate School of Science, Chiba University, Japan
| | - Yasuhisa Hijikata
- Department of Chemistry, Graduate School of Science, Chiba University, Japan
| | - Kamila Dilimulati
- Department of Chemistry, Graduate School of Science, Chiba University, Japan
| | - Hiromichi Sakai
- Department of Biosignaling and Radioisotope Experiment, Interdisciplinary Center for Science Research, Organization for Research and Academic Information, Shimane University, Izumo, Japan
| | - Fumio Sakane
- Department of Chemistry, Graduate School of Science, Chiba University, Japan
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2
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Huber K, Garg S, Schlautmann L, Wang R, He L, Huth R, Pouya A, Rohde C, Janssen M, Lüchtenborg C, Arnold C, Luque‐Navarro PM, Zaugg JB, Raffel S, Müller‐Tidow C, Jeremias I, López‐Cara LC, Brügger B, Pabst C. Phosphatidic acid phosphatase LPIN1 in phospholipid metabolism and stemness in hematopoiesis and AML. Hemasphere 2025; 9:e70118. [PMID: 40265168 PMCID: PMC12012646 DOI: 10.1002/hem3.70118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2024] [Revised: 12/14/2024] [Accepted: 02/12/2025] [Indexed: 04/24/2025] Open
Abstract
Targeting metabolism represents a promising approach to eradicate leukemic stem cells (LSCs) that are considered critical drivers of relapse in acute myeloid leukemia (AML). In this study, we demonstrate that the phosphatidic acid phosphatase LPIN1, which regulates the synthesis of diacylglycerol, the key substrate for triacylglycerol, and phospholipid production, is crucial for the function of healthy and leukemic hematopoietic stem and progenitor cells (HSPC and LSC). LPIN1 mRNA was highly expressed in the CD34+ compartment of primary human AML samples. LPIN1 suppression inhibited the proliferation of primary leukemic cells and normal HSPCs in vitro and in xenotransplantation assays. Lipidomics analyses revealed a reduction of phosphatidylcholine (PC) and phosphatidylethanolamine and an upregulation of sphingomyelin upon LPIN1 depletion. Distinct phospholipid composition was associated with genetic AML groups, and targeting PC production by choline kinase inhibitors showed strong anti-leukemic activity. In summary, our data establish a regulatory role of LPIN1 in HSPC and LSC function and provide novel insights into the role of glycerophospholipid homeostasis in stemness and differentiation.
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Affiliation(s)
- Karin Huber
- Department of Medicine V, Hematology, Oncology and RheumatologyUniversity Hospital HeidelbergHeidelbergGermany
- Department of Medicine II, Hematology and OncologyUniversity Hospital Schleswig HolsteinCampus KielGermany
| | - Swati Garg
- Department of Medicine V, Hematology, Oncology and RheumatologyUniversity Hospital HeidelbergHeidelbergGermany
- Department of Medical OncologyDana Farber Cancer InstituteBostonMassachusettsUSA
| | - Lena Schlautmann
- Department of Medicine V, Hematology, Oncology and RheumatologyUniversity Hospital HeidelbergHeidelbergGermany
| | - Rui Wang
- Department of Medicine V, Hematology, Oncology and RheumatologyUniversity Hospital HeidelbergHeidelbergGermany
| | - Lixiazi He
- Department of Medicine V, Hematology, Oncology and RheumatologyUniversity Hospital HeidelbergHeidelbergGermany
- Molecular Medicine Partnership Unit (MMPU)University of Heidelberg and European Molecular Biology Laboratory (EMBL)HeidelbergGermany
| | - Richard Huth
- Department of Medicine V, Hematology, Oncology and RheumatologyUniversity Hospital HeidelbergHeidelbergGermany
| | - Alireza Pouya
- Department of Medicine V, Hematology, Oncology and RheumatologyUniversity Hospital HeidelbergHeidelbergGermany
| | - Christian Rohde
- Department of Medicine V, Hematology, Oncology and RheumatologyUniversity Hospital HeidelbergHeidelbergGermany
- Molecular Medicine Partnership Unit (MMPU)University of Heidelberg and European Molecular Biology Laboratory (EMBL)HeidelbergGermany
| | - Maike Janssen
- Department of Medicine V, Hematology, Oncology and RheumatologyUniversity Hospital HeidelbergHeidelbergGermany
| | | | - Christian Arnold
- Molecular Medicine Partnership Unit (MMPU)University of Heidelberg and European Molecular Biology Laboratory (EMBL)HeidelbergGermany
- European Molecular Biology Laboratory (EMBL)HeidelbergGermany
| | - Pilar M. Luque‐Navarro
- Department of Pharmaceutical and Organic Chemistry, Faculty of PharmacyUniversity of GranadaGranadaSpain
| | - Judith B. Zaugg
- Molecular Medicine Partnership Unit (MMPU)University of Heidelberg and European Molecular Biology Laboratory (EMBL)HeidelbergGermany
- European Molecular Biology Laboratory (EMBL)HeidelbergGermany
| | - Simon Raffel
- Department of Medicine V, Hematology, Oncology and RheumatologyUniversity Hospital HeidelbergHeidelbergGermany
| | - Carsten Müller‐Tidow
- Department of Medicine V, Hematology, Oncology and RheumatologyUniversity Hospital HeidelbergHeidelbergGermany
- Molecular Medicine Partnership Unit (MMPU)University of Heidelberg and European Molecular Biology Laboratory (EMBL)HeidelbergGermany
| | - Irmela Jeremias
- Research Unit Apoptosis in Hematopoietic Stem CellsHelmholtz MunichOberschleißheimGermany
- Department of PediatricsDr. Von Hauner Children's Hospital, LMU University HospitalLMU MunichMunichGermany
- German Cancer Consortium (DKTK), Partner Site MunichMunichGermany
| | - Luisa C. López‐Cara
- Department of Pharmaceutical and Organic Chemistry, Faculty of PharmacyUniversity of GranadaGranadaSpain
| | - Britta Brügger
- Heidelberg University Biochemistry Center (BZH)HeidelbergGermany
| | - Caroline Pabst
- Department of Medicine V, Hematology, Oncology and RheumatologyUniversity Hospital HeidelbergHeidelbergGermany
- Molecular Medicine Partnership Unit (MMPU)University of Heidelberg and European Molecular Biology Laboratory (EMBL)HeidelbergGermany
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3
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Lacal JC, Ibrahim SA, Zimmerman T. Is choline kinase alpha a drug target for obesity? Front Endocrinol (Lausanne) 2024; 15:1492753. [PMID: 39568820 PMCID: PMC11576158 DOI: 10.3389/fendo.2024.1492753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Accepted: 10/15/2024] [Indexed: 11/22/2024] Open
Abstract
Choline kinase alpha (ChoKα) is a therapeutic target being developed for a variety of diseases, from cancer to rheumatoid arthritis and from parasites to bacterial infections. Nevertheless, the therapeutic potential of this drug target seems not exhausted and may end up as a possible solution for a larger variety of conditions. Here we present our working model for how ChoKα could play a role in obesity and for how drugs being developed as therapeutics for other diseases using ChoKα as a target, could be repurposed as prophylactic treatments for obesity. We also present preliminary observations in support of our model.
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Affiliation(s)
- Juan Carlos Lacal
- Department of Metabolic & Immune Diseases, Instituto de Investigaciones Biomédicas, Agencia Estatal Consejo Superior de Investigaciones Científicas, Madrid, Spain
| | - Salam A. Ibrahim
- Food and Nutritional Sciences Program, Department of Family and Consumer Sciences, North Carolina Agricultural and Technical University, Greensboro, NC, United States
| | - Tahl Zimmerman
- Biomedical Sciences Program, High Point University, One University Parkway, High Point, NC, United States
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Chen C, Zheng T, Chen Y, Li Z, Wu H. A systematic evaluation of quenching, extraction and analysis procedures for metabolomics study of the mechanism of QYSLD intervention in A549 cells. Anal Bioanal Chem 2024; 416:6621-6638. [PMID: 39467912 DOI: 10.1007/s00216-024-05563-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 09/08/2024] [Accepted: 09/19/2024] [Indexed: 10/30/2024]
Abstract
The preparation of cellular metabolomics samples and how to achieve comprehensive coverage of different polar metabolites in cell samples in the analysis pose a challenge for cellular metabolomics. In this study, we optimized a metabolomics protocol based on ultra-high-performance liquid chromatography high-resolution mass spectrometry (UPLC/HRMS) for the extraction and detection of metabolites in A549 cells and exploration of the intervention effect of Qi-Yu-San-Long decoction (QYSLD) on A549 cells. The results indicate that the lowest level of ATP leakage was observed when A549 cells were quenched under liquid nitrogen. MeOH/chloroform/H2O (1:2:1) extraction yielded more chromatographic peaks and excellent reproducibility, and the relative extraction efficiency of most target metabolites was also high. And we optimized the chromatographic separation conditions in both HILIC and RPLC modes, enabling comprehensive detection and analysis of metabolites with varying polarities. Then, we applied the optimized method to UPLC-Q-TOF/MS-based metabolomics of A549 cells to study the mechanism of QYSLD intervention in non-small cell lung cancer (NSCLC). The CCK-8, EdU staining, and cell cycle assay showed that QYSLD inhibited the proliferation of A549 cells by interfering with the cell cycle and blocking them in the G1 phase. A total of 36 differential metabolites associated with the antitumor effects of QYSLD on NSCLC were identified, mainly involving nicotinate and nicotinamide metabolism, sphingolipid metabolism, and glycerophospholipid metabolism. And western blotting confirmed that the change in 1-methylnicotinamide levels after QYSLD intervention was associated with the inhibition of nicotinamide N-methyltransferase expression in A549 cells.
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Affiliation(s)
- Chang Chen
- Key Laboratory of Xin'an Medicine, Ministry of Education, Anhui University of Chinese Medicine, Meishan Road No.103, Hefei, 230038, China
- Anhui Province Key Laboratory of Chinese Medicinal Formula & Anhui Province Key Laboratory of Research and Development of Chinese Medicine, Hefei, 230012, China
- Anhui Province Key Laboratory of the Application and Transformation of Traditional Chinese Medicine in the Prevention and Treatment of Major Pulmonary Diseases, Hefei, 230031, China
| | - Ting Zheng
- Key Laboratory of Xin'an Medicine, Ministry of Education, Anhui University of Chinese Medicine, Meishan Road No.103, Hefei, 230038, China
| | - Yang Chen
- Oncology Department of Integrated Traditional Chinese and Western Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Zegeng Li
- Key Laboratory of Xin'an Medicine, Ministry of Education, Anhui University of Chinese Medicine, Meishan Road No.103, Hefei, 230038, China
- Anhui Province Key Laboratory of the Application and Transformation of Traditional Chinese Medicine in the Prevention and Treatment of Major Pulmonary Diseases, Hefei, 230031, China
| | - Huan Wu
- Key Laboratory of Xin'an Medicine, Ministry of Education, Anhui University of Chinese Medicine, Meishan Road No.103, Hefei, 230038, China.
- Anhui Province Key Laboratory of Chinese Medicinal Formula & Anhui Province Key Laboratory of Research and Development of Chinese Medicine, Hefei, 230012, China.
- Anhui Province Key Laboratory of the Application and Transformation of Traditional Chinese Medicine in the Prevention and Treatment of Major Pulmonary Diseases, Hefei, 230031, China.
- Department of Nutrition and Food Science, University of Maryland, College Park, MD, 20742, USA.
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Glotzbach A, Rohlf K, Gonscharow A, Lüke S, Demirci Ö, Begher-Tibbe B, Overbeck N, Reinders J, Cadenas C, Hengstler JG, Edlund K, Marchan R. EDI3 knockdown in ER-HER2+ breast cancer cells reduces tumor burden and improves survival in two mouse models of experimental metastasis. Breast Cancer Res 2024; 26:87. [PMID: 38816770 PMCID: PMC11138102 DOI: 10.1186/s13058-024-01849-y] [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: 11/02/2023] [Accepted: 05/23/2024] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND Despite progress understanding the mechanisms underlying tumor spread, metastasis remains a clinical challenge. We identified the choline-producing glycerophosphodiesterase, EDI3 and reported its association with metastasis-free survival in endometrial cancer. We also observed that silencing EDI3 slowed cell migration and other cancer-relevant phenotypes in vitro. Recent work demonstrated high EDI3 expression in ER-HER2+ breast cancer compared to the other molecular subtypes. Silencing EDI3 in ER-HER2+ cells significantly reduced cell survival in vitro and decreased tumor growth in vivo. However, a role for EDI3 in tumor metastasis in this breast cancer subtype was not explored. Therefore, in the present work we investigate whether silencing EDI3 in ER-HER2+ breast cancer cell lines alters phenotypes linked to metastasis in vitro, and metastasis formation in vivo using mouse models of experimental metastasis. METHODS To inducibly silence EDI3, luciferase-expressing HCC1954 cells were transduced with lentiviral particles containing shRNA oligos targeting EDI3 under the control of doxycycline. The effect on cell migration, adhesion, colony formation and anoikis was determined in vitro, and significant findings were confirmed in a second ER-HER2+ cell line, SUM190PT. Doxycycline-induced HCC1954-luc shEDI3 cells were injected into the tail vein or peritoneum of immunodeficient mice to generate lung and peritoneal metastases, respectively and monitored using non-invasive bioluminescence imaging. Metabolite levels in cells and tumor tissue were analyzed using targeted mass spectrometry and MALDI mass spectrometry imaging (MALDI-MSI), respectively. RESULTS Inducibly silencing EDI3 reduced cell adhesion and colony formation, as well as increased susceptibility to anoikis in HCC1954-luc cells, which was confirmed in SUM190PT cells. No influence on cell migration was observed. Reduced luminescence was seen in lungs and peritoneum of mice injected with cells expressing less EDI3 after tail vein and intraperitoneal injection, respectively, indicative of reduced metastasis. Importantly, mice injected with EDI3-silenced cells survived longer. Closer analysis of the peritoneal organs revealed that silencing EDI3 had no effect on metastatic organotropism but instead reduced metastatic burden. Finally, metabolic analyses revealed significant changes in choline and glycerophospholipid metabolites in cells and in pancreatic metastases in vivo. CONCLUSIONS Reduced metastasis upon silencing supports EDI3's potential as a treatment target in metastasizing ER-HER2+ breast cancer.
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Affiliation(s)
- Annika Glotzbach
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139, Dortmund, Germany
| | - Katharina Rohlf
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139, Dortmund, Germany
| | - Anastasia Gonscharow
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139, Dortmund, Germany
| | - Simon Lüke
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139, Dortmund, Germany
| | - Özlem Demirci
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139, Dortmund, Germany
- Department of Biology, Science Faculty, Dicle University, Diyarbakir, Turkey
| | - Brigitte Begher-Tibbe
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139, Dortmund, Germany
| | - Nina Overbeck
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139, Dortmund, Germany
| | - Jörg Reinders
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139, Dortmund, Germany
| | - Cristina Cadenas
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139, Dortmund, Germany
| | - Jan G Hengstler
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139, Dortmund, Germany
| | - Karolina Edlund
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139, Dortmund, Germany
| | - Rosemarie Marchan
- Leibniz Research Centre for Working Environment and Human Factors at the TU Dortmund (IfADo), Ardeystrasse 67, 44139, Dortmund, Germany.
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6
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Krug A, Tosolini M, Madji Hounoum B, Fournié JJ, Geiger R, Pecoraro M, Emond P, Gaulard P, Lemonnier F, Ricci JE, Verhoeyen E. Inhibition of choline metabolism in an angioimmunoblastic T-cell lymphoma preclinical model reveals a new metabolic vulnerability as possible target for treatment. J Exp Clin Cancer Res 2024; 43:43. [PMID: 38321568 PMCID: PMC10845598 DOI: 10.1186/s13046-024-02952-w] [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: 10/05/2023] [Accepted: 01/10/2024] [Indexed: 02/08/2024] Open
Abstract
BACKGROUND Angioimmunoblastic T-cell lymphoma (AITL) is a malignancy with very poor survival outcome, in urgent need of more specific therapeutic strategies. The drivers of malignancy in this disease are CD4+ follicular helper T cells (Tfh). The metabolism of these malignant Tfh cells was not yet elucidated. Therefore, we decided to identify their metabolic requirements with the objective to propose a novel therapeutic option. METHODS To reveal the prominent metabolic pathways used by the AITL lymphoma cells, we relied on metabolomic and proteomic analysis of murine AITL (mAITL) T cells isolated from our established mAITL model. We confirmed these results using AITL patient and healthy T cell expression data. RESULTS Strikingly, the mAITL Tfh cells were highly dependent on the second branch of the Kennedy pathway, the choline lipid pathway, responsible for the production of the major membrane constituent phosphatidylcholine. Moreover, gene expression data from Tfh cells isolated from AITL patient tumors, confirmed the upregulation of the choline lipid pathway. Several enzymes involved in this pathway such as choline kinase, catalyzing the first step in the phosphatidylcholine pathway, are upregulated in multiple tumors other than AITL. Here we showed that treatment of our mAITL preclinical mouse model with a fatty acid oxydation inhibitor, significantly increased their survival and even reverted the exhausted CD8 T cells in the tumor into potent cytotoxic anti-tumor cells. Specific inhibition of Chokα confirmed the importance of the phosphatidylcholine production pathway in neoplastic CD4 + T cells, nearly eradicating mAITL Tfh cells from the tumors. Finally, the same inhibitor induced in human AITL lymphoma biopsies cell death of the majority of the hAITL PD-1high neoplastic cells. CONCLUSION Our results suggest that interfering with choline metabolism in AITL reveals a specific metabolic vulnerability and might represent a new therapeutic strategy for these patients.
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Affiliation(s)
- Adrien Krug
- Université Côte d'Azur, INSERM, C3M, 06204, Nice, France
- Equipe Labellisée Ligue Contre Le Cancer, 06204, Nice, France
| | - Marie Tosolini
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Université de Toulouse, CNRS, Université Toulouse III-Paul Sabatier, Inserm, Toulouse, France
| | - Blandine Madji Hounoum
- Université Côte d'Azur, INSERM, C3M, 06204, Nice, France
- Equipe Labellisée Ligue Contre Le Cancer, 06204, Nice, France
| | - Jean-Jacques Fournié
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Université de Toulouse, CNRS, Université Toulouse III-Paul Sabatier, Inserm, Toulouse, France
- Labex TOUCAN, Toulouse, France
| | - Roger Geiger
- Institute for Research in Biomedicine (IRB), Università della Svizzera italiana, Bellinzona, Switzerland
- Institute of Oncology Research (IOR), Università della Svizzera Italiana, Bellinzona, Switzerland
| | - Matteo Pecoraro
- Institute for Research in Biomedicine (IRB), Università della Svizzera italiana, Bellinzona, Switzerland
| | - Patrick Emond
- UMR iBrain, Université de Tours, Inserm, Tours, France
| | - Philippe Gaulard
- Université Paris-Est Créteil, Institut Mondor de Recherche Biomedicale, Creteil, INSERMU955, France
- AP-HP, Groupe Hospitalo-Universitaire Chenevier Mondor, Département de Pathologie, 94010, Créteil, France
| | - François Lemonnier
- Université Paris-Est Créteil, Institut Mondor de Recherche Biomedicale, Creteil, INSERMU955, France
- AP-HP, Groupe Hospitalo-Universitaire Chenevier Mondor, Service Unité Hémopathies Lymphoides, 94010, Créteil, France
| | - Jean-Ehrland Ricci
- Université Côte d'Azur, INSERM, C3M, 06204, Nice, France
- Equipe Labellisée Ligue Contre Le Cancer, 06204, Nice, France
| | - Els Verhoeyen
- Université Côte d'Azur, INSERM, C3M, 06204, Nice, France.
- Equipe Labellisée Ligue Contre Le Cancer, 06204, Nice, France.
- CIRI, Université de Lyon, INSERM U1111, ENS de Lyon, University Lyon1, CNRS, UMR5308, Lyon, 69007, France.
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Myers AJ, Potts C, Makarewicz JA, McGee E, Dumas JA. Choline kinase alpha genotype is related to hippocampal brain volume and cognition in postmenopausal women. Heliyon 2024; 10:e23963. [PMID: 38226229 PMCID: PMC10788445 DOI: 10.1016/j.heliyon.2023.e23963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 12/19/2023] [Indexed: 01/17/2024] Open
Abstract
This study examined how single nucleotide polymorphisms (SNPs) related to choline synthesis and metabolism, processes largely regulated by estrogen, influenced hippocampal volume and neuropsychological function following menopause. We investigated the effect of choline kinase alpha (CHKA) genotype on brain volume and neuropsychological performance in postmenopausal women. The effect alleles of certain CHKA SNPs (rs6591331 T, rs10791957 A) are associated with varied responses to choline deficiency and delegation of choline to physiological pathways. The presence of these alleles was hypothesized to correlate with worse cognitive performance in women after menopause. Results from structural MRI scans revealed larger right hippocampal volumes in subjects with a T/T CHKA rs6591331 genotype compared to A/A subjects. Delayed memory scores from the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS) were lower in subjects with T/T genotypes compared to those with the A/T genotype and the A/A genotype. Based on these findings, we proposed a CHKA-dependent mechanism present within the brain to compensate for the decreased estrogen and biosynthesized choline associated with menopause.
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Affiliation(s)
- Abigail J. Myers
- Department of Psychiatry, Larner College of Medicine, University of Vermont, USA
| | - Callum Potts
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Larner College of Medicine, University of Vermont, USA
| | - Jenna A. Makarewicz
- Department of Psychiatry, Larner College of Medicine, University of Vermont, USA
| | - Elizabeth McGee
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Larner College of Medicine, University of Vermont, USA
| | - Julie A. Dumas
- Department of Psychiatry, Larner College of Medicine, University of Vermont, USA
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Challapalli A, Barwick TD, Dubash SR, Inglese M, Grech-Sollars M, Kozlowski K, Tam H, Patel NH, Winkler M, Flohr P, Saleem A, Bahl A, Falconer A, De Bono JS, Aboagye EO, Mangar S. Bench to Bedside Development of [ 18F]Fluoromethyl-(1,2- 2H 4)choline ([ 18F]D4-FCH). Molecules 2023; 28:8018. [PMID: 38138508 PMCID: PMC10745874 DOI: 10.3390/molecules28248018] [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: 11/15/2023] [Revised: 12/05/2023] [Accepted: 12/06/2023] [Indexed: 12/24/2023] Open
Abstract
Malignant transformation is characterised by aberrant phospholipid metabolism of cancers, associated with the upregulation of choline kinase alpha (CHKα). Due to the metabolic instability of choline radiotracers and the increasing use of late-imaging protocols, we developed a more stable choline radiotracer, [18F]fluoromethyl-[1,2-2H4]choline ([18F]D4-FCH). [18F]D4-FCH has improved protection against choline oxidase, the key choline catabolic enzyme, via a 1H/2D isotope effect, together with fluorine substitution. Due to the promising mechanistic and safety profiles of [18F]D4-FCH in vitro and preclinically, the radiotracer has transitioned to clinical development. [18F]D4-FCH is a safe positron emission tomography (PET) tracer, with a favourable radiation dosimetry profile for clinical imaging. [18F]D4-FCH PET/CT in lung and prostate cancers has shown highly heterogeneous intratumoral distribution and large lesion variability. Treatment with abiraterone or enzalutamide in metastatic castrate-resistant prostate cancer patients elicited mixed responses on PET at 12-16 weeks despite predominantly stable radiological appearances. The sum of the weighted tumour-to-background ratios (TBRs-wsum) was associated with the duration of survival.
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Affiliation(s)
- Amarnath Challapalli
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London W12 0NN, UK; (A.C.); (T.D.B.); (S.R.D.); (M.I.); (M.G.-S.); (K.K.)
- Department of Clinical Oncology, Bristol Haematology and Oncology Center, Horfield Road, Bristol BS2 8ED, UK;
| | - Tara D. Barwick
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London W12 0NN, UK; (A.C.); (T.D.B.); (S.R.D.); (M.I.); (M.G.-S.); (K.K.)
- Department of Radiology & Nuclear Medicine, Imperial College Healthcare NHS Trust, Hammersmith Hospital, Du Cane Road, London W12 0HS, UK; (H.T.); (N.H.P.)
| | - Suraiya R. Dubash
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London W12 0NN, UK; (A.C.); (T.D.B.); (S.R.D.); (M.I.); (M.G.-S.); (K.K.)
| | - Marianna Inglese
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London W12 0NN, UK; (A.C.); (T.D.B.); (S.R.D.); (M.I.); (M.G.-S.); (K.K.)
| | - Matthew Grech-Sollars
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London W12 0NN, UK; (A.C.); (T.D.B.); (S.R.D.); (M.I.); (M.G.-S.); (K.K.)
| | - Kasia Kozlowski
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London W12 0NN, UK; (A.C.); (T.D.B.); (S.R.D.); (M.I.); (M.G.-S.); (K.K.)
| | - Henry Tam
- Department of Radiology & Nuclear Medicine, Imperial College Healthcare NHS Trust, Hammersmith Hospital, Du Cane Road, London W12 0HS, UK; (H.T.); (N.H.P.)
| | - Neva H. Patel
- Department of Radiology & Nuclear Medicine, Imperial College Healthcare NHS Trust, Hammersmith Hospital, Du Cane Road, London W12 0HS, UK; (H.T.); (N.H.P.)
| | - Mathias Winkler
- Department of Urology, Imperial College Healthcare NHS Trust, Charing Cross Hospital, London W6 8RF, UK; (M.W.); (A.F.)
| | - Penny Flohr
- Division of Clinical Studies, The Institute of Cancer Research and Royal Marsden Hospital, Cotswold Road, Sutton SM2 5NG, UK; (P.F.); (J.S.D.B.)
| | - Azeem Saleem
- Invicro, A Konica Minolta Company, Burlington Danes Building, Hammersmith Hospital, Du Cane Road, London W12 0NN, UK;
- Hull York Medical School, University of Hull, Cottingham Road, Hull HU6 7RX, UK
| | - Amit Bahl
- Department of Clinical Oncology, Bristol Haematology and Oncology Center, Horfield Road, Bristol BS2 8ED, UK;
| | - Alison Falconer
- Department of Urology, Imperial College Healthcare NHS Trust, Charing Cross Hospital, London W6 8RF, UK; (M.W.); (A.F.)
| | - Johann S. De Bono
- Division of Clinical Studies, The Institute of Cancer Research and Royal Marsden Hospital, Cotswold Road, Sutton SM2 5NG, UK; (P.F.); (J.S.D.B.)
| | - Eric O. Aboagye
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London W12 0NN, UK; (A.C.); (T.D.B.); (S.R.D.); (M.I.); (M.G.-S.); (K.K.)
| | - Stephen Mangar
- Department of Urology, Imperial College Healthcare NHS Trust, Charing Cross Hospital, London W6 8RF, UK; (M.W.); (A.F.)
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9
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Miriam Jose A, Rasool M. Choline kinase: An underappreciated rheumatoid arthritis therapeutic target. Life Sci 2022; 309:121031. [DOI: 10.1016/j.lfs.2022.121031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 09/28/2022] [Accepted: 09/30/2022] [Indexed: 11/15/2022]
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10
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Lacal JC, Perona R, de Castro J, Cebrián A. Choline Kinase α Inhibitors MN58b and RSM932A Enhances the Antitumor Response to Cisplatin in Lung Tumor Cells. Pharmaceutics 2022; 14:pharmaceutics14061143. [PMID: 35745716 PMCID: PMC9230389 DOI: 10.3390/pharmaceutics14061143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 05/20/2022] [Accepted: 05/24/2022] [Indexed: 02/01/2023] Open
Abstract
Lung cancer is one of the main causes of death in developed countries, and non-small cell lung cancer (NSCLC) is the most frequent type (80% of patients). In advanced NSCLC, platinum-based chemotherapy is the frontline palliative treatment, but less than 5% of patients achieve prolonged survival. Immunotherapy has recently been proposed as the standard of care (SoC) as either monotherapy or in combination with chemotherapy for advanced NSCLC. The levels of expression of PD-L1 are the only predictive biomarkers for patient assessment. Although around 30% of patients receiving immunotherapy achieve 5-year survival, a significant number does not benefit from this novel therapeutic approach. Therefore, there is a need for novel strategies to improve clinical outcomes. The expression level of choline kinase α (ChoKα) is increased in a large number of human tumors, including NSCLC tumors, and constitutes an independent prognostic factor for early-stage NSCLC patients. Thus, ChoKα has been postulated as a new target drug in cancer therapy. The combination of cisplatin with novel targeted drugs such as choline kinase inhibitors may improve both the survival rates and the quality of life of NSCLC patients and may serve as the basis for the development of new therapeutic approaches. To that aim, we developed several in vitro and in vivo approaches to assess the antitumor activity of a novel combination regimen using cisplatin and ChoKα inhibitors. Our results suggest that a proper combination of specific inhibitors of the NSCLC prognostic factor ChoKα and platinum-based conventional chemotherapy might constitute a new, efficient treatment approach for NSCLC patients. This novel approach may help reduce the toxicity profile associated with cisplatin since, despite the advances in NSCLC management in recent years, the overall 5-year survival rate is still poor.
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Affiliation(s)
- Juan Carlos Lacal
- Instituto de Investigaciones Biomédicas, CSIC/UAM, 28029 Madrid, Spain; (R.P.); (A.C.)
- Instituto de Investigación Sanitaria Hospital La Paz, IDIPAZ, 28046 Madrid, Spain;
- Correspondence: ; Tel.: +34-914-975-438
| | - Rosario Perona
- Instituto de Investigaciones Biomédicas, CSIC/UAM, 28029 Madrid, Spain; (R.P.); (A.C.)
- Instituto de Investigación Sanitaria Hospital La Paz, IDIPAZ, 28046 Madrid, Spain;
| | - Javier de Castro
- Instituto de Investigación Sanitaria Hospital La Paz, IDIPAZ, 28046 Madrid, Spain;
| | - Arancha Cebrián
- Instituto de Investigaciones Biomédicas, CSIC/UAM, 28029 Madrid, Spain; (R.P.); (A.C.)
- Instituto de Investigación Sanitara Fundación Jiménez Díaz, 28040 Madrid, Spain
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11
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Miller KJ, Asim M. Unravelling the Role of Kinases That Underpin Androgen Signalling in Prostate Cancer. Cells 2022; 11:cells11060952. [PMID: 35326402 PMCID: PMC8946764 DOI: 10.3390/cells11060952] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 03/08/2022] [Accepted: 03/09/2022] [Indexed: 02/07/2023] Open
Abstract
The androgen receptor (AR) signalling pathway is the key driver in most prostate cancers (PCa), and is underpinned by several kinases both upstream and downstream of the AR. Many popular therapies for PCa that target the AR directly, however, have been circumvented by AR mutation, such as androgen receptor variants. Some upstream kinases promote AR signalling, including those which phosphorylate the AR and others that are AR-regulated, and androgen regulated kinase that can also form feed-forward activation circuits to promotes AR function. All of these kinases represent potentially druggable targets for PCa. There has generally been a divide in reviews reporting on pathways upstream of the AR and those reporting on AR-regulated genes despite the overlap that constitutes the promotion of AR signalling and PCa progression. In this review, we aim to elucidate which kinases—both upstream and AR-regulated—may be therapeutic targets and require future investigation and ongoing trials in developing kinase inhibitors for PCa.
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12
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Thommen BT, Passecker A, Buser T, Hitz E, Voss TS, Brancucci NMB. Revisiting the Effect of Pharmaceuticals on Transmission Stage Formation in the Malaria Parasite Plasmodium falciparum. Front Cell Infect Microbiol 2022; 12:802341. [PMID: 35223540 PMCID: PMC8873190 DOI: 10.3389/fcimb.2022.802341] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 01/21/2022] [Indexed: 12/27/2022] Open
Abstract
Malaria parasites rely on specialized stages, called gametocytes, to ensure human-to-human transmission. The formation of these sexual precursor cells is initiated by commitment of blood stage parasites to the sexual differentiation pathway. Plasmodium falciparum, the most virulent of six parasite species infecting humans, employs nutrient sensing to control the rate at which sexual commitment is initiated, and the presence of stress-inducing factors, including antimalarial drugs, has been linked to increased gametocyte production in vitro and in vivo. These observations suggest that therapeutic interventions may promote gametocytogenesis and malaria transmission. Here, we engineered a P. falciparum reporter line to quantify sexual commitment rates after exposure to antimalarials and other pharmaceuticals commonly prescribed in malaria-endemic regions. Our data reveal that some of the tested drugs indeed have the capacity to elevate sexual commitment rates in vitro. Importantly, however, these effects are only observed at drug concentrations that inhibit parasite survival and only rarely result in a net increase of gametocyte production. Using a drug-resistant parasite reporter line, we further show that the gametocytogenesis-promoting effect of drugs is linked to general stress responses rather than to compound-specific activities. Altogether, we did not observe evidence for mechanistic links between the regulation of sexual commitment and the activity of commonly used pharmaceuticals in vitro. Our data hence does not support scenarios in which currently applied therapeutic interventions would promote the spread of drug-resistant parasites or malaria transmission in general.
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Affiliation(s)
- Basil T. Thommen
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Armin Passecker
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Tamara Buser
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Eva Hitz
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Till S. Voss
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
- *Correspondence: Till S. Voss, ; Nicolas M. B. Brancucci,
| | - Nicolas M. B. Brancucci
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
- *Correspondence: Till S. Voss, ; Nicolas M. B. Brancucci,
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13
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Schiaffino-Ortega S, Mariotto E, Luque-Navarro PM, Kimatrai-Salvador M, Rios-Marco P, Hurtado-Guerrero R, Marco C, Carrasco-Jimenez MP, Viola G, López-Cara LC. Anticancer and Structure Activity Relationship of Non-Symmetrical Choline Kinase Inhibitors. Pharmaceutics 2021; 13:pharmaceutics13091360. [PMID: 34575436 PMCID: PMC8464809 DOI: 10.3390/pharmaceutics13091360] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 08/26/2021] [Accepted: 08/27/2021] [Indexed: 11/21/2022] Open
Abstract
Choline kinase inhibitors are an outstanding class of cytotoxic compounds useful for the treatment of different forms of cancer since aberrant choline metabolism is a feature of neoplastic cells. Here, we present the most in-depth structure-activity relationship studies of an interesting series of non-symmetric choline kinase inhibitors previously reported by our group: 3a–h and 4a–h. They are characterized by cationic heads of 3-aminophenol bound to 4-(dimethylamino)- or 4-(pyrrolidin-1-yl)pyridinium through several linkers. These derivatives were evaluated both for their inhibitory activity on the enzyme and their antiproliferative activity in a panel of six human tumor cell lines. The compounds with the N-atom connected to the linker (4a–h) show the best inhibitory results, in the manner of results supported by docking studies. On the contrary, the best antiproliferative compounds were those with the O-atom bounded to the linker (3a–h). On the other hand, as was predictable in both families, the inhibitory effect on the enzyme is better the shorter the length of the linker. However, in tumor cells, lipophilicity and choline uptake inhibition could play a decisive role. Interestingly, compounds 3c and 4f, selected for both their ability to inhibit the enzyme and good antiproliferative activity, are endowed with low toxicity in non-tumoral cells (e.g., human peripheral lymphocytes) concerning cancer cells. These compounds were also able to induce apoptosis in Jurkat leukemic cells without causing significant variations of the cell cycle. It is worth mentioning that these derivatives, besides their inhibitory effect on choline kinase, displayed a modest ability to inhibit choline uptake thus suggesting that this mechanism may also contribute to the observed cytotoxicity.
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Affiliation(s)
- Santiago Schiaffino-Ortega
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, Campus of Cartuja, University of Granada, 18071 Granada, Spain; (S.S.-O.); (P.M.L.-N.); (M.K.-S.)
| | - Elena Mariotto
- Laboratory of Oncohematology, Department of Woman’s and Child’s Health, University of Padova, 35128 Padova, Italy;
| | - Pilar María Luque-Navarro
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, Campus of Cartuja, University of Granada, 18071 Granada, Spain; (S.S.-O.); (P.M.L.-N.); (M.K.-S.)
| | - María Kimatrai-Salvador
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, Campus of Cartuja, University of Granada, 18071 Granada, Spain; (S.S.-O.); (P.M.L.-N.); (M.K.-S.)
| | - Pablo Rios-Marco
- Department of Biochemistry and Molecular Biology I, Faculty of Sciences, University of Granada, 18071 Granada, Spain; (P.R.-M.); (C.M.)
| | - Ramon Hurtado-Guerrero
- Institute of Biocomputation and Physics of Complex Systems (BIFI), Mariano Esquillor s/n, Campus Rio Ebro, Edificio I+D, University of Zaragoza, 50018 Zaragoza, Spain;
| | - Carmen Marco
- Department of Biochemistry and Molecular Biology I, Faculty of Sciences, University of Granada, 18071 Granada, Spain; (P.R.-M.); (C.M.)
| | - María Paz Carrasco-Jimenez
- Department of Biochemistry and Molecular Biology I, Faculty of Sciences, University of Granada, 18071 Granada, Spain; (P.R.-M.); (C.M.)
- Correspondence: (M.P.C.-J.); (G.V.); (L.C.L.-C.); Tel.: +34-958-243-248 (M.P.C.-J.); +34-958-243-849 (L.C.L.-C.)
| | - Giampietro Viola
- Laboratory of Oncohematology, Department of Woman’s and Child’s Health, University of Padova, 35128 Padova, Italy;
- Correspondence: (M.P.C.-J.); (G.V.); (L.C.L.-C.); Tel.: +34-958-243-248 (M.P.C.-J.); +34-958-243-849 (L.C.L.-C.)
| | - Luisa Carlota López-Cara
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, Campus of Cartuja, University of Granada, 18071 Granada, Spain; (S.S.-O.); (P.M.L.-N.); (M.K.-S.)
- Correspondence: (M.P.C.-J.); (G.V.); (L.C.L.-C.); Tel.: +34-958-243-248 (M.P.C.-J.); +34-958-243-849 (L.C.L.-C.)
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14
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Wang N, Brickute D, Braga M, Barnes C, Lu H, Allott L, Aboagye EO. Novel Non-Congeneric Derivatives of the Choline Kinase Alpha Inhibitor ICL-CCIC-0019. Pharmaceutics 2021; 13:1078. [PMID: 34371769 PMCID: PMC8309005 DOI: 10.3390/pharmaceutics13071078] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 07/06/2021] [Accepted: 07/09/2021] [Indexed: 01/07/2023] Open
Abstract
Choline kinase alpha (CHKA) is a promising target for the development of cancer therapeutics. We have previously reported ICL-CCIC-0019, a potent CHKA inhibitor with high cellular activity but with some unfavorable pharmacological properties. In this work, we present an active analogue of ICL-CCIC-0019 bearing a piperazine handle (CK146) to facilitate further structural elaboration of the pharmacophore and thus improve the biological profile. Two different strategies were evaluated in this study: (1) a prodrug approach whereby selective CHKA inhibition could be achieved through modulating the activity of CK146, via the incorporation of an ε-(Ac) Lys motif, cleavable by elevated levels of histone deacetylase (HDAC) and cathepsin L (CTSL) in tumour cells; (2) a prostate-specific membrane antigen (PSMA) receptor targeted delivery strategy. Prodrug (CK145) and PSMA-targeted (CK147) derivatives were successfully synthesized and evaluated in vitro. While the exploitation of CK146 in those two strategies did not deliver the expected results, important and informative structure-activity relationships were observed and have been reported.
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Affiliation(s)
- Ning Wang
- Comprehensive Cancer Imaging Centre, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London W12 0NN, UK; (N.W.); (D.B.); (M.B.); (C.B.); (H.L.)
| | - Diana Brickute
- Comprehensive Cancer Imaging Centre, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London W12 0NN, UK; (N.W.); (D.B.); (M.B.); (C.B.); (H.L.)
| | - Marta Braga
- Comprehensive Cancer Imaging Centre, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London W12 0NN, UK; (N.W.); (D.B.); (M.B.); (C.B.); (H.L.)
| | - Chris Barnes
- Comprehensive Cancer Imaging Centre, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London W12 0NN, UK; (N.W.); (D.B.); (M.B.); (C.B.); (H.L.)
| | - Haonan Lu
- Comprehensive Cancer Imaging Centre, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London W12 0NN, UK; (N.W.); (D.B.); (M.B.); (C.B.); (H.L.)
| | - Louis Allott
- Comprehensive Cancer Imaging Centre, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London W12 0NN, UK; (N.W.); (D.B.); (M.B.); (C.B.); (H.L.)
- Positron Emission Tomography Research Centre, Faculty of Health Sciences, University of Hull, Kingston upon Hull HU6 7RX, UK
| | - Eric O. Aboagye
- Comprehensive Cancer Imaging Centre, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London W12 0NN, UK; (N.W.); (D.B.); (M.B.); (C.B.); (H.L.)
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