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Bennett GM, Starczewski J, dela Cerna MVC. In silico identification of putative druggable pockets in PRL3, a significant oncology target. Biochem Biophys Rep 2024; 39:101767. [PMID: 39050014 PMCID: PMC11267023 DOI: 10.1016/j.bbrep.2024.101767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 06/19/2024] [Accepted: 06/25/2024] [Indexed: 07/27/2024] Open
Abstract
Protein tyrosine phosphatases (PTP) have emerged as targets in diseases characterized by aberrant phosphorylations such as cancers. The activity of the phosphatase of regenerating liver 3, PRL3, has been linked to several oncogenic and metastatic pathways, particularly in breast, ovarian, colorectal, and blood cancers. Development of small molecules that directly target PRL3, however, has been challenging. This is partly due to the lack of structural information on how PRL3 interacts with its inhibitors. Here, computational methods are used to bridge this gap by evaluating the druggability of PRL3. In particular, web-based pocket prediction tools, DoGSite3 and FTMap, were used to identify binding pockets using structures of PRL3 currently available in the Protein Data Bank. Druggability assessment by molecular dynamics simulations with probes was also performed to validate these results and to predict the strength of binding in the identified pockets. While several druggable pockets were identified, those in the closed conformation show more promise given their volume and depth. These two pockets flank the active site loops and roughly correspond to pockets predicted by molecular docking in previous papers. Notably, druggability simulations predict the possibility of low nanomolar affinity inhibitors in these sites implying the potential to identify highly potent small molecule inhibitors for PRL3. Putative pockets identified here can be leveraged for high-throughput virtual screening to further accelerate the drug discovery against PRL3 and development of PRL3-directed therapeutics.
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Affiliation(s)
- Grace M. Bennett
- Department of Biochemistry, Chemistry, and Physics, Georgia Southern University, Savannah, GA, 31419, USA
| | - Julia Starczewski
- Department of Biochemistry, Chemistry, and Physics, Georgia Southern University, Savannah, GA, 31419, USA
| | - Mark Vincent C. dela Cerna
- Department of Biochemistry, Chemistry, and Physics, Georgia Southern University, Savannah, GA, 31419, USA
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Structural Characterization of an ACP from Thermotoga maritima: Insights into Hyperthermal Adaptation. Int J Mol Sci 2020; 21:ijms21072600. [PMID: 32283632 PMCID: PMC7178038 DOI: 10.3390/ijms21072600] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 04/06/2020] [Accepted: 04/07/2020] [Indexed: 12/30/2022] Open
Abstract
Thermotoga maritima, a deep-branching hyperthermophilic bacterium, expresses an extraordinarily stable Thermotoga maritima acyl carrier protein (Tm-ACP) that functions as a carrier in the fatty acid synthesis system at near-boiling aqueous environments. Here, to understand the hyperthermal adaptation of Tm-ACP, we investigated the structure and dynamics of Tm-ACP by nuclear magnetic resonance (NMR) spectroscopy. The melting temperature of Tm-ACP (101.4 °C) far exceeds that of other ACPs, owing to extensive ionic interactions and tight hydrophobic packing. The D59 residue, which replaces Pro/Ser of other ACPs, mediates ionic clustering between helices III and IV. This creates a wide pocket entrance to facilitate the accommodation of long acyl chains required for hyperthermal adaptation of the T. maritima cell membrane. Tm-ACP is revealed to be the first ACP that harbor an amide proton hyperprotected against hydrogen/deuterium exchange for I15. The hydrophobic interactions mediated by I15 appear to be the key driving forces of the global folding process of Tm-ACP. Our findings provide insights into the structural basis of the hyperthermal adaptation of ACP, which might have allowed T. maritima to survive in hot ancient oceans.
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Abstract
The phosphatase of regenerating liver (PRL) family, also known as protein tyrosine phosphatase 4A (PTP4A), are dual-specificity phosphatases with largely unknown cellular functions. However, accumulating evidence indicates that PRLs are oncogenic across a broad variety of human cancers. PRLs are highly expressed in advanced tumors and metastases compared to early stage cancers or matched healthy tissue, and high expression of PRLs often correlates with poor patient prognosis. Consequentially, PRLs have been considered potential therapeutic targets in cancer. Persistent efforts have been made to define their role and mechanism in cancer progression and to create specific PRL inhibitors for basic research and drug development. However, targeting PRLs with small molecules remains challenging due to the highly conserved active site of protein tyrosine phosphatases and a high degree of sequence similarity between the PRL protein families. Here, we review the current PRL inhibitors, including the strategies used for their identification, their biological efficacy, potency, and selectivity, with a special focus on how PRL structure can inform future efforts to develop specific PRL inhibitors.
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Affiliation(s)
- Min Wei
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY, United States
| | - Konstantin V Korotkov
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY, United States
| | - Jessica S Blackburn
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY, United States.
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Lee Y, Kwak C, Jeong KW, Durai P, Ryu KS, Kim EH, Cheong C, Ahn HC, Kim HJ, Kim Y. Tyr51: Key Determinant of the Low Thermostability of the Colwellia psychrerythraea Cold-Shock Protein. Biochemistry 2018; 57:3625-3640. [PMID: 29737840 DOI: 10.1021/acs.biochem.8b00144] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Cold-shock proteins (Csps) are expressed at lower-than-optimum temperatures, and they function as RNA chaperones; however, no structural studies on psychrophilic Csps have been reported. Here, we aimed to investigate the structure and dynamics of the Csp of psychrophile Colwellia psychrerythraea 34H, ( Cp-Csp). Although Cp-Csp shares sequence homology, common folding patterns, and motifs, including a five β-stranded barrel, with its thermophilic counterparts, its thermostability (37 °C) was markedly lower than those of other Csps. Cp-Csp binds heptathymidine with an affinity of 10-7 M, thereby increasing its thermostability to 50 °C. Nuclear magnetic resonance spectroscopic analysis of the Cp-Csp structure and backbone dynamics revealed a flexible structure with only one salt bridge and 10 residues in the hydrophobic cavity. Notably, Cp-Csp contains Tyr51 instead of the conserved Phe in the hydrophobic core, and its phenolic hydroxyl group projects toward the surface. The Y51F mutation increased the stability of hydrophobic packing and may have allowed for the formation of a K3-E21 salt bridge, thereby increasing its thermostability to 43 °C. Cp-Csp exhibited conformational exchanges in its ribonucleoprotein motifs 1 and 2 (754 and 642 s-1), and heptathymidine binding markedly decreased these motions. Cp-Csp lacks salt bridges and has longer flexible loops and a less compact hydrophobic cavity resulting from Tyr51 compared to mesophilic and thermophilic Csps. These might explain the low thermostability of Cp-Csp. The conformational flexibility of Cp-Csp facilitates its accommodation of nucleic acids at low temperatures in polar oceans and its function as an RNA chaperone for cold adaptation.
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Affiliation(s)
- Yeongjoon Lee
- Department of Bioscience and Biotechnology , Konkuk University , Seoul 05029 , Republic of Korea
| | - Chulhee Kwak
- Department of Bioscience and Biotechnology , Konkuk University , Seoul 05029 , Republic of Korea
| | - Ki-Woong Jeong
- Department of Bioscience and Biotechnology , Konkuk University , Seoul 05029 , Republic of Korea
| | - Prasannavenkatesh Durai
- Department of Bioscience and Biotechnology , Konkuk University , Seoul 05029 , Republic of Korea
| | - Kyoung-Seok Ryu
- Division of Magnetic Resonance , KBSI , Chungbuk 28119 , Republic of Korea
| | - Eun-Hee Kim
- Division of Magnetic Resonance , KBSI , Chungbuk 28119 , Republic of Korea
| | - Chaejoon Cheong
- Division of Magnetic Resonance , KBSI , Chungbuk 28119 , Republic of Korea
| | - Hee-Chul Ahn
- College of Pharmacy , Dongguk University , Goyang , Gyeonggi-do 410-820 , Republic of Korea
| | - Hak Jun Kim
- Department of Chemistry , Pukyong National University , Busan 48547 , Republic of Korea
| | - Yangmee Kim
- Department of Bioscience and Biotechnology , Konkuk University , Seoul 05029 , Republic of Korea
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Mu N, Gu J, Liu N, Xue X, Shu Z, Zhang K, Huang T, Chu C, Zhang W, Gong L, Zhao H, Jia B, Gao D, Shang L, Zhang W, Guo Q. PRL-3 is a potential glioblastoma prognostic marker and promotes glioblastoma progression by enhancing MMP7 through the ERK and JNK pathways. Am J Cancer Res 2018; 8:1527-1539. [PMID: 29556339 PMCID: PMC5858165 DOI: 10.7150/thno.22699] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Accepted: 12/10/2017] [Indexed: 01/08/2023] Open
Abstract
Purpose: Glioblastoma is the most common and aggressive type of primary brain malignancy and is associated with a poor prognosis. Previously, we found that phosphatase of regenerating liver-3 (PRL-3) was significantly up-regulated in glioblastoma as determined by a microarray analysis. However, the function of PRL-3 in glioblastoma remains unknown. We aimed to investigate the clinical relationship between PRL-3 and glioblastoma, and uncover the mechanisms of PRL-3 in the process of glioblastoma. Methods: PRL-3 expression was evaluated in 61 glioblastoma samples and 4 cell lines by RT-qPCR and immunohistochemistry. Kaplan-Meier analysis was performed to evaluate the prognostic value of PRL-3 for overall survival (OS) and progression-free survival (PFS) for glioblastoma patients. Proliferation was evaluated by Cell Counting Kit-8 (CCK-8) assay and EdU proliferation assay, migration and invasion by wound-closure/Transwell assays, and qRT-PCR/immunoblotting/IHC were used for both in vivo and in vitro investigations. Result: A high PRL-3 expression level was closely correlated with unfavorable OS and PFS for glioblastoma patients, and was also significantly correlated with Ki-67 expression. Down-regulation of PRL-3 inhibited glioma cell proliferation, invasion and migration through ERK/JNK/matrix metalloproteinase 7 (MMP7) in vitro and in vivo. Conclusions: PRL-3 expression enhances the invasion and proliferation of glioma cells, highlighting this phosphatase as a novel prognostic candidate and an attractive target for future therapy in glioblastoma.
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McQueeney KE, Salamoun JM, Burnett JC, Barabutis N, Pekic P, Lewandowski SL, Llaneza DC, Cornelison R, Bai Y, Zhang ZY, Catravas JD, Landen CN, Wipf P, Lazo JS, Sharlow ER. Targeting ovarian cancer and endothelium with an allosteric PTP4A3 phosphatase inhibitor. Oncotarget 2018; 9:8223-8240. [PMID: 29492190 PMCID: PMC5823565 DOI: 10.18632/oncotarget.23787] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2017] [Accepted: 11/25/2017] [Indexed: 12/16/2022] Open
Abstract
Overexpression of protein tyrosine phosphatase PTP4A oncoproteins is common in many human cancers and is associated with poor patient prognosis and survival. We observed elevated levels of PTP4A3 phosphatase in 79% of human ovarian tumor samples, with significant overexpression in tumor endothelium and pericytes. Furthermore, PTP4A phosphatases appear to regulate several key malignant processes, such as invasion, migration, and angiogenesis, suggesting a pivotal regulatory role in cancer and endothelial signaling pathways. While phosphatases are attractive therapeutic targets, they have been poorly investigated because of a lack of potent and selective chemical probes. In this study, we disclose that a potent, selective, reversible, and noncompetitive PTP4A inhibitor, JMS-053, markedly enhanced microvascular barrier function after exposure of endothelial cells to vascular endothelial growth factor or lipopolysaccharide. JMS-053 also blocked the concomitant increase in RhoA activation and loss of Rac1. In human ovarian cancer cells, JMS-053 impeded migration, disrupted spheroid growth, and decreased RhoA activity. Importantly, JMS-053 displayed anticancer activity in a murine xenograft model of drug resistant human ovarian cancer. These data demonstrate that PTP4A phosphatases can be targeted in both endothelial and ovarian cancer cells, and confirm that RhoA signaling cascades are regulated by the PTP4A family.
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Affiliation(s)
- Kelley E. McQueeney
- Department of Pharmacology, University of Virginia, Charlottesville, VA, USA
| | | | - James C. Burnett
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Nektarios Barabutis
- Frank Reidy Center for Bioelectrics, Old Dominion University, Norfolk, VA, USA
| | - Paula Pekic
- Department of Pharmacology, University of Virginia, Charlottesville, VA, USA
| | | | - Danielle C. Llaneza
- Department of Obstetrics and Gynecology, University of Virginia, Charlottesville, VA, USA
| | - Robert Cornelison
- Department of Obstetrics and Gynecology, University of Virginia, Charlottesville, VA, USA
| | - Yunpeng Bai
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
| | - Zhong-Yin Zhang
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
| | - John D. Catravas
- Frank Reidy Center for Bioelectrics, Old Dominion University, Norfolk, VA, USA
| | - Charles N. Landen
- Department of Obstetrics and Gynecology, University of Virginia, Charlottesville, VA, USA
| | - Peter Wipf
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA, USA
| | - John S. Lazo
- Department of Pharmacology, University of Virginia, Charlottesville, VA, USA
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Hoeger B, Rios P, Berteotti A, Hoermann B, Duan G, Köhn M. Mutational Analysis of a Conserved Glutamate Reveals Unique Mechanistic and Structural Features of the Phosphatase PRL-3. ACS OMEGA 2017; 2:9171-9180. [PMID: 30023603 PMCID: PMC6044973 DOI: 10.1021/acsomega.7b01208] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Accepted: 11/23/2017] [Indexed: 06/08/2023]
Abstract
Phosphatase of regenerating liver (PRL)-3 (PTP4A3) has gained much attention in cancer research due to its involvement in tumor promoting and metastatic processes. It belongs to the protein tyrosine phosphatase (PTP) superfamily and is thought to follow the catalytic mechanism shared by this family, which aside from the conserved active-site amino acids includes a conserved glutamic acid residue that is usually required for the integrity of the active site in PTPs. We noted that in structures of PRL-3, PRL-1, and PTEN these residues do not clearly align and therefore we sought to investigate if the glutamic acid residue fulfills its usual function in these proteins. Although this residue was essential for PTEN's catalytic activity, it was nonessential for PRL-1 and PRL-3. Surprisingly, the mutation E50R increased PRL-3 activity against all tested in vitro substrates and also enhanced PRL-3-promoted cell adhesion and migration. We show that the introduction of Arg50 leads to an enhancement of substrate turnover for both PRL-3 and, to a lesser extent, PRL-1, and that the stronger gain in activity correlates with a higher structural flexibility of PRL-3, likely allowing for conformational adaptation during catalysis. Thus, in contrast to its crucial functions in other PTPs, this conserved glutamic acid can be replaced in PRL-3 without impairing the structural integrity. The variant with enhanced activity might serve as a tool to study PRL-3 in the future.
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Affiliation(s)
- Birgit Hoeger
- Genome
Biology Unit, European Molecular Biology
Laboratory, Meyerhofstraße
1, 69117 Heidelberg, Germany
| | - Pablo Rios
- Genome
Biology Unit, European Molecular Biology
Laboratory, Meyerhofstraße
1, 69117 Heidelberg, Germany
- Faculty
of Biology and Centre for Biological Signalling Studies (BIOSS), University of Freiburg, Schänzlestraße 18, 79104 Freiburg, Germany
| | - Anna Berteotti
- Genome
Biology Unit, European Molecular Biology
Laboratory, Meyerhofstraße
1, 69117 Heidelberg, Germany
| | - Bernhard Hoermann
- Genome
Biology Unit, European Molecular Biology
Laboratory, Meyerhofstraße
1, 69117 Heidelberg, Germany
- Faculty
of Biology and Centre for Biological Signalling Studies (BIOSS), University of Freiburg, Schänzlestraße 18, 79104 Freiburg, Germany
- University
of Heidelberg, 69120 Heidelberg, Germany
| | - Guangyou Duan
- Genome
Biology Unit, European Molecular Biology
Laboratory, Meyerhofstraße
1, 69117 Heidelberg, Germany
| | - Maja Köhn
- Genome
Biology Unit, European Molecular Biology
Laboratory, Meyerhofstraße
1, 69117 Heidelberg, Germany
- Faculty
of Biology and Centre for Biological Signalling Studies (BIOSS), University of Freiburg, Schänzlestraße 18, 79104 Freiburg, Germany
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Qin ZS, He SG. Influence of phosphatase of regenerating liver 3 on cell migration, invasion and expression of RhoC in SGC7901 cells. Shijie Huaren Xiaohua Zazhi 2016; 24:1797-1805. [DOI: 10.11569/wcjd.v24.i12.1797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM: To explore whether phosphatase of regenerating liver 3 (PRL-3) and RhoC belong to the same signal pathway in the mechanism of SGC7901 cell migration and invasion by observing the influence of PRL-3 on cell migration, invasion and the expression of RhoC in SGC7901 cells.
METHODS: Human gastric cancer SGC7901 cells were cultured in vitro and treated with different concentrations of PRL-3Ab (1:600, 1:400 and 1:200), then the migration distance of SGC7901 cells was assessed at different time points (0, 12, 24, 48 h) by wound healing assay, and the migration and invasion of SGC7901 cells were examined by Transwell assay at 48 h. The expression of RhoC mRNA and protein was detected by real-time PCR and ELISA.
RESULTS: Compared with the control group, the migration distance of SGC7901 cells at 12, 24 and 48 h decreased with the increase in PRL-3Ab concentration. At 48 h, the migration and invasion of SGC7901 cells and the expression of RhoC mRNA and protein in SGC7901 cells treated with different concentrations of PRL-3Ab (1:600, 1:400 and 1:200) were significantly lower than those in the control group (migration: 365.0 ± 5.0, 165.3 ± 5.0, 90.3 ± 5.5 vs 512.3 ± 4.9; invasion: 321.3 ± 6.1, 179.0 ± 6.1, 75.7 ± 4.0 vs 545.3 ± 5.0; expression of RhoC mRNA: 0.910 ± 0.022, 0.742 ± 0.018, 0.539 ± 0.015 vs 1.000 ± 0.000; expression of RhoC protein: 1130.77 g/mL ± 15.32 g/mL, 981.52 g/mL ± 14.44 g/mL, 893.03 g/mL ± 11.10 g/mL vs 1212.42 g/mL ± 18.37 g/mL; P < 0.01 for all).
CONCLUSION: PRL-3 can promote SGC7901 cell migration and invasion and raise the expression of RhoC, which suggests that PRL-3 and RhoC may belong to the same signal pathway in the mechanism of SGC7901 cell migration and invasion.
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Xiong JB, Li DJ, Jie ZG, Chen HP, Li ZR. Role of phosphatase of regenerating liver 3 in gastric carcinoma. Shijie Huaren Xiaohua Zazhi 2016; 24:59-66. [DOI: 10.11569/wcjd.v24.i1.59] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Gastric carcinoma is one of the most common malignancies worldwide and remains the third leading cause of cancer death in both sexes worldwide. Phosphatase of regenerating liver 3 (PRL-3) is a tyrosine phosphatase that has been reported to be overexpressed in gastric tissues and play an important role in lymphatic metastasis and peritoneal metastasis of gastric carcinoma. It has also been reported that PRL-3 has a negative relationship with the prognosis of gastric carcinoma patients. More and more researchers have focused on the regulatory mechanism of PRL-3 in gastric carcinoma, aiming to elucidate the possible pathway and influencing factors. However, the exact mechanism of PRL-3 in promoting lymphatic metastasis, peritoneal metastasis and recurrence of gastric cancer is unknown. This paper will review the role of PRL-3 in gastric carcinoma with regard to its structure, function and possible mechanism in gastric carcinoma development.
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Park YG, Jung MC, Song H, Jeong KW, Bang E, Hwang GS, Kim Y. Novel Structural Components Contribute to the High Thermal Stability of Acyl Carrier Protein from Enterococcus faecalis. J Biol Chem 2015; 291:1692-1702. [PMID: 26631734 DOI: 10.1074/jbc.m115.674408] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2015] [Indexed: 11/06/2022] Open
Abstract
Enterococcus faecalis is a Gram-positive, commensal bacterium that lives in the gastrointestinal tracts of humans and other mammals. It causes severe infections because of high antibiotic resistance. E. faecalis can endure extremes of temperature and pH. Acyl carrier protein (ACP) is a key element in the biosynthesis of fatty acids responsible for acyl group shuttling and delivery. In this study, to understand the origin of high thermal stabilities of E. faecalis ACP (Ef-ACP), its solution structure was investigated for the first time. CD experiments showed that the melting temperature of Ef-ACP is 78.8 °C, which is much higher than that of Escherichia coli ACP (67.2 °C). The overall structure of Ef-ACP shows the common ACP folding pattern consisting of four α-helices (helix I (residues 3-17), helix II (residues 39-53), helix III (residues 60-64), and helix IV (residues 68-78)) connected by three loops. Unique Ef-ACP structural features include a hydrophobic interaction between Phe(45) in helix II and Phe(18) in the α1α2 loop and a hydrogen bonding between Ser(15) in helix I and Ile(20) in the α1α2 loop, resulting in its high thermal stability. Phe(45)-mediated hydrophobic packing may block acyl chain binding subpocket II entry. Furthermore, Ser(58) in the α2α3 loop in Ef-ACP, which usually constitutes a proline in other ACPs, exhibited slow conformational exchanges, resulting in the movement of the helix III outside the structure to accommodate a longer acyl chain in the acyl binding cavity. These results might provide insights into the development of antibiotics against pathogenic drug-resistant E. faecalis strains.
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Affiliation(s)
- Young-Guen Park
- From the Department of Bioscience and Biotechnology and the Bio/Molecular Informatics Center Konkuk University, Seoul 143-701, Korea and
| | - Min-Cheol Jung
- From the Department of Bioscience and Biotechnology and the Bio/Molecular Informatics Center Konkuk University, Seoul 143-701, Korea and
| | - Heesang Song
- From the Department of Bioscience and Biotechnology and the Bio/Molecular Informatics Center Konkuk University, Seoul 143-701, Korea and
| | - Ki-Woong Jeong
- From the Department of Bioscience and Biotechnology and the Bio/Molecular Informatics Center Konkuk University, Seoul 143-701, Korea and
| | - Eunjung Bang
- the Western Seoul Center, Korea Basic Science Institute, Seoul 120-140, Korea
| | - Geum-Sook Hwang
- the Western Seoul Center, Korea Basic Science Institute, Seoul 120-140, Korea
| | - Yangmee Kim
- From the Department of Bioscience and Biotechnology and the Bio/Molecular Informatics Center Konkuk University, Seoul 143-701, Korea and.
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