1
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Hughes CJ, Alderman C, Wolin AR, Fields KM, Zhao R, Ford HL. All eyes on Eya: A unique transcriptional co-activator and phosphatase in cancer. Biochim Biophys Acta Rev Cancer 2024; 1879:189098. [PMID: 38555001 PMCID: PMC11111358 DOI: 10.1016/j.bbcan.2024.189098] [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: 12/15/2023] [Revised: 03/26/2024] [Accepted: 03/27/2024] [Indexed: 04/02/2024]
Abstract
The Eya family of proteins (consisting of Eyas1-4 in mammals) play vital roles in embryogenesis by regulating processes such as proliferation, migration/invasion, cellular survival and pluripotency/plasticity of epithelial and mesenchymal states. Eya proteins carry out such diverse functions through a unique combination of transcriptional co-factor, Tyr phosphatase, and PP2A/B55α-mediated Ser/Thr phosphatase activities. Since their initial discovery, re-expression of Eyas has been observed in numerous tumor types, where they are known to promote tumor progression through a combination of their transcriptional and enzymatic activities. Eya proteins thus reinstate developmental processes during malignancy and represent a compelling class of therapeutic targets for inhibiting tumor progression.
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Affiliation(s)
- Connor J Hughes
- Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States of America; Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO 80045, United States of America
| | - Christopher Alderman
- Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States of America; Molecular Biology Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States of America; Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States of America
| | - Arthur R Wolin
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO 80045, United States of America; Molecular Biology Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States of America
| | - Kaiah M Fields
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO 80045, United States of America; Molecular Biology Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States of America
| | - Rui Zhao
- Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States of America; Molecular Biology Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States of America; Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States of America.
| | - Heide L Ford
- Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States of America; Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO 80045, United States of America; Molecular Biology Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States of America.
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2
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Nelson CB, Rogers S, Roychoudhury K, Tan YS, Atkinson CJ, Sobinoff AP, Tomlinson CG, Hsu A, Lu R, Dray E, Haber M, Fletcher JI, Cesare AJ, Hegde RS, Pickett HA. The Eyes Absent family members EYA4 and EYA1 promote PLK1 activation and successful mitosis through tyrosine dephosphorylation. Nat Commun 2024; 15:1385. [PMID: 38360978 PMCID: PMC10869800 DOI: 10.1038/s41467-024-45683-4] [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: 11/13/2022] [Accepted: 01/31/2024] [Indexed: 02/17/2024] Open
Abstract
The Eyes Absent proteins (EYA1-4) are a biochemically unique group of tyrosine phosphatases known to be tumour-promoting across a range of cancer types. To date, the targets of EYA phosphatase activity remain largely uncharacterised. Here, we identify Polo-like kinase 1 (PLK1) as an interactor and phosphatase substrate of EYA4 and EYA1, with pY445 on PLK1 being the primary target site. Dephosphorylation of pY445 in the G2 phase of the cell cycle is required for centrosome maturation, PLK1 localization to centrosomes, and polo-box domain (PBD) dependent interactions between PLK1 and PLK1-activation complexes. Molecular dynamics simulations support the rationale that pY445 confers a structural impairment to PBD-substrate interactions that is relieved by EYA-mediated dephosphorylation. Depletion of EYA4 or EYA1, or chemical inhibition of EYA phosphatase activity, dramatically reduces PLK1 activation, causing mitotic defects and cell death. Overall, we have characterized a phosphotyrosine signalling network governing PLK1 and mitosis.
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Affiliation(s)
- Christopher B Nelson
- Children's Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia
| | - Samuel Rogers
- Children's Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia
| | - Kaushik Roychoudhury
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Yaw Sing Tan
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Caroline J Atkinson
- Children's Cancer Institute, Lowy Cancer Research Centre, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
| | - Alexander P Sobinoff
- Children's Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia
| | - Christopher G Tomlinson
- Children's Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia
| | - Anton Hsu
- Children's Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia
| | - Robert Lu
- Children's Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia
| | - Eloise Dray
- University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Michelle Haber
- Children's Cancer Institute, Lowy Cancer Research Centre, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
| | - Jamie I Fletcher
- Children's Cancer Institute, Lowy Cancer Research Centre, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
| | - Anthony J Cesare
- Children's Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia
| | - Rashmi S Hegde
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Hilda A Pickett
- Children's Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW, Australia.
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3
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Hakami MA, Hazazi A, Albloui F, Gharib AF, Alsaeedi FA, Abdulaziz O, Alhazmi AY, Alsaiari AA. Delineated 3-1-BenCarMethInYlPro-Phosphonic Acid's Adroit Activity against Lung Cancer through Multitargeted Docking, MM\GBSA, QM-DFT and Multiscale Simulations. Int J Mol Sci 2024; 25:592. [PMID: 38203761 PMCID: PMC10779231 DOI: 10.3390/ijms25010592] [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: 11/26/2023] [Revised: 12/15/2023] [Accepted: 12/16/2023] [Indexed: 01/12/2024] Open
Abstract
Lung cancer is a pervasive and challenging disease with limited treatment options, with global health challenges often present with complex molecular profiles necessitating the exploration of innovative therapeutic strategies. Single-target drugs have shown limited success due to the heterogeneity of this disease. Multitargeted drug designing is imperative to combat this complexity by simultaneously targeting multiple target proteins and pathways, which can enhance treatment efficacy and overcome resistance by addressing the dynamic nature of the disease and stopping tumour growth and spread. In this study, we performed the molecular docking studies of Drug Bank compounds with a multitargeted approach against crucial proteins of lung cancer such as heat shock protein 5 (BIP/GRP78) ATPase, myosin 9B RhoGAP, EYA2 phosphatase inhibitor, RSK4 N-terminal kinase, and collapsin response mediator protein-1 (CRMP-1) using HTVS, SP with XP algorithms, and poses were filtered using MM\GBSA which identified [3-(1-Benzyl-3-Carbamoylmethyl-2-Methyl-1h-Indol-5-Yloxy)-Propyl-]-Phosphonic Acid (3-1-BenCarMethIn YlPro-Phosphonic Acid) (DB02504) as multitargeted drug candidate with docking and MM\GBSA score ranges from -5.83 to -10.66 and -7.56 to -50.14 Kcal/mol, respectively. Further, the pharmacokinetic and QM-based DFT studies have shown complete acceptance results, and interaction fingerprinting reveals that ILE, GLY, VAL, TYR, LEU, and GLN were among the most interacting residues. The 100 ns MD simulation in the SPC water model with NPT ensemble showed stable performance with deviation and fluctuations <2 Å with huge interactions, making it a promising multitargeted drug candidate; however, experimental studies are needed before use.
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Affiliation(s)
- Mohammed Ageeli Hakami
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Shaqra University, Al-Quwayiyah 19257, Saudi Arabia;
| | - Ali Hazazi
- Department of Pathology and Laboratory Medicine, Security Forces Hospital Program, Riyadh 11481, Saudi Arabia; (A.H.); (F.A.)
| | - Fawaz Albloui
- Department of Pathology and Laboratory Medicine, Security Forces Hospital Program, Riyadh 11481, Saudi Arabia; (A.H.); (F.A.)
| | - Amal F. Gharib
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia; (A.F.G.); (F.A.A.); (O.A.)
| | - Fouzeyyah Ali Alsaeedi
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia; (A.F.G.); (F.A.A.); (O.A.)
| | - Osama Abdulaziz
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia; (A.F.G.); (F.A.A.); (O.A.)
| | - Abdulfattah Y. Alhazmi
- Pharmaceutical Practices Department, College of Pharmacy, Umm Al-Qura University, Makkah 21955, Saudi Arabia;
| | - Ahad Amer Alsaiari
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia; (A.F.G.); (F.A.A.); (O.A.)
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Alderman C, Krueger A, Rossi J, Ford HL, Zhao R. In Vitro Phosphatase Assays for the Eya2 Tyrosine Phosphatase. Methods Mol Biol 2024; 2743:285-300. [PMID: 38147222 DOI: 10.1007/978-1-0716-3569-8_18] [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] [Indexed: 12/27/2023]
Abstract
Protein tyrosine phosphatases (PTP), such as the Eyes Absent (Eya) family of proteins, play important roles in diverse biological processes. In vitro phosphatase assays are essential tools for characterizing the enzymatic activity as well as discovering inhibitors and regulators of these phosphatases. Two common types of in vitro phosphatase assays use either a small molecule substrate that produces a fluorescent or colored product, or a peptide substrate that produces a colorimetric product in a malachite green assay. In this chapter, we describe detailed protocols of a phosphatase assay using small molecule 3-O-methylfluorescein phosphate (OMFP) as a substrate and a malachite green assay using the pH2AX peptide as a substrate to evaluate the phosphatase activity of EYA2 and the effect of small molecule inhibitors of EYA2. These protocols can be easily adapted to study other protein tyrosine phosphatases.
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Affiliation(s)
- Christopher Alderman
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Aaron Krueger
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- KBI Biopharma, Inc., Boulder, CO, USA
| | - John Rossi
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Heide L Ford
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Rui Zhao
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
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5
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Wolin AR, Vincent MY, Hotz T, Purdy SC, Rosenbaum SR, Hughes CJ, Hsu JY, Oliphant MUJ, Armstrong B, Wessells V, Varella-Garcia M, Galbraith MD, Pierce A, Wang D, Venkataraman S, Danis E, Veo B, Serkova N, Espinosa JM, Gustafson DL, Vibhakar R, Ford HL. EYA2 tyrosine phosphatase inhibition reduces MYC and prevents medulloblastoma progression. Neuro Oncol 2023; 25:2287-2301. [PMID: 37486991 PMCID: PMC10708924 DOI: 10.1093/neuonc/noad128] [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: 09/12/2022] [Indexed: 07/26/2023] Open
Abstract
BACKGROUND Medulloblastoma is the most common pediatric brain malignancy. Patients with the Group 3 subtype of medulloblastoma (MB) often exhibit MYC amplification and/or overexpression and have the poorest prognosis. While Group 3 MB is known to be highly dependent on MYC, direct targeting of MYC remains elusive. METHODS Patient gene expression data were used to identify highly expressed EYA2 in Group 3 MB samples, assess the correlation between EYA2 and MYC, and examine patient survival. Genetic and pharmacological studies were performed on EYA2 in Group 3 derived MB cell models to assess MYC regulation and viability in vitro and in vivo. RESULTS EYA2 is more highly expressed in Group 3 MB than other MB subgroups and is essential for Group 3 MB growth in vitro and in vivo. EYA2 regulates MYC expression and protein stability in Group 3 MB, resulting in global alterations of MYC transcription. Inhibition of EYA2 tyrosine phosphatase activity, using a novel small molecule inhibitor (NCGC00249987, or 9987), significantly decreases Group 3 MB MYC expression in both flank and intracranial growth in vivo. Human MB RNA-seq data show that EYA2 and MYC are significantly positively correlated, high EYA2 expression is significantly associated with a MYC transcriptional signature, and patients with high EYA2 and MYC expression have worse prognoses than those that do not express both genes at high levels. CONCLUSIONS Our data demonstrate that EYA2 is a critical regulator of MYC in Group 3 MB and suggest a novel therapeutic avenue to target this highly lethal disease.
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Affiliation(s)
- Arthur R Wolin
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
- Molecular Biology Graduate Program, University of Colorado AMC, Aurora, Colorado, USA
| | - Melanie Y Vincent
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
| | - Taylor Hotz
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
| | - Stephen C Purdy
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
- Cancer Biology Graduate Program, University of Colorado AMC, Aurora, Colorado, USA
| | - Sheera R Rosenbaum
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
| | - Connor J Hughes
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
- Pharmacology Graduate Program, University of Colorado AMC, Aurora, Colorado, USA
- Medical Scientist Training Program, University of Colorado AMC, Aurora, Colorado, USA
| | - Jessica Y Hsu
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
- Pharmacology Graduate Program, University of Colorado AMC, Aurora, Colorado, USA
| | - Michael U J Oliphant
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
- Integrated Physiology Graduate Program, University of Colorado AMC, Aurora, Colorado, USA
| | - Brock Armstrong
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
| | - Veronica Wessells
- Department of Medicine, Division of Medical Oncology, University of Colorado AMC, Aurora, Colorado, USA
| | - Marileila Varella-Garcia
- Department of Medicine, Division of Medical Oncology, University of Colorado AMC, Aurora, Colorado, USA
| | - Matthew D Galbraith
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
- Linda Crnic Institute for Down Syndrome, University of Colorado AMC, Aurora, Colorado, USA
| | - Angela Pierce
- Department of Pediatrics, Division of Hematology and Oncology, University of Colorado AMC, Aurora, Colorado, USA
| | - Dong Wang
- Department of Pediatrics, Division of Hematology and Oncology, University of Colorado AMC, Aurora, Colorado, USA
| | - Sujatha Venkataraman
- Department of Pediatrics, Division of Hematology and Oncology, University of Colorado AMC, Aurora, Colorado, USA
| | - Etienne Danis
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
| | - Bethany Veo
- Department of Pediatrics, Division of Hematology and Oncology, University of Colorado AMC, Aurora, Colorado, USA
| | - Natalie Serkova
- Department of Radiology, University of Colorado AMC, Aurora, Colorado, USA
| | - Joaquin M Espinosa
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
- Linda Crnic Institute for Down Syndrome, University of Colorado AMC, Aurora, Colorado, USA
| | - Daniel L Gustafson
- Clinical Sciences Department, Colorado State University, Fort Collins, Colorado, USA
| | - Rajeev Vibhakar
- Department of Pediatrics, Division of Hematology and Oncology, University of Colorado AMC, Aurora, Colorado, USA
| | - Heide L Ford
- Department of Pharmacology, University of Colorado Anschutz Medical Campus (AMC), Aurora, Colorado, USA
- Molecular Biology Graduate Program, University of Colorado AMC, Aurora, Colorado, USA
- Cancer Biology Graduate Program, University of Colorado AMC, Aurora, Colorado, USA
- Pharmacology Graduate Program, University of Colorado AMC, Aurora, Colorado, USA
- Medical Scientist Training Program, University of Colorado AMC, Aurora, Colorado, USA
- Integrated Physiology Graduate Program, University of Colorado AMC, Aurora, Colorado, USA
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6
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Hughes CJ, Fields KM, Danis EP, Hsu JY, Neelakantan D, Vincent MY, Gustafson AL, Oliphant MJ, Sreekanth V, Zaberezhnyy V, Costello JC, Jedlicka P, Ford HL. SIX1 and EWS/FLI1 co-regulate an anti-metastatic gene network in Ewing Sarcoma. Nat Commun 2023; 14:4357. [PMID: 37468459 DOI: 10.1038/s41467-023-39945-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 07/05/2023] [Indexed: 07/21/2023] Open
Abstract
Ewing sarcoma (ES), which is characterized by the presence of oncogenic fusion proteins such as EWS/FLI1, is an aggressive pediatric malignancy with a high rate of early dissemination and poor outcome after distant spread. Here we demonstrate that the SIX1 homeoprotein, which enhances metastasis in most tumor types, suppresses ES metastasis by co-regulating EWS/FLI1 target genes. Like EWS/FLI1, SIX1 promotes cell growth/transformation, yet dramatically inhibits migration and invasion, as well as metastasis in vivo. We show that EWS/FLI1 promotes SIX1 protein expression, and that the two proteins share genome-wide binding profiles and transcriptional regulatory targets, including many metastasis-associated genes such as integrins, which they co-regulate. We further show that SIX1 downregulation of integrins is critical to its ability to inhibit invasion, a key characteristic of metastatic cells. These data demonstrate an unexpected anti-metastatic function for SIX1, through coordinate gene regulation with the key oncoprotein in ES, EWS/FLI1.
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Affiliation(s)
- Connor J Hughes
- Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
- Pharmacology Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO, 80045, USA
| | - Kaiah M Fields
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO, 80045, USA
- Molecular Biology Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Etienne P Danis
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO, 80045, USA
| | - Jessica Y Hsu
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO, 80045, USA
| | - Deepika Neelakantan
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO, 80045, USA
- Molecular Biology Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
- OU Health Stephenson Cancer Center, Oklahoma City, OK, 73104, USA
| | - Melanie Y Vincent
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO, 80045, USA
- Vigeo Therapeutics, 85 Bolton St, Cambridge, MA, 02140, USA
| | - Annika L Gustafson
- Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO, 80045, USA
- Molecular Biology Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Michael J Oliphant
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO, 80045, USA
- Integrative Physiology Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
- Department of Cell Biology, Harvard Medical School, Boston, MA, 02115, USA
| | - Varsha Sreekanth
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO, 80045, USA
| | - Vadym Zaberezhnyy
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - James C Costello
- Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
- Pharmacology Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO, 80045, USA
| | - Paul Jedlicka
- Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
- Department of Pathology, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Heide L Ford
- Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA.
- Pharmacology Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA.
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO, 80045, USA.
- Molecular Biology Program, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA.
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7
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Zhu S, Li W, Zhang H, Yan Y, Mei Q, Wu K. Retinal determination gene networks: from biological functions to therapeutic strategies. Biomark Res 2023; 11:18. [PMID: 36750914 PMCID: PMC9906957 DOI: 10.1186/s40364-023-00459-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 01/28/2023] [Indexed: 02/09/2023] Open
Abstract
The retinal determinant gene network (RDGN), originally discovered as a critical determinator in Drosophila eye specification, has become an important regulatory network in tumorigenesis and progression, as well as organogenesis. This network is not only associated with malignant biological behaviors of tumors, such as proliferation, and invasion, but also regulates the development of multiple mammalian organs. Three members of this conservative network have been extensively investigated, including DACH, SIX, and EYA. Dysregulated RDGN signaling is associated with the initiation and progression of tumors. In recent years, it has been found that the members of this network can be used as prognostic markers for cancer patients. Moreover, they are considered to be potential therapeutic targets for cancer. Here, we summarize the research progress of RDGN members from biological functions to signaling transduction, especially emphasizing their effects on tumors. Additionally, we discuss the roles of RDGN members in the development of organs and tissue as well as their correlations with the pathogenesis of chronic kidney disease and coronary heart disease. By summarizing the roles of RDGN members in human diseases, we hope to promote future investigations into RDGN and provide potential therapeutic strategies for patients.
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Affiliation(s)
- Shuangli Zhu
- grid.412793.a0000 0004 1799 5032Department of Oncology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 China
| | - Wanling Li
- grid.412793.a0000 0004 1799 5032Department of Geriatrics, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 China ,grid.470966.aCancer Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Science, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032 China
| | - Hao Zhang
- grid.412793.a0000 0004 1799 5032Department of Oncology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 China
| | - Yuheng Yan
- grid.412793.a0000 0004 1799 5032Department of Oncology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 China
| | - Qi Mei
- Department of Oncology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China. .,Cancer Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Science, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, China.
| | - Kongming Wu
- Cancer Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Science, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, China. .,Cancer Center, Tongji hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
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8
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Targeting protein phosphatases in cancer immunotherapy and autoimmune disorders. Nat Rev Drug Discov 2023; 22:273-294. [PMID: 36693907 PMCID: PMC9872771 DOI: 10.1038/s41573-022-00618-w] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/29/2022] [Indexed: 01/25/2023]
Abstract
Protein phosphatases act as key regulators of multiple important cellular processes and are attractive therapeutic targets for various diseases. Although extensive effort has been dedicated to phosphatase-targeted drug discovery, early expeditions for competitive phosphatase inhibitors were plagued by druggability issues, leading to the stigmatization of phosphatases as difficult targets. Despite challenges, persistent efforts have led to the identification of several drug-like, non-competitive modulators of some of these enzymes - including SH2 domain-containing protein tyrosine phosphatase 2, protein tyrosine phosphatase 1B, vascular endothelial protein tyrosine phosphatase and protein phosphatase 1 - reigniting interest in therapeutic targeting of phosphatases. Here, we discuss recent progress in phosphatase drug discovery, with emphasis on the development of selective modulators that exhibit biological activity. The roles and regulation of protein phosphatases in immune cells and their potential as powerful targets for immuno-oncology and autoimmunity indications are assessed.
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9
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Synthesis, characterization, chemical and biological activities of 4-(4-methoxyphenethyl)-5- benzyl-2-hydroxy-2H-1,2,4-triazole-3(4H)-one phthalocyanine derivatives. Inorganica Chim Acta 2022. [DOI: 10.1016/j.ica.2022.121113] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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10
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Synthesis, characterization and bioactivity of novel 8-hydroxyquinoline derivatives: Experimental, molecular docking, DFT and POM analyses. J Mol Struct 2022. [DOI: 10.1016/j.molstruc.2022.132688] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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11
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Yalazan H, Tüzün B, Akkaya D, Barut B, Kantekin H, Yıldırmış S. Quinoline‐fused both non‐peripheral and peripheral Zn
II
and Mg
II
phthalocyanines: Anti‐cholinesterase, anti‐α‐glucosidase, DNA nuclease, antioxidant activities and in silico studies. Appl Organomet Chem 2022. [DOI: 10.1002/aoc.6696] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Halise Yalazan
- Faculty of Sciences, Department of Chemistry Karadeniz Technical University Trabzon Turkey
| | - Burak Tüzün
- Plant and Animal Production Department, Technical Sciences Vocational School of Sivas Sivas Cumhuriyet University Sivas Turkey
| | - Didem Akkaya
- Faculty of Pharmacy, Department of Biochemistry Karadeniz Technical University Trabzon Turkey
| | - Burak Barut
- Faculty of Pharmacy, Department of Biochemistry Karadeniz Technical University Trabzon Turkey
| | - Halit Kantekin
- Faculty of Sciences, Department of Chemistry Karadeniz Technical University Trabzon Turkey
| | - Sermet Yıldırmış
- Faculty of Pharmacy, Department of Biochemistry Karadeniz Technical University Trabzon Turkey
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12
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Anantharajan J, Baburajendran N, Lin G, Loh YY, Xu W, Ahmad NHB, Liu S, Jansson AE, Kuan JWL, Ng EY, Yeo YK, Hung AW, Joy J, Hill J, Ford HL, Zhao R, Keller TH, Kang C. Structure-activity relationship studies of allosteric inhibitors of EYA2 tyrosine phosphatase. Protein Sci 2022; 31:422-431. [PMID: 34761455 PMCID: PMC8819961 DOI: 10.1002/pro.4234] [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: 08/23/2021] [Revised: 10/31/2021] [Accepted: 11/02/2021] [Indexed: 02/03/2023]
Abstract
Human eyes absent (EYA) proteins possess Tyr phosphatase activity, which is critical for numerous cancer and metastasis promoting activities, making it an attractive target for cancer therapy. In this work, we demonstrate that the inhibitor-bound form of EYA2 does not favour binding to Mg2+ , which is indispensable for the Tyr phosphatase activity. We further describe characterization and optimization of this class of allosteric inhibitors. A series of analogues were synthesized to improve potency of the inhibitors and to elucidate structure-activity relationships. Two co-crystal structures confirm the binding modes of this class of inhibitors. Our medicinal chemical, structural, biochemical, and biophysical studies provide insight into the molecular interactions of EYA2 with these allosteric inhibitors. The compounds derived from this study are useful for exploring the function of the Tyr phosphatase activity of EYA2 in normal and cancerous cells and serve as reference compounds for screening or developing allosteric phosphatase inhibitors. Finally, the co-crystal structures reported in this study will aid in structure-based drug discovery against EYA2.
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Affiliation(s)
- Jothi Anantharajan
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - Nithya Baburajendran
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - Grace Lin
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - Yong Yao Loh
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - Weijun Xu
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - Nur Huda Binte Ahmad
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - Shuang Liu
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
- Chemical Biology and Therapeutics ScienceBroad Institute of MIT and HarvardCambridgeMassachusettsUSA
| | - Anna E. Jansson
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - John Wee Liang Kuan
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - Elizabeth Yihui Ng
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - Yee Khoon Yeo
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - Alvin W. Hung
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - Joma Joy
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - Jeffrey Hill
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - Heide L. Ford
- Department of Obstetrics and GynecologyUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
| | - Rui Zhao
- Department of Biochemistry and Molecular GeneticsUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
| | - Thomas H. Keller
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
| | - CongBao Kang
- Experimental Drug Development CentreAgency for Science, Technology and Research (A*STAR)Singapore
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13
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Kökbudak Z, Akkoç S, Karataş H, Tüzün B, Aslan G. In Silico
and
In Vitro
Antiproliferative Activity Assessment of New Schiff Bases. ChemistrySelect 2022. [DOI: 10.1002/slct.202103679] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
| | - Senem Akkoç
- Department of Basic Pharmaceutical Science Suleyman Demirel University Isparta Turkey
| | - Halis Karataş
- Department of Chemistry Erciyes University Kayseri Turkey
| | - Burak Tüzün
- Plant and Animal Production Department Sivas Cumhuriyet University Sivas Turkey
| | - Güzin Aslan
- Department of Chemistry Erciyes University Kayseri Turkey
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14
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El Faydy M, Dahaieh N, Ounine K, Lakhrissi B, Warad I, Tüzün B, Zarrouk A. Synthesis, Identification, Antibacterial Activity, ADME/T and 1BNA-Docking Investigations of 8-Quinolinol Analogs Bearing a Benzimidazole Moiety. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2022. [DOI: 10.1007/s13369-021-05749-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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15
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Elhassan RM, Hou X, Fang H. Recent advances in the development of allosteric protein tyrosine phosphatase inhibitors for drug discovery. Med Res Rev 2021; 42:1064-1110. [PMID: 34791703 DOI: 10.1002/med.21871] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 09/26/2021] [Accepted: 10/24/2021] [Indexed: 01/07/2023]
Abstract
Protein tyrosine phosphatases (PTPs) superfamily catalyzes tyrosine de-phosphorylation which affects a myriad of cellular processes. Imbalance in signal pathways mediated by PTPs has been associated with development of many human diseases including cancer, metabolic, and immunological diseases. Several compelling evidence suggest that many members of PTP family are novel therapeutic targets. However, the clinical development of conventional PTP-based active-site inhibitors originally was hampered by the poor selectivity and pharmacokinetic properties. In this regard, PTPs has been widely dismissed as "undruggable." Nonetheless, allosteric modulation has become increasingly an influential and alternative approach that can be exploited for drug development against PTPs. Unlike active-site inhibitors, allosteric inhibitors exhibit a remarkable target-selectivity, drug-likeness, potency, and in vivo activity. Intriguingly, there has been a high interest in novel allosteric PTPs inhibitors within the last years. In this review, we focus on the recent advances of allosteric inhibitors that have been explored in drug discovery and have shown an excellent result in the development of PTPs-based therapeutics. A special emphasis is placed on the structure-activity relationship and molecular mechanistic studies illustrating applications in chemical biology and medicinal chemistry.
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Affiliation(s)
- Reham M Elhassan
- Department of Medicinal Chemistry and Key Laboratory of Chemical Biology of Natural Products (MOE), School of Pharmacy, Shandong University, Jinan, Shandong, China
| | - Xuben Hou
- Department of Medicinal Chemistry and Key Laboratory of Chemical Biology of Natural Products (MOE), School of Pharmacy, Shandong University, Jinan, Shandong, China
| | - Hao Fang
- Department of Medicinal Chemistry and Key Laboratory of Chemical Biology of Natural Products (MOE), School of Pharmacy, Shandong University, Jinan, Shandong, China
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16
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Synthesis, bioinformatics and biological evaluation of novel pyridine based on 8-hydroxyquinoline derivatives as antibacterial agents: DFT, molecular docking and ADME/T studies. J Mol Struct 2021. [DOI: 10.1016/j.molstruc.2021.130934] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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17
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Zhang G, Dong Z, Gimple RC, Wolin A, Wu Q, Qiu Z, Wood LM, Shen JZ, Jiang L, Zhao L, Lv D, Prager BC, Kim LJY, Wang X, Zhang L, Anderson RL, Moore JK, Bao S, Keller TH, Lin G, Kang C, Hamerlik P, Zhao R, Ford HL, Rich JN. Targeting EYA2 tyrosine phosphatase activity in glioblastoma stem cells induces mitotic catastrophe. J Exp Med 2021; 218:212685. [PMID: 34617969 PMCID: PMC8504185 DOI: 10.1084/jem.20202669] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 07/11/2021] [Accepted: 08/19/2021] [Indexed: 12/13/2022] Open
Abstract
Glioblastoma ranks among the most lethal of primary brain malignancies, with glioblastoma stem cells (GSCs) at the apex of tumor cellular hierarchies. Here, to discover novel therapeutic GSC targets, we interrogated gene expression profiles from GSCs, differentiated glioblastoma cells (DGCs), and neural stem cells (NSCs), revealing EYA2 as preferentially expressed by GSCs. Targeting EYA2 impaired GSC maintenance and induced cell cycle arrest, apoptosis, and loss of self-renewal. EYA2 displayed novel localization to centrosomes in GSCs, and EYA2 tyrosine (Tyr) phosphatase activity was essential for proper mitotic spindle assembly and survival of GSCs. Inhibition of the EYA2 Tyr phosphatase activity, via genetic or pharmacological means, mimicked EYA2 loss in GSCs in vitro and extended the survival of tumor-bearing mice. Supporting the clinical relevance of these findings, EYA2 portends poor patient prognosis in glioblastoma. Collectively, our data indicate that EYA2 phosphatase function plays selective critical roles in the growth and survival of GSCs, potentially offering a high therapeutic index for EYA2 inhibitors.
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Affiliation(s)
- Guoxin Zhang
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA
| | - Zhen Dong
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA
| | - Ryan C Gimple
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA.,Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Arthur Wolin
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Qiulian Wu
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA
| | - Zhixin Qiu
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA
| | - Lisa M Wood
- Department of Cell and Developmental Biology, University of Colorado School of Medicine, Aurora, CO
| | - Jia Z Shen
- Tumor Initiation and Maintenance Program, National Cancer Institute-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA
| | - Li Jiang
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA
| | - Linjie Zhao
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA
| | - Deguan Lv
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA
| | - Briana C Prager
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA.,Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Leo J Y Kim
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA.,Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Xiuxing Wang
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA
| | - Lingdi Zhang
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Ryan L Anderson
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Jeffrey K Moore
- Department of Cell and Developmental Biology, University of Colorado School of Medicine, Aurora, CO
| | - Shideng Bao
- Department of Stem Cell Biology and Regenerative Medicine, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Thomas H Keller
- Experimental Drug Development Centre, Agency for Science, Technology and Research, Singapore
| | - Grace Lin
- Experimental Drug Development Centre, Agency for Science, Technology and Research, Singapore
| | - Congbao Kang
- Experimental Drug Development Centre, Agency for Science, Technology and Research, Singapore
| | - Petra Hamerlik
- Danish Cancer Society Research Center, Copenhagen, Denmark.,Department of Drug Design and Pharmacology, Copenhagen University, Copenhagen, Denmark
| | - Rui Zhao
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Heide L Ford
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Jeremy N Rich
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA.,University of Pittsburgh Medical Center, Hillman Cancer Center, Pittsburgh, PA.,Department of Neurology, University of Pittsburgh, Pittsburgh, PA
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18
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Li Y, Ng EY, Loh YR, Gea CY, Huang Q, Li Q, Kang C. Secondary structures, dynamics, and DNA binding of the homeodomain of human SIX1. J Pept Sci 2021; 28:e3376. [PMID: 34713534 DOI: 10.1002/psc.3376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 10/03/2021] [Accepted: 10/04/2021] [Indexed: 11/09/2022]
Abstract
Human sine oculis homeobox homolog (SIX) 1 contains a homeodomain (HD), which is important for binding to DNA. In this study, we carried out structural studies on the HD of human SIX1 using nuclear magnetic resonance (NMR) spectroscopy. Its secondary structures and dynamics in solution were explored. HD is well-structured in solution, and our study shows that it contains three α-helices. Dynamics study indicates that the N- and C-terminal residues of HD are flexible in solution. HD of human SIX1 exhibits molecular interactions with a short double-strand DNA sequence evidenced by the 1 H-15 N-heteronuclear single quantum correlation (HSQC) and 19 F-NMR experiments. Our current study provides structural information for HD of human SIX1. Further studies indicate that this construct can be utilized to study SIX1 and DNA interactions.
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Affiliation(s)
- Yan Li
- Experimental Drug Development Centre (EDDC), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Elizabeth YiHui Ng
- Experimental Drug Development Centre (EDDC), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Ying Ru Loh
- Experimental Drug Development Centre (EDDC), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Chong Yu Gea
- Experimental Drug Development Centre (EDDC), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Qiwei Huang
- Experimental Drug Development Centre (EDDC), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Qingxin Li
- Guangdong Provincial Engineering Laboratory of Biomass High Value Utilization, Institute of Biological and Medical Engineering, Guangdong Academy of Sciences, Guangzhou, China
| | - CongBao Kang
- Experimental Drug Development Centre (EDDC), Agency for Science, Technology and Research (A*STAR), Singapore
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19
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The Eyes Absent proteins in development and in developmental disorders. Biochem Soc Trans 2021; 49:1397-1408. [PMID: 34196366 PMCID: PMC8286820 DOI: 10.1042/bst20201302] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 06/06/2021] [Accepted: 06/07/2021] [Indexed: 11/23/2022]
Abstract
The Eyes Absent (EYA) transactivator-phosphatase proteins are important contributors to cell-fate determination processes and to the development of multiple organs. The transcriptional regulatory activity as well as the protein tyrosine phosphatase activities of the EYA proteins can independently contribute to proliferation, differentiation, morphogenesis and tissue homeostasis in different contexts. Aberrant EYA levels or activity are associated with numerous syndromic and non-syndromic developmental disorders, as well as cancers. Commensurate with the multiplicity of biochemical activities carried out by the EYA proteins, they impact upon a range of cellular signaling pathways. Here, we provide a broad overview of the roles played by EYA proteins in development, and highlight the molecular signaling pathways known to be linked with EYA-associated organ development and developmental disorders.
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20
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Bilgiçli AT, Kandemir T, Tüzün B, Arıduru R, Günsel A, Abak Ç, Yarasir MN, Arabaci G. Octa‐substituted Zinc(II), Cu(II), and Co(II) phthalocyanines with 1‐(4‐hydroxyphenyl)propane‐1‐one: Synthesis, sensitive protonation behaviors, Ag(I) induced H‐type aggregation properties, antibacterial–antioxidant activity, and molecular docking studies. Appl Organomet Chem 2021. [DOI: 10.1002/aoc.6353] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Affiliation(s)
| | | | - Burak Tüzün
- Department of Chemistry Cumhuriyet University Sivas Turkey
| | - Rana Arıduru
- Department of Chemistry Sakarya University Sakarya Turkey
| | - Armağan Günsel
- Department of Chemistry Sakarya University Sakarya Turkey
| | - Çağla Abak
- Department of Chemistry Sakarya University Sakarya Turkey
| | | | - Gulnur Arabaci
- Department of Chemistry Sakarya University Sakarya Turkey
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21
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Yavuz SÇ, Akkoç S, Tüzün B, Şahin O, Saripinar E. Efficient synthesis and molecular docking studies of new pyrimidine-chromeno hybrid derivatives as potential antiproliferative agents. SYNTHETIC COMMUN 2021. [DOI: 10.1080/00397911.2021.1922920] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Sevtap Çağlar Yavuz
- Department of Chemistry, Faculty of Science, Erciyes University, Kayseri, Turkey
- Department of Veterinary Science, Şefaatli Vocational School, Yozgat Bozok University, Yozgat, Turkey
| | - Senem Akkoç
- Department of Basic Pharmaceutical Sciences, Faculty of Pharmacy, Süleyman Demirel University, Isparta, Turkey
| | - Burak Tüzün
- Department of Chemistry, Faculty of Science, Sivas Cumhuriyet University, Sivas, Turkey
| | - Onur Şahin
- Scientific and Technological Research Application and Research Center, Sinop University, Sinop, Turkey
| | - Emin Saripinar
- Department of Chemistry, Faculty of Science, Erciyes University, Kayseri, Turkey
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22
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Camolotto SA, Belova VK, Torre-Healy L, Vahrenkamp JM, Berrett KC, Conway H, Shea J, Stubben C, Moffitt R, Gertz J, Snyder EL. Reciprocal regulation of pancreatic ductal adenocarcinoma growth and molecular subtype by HNF4α and SIX1/4. Gut 2021; 70:900-914. [PMID: 32826305 PMCID: PMC7945295 DOI: 10.1136/gutjnl-2020-321316] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 06/17/2020] [Accepted: 06/30/2020] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Pancreatic ductal adenocarcinoma (PDAC) is an aggressive malignancy with a 5-year survival of less than 5%. Transcriptomic analysis has identified two clinically relevant molecular subtypes of PDAC: classical and basal-like. The classical subtype is characterised by a more favourable prognosis and better response to chemotherapy than the basal-like subtype. The classical subtype also expresses higher levels of lineage specifiers that regulate endodermal differentiation, including the nuclear receptor hepatocyte nuclear factor 4 α (HNF4α). The objective of this study is to evaluate the role of HNF4α, SIX4 and SIX1 in regulating the growth and molecular subtype of PDAC. DESIGN We manipulate the expression of HNF4α, SIX4 and SIX1 in multiple in vitro and in vivo PDAC models. We determine the consequences of manipulating these genes on PDAC growth, differentiation and molecular subtype using functional assays, gene expression analysis and cross-species comparisons with human datasets. RESULTS We show that HNF4α restrains tumour growth and drives tumour cells toward an epithelial identity. Gene expression analysis of murine models and human tumours shows that HNF4α activates expression of genes associated with the classical subtype. HNF4α also directly represses SIX4 and SIX1, two mesodermal/neuronal lineage specifiers expressed in the basal-like subtype. Finally, SIX4 and SIX1 drive proliferation and regulate differentiation in HNF4α-negative PDAC. CONCLUSION Our data show that HNF4α regulates the growth and molecular subtype of PDAC by multiple mechanisms, including activation of the classical gene expression programme and repression of SIX4 and SIX1, which may represent novel dependencies of the basal-like subtype.
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Affiliation(s)
- Soledad A Camolotto
- Department of Pathology, Huntsman Cancer Institute, University of Utah Health, Salt Lake City, Utah, USA
| | - Veronika K Belova
- Department of Pathology, Huntsman Cancer Institute, University of Utah Health, Salt Lake City, Utah, USA
| | - Luke Torre-Healy
- Department of Biomedical Informatics, Stony Brook University, Stony Brook, New York, USA
| | - Jeffery M Vahrenkamp
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah Health, Salt Lake City, Utah, USA
| | - Kristofer C Berrett
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah Health, Salt Lake City, Utah, USA
| | - Hannah Conway
- HCI Clinical Trials Operations, Huntsman Cancer Institute, University of Utah Health, Salt Lake City, Utah, USA
| | - Jill Shea
- Department of Surgery, University of Utah, Salt Lake City, Utah, USA
| | - Chris Stubben
- Bioinformatics Shared Resource, Huntsman Cancer Institute, University of Utah Health, Salt Lake City, Utah, USA
| | - Richard Moffitt
- Department of Biomedical Informatics, Stony Brook University, Stony Brook, New York, USA
| | - Jason Gertz
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah Health, Salt Lake City, Utah, USA
| | - Eric L Snyder
- Department of Pathology, Huntsman Cancer Institute, University of Utah Health, Salt Lake City, Utah, USA
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23
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Zhang T, Xu J, Xu PX. Eya2 expression during mouse embryonic development revealed by Eya2 lacZ knockin reporter and homozygous mice show mild hearing loss. Dev Dyn 2021; 250:1450-1462. [PMID: 33715274 DOI: 10.1002/dvdy.326] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 03/05/2021] [Accepted: 03/06/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Eya2 expression during mouse development has been studied by in situ hybridization and it has been shown to be involved skeletal muscle development and limb formation. Here, we generated Eya2 knockout (Eya2- ) and a lacZ knockin reporter (Eya2lacZ ) mice and performed a detailed expression analysis for Eya2lacZ at different developmental stages to trace Eya2lacZ -positive cells in Eya2-null mice. We describe that Eya2 is not only expressed in cranial sensory and dorsal root ganglia, retina and olfactory epithelium, and somites as previously reported, but also Eya2 is specifically detected in other organs during mouse development. RESULTS We found that Eya2 is expressed in ocular and trochlear motor neurons. In the inner ear, Eya2lacZ is specifically expressed in differentiating hair cells in both vestibular and cochlear sensory epithelia of the inner ear and Eya2-/- or Eya2lacZ/lacZ mice displayed mild hearing loss. Furthermore, we detected Eya2 expression during both salivary gland and thymus development and Eya2-null mice had a smaller thymus. CONCLUSIONS As Eya2 is coexpressed with other members of the Eya family genes, these results together highlight that Eya2 as a potential regulator may act synergistically with other Eya genes to regulate the differentiation of the inner ear sensory hair cells and the formation of the salivary gland and thymus.
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Affiliation(s)
- Ting Zhang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jinshu Xu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Pin-Xian Xu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Department of Cell, Developmental and Regenerative Biology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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24
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Önem E, Tüzün B, Akkoç S. Anti-quorum sensing activity in Pseudomonas aeruginosa PA01 of benzimidazolium salts: electronic, spectral and structural investigations as theoretical approach. J Biomol Struct Dyn 2021; 40:6845-6856. [PMID: 33645444 DOI: 10.1080/07391102.2021.1890222] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Quorum sensing (QS) is a system used in the expression of virulence factors by many pathogenic bacteria, and blockage of the system is seen as a new and effective strategy in combating with resistant bacteria. The inhibition effects of two benzimidazolium salts, namely 1-(2-methylbenzonitrile)-3-benzylbenzimidazolium bromide (2) and 1-(N-methylphthalimide)-3-(4-methylbenzyl)benzimidazolium bromide (3), on quorum sensing-related virulence factors such as pyocyanin, elastase, biofilm formation and swarming motility, which is an opportunistic pathogen Pseudomonas aeruginosa PA01, were investigated in this study. The results show that the compound 3 has a significant inhibition on biofilm formation with 94%. Furthermore, the compounds 2 and 3 reduced swarming motility by 64-69% as well as pyocyanin production by 49-64% in P. aeruginosa PA01 without preventing bacterial growth in the tested concentrations. HF, B3LYP and M06-2X methods were used with 3-21 g, 6-31 g, sdd basis sets to compare the chemical activity of the compounds. Theoretically, 1H NMR, 13C NMR and Infrared spectra of the compounds were calculated in the HF/6-31++g basis set. The biological activities of the relative compounds were theoretically studied against cancer proteins. Crystal structure of the BRCT repeat region from the breast cancer associated protein, ID: 1JNX, crystal structure of liver cancer protein, ID: 3WZE and crystal structure of lung cancer protein, ID: 5ZMA, were compared. In the docking studies, the best result was obtained with compound 2 against the lung cancer cell with a docking score parameter of -5.85.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Ebru Önem
- Faculty of Pharmacy, Department of Pharmaceutical Microbiology, Suleyman Demirel University, Isparta, Turkey
| | - Burak Tüzün
- Faculty of Sciences, Department of Chemistry, Cumhuriyet University, Sivas, Turkey
| | - Senem Akkoç
- Faculty of Pharmacy, Department of Basic Pharmaceutical Sciences, Suleyman Demirel University, Isparta, Turkey
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25
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Ren L, Guo D, Wan X, Qu R. EYA2 upregulates miR-93 to promote tumorigenesis of breast cancer by targeting and inhibiting the STING signaling pathway. Carcinogenesis 2021; 43:bgab001. [PMID: 33449106 DOI: 10.1093/carcin/bgab001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Indexed: 11/14/2022] Open
Abstract
Herein, we used DIANA TOOLS, GEPIA and other bioinformatics databases to predict regulatory pathways in breast cancer. Accordingly, we clarified the regulatory mechanism of EYA2 on miR-93 expression to aggravate breast cancer, which was involved with the STING signaling pathway. CCK-8 assay, scratch test, Transwell assay, and flow cytometry were applied to detect cell viability, migration, invasion, and apoptosis. The experimental data found that EYA2 was highly expressed in breast cancer tissues and cells and associated with poor prognosis. Overexpression of miR-93 in breast cancer was positively correlated with EYA2. EYA2 promoted miR-93 expression, advanced breast cancer cell proliferation and inhibited their apoptosis. Results of luciferase assay showed that miR-93 was enriched in the STING 3'UTR. Furthermore, knockdown of EYA2 inhibited the expression of miR-93, promoted the expression of STING, and inhibited the tumor growth. In response to EYA2 knockdown, the expression of IFN-β and ISG was increased, and PD-L1 was decreased. In addition, the phosphorylation level of TBK1 and IRF3 was enhanced, the percentage of myeloid-derived suppressor cells in blood was reduced, and secretion of IFN-β and IL-12 was enhanced. In conclusion, EYA2 upregulates miR-93 expression and promotes malignancy of breast cancer by targeting and inhibiting the STING signaling pathway.
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Affiliation(s)
- Lishen Ren
- Department of Hematology and Oncology, The Second Hospital of Jilin University, Changchun, P.R. China
| | - Dongrui Guo
- Department of Hematology and Oncology, The Second Hospital of Jilin University, Changchun, P.R. China
| | - Xiaohui Wan
- Department of Hematology and Oncology, The Second Hospital of Jilin University, Changchun, P.R. China
| | - Rongfeng Qu
- Department of Hematology and Oncology, The Second Hospital of Jilin University, Changchun, P.R. China
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Li Q. Application of Fragment-Based Drug Discovery to Versatile Targets. Front Mol Biosci 2020; 7:180. [PMID: 32850968 PMCID: PMC7419598 DOI: 10.3389/fmolb.2020.00180] [Citation(s) in RCA: 77] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 07/10/2020] [Indexed: 12/14/2022] Open
Abstract
Fragment-based drug discovery (FBDD) is a powerful method to develop potent small-molecule compounds starting from fragments binding weakly to targets. As FBDD exhibits several advantages over high-throughput screening campaigns, it becomes an attractive strategy in target-based drug discovery. Many potent compounds/inhibitors of diverse targets have been developed using this approach. Methods used in fragment screening and understanding fragment-binding modes are critical in FBDD. This review elucidates fragment libraries, methods utilized in fragment identification/confirmation, strategies applied in growing the identified fragments into drug-like lead compounds, and applications of FBDD to different targets. As FBDD can be readily carried out through different biophysical and computer-based methods, it will play more important roles in drug discovery.
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Affiliation(s)
- Qingxin Li
- Guangdong Provincial Engineering Laboratory of Biomass High Value Utilization, Guangdong Provincial Bioengineering Institute, Guangzhou Sugarcane Industry Research Institute, Guangdong Academy of Sciences, Guangzhou, China
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27
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Hegde RS, Roychoudhury K, Pandey RN. The multi-functional eyes absent proteins. Crit Rev Biochem Mol Biol 2020; 55:372-385. [PMID: 32727223 PMCID: PMC7727457 DOI: 10.1080/10409238.2020.1796922] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 06/18/2020] [Accepted: 07/14/2020] [Indexed: 12/13/2022]
Abstract
The Eyes Absent (EYA) proteins are the only known instance of a single polypeptide housing the following three separable biochemical activities: tyrosine phosphatase, threonine phosphatase, and transactivation. This uniquely positions the EYAs to participate in both transcriptional regulation and signal transduction pathways. But it also complicates the assignment of biological roles to individual biochemical activities through standard loss-of-function experiments. Nevertheless, there is an emerging literature linking developmental and pathological functions with the various EYA activities, and a growing list of disease states that might benefit from EYA-targeted therapeutics. There also remain multiple unresolved issues with significant implications for our understanding of how the EYAs might impact such ubiquitous signaling cascades as the MYC and Notch pathways. This review will describe the unique juxtaposition of biochemical activities in the EYAs, their interaction with signaling pathways and cellular processes, emerging evidence of roles in disease states, and the feasibility of therapeutic targeting of individual EYA activities. We will focus on the phosphatase activities of the vertebrate EYA proteins and will examine the current state of knowledge regarding: • substrates and signaling pathways affected by the EYA tyrosine phosphatase activity; • modes of regulation of the EYA tyrosine phosphatase activity; • signaling pathways that implicate the threonine phosphatase activity of the EYAs including a potential interaction with PP2A-B55α; • the interplay between the two phosphatase activities and the transactivation function of the EYAs; • disease states associated with the EYAs and the current state of development of EYA-targeted therapeutics.
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Affiliation(s)
- Rashmi S. Hegde
- Division of Developmental Biology, Cincinnati Children’s Hospital Research Foundation, Department of Pediatrics, University of Cincinnati School of Medicine, 3333 Burnet Avenue, Cincinnati OH 45229
| | - Kaushik Roychoudhury
- Division of Developmental Biology, Cincinnati Children’s Hospital Research Foundation, Department of Pediatrics, University of Cincinnati School of Medicine, 3333 Burnet Avenue, Cincinnati OH 45229
| | - Ram Naresh Pandey
- Division of Developmental Biology, Cincinnati Children’s Hospital Research Foundation, Department of Pediatrics, University of Cincinnati School of Medicine, 3333 Burnet Avenue, Cincinnati OH 45229
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28
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Mechanisms of Action for Small Molecules Revealed by Structural Biology in Drug Discovery. Int J Mol Sci 2020; 21:ijms21155262. [PMID: 32722222 PMCID: PMC7432558 DOI: 10.3390/ijms21155262] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 07/08/2020] [Accepted: 07/20/2020] [Indexed: 12/26/2022] Open
Abstract
Small-molecule drugs are organic compounds affecting molecular pathways by targeting important proteins. These compounds have a low molecular weight, making them penetrate cells easily. Small-molecule drugs can be developed from leads derived from rational drug design or isolated from natural resources. A target-based drug discovery project usually includes target identification, target validation, hit identification, hit to lead and lead optimization. Understanding molecular interactions between small molecules and their targets is critical in drug discovery. Although many biophysical and biochemical methods are able to elucidate molecular interactions of small molecules with their targets, structural biology is the most powerful tool to determine the mechanisms of action for both targets and the developed compounds. Herein, we reviewed the application of structural biology to investigate binding modes of orthosteric and allosteric inhibitors. It is exemplified that structural biology provides a clear view of the binding modes of protease inhibitors and phosphatase inhibitors. We also demonstrate that structural biology provides insights into the function of a target and identifies a druggable site for rational drug design.
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29
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Jin M, Gao D, Wang R, Sik A, Liu K. Possible involvement of TGF‑β‑SMAD‑mediated epithelial‑mesenchymal transition in pro‑metastatic property of PAX6. Oncol Rep 2020; 44:555-564. [PMID: 32627030 PMCID: PMC7336511 DOI: 10.3892/or.2020.7644] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 05/12/2020] [Indexed: 01/15/2023] Open
Abstract
Paired box 6 (PAX6) is a transcription factor that has oncogenic features. In breast cancer, PAX6 facilitates tumor progression; however, the underlying mechanism is largely unknown. The majority of breast cancer-related mortalities are associated with metastasis of cancer cells. Therefore, the present study aimed to investigate the role of PAX6 in breast tumor metastasis. PAX6 was stably overexpressed in breast cancer cells to perform tumor migration and metastasis assays in vitro and in vivo. In addition, the expression of PAX6 and transforming growth factor β (TGF-β)-SMAD signaling associated proteins on human breast cancer tissue array, as well as key factors involved in epithelial-mesenchymal transition (EMT) were assayed to explore the mechanism underlying metastasis of breast cancer cells. The expression levels of PAX6 were demonstrated to be increased in human breast cancer tissues and associated with poor clinical outcomes. Overexpression of PAX6 markedly promoted metastasis. Further investigation revealed that PAX6 overexpression increased TGF-β-SMAD signaling pathway and induced EMT. These results suggested that highly expressed PAX6 led to EMT through TGF-β-SMAD signaling pathway, thereby promoting cell metastasis and ultimately affecting survival in patients with breast cancer. Taken together, findings indicated that PAX6 may serve as a therapeutic target for the clinical treatment of breast cancer and the underlying mechanism could be used to overcome metastasis of cancer cells.
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Affiliation(s)
- Meng Jin
- Biology Institute, Qilu University of Technology (Shandong Academy of Sciences), Jinan, Shandong 250103, P.R. China
| | - Daili Gao
- Biology Institute, Qilu University of Technology (Shandong Academy of Sciences), Jinan, Shandong 250103, P.R. China
| | - Rongchun Wang
- Biology Institute, Qilu University of Technology (Shandong Academy of Sciences), Jinan, Shandong 250103, P.R. China
| | - Attila Sik
- Institute of Physiology, Medical School, University of Pécs, H‑7624 Pécs, Hungary
| | - Kechun Liu
- Biology Institute, Qilu University of Technology (Shandong Academy of Sciences), Jinan, Shandong 250103, P.R. China
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30
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Kang C, Keller TH. Probing biological mechanisms with chemical tools. Pharmacol Res 2020; 153:104656. [PMID: 31962154 DOI: 10.1016/j.phrs.2020.104656] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 01/09/2020] [Accepted: 01/17/2020] [Indexed: 12/19/2022]
Abstract
Traditionally small molecules have mainly been used to inhibit biochemical activities of proteins, however such compounds can also be used to change the conformational energy landscape of proteins. Tool compounds that modulate protein conformations often reveal unexpected biological mechanisms, which have therapeutic potential. We discuss two examples where screening hits were found to bind to unexpected binding pockets on well known proteins, establishing new routes for the inhibition of proteins that were thought to be undruggable.
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Affiliation(s)
- Congbao Kang
- Experimental Drug Development Centre (EDDC), Agency for Science, Technology and Research (A*STAR), 10 Biopolis Road, Chromos, #05-01, 138670, Singapore
| | - Thomas H Keller
- Experimental Drug Development Centre (EDDC), Agency for Science, Technology and Research (A*STAR), 10 Biopolis Road, Chromos, #05-01, 138670, Singapore.
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