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Fang T, Liu L, Liu W. Exploring the mechanism of fraxetin against acute myeloid leukemia through cell experiments and network pharmacology. BMC Complement Med Ther 2024; 24:226. [PMID: 38858650 PMCID: PMC11163689 DOI: 10.1186/s12906-024-04529-8] [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: 03/26/2023] [Accepted: 05/30/2024] [Indexed: 06/12/2024] Open
Abstract
OBJECTIVE Previous studies have shown that fraxetin has antitumor activity in a variety of tumors, but its role in acute myeloid leukemia (AML) remains unclear. In this study, we aimed to evaluate the anti-AML effect of fraxetin through cell experiments and network pharmacology analysis. METHODS The inhibitory and apoptotic effects of fraxetin on AML cells were determined by CCK-8 and flow cytometry experiments. Potential targets of fraxetin and AML-related targets were screened using public databases. PPI network, GO functional enrichment and KEGG pathway enrichment analyses were performed to predict the hub targets and signaling pathways by which fraxetin alleviates AML. Molecular docking was used to determine the fraxetin binding sites on hub targets. Using the GEPIA database, the expression of hub targets was analyzed in relation to the overall survival of AML patients. RESULTS Cell experiments showed that fraxetin inhibits AML cell proliferation and induces apoptosis. To explore the potential mechanism of fraxetin, 29 shared targets of fraxetin and AML were obtained through screening online public databases. Among them, AKT1, TNF, SRC, etc., are related to AML cell apoptosis. The expression levels of SRC, NOS3, VAV1, LYN, and PTGS1 were associated with the overall survival of AML patients (p value < 0.05). The enrichment analysis results identified the main pathways, namely, focal adhesion and the PI3K-AKT signaling pathway, that affected the proliferation and apoptosis of AML cells. The analysis of hub targets of the PPI network showed that AKT1, TNF, CTNNB1, etc., were hub targets, which were related to the proliferation and apoptosis of AML cells. The results of molecular docking showed that the hub targets had good binding with fraxetin. CONCLUSION Fraxetin may inhibit AML cell proliferation and induce AML cell apoptosis through multiple targets, such as AKT1, SRC, and EGFR, and multiple pathways, such as focal adhesion and the PI3K-AKT signaling pathway.
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Affiliation(s)
- Tingting Fang
- Department of Pediatrics (Children Hematological Oncology), Children Hematological Oncology and Birth Defects Laboratory, Sichuan Clinical Research Center for Birth Defects, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, 646000, China
| | - Lanqin Liu
- Department of Pediatrics (Children Hematological Oncology), Children Hematological Oncology and Birth Defects Laboratory, Sichuan Clinical Research Center for Birth Defects, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, 646000, China
| | - Wenjun Liu
- Department of Pediatrics (Children Hematological Oncology), Children Hematological Oncology and Birth Defects Laboratory, Sichuan Clinical Research Center for Birth Defects, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, 646000, China.
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Pinto-Merino Á, Labrador J, Zubiaur P, Alcaraz R, Herrero MJ, Montesinos P, Abad-Santos F, Saiz-Rodríguez M. Role of Pharmacogenetics in the Treatment of Acute Myeloid Leukemia: Systematic Review and Future Perspectives. Pharmaceutics 2022; 14:pharmaceutics14030559. [PMID: 35335935 PMCID: PMC8954545 DOI: 10.3390/pharmaceutics14030559] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 02/16/2022] [Accepted: 02/28/2022] [Indexed: 12/12/2022] Open
Abstract
Acute myeloid leukemia (AML) is a heterogeneous disease characterized by remarkable toxicity and great variability in response to treatment. Plenteous pharmacogenetic studies have already been published for classical therapies, such as cytarabine or anthracyclines, but such studies remain scarce for newer drugs. There is evidence of the relevance of polymorphisms in response to treatment, although most studies have limitations in terms of cohort size or standardization of results. The different responses associated with genetic variability include both increased drug efficacy and toxicity and decreased response or resistance to treatment. A broad pharmacogenetic understanding may be useful in the design of dosing strategies and treatment guidelines. The aim of this study is to perform a review of the available publications and evidence related to the pharmacogenetics of AML, compiling those studies that may be useful in optimizing drug administration.
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Affiliation(s)
| | - Jorge Labrador
- Research Unit, Fundación Burgos por la Investigación de la Salud (FBIS), Hospital Universitario de Burgos, 09006 Burgos, Spain; (J.L.); (R.A.)
- Haematology Department, Hospital Universitario de Burgos, 09006 Burgos, Spain
- Facultad de Ciencias de la Salud, Universidad Isabel I, 09003 Burgos, Spain
| | - Pablo Zubiaur
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain; (P.Z.); (F.A.-S.)
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria La Princesa (IP), Universidad Autónoma de Madrid (UAM), 28006 Madrid, Spain
| | - Raquel Alcaraz
- Research Unit, Fundación Burgos por la Investigación de la Salud (FBIS), Hospital Universitario de Burgos, 09006 Burgos, Spain; (J.L.); (R.A.)
| | - María José Herrero
- Pharmacogenetics Department, Hospital Universitari i Politècnic La Fe, 46026 Valencia, Spain;
| | - Pau Montesinos
- Haematology Department, Hospital Universitari i Politècnic La Fe, 46026 Valencia, Spain;
| | - Francisco Abad-Santos
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain; (P.Z.); (F.A.-S.)
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria La Princesa (IP), Universidad Autónoma de Madrid (UAM), 28006 Madrid, Spain
| | - Miriam Saiz-Rodríguez
- Department of Health Sciences, University of Burgos, 09001 Burgos, Spain;
- Research Unit, Fundación Burgos por la Investigación de la Salud (FBIS), Hospital Universitario de Burgos, 09006 Burgos, Spain; (J.L.); (R.A.)
- Correspondence: ; Tel.: +34-947-281-800 (ext. 36078)
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Megías-Vericat JE, Martínez-Cuadrón D, Herrero MJ, Rodríguez-Veiga R, Solana-Altabella A, Boluda B, Ballesta-López O, Cano I, Acuña-Cruz E, Cervera J, Poveda JL, Sanz MÁ, Aliño SF, Montesinos P. Influence of polymorphisms in anthracyclines metabolism genes in the standard induction chemotherapy of acute myeloid leukemia. Pharmacogenet Genomics 2021; 31:133-139. [PMID: 33675324 DOI: 10.1097/fpc.0000000000000431] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Genetic variability in anthracycline metabolism could modify the response and safety of acute myeloid leukemia (AML) induction. METHODS Polymorphisms in genes that encodes enzymes of anthracyclines metabolic pathway (CBR3: rs1056892, rs8133052, NQO1: rs1800566, NQO2: rs1143684, NOS3: rs1799983, rs2070744) were evaluated in 225 adult de novo AML patients. RESULTS The variant CBR3 rs8133052 was associated with lower hepatotoxicity (P = 0.028). Wild-type genotype of NQO2 rs1143684 was related to higher complete remission (P = 0.014), and the variant allele with greater gastrointestinal toxicity (P = 0.024). However, the variant genotype of NQO1 rs1800566 was associated with mucositis (P = 0.018), but heterozygous genotype showed less gastrointestinal toxicity (P = 0.028) and thrombocytopenia (P = 0.009). Protective effects against nephrotoxicity and thrombocytopenia were reported with variant NOS3 rs1799983 (P = 0.006, P = 0.014), whereas carriers of NOS3 rs2070744 showed higher hepatotoxicity and thrombocytopenia (P = 0.017, P = 0.013). CONCLUSIONS This study supports the influence of genetic variability of idarubicin metabolizing could be critical in predicting anthracycline-induced toxicities.
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Affiliation(s)
- Juan Eduardo Megías-Vericat
- Grupo de Farmacogenética, Instituto Investigación Sanitaria La Fe and Área del Medicamento
- Servicio de Farmacia, Área del Medicamento
| | - David Martínez-Cuadrón
- Servicio de Hematología y Hemoterapia, Hospital Universitari i Politècnic La Fe. Av. Fernando Abril Martorell, Valencia
- CIBERONC, Instituto Carlos III, Madrid
| | - María José Herrero
- Grupo de Farmacogenética, Instituto Investigación Sanitaria La Fe and Área del Medicamento
- Departamento Farmacología, Facultad de Medicina, Universidad de Valencia, Av. Blasco Ibáñez 15
| | - Rebeca Rodríguez-Veiga
- Servicio de Hematología y Hemoterapia, Hospital Universitari i Politècnic La Fe. Av. Fernando Abril Martorell, Valencia
- CIBERONC, Instituto Carlos III, Madrid
| | | | - Blanca Boluda
- Servicio de Hematología y Hemoterapia, Hospital Universitari i Politècnic La Fe. Av. Fernando Abril Martorell, Valencia
- CIBERONC, Instituto Carlos III, Madrid
| | | | - Isabel Cano
- Servicio de Hematología y Hemoterapia, Hospital Universitari i Politècnic La Fe. Av. Fernando Abril Martorell, Valencia
- CIBERONC, Instituto Carlos III, Madrid
| | - Evelyn Acuña-Cruz
- Servicio de Hematología y Hemoterapia, Hospital Universitari i Politècnic La Fe. Av. Fernando Abril Martorell, Valencia
- CIBERONC, Instituto Carlos III, Madrid
| | - José Cervera
- Servicio de Hematología y Hemoterapia, Hospital Universitari i Politècnic La Fe. Av. Fernando Abril Martorell, Valencia
- CIBERONC, Instituto Carlos III, Madrid
| | | | - Miguel Ángel Sanz
- Servicio de Hematología y Hemoterapia, Hospital Universitari i Politècnic La Fe. Av. Fernando Abril Martorell, Valencia
- CIBERONC, Instituto Carlos III, Madrid
| | - Salvador F Aliño
- Grupo de Farmacogenética, Instituto Investigación Sanitaria La Fe and Área del Medicamento
- Departamento Farmacología, Facultad de Medicina, Universidad de Valencia, Av. Blasco Ibáñez 15
- Unidad de Farmacología Clínica, Área del Medicamento, Hospital Universitari I Politècnic La Fe, Av. Fernando Abril Martorell, Valencia, Spain
| | - Pau Montesinos
- Servicio de Hematología y Hemoterapia, Hospital Universitari i Politècnic La Fe. Av. Fernando Abril Martorell, Valencia
- CIBERONC, Instituto Carlos III, Madrid
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Megías-Vericat JE, Montesinos P, Herrero MJ, Bosó V, Martínez-Cuadrón D, Poveda JL, Sanz MÁ, Aliño SF. Pharmacogenomics and the treatment of acute myeloid leukemia. Pharmacogenomics 2016; 17:1245-1272. [DOI: 10.2217/pgs-2016-0055] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Acute myeloid leukemia (AML) is a clinically and biologically heterogeneous malignancy that is primarily treated with combinations of cytarabine and anthracyclines. Although this scheme remains effective in most of the patients, variability of outcomes in patients has been partly related with their genetic variability. Several pharmacogenetic studies have analyzed the impact of polymorphisms in genes encoding transporters, metabolizers or molecular targets of chemotherapy agents. A systematic review on all eligible studies was carried out in order to estimate the effect of polymorphisms of anthracyclines and cytarabine pathways on efficacy and toxicity of AML treatment. Other emerging genes recently studied in AML, such as DNA repair genes, genes potentially related to chemotherapy response or AML prognosis, have also been included.
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Affiliation(s)
- Juan Eduardo Megías-Vericat
- Unidad de Farmacogenética, Instituto Investigación Sanitaria La Fe and Área del Medicamento, Hospital Universitario y Politécnico La Fe Avda, Fernando Abril Martorell 106, 46026 – Valencia, Spain
- Servicio de Farmacia, Área del Medicamento, Hospital Universitario y Politécnico La Fe Avda, Fernando Abril Martorell 106, 46026 – Valencia, Spain
| | - Pau Montesinos
- Servicio de Hematología y Hemoterapia, Hospital Universitario y Politécnico La Fe Avda, Fernando Abril Martorell 106, 46026 – Valencia, Spain
| | - María José Herrero
- Unidad de Farmacogenética, Instituto Investigación Sanitaria La Fe and Área del Medicamento, Hospital Universitario y Politécnico La Fe Avda, Fernando Abril Martorell 106, 46026 – Valencia, Spain
- Departamento Farmacología, Facultad de Medicina, Universidad de Valencia, Avda, Blasco Ibáñez 15, 46010 – Valencia, Spain
| | - Virginia Bosó
- Unidad de Farmacogenética, Instituto Investigación Sanitaria La Fe and Área del Medicamento, Hospital Universitario y Politécnico La Fe Avda, Fernando Abril Martorell 106, 46026 – Valencia, Spain
- Servicio de Farmacia, Área del Medicamento, Hospital Universitario y Politécnico La Fe Avda, Fernando Abril Martorell 106, 46026 – Valencia, Spain
| | - David Martínez-Cuadrón
- Servicio de Hematología y Hemoterapia, Hospital Universitario y Politécnico La Fe Avda, Fernando Abril Martorell 106, 46026 – Valencia, Spain
| | - José Luis Poveda
- Servicio de Farmacia, Área del Medicamento, Hospital Universitario y Politécnico La Fe Avda, Fernando Abril Martorell 106, 46026 – Valencia, Spain
| | - Miguel Ángel Sanz
- Servicio de Hematología y Hemoterapia, Hospital Universitario y Politécnico La Fe Avda, Fernando Abril Martorell 106, 46026 – Valencia, Spain
| | - Salvador F Aliño
- Unidad de Farmacogenética, Instituto Investigación Sanitaria La Fe and Área del Medicamento, Hospital Universitario y Politécnico La Fe Avda, Fernando Abril Martorell 106, 46026 – Valencia, Spain
- Departamento Farmacología, Facultad de Medicina, Universidad de Valencia, Avda, Blasco Ibáñez 15, 46010 – Valencia, Spain
- Unidad de Farmacología Clínica, Área del Medicamento, Hospital Universitario y Politécnico La Fe. Avda. Fernando Abril Martorell 106, 46026 – Valencia, Spain
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A data-driven network model of primary myelofibrosis: transcriptional and post-transcriptional alterations in CD34+ cells. Blood Cancer J 2016; 6:e439. [PMID: 27341078 PMCID: PMC5141361 DOI: 10.1038/bcj.2016.47] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Accepted: 05/19/2016] [Indexed: 12/18/2022] Open
Abstract
microRNAs (miRNAs) are relevant in the pathogenesis of primary myelofibrosis (PMF) but our understanding is limited to specific target genes and the overall systemic scenario islacking. By both knowledge-based and ab initio approaches for comparative analysis of CD34+ cells of PMF patients and healthy controls, we identified the deregulated pathways involving miRNAs and genes and new transcriptional and post-transcriptional regulatory circuits in PMF cells. These converge in a unique and integrated cellular process, in which the role of specific miRNAs is to wire, co-regulate and allow a fine crosstalk between the involved processes. The PMF pathway includes Akt signaling, linked to Rho GTPases, CDC42, PLD2, PTEN crosstalk with the hypoxia response and Calcium-linked cellular processes connected to cyclic AMP signaling. Nested on the depicted transcriptional scenario, predicted circuits are reported, opening new hypotheses. Links between miRNAs (miR-106a-5p, miR-20b-5p, miR-20a-5p, miR-17-5p, miR-19b-3p and let-7d-5p) and key transcription factors (MYCN, ATF, CEBPA, REL, IRF and FOXJ2) and their common target genes tantalizingly suggest new path to approach the disease. The study provides a global overview of transcriptional and post-transcriptional deregulations in PMF, and, unifying consolidated and predicted data, could be helpful to identify new combinatorial therapeutic strategy. Interactive PMF network model: http://compgen.bio.unipd.it/pmf-net/.
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