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Abstract
Molecular dynamics (MD) simulations have become increasingly useful in the modern drug development process. In this review, we give a broad overview of the current application possibilities of MD in drug discovery and pharmaceutical development. Starting from the target validation step of the drug development process, we give several examples of how MD studies can give important insights into the dynamics and function of identified drug targets such as sirtuins, RAS proteins, or intrinsically disordered proteins. The role of MD in antibody design is also reviewed. In the lead discovery and lead optimization phases, MD facilitates the evaluation of the binding energetics and kinetics of the ligand-receptor interactions, therefore guiding the choice of the best candidate molecules for further development. The importance of considering the biological lipid bilayer environment in the MD simulations of membrane proteins is also discussed, using G-protein coupled receptors and ion channels as well as the drug-metabolizing cytochrome P450 enzymes as relevant examples. Lastly, we discuss the emerging role of MD simulations in facilitating the pharmaceutical formulation development of drugs and candidate drugs. Specifically, we look at how MD can be used in studying the crystalline and amorphous solids, the stability of amorphous drug or drug-polymer formulations, and drug solubility. Moreover, since nanoparticle drug formulations are of great interest in the field of drug delivery research, different applications of nano-particle simulations are also briefly summarized using multiple recent studies as examples. In the future, the role of MD simulations in facilitating the drug development process is likely to grow substantially with the increasing computer power and advancements in the development of force fields and enhanced MD methodologies.
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Zhang H, Yang L, Ding W, Ma Y. Theoretical Studies on the Catalytic Cycle of Histidine Acid Phosphatases Revealing an Acid Proof Mechanism. J Phys Chem B 2018; 122:7530-7538. [DOI: 10.1021/acs.jpcb.8b04808] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Hao Zhang
- College of Life Science and Engineering, Northwest Minzu University, Lanzhou 730030, P. R. China
| | - Ling Yang
- MIIT Key Laboratory of Critical Materials Technology for New Energy Conversion and Storage, School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin 150001, P. R. China
| | - Wanjian Ding
- College of Chemistry, Beijing Normal University, Beijing 100086, P. R. China
| | - Yingying Ma
- Institute of Mining Technology, Inner Mongolia University of Technology. Hohhot 010051, P. R. China
- Inner Mongolia Key Laboratory of Theoretical and Computational Chemistry Simulation. Hohhot 010051, P. R. China
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Muniyan S, Ingersoll MA, Batra SK, Lin MF. Cellular prostatic acid phosphatase, a PTEN-functional homologue in prostate epithelia, functions as a prostate-specific tumor suppressor. BIOCHIMICA ET BIOPHYSICA ACTA 2014; 1846:88-98. [PMID: 24747769 PMCID: PMC4140952 DOI: 10.1016/j.bbcan.2014.04.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Accepted: 04/11/2014] [Indexed: 12/13/2022]
Abstract
The inactivation of tumor suppressor genes (TSGs) plays a vital role in the progression of human cancers. Nevertheless, those ubiquitous TSGs have been shown with limited roles in various stages of diverse carcinogenesis. Investigation on identifying unique TSG, especially for early stage of carcinogenesis, is imperative. As such, the search for organ-specific TSGs has emerged as a major strategy in cancer research. Prostate cancer (PCa) has the highest incidence in solid tumors in US males. Cellular prostatic acid phosphatase (cPAcP) is a prostate-specific differentiation antigen. Despite intensive studies over the past several decades on PAcP as a PCa biomarker, the role of cPAcP as a PCa-specific tumor suppressor has only recently been emerged and validated. The mechanism underlying the pivotal role of cPAcP as a prostate-specific TSG is, in part, due to its function as a protein tyrosine phosphatase (PTP) as well as a phosphoinositide phosphatase (PIP), an apparent functional homologue to phosphatase and tensin homolog (PTEN) in PCa cells. This review is focused on discussing the function of this authentic prostate-specific tumor suppressor and the mechanism behind the loss of cPAcP expression leading to prostate carcinogenesis. We review other phosphatases' roles as TSGs which regulate oncogenic PI3K signaling in PCa and discuss the functional similarity between cPAcP and PTEN in prostate carcinogenesis.
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Affiliation(s)
- Sakthivel Muniyan
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Matthew A Ingersoll
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Surinder K Batra
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA; Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE, USA
| | - Ming-Fong Lin
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA; Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE, USA; Department of Surgery/Urology, University of Nebraska Medical Center, Omaha, NE, USA; College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan, ROC.
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Human Prostatic Acid Phosphatase in Prostate Carcinogenesis. Prostate Cancer 2013. [DOI: 10.1007/978-1-4614-6828-8_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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Veeramani S, Chou YW, Lin FC, Muniyan S, Lin FF, Kumar S, Xie Y, Lele SM, Tu Y, Lin MF. Reactive oxygen species induced by p66Shc longevity protein mediate nongenomic androgen action via tyrosine phosphorylation signaling to enhance tumorigenicity of prostate cancer cells. Free Radic Biol Med 2012; 53:95-108. [PMID: 22561705 PMCID: PMC3384717 DOI: 10.1016/j.freeradbiomed.2012.03.024] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2011] [Revised: 02/28/2012] [Accepted: 03/28/2012] [Indexed: 12/28/2022]
Abstract
Steroid hormones exhibit diverse biological activities. Despite intensive studies on steroid function at the genomic level, their nongenomic actions remain an enigma. In this study, we investigated the role of reactive oxygen species (ROS) in androgen-stimulated prostate cancer (PCa) cell proliferation. In androgen-treated PCa cells, increased cell growth and ROS production correlated with elevated p66Shc protein, an authentic oxidase. This growth stimulation was blocked by antioxidants. Further, elevated expression of p66Shc protein by cDNA transfection encoding wild-type protein, but not a redox-deficient (W134F) mutant, was associated with increased PCa cell proliferation. Conversely, knockdown of p66Shc expression by shRNA resulted in diminished cell growth. Increased p66Shc expression in PCa cells enhanced their tumorigenicity in xenograft animals. Importantly, p66Shc protein level is higher in clinical prostate adenocarcinomas than in adjacent noncancerous cells. Expression of redox-deficient p66Shc mutant protein abolished androgen-stimulated cell growth. In androgen-treated, H(2)O(2)-treated, and p66Shc cDNA-transfected PCa cells, cellular prostatic acid phosphatase, an authentic tyrosine phosphatase, was inactivated by reversible oxidation; subsequently, ErbB-2 was activated by phosphorylation at tyrosine-1221/1222. These results together support the notion that androgens induce ROS production through the elevation of p66Shc protein, which inactivates tyrosine phosphatase activity for the activation of interacting tyrosine kinase, leading to increased cell proliferation and enhanced tumorigenicity. Our results thus suggest that p66Shc protein functions at the critical junction point between androgens and tyrosine phosphorylation signaling in human PCa cells.
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Affiliation(s)
- Suresh Veeramani
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198, USA
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Hassan MI, Aijaz A, Ahmad F. Structural and functional analysis of human prostatic acid phosphatase. Expert Rev Anticancer Ther 2010; 10:1055-68. [PMID: 20645695 DOI: 10.1586/era.10.46] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Prostatic acid phosphatase (PAP) is the most abundant phosphatase in human prostate tissue/secretions. It is a clinically important protein for its relevance as a biomarker of prostate carcinoma. Furthermore, it has a potential role in fertilization. We describe here most of the features of PAP including gene regulation, gene/protein structure, functions, its role in tumor progression and evolutionary features. PAP has phosphatase activity and is an extensively studied biomarker of prostate cancer. The major action of PAP is to dephosphorylate macromolecules with the help of catalytic residues (His(12) and Asp(258)) that are located in the cleft between two domains. This article will be of great interest to all those scientists who are working in the area of prostate pathophysiology.
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Affiliation(s)
- Md Imtaiyaz Hassan
- Centre for Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, Jamia Nagar, New Delhi 110025, India
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Chuang TD, Chen SJ, Lin FF, Veeramani S, Kumar S, Batra SK, Tu Y, Lin MF. Human prostatic acid phosphatase, an authentic tyrosine phosphatase, dephosphorylates ErbB-2 and regulates prostate cancer cell growth. J Biol Chem 2010; 285:23598-606. [PMID: 20498373 DOI: 10.1074/jbc.m109.098301] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Cellular prostatic acid phosphatase (cPAcP), an authentic tyrosine phosphatase, is proposed to function as a negative growth regulator of prostate cancer (PCa) cells in part through its dephosphorylation of ErbB-2. Nevertheless, the direct interaction between cPAcP and ErbB-2 has not been shown nor the specific dephosphorylation site of ErbB-2 by cPAcP. In this report, our data show that the phosphorylation level of ErbB-2 primarily at Tyr(1221/2) correlates with the growth rate of both LNCaP and MDA PCa2b human PCa cells. Further, cPAcP reciprocally co-immunoprecipitated with ErbB-2 in a non-permissive growth condition. Expression of wild type cPAcP, but not inactive mutant, by cDNA in cPAcP-null LNCaP C-81 cells results in decreased tyrosine phosphorylation of ErbB-2 including Tyr(1221/2). Concurrently, Tyr(317) phosphorylation of p52(Shc), proliferating cell nuclear antigen expression, and cell growth are decreased in these cells. Conversely, decreased cPAcP expression by short hairpin RNA in LNCaP C-33 cells was associated with elevated phosphorylation of ErbB-2 initially at Tyr(1221/2). Its downstream p52(Shc), ERK1/2, Akt, Src, STAT-3, and STAT-5 were activated, and cell proliferation, proliferating cell nuclear antigen, and cyclin D1 expression were increased. Stable subclones of C-33 cells by small interfering PAcP had elevated Tyr(1221/2) phosphorylation of ErbB-2 and exhibited androgen-independent growth and increased tumorigenicity in xenograft female animals. In summary, our data together indicate that in prostate epithelia, cPAcP interacts with and dephosphorylates ErbB-2 primarily at Tyr(1221/2) and hence blocks downstream signaling, leading to reduced cell growth. In PCa cells, decreased cPAcP expression is associated with androgen-independent cell proliferation and tumorigenicity as seen in advanced hormone-refractory prostate carcinomas.
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Affiliation(s)
- Tsai-Der Chuang
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
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Belinskaya DA, Juffer AH, Shestakova NN. The role of electrostatic interactions in the absorption of ligands to the active sites of cholinesterases, as indicated by molecular modeling data. RUSSIAN JOURNAL OF BIOORGANIC CHEMISTRY 2010; 36:200-5. [DOI: 10.1134/s106816201002007x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Revisiting histidine-dependent acid phosphatases: a distinct group of tyrosine phosphatases. Trends Biochem Sci 2009; 34:273-8. [PMID: 19467874 DOI: 10.1016/j.tibs.2009.03.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2008] [Revised: 03/05/2009] [Accepted: 03/06/2009] [Indexed: 11/22/2022]
Abstract
Although classical protein tyrosine phosphatase (PTP) superfamily members are cysteine-dependent, emerging evidence shows that many acid phosphatases (AcPs) function as histidine-dependent PTPs in vivo. These AcPs dephosphorylate phospho-tyrosine substrates intracellularly and could have roles in development and disease. In contrast to cysteine-dependent PTPs, they utilize histidine, rather than cysteine, for substrate dephosphorylation. Structural analyses reveal that active site histidine, but not cysteine, faces towards the substrate and functions as the phosphate acceptor. Nonetheless, during dephosphorylation, both histidine-dependent and cysteine-dependent PTPs use their active site arginine and aspartate for substrate binding and proton donation, respectively. Thus, we propose that they should be referred to as a distinct group of 'histidine-dependent PTPs' within the PTP superfamily.
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Sharma S, Juffer AH. Hydrolysis of phosphohistidine in water and in prostatic acid phosphatase. Chem Commun (Camb) 2009:6385-7. [DOI: 10.1039/b910451h] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Belinskaya D, Shestakova N, André J. Modeling of substrates sorption into acetylcholinesterase and butyrylcholinesterase active sites using molecular docking method. Chem Cent J 2008. [PMCID: PMC4236218 DOI: 10.1186/1752-153x-2-s1-p30] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Chapter 13 Principal Components Analysis: A Review of its Application on Molecular Dynamics Data. ANNUAL REPORTS IN COMPUTATIONAL CHEMISTRY 2006. [DOI: 10.1016/s1574-1400(06)02013-5] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
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Ohnishi T, Juffer AH, Tamoi M, Skriver K, Fukamizo T. 26 kDa Endochitinase from Barley Seeds: An Interaction of the Ionizable Side Chains Essential for Catalysis. ACTA ACUST UNITED AC 2005; 138:553-62. [PMID: 16272567 DOI: 10.1093/jb/mvi154] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
To explore the structure essential for the catalysis in 26 kDa endochitinase from barley seeds, we calculated theoretical pKa values of the ionizable groups based on the crystal structure, and then the roles of ionizable side chains located near the catalytic residue were examined by site-directed mutagenesis. The pKa value calculated for Arg215, which is located at the bottom of the catalytic cleft, is abnormally high (>20.0), indicating that the guanidyl group may interact strongly with nearby charges. No enzymatic activity was found in the Arg215-mutated chitinase (R215A) produced by the Escherichia coli expression system. The transition temperature of thermal unfolding (T(m)) of R215A was lower than that of the wild type protein by about 6.2 degrees C. In the crystal structure, the Arg215 side chain is in close proximity to the Glu203 side chain, whose theoretical pKa value was found to be abnormally low (-2.4), suggesting that these side chains may interact with each other. Mutation of Glu203 to alanine (E203A) completely eliminated the enzymatic activity and impaired the thermal stability (deltaT(m) = 6.4 degrees C) of the enzyme. Substrate binding ability was also affected by the Glu203 mutation. These data clearly demonstrate that the Arg215 side chain interacts with the Glu203 side chain to stabilize the conformation of the catalytic cleft. A similar interaction network was previously found in chitosanase from Streptomyces sp. N174 [Fukamizo et al. (2000) J. Biol. Chem. 275, 25633-25640]; hence, this type of interaction seems to be at least partly conserved in the catalytic cleft of other glycosyl hydrolases.
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Affiliation(s)
- Tsuneo Ohnishi
- Department of Advanced Bioscience, Kinki University, 3327-204 Nakamachi, Nara, 631-8505
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Shan J, Porvari K, Vihko P. GAAAATATGATA-like elements in androgen-associated regulation of the prostatic acid phosphatase gene. J Steroid Biochem Mol Biol 2005; 96:245-9. [PMID: 15985366 DOI: 10.1016/j.jsbmb.2005.04.031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2004] [Accepted: 04/01/2005] [Indexed: 10/25/2022]
Abstract
Purpose of the study was to clarify molecular mechanisms behind tissue-specific and hormone-dependent gene expression using human prostatic acid phosphatase (hPAP) gene as a model. Regulatory region -734/+467 of hPAP gene induces transcription of a reporter gene in the prostate of transgenic mice. It contains five elements, A-E, homologous to GAAAATATGATA sequence, which is connected to prostate-specific and androgen-dependent gene expression. The significance of the C, D and E elements in the transcriptional regulation of hPAP gene was evaluated using reporter gene assays. The deletion of element C from the hPAP promoter constructs mainly decreased their transcriptional activity in the presence of androgen, while increased activity particularly in the absence of androgens was detected after removal of elements D and E. These events took place in transiently transfected prostatic LNCaP cells, but not in non-prostatic COS-1 cells. As a conclusion, the GAAAATATGATA-like elements are involved in the transcriptional regulation of hPAP promoter constructs in prostatic cells. These elements mediate both transcriptional activation and repression depending on the hormonal status of the cells and location of the element in the construct.
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Affiliation(s)
- Jingdong Shan
- Biocenter Oulu and Research Center for Molecular Endocrinology, University of Oulu, FI-90014 Oulu, Finland
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