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Chitluri KK, Emerson IA. The importance of protein domain mutations in cancer therapy. Heliyon 2024; 10:e27655. [PMID: 38509890 PMCID: PMC10950675 DOI: 10.1016/j.heliyon.2024.e27655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 02/28/2024] [Accepted: 03/05/2024] [Indexed: 03/22/2024] Open
Abstract
Cancer is a complex disease that is caused by multiple genetic factors. Researchers have been studying protein domain mutations to understand how they affect the progression and treatment of cancer. These mutations can significantly impact the development and spread of cancer by changing the protein structure, function, and signalling pathways. As a result, there is a growing interest in how these mutations can be used as prognostic indicators for cancer prognosis. Recent studies have shown that protein domain mutations can provide valuable information about the severity of the disease and the patient's response to treatment. They may also be used to predict the response and resistance to targeted therapy in cancer treatment. The clinical implications of protein domain mutations in cancer are significant, and they are regarded as essential biomarkers in oncology. However, additional techniques and approaches are required to characterize changes in protein domains and predict their functional effects. Machine learning and other computational tools offer promising solutions to this challenge, enabling the prediction of the impact of mutations on protein structure and function. Such predictions can aid in the clinical interpretation of genetic information. Furthermore, the development of genome editing tools like CRISPR/Cas9 has made it possible to validate the functional significance of mutants more efficiently and accurately. In conclusion, protein domain mutations hold great promise as prognostic and predictive biomarkers in cancer. Overall, considerable research is still needed to better define genetic and molecular heterogeneity and to resolve the challenges that remain, so that their full potential can be realized.
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Affiliation(s)
- Kiran Kumar Chitluri
- Bioinformatics Programming Lab, Department of Bio-Sciences, School of Bio Sciences and Technology, Vellore Institute of Technology, Vellore, TN, 632014, India
| | - Isaac Arnold Emerson
- Bioinformatics Programming Lab, Department of Bio-Sciences, School of Bio Sciences and Technology, Vellore Institute of Technology, Vellore, TN, 632014, India
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Honda KI, Miyama M, Nishii Y, Tasaka R, Nakano Y, Umesaki N, Fukuda T, Ichimura T, Yasui T, Sumi T. Metastasis of cervical cancer indicated by elevation of serum CA125 produced by mediastinal lymph nodes: a case report. J Med Case Rep 2024; 18:112. [PMID: 38402387 PMCID: PMC10894469 DOI: 10.1186/s13256-024-04417-2] [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: 05/18/2023] [Accepted: 01/29/2024] [Indexed: 02/26/2024] Open
Abstract
BACKGROUND In patient assessment for recurrence of neoplasia, a biomarker that shows an elevated serum value before the first treatment is a candidate for follow-up examination. The biomarker squamous cell carcinoma antigen is usually utilized for follow-up of squamous cell cancer of the cervix. CASE PRESENTATION We herein report a 30-year-old Japanese woman of postoperative metastasis of cervical squamous cell cancer to the mediastinal and supraclavicular lymph nodes as indicated by an elevated serum cancer antigen 125 concentration and not by the squamous cell carcinoma antigen value. After chemoradiotherapy and chemotherapy, the serum cancer antigen 125 concentration decreased to a normal value. Squamous cell carcinoma antigen was found to be distributed in both the squamous cell cancer tissue of the cervix and the supraclavicular lymph node metastatic tissue. By contrast, cancer antigen 125 was distributed in the supraclavicular lymph node metastatic tissue but not in the original squamous cell cancer tissue of the cervix. CONCLUSION In this case, metastasis of cervical cancer to the mediastinal and supraclavicular lymph nodes was shown by the biomarker cancer antigen 125, which was not present in the original neoplasia.
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Affiliation(s)
- Ken-Ichi Honda
- Department of Obstetrics and Gynecology, PL Hospital, 2204 Shindou, Tondabayashi, Osaka, 584-8585, Japan.
| | - Masato Miyama
- Department of Gynecology, Izumi City General Hospital, Izumi, Japan
| | | | - Reiko Tasaka
- Department of Obstetrics and Gynecology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Yusuke Nakano
- Department of Oncology, Izumi City General Hospital, Izumi, Japan
| | - Naohiko Umesaki
- Department of Gynecology, Izumi City General Hospital, Izumi, Japan
| | - Takeshi Fukuda
- Department of Obstetrics and Gynecology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Tomoyuki Ichimura
- Department of Obstetrics and Gynecology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Tomoyo Yasui
- Department of Obstetrics and Gynecology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Toshiyuki Sumi
- Department of Obstetrics and Gynecology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
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Spassov DS, Atanasova M, Doytchinova I. Inhibitor Trapping in N-Myristoyltransferases as a Mechanism for Drug Potency. Int J Mol Sci 2023; 24:11610. [PMID: 37511367 PMCID: PMC10380619 DOI: 10.3390/ijms241411610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 07/14/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023] Open
Abstract
Predicting inhibitor potency is critical in drug design and development, yet it has remained one of computational biology's biggest unresolved challenges. Here, we show that in the case of the N-myristoyltransferase (NMT), this problem could be traced to the mechanisms by which the NMT enzyme is inhibited. NMT adopts open or closed conformations necessary for orchestrating the different steps of the catalytic process. The results indicate that the potency of the NMT inhibitors is determined by their ability to stabilize the enzyme conformation in the closed state, and that in this state, the small molecules themselves are trapped and locked inside the structure of the enzyme, creating a significant barrier for their dissociation. By using molecular dynamics simulations, we demonstrate that the conformational stabilization of the protein molecule in its closed form is highly correlated with the ligands activity and can be used to predict their potency. Hence, predicting inhibitor potency in silico might depend on modeling the conformational changes of the protein molecule upon binding of the ligand rather than estimating the changes in free binding energy that arise from their interaction.
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Affiliation(s)
- Danislav S Spassov
- Department of Chemistry, Faculty of Pharmacy, Medical University of Sofia, 1000 Sofia, Bulgaria
| | - Mariyana Atanasova
- Department of Chemistry, Faculty of Pharmacy, Medical University of Sofia, 1000 Sofia, Bulgaria
| | - Irini Doytchinova
- Department of Chemistry, Faculty of Pharmacy, Medical University of Sofia, 1000 Sofia, Bulgaria
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Lang A, Fernández A, Diaz-Lobo M, Vilanova M, Cárdenas F, Gairí M, Pons M. Modulation of Functional Phosphorylation Sites by Basic Residues in the Unique Domain of c-Src. Molecules 2023; 28:4686. [PMID: 37375241 DOI: 10.3390/molecules28124686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 06/07/2023] [Accepted: 06/07/2023] [Indexed: 06/29/2023] Open
Abstract
In contrast to the well-studied canonical regulatory mechanisms, the way by which the recently discovered Src N-terminal regulatory element (SNRE) modulates Src activity is not yet well understood. Phosphorylation of serine and threonine residues modulates the charge distribution along the disordered region of the SNRE and may affect a fuzzy complex with the SH3 domain that is believed to act as an information transduction element. The pre-existing positively charged sites can interact with the newly introduced phosphate groups by modulating their acidity, introducing local conformational restrictions, or by coupling various phosphosites into a functional unit. In this paper, we use pH-dependent NMR measurements combined with single point mutations to identify the interactions of basic residues with physiologically important phosphorylated residues and to characterize the effect of these interactions in neighbor residues, thus providing insight into the electrostatic network in the isolated disordered regions and in the entire SNRE. From a methodological point of view, the linear relationships observed between the mutation-induced pKa changes of the phosphate groups of phosphoserine and phosphothreonine and the pH-induced chemical shifts of the NH groups of these residues provide a very convenient alternative to identify interacting phosphate groups without the need to introduce point mutations on specific basic residues.
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Affiliation(s)
- Andras Lang
- BioNMR Laboratory, Departament de Química Inorgànica i Orgànica, Universitat de Barcelona (UB), Baldiri Reixac 10-12, 08028 Barcelona, Spain
| | - Alejandro Fernández
- BioNMR Laboratory, Departament de Química Inorgànica i Orgànica, Universitat de Barcelona (UB), Baldiri Reixac 10-12, 08028 Barcelona, Spain
| | - Mireia Diaz-Lobo
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 10, 08028 Barcelona, Spain
| | - Mar Vilanova
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 10, 08028 Barcelona, Spain
| | - Francisco Cárdenas
- Centres Científics i Tecnològics de la Universitat de Barcelona (CCiTUB), Universitat de Barcelona (UB), Baldiri Reixac 10-12, 08028 Barcelona, Spain
| | - Margarida Gairí
- Centres Científics i Tecnològics de la Universitat de Barcelona (CCiTUB), Universitat de Barcelona (UB), Baldiri Reixac 10-12, 08028 Barcelona, Spain
| | - Miquel Pons
- BioNMR Laboratory, Departament de Química Inorgànica i Orgànica, Universitat de Barcelona (UB), Baldiri Reixac 10-12, 08028 Barcelona, Spain
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Novel Hits for N-Myristoyltransferase Inhibition Discovered by Docking-Based Screening. Molecules 2022; 27:molecules27175478. [PMID: 36080246 PMCID: PMC9457982 DOI: 10.3390/molecules27175478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 08/16/2022] [Accepted: 08/22/2022] [Indexed: 11/26/2022] Open
Abstract
N-myristoyltransferase (NMT) inhibitors that were initially developed for treatment of parasitic protozoan infections, including sleeping sickness, malaria, and leismaniasis, have also shown great promise as treatment for oncological diseases. The successful transition of NMT inhibitors, which are currently at preclinical to early clinical stages, toward clinical approval and utilization may depend on the development and design of a diverse set of drug molecules with particular selectivity or pharmacological properties. In our study, we report that a common feature in the inhibitory mechanism of NMT is the formation of a salt bridge between a positively charged chemical group of the small molecule and the negatively charged C-terminus of an enzyme. Based on this observation, we designed a virtual screening protocol to identify novel ligands that mimic this mode of interaction. By screening over 1.1 million structures downloaded from the ZINC database, several hits were identified that displayed NMT inhibitory activity. The stability of the inhibitor-NMT complexes was evaluated by molecular dynamics simulations. The ligands from the stable complexes were tested in vitro and some of them appear to be promising leads for further optimization.
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Kato G. Regulatory Roles of the N-Terminal Intrinsically Disordered Region of Modular Src. Int J Mol Sci 2022; 23:2241. [PMID: 35216357 PMCID: PMC8874404 DOI: 10.3390/ijms23042241] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 02/15/2022] [Accepted: 02/15/2022] [Indexed: 11/17/2022] Open
Abstract
Src, the prototype of Src family kinases (SFKs), is a modular protein consisting of SH4 (SH4) and unique (UD) domains in an N-terminal intrinsically disordered region (IDR), and SH3, SH2, and kinase (KD) folded domains conserved among SFKs. Src functions as a pleiotropic signaling hub in proliferating and post-mitotic cells, and it is related to cancer and neurological diseases. However, its regulatory mechanism is unclear because the existing canonical model is derived from crystallographic analyses of folded constructs lacking the IDR. This work reviews nuclear magnetic resonance analyses of partially structured lipid-binding segments in the flexible UD and the fuzzy intramolecular complex (FIMC) comprising IDR and SH3 domains, which interacts with lipid membranes and proteins. Furthermore, recently determined IDR-related Src characteristics are discussed, including dimerization, SH4/KD intramolecular fastener bundling of folded domains, and the sorting of adhesive structures. Finally, the modulatory roles of IDR phosphorylation in Src activities involving the FIMC are explored. The new regulatory roles of IDRs are integrated with the canonical model to elucidate the functions of full-length Src. This review presents new aspects of Src regulation, and provides a future direction for studies on the structure and function of Src, and their implications for pathological processes.
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Affiliation(s)
- Goro Kato
- Laboratory of Biological Chemistry, Center for Medical Education and Sciences, University of Yamanashi, 1110 Shimokato, Chuo 409-3898, Yamanashi, Japan
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