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Basu T, Upadhyay AK. In silico study of novel alpha tocopheroids as effective inhibitors of aldo-keto reductase 1c3 (AKR1C3) enzyme. J Biomol Struct Dyn 2024; 42:7715-7729. [PMID: 37534497 DOI: 10.1080/07391102.2023.2241543] [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: 03/29/2023] [Accepted: 07/21/2023] [Indexed: 08/04/2023]
Abstract
Aldo-keto reductase 1C3 (AKR1C3) is a monomeric enzyme expressed in steroidogenic tissues such as the testis, prostate, uterus, and breast. Overexpression of this AKR1C3 is associated with vast cancers such as breast, colon, colorectal, endometrial, prostate, and acute myeloid leukaemia. Regarding the treatment of castration-resistant prostate cancer, breast cancer, and acute myeloid leukaemia, AKR1C3 inhibitors may offer clear advantages over currently available therapies. Thus, discovering novel and specific AKR1C3 inhibitors is a promising way to obstruct drug resistance in cancer. Derivatives of alpha-tocopherol and alpha-tocopheroids were selected as possible therapeutics to act as AKR1C3 inhibitors. The precise targets of several ligands were determined using computational screening methods. The molecular structure of AKR1C3 and its ligands were used as the foundation for in silico predictions, modelling, and dynamic simulations. Compounds were selected based on their biological properties and filtered according to their ADMET and drug-likeness properties. Additionally, simulations of all-atom molecular dynamics on AKR1C3 with the cleared compounds revealed stability over the simulated trajectories of 100 ns. When seen collectively, alpha-tocospiro A may be considered prospective AKR1C3 inhibitors for creating anticancer therapies.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Tanmayee Basu
- Department of Biotechnology, Thapar Institute of Engineering & Technology, Patiala, India
| | - Atul Kumar Upadhyay
- Department of Biotechnology, Thapar Institute of Engineering & Technology, Patiala, India
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Pippione AC, Kilic-Kurt Z, Kovachka S, Sainas S, Rolando B, Denasio E, Pors K, Adinolfi S, Zonari D, Bagnati R, Lolli ML, Spyrakis F, Oliaro-Bosso S, Boschi D. New aldo-keto reductase 1C3 (AKR1C3) inhibitors based on the hydroxytriazole scaffold. Eur J Med Chem 2022; 237:114366. [DOI: 10.1016/j.ejmech.2022.114366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 03/30/2022] [Accepted: 04/05/2022] [Indexed: 11/04/2022]
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Lolli ML, Carnovale IM, Pippione AC, Wahlgren WY, Bonanni D, Marini E, Zonari D, Gallicchio M, Boscaro V, Goyal P, Friemann R, Rolando B, Bagnati R, Adinolfi S, Oliaro-Bosso S, Boschi D. Bioisosteres of Indomethacin as Inhibitors of Aldo-Keto Reductase 1C3. ACS Med Chem Lett 2019; 10:437-443. [PMID: 30996776 DOI: 10.1021/acsmedchemlett.8b00484] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 01/28/2019] [Indexed: 11/28/2022] Open
Abstract
Aldo-keto reductase 1C3 (AKR1C3) is an attractive target in drug design for its role in resistance to anticancer therapy. Several nonsteroidal anti-inflammatory drugs such as indomethacin are known to inhibit AKR1C3 in a nonselective manner because of COX-off target effects. Here we designed two indomethacin analogues by proposing a bioisosteric connection between the indomethacin carboxylic acid function and either hydroxyfurazan or hydroxy triazole rings. Both compounds were found to target AKR1C3 in a selective manner. In particular, hydroxyfurazan derivative is highly selective for AKR1C3 over the 1C2 isoform (up to 90-times more) and inactive on COX enzymes. High-resolution crystal structure of its complex with AKR1C3 shed light onto the binding mode of the new inhibitors. In cell-based assays (on colorectal and prostate cancer cells), the two indomethacin analogues showed higher potency than indomethacin. Therefore, these two AKR1C3 inhibitors can be used to provide further insight into the role of AKR1C3 in cancer.
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Affiliation(s)
- Marco L. Lolli
- Department of Science and Drug Technology, University of Turin, via Pietro Giuria 9, 10125 Turin, Italy
| | - Irene M. Carnovale
- Department of Science and Drug Technology, University of Turin, via Pietro Giuria 9, 10125 Turin, Italy
| | - Agnese C. Pippione
- Department of Science and Drug Technology, University of Turin, via Pietro Giuria 9, 10125 Turin, Italy
| | - Weixiao Y. Wahlgren
- Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, S-40530 Gothenburg, Sweden
| | - Davide Bonanni
- Department of Science and Drug Technology, University of Turin, via Pietro Giuria 9, 10125 Turin, Italy
| | - Elisabetta Marini
- Department of Science and Drug Technology, University of Turin, via Pietro Giuria 9, 10125 Turin, Italy
| | - Daniele Zonari
- Department of Science and Drug Technology, University of Turin, via Pietro Giuria 9, 10125 Turin, Italy
| | - Margherita Gallicchio
- Department of Science and Drug Technology, University of Turin, via Pietro Giuria 9, 10125 Turin, Italy
| | - Valentina Boscaro
- Department of Science and Drug Technology, University of Turin, via Pietro Giuria 9, 10125 Turin, Italy
| | - Parveen Goyal
- Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, S-40530 Gothenburg, Sweden
| | - Rosmarie Friemann
- Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, S-40530 Gothenburg, Sweden
| | - Barbara Rolando
- Department of Science and Drug Technology, University of Turin, via Pietro Giuria 9, 10125 Turin, Italy
| | - Renzo Bagnati
- Istituto di Ricerche Farmacologiche “Mario Negri” IRCCS, Via La Masa 19, 20156 Milan, Italy
| | - Salvatore Adinolfi
- Department of Science and Drug Technology, University of Turin, via Pietro Giuria 9, 10125 Turin, Italy
| | - Simonetta Oliaro-Bosso
- Department of Science and Drug Technology, University of Turin, via Pietro Giuria 9, 10125 Turin, Italy
| | - Donatella Boschi
- Department of Science and Drug Technology, University of Turin, via Pietro Giuria 9, 10125 Turin, Italy
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Potent and selective aldo-keto reductase 1C3 (AKR1C3) inhibitors based on the benzoisoxazole moiety: application of a bioisosteric scaffold hopping approach to flufenamic acid. Eur J Med Chem 2018; 150:930-945. [DOI: 10.1016/j.ejmech.2018.03.040] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Revised: 03/13/2018] [Accepted: 03/14/2018] [Indexed: 11/19/2022]
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Wang HJ, Zhou M, Jia L, Sun J, Shi HB, Liu SL, Wang ZZ. Identification of Aberrant Chromosomal Regions in Human Breast Cancer Using Gene Expression Data and Related Gene Information. Med Sci Monit 2015; 21:2557-66. [PMID: 26319982 PMCID: PMC4557392 DOI: 10.12659/msm.894887] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Chromosomal instability is a hallmark of cancer. Chromosomal imbalances, like amplifications and deletions, influence the transcriptional activity of genes. These imbalances affect not only the expression of genes in the aberrant chromosomal regions, but also that of related genes, and may be relevant to the cancer status. MATERIAL AND METHODS Here, we used the 7 publicly available microarray studies in breast cancer tissues and propose a general and unsupervised method by using the gene expression data and related gene information to systematically identify aberrant chromosomal regions. This method aimed to identify the chromosomal regions where the genes and their related genes both show consistent changes in the expression levels. Such patterns have been reported to be associated with the chromosomal aberrations and may be used in cancer diagnosis. RESULTS We compared 488 tumor and 222 normal samples from 7 microarray-based human breast cancer studies and detected the amplifications of 8q11.21, 14q32.11, 4q21.23, 18q11.2, Xq28, and the deletions of 3p24.1, 10q23.2 (BSCG1), 20p11.21, 9q21.13, and 1q41, which may be involved in the novel mechanisms of tumorigenesis. In addition, several known pathogenic genes, transcription factors (TFs), and microRNAs (miRNAs) associated with breast cancer were found. CONCLUSIONS This approach can be applied to other microarray studies, which provide a new and useful method for exploring chromosome structural variations in different types of diseases.
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Affiliation(s)
- Hong-Jiu Wang
- College of Science, Heilongjiang University of Science and Technology, Harbin, Heilongjiang, China (mainland)
| | - Meng Zhou
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China (mainland)
| | - Li Jia
- Department of Environmental Health, Public health Institute of Harbin Medical University, Harbin, Heilongjiang, China (mainland)
| | - Jie Sun
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China (mainland)
| | - Hong-Bo Shi
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China (mainland)
| | - Shu-Lin Liu
- Genomics Research Center (one of The State-Province Key Laboratories of Biomedicine-Pharmaceutics of China), Harbin Medical University, Harbin, Heilongjiang, China (mainland)
| | - Zhen-Zhen Wang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China (mainland)
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