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Luhaibi DK, Ali HHM, Al-Ani I, Shalan N, Al-Akayleh F, Al-Remawi M, Nasereddin J, Qinna NA, Al-Adham I, Khanfar M. The Formulation and Evaluation of Deep Eutectic Vehicles for the Topical Delivery of Azelaic Acid for Acne Treatment. Molecules 2023; 28:6927. [PMID: 37836770 PMCID: PMC10574101 DOI: 10.3390/molecules28196927] [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: 08/14/2023] [Revised: 09/19/2023] [Accepted: 09/22/2023] [Indexed: 10/15/2023] Open
Abstract
The current work was aimed at the development of a topical drug delivery system for azelaic acid (AzA) for acne treatment. The systems tested for this purpose were deep eutectic systems (DESs) prepared from choline chloride (CC), malonic acid (MA), and PEG 400. Three CC to MA and eight different MA: CC: PEG400 ratios were tested. The physical appearance of the tested formulations ranged from solid and liquid to semisolid. Only those that showed liquid formulations of suitable viscosity were considered for further investigations. A eutectic mixture made from MA: CC: PEG400 1:1:6 (MCP 116) showed the best characteristics in terms of viscosity, contact angle, spreadability, partition coefficient, and in vitro diffusion. Moreover, the MCP116 showed close rheological properties to the commercially available market lead acne treatment product (Skinorin®). In addition, the formula showed synergistic antibacterial activity between the MA moiety of the DES and the AzA. In vitro diffusion studies using polyamide membranes demonstrated superior diffusion of MCP116 over the pure drug and the commercial product. No signs of skin irritation and edema were observed when MCP116 was applied to rabbit skin. Additionally, the MCP116 was found to be, physically and chemically, highly stable at 4, 25, and 40 °C for a one-month stability study.
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Affiliation(s)
- Dhari K. Luhaibi
- Faculty of Pharmacy, Pharmacological and Diagnostic Research Center, Al-Ahliyya Amman University, Amman 19328, Jordan; (D.K.L.); (N.S.)
| | - Hiba H. Mohammed Ali
- Department of Pharmaceutics, College of Pharmacy, University of Sulaimani, Sulaimani 46001, Kurdistan Region, Iraq;
| | - Israa Al-Ani
- Faculty of Pharmacy, Pharmacological and Diagnostic Research Center, Al-Ahliyya Amman University, Amman 19328, Jordan; (D.K.L.); (N.S.)
| | - Naeem Shalan
- Faculty of Pharmacy, Pharmacological and Diagnostic Research Center, Al-Ahliyya Amman University, Amman 19328, Jordan; (D.K.L.); (N.S.)
| | - Faisal Al-Akayleh
- Faculty of Pharmacy and Medical Sciences, University of Petra, Amman 11196, Jordan; (F.A.-A.); (M.A.-R.); (N.A.Q.); (I.A.-A.)
| | - Mayyas Al-Remawi
- Faculty of Pharmacy and Medical Sciences, University of Petra, Amman 11196, Jordan; (F.A.-A.); (M.A.-R.); (N.A.Q.); (I.A.-A.)
| | - Jehad Nasereddin
- Faculty of Pharmacy, Department of Pharmaceutical Sciences, Zarqa University, Zarqa 13110, Jordan;
| | - Nidal A. Qinna
- Faculty of Pharmacy and Medical Sciences, University of Petra, Amman 11196, Jordan; (F.A.-A.); (M.A.-R.); (N.A.Q.); (I.A.-A.)
| | - Isi Al-Adham
- Faculty of Pharmacy and Medical Sciences, University of Petra, Amman 11196, Jordan; (F.A.-A.); (M.A.-R.); (N.A.Q.); (I.A.-A.)
| | - Mai Khanfar
- Department of Pharmaceutical Technology, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid 22110, Jordan;
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Amiri Souri E, Chenoweth A, Karagiannis SN, Tsoka S. Drug repurposing and prediction of multiple interaction types via graph embedding. BMC Bioinformatics 2023; 24:202. [PMID: 37193964 DOI: 10.1186/s12859-023-05317-w] [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: 02/22/2023] [Accepted: 04/30/2023] [Indexed: 05/18/2023] Open
Abstract
BACKGROUND Finding drugs that can interact with a specific target to induce a desired therapeutic outcome is key deliverable in drug discovery for targeted treatment. Therefore, both identifying new drug-target links, as well as delineating the type of drug interaction, are important in drug repurposing studies. RESULTS A computational drug repurposing approach was proposed to predict novel drug-target interactions (DTIs), as well as to predict the type of interaction induced. The methodology is based on mining a heterogeneous graph that integrates drug-drug and protein-protein similarity networks, together with verified drug-disease and protein-disease associations. In order to extract appropriate features, the three-layer heterogeneous graph was mapped to low dimensional vectors using node embedding principles. The DTI prediction problem was formulated as a multi-label, multi-class classification task, aiming to determine drug modes of action. DTIs were defined by concatenating pairs of drug and target vectors extracted from graph embedding, which were used as input to classification via gradient boosted trees, where a model is trained to predict the type of interaction. After validating the prediction ability of DT2Vec+, a comprehensive analysis of all unknown DTIs was conducted to predict the degree and type of interaction. Finally, the model was applied to propose potential approved drugs to target cancer-specific biomarkers. CONCLUSION DT2Vec+ showed promising results in predicting type of DTI, which was achieved via integrating and mapping triplet drug-target-disease association graphs into low-dimensional dense vectors. To our knowledge, this is the first approach that addresses prediction between drugs and targets across six interaction types.
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Affiliation(s)
- E Amiri Souri
- Department of Informatics, Faculty of Natural, Mathematical and Engineering Sciences, King's College London, Bush House, London, WC2B 4BG, UK
| | - A Chenoweth
- St. John's Institute of Dermatology, School of Basic and Medical Biosciences, Guy's Hospital, King's College London, London, SE1 9RT, UK
- Breast Cancer Now Research Unit, School of Cancer and Pharmaceutical Sciences, Guy's Cancer Centre, King's College London, London, SE1 9RT, UK
| | - S N Karagiannis
- St. John's Institute of Dermatology, School of Basic and Medical Biosciences, Guy's Hospital, King's College London, London, SE1 9RT, UK
- Breast Cancer Now Research Unit, School of Cancer and Pharmaceutical Sciences, Guy's Cancer Centre, King's College London, London, SE1 9RT, UK
| | - S Tsoka
- Department of Informatics, Faculty of Natural, Mathematical and Engineering Sciences, King's College London, Bush House, London, WC2B 4BG, UK.
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Liao Y, Wu X, Luo W, Chen J, Huang Y, Ma K, Zhang C, Wang J, Yang Y, Deng M, Wang X. Azelaic Acid Regulates the Renin-Angiotensin System and Improves Colitis Based on Network Pharmacology and Experimentation. ACS OMEGA 2023; 8:15217-15228. [PMID: 37151561 PMCID: PMC10157865 DOI: 10.1021/acsomega.3c00210] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 03/31/2023] [Indexed: 05/09/2023]
Abstract
Inflammatory bowel disease (IBD), which encompasses Crohn's disease and ulcerative colitis, has a complicated etiology that might be brought on by metabolic dysbiosis. Previous metabonomic studies have found a correlation between decreased azelaic acid (AzA) and IBD. Herein, data from the Metabolomics Workbench showed that the content of AzA decreased in IBD patients (PR000639) and dextran sulfate sodium (DSS)-induced mice (PR000837). The effects of AzA on IBD were then examined using a DSS-induced mouse model, and the results demonstrated that AzA alleviated clinical activity, decreased pro-inflammatory cytokine production, and reduced CD4+CD25+Foxp3+Treg percentages in mesenteric lymph nodes. Through network pharmacology analysis, we discovered 99 candidate IBD-associated genes that are potentially regulated by AzA. After the enrichment analysis of the candidate genes, the renin-angiotensin system (RAS) pathway was one of the most substantially enriched pathways. Additionally, AzA reversed the increased expression of important RAS components (ACE, ACE2, and MAS1L) following DSS induction, suggesting that AzA exerts therapeutic effects possibly via the RAS pathway. This study suggests that AzA may be a promising drug for treating IBD.
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Affiliation(s)
- Yangjie Liao
- Department
of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
- Hunan
Key Laboratory of Non Resolving Inflammation and Cancer, Changsha 410008, China
| | - Xing Wu
- Department
of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
- Hunan
Key Laboratory of Non Resolving Inflammation and Cancer, Changsha 410008, China
| | - Weiwei Luo
- Department
of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
- Hunan
Key Laboratory of Non Resolving Inflammation and Cancer, Changsha 410008, China
| | - Jiang Chen
- The
Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang 421001, China
| | - Yujun Huang
- Department
of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
- Hunan
Key Laboratory of Non Resolving Inflammation and Cancer, Changsha 410008, China
| | - Kejia Ma
- Department
of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
- Hunan
Key Laboratory of Non Resolving Inflammation and Cancer, Changsha 410008, China
| | - Chao Zhang
- Department
of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
- Hunan
Key Laboratory of Non Resolving Inflammation and Cancer, Changsha 410008, China
| | - Jiayi Wang
- Department
of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
- Hunan
Key Laboratory of Non Resolving Inflammation and Cancer, Changsha 410008, China
| | - Yan Yang
- Department
of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
- Hunan
Key Laboratory of Non Resolving Inflammation and Cancer, Changsha 410008, China
| | - Minzi Deng
- Department
of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
| | - Xiaoyan Wang
- Department
of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
- Hunan
Key Laboratory of Non Resolving Inflammation and Cancer, Changsha 410008, China
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Ádám AL, Kátay G, Künstler A, Király L. Detection of Lipid Peroxidation-Derived Free Azelaic Acid, a Biotic Stress Marker and Other Dicarboxylic Acids in Tobacco by Reversed-Phase HPLC-MS Under Non-derivatized Conditions. Methods Mol Biol 2022; 2526:191-200. [PMID: 35657521 DOI: 10.1007/978-1-0716-2469-2_14] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Azelaic acid (AzA, 1,9-nonadienoic acid) is a nine-carbon chain (C9) dicarboxylic acid with multiple and diverse functions in humans and plants. In plants this compound was suggested as a marker for lipid peroxidation under biotic and abiotic stress conditions and an inducer (priming agent) of plant immunity (acquired resistance). Detection methods for AzA in plants include a wide range of methodological approaches. This new and simple reversed-phase HPLC-MS protocol describes the measurement of AzA and other dicarboxylic acids either from tobacco leaf tissue or petiolar exudates (vascular sap) of plants under non-derivatized conditions.
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Affiliation(s)
- Attila L Ádám
- Plant Protection Institute, Centre for Agricultural Research, Eötvös Loránd Research Network (ELKH), Budapest, Hungary
| | - György Kátay
- Plant Protection Institute, Centre for Agricultural Research, Eötvös Loránd Research Network (ELKH), Budapest, Hungary
| | - András Künstler
- Plant Protection Institute, Centre for Agricultural Research, Eötvös Loránd Research Network (ELKH), Budapest, Hungary
| | - Lóránt Király
- Plant Protection Institute, Centre for Agricultural Research, Eötvös Loránd Research Network (ELKH), Budapest, Hungary.
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Hou Y, Zi J, Ge Z. High Expression of RhoF Predicts Worse Overall Survival: A Potential Therapeutic Target for non-M3 Acute Myeloid Leukemia. J Cancer 2021; 12:5530-5542. [PMID: 34405015 PMCID: PMC8364661 DOI: 10.7150/jca.52648] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 07/15/2021] [Indexed: 01/11/2023] Open
Abstract
Rho GTPases are involved in multiple human malignancies and diverse biological functions. However, the patterns and prognostic significance of the expression of RhoD subfamily in acute myeloid leukemia (AML) remain unknown. Here, we detected the expressions of RhoD subfamily genes in AML on the basis of several published datasets and analyzed the survival of RhoD subfamily across the TCGA profiles and in a GEO series. We found that the expression of RhoF, but not RhoD, increased in AML patients in TCGA and GEO (all P<0.001); the survival analysis of two independent cohorts demonstrated that higher RhoF expression was significantly associated with poorer overall survival (OS) (P<0.001), whereas RhoD expression had no significant effect on OS in patients with AML (P>0.05); the subgroup analysis showed that high RhoF expression was correlated with poor 1-, 3-, and 5-year OS (P<0.05 for all); upregulated RhoF expression had a more significant prognostic value for OS in the younger patients (age<60), the intensive chemotherapy group, and wild-type groups (IDH1, NRAS, and TP53) (P<0.05 for all). Multivariate analysis indicated high RhoF expression as a strongly independent unfavorable prognostic factor for OS in patients without transplantation (P<0.05). Furthermore, a higher RhoF expression was closely associated with an older age, intermediate-/poor-risk cytogenetics and mutations in IDH1, NRAS, and TP53. RhoF expression was negatively correlated with BM blasts (P=0.020) and WBC (P=0.003). These findings suggest that high RhoF expression is associated with worsening OS in AML patients and is a potential therapeutic target for the treatment of AML.
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Affiliation(s)
- Yue Hou
- Department of Hematology, Zhongda Hospital, Medical School of Southeast University, Institute of Hematology Southeast University, Nanjing 210009, China
| | - Jie Zi
- Department of Hematology, Zhongda Hospital, Medical School of Southeast University, Institute of Hematology Southeast University, Nanjing 210009, China
| | - Zheng Ge
- Department of Hematology, Zhongda Hospital, Medical School of Southeast University, Institute of Hematology Southeast University, Nanjing 210009, China
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Zhang D, Liu Y, Wu Q, Zheng Y, Kaweme NM, Zhang Z, Cai M, Dong Y. Pygo2 as a novel biomarker in gastric cancer for monitoring drug resistance by upregulating MDR1. J Cancer 2021; 12:2952-2959. [PMID: 33854595 PMCID: PMC8040896 DOI: 10.7150/jca.53356] [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: 09/16/2020] [Accepted: 02/28/2021] [Indexed: 11/18/2022] Open
Abstract
Chemotherapy is the main therapy for gastric cancer (GC) both before and after surgery, but the emergence of multidrug resistance (MDR) often leads to disease progression and recurrence. P-glycoprotein, encoded by MDR1, is a well-known multidrug efflux transporter involved in drug resistance development. Pygo2 overexpression has been identified in several cancers. Previous studies have shown that abnormal expression of Pygo2 is related to tumorigenesis, chemoresistance, and tumor progression. In this study, to evaluate the underlying relationship between Pygo2 and MDR1 in GC, we constructed GC drug-resistant cell lines, SGC7901/cis-platinum (DDP), and collected tissue from GC patients' pre-and post-chemotherapy. We found that Pygo2 was overexpressed in GC, especially in GC drug-resistant cell lines and GC patients who underwent neoadjuvant DDP-based chemotherapy. Pygo2 overexpression may precede MDR1 and correlates with MDR1 in GC patients. Furthermore, knock-down of Pygo2 induced downregulation of MDR1 and restored SGC7901/DDP's sensitivity to DDP. Further mechanistic analysis demonstrated that Pygo2 could modulate MDR1 transcription by binding to the MDR1 promoter region and promoting MDR1 activation. The overall findings reveal that Pygo2 may be a promising biomarker for monitoring drug resistance in GC by regulating MDR1.
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Affiliation(s)
- Dongdong Zhang
- Department of Oncology, Xiangyang No. 1 People's Hospital, Hubei University of Medicine, Xiangyang, Hubei 441000, China
| | - Yu Liu
- Department of Medical Oncology, Xiamen Key Laboratory of Antitumor Drug Transformation Research, The First Affiliated Hospital of Xiamen University, School of clinical Medicine, Fujian Medical University, Xiamen 361003, Fujian Province, P.R. China
| | - Qiuwan Wu
- Department of Medical Oncology, Xiamen Key Laboratory of Antitumor Drug Transformation Research, The First Affiliated Hospital of Xiamen University, School of clinical Medicine, Fujian Medical University, Xiamen 361003, Fujian Province, P.R. China
| | - Yahong Zheng
- Xiamen Huli District Maternal and Child Health Hospital, 361005 Xiamen, Fujian, China
| | | | - Zhiming Zhang
- Department of Medical Oncology, Xiamen Key Laboratory of Antitumor Drug Transformation Research, The First Affiliated Hospital of Xiamen University, School of clinical Medicine, Fujian Medical University, Xiamen 361003, Fujian Province, P.R. China
| | - Mingquan Cai
- Department of Medical Oncology, Xiamen Key Laboratory of Antitumor Drug Transformation Research, The First Affiliated Hospital of Xiamen University, School of clinical Medicine, Fujian Medical University, Xiamen 361003, Fujian Province, P.R. China
| | - Youhong Dong
- Department of Oncology, Xiangyang No. 1 People's Hospital, Hubei University of Medicine, Xiangyang, Hubei 441000, China
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Azelaic Acid Exerts Antileukemia Effects against Acute Myeloid Leukemia by Regulating the Prdxs/ROS Signaling Pathway. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2020; 2020:1295984. [PMID: 33425206 PMCID: PMC7775164 DOI: 10.1155/2020/1295984] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 11/26/2020] [Accepted: 12/10/2020] [Indexed: 12/15/2022]
Abstract
Acute myeloid leukemia (AML) is a hematological malignancy with a poor prognosis attributed to elevated reactive oxygen species (ROS) levels. Thus, agents that inhibit ROS generation in AML should be exploited. Azelaic acid (AZA), a small molecular compound, can scavenge ROS and other free radicals, exerting antitumor effects on various tumor cells. Herein, this study evaluated the antileukemic activity of AZA against AML via regulation of the ROS signaling pathway. We found that AZA reduced intracellular ROS levels and increased total antioxidant capacity in AML cell lines and AML patient cells. AZA suppressed the proliferation of AML cell lines and AML patient cells, expending minimal cytotoxicity on healthy cells. Laser confocal microscopy showed that AZA-treated AML cells surged and ruptured gradually on microfluidic chips. Additionally, AZA promoted AML cell apoptosis and arrested the cell cycle at the G1 phase. Further analysis demonstrated that peroxiredoxin (Prdx) 2 and Prdx3 were upregulated in AZA-treated AML cells. In vivo, AZA prolonged survival and attenuated AML by decreasing CD33+ immunophenotyping in the bone marrow of a patient-derived xenograft AML model. Furthermore, mice in the AZA-treated group had an increased antioxidant capacity and Prdx2/Prdx3 upregulation. The findings indicate that AZA may be a potential agent against AML by regulating the Prdxs/ROS signaling pathway.
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Structural and In Silico Characterization of Small Molecules Isolated from Eichhornia crassipes. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2020; 2020:1375639. [PMID: 32508941 PMCID: PMC7246410 DOI: 10.1155/2020/1375639] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Accepted: 04/29/2020] [Indexed: 11/18/2022]
Abstract
Eichhornia crassipes has been reported to have various medicinal properties including anticancer activities. The plant was collected from the Shire river in Malawi, and two cytotoxic compounds, benzene-1,4-diol and nonanedioic acid, were isolated and characterized for the first time in the leaves and roots of the plant. 1H NMR, COSY, HSQC, HMBC, 13-C, and LCMS spectroscopic experimental techniques were used to identify the compounds in their pure forms. In silico experiments showed that both compounds do not have AMES toxicity and do not inhibit cytochrome P450 enzymes, but nonanedioic acid acts as a CYP2D6 substrate. This work showed that Eichhornia crassipes can be considered to have a role as a source of potential hits and leads to drug development that can be rationally optimized for drugs.
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